Task 6670370
| Name | ParityMachine-1627981437-24530-2_0 |
| Workunit | 4416472 |
| Created | 16 Aug 2021, 13:41:24 UTC |
| Sent | 22 Aug 2021, 11:00:26 UTC |
| Report deadline | 29 Aug 2021, 11:00:26 UTC |
| Received | 22 Aug 2021, 23:14:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 23 min 47 sec |
| CPU time | 2 hours 20 min 57 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> 574] : INFO : Epoch 1542 | loss: 0.0311456 | val_loss: 0.0311653 | Time: 4204.89 ms [2021-08-23 00:38:51 main:574] : INFO : Epoch 1543 | loss: 0.0311461 | val_loss: 0.031169 | Time: 4133.22 ms [2021-08-23 00:38:55 main:574] : INFO : Epoch 1544 | loss: 0.0311497 | val_loss: 0.0311736 | Time: 4076.82 ms [2021-08-23 00:38:59 main:574] : INFO : Epoch 1545 | loss: 0.0311454 | val_loss: 0.0311634 | Time: 4114.43 ms [2021-08-23 00:39:04 main:574] : INFO : Epoch 1546 | loss: 0.0311447 | val_loss: 0.0311638 | Time: 4223.84 ms [2021-08-23 00:39:08 main:574] : INFO : Epoch 1547 | loss: 0.0311438 | val_loss: 0.0311606 | Time: 4164.13 ms [2021-08-23 00:39:12 main:574] : INFO : Epoch 1548 | loss: 0.0311475 | val_loss: 0.031174 | Time: 4059.32 ms [2021-08-23 00:39:16 main:574] : INFO : Epoch 1549 | loss: 0.0311467 | val_loss: 0.0311693 | Time: 4108.85 ms [2021-08-23 00:39:20 main:574] : INFO : Epoch 1550 | loss: 0.0311443 | val_loss: 0.0311669 | Time: 4051.83 ms [2021-08-23 00:39:24 main:574] : INFO : Epoch 1551 | loss: 0.0311444 | val_loss: 0.0311683 | Time: 4123.83 ms [2021-08-23 00:39:28 main:574] : INFO : Epoch 1552 | loss: 0.0311433 | val_loss: 0.0311679 | Time: 4105.13 ms [2021-08-23 00:39:32 main:574] : INFO : Epoch 1553 | loss: 0.0311433 | val_loss: 0.0311659 | Time: 4074.79 ms [2021-08-23 00:39:37 main:574] : INFO : Epoch 1554 | loss: 0.0311422 | val_loss: 0.0311659 | Time: 4165.47 ms [2021-08-23 00:39:41 main:574] : INFO : Epoch 1555 | loss: 0.0311419 | val_loss: 0.0311664 | Time: 4173.32 ms [2021-08-23 00:39:45 main:574] : INFO : Epoch 1556 | loss: 0.0311555 | val_loss: 0.0311751 | Time: 4080.37 ms [2021-08-23 00:39:49 main:574] : INFO : Epoch 1557 | loss: 0.0311779 | val_loss: 0.0311761 | Time: 4147.92 ms [2021-08-23 00:39:53 main:574] : INFO : Epoch 1558 | loss: 0.0311732 | val_loss: 0.0311724 | Time: 4099.94 ms [2021-08-23 00:39:57 main:574] : INFO : Epoch 1559 | loss: 0.0311683 | val_loss: 0.031171 | Time: 4147.43 ms [2021-08-23 00:40:02 main:574] : INFO : Epoch 1560 | loss: 0.0311668 | val_loss: 0.031171 | Time: 4200.45 ms [2021-08-23 00:40:06 main:574] : INFO : Epoch 1561 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 4146.89 ms [2021-08-23 00:40:10 main:574] : INFO : Epoch 1562 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 4067.32 ms [2021-08-23 00:40:14 main:574] : INFO : Epoch 1563 | loss: 0.0311617 | val_loss: 0.0311708 | Time: 4098.55 ms [2021-08-23 00:40:18 main:574] : INFO : Epoch 1564 | loss: 0.0311603 | val_loss: 0.0311692 | Time: 4108.89 ms [2021-08-23 00:40:22 main:574] : INFO : Epoch 1565 | loss: 0.0311594 | val_loss: 0.0311688 | Time: 4073.84 ms [2021-08-23 00:40:26 main:574] : INFO : Epoch 1566 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 4014.06 ms [2021-08-23 00:40:30 main:574] : INFO : Epoch 1567 | loss: 0.0311819 | val_loss: 0.0311811 | Time: 4087.33 ms [2021-08-23 00:40:34 main:574] : INFO : Epoch 1568 | loss: 0.0311784 | val_loss: 0.0311761 | Time: 4020.01 ms [2021-08-23 00:40:39 main:574] : INFO : Epoch 1569 | loss: 0.031171 | val_loss: 0.0311741 | Time: 4089.19 ms [2021-08-23 00:40:43 main:574] : INFO : Epoch 1570 | loss: 0.0311667 | val_loss: 0.0311682 | Time: 4169.24 ms [2021-08-23 00:40:47 main:574] : INFO : Epoch 1571 | loss: 0.0311645 | val_loss: 0.0311673 | Time: 4154.35 ms [2021-08-23 00:40:51 main:574] : INFO : Epoch 1572 | loss: 0.0311637 | val_loss: 0.031167 | Time: 4177.49 ms [2021-08-23 00:40:55 main:574] : INFO : Epoch 1573 | loss: 0.0311644 | val_loss: 0.0311685 | Time: 4100.03 ms [2021-08-23 00:40:59 main:574] : INFO : Epoch 1574 | loss: 0.0311633 | val_loss: 0.0311723 | Time: 4090.24 ms [2021-08-23 00:41:03 main:574] : INFO : Epoch 1575 | loss: 0.0311629 | val_loss: 0.0311652 | Time: 4109.53 ms [2021-08-23 00:41:08 main:574] : INFO : Epoch 1576 | loss: 0.0311621 | val_loss: 0.0311636 | Time: 4141.2 ms [2021-08-23 00:41:12 main:574] : INFO : Epoch 1577 | loss: 0.0311639 | val_loss: 0.0311642 | Time: 4081.56 ms [2021-08-23 00:41:16 main:574] : INFO : Epoch 1578 | loss: 0.0311619 | val_loss: 0.0311645 | Time: 4053.98 ms [2021-08-23 00:41:20 main:574] : INFO : Epoch 1579 | loss: 0.0311612 | val_loss: 0.0311644 | Time: 4078.92 ms [2021-08-23 00:41:24 main:574] : INFO : Epoch 1580 | loss: 0.0311598 | val_loss: 0.0311646 | Time: 4160.1 ms [2021-08-23 00:41:28 main:574] : INFO : Epoch 1581 | loss: 0.0311585 | val_loss: 0.0311651 | Time: 4104.45 ms [2021-08-23 00:41:32 main:574] : INFO : Epoch 1582 | loss: 0.0311579 | val_loss: 0.0311641 | Time: 4161.53 ms [2021-08-23 00:41:37 main:574] : INFO : Epoch 1583 | loss: 0.031158 | val_loss: 0.0311635 | Time: 4240.52 ms [2021-08-23 00:41:41 main:574] : INFO : Epoch 1584 | loss: 0.0311569 | val_loss: 0.0311634 | Time: 4179.48 ms [2021-08-23 00:41:45 main:574] : INFO : Epoch 1585 | loss: 0.031158 | val_loss: 0.0311649 | Time: 4123.02 ms [2021-08-23 00:41:49 main:574] : INFO : Epoch 1586 | loss: 0.0311563 | val_loss: 0.0311637 | Time: 4069.5 ms [2021-08-23 00:41:53 main:574] : INFO : Epoch 1587 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 4091.17 ms [2021-08-23 00:41:57 main:574] : INFO : Epoch 1588 | loss: 0.0311561 | val_loss: 0.0311661 | Time: 4182.47 ms [2021-08-23 00:42:02 main:574] : INFO : Epoch 1589 | loss: 0.0311557 | val_loss: 0.0311645 | Time: 4171.29 ms [2021-08-23 00:42:06 main:574] : INFO : Epoch 1590 | loss: 0.0311567 | val_loss: 0.0311633 | Time: 4101.93 ms [2021-08-23 00:42:10 main:574] : INFO : Epoch 1591 | loss: 0.0311549 | val_loss: 0.0311603 | Time: 4112.11 ms [2021-08-23 00:42:14 main:574] : INFO : Epoch 1592 | loss: 0.0311544 | val_loss: 0.031167 | Time: 4461.61 ms [2021-08-23 00:42:18 main:574] : INFO : Epoch 1593 | loss: 0.031157 | val_loss: 0.0311623 | Time: 4071.22 ms [2021-08-23 00:42:23 main:574] : INFO : Epoch 1594 | loss: 0.0311539 | val_loss: 0.0311621 | Time: 4125.36 ms [2021-08-23 00:42:27 main:574] : INFO : Epoch 1595 | loss: 0.0311525 | val_loss: 0.0311613 | Time: 4127.08 ms [2021-08-23 00:42:31 main:574] : INFO : Epoch 1596 | loss: 0.0311524 | val_loss: 0.0311624 | Time: 4084.07 ms [2021-08-23 00:42:35 main:574] : INFO : Epoch 1597 | loss: 0.0311517 | val_loss: 0.0311615 | Time: 4102.44 ms [2021-08-23 00:42:39 main:574] : INFO : Epoch 1598 | loss: 0.0311521 | val_loss: 0.0311615 | Time: 4161.96 ms [2021-08-23 00:42:43 main:574] : INFO : Epoch 1599 | loss: 0.0311522 | val_loss: 0.0311617 | Time: 4122.18 ms [2021-08-23 00:42:48 main:574] : INFO : Epoch 1600 | loss: 0.0311536 | val_loss: 0.0311629 | Time: 4191.63 ms [2021-08-23 00:42:52 main:574] : INFO : Epoch 1601 | loss: 0.0311525 | val_loss: 0.0311618 | Time: 4222.02 ms [2021-08-23 00:42:56 main:574] : INFO : Epoch 1602 | loss: 0.0311517 | val_loss: 0.031165 | Time: 4243.67 ms [2021-08-23 00:43:00 main:574] : INFO : Epoch 1603 | loss: 0.0311511 | val_loss: 0.0311624 | Time: 4131.55 ms [2021-08-23 00:43:04 main:574] : INFO : Epoch 1604 | loss: 0.03115 | val_loss: 0.0311601 | Time: 4116.16 ms [2021-08-23 00:43:08 main:574] : INFO : Epoch 1605 | loss: 0.0311498 | val_loss: 0.0311606 | Time: 4046.64 ms [2021-08-23 00:43:13 main:574] : INFO : Epoch 1606 | loss: 0.0311496 | val_loss: 0.0311607 | Time: 4146.01 ms [2021-08-23 00:43:17 main:574] : INFO : Epoch 1607 | loss: 0.0311498 | val_loss: 0.0311614 | Time: 4060.03 ms [2021-08-23 00:43:21 main:574] : INFO : Epoch 1608 | loss: 0.0311523 | val_loss: 0.0311616 | Time: 4275.98 ms [2021-08-23 00:43:25 main:574] : INFO : Epoch 1609 | loss: 0.0311527 | val_loss: 0.0311647 | Time: 4117.99 ms [2021-08-23 00:43:29 main:574] : INFO : Epoch 1610 | loss: 0.0311508 | val_loss: 0.0311619 | Time: 4132.11 ms [2021-08-23 00:43:33 main:574] : INFO : Epoch 1611 | loss: 0.0311507 | val_loss: 0.0311662 | Time: 4188.05 ms [2021-08-23 00:43:38 main:574] : INFO : Epoch 1612 | loss: 0.0311504 | val_loss: 0.0311624 | Time: 4173.35 ms [2021-08-23 00:43:42 main:574] : INFO : Epoch 1613 | loss: 0.0311492 | val_loss: 0.0311623 | Time: 4162.12 ms [2021-08-23 00:43:46 main:574] : INFO : Epoch 1614 | loss: 0.0311485 | val_loss: 0.0311623 | Time: 4195.72 ms [2021-08-23 00:43:50 main:574] : INFO : Epoch 1615 | loss: 0.031151 | val_loss: 0.0311688 | Time: 4309.65 ms [2021-08-23 00:43:54 main:574] : INFO : Epoch 1616 | loss: 0.0311507 | val_loss: 0.0311634 | Time: 4050.04 ms [2021-08-23 00:43:59 main:574] : INFO : Epoch 1617 | loss: 0.0311489 | val_loss: 0.0311622 | Time: 4140.53 ms [2021-08-23 00:44:03 main:574] : INFO : Epoch 1618 | loss: 0.0311483 | val_loss: 0.0311618 | Time: 4178.09 ms [2021-08-23 00:44:07 main:574] : INFO : Epoch 1619 | loss: 0.0311508 | val_loss: 0.0311626 | Time: 4091.6 ms [2021-08-23 00:44:11 main:574] : INFO : Epoch 1620 | loss: 0.031149 | val_loss: 0.0311615 | Time: 4058.59 ms [2021-08-23 00:44:15 main:574] : INFO : Epoch 1621 | loss: 0.0311494 | val_loss: 0.0311664 | Time: 4064.07 ms [2021-08-23 00:44:19 main:574] : INFO : Epoch 1622 | loss: 0.0311505 | val_loss: 0.0311646 | Time: 4092.28 ms [2021-08-23 00:44:23 main:574] : INFO : Epoch 1623 | loss: 0.0311494 | val_loss: 0.0311662 | Time: 4112.45 ms [2021-08-23 00:44:27 main:574] : INFO : Epoch 1624 | loss: 0.0311509 | val_loss: 0.0311688 | Time: 4021.57 ms [2021-08-23 00:44:31 main:574] : INFO : Epoch 1625 | loss: 0.0311563 | val_loss: 0.0311645 | Time: 4154.79 ms [2021-08-23 00:44:36 main:574] : INFO : Epoch 1626 | loss: 0.0311538 | val_loss: 0.0311663 | Time: 4120.85 ms [2021-08-23 00:44:40 main:574] : INFO : Epoch 1627 | loss: 0.0311499 | val_loss: 0.031173 | Time: 4020.04 ms [2021-08-23 00:44:44 main:574] : INFO : Epoch 1628 | loss: 0.0311518 | val_loss: 0.0311634 | Time: 4213.1 ms [2021-08-23 00:44:48 main:574] : INFO : Epoch 1629 | loss: 0.0311498 | val_loss: 0.0311632 | Time: 4194.52 ms [2021-08-23 00:44:52 main:574] : INFO : Epoch 1630 | loss: 0.0311483 | val_loss: 0.0311631 | Time: 4090.08 ms [2021-08-23 00:44:56 main:574] : INFO : Epoch 1631 | loss: 0.0311477 | val_loss: 0.031162 | Time: 4188.81 ms [2021-08-23 00:45:01 main:574] : INFO : Epoch 1632 | loss: 0.0311492 | val_loss: 0.0311633 | Time: 4243.2 ms [2021-08-23 00:45:05 main:574] : INFO : Epoch 1633 | loss: 0.0311494 | val_loss: 0.031164 | Time: 4168.79 ms [2021-08-23 00:45:09 main:574] : INFO : Epoch 1634 | loss: 0.031152 | val_loss: 0.0311654 | Time: 4209.28 ms [2021-08-23 00:45:13 main:574] : INFO : Epoch 1635 | loss: 0.0311503 | val_loss: 0.0311612 | Time: 4094.49 ms [2021-08-23 00:45:17 main:574] : INFO : Epoch 1636 | loss: 0.0311506 | val_loss: 0.0311646 | Time: 4165.92 ms [2021-08-23 00:45:22 main:574] : INFO : Epoch 1637 | loss: 0.0311504 | val_loss: 0.0311692 | Time: 4175.69 ms [2021-08-23 00:45:26 main:574] : INFO : Epoch 1638 | loss: 0.0311521 | val_loss: 0.0311639 | Time: 4190.28 ms [2021-08-23 00:45:30 main:574] : INFO : Epoch 1639 | loss: 0.0311503 | val_loss: 0.0311665 | Time: 4153.14 ms [2021-08-23 00:45:34 main:574] : INFO : Epoch 1640 | loss: 0.0311481 | val_loss: 0.0311644 | Time: 4077.22 ms [2021-08-23 00:45:38 main:574] : INFO : Epoch 1641 | loss: 0.0311488 | val_loss: 0.0311656 | Time: 4166.93 ms [2021-08-23 00:45:42 main:574] : INFO : Epoch 1642 | loss: 0.0311494 | val_loss: 0.0311661 | Time: 4113.11 ms [2021-08-23 00:45:47 main:574] : INFO : Epoch 1643 | loss: 0.0311504 | val_loss: 0.0311683 | Time: 4077.12 ms [2021-08-23 00:45:51 main:574] : INFO : Epoch 1644 | loss: 0.0311516 | val_loss: 0.0311654 | Time: 4069.3 ms [2021-08-23 00:45:55 main:574] : INFO : Epoch 1645 | loss: 0.03115 | val_loss: 0.0311626 | Time: 4107.57 ms [2021-08-23 00:45:59 main:574] : INFO : Epoch 1646 | loss: 0.0311509 | val_loss: 0.0311633 | Time: 4138.48 ms [2021-08-23 00:46:03 main:574] : INFO : Epoch 1647 | loss: 0.0311546 | val_loss: 0.031166 | Time: 4138.38 ms [2021-08-23 00:46:07 main:574] : INFO : Epoch 1648 | loss: 0.0311659 | val_loss: 0.0311646 | Time: 4141.23 ms [2021-08-23 00:46:11 main:574] : INFO : Epoch 1649 | loss: 0.0311656 | val_loss: 0.031169 | Time: 4150.74 ms [2021-08-23 00:46:16 main:574] : INFO : Epoch 1650 | loss: 0.031166 | val_loss: 0.0311675 | Time: 4127.41 ms [2021-08-23 00:46:20 main:574] : INFO : Epoch 1651 | loss: 0.0311634 | val_loss: 0.0311669 | Time: 4153.78 ms [2021-08-23 00:46:24 main:574] : INFO : Epoch 1652 | loss: 0.0311632 | val_loss: 0.0311685 | Time: 4188.37 ms [2021-08-23 00:46:28 main:574] : INFO : Epoch 1653 | loss: 0.0311638 | val_loss: 0.0311707 | Time: 4058.95 ms [2021-08-23 00:46:32 main:574] : INFO : Epoch 1654 | loss: 0.0311655 | val_loss: 0.0311662 | Time: 4129.8 ms [2021-08-23 00:46:36 main:574] : INFO : Epoch 1655 | loss: 0.0311617 | val_loss: 0.0311683 | Time: 4157.54 ms [2021-08-23 00:46:41 main:574] : INFO : Epoch 1656 | loss: 0.0311607 | val_loss: 0.0311665 | Time: 4168.84 ms [2021-08-23 00:46:45 main:574] : INFO : Epoch 1657 | loss: 0.0311589 | val_loss: 0.031165 | Time: 4122.06 ms [2021-08-23 00:46:49 main:574] : INFO : Epoch 1658 | loss: 0.0311582 | val_loss: 0.0311641 | Time: 4070.77 ms [2021-08-23 00:46:53 main:574] : INFO : Epoch 1659 | loss: 0.0311581 | val_loss: 0.0311658 | Time: 4111.76 ms [2021-08-23 00:46:57 main:574] : INFO : Epoch 1660 | loss: 0.0311578 | val_loss: 0.0311636 | Time: 4148.26 ms [2021-08-23 00:47:01 main:574] : INFO : Epoch 1661 | loss: 0.0311579 | val_loss: 0.0311639 | Time: 4173.57 ms [2021-08-23 00:47:05 main:574] : INFO : Epoch 1662 | loss: 0.0311562 | val_loss: 0.0311656 | Time: 4081.41 ms [2021-08-23 00:47:09 main:574] : INFO : Epoch 1663 | loss: 0.0311565 | val_loss: 0.0311666 | Time: 4065.74 ms [2021-08-23 00:47:14 main:574] : INFO : Epoch 1664 | loss: 0.0311573 | val_loss: 0.0311637 | Time: 4299.31 ms [2021-08-23 00:47:18 main:574] : INFO : Epoch 1665 | loss: 0.0311556 | val_loss: 0.0311649 | Time: 4214.08 ms [2021-08-23 00:47:22 main:574] : INFO : Epoch 1666 | loss: 0.0311563 | val_loss: 0.0311671 | Time: 4273.9 ms [2021-08-23 00:47:27 main:574] : INFO : Epoch 1667 | loss: 0.031156 | val_loss: 0.0311649 | Time: 4453.35 ms [2021-08-23 00:47:31 main:574] : INFO : Epoch 1668 | loss: 0.0311552 | val_loss: 0.0311636 | Time: 4344.99 ms [2021-08-23 00:47:35 main:574] : INFO : Epoch 1669 | loss: 0.0311539 | val_loss: 0.0311643 | Time: 4224 ms [2021-08-23 00:47:40 main:574] : INFO : Epoch 1670 | loss: 0.0311542 | val_loss: 0.0311635 | Time: 4247 ms [2021-08-23 00:47:44 main:574] : INFO : Epoch 1671 | loss: 0.0311535 | val_loss: 0.0311637 | Time: 4087.05 ms [2021-08-23 00:47:48 main:574] : INFO : Epoch 1672 | loss: 0.0311546 | val_loss: 0.0311675 | Time: 4183.76 ms [2021-08-23 00:47:52 main:574] : INFO : Epoch 1673 | loss: 0.0311529 | val_loss: 0.0311653 | Time: 4215.7 ms [2021-08-23 00:47:57 main:574] : INFO : Epoch 1674 | loss: 0.0311531 | val_loss: 0.0311667 | Time: 4642.6 ms [2021-08-23 00:48:01 main:574] : INFO : Epoch 1675 | loss: 0.0311519 | val_loss: 0.0311658 | Time: 4243.04 ms [2021-08-23 00:48:05 main:574] : INFO : Epoch 1676 | loss: 0.0311531 | val_loss: 0.031164 | Time: 4082.3 ms [2021-08-23 00:48:09 main:574] : INFO : Epoch 1677 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 4023.68 ms [2021-08-23 00:48:13 main:574] : INFO : Epoch 1678 | loss: 0.0311519 | val_loss: 0.0311646 | Time: 4095.93 ms [2021-08-23 00:48:17 main:574] : INFO : Epoch 1679 | loss: 0.0311504 | val_loss: 0.031166 | Time: 4131.08 ms [2021-08-23 00:48:22 main:574] : INFO : Epoch 1680 | loss: 0.0311517 | val_loss: 0.0311651 | Time: 4253.42 ms [2021-08-23 00:48:26 main:574] : INFO : Epoch 1681 | loss: 0.031156 | val_loss: 0.0311676 | Time: 4123.34 ms [2021-08-23 00:48:30 main:574] : INFO : Epoch 1682 | loss: 0.0311538 | val_loss: 0.0311645 | Time: 4153.97 ms [2021-08-23 00:48:34 main:574] : INFO : Epoch 1683 | loss: 0.0311518 | val_loss: 0.0311663 | Time: 4154.28 ms [2021-08-23 00:48:38 main:574] : INFO : Epoch 1684 | loss: 0.0311512 | val_loss: 0.0311675 | Time: 4134.4 ms [2021-08-23 00:48:42 main:574] : INFO : Epoch 1685 | loss: 0.0311523 | val_loss: 0.0311658 | Time: 4104.35 ms [2021-08-23 00:48:47 main:574] : INFO : Epoch 1686 | loss: 0.0311522 | val_loss: 0.0311621 | Time: 4303.47 ms [2021-08-23 00:48:51 main:574] : INFO : Epoch 1687 | loss: 0.0311516 | val_loss: 0.0311625 | Time: 4158.73 ms [2021-08-23 00:48:55 main:574] : INFO : Epoch 1688 | loss: 0.0311506 | val_loss: 0.0311624 | Time: 4170.88 ms [2021-08-23 00:48:59 main:574] : INFO : Epoch 1689 | loss: 0.0311508 | val_loss: 0.031164 | Time: 4119.06 ms [2021-08-23 00:49:03 main:574] : INFO : Epoch 1690 | loss: 0.0311498 | val_loss: 0.0311652 | Time: 4097.16 ms [2021-08-23 00:49:08 main:574] : INFO : Epoch 1691 | loss: 0.031149 | val_loss: 0.031165 | Time: 4166.43 ms [2021-08-23 00:49:12 main:574] : INFO : Epoch 1692 | loss: 0.0311492 | val_loss: 0.0311678 | Time: 4090.77 ms [2021-08-23 00:49:16 main:574] : INFO : Epoch 1693 | loss: 0.0311487 | val_loss: 0.0311651 | Time: 4118.59 ms [2021-08-23 00:49:20 main:574] : INFO : Epoch 1694 | loss: 0.0311498 | val_loss: 0.0311686 | Time: 4064.07 ms [2021-08-23 00:49:24 main:574] : INFO : Epoch 1695 | loss: 0.0311602 | val_loss: 0.0311681 | Time: 4156.09 ms [2021-08-23 00:49:28 main:574] : INFO : Epoch 1696 | loss: 0.0311552 | val_loss: 0.0311718 | Time: 4042.72 ms [2021-08-23 00:49:32 main:574] : INFO : Epoch 1697 | loss: 0.0311511 | val_loss: 0.0311637 | Time: 4076.92 ms [2021-08-23 00:49:36 main:574] : INFO : Epoch 1698 | loss: 0.0311492 | val_loss: 0.0311618 | Time: 4091.18 ms [2021-08-23 00:49:41 main:574] : INFO : Epoch 1699 | loss: 0.0311478 | val_loss: 0.0311648 | Time: 4192.93 ms [2021-08-23 00:49:45 main:574] : INFO : Epoch 1700 | loss: 0.0311487 | val_loss: 0.0311617 | Time: 4087.33 ms [2021-08-23 00:49:49 main:574] : INFO : Epoch 1701 | loss: 0.0311477 | val_loss: 0.0311668 | Time: 4103.57 ms [2021-08-23 00:49:53 main:574] : INFO : Epoch 1702 | loss: 0.0311486 | val_loss: 0.0311649 | Time: 4091.57 ms [2021-08-23 00:49:57 main:574] : INFO : Epoch 1703 | loss: 0.0311476 | val_loss: 0.0311624 | Time: 4194.67 ms [2021-08-23 00:50:01 main:574] : INFO : Epoch 1704 | loss: 0.0311477 | val_loss: 0.0311648 | Time: 4128.03 ms [2021-08-23 00:50:06 main:574] : INFO : Epoch 1705 | loss: 0.031149 | val_loss: 0.0311645 | Time: 4153.73 ms [2021-08-23 00:50:10 main:574] : INFO : Epoch 1706 | loss: 0.0311476 | val_loss: 0.0311633 | Time: 4105.3 ms [2021-08-23 00:50:14 main:574] : INFO : Epoch 1707 | loss: 0.0311485 | val_loss: 0.0311629 | Time: 4248.37 ms [2021-08-23 00:50:18 main:574] : INFO : Epoch 1708 | loss: 0.0311482 | val_loss: 0.0311655 | Time: 4235.39 ms [2021-08-23 00:50:22 main:574] : INFO : Epoch 1709 | loss: 0.0311463 | val_loss: 0.031165 | Time: 4156.31 ms [2021-08-23 00:50:26 main:574] : INFO : Epoch 1710 | loss: 0.0311455 | val_loss: 0.0311623 | Time: 4087.6 ms [2021-08-23 00:50:31 main:574] : INFO : Epoch 1711 | loss: 0.0311446 | val_loss: 0.0311648 | Time: 4620.26 ms [2021-08-23 00:50:35 main:574] : INFO : Epoch 1712 | loss: 0.0311473 | val_loss: 0.0311631 | Time: 4249.98 ms [2021-08-23 00:50:39 main:574] : INFO : Epoch 1713 | loss: 0.0311502 | val_loss: 0.0311675 | Time: 4121.55 ms [2021-08-23 00:50:44 main:574] : INFO : Epoch 1714 | loss: 0.0311518 | val_loss: 0.0311652 | Time: 4183.84 ms [2021-08-23 00:50:48 main:574] : INFO : Epoch 1715 | loss: 0.0311499 | val_loss: 0.0311633 | Time: 4064.5 ms [2021-08-23 00:50:52 main:574] : INFO : Epoch 1716 | loss: 0.0311504 | val_loss: 0.0311652 | Time: 4187 ms [2021-08-23 00:50:56 main:574] : INFO : Epoch 1717 | loss: 0.0311489 | val_loss: 0.0311729 | Time: 4084.23 ms [2021-08-23 00:51:00 main:574] : INFO : Epoch 1718 | loss: 0.0311482 | val_loss: 0.031168 | Time: 4268.25 ms [2021-08-23 00:51:05 main:574] : INFO : Epoch 1719 | loss: 0.0311484 | val_loss: 0.0311691 | Time: 4110.73 ms [2021-08-23 00:51:09 main:574] : INFO : Epoch 1720 | loss: 0.0311497 | val_loss: 0.031169 | Time: 4174.73 ms [2021-08-23 00:51:13 main:574] : INFO : Epoch 1721 | loss: 0.0311507 | val_loss: 0.0311702 | Time: 4099.94 ms [2021-08-23 00:51:17 main:574] : INFO : Epoch 1722 | loss: 0.0311505 | val_loss: 0.0311662 | Time: 4225.88 ms [2021-08-23 00:51:21 main:574] : INFO : Epoch 1723 | loss: 0.0311521 | val_loss: 0.0311655 | Time: 4177.45 ms [2021-08-23 00:51:25 main:574] : INFO : Epoch 1724 | loss: 0.0311514 | val_loss: 0.0311672 | Time: 4032.66 ms [2021-08-23 00:51:30 main:574] : INFO : Epoch 1725 | loss: 0.0311513 | val_loss: 0.0311654 | Time: 4193.98 ms [2021-08-23 00:51:34 main:574] : INFO : Epoch 1726 | loss: 0.0311519 | val_loss: 0.031167 | Time: 4214.16 ms [2021-08-23 00:51:38 main:574] : INFO : Epoch 1727 | loss: 0.0311517 | val_loss: 0.0311641 | Time: 4116.48 ms [2021-08-23 00:51:42 main:574] : INFO : Epoch 1728 | loss: 0.0311512 | val_loss: 0.0311659 | Time: 4121.63 ms [2021-08-23 00:51:46 main:574] : INFO : Epoch 1729 | loss: 0.0311482 | val_loss: 0.0311693 | Time: 4130.47 ms [2021-08-23 00:51:50 main:574] : INFO : Epoch 1730 | loss: 0.0311486 | val_loss: 0.0311704 | Time: 4126.71 ms [2021-08-23 00:51:55 main:574] : INFO : Epoch 1731 | loss: 0.0311496 | val_loss: 0.0311661 | Time: 4173.87 ms [2021-08-23 00:51:59 main:574] : INFO : Epoch 1732 | loss: 0.03115 | val_loss: 0.0311672 | Time: 4208.02 ms [2021-08-23 00:52:03 main:574] : INFO : Epoch 1733 | loss: 0.0311494 | val_loss: 0.0311665 | Time: 4053.83 ms [2021-08-23 00:52:07 main:574] : INFO : Epoch 1734 | loss: 0.0311478 | val_loss: 0.0311646 | Time: 4085.46 ms [2021-08-23 00:52:11 main:574] : INFO : Epoch 1735 | loss: 0.0311481 | val_loss: 0.0311654 | Time: 4092.26 ms [2021-08-23 00:52:15 main:574] : INFO : Epoch 1736 | loss: 0.0311476 | val_loss: 0.0311685 | Time: 4067.64 ms [2021-08-23 00:52:19 main:574] : INFO : Epoch 1737 | loss: 0.0311496 | val_loss: 0.0311645 | Time: 4013.85 ms [2021-08-23 00:52:23 main:574] : INFO : Epoch 1738 | loss: 0.0311509 | val_loss: 0.0311658 | Time: 4146.77 ms [2021-08-23 00:52:27 main:574] : INFO : Epoch 1739 | loss: 0.0311546 | val_loss: 0.0311644 | Time: 4044.12 ms [2021-08-23 00:52:32 main:574] : INFO : Epoch 1740 | loss: 0.031152 | val_loss: 0.0311601 | Time: 4131.65 ms [2021-08-23 00:52:36 main:574] : INFO : Epoch 1741 | loss: 0.0311504 | val_loss: 0.0311643 | Time: 4264.51 ms [2021-08-23 00:52:40 main:574] : INFO : Epoch 1742 | loss: 0.0311491 | val_loss: 0.0311631 | Time: 4225.25 ms [2021-08-23 00:52:44 main:574] : INFO : Epoch 1743 | loss: 0.031149 | val_loss: 0.0311608 | Time: 4281.94 ms [2021-08-23 00:52:49 main:574] : INFO : Epoch 1744 | loss: 0.0311473 | val_loss: 0.0311619 | Time: 4137.22 ms [2021-08-23 00:52:53 main:574] : INFO : Epoch 1745 | loss: 0.0311468 | val_loss: 0.0311626 | Time: 4158.29 ms [2021-08-23 00:52:57 main:574] : INFO : Epoch 1746 | loss: 0.0311483 | val_loss: 0.0311641 | Time: 4223.45 ms [2021-08-23 00:53:01 main:574] : INFO : Epoch 1747 | loss: 0.0311495 | val_loss: 0.0311662 | Time: 4067.72 ms [2021-08-23 00:53:05 main:574] : INFO : Epoch 1748 | loss: 0.0311513 | val_loss: 0.0311682 | Time: 4044.69 ms [2021-08-23 00:53:09 main:574] : INFO : Epoch 1749 | loss: 0.0311485 | val_loss: 0.0311615 | Time: 4203.42 ms [2021-08-23 00:53:13 main:574] : INFO : Epoch 1750 | loss: 0.0311472 | val_loss: 0.0311666 | Time: 4054.02 ms [2021-08-23 00:53:18 main:574] : INFO : Epoch 1751 | loss: 0.0311472 | val_loss: 0.0311669 | Time: 4113.74 ms [2021-08-23 00:53:22 main:574] : INFO : Epoch 1752 | loss: 0.0311473 | val_loss: 0.0311659 | Time: 4068.34 ms [2021-08-23 00:53:26 main:574] : INFO : Epoch 1753 | loss: 0.0311459 | val_loss: 0.0311601 | Time: 4100.22 ms [2021-08-23 00:53:30 main:574] : INFO : Epoch 1754 | loss: 0.0311482 | val_loss: 0.0311605 | Time: 4091.71 ms [2021-08-23 00:53:34 main:574] : INFO : Epoch 1755 | loss: 0.0311482 | val_loss: 0.0311654 | Time: 4120.46 ms [2021-08-23 00:53:38 main:574] : INFO : Epoch 1756 | loss: 0.0311538 | val_loss: 0.031162 | Time: 4075.24 ms [2021-08-23 00:53:42 main:574] : INFO : Epoch 1757 | loss: 0.0311532 | val_loss: 0.0311612 | Time: 4178.81 ms [2021-08-23 00:53:47 main:574] : INFO : Epoch 1758 | loss: 0.0311514 | val_loss: 0.0311621 | Time: 4201.38 ms [2021-08-23 00:53:51 main:574] : INFO : Epoch 1759 | loss: 0.0311507 | val_loss: 0.0311626 | Time: 4261.61 ms [2021-08-23 00:53:55 main:574] : INFO : Epoch 1760 | loss: 0.0311506 | val_loss: 0.0311627 | Time: 4162.97 ms [2021-08-23 00:53:59 main:574] : INFO : Epoch 1761 | loss: 0.0311506 | val_loss: 0.0311603 | Time: 4048.64 ms [2021-08-23 00:54:03 main:574] : INFO : Epoch 1762 | loss: 0.0311505 | val_loss: 0.0311628 | Time: 4132.86 ms [2021-08-23 00:54:07 main:574] : INFO : Epoch 1763 | loss: 0.0311486 | val_loss: 0.0311614 | Time: 4066.42 ms [2021-08-23 00:54:11 main:574] : INFO : Epoch 1764 | loss: 0.031148 | val_loss: 0.0311637 | Time: 4009.13 ms [2021-08-23 00:54:15 main:574] : INFO : Epoch 1765 | loss: 0.0311473 | val_loss: 0.0311654 | Time: 4072.65 ms [2021-08-23 00:54:20 main:574] : INFO : Epoch 1766 | loss: 0.0311493 | val_loss: 0.031164 | Time: 4045.66 ms [2021-08-23 00:54:24 main:574] : INFO : Epoch 1767 | loss: 0.0311487 | val_loss: 0.0311614 | Time: 4036.24 ms [2021-08-23 00:54:28 main:574] : INFO : Epoch 1768 | loss: 0.0311504 | val_loss: 0.0311654 | Time: 4057.17 ms [2021-08-23 00:54:32 main:574] : INFO : Epoch 1769 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 4109.83 ms [2021-08-23 00:54:36 main:574] : INFO : Epoch 1770 | loss: 0.0311505 | val_loss: 0.031168 | Time: 4181.94 ms [2021-08-23 00:54:40 main:574] : INFO : Epoch 1771 | loss: 0.0311504 | val_loss: 0.0311665 | Time: 4193.49 ms [2021-08-23 00:54:44 main:574] : INFO : Epoch 1772 | loss: 0.0311503 | val_loss: 0.031169 | Time: 4084.3 ms [2021-08-23 00:54:49 main:574] : INFO : Epoch 1773 | loss: 0.0311497 | val_loss: 0.0311657 | Time: 4140.4 ms [2021-08-23 00:54:53 main:574] : INFO : Epoch 1774 | loss: 0.0311491 | val_loss: 0.0311694 | Time: 4107.23 ms [2021-08-23 00:54:57 main:574] : INFO : Epoch 1775 | loss: 0.0311473 | val_loss: 0.0311643 | Time: 4147.43 ms [2021-08-23 00:55:01 main:574] : INFO : Epoch 1776 | loss: 0.0311466 | val_loss: 0.0311657 | Time: 4176.49 ms [2021-08-23 00:55:05 main:574] : INFO : Epoch 1777 | loss: 0.0311511 | val_loss: 0.0311721 | Time: 4164.05 ms [2021-08-23 00:55:09 main:574] : INFO : Epoch 1778 | loss: 0.0311563 | val_loss: 0.0311643 | Time: 4133.79 ms [2021-08-23 00:55:14 main:574] : INFO : Epoch 1779 | loss: 0.0311507 | val_loss: 0.0311649 | Time: 4248.03 ms [2021-08-23 00:55:18 main:574] : INFO : Epoch 1780 | loss: 0.0311483 | val_loss: 0.0311621 | Time: 4155.45 ms [2021-08-23 00:55:22 main:574] : INFO : Epoch 1781 | loss: 0.0311467 | val_loss: 0.0311648 | Time: 4145.34 ms [2021-08-23 00:55:26 main:574] : INFO : Epoch 1782 | loss: 0.031147 | val_loss: 0.0311657 | Time: 4097.81 ms [2021-08-23 00:55:30 main:574] : INFO : Epoch 1783 | loss: 0.0311457 | val_loss: 0.031164 | Time: 4345.11 ms [2021-08-23 00:55:35 main:574] : INFO : Epoch 1784 | loss: 0.0311455 | val_loss: 0.0311654 | Time: 4106.72 ms [2021-08-23 00:55:39 main:574] : INFO : Epoch 1785 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 4143.37 ms [2021-08-23 00:55:43 main:574] : INFO : Epoch 1786 | loss: 0.0311493 | val_loss: 0.0311736 | Time: 4136.28 ms [2021-08-23 00:55:47 main:574] : INFO : Epoch 1787 | loss: 0.0311556 | val_loss: 0.031169 | Time: 4229.91 ms [2021-08-23 00:55:51 main:574] : INFO : Epoch 1788 | loss: 0.0311571 | val_loss: 0.0311726 | Time: 4208.3 ms [2021-08-23 00:55:55 main:574] : INFO : Epoch 1789 | loss: 0.0311597 | val_loss: 0.0311659 | Time: 4046.49 ms [2021-08-23 00:56:00 main:574] : INFO : Epoch 1790 | loss: 0.0311539 | val_loss: 0.0311644 | Time: 4178.68 ms [2021-08-23 00:56:04 main:574] : INFO : Epoch 1791 | loss: 0.0311531 | val_loss: 0.0311624 | Time: 4209.14 ms [2021-08-23 00:56:08 main:574] : INFO : Epoch 1792 | loss: 0.0311526 | val_loss: 0.0311626 | Time: 4273.82 ms [2021-08-23 00:56:12 main:574] : INFO : Epoch 1793 | loss: 0.0311519 | val_loss: 0.0311619 | Time: 4156.51 ms [2021-08-23 00:56:16 main:574] : INFO : Epoch 1794 | loss: 0.0311499 | val_loss: 0.0311659 | Time: 4102.87 ms [2021-08-23 00:56:20 main:574] : INFO : Epoch 1795 | loss: 0.0311499 | val_loss: 0.0311655 | Time: 4114.68 ms [2021-08-23 00:56:25 main:574] : INFO : Epoch 1796 | loss: 0.0311502 | val_loss: 0.0311659 | Time: 4685.9 ms [2021-08-23 00:56:30 main:574] : INFO : Epoch 1797 | loss: 0.0311502 | val_loss: 0.0311707 | Time: 4437.31 ms [2021-08-23 00:56:34 main:574] : INFO : Epoch 1798 | loss: 0.0311501 | val_loss: 0.0311654 | Time: 4168.29 ms [2021-08-23 00:56:38 main:574] : INFO : Epoch 1799 | loss: 0.0311501 | val_loss: 0.0311665 | Time: 4088.27 ms [2021-08-23 00:56:42 main:574] : INFO : Epoch 1800 | loss: 0.0311501 | val_loss: 0.0311631 | Time: 4103.22 ms [2021-08-23 00:56:46 main:574] : INFO : Epoch 1801 | loss: 0.0311493 | val_loss: 0.0311644 | Time: 4193.92 ms [2021-08-23 00:56:50 main:574] : INFO : Epoch 1802 | loss: 0.0311478 | val_loss: 0.0311625 | Time: 4102.7 ms [2021-08-23 00:56:55 main:574] : INFO : Epoch 1803 | loss: 0.0311486 | val_loss: 0.0311671 | Time: 4160.23 ms [2021-08-23 00:56:59 main:574] : INFO : Epoch 1804 | loss: 0.0311493 | val_loss: 0.0311694 | Time: 4094.42 ms [2021-08-23 00:57:03 main:574] : INFO : Epoch 1805 | loss: 0.031148 | val_loss: 0.0311664 | Time: 4083.77 ms [2021-08-23 00:57:07 main:574] : INFO : Epoch 1806 | loss: 0.0311485 | val_loss: 0.0311669 | Time: 4267.94 ms [2021-08-23 00:57:11 main:574] : INFO : Epoch 1807 | loss: 0.031148 | val_loss: 0.0311664 | Time: 4141.12 ms [2021-08-23 00:57:15 main:574] : INFO : Epoch 1808 | loss: 0.0311464 | val_loss: 0.0311648 | Time: 4097.3 ms [2021-08-23 00:57:19 main:574] : INFO : Epoch 1809 | loss: 0.0311475 | val_loss: 0.0311677 | Time: 4105.47 ms [2021-08-23 00:57:24 main:574] : INFO : Epoch 1810 | loss: 0.0311475 | val_loss: 0.031167 | Time: 4155.35 ms [2021-08-23 00:57:28 main:574] : INFO : Epoch 1811 | loss: 0.031147 | val_loss: 0.0311656 | Time: 4165.96 ms [2021-08-23 00:57:32 main:574] : INFO : Epoch 1812 | loss: 0.0311477 | val_loss: 0.031167 | Time: 4272.51 ms [2021-08-23 00:57:36 main:574] : INFO : Epoch 1813 | loss: 0.0311467 | val_loss: 0.031168 | Time: 4170.41 ms [2021-08-23 00:57:40 main:574] : INFO : Epoch 1814 | loss: 0.0311468 | val_loss: 0.0311653 | Time: 4151.4 ms [2021-08-23 00:57:45 main:574] : INFO : Epoch 1815 | loss: 0.0311544 | val_loss: 0.0311677 | Time: 4168.33 ms [2021-08-23 00:57:49 main:574] : INFO : Epoch 1816 | loss: 0.0311573 | val_loss: 0.0311658 | Time: 4152.52 ms [2021-08-23 00:57:53 main:574] : INFO : Epoch 1817 | loss: 0.0311572 | val_loss: 0.031168 | Time: 4084.9 ms [2021-08-23 00:57:57 main:574] : INFO : Epoch 1818 | loss: 0.0311589 | val_loss: 0.031163 | Time: 4177.59 ms [2021-08-23 00:58:01 main:574] : INFO : Epoch 1819 | loss: 0.0311583 | val_loss: 0.0311652 | Time: 4205.67 ms [2021-08-23 00:58:05 main:574] : INFO : Epoch 1820 | loss: 0.0311544 | val_loss: 0.0311634 | Time: 4085.12 ms [2021-08-23 00:58:10 main:574] : INFO : Epoch 1821 | loss: 0.0311542 | val_loss: 0.0311644 | Time: 4034.52 ms [2021-08-23 00:58:14 main:574] : INFO : Epoch 1822 | loss: 0.0311524 | val_loss: 0.0311639 | Time: 4049.49 ms [2021-08-23 00:58:18 main:574] : INFO : Epoch 1823 | loss: 0.0311516 | val_loss: 0.0311617 | Time: 4050.82 ms [2021-08-23 00:58:22 main:574] : INFO : Epoch 1824 | loss: 0.0311509 | val_loss: 0.0311622 | Time: 4066.88 ms [2021-08-23 00:58:26 main:574] : INFO : Epoch 1825 | loss: 0.0311515 | val_loss: 0.0311684 | Time: 4154.94 ms [2021-08-23 00:58:30 main:574] : INFO : Epoch 1826 | loss: 0.031151 | val_loss: 0.031162 | Time: 4122.61 ms [2021-08-23 00:58:34 main:574] : INFO : Epoch 1827 | loss: 0.0311518 | val_loss: 0.0311684 | Time: 4066.21 ms [2021-08-23 00:58:38 main:574] : INFO : Epoch 1828 | loss: 0.0311497 | val_loss: 0.0311634 | Time: 4266.85 ms [2021-08-23 00:58:43 main:574] : INFO : Epoch 1829 | loss: 0.0311492 | val_loss: 0.0311654 | Time: 4125.5 ms [2021-08-23 00:58:47 main:574] : INFO : Epoch 1830 | loss: 0.0311503 | val_loss: 0.0311669 | Time: 4058.22 ms [2021-08-23 00:58:51 main:574] : INFO : Epoch 1831 | loss: 0.0311502 | val_loss: 0.0311644 | Time: 4227.95 ms [2021-08-23 00:58:55 main:574] : INFO : Epoch 1832 | loss: 0.0311528 | val_loss: 0.0311632 | Time: 4168.25 ms [2021-08-23 00:58:59 main:574] : INFO : Epoch 1833 | loss: 0.031152 | val_loss: 0.0311615 | Time: 4180.17 ms [2021-08-23 00:59:03 main:574] : INFO : Epoch 1834 | loss: 0.0311496 | val_loss: 0.0311642 | Time: 4085.24 ms [2021-08-23 00:59:07 main:574] : INFO : Epoch 1835 | loss: 0.031149 | val_loss: 0.0311626 | Time: 4037.46 ms [2021-08-23 00:59:12 main:574] : INFO : Epoch 1836 | loss: 0.0311491 | val_loss: 0.031163 | Time: 4062.32 ms [2021-08-23 00:59:16 main:574] : INFO : Epoch 1837 | loss: 0.0311485 | val_loss: 0.0311654 | Time: 4101.06 ms [2021-08-23 00:59:20 main:574] : INFO : Epoch 1838 | loss: 0.0311476 | val_loss: 0.0311666 | Time: 4093.43 ms [2021-08-23 00:59:24 main:574] : INFO : Epoch 1839 | loss: 0.0311467 | val_loss: 0.0311638 | Time: 4046.24 ms [2021-08-23 00:59:28 main:574] : INFO : Epoch 1840 | loss: 0.031146 | val_loss: 0.0311665 | Time: 4067.1 ms [2021-08-23 00:59:32 main:574] : INFO : Epoch 1841 | loss: 0.0311471 | val_loss: 0.0311628 | Time: 4089.8 ms [2021-08-23 00:59:36 main:574] : INFO : Epoch 1842 | loss: 0.0311456 | val_loss: 0.0311641 | Time: 4072.82 ms [2021-08-23 00:59:40 main:574] : INFO : Epoch 1843 | loss: 0.0311452 | val_loss: 0.0311657 | Time: 4152.97 ms [2021-08-23 00:59:45 main:574] : INFO : Epoch 1844 | loss: 0.0311446 | val_loss: 0.0311652 | Time: 4148.59 ms [2021-08-23 00:59:49 main:574] : INFO : Epoch 1845 | loss: 0.0311445 | val_loss: 0.0311659 | Time: 4183.91 ms [2021-08-23 00:59:53 main:574] : INFO : Epoch 1846 | loss: 0.0311455 | val_loss: 0.0311634 | Time: 4092.81 ms [2021-08-23 00:59:57 main:574] : INFO : Epoch 1847 | loss: 0.0311441 | val_loss: 0.0311646 | Time: 4109.7 ms [2021-08-23 01:00:01 main:574] : INFO : Epoch 1848 | loss: 0.0311452 | val_loss: 0.0311687 | Time: 4167.33 ms [2021-08-23 01:00:05 main:574] : INFO : Epoch 1849 | loss: 0.0311459 | val_loss: 0.0311654 | Time: 4014.69 ms [2021-08-23 01:00:09 main:574] : INFO : Epoch 1850 | loss: 0.0311494 | val_loss: 0.0311669 | Time: 4044.23 ms [2021-08-23 01:00:13 main:574] : INFO : Epoch 1851 | loss: 0.0311454 | val_loss: 0.0311647 | Time: 4018.74 ms [2021-08-23 01:00:17 main:574] : INFO : Epoch 1852 | loss: 0.0311444 | val_loss: 0.0311665 | Time: 4065.3 ms [2021-08-23 01:00:21 main:574] : INFO : Epoch 1853 | loss: 0.0311431 | val_loss: 0.0311653 | Time: 4053.17 ms [2021-08-23 01:00:26 main:574] : INFO : Epoch 1854 | loss: 0.0311433 | val_loss: 0.0311642 | Time: 4066.22 ms [2021-08-23 01:00:30 main:574] : INFO : Epoch 1855 | loss: 0.0311424 | val_loss: 0.031164 | Time: 4112.91 ms [2021-08-23 01:00:34 main:574] : INFO : Epoch 1856 | loss: 0.0311426 | val_loss: 0.0311655 | Time: 4077.69 ms [2021-08-23 01:00:38 main:574] : INFO : Epoch 1857 | loss: 0.0311431 | val_loss: 0.0311658 | Time: 4131.28 ms [2021-08-23 01:00:42 main:574] : INFO : Epoch 1858 | loss: 0.0311421 | val_loss: 0.0311637 | Time: 4413.12 ms [2021-08-23 01:00:47 main:574] : INFO : Epoch 1859 | loss: 0.0311433 | val_loss: 0.031166 | Time: 4127.2 ms [2021-08-23 01:00:51 main:574] : INFO : Epoch 1860 | loss: 0.0311425 | val_loss: 0.0311651 | Time: 4231.64 ms [2021-08-23 01:00:55 main:574] : INFO : Epoch 1861 | loss: 0.031143 | val_loss: 0.0311641 | Time: 4234.08 ms [2021-08-23 01:00:59 main:574] : INFO : Epoch 1862 | loss: 0.0311459 | val_loss: 0.0311683 | Time: 4044.67 ms [2021-08-23 01:01:03 main:574] : INFO : Epoch 1863 | loss: 0.0311476 | val_loss: 0.0311625 | Time: 4142.35 ms [2021-08-23 01:01:07 main:574] : INFO : Epoch 1864 | loss: 0.0311453 | val_loss: 0.0311669 | Time: 4164.79 ms [2021-08-23 01:01:12 main:574] : INFO : Epoch 1865 | loss: 0.0311471 | val_loss: 0.0311671 | Time: 4210.16 ms [2021-08-23 01:01:16 main:574] : INFO : Epoch 1866 | loss: 0.0311458 | val_loss: 0.0311748 | Time: 4144.09 ms [2021-08-23 01:01:20 main:574] : INFO : Epoch 1867 | loss: 0.0311489 | val_loss: 0.0311655 | Time: 4018.31 ms [2021-08-23 01:01:24 main:574] : INFO : Epoch 1868 | loss: 0.0311453 | val_loss: 0.0311636 | Time: 4131.13 ms [2021-08-23 01:01:28 main:574] : INFO : Epoch 1869 | loss: 0.0311426 | val_loss: 0.0311636 | Time: 4161.91 ms [2021-08-23 01:01:32 main:574] : INFO : Epoch 1870 | loss: 0.0311426 | val_loss: 0.0311645 | Time: 4204.9 ms [2021-08-23 01:01:37 main:574] : INFO : Epoch 1871 | loss: 0.0311413 | val_loss: 0.0311663 | Time: 4123.07 ms [2021-08-23 01:01:41 main:574] : INFO : Epoch 1872 | loss: 0.0311407 | val_loss: 0.0311677 | Time: 4098.2 ms [2021-08-23 01:01:45 main:574] : INFO : Epoch 1873 | loss: 0.0311411 | val_loss: 0.0311662 | Time: 4249.7 ms [2021-08-23 01:01:49 main:574] : INFO : Epoch 1874 | loss: 0.0311424 | val_loss: 0.0311613 | Time: 4082.05 ms [2021-08-23 01:01:53 main:574] : INFO : Epoch 1875 | loss: 0.0311435 | val_loss: 0.0311636 | Time: 4112.37 ms [2021-08-23 01:01:57 main:574] : INFO : Epoch 1876 | loss: 0.0311456 | val_loss: 0.0311615 | Time: 4156.09 ms [2021-08-23 01:02:02 main:574] : INFO : Epoch 1877 | loss: 0.0311472 | val_loss: 0.0311666 | Time: 4117.69 ms [2021-08-23 01:02:06 main:574] : INFO : Epoch 1878 | loss: 0.0311453 | val_loss: 0.0311649 | Time: 4146.44 ms [2021-08-23 01:02:10 main:574] : INFO : Epoch 1879 | loss: 0.0311452 | val_loss: 0.0311639 | Time: 4150.07 ms [2021-08-23 01:02:14 main:574] : INFO : Epoch 1880 | loss: 0.0311467 | val_loss: 0.0311641 | Time: 4123.36 ms [2021-08-23 01:02:18 main:574] : INFO : Epoch 1881 | loss: 0.0311445 | val_loss: 0.031163 | Time: 4187.41 ms [2021-08-23 01:02:22 main:574] : INFO : Epoch 1882 | loss: 0.0311448 | val_loss: 0.0311644 | Time: 4162.16 ms [2021-08-23 01:02:26 main:574] : INFO : Epoch 1883 | loss: 0.0311418 | val_loss: 0.0311648 | Time: 4092.82 ms [2021-08-23 01:02:31 main:574] : INFO : Epoch 1884 | loss: 0.0311416 | val_loss: 0.0311626 | Time: 4197.44 ms [2021-08-23 01:02:35 main:574] : INFO : Epoch 1885 | loss: 0.0311427 | val_loss: 0.0311659 | Time: 4100.65 ms [2021-08-23 01:02:39 main:574] : INFO : Epoch 1886 | loss: 0.0311482 | val_loss: 0.0311688 | Time: 4172.25 ms [2021-08-23 01:02:43 main:574] : INFO : Epoch 1887 | loss: 0.0311488 | val_loss: 0.0311622 | Time: 4083.98 ms [2021-08-23 01:02:47 main:574] : INFO : Epoch 1888 | loss: 0.0311455 | val_loss: 0.0311642 | Time: 4159.56 ms [2021-08-23 01:02:52 main:574] : INFO : Epoch 1889 | loss: 0.0311446 | val_loss: 0.0311615 | Time: 4440.38 ms [2021-08-23 01:02:56 main:574] : INFO : Epoch 1890 | loss: 0.0311453 | val_loss: 0.0311652 | Time: 4304.36 ms [2021-08-23 01:03:00 main:574] : INFO : Epoch 1891 | loss: 0.031147 | val_loss: 0.031168 | Time: 4248.87 ms [2021-08-23 01:03:05 main:574] : INFO : Epoch 1892 | loss: 0.0311474 | val_loss: 0.031167 | Time: 4189.62 ms [2021-08-23 01:03:09 main:574] : INFO : Epoch 1893 | loss: 0.0311495 | val_loss: 0.031164 | Time: 4336.71 ms [2021-08-23 01:03:13 main:574] : INFO : Epoch 1894 | loss: 0.0311488 | val_loss: 0.0311652 | Time: 4173.48 ms [2021-08-23 01:03:17 main:574] : INFO : Epoch 1895 | loss: 0.0311497 | val_loss: 0.0311641 | Time: 4122.87 ms [2021-08-23 01:03:21 main:574] : INFO : Epoch 1896 | loss: 0.0311469 | val_loss: 0.0311649 | Time: 4199.03 ms [2021-08-23 01:03:26 main:574] : INFO : Epoch 1897 | loss: 0.0311467 | val_loss: 0.0311645 | Time: 4159.48 ms [2021-08-23 01:03:30 main:574] : INFO : Epoch 1898 | loss: 0.0311453 | val_loss: 0.0311694 | Time: 4224.26 ms [2021-08-23 01:03:34 main:574] : INFO : Epoch 1899 | loss: 0.0311459 | val_loss: 0.0311723 | Time: 4100.25 ms [2021-08-23 01:03:38 main:574] : INFO : Epoch 1900 | loss: 0.0311476 | val_loss: 0.0311697 | Time: 4128.57 ms [2021-08-23 01:03:42 main:574] : INFO : Epoch 1901 | loss: 0.0311491 | val_loss: 0.0311662 | Time: 4160.13 ms [2021-08-23 01:03:47 main:574] : INFO : Epoch 1902 | loss: 0.0311484 | val_loss: 0.0311637 | Time: 4156.37 ms [2021-08-23 01:03:51 main:574] : INFO : Epoch 1903 | loss: 0.0311471 | val_loss: 0.0311642 | Time: 4169.37 ms [2021-08-23 01:03:55 main:574] : INFO : Epoch 1904 | loss: 0.0311454 | val_loss: 0.0311624 | Time: 4174.02 ms [2021-08-23 01:03:59 main:574] : INFO : Epoch 1905 | loss: 0.0311451 | val_loss: 0.0311673 | Time: 4203.45 ms [2021-08-23 01:04:03 main:574] : INFO : Epoch 1906 | loss: 0.0311456 | val_loss: 0.031165 | Time: 4220.91 ms [2021-08-23 01:04:07 main:574] : INFO : Epoch 1907 | loss: 0.0311441 | val_loss: 0.0311627 | Time: 4073.26 ms [2021-08-23 01:04:12 main:574] : INFO : Epoch 1908 | loss: 0.0311446 | val_loss: 0.0311622 | Time: 4113.75 ms [2021-08-23 01:04:16 main:574] : INFO : Epoch 1909 | loss: 0.0311462 | val_loss: 0.0311649 | Time: 4110.84 ms [2021-08-23 01:04:20 main:574] : INFO : Epoch 1910 | loss: 0.0311486 | val_loss: 0.0311691 | Time: 4116.88 ms [2021-08-23 01:04:24 main:574] : INFO : Epoch 1911 | loss: 0.0311471 | val_loss: 0.0311649 | Time: 4162 ms [2021-08-23 01:04:28 main:574] : INFO : Epoch 1912 | loss: 0.0311467 | val_loss: 0.0311669 | Time: 4224.15 ms [2021-08-23 01:04:32 main:574] : INFO : Epoch 1913 | loss: 0.0311459 | val_loss: 0.0311713 | Time: 4144.73 ms [2021-08-23 01:04:37 main:574] : INFO : Epoch 1914 | loss: 0.0311452 | val_loss: 0.0311694 | Time: 4239.77 ms [2021-08-23 01:04:41 main:574] : INFO : Epoch 1915 | loss: 0.0311454 | val_loss: 0.0311643 | Time: 4118.65 ms [2021-08-23 01:04:45 main:574] : INFO : Epoch 1916 | loss: 0.0311435 | val_loss: 0.0311659 | Time: 4182 ms [2021-08-23 01:04:49 main:574] : INFO : Epoch 1917 | loss: 0.0311418 | val_loss: 0.0311673 | Time: 4227.97 ms [2021-08-23 01:04:54 main:574] : INFO : Epoch 1918 | loss: 0.0311442 | val_loss: 0.0311645 | Time: 4324.48 ms [2021-08-23 01:04:58 main:574] : INFO : Epoch 1919 | loss: 0.0311427 | val_loss: 0.0311674 | Time: 4228.91 ms [2021-08-23 01:05:02 main:574] : INFO : Epoch 1920 | loss: 0.0311455 | val_loss: 0.0311662 | Time: 4262.42 ms [2021-08-23 01:05:06 main:574] : INFO : Epoch 1921 | loss: 0.0311453 | val_loss: 0.0311652 | Time: 4107.18 ms [2021-08-23 01:05:10 main:574] : INFO : Epoch 1922 | loss: 0.0311446 | val_loss: 0.0311697 | Time: 4055.35 ms [2021-08-23 01:05:15 main:574] : INFO : Epoch 1923 | loss: 0.0311494 | val_loss: 0.0311704 | Time: 4120.57 ms [2021-08-23 01:05:19 main:574] : INFO : Epoch 1924 | loss: 0.0311501 | val_loss: 0.0311691 | Time: 4067.27 ms [2021-08-23 01:05:23 main:574] : INFO : Epoch 1925 | loss: 0.0311487 | val_loss: 0.0311669 | Time: 4079.4 ms [2021-08-23 01:05:27 main:574] : INFO : Epoch 1926 | loss: 0.0311469 | val_loss: 0.0311681 | Time: 4080.76 ms [2021-08-23 01:05:31 main:574] : INFO : Epoch 1927 | loss: 0.0311459 | val_loss: 0.0311696 | Time: 4049.48 ms [2021-08-23 01:05:35 main:574] : INFO : Epoch 1928 | loss: 0.0311449 | val_loss: 0.0311686 | Time: 4101.54 ms [2021-08-23 01:05:39 main:574] : INFO : Epoch 1929 | loss: 0.0311438 | val_loss: 0.0311657 | Time: 4111.35 ms [2021-08-23 01:05:43 main:574] : INFO : Epoch 1930 | loss: 0.0311436 | val_loss: 0.0311663 | Time: 4231.26 ms [2021-08-23 01:05:48 main:574] : INFO : Epoch 1931 | loss: 0.0311439 | val_loss: 0.0311663 | Time: 4233.59 ms [2021-08-23 01:05:52 main:574] : INFO : Epoch 1932 | loss: 0.0311424 | val_loss: 0.0311664 | Time: 4151.9 ms [2021-08-23 01:05:56 main:574] : INFO : Epoch 1933 | loss: 0.0311434 | val_loss: 0.0311641 | Time: 4170.63 ms [2021-08-23 01:06:00 main:574] : INFO : Epoch 1934 | loss: 0.0311426 | val_loss: 0.0311677 | Time: 4148.68 ms [2021-08-23 01:06:04 main:574] : INFO : Epoch 1935 | loss: 0.0311401 | val_loss: 0.0311658 | Time: 4115.91 ms [2021-08-23 01:06:09 main:574] : INFO : Epoch 1936 | loss: 0.031141 | val_loss: 0.031165 | Time: 4140.88 ms [2021-08-23 01:06:13 main:574] : INFO : Epoch 1937 | loss: 0.0311418 | val_loss: 0.0311681 | Time: 4214.64 ms [2021-08-23 01:06:17 main:574] : INFO : Epoch 1938 | loss: 0.0311414 | val_loss: 0.0311647 | Time: 4148.43 ms [2021-08-23 01:06:21 main:574] : INFO : Epoch 1939 | loss: 0.0311402 | val_loss: 0.0311644 | Time: 4276.99 ms [2021-08-23 01:06:26 main:574] : INFO : Epoch 1940 | loss: 0.0311397 | val_loss: 0.0311651 | Time: 4727 ms [2021-08-23 01:06:30 main:574] : INFO : Epoch 1941 | loss: 0.031138 | val_loss: 0.0311678 | Time: 4349.94 ms [2021-08-23 01:06:34 main:574] : INFO : Epoch 1942 | loss: 0.0311376 | val_loss: 0.0311691 | Time: 4107.83 ms [2021-08-23 01:06:39 main:574] : INFO : Epoch 1943 | loss: 0.0311408 | val_loss: 0.0311666 | Time: 4128.17 ms [2021-08-23 01:06:43 main:574] : INFO : Epoch 1944 | loss: 0.0311387 | val_loss: 0.0311656 | Time: 4475.79 ms [2021-08-23 01:06:47 main:574] : INFO : Epoch 1945 | loss: 0.0311382 | val_loss: 0.0311679 | Time: 4072.69 ms [2021-08-23 01:06:51 main:574] : INFO : Epoch 1946 | loss: 0.0311382 | val_loss: 0.0311664 | Time: 4252.67 ms [2021-08-23 01:06:56 main:574] : INFO : Epoch 1947 | loss: 0.0311396 | val_loss: 0.0311679 | Time: 4151.44 ms [2021-08-23 01:07:00 main:574] : INFO : Epoch 1948 | loss: 0.0311446 | val_loss: 0.0311692 | Time: 4212.99 ms [2021-08-23 01:07:04 main:574] : INFO : Epoch 1949 | loss: 0.0311457 | val_loss: 0.0311648 | Time: 4060.01 ms [2021-08-23 01:07:08 main:574] : INFO : Epoch 1950 | loss: 0.0311428 | val_loss: 0.0311662 | Time: 4142.26 ms [2021-08-23 01:07:12 main:574] : INFO : Epoch 1951 | loss: 0.0311413 | val_loss: 0.0311658 | Time: 4114.09 ms [2021-08-23 01:07:16 main:574] : INFO : Epoch 1952 | loss: 0.0311423 | val_loss: 0.0311637 | Time: 4191.17 ms [2021-08-23 01:07:20 main:574] : INFO : Epoch 1953 | loss: 0.0311427 | val_loss: 0.0311665 | Time: 4068.56 ms [2021-08-23 01:07:25 main:574] : INFO : Epoch 1954 | loss: 0.031143 | val_loss: 0.0311646 | Time: 4113.35 ms [2021-08-23 01:07:29 main:574] : INFO : Epoch 1955 | loss: 0.0311415 | val_loss: 0.0311655 | Time: 4078.6 ms [2021-08-23 01:07:33 main:574] : INFO : Epoch 1956 | loss: 0.0311412 | val_loss: 0.0311681 | Time: 4211.23 ms [2021-08-23 01:07:37 main:574] : INFO : Epoch 1957 | loss: 0.0311409 | val_loss: 0.0311665 | Time: 4148.94 ms [2021-08-23 01:07:41 main:574] : INFO : Epoch 1958 | loss: 0.0311388 | val_loss: 0.0311667 | Time: 4171.66 ms [2021-08-23 01:07:46 main:574] : INFO : Epoch 1959 | loss: 0.0311411 | val_loss: 0.0311671 | Time: 4198.4 ms [2021-08-23 01:07:50 main:574] : INFO : Epoch 1960 | loss: 0.0311396 | val_loss: 0.0311672 | Time: 4140.94 ms [2021-08-23 01:07:54 main:574] : INFO : Epoch 1961 | loss: 0.0311388 | val_loss: 0.0311696 | Time: 4144.58 ms [2021-08-23 01:07:58 main:574] : INFO : Epoch 1962 | loss: 0.0311383 | val_loss: 0.0311658 | Time: 4237.67 ms [2021-08-23 01:08:02 main:574] : INFO : Epoch 1963 | loss: 0.0311393 | val_loss: 0.0311655 | Time: 4116.99 ms [2021-08-23 01:08:06 main:574] : INFO : Epoch 1964 | loss: 0.0311377 | val_loss: 0.031167 | Time: 4091.31 ms [2021-08-23 01:08:10 main:574] : INFO : Epoch 1965 | loss: 0.0311383 | val_loss: 0.0311641 | Time: 4047.19 ms [2021-08-23 01:08:15 main:574] : INFO : Epoch 1966 | loss: 0.0311409 | val_loss: 0.0311686 | Time: 4142.4 ms [2021-08-23 01:08:19 main:574] : INFO : Epoch 1967 | loss: 0.031144 | val_loss: 0.0311723 | Time: 4081.82 ms [2021-08-23 01:08:23 main:574] : INFO : Epoch 1968 | loss: 0.0311424 | val_loss: 0.0311664 | Time: 3991.79 ms [2021-08-23 01:08:27 main:574] : INFO : Epoch 1969 | loss: 0.0311402 | val_loss: 0.0311685 | Time: 4125.97 ms [2021-08-23 01:08:31 main:574] : INFO : Epoch 1970 | loss: 0.0311397 | val_loss: 0.0311716 | Time: 4131 ms [2021-08-23 01:08:35 main:574] : INFO : Epoch 1971 | loss: 0.0311399 | val_loss: 0.0311676 | Time: 4067.88 ms [2021-08-23 01:08:39 main:574] : INFO : Epoch 1972 | loss: 0.0311404 | val_loss: 0.0311658 | Time: 4022.9 ms [2021-08-23 01:08:43 main:574] : INFO : Epoch 1973 | loss: 0.0311382 | val_loss: 0.0311677 | Time: 4192.03 ms [2021-08-23 01:08:48 main:574] : INFO : Epoch 1974 | loss: 0.0311372 | val_loss: 0.0311672 | Time: 4125.34 ms [2021-08-23 01:08:52 main:574] : INFO : Epoch 1975 | loss: 0.0311375 | val_loss: 0.0311691 | Time: 4156.24 ms [2021-08-23 01:08:56 main:574] : INFO : Epoch 1976 | loss: 0.031138 | val_loss: 0.0311719 | Time: 4111.91 ms [2021-08-23 01:09:00 main:574] : INFO : Epoch 1977 | loss: 0.0311381 | val_loss: 0.031171 | Time: 4253.52 ms [2021-08-23 01:09:04 main:574] : INFO : Epoch 1978 | loss: 0.0311394 | val_loss: 0.0311664 | Time: 4081.06 ms [2021-08-23 01:09:08 main:574] : INFO : Epoch 1979 | loss: 0.0311363 | val_loss: 0.031169 | Time: 4167.7 ms [2021-08-23 01:09:12 main:574] : INFO : Epoch 1980 | loss: 0.0311362 | val_loss: 0.0311691 | Time: 4043.79 ms [2021-08-23 01:09:17 main:574] : INFO : Epoch 1981 | loss: 0.0311355 | val_loss: 0.0311686 | Time: 4189.02 ms [2021-08-23 01:09:21 main:574] : INFO : Epoch 1982 | loss: 0.0311391 | val_loss: 0.0311682 | Time: 4119.86 ms [2021-08-23 01:09:25 main:574] : INFO : Epoch 1983 | loss: 0.0311426 | val_loss: 0.0311693 | Time: 4133.89 ms [2021-08-23 01:09:29 main:574] : INFO : Epoch 1984 | loss: 0.0311437 | val_loss: 0.0311679 | Time: 4128.47 ms [2021-08-23 01:09:33 main:574] : INFO : Epoch 1985 | loss: 0.0311419 | val_loss: 0.0311692 | Time: 4101.18 ms [2021-08-23 01:09:37 main:574] : INFO : Epoch 1986 | loss: 0.0311403 | val_loss: 0.0311722 | Time: 4179.86 ms [2021-08-23 01:09:41 main:574] : INFO : Epoch 1987 | loss: 0.0311401 | val_loss: 0.0311689 | Time: 4067.2 ms [2021-08-23 01:09:46 main:574] : INFO : Epoch 1988 | loss: 0.0311424 | val_loss: 0.0311666 | Time: 4190.93 ms [2021-08-23 01:09:50 main:574] : INFO : Epoch 1989 | loss: 0.0311418 | val_loss: 0.0311722 | Time: 4123.2 ms [2021-08-23 01:09:54 main:574] : INFO : Epoch 1990 | loss: 0.0311454 | val_loss: 0.0311683 | Time: 4108.25 ms [2021-08-23 01:09:58 main:574] : INFO : Epoch 1991 | loss: 0.0311514 | val_loss: 0.0311612 | Time: 4178.53 ms [2021-08-23 01:10:02 main:574] : INFO : Epoch 1992 | loss: 0.0311479 | val_loss: 0.0311656 | Time: 4092.24 ms [2021-08-23 01:10:07 main:574] : INFO : Epoch 1993 | loss: 0.0311499 | val_loss: 0.0311639 | Time: 4207.51 ms [2021-08-23 01:10:11 main:574] : INFO : Epoch 1994 | loss: 0.031152 | val_loss: 0.0311632 | Time: 4113.95 ms [2021-08-23 01:10:15 main:574] : INFO : Epoch 1995 | loss: 0.0311598 | val_loss: 0.0311666 | Time: 4164.45 ms [2021-08-23 01:10:19 main:574] : INFO : Epoch 1996 | loss: 0.0311612 | val_loss: 0.0311694 | Time: 4148.98 ms [2021-08-23 01:10:23 main:574] : INFO : Epoch 1997 | loss: 0.0311598 | val_loss: 0.031171 | Time: 4101.53 ms [2021-08-23 01:10:27 main:574] : INFO : Epoch 1998 | loss: 0.0311567 | val_loss: 0.0311643 | Time: 4249.96 ms [2021-08-23 01:10:32 main:574] : INFO : Epoch 1999 | loss: 0.031154 | val_loss: 0.0311634 | Time: 4145.93 ms [2021-08-23 01:10:36 main:574] : INFO : Epoch 2000 | loss: 0.0311537 | val_loss: 0.0311625 | Time: 4113.06 ms [2021-08-23 01:10:40 main:574] : INFO : Epoch 2001 | loss: 0.0311513 | val_loss: 0.031165 | Time: 4091.82 ms [2021-08-23 01:10:44 main:574] : INFO : Epoch 2002 | loss: 0.031152 | val_loss: 0.0311635 | Time: 4073.6 ms [2021-08-23 01:10:48 main:574] : INFO : Epoch 2003 | loss: 0.0311535 | val_loss: 0.0311703 | Time: 4156.9 ms [2021-08-23 01:10:52 main:574] : INFO : Epoch 2004 | loss: 0.0311547 | val_loss: 0.0311629 | Time: 4080.13 ms [2021-08-23 01:10:57 main:574] : INFO : Epoch 2005 | loss: 0.0311552 | val_loss: 0.0311632 | Time: 4233.6 ms [2021-08-23 01:11:01 main:574] : INFO : Epoch 2006 | loss: 0.0311547 | val_loss: 0.0311639 | Time: 4179.73 ms [2021-08-23 01:11:05 main:574] : INFO : Epoch 2007 | loss: 0.0311524 | val_loss: 0.0311651 | Time: 4047.73 ms [2021-08-23 01:11:09 main:574] : INFO : Epoch 2008 | loss: 0.0311517 | val_loss: 0.0311637 | Time: 4055.36 ms [2021-08-23 01:11:13 main:574] : INFO : Epoch 2009 | loss: 0.0311513 | val_loss: 0.0311638 | Time: 4071.04 ms [2021-08-23 01:11:17 main:574] : INFO : Epoch 2010 | loss: 0.0311529 | val_loss: 0.0311666 | Time: 4087.55 ms [2021-08-23 01:11:21 main:574] : INFO : Epoch 2011 | loss: 0.0311522 | val_loss: 0.0311728 | Time: 4034.24 ms [2021-08-23 01:11:25 main:574] : INFO : Epoch 2012 | loss: 0.0315445 | val_loss: 0.0318837 | Time: 4101.58 ms [2021-08-23 01:11:29 main:574] : INFO : Epoch 2013 | loss: 0.0367606 | val_loss: 0.0327741 | Time: 4031.47 ms [2021-08-23 01:11:33 main:574] : INFO : Epoch 2014 | loss: 0.0320119 | val_loss: 0.0314786 | Time: 4056.16 ms [2021-08-23 01:11:37 main:574] : INFO : Epoch 2015 | loss: 0.0313746 | val_loss: 0.0312947 | Time: 4142.03 ms [2021-08-23 01:11:42 main:574] : INFO : Epoch 2016 | loss: 0.031245 | val_loss: 0.0312163 | Time: 4258.02 ms [2021-08-23 01:11:46 main:574] : INFO : Epoch 2017 | loss: 0.0311995 | val_loss: 0.0311915 | Time: 4088.59 ms [2021-08-23 01:11:50 main:574] : INFO : Epoch 2018 | loss: 0.0311907 | val_loss: 0.0311892 | Time: 4099.28 ms [2021-08-23 01:11:54 main:574] : INFO : Epoch 2019 | loss: 0.0311884 | val_loss: 0.0311875 | Time: 4126.7 ms [2021-08-23 01:11:59 main:574] : INFO : Epoch 2020 | loss: 0.0311887 | val_loss: 0.0311879 | Time: 4349.59 ms [2021-08-23 01:12:03 main:574] : INFO : Epoch 2021 | loss: 0.0311882 | val_loss: 0.0311875 | Time: 4122.86 ms [2021-08-23 01:12:07 main:574] : INFO : Epoch 2022 | loss: 0.0311875 | val_loss: 0.0311865 | Time: 4105.22 ms [2021-08-23 01:12:11 main:574] : INFO : Epoch 2023 | loss: 0.0311868 | val_loss: 0.0311869 | Time: 4027.74 ms [2021-08-23 01:12:15 main:574] : INFO : Epoch 2024 | loss: 0.0311854 | val_loss: 0.0311828 | Time: 4041.17 ms [2021-08-23 01:12:19 main:574] : INFO : Epoch 2025 | loss: 0.0311764 | val_loss: 0.0311709 | Time: 4098.55 ms [2021-08-23 01:12:23 main:574] : INFO : Epoch 2026 | loss: 0.0311661 | val_loss: 0.0311668 | Time: 4054.6 ms [2021-08-23 01:12:27 main:574] : INFO : Epoch 2027 | loss: 0.0311627 | val_loss: 0.0311663 | Time: 4047.99 ms [2021-08-23 01:12:31 main:574] : INFO : Epoch 2028 | loss: 0.0311616 | val_loss: 0.0311643 | Time: 4111.58 ms [2021-08-23 01:12:35 main:574] : INFO : Epoch 2029 | loss: 0.0311597 | val_loss: 0.0311664 | Time: 4074.77 ms [2021-08-23 01:12:39 main:574] : INFO : Epoch 2030 | loss: 0.0311588 | val_loss: 0.0311655 | Time: 3983.86 ms [2021-08-23 01:12:44 main:574] : INFO : Epoch 2031 | loss: 0.0311572 | val_loss: 0.0311649 | Time: 4195.3 ms [2021-08-23 01:12:48 main:574] : INFO : Epoch 2032 | loss: 0.0311572 | val_loss: 0.0311673 | Time: 4209.1 ms [2021-08-23 01:12:52 main:574] : INFO : Epoch 2033 | loss: 0.0311579 | val_loss: 0.0311655 | Time: 4129.15 ms [2021-08-23 01:12:56 main:574] : INFO : Epoch 2034 | loss: 0.0311566 | val_loss: 0.0311638 | Time: 4170.73 ms [2021-08-23 01:13:00 main:574] : INFO : Epoch 2035 | loss: 0.0311567 | val_loss: 0.0311638 | Time: 4195.51 ms [2021-08-23 01:13:04 main:574] : INFO : Epoch 2036 | loss: 0.031156 | val_loss: 0.0311639 | Time: 4046.17 ms [2021-08-23 01:13:09 main:574] : INFO : Epoch 2037 | loss: 0.0311545 | val_loss: 0.0311629 | Time: 4185.52 ms [2021-08-23 01:13:13 main:574] : INFO : Epoch 2038 | loss: 0.0311547 | val_loss: 0.0311642 | Time: 4162.62 ms [2021-08-23 01:13:17 main:574] : INFO : Epoch 2039 | loss: 0.0311555 | val_loss: 0.0311627 | Time: 4116.99 ms [2021-08-23 01:13:21 main:574] : INFO : Epoch 2040 | loss: 0.0311553 | val_loss: 0.0311645 | Time: 4144.6 ms [2021-08-23 01:13:25 main:574] : INFO : Epoch 2041 | loss: 0.0311545 | val_loss: 0.031163 | Time: 4074.46 ms [2021-08-23 01:13:29 main:574] : INFO : Epoch 2042 | loss: 0.0311536 | val_loss: 0.0311622 | Time: 4133.68 ms [2021-08-23 01:13:34 main:574] : INFO : Epoch 2043 | loss: 0.0311546 | val_loss: 0.0311658 | Time: 4124.75 ms [2021-08-23 01:13:38 main:574] : INFO : Epoch 2044 | loss: 0.0311547 | val_loss: 0.0311631 | Time: 4047.93 ms [2021-08-23 01:13:42 main:574] : INFO : Epoch 2045 | loss: 0.0311532 | val_loss: 0.0311624 | Time: 4046.59 ms [2021-08-23 01:13:46 main:574] : INFO : Epoch 2046 | loss: 0.0311537 | val_loss: 0.0311637 | Time: 4183.47 ms [2021-08-23 01:13:50 main:574] : INFO : Epoch 2047 | loss: 0.0311526 | val_loss: 0.0311625 | Time: 4093.13 ms [2021-08-23 01:13:54 main:574] : INFO : Epoch 2048 | loss: 0.0311526 | val_loss: 0.0311616 | Time: 4318.41 ms [2021-08-23 01:13:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311616 [2021-08-23 01:13:54 main:603] : INFO : Saving end state to config to file [2021-08-23 01:13:54 main:608] : INFO : Success, exiting.. 01:13:54 (5648): 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)