Task 13559994
| Name | ParityModified-1647041113-20715-1-0_1 |
| Workunit | 10122015 |
| Created | 22 Mar 2022, 19:27:59 UTC |
| Sent | 22 Mar 2022, 20:26:31 UTC |
| Report deadline | 30 Mar 2022, 20:26:31 UTC |
| Received | 26 Mar 2022, 17:42:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21006 |
| Run time | 2 hours 4 min 24 sec |
| CPU time | 2 hours 2 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,255.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 03-26 18:10:17 main:574] : INFO : Epoch 1542 | loss: 0.03113 | val_loss: 0.0311606 | Time: 3624.44 ms [2022-03-26 18:10:21 main:574] : INFO : Epoch 1543 | loss: 0.0311276 | val_loss: 0.0311532 | Time: 3603.31 ms [2022-03-26 18:10:24 main:574] : INFO : Epoch 1544 | loss: 0.031125 | val_loss: 0.0311578 | Time: 3632.05 ms [2022-03-26 18:10:28 main:574] : INFO : Epoch 1545 | loss: 0.0311219 | val_loss: 0.0311636 | Time: 3676.05 ms [2022-03-26 18:10:32 main:574] : INFO : Epoch 1546 | loss: 0.0311177 | val_loss: 0.0311566 | Time: 3624.51 ms [2022-03-26 18:10:35 main:574] : INFO : Epoch 1547 | loss: 0.0311172 | val_loss: 0.0311558 | Time: 3626.24 ms [2022-03-26 18:10:39 main:574] : INFO : Epoch 1548 | loss: 0.0311176 | val_loss: 0.0311585 | Time: 3629.05 ms [2022-03-26 18:10:42 main:574] : INFO : Epoch 1549 | loss: 0.03112 | val_loss: 0.0311594 | Time: 3605.56 ms [2022-03-26 18:10:46 main:574] : INFO : Epoch 1550 | loss: 0.0311216 | val_loss: 0.0311562 | Time: 3627.39 ms [2022-03-26 18:10:50 main:574] : INFO : Epoch 1551 | loss: 0.0311174 | val_loss: 0.0311568 | Time: 3631.08 ms [2022-03-26 18:10:53 main:574] : INFO : Epoch 1552 | loss: 0.0311141 | val_loss: 0.0311568 | Time: 3619.29 ms [2022-03-26 18:10:57 main:574] : INFO : Epoch 1553 | loss: 0.031115 | val_loss: 0.0311567 | Time: 3622.14 ms [2022-03-26 18:11:01 main:574] : INFO : Epoch 1554 | loss: 0.0311142 | val_loss: 0.0311652 | Time: 3681.4 ms [2022-03-26 18:11:04 main:574] : INFO : Epoch 1555 | loss: 0.0311124 | val_loss: 0.031165 | Time: 3611.11 ms [2022-03-26 18:11:08 main:574] : INFO : Epoch 1556 | loss: 0.0311156 | val_loss: 0.0311669 | Time: 3627.77 ms [2022-03-26 18:11:12 main:574] : INFO : Epoch 1557 | loss: 0.0311204 | val_loss: 0.0311634 | Time: 3621.18 ms [2022-03-26 18:11:15 main:574] : INFO : Epoch 1558 | loss: 0.0311171 | val_loss: 0.0311563 | Time: 3609.22 ms [2022-03-26 18:11:19 main:574] : INFO : Epoch 1559 | loss: 0.0311169 | val_loss: 0.0311581 | Time: 3619.21 ms [2022-03-26 18:11:22 main:574] : INFO : Epoch 1560 | loss: 0.0311154 | val_loss: 0.031157 | Time: 3621.23 ms [2022-03-26 18:11:26 main:574] : INFO : Epoch 1561 | loss: 0.031117 | val_loss: 0.0311583 | Time: 3627.52 ms [2022-03-26 18:11:30 main:574] : INFO : Epoch 1562 | loss: 0.0311141 | val_loss: 0.0311584 | Time: 3640.66 ms [2022-03-26 18:11:33 main:574] : INFO : Epoch 1563 | loss: 0.0311107 | val_loss: 0.0311599 | Time: 3607.78 ms [2022-03-26 18:11:37 main:574] : INFO : Epoch 1564 | loss: 0.0311151 | val_loss: 0.0311681 | Time: 3619.04 ms [2022-03-26 18:11:41 main:574] : INFO : Epoch 1565 | loss: 0.0311144 | val_loss: 0.0311553 | Time: 3634.71 ms [2022-03-26 18:11:44 main:574] : INFO : Epoch 1566 | loss: 0.031112 | val_loss: 0.0311627 | Time: 3606.21 ms [2022-03-26 18:11:48 main:574] : INFO : Epoch 1567 | loss: 0.0311147 | val_loss: 0.0311623 | Time: 3612.08 ms [2022-03-26 18:11:51 main:574] : INFO : Epoch 1568 | loss: 0.0311121 | val_loss: 0.0311636 | Time: 3613.87 ms [2022-03-26 18:11:55 main:574] : INFO : Epoch 1569 | loss: 0.0311122 | val_loss: 0.0311571 | Time: 3610.22 ms [2022-03-26 18:11:59 main:574] : INFO : Epoch 1570 | loss: 0.031113 | val_loss: 0.0311577 | Time: 3620.25 ms [2022-03-26 18:12:02 main:574] : INFO : Epoch 1571 | loss: 0.031115 | val_loss: 0.0311581 | Time: 3623.19 ms [2022-03-26 18:12:06 main:574] : INFO : Epoch 1572 | loss: 0.0311133 | val_loss: 0.0311599 | Time: 3619.98 ms [2022-03-26 18:12:10 main:574] : INFO : Epoch 1573 | loss: 0.0311127 | val_loss: 0.0311534 | Time: 3614.99 ms [2022-03-26 18:12:13 main:574] : INFO : Epoch 1574 | loss: 0.0311124 | val_loss: 0.0311509 | Time: 3629.96 ms [2022-03-26 18:12:17 main:574] : INFO : Epoch 1575 | loss: 0.0311135 | val_loss: 0.0311571 | Time: 3615.97 ms [2022-03-26 18:12:20 main:574] : INFO : Epoch 1576 | loss: 0.0311146 | val_loss: 0.0311639 | Time: 3627.68 ms [2022-03-26 18:12:34 main:574] : INFO : Epoch 1577 | loss: 0.0311104 | val_loss: 0.0311648 | Time: 14001.8 ms [2022-03-26 18:12:38 main:574] : INFO : Epoch 1578 | loss: 0.0311079 | val_loss: 0.0311635 | Time: 3733.65 ms [2022-03-26 18:12:42 main:574] : INFO : Epoch 1579 | loss: 0.0311087 | val_loss: 0.0311619 | Time: 3711.63 ms [2022-03-26 18:12:46 main:574] : INFO : Epoch 1580 | loss: 0.0311072 | val_loss: 0.0311638 | Time: 3684.84 ms [2022-03-26 18:12:49 main:574] : INFO : Epoch 1581 | loss: 0.0311139 | val_loss: 0.031161 | Time: 3674.59 ms [2022-03-26 18:12:53 main:574] : INFO : Epoch 1582 | loss: 0.0311118 | val_loss: 0.0311588 | Time: 3667.34 ms [2022-03-26 18:12:57 main:574] : INFO : Epoch 1583 | loss: 0.031109 | val_loss: 0.0311652 | Time: 3655.61 ms [2022-03-26 18:13:00 main:574] : INFO : Epoch 1584 | loss: 0.0311185 | val_loss: 0.0311525 | Time: 3644.15 ms [2022-03-26 18:13:04 main:574] : INFO : Epoch 1585 | loss: 0.0311239 | val_loss: 0.0311594 | Time: 3623.11 ms [2022-03-26 18:13:07 main:574] : INFO : Epoch 1586 | loss: 0.0311201 | val_loss: 0.03117 | Time: 3624.72 ms [2022-03-26 18:13:11 main:574] : INFO : Epoch 1587 | loss: 0.031114 | val_loss: 0.0311577 | Time: 3617.97 ms [2022-03-26 18:13:15 main:574] : INFO : Epoch 1588 | loss: 0.0311114 | val_loss: 0.0311689 | Time: 3613.91 ms [2022-03-26 18:13:18 main:574] : INFO : Epoch 1589 | loss: 0.0311127 | val_loss: 0.0311577 | Time: 3611.32 ms [2022-03-26 18:13:22 main:574] : INFO : Epoch 1590 | loss: 0.0311129 | val_loss: 0.031163 | Time: 3621.08 ms [2022-03-26 18:13:26 main:574] : INFO : Epoch 1591 | loss: 0.0311144 | val_loss: 0.0311677 | Time: 3627.33 ms [2022-03-26 18:13:29 main:574] : INFO : Epoch 1592 | loss: 0.0311193 | val_loss: 0.0311598 | Time: 3622 ms [2022-03-26 18:13:33 main:574] : INFO : Epoch 1593 | loss: 0.0311185 | val_loss: 0.031153 | Time: 3616.01 ms [2022-03-26 18:13:36 main:574] : INFO : Epoch 1594 | loss: 0.0311164 | val_loss: 0.0311641 | Time: 3601.25 ms [2022-03-26 18:13:40 main:574] : INFO : Epoch 1595 | loss: 0.0311116 | val_loss: 0.0311646 | Time: 3628.37 ms [2022-03-26 18:13:44 main:574] : INFO : Epoch 1596 | loss: 0.0311124 | val_loss: 0.0311634 | Time: 3627.86 ms [2022-03-26 18:13:47 main:574] : INFO : Epoch 1597 | loss: 0.0311121 | val_loss: 0.0311639 | Time: 3622.76 ms [2022-03-26 18:13:51 main:574] : INFO : Epoch 1598 | loss: 0.031114 | val_loss: 0.0311649 | Time: 3615.21 ms [2022-03-26 18:13:55 main:574] : INFO : Epoch 1599 | loss: 0.0311159 | val_loss: 0.0311614 | Time: 3611.88 ms [2022-03-26 18:13:58 main:574] : INFO : Epoch 1600 | loss: 0.0311118 | val_loss: 0.031165 | Time: 3624.05 ms [2022-03-26 18:14:02 main:574] : INFO : Epoch 1601 | loss: 0.0311138 | val_loss: 0.0311584 | Time: 3758.62 ms [2022-03-26 18:14:06 main:574] : INFO : Epoch 1602 | loss: 0.031114 | val_loss: 0.0311578 | Time: 3627.48 ms [2022-03-26 18:14:09 main:574] : INFO : Epoch 1603 | loss: 0.031112 | val_loss: 0.0311524 | Time: 3621.03 ms [2022-03-26 18:14:13 main:574] : INFO : Epoch 1604 | loss: 0.0311135 | val_loss: 0.0311676 | Time: 3607.16 ms [2022-03-26 18:14:16 main:574] : INFO : Epoch 1605 | loss: 0.0311116 | val_loss: 0.0311649 | Time: 3615.15 ms [2022-03-26 18:14:20 main:574] : INFO : Epoch 1606 | loss: 0.0311094 | val_loss: 0.0311655 | Time: 3609.48 ms [2022-03-26 18:14:24 main:574] : INFO : Epoch 1607 | loss: 0.0311097 | val_loss: 0.0311565 | Time: 3630 ms [2022-03-26 18:14:27 main:574] : INFO : Epoch 1608 | loss: 0.0311112 | val_loss: 0.0311625 | Time: 3616.2 ms [2022-03-26 18:14:31 main:574] : INFO : Epoch 1609 | loss: 0.0311169 | val_loss: 0.0311573 | Time: 3623.68 ms [2022-03-26 18:14:35 main:574] : INFO : Epoch 1610 | loss: 0.0311282 | val_loss: 0.0311517 | Time: 3622.96 ms [2022-03-26 18:14:38 main:574] : INFO : Epoch 1611 | loss: 0.0311222 | val_loss: 0.0311529 | Time: 3631 ms [2022-03-26 18:14:42 main:574] : INFO : Epoch 1612 | loss: 0.0311203 | val_loss: 0.0311544 | Time: 3613.33 ms [2022-03-26 18:14:45 main:574] : INFO : Epoch 1613 | loss: 0.0311198 | val_loss: 0.0311513 | Time: 3599.04 ms [2022-03-26 18:14:49 main:574] : INFO : Epoch 1614 | loss: 0.0311148 | val_loss: 0.0311568 | Time: 3595.88 ms [2022-03-26 18:14:53 main:574] : INFO : Epoch 1615 | loss: 0.031112 | val_loss: 0.0311619 | Time: 3631.34 ms [2022-03-26 18:14:56 main:574] : INFO : Epoch 1616 | loss: 0.0311181 | val_loss: 0.0311561 | Time: 3611.27 ms [2022-03-26 18:15:00 main:574] : INFO : Epoch 1617 | loss: 0.0311156 | val_loss: 0.0311605 | Time: 3625.24 ms [2022-03-26 18:15:04 main:574] : INFO : Epoch 1618 | loss: 0.0311087 | val_loss: 0.0311601 | Time: 3607.14 ms [2022-03-26 18:15:07 main:574] : INFO : Epoch 1619 | loss: 0.0311126 | val_loss: 0.0311583 | Time: 3696.63 ms [2022-03-26 18:15:11 main:574] : INFO : Epoch 1620 | loss: 0.0311128 | val_loss: 0.0311555 | Time: 3608.96 ms [2022-03-26 18:15:14 main:574] : INFO : Epoch 1621 | loss: 0.0311093 | val_loss: 0.0311559 | Time: 3637.89 ms [2022-03-26 18:15:18 main:574] : INFO : Epoch 1622 | loss: 0.0311075 | val_loss: 0.0311637 | Time: 3626.26 ms [2022-03-26 18:15:22 main:574] : INFO : Epoch 1623 | loss: 0.0311104 | val_loss: 0.0311569 | Time: 3618.91 ms [2022-03-26 18:15:36 main:574] : INFO : Epoch 1624 | loss: 0.0311102 | val_loss: 0.0311531 | Time: 13829.5 ms [2022-03-26 18:15:39 main:574] : INFO : Epoch 1625 | loss: 0.0311097 | val_loss: 0.0311532 | Time: 3742.05 ms [2022-03-26 18:15:43 main:574] : INFO : Epoch 1626 | loss: 0.0311058 | val_loss: 0.0311575 | Time: 3721.07 ms [2022-03-26 18:15:47 main:574] : INFO : Epoch 1627 | loss: 0.0311037 | val_loss: 0.031161 | Time: 3678.06 ms [2022-03-26 18:15:50 main:574] : INFO : Epoch 1628 | loss: 0.0311045 | val_loss: 0.0311586 | Time: 3673.05 ms [2022-03-26 18:15:54 main:574] : INFO : Epoch 1629 | loss: 0.0311038 | val_loss: 0.0311646 | Time: 3640.06 ms [2022-03-26 18:15:58 main:574] : INFO : Epoch 1630 | loss: 0.0311073 | val_loss: 0.0311743 | Time: 3652.13 ms [2022-03-26 18:16:01 main:574] : INFO : Epoch 1631 | loss: 0.031107 | val_loss: 0.0311677 | Time: 3650.56 ms [2022-03-26 18:16:05 main:574] : INFO : Epoch 1632 | loss: 0.03111 | val_loss: 0.0311596 | Time: 3624.19 ms [2022-03-26 18:16:09 main:574] : INFO : Epoch 1633 | loss: 0.0311073 | val_loss: 0.0311669 | Time: 3621.06 ms [2022-03-26 18:16:12 main:574] : INFO : Epoch 1634 | loss: 0.0311058 | val_loss: 0.0311775 | Time: 3635.58 ms [2022-03-26 18:16:16 main:574] : INFO : Epoch 1635 | loss: 0.0311185 | val_loss: 0.0311584 | Time: 3596.53 ms [2022-03-26 18:16:19 main:574] : INFO : Epoch 1636 | loss: 0.0311132 | val_loss: 0.031157 | Time: 3610.08 ms [2022-03-26 18:16:23 main:574] : INFO : Epoch 1637 | loss: 0.0311069 | val_loss: 0.0311584 | Time: 3627.06 ms [2022-03-26 18:16:27 main:574] : INFO : Epoch 1638 | loss: 0.0311029 | val_loss: 0.0311576 | Time: 3620.89 ms [2022-03-26 18:16:30 main:574] : INFO : Epoch 1639 | loss: 0.0311013 | val_loss: 0.031162 | Time: 3619.96 ms [2022-03-26 18:16:34 main:574] : INFO : Epoch 1640 | loss: 0.031104 | val_loss: 0.0311642 | Time: 3613.8 ms [2022-03-26 18:16:38 main:574] : INFO : Epoch 1641 | loss: 0.0311037 | val_loss: 0.0311601 | Time: 3601.3 ms [2022-03-26 18:16:41 main:574] : INFO : Epoch 1642 | loss: 0.0311034 | val_loss: 0.0311641 | Time: 3624.25 ms [2022-03-26 18:16:45 main:574] : INFO : Epoch 1643 | loss: 0.0311044 | val_loss: 0.0311602 | Time: 3601.87 ms [2022-03-26 18:16:48 main:574] : INFO : Epoch 1644 | loss: 0.0311166 | val_loss: 0.0311582 | Time: 3626.8 ms [2022-03-26 18:16:52 main:574] : INFO : Epoch 1645 | loss: 0.0311117 | val_loss: 0.0311626 | Time: 3616.76 ms [2022-03-26 18:16:56 main:574] : INFO : Epoch 1646 | loss: 0.0311065 | val_loss: 0.0311666 | Time: 3607.66 ms [2022-03-26 18:16:59 main:574] : INFO : Epoch 1647 | loss: 0.0311058 | val_loss: 0.0311624 | Time: 3624.68 ms [2022-03-26 18:17:03 main:574] : INFO : Epoch 1648 | loss: 0.0311011 | val_loss: 0.03116 | Time: 3621.16 ms [2022-03-26 18:17:07 main:574] : INFO : Epoch 1649 | loss: 0.0310992 | val_loss: 0.0311583 | Time: 3623.28 ms [2022-03-26 18:17:10 main:574] : INFO : Epoch 1650 | loss: 0.031101 | val_loss: 0.0311664 | Time: 3620.65 ms [2022-03-26 18:17:14 main:574] : INFO : Epoch 1651 | loss: 0.0311088 | val_loss: 0.0311619 | Time: 3621.44 ms [2022-03-26 18:17:17 main:574] : INFO : Epoch 1652 | loss: 0.0311047 | val_loss: 0.0311576 | Time: 3625.5 ms [2022-03-26 18:17:21 main:574] : INFO : Epoch 1653 | loss: 0.031104 | val_loss: 0.0311646 | Time: 3684.31 ms [2022-03-26 18:17:25 main:574] : INFO : Epoch 1654 | loss: 0.0311001 | val_loss: 0.0311603 | Time: 3627.93 ms [2022-03-26 18:17:28 main:574] : INFO : Epoch 1655 | loss: 0.0311002 | val_loss: 0.031156 | Time: 3618.38 ms [2022-03-26 18:17:32 main:574] : INFO : Epoch 1656 | loss: 0.0311017 | val_loss: 0.0311615 | Time: 3624.39 ms [2022-03-26 18:17:36 main:574] : INFO : Epoch 1657 | loss: 0.0311018 | val_loss: 0.0311572 | Time: 3604.5 ms [2022-03-26 18:17:39 main:574] : INFO : Epoch 1658 | loss: 0.0311088 | val_loss: 0.0311664 | Time: 3621.83 ms [2022-03-26 18:17:43 main:574] : INFO : Epoch 1659 | loss: 0.0311061 | val_loss: 0.0311716 | Time: 3623.45 ms [2022-03-26 18:17:46 main:574] : INFO : Epoch 1660 | loss: 0.0311031 | val_loss: 0.031169 | Time: 3630.44 ms [2022-03-26 18:17:50 main:574] : INFO : Epoch 1661 | loss: 0.0310993 | val_loss: 0.0311625 | Time: 3616.26 ms [2022-03-26 18:17:54 main:574] : INFO : Epoch 1662 | loss: 0.0310999 | val_loss: 0.0311684 | Time: 3618.57 ms [2022-03-26 18:17:57 main:574] : INFO : Epoch 1663 | loss: 0.031103 | val_loss: 0.0311646 | Time: 3618.87 ms [2022-03-26 18:18:01 main:574] : INFO : Epoch 1664 | loss: 0.0311018 | val_loss: 0.0311648 | Time: 3628.91 ms [2022-03-26 18:18:05 main:574] : INFO : Epoch 1665 | loss: 0.0311003 | val_loss: 0.0311632 | Time: 3601.86 ms [2022-03-26 18:18:08 main:574] : INFO : Epoch 1666 | loss: 0.0310971 | val_loss: 0.0311603 | Time: 3624.82 ms [2022-03-26 18:18:12 main:574] : INFO : Epoch 1667 | loss: 0.0310996 | val_loss: 0.0311577 | Time: 3606.47 ms [2022-03-26 18:18:15 main:574] : INFO : Epoch 1668 | loss: 0.0310978 | val_loss: 0.0311626 | Time: 3615.5 ms [2022-03-26 18:18:19 main:574] : INFO : Epoch 1669 | loss: 0.0311017 | val_loss: 0.0311658 | Time: 3676.9 ms [2022-03-26 18:18:23 main:574] : INFO : Epoch 1670 | loss: 0.0310984 | val_loss: 0.0311662 | Time: 3620.07 ms [2022-03-26 18:18:26 main:574] : INFO : Epoch 1671 | loss: 0.0310979 | val_loss: 0.031179 | Time: 3625.19 ms [2022-03-26 18:18:30 main:574] : INFO : Epoch 1672 | loss: 0.0310989 | val_loss: 0.0311654 | Time: 3622.73 ms [2022-03-26 18:18:34 main:574] : INFO : Epoch 1673 | loss: 0.0310975 | val_loss: 0.0311695 | Time: 3592.25 ms [2022-03-26 18:18:37 main:574] : INFO : Epoch 1674 | loss: 0.0310996 | val_loss: 0.031163 | Time: 3619.14 ms [2022-03-26 18:18:41 main:574] : INFO : Epoch 1675 | loss: 0.0311022 | val_loss: 0.031164 | Time: 3616.85 ms [2022-03-26 18:18:44 main:574] : INFO : Epoch 1676 | loss: 0.0311071 | val_loss: 0.0311618 | Time: 3626.3 ms [2022-03-26 18:18:48 main:574] : INFO : Epoch 1677 | loss: 0.0311076 | val_loss: 0.0311596 | Time: 3607.75 ms [2022-03-26 18:18:52 main:574] : INFO : Epoch 1678 | loss: 0.0311028 | val_loss: 0.031161 | Time: 3631.23 ms [2022-03-26 18:18:55 main:574] : INFO : Epoch 1679 | loss: 0.0310999 | val_loss: 0.0311635 | Time: 3620.77 ms [2022-03-26 18:18:59 main:574] : INFO : Epoch 1680 | loss: 0.0310985 | val_loss: 0.0311707 | Time: 3604.57 ms [2022-03-26 18:19:03 main:574] : INFO : Epoch 1681 | loss: 0.0311012 | val_loss: 0.0311622 | Time: 3605.14 ms [2022-03-26 18:19:06 main:574] : INFO : Epoch 1682 | loss: 0.0311013 | val_loss: 0.0311618 | Time: 3603.07 ms [2022-03-26 18:19:10 main:574] : INFO : Epoch 1683 | loss: 0.0310972 | val_loss: 0.0311795 | Time: 3634.59 ms [2022-03-26 18:19:13 main:574] : INFO : Epoch 1684 | loss: 0.0310958 | val_loss: 0.0311627 | Time: 3612.66 ms [2022-03-26 18:19:17 main:574] : INFO : Epoch 1685 | loss: 0.0310964 | val_loss: 0.0311657 | Time: 3610.15 ms [2022-03-26 18:19:21 main:574] : INFO : Epoch 1686 | loss: 0.031095 | val_loss: 0.0311633 | Time: 3630.59 ms [2022-03-26 18:19:24 main:574] : INFO : Epoch 1687 | loss: 0.0311017 | val_loss: 0.0311727 | Time: 3622.26 ms [2022-03-26 18:19:28 main:574] : INFO : Epoch 1688 | loss: 0.0311409 | val_loss: 0.0311628 | Time: 3611.39 ms [2022-03-26 18:19:32 main:574] : INFO : Epoch 1689 | loss: 0.0311532 | val_loss: 0.0311556 | Time: 3623.22 ms [2022-03-26 18:19:35 main:574] : INFO : Epoch 1690 | loss: 0.0311486 | val_loss: 0.0311616 | Time: 3629.5 ms [2022-03-26 18:19:39 main:574] : INFO : Epoch 1691 | loss: 0.0311475 | val_loss: 0.0311549 | Time: 3619.3 ms [2022-03-26 18:19:42 main:574] : INFO : Epoch 1692 | loss: 0.0311406 | val_loss: 0.0311473 | Time: 3647.43 ms [2022-03-26 18:19:46 main:574] : INFO : Epoch 1693 | loss: 0.0311393 | val_loss: 0.0311462 | Time: 3627.41 ms [2022-03-26 18:19:50 main:574] : INFO : Epoch 1694 | loss: 0.0311382 | val_loss: 0.0311468 | Time: 3625.83 ms [2022-03-26 18:19:53 main:574] : INFO : Epoch 1695 | loss: 0.0311363 | val_loss: 0.0311483 | Time: 3627.04 ms [2022-03-26 18:19:57 main:574] : INFO : Epoch 1696 | loss: 0.031133 | val_loss: 0.0311453 | Time: 3625.55 ms [2022-03-26 18:20:01 main:574] : INFO : Epoch 1697 | loss: 0.0311311 | val_loss: 0.0311441 | Time: 3629.37 ms [2022-03-26 18:20:04 main:574] : INFO : Epoch 1698 | loss: 0.0311321 | val_loss: 0.031148 | Time: 3618.87 ms [2022-03-26 18:20:08 main:574] : INFO : Epoch 1699 | loss: 0.0311307 | val_loss: 0.0311439 | Time: 3623.5 ms [2022-03-26 18:20:11 main:574] : INFO : Epoch 1700 | loss: 0.0311256 | val_loss: 0.0311429 | Time: 3619.77 ms [2022-03-26 18:20:15 main:574] : INFO : Epoch 1701 | loss: 0.0311229 | val_loss: 0.0311473 | Time: 3601.7 ms [2022-03-26 18:20:19 main:574] : INFO : Epoch 1702 | loss: 0.0311259 | val_loss: 0.0311541 | Time: 3625.29 ms [2022-03-26 18:20:22 main:574] : INFO : Epoch 1703 | loss: 0.0311229 | val_loss: 0.0311427 | Time: 3627.87 ms [2022-03-26 18:20:26 main:574] : INFO : Epoch 1704 | loss: 0.0311233 | val_loss: 0.0311486 | Time: 3628.55 ms [2022-03-26 18:20:30 main:574] : INFO : Epoch 1705 | loss: 0.031122 | val_loss: 0.0311442 | Time: 3614.67 ms [2022-03-26 18:20:33 main:574] : INFO : Epoch 1706 | loss: 0.0311207 | val_loss: 0.0311522 | Time: 3629.9 ms [2022-03-26 18:20:37 main:574] : INFO : Epoch 1707 | loss: 0.0311185 | val_loss: 0.0311468 | Time: 3623.92 ms [2022-03-26 18:20:40 main:574] : INFO : Epoch 1708 | loss: 0.031117 | val_loss: 0.0311487 | Time: 3617.6 ms [2022-03-26 18:20:44 main:574] : INFO : Epoch 1709 | loss: 0.0311167 | val_loss: 0.0311443 | Time: 3718.68 ms [2022-03-26 18:20:48 main:574] : INFO : Epoch 1710 | loss: 0.0311155 | val_loss: 0.0311447 | Time: 3583.31 ms [2022-03-26 18:20:51 main:574] : INFO : Epoch 1711 | loss: 0.0311185 | val_loss: 0.0311467 | Time: 3623.23 ms [2022-03-26 18:20:55 main:574] : INFO : Epoch 1712 | loss: 0.0311175 | val_loss: 0.0311445 | Time: 3597.45 ms [2022-03-26 18:20:59 main:574] : INFO : Epoch 1713 | loss: 0.0311171 | val_loss: 0.0311479 | Time: 3605.42 ms [2022-03-26 18:21:02 main:574] : INFO : Epoch 1714 | loss: 0.0311129 | val_loss: 0.0311481 | Time: 3636.72 ms [2022-03-26 18:21:06 main:574] : INFO : Epoch 1715 | loss: 0.0311113 | val_loss: 0.0311452 | Time: 3613.19 ms [2022-03-26 18:21:09 main:574] : INFO : Epoch 1716 | loss: 0.0311113 | val_loss: 0.0311521 | Time: 3611.48 ms [2022-03-26 18:21:13 main:574] : INFO : Epoch 1717 | loss: 0.0311113 | val_loss: 0.0311515 | Time: 3631.39 ms [2022-03-26 18:21:17 main:574] : INFO : Epoch 1718 | loss: 0.0311208 | val_loss: 0.0311415 | Time: 3613.33 ms [2022-03-26 18:21:20 main:574] : INFO : Epoch 1719 | loss: 0.0311205 | val_loss: 0.0311408 | Time: 3626.37 ms [2022-03-26 18:21:24 main:574] : INFO : Epoch 1720 | loss: 0.0311198 | val_loss: 0.0311478 | Time: 3619.63 ms [2022-03-26 18:21:28 main:574] : INFO : Epoch 1721 | loss: 0.03112 | val_loss: 0.0311445 | Time: 3605.15 ms [2022-03-26 18:21:31 main:574] : INFO : Epoch 1722 | loss: 0.0311156 | val_loss: 0.0311566 | Time: 3593.29 ms [2022-03-26 18:21:35 main:574] : INFO : Epoch 1723 | loss: 0.0311161 | val_loss: 0.0311432 | Time: 3628.23 ms [2022-03-26 18:21:38 main:574] : INFO : Epoch 1724 | loss: 0.0311127 | val_loss: 0.0311442 | Time: 3625.54 ms [2022-03-26 18:21:42 main:574] : INFO : Epoch 1725 | loss: 0.031111 | val_loss: 0.0311502 | Time: 3606.22 ms [2022-03-26 18:21:46 main:574] : INFO : Epoch 1726 | loss: 0.0311123 | val_loss: 0.0311488 | Time: 3630.23 ms [2022-03-26 18:21:49 main:574] : INFO : Epoch 1727 | loss: 0.0311127 | val_loss: 0.0311541 | Time: 3629.51 ms [2022-03-26 18:21:53 main:574] : INFO : Epoch 1728 | loss: 0.0311109 | val_loss: 0.0311461 | Time: 3628.51 ms [2022-03-26 18:21:57 main:574] : INFO : Epoch 1729 | loss: 0.031112 | val_loss: 0.0311491 | Time: 3614.49 ms [2022-03-26 18:22:00 main:574] : INFO : Epoch 1730 | loss: 0.0311102 | val_loss: 0.0311545 | Time: 3623.83 ms [2022-03-26 18:22:04 main:574] : INFO : Epoch 1731 | loss: 0.03111 | val_loss: 0.0311419 | Time: 3597.98 ms [2022-03-26 18:22:07 main:574] : INFO : Epoch 1732 | loss: 0.0311102 | val_loss: 0.0311571 | Time: 3627.74 ms [2022-03-26 18:22:11 main:574] : INFO : Epoch 1733 | loss: 0.0311086 | val_loss: 0.0311505 | Time: 3622.08 ms [2022-03-26 18:22:15 main:574] : INFO : Epoch 1734 | loss: 0.031111 | val_loss: 0.0311512 | Time: 3626.23 ms [2022-03-26 18:22:18 main:574] : INFO : Epoch 1735 | loss: 0.0311088 | val_loss: 0.031148 | Time: 3629.55 ms [2022-03-26 18:22:22 main:574] : INFO : Epoch 1736 | loss: 0.0311081 | val_loss: 0.0311474 | Time: 3659.25 ms [2022-03-26 18:22:26 main:574] : INFO : Epoch 1737 | loss: 0.0311074 | val_loss: 0.0311535 | Time: 3611.9 ms [2022-03-26 18:22:29 main:574] : INFO : Epoch 1738 | loss: 0.0311076 | val_loss: 0.031153 | Time: 3617.83 ms [2022-03-26 18:22:33 main:574] : INFO : Epoch 1739 | loss: 0.0311047 | val_loss: 0.0311599 | Time: 3603.44 ms [2022-03-26 18:22:36 main:574] : INFO : Epoch 1740 | loss: 0.0311056 | val_loss: 0.0311497 | Time: 3641.85 ms [2022-03-26 18:22:40 main:574] : INFO : Epoch 1741 | loss: 0.0311038 | val_loss: 0.0311474 | Time: 3630.15 ms [2022-03-26 18:22:44 main:574] : INFO : Epoch 1742 | loss: 0.0311037 | val_loss: 0.0311512 | Time: 3612.39 ms [2022-03-26 18:22:47 main:574] : INFO : Epoch 1743 | loss: 0.0311054 | val_loss: 0.0311522 | Time: 3625.18 ms [2022-03-26 18:22:51 main:574] : INFO : Epoch 1744 | loss: 0.0311056 | val_loss: 0.0311489 | Time: 3627.48 ms [2022-03-26 18:22:55 main:574] : INFO : Epoch 1745 | loss: 0.0311073 | val_loss: 0.0311512 | Time: 3597.44 ms [2022-03-26 18:22:58 main:574] : INFO : Epoch 1746 | loss: 0.0311058 | val_loss: 0.0311507 | Time: 3611.9 ms [2022-03-26 18:23:02 main:574] : INFO : Epoch 1747 | loss: 0.0311046 | val_loss: 0.0311525 | Time: 3625.56 ms [2022-03-26 18:23:05 main:574] : INFO : Epoch 1748 | loss: 0.0311025 | val_loss: 0.0311571 | Time: 3594.72 ms [2022-03-26 18:23:09 main:574] : INFO : Epoch 1749 | loss: 0.0311129 | val_loss: 0.031148 | Time: 3625.74 ms [2022-03-26 18:23:13 main:574] : INFO : Epoch 1750 | loss: 0.0311197 | val_loss: 0.0311571 | Time: 3614.12 ms [2022-03-26 18:23:16 main:574] : INFO : Epoch 1751 | loss: 0.031115 | val_loss: 0.031143 | Time: 3622.3 ms [2022-03-26 18:23:20 main:574] : INFO : Epoch 1752 | loss: 0.0311115 | val_loss: 0.0311509 | Time: 3612.37 ms [2022-03-26 18:23:24 main:574] : INFO : Epoch 1753 | loss: 0.0311241 | val_loss: 0.0311494 | Time: 3620.15 ms [2022-03-26 18:23:27 main:574] : INFO : Epoch 1754 | loss: 0.0311336 | val_loss: 0.0311473 | Time: 3632.66 ms [2022-03-26 18:23:31 main:574] : INFO : Epoch 1755 | loss: 0.0311248 | val_loss: 0.031143 | Time: 3620.34 ms [2022-03-26 18:23:34 main:574] : INFO : Epoch 1756 | loss: 0.0311207 | val_loss: 0.0311438 | Time: 3624.11 ms [2022-03-26 18:23:38 main:574] : INFO : Epoch 1757 | loss: 0.0311155 | val_loss: 0.03114 | Time: 3618.23 ms [2022-03-26 18:23:42 main:574] : INFO : Epoch 1758 | loss: 0.0311118 | val_loss: 0.0311426 | Time: 3586.5 ms [2022-03-26 18:23:45 main:574] : INFO : Epoch 1759 | loss: 0.0311112 | val_loss: 0.0311445 | Time: 3621.21 ms [2022-03-26 18:23:49 main:574] : INFO : Epoch 1760 | loss: 0.0311148 | val_loss: 0.0311426 | Time: 3611.38 ms [2022-03-26 18:23:52 main:574] : INFO : Epoch 1761 | loss: 0.0311107 | val_loss: 0.0311485 | Time: 3599.23 ms [2022-03-26 18:23:56 main:574] : INFO : Epoch 1762 | loss: 0.0311101 | val_loss: 0.0311464 | Time: 3626.63 ms [2022-03-26 18:24:00 main:574] : INFO : Epoch 1763 | loss: 0.031107 | val_loss: 0.0311481 | Time: 3615.81 ms [2022-03-26 18:24:03 main:574] : INFO : Epoch 1764 | loss: 0.0311067 | val_loss: 0.0311446 | Time: 3712.7 ms [2022-03-26 18:24:07 main:574] : INFO : Epoch 1765 | loss: 0.0311048 | val_loss: 0.0311485 | Time: 3624.61 ms [2022-03-26 18:24:11 main:574] : INFO : Epoch 1766 | loss: 0.0311063 | val_loss: 0.0311417 | Time: 3624.79 ms [2022-03-26 18:24:14 main:574] : INFO : Epoch 1767 | loss: 0.0311054 | val_loss: 0.0311497 | Time: 3606.3 ms [2022-03-26 18:24:18 main:574] : INFO : Epoch 1768 | loss: 0.0311046 | val_loss: 0.0311461 | Time: 3670.04 ms [2022-03-26 18:24:22 main:574] : INFO : Epoch 1769 | loss: 0.0311042 | val_loss: 0.0311493 | Time: 3625.52 ms [2022-03-26 18:24:25 main:574] : INFO : Epoch 1770 | loss: 0.0311081 | val_loss: 0.0311489 | Time: 3629.36 ms [2022-03-26 18:24:29 main:574] : INFO : Epoch 1771 | loss: 0.0311066 | val_loss: 0.0311498 | Time: 3628.33 ms [2022-03-26 18:24:33 main:574] : INFO : Epoch 1772 | loss: 0.0311048 | val_loss: 0.0311496 | Time: 3622.28 ms [2022-03-26 18:24:36 main:574] : INFO : Epoch 1773 | loss: 0.0311027 | val_loss: 0.0311572 | Time: 3633.73 ms [2022-03-26 18:24:40 main:574] : INFO : Epoch 1774 | loss: 0.0311082 | val_loss: 0.0311538 | Time: 3601.71 ms [2022-03-26 18:24:43 main:574] : INFO : Epoch 1775 | loss: 0.0311099 | val_loss: 0.031142 | Time: 3577.25 ms [2022-03-26 18:24:47 main:574] : INFO : Epoch 1776 | loss: 0.0311115 | val_loss: 0.0311485 | Time: 3579.81 ms [2022-03-26 18:24:51 main:574] : INFO : Epoch 1777 | loss: 0.0311108 | val_loss: 0.0311523 | Time: 3622.32 ms [2022-03-26 18:24:54 main:574] : INFO : Epoch 1778 | loss: 0.0311085 | val_loss: 0.0311524 | Time: 3626.91 ms [2022-03-26 18:24:58 main:574] : INFO : Epoch 1779 | loss: 0.0311091 | val_loss: 0.0311501 | Time: 3606.14 ms [2022-03-26 18:25:01 main:574] : INFO : Epoch 1780 | loss: 0.0311053 | val_loss: 0.0311473 | Time: 3622.79 ms [2022-03-26 18:25:05 main:574] : INFO : Epoch 1781 | loss: 0.0311027 | val_loss: 0.0311513 | Time: 3625.38 ms [2022-03-26 18:25:09 main:574] : INFO : Epoch 1782 | loss: 0.0311038 | val_loss: 0.0311535 | Time: 3632.28 ms [2022-03-26 18:25:12 main:574] : INFO : Epoch 1783 | loss: 0.0311049 | val_loss: 0.0311466 | Time: 3638.37 ms [2022-03-26 18:25:16 main:574] : INFO : Epoch 1784 | loss: 0.0311027 | val_loss: 0.0311453 | Time: 3595.9 ms [2022-03-26 18:25:20 main:574] : INFO : Epoch 1785 | loss: 0.0311033 | val_loss: 0.0311481 | Time: 3625.38 ms [2022-03-26 18:25:23 main:574] : INFO : Epoch 1786 | loss: 0.0311045 | val_loss: 0.0311532 | Time: 3620.72 ms [2022-03-26 18:25:27 main:574] : INFO : Epoch 1787 | loss: 0.0311028 | val_loss: 0.0311469 | Time: 3628.21 ms [2022-03-26 18:25:30 main:574] : INFO : Epoch 1788 | loss: 0.0310976 | val_loss: 0.031147 | Time: 3634.72 ms [2022-03-26 18:25:34 main:574] : INFO : Epoch 1789 | loss: 0.0310966 | val_loss: 0.0311496 | Time: 3622.65 ms [2022-03-26 18:25:38 main:574] : INFO : Epoch 1790 | loss: 0.0310996 | val_loss: 0.0311523 | Time: 3610.31 ms [2022-03-26 18:25:41 main:574] : INFO : Epoch 1791 | loss: 0.0311039 | val_loss: 0.0311533 | Time: 3614.26 ms [2022-03-26 18:25:45 main:574] : INFO : Epoch 1792 | loss: 0.0311051 | val_loss: 0.0311544 | Time: 3623.3 ms [2022-03-26 18:25:49 main:574] : INFO : Epoch 1793 | loss: 0.0311012 | val_loss: 0.031146 | Time: 3620.52 ms [2022-03-26 18:25:52 main:574] : INFO : Epoch 1794 | loss: 0.0311 | val_loss: 0.0311529 | Time: 3594.88 ms [2022-03-26 18:25:56 main:574] : INFO : Epoch 1795 | loss: 0.0311005 | val_loss: 0.0311516 | Time: 3624.58 ms [2022-03-26 18:25:59 main:574] : INFO : Epoch 1796 | loss: 0.0310988 | val_loss: 0.0311544 | Time: 3615.25 ms [2022-03-26 18:26:03 main:574] : INFO : Epoch 1797 | loss: 0.0310959 | val_loss: 0.0311495 | Time: 3627 ms [2022-03-26 18:26:07 main:574] : INFO : Epoch 1798 | loss: 0.0310989 | val_loss: 0.031151 | Time: 3626.51 ms [2022-03-26 18:26:10 main:574] : INFO : Epoch 1799 | loss: 0.0311035 | val_loss: 0.031151 | Time: 3626.81 ms [2022-03-26 18:26:14 main:574] : INFO : Epoch 1800 | loss: 0.0311031 | val_loss: 0.0311576 | Time: 3631.1 ms [2022-03-26 18:26:18 main:574] : INFO : Epoch 1801 | loss: 0.0311013 | val_loss: 0.0311488 | Time: 3623.24 ms [2022-03-26 18:26:21 main:574] : INFO : Epoch 1802 | loss: 0.0311032 | val_loss: 0.0311472 | Time: 3604.23 ms [2022-03-26 18:26:25 main:574] : INFO : Epoch 1803 | loss: 0.0311081 | val_loss: 0.031148 | Time: 3619.83 ms [2022-03-26 18:26:28 main:574] : INFO : Epoch 1804 | loss: 0.0311021 | val_loss: 0.0311438 | Time: 3636.72 ms [2022-03-26 18:26:32 main:574] : INFO : Epoch 1805 | loss: 0.0311 | val_loss: 0.0311506 | Time: 3624.8 ms [2022-03-26 18:26:36 main:574] : INFO : Epoch 1806 | loss: 0.0310991 | val_loss: 0.0311485 | Time: 3640.42 ms [2022-03-26 18:26:39 main:574] : INFO : Epoch 1807 | loss: 0.0310946 | val_loss: 0.0311559 | Time: 3616.52 ms [2022-03-26 18:26:43 main:574] : INFO : Epoch 1808 | loss: 0.031097 | val_loss: 0.0311526 | Time: 3694.67 ms [2022-03-26 18:26:47 main:574] : INFO : Epoch 1809 | loss: 0.0310964 | val_loss: 0.0311597 | Time: 3623.77 ms [2022-03-26 18:26:50 main:574] : INFO : Epoch 1810 | loss: 0.0310942 | val_loss: 0.031157 | Time: 3625.13 ms [2022-03-26 18:26:54 main:574] : INFO : Epoch 1811 | loss: 0.0310993 | val_loss: 0.0311591 | Time: 3615.87 ms [2022-03-26 18:26:58 main:574] : INFO : Epoch 1812 | loss: 0.031098 | val_loss: 0.0311502 | Time: 3624.07 ms [2022-03-26 18:27:01 main:574] : INFO : Epoch 1813 | loss: 0.0310997 | val_loss: 0.0311463 | Time: 3622.91 ms [2022-03-26 18:27:05 main:574] : INFO : Epoch 1814 | loss: 0.0311007 | val_loss: 0.0311471 | Time: 3612.7 ms [2022-03-26 18:27:08 main:574] : INFO : Epoch 1815 | loss: 0.0311033 | val_loss: 0.0311442 | Time: 3627.68 ms [2022-03-26 18:27:12 main:574] : INFO : Epoch 1816 | loss: 0.0311002 | val_loss: 0.0311505 | Time: 3605.52 ms [2022-03-26 18:27:16 main:574] : INFO : Epoch 1817 | loss: 0.0310972 | val_loss: 0.0311528 | Time: 3661.06 ms [2022-03-26 18:27:30 main:574] : INFO : Epoch 1818 | loss: 0.031096 | val_loss: 0.0311527 | Time: 14042.8 ms [2022-03-26 18:27:33 main:574] : INFO : Epoch 1819 | loss: 0.0310966 | val_loss: 0.0311524 | Time: 3723.32 ms [2022-03-26 18:27:37 main:574] : INFO : Epoch 1820 | loss: 0.0310953 | val_loss: 0.0311513 | Time: 3702.49 ms [2022-03-26 18:27:41 main:574] : INFO : Epoch 1821 | loss: 0.0310944 | val_loss: 0.0311498 | Time: 3673.64 ms [2022-03-26 18:27:45 main:574] : INFO : Epoch 1822 | loss: 0.0310949 | val_loss: 0.0311513 | Time: 3677.38 ms [2022-03-26 18:27:48 main:574] : INFO : Epoch 1823 | loss: 0.0310938 | val_loss: 0.0311529 | Time: 3684.98 ms [2022-03-26 18:27:52 main:574] : INFO : Epoch 1824 | loss: 0.0310955 | val_loss: 0.0311563 | Time: 3682.42 ms [2022-03-26 18:27:56 main:574] : INFO : Epoch 1825 | loss: 0.0310979 | val_loss: 0.0311602 | Time: 3694.11 ms [2022-03-26 18:27:59 main:574] : INFO : Epoch 1826 | loss: 0.0311004 | val_loss: 0.0311502 | Time: 3658.53 ms [2022-03-26 18:28:03 main:574] : INFO : Epoch 1827 | loss: 0.0310992 | val_loss: 0.0311492 | Time: 3646.53 ms [2022-03-26 18:28:07 main:574] : INFO : Epoch 1828 | loss: 0.0310995 | val_loss: 0.0311594 | Time: 3640.58 ms [2022-03-26 18:28:10 main:574] : INFO : Epoch 1829 | loss: 0.0310964 | val_loss: 0.0311516 | Time: 3629.15 ms [2022-03-26 18:28:14 main:574] : INFO : Epoch 1830 | loss: 0.0311116 | val_loss: 0.0311537 | Time: 3616.34 ms [2022-03-26 18:28:17 main:574] : INFO : Epoch 1831 | loss: 0.0311276 | val_loss: 0.0311469 | Time: 3618.2 ms [2022-03-26 18:28:21 main:574] : INFO : Epoch 1832 | loss: 0.0311204 | val_loss: 0.0311456 | Time: 3629.22 ms [2022-03-26 18:28:25 main:574] : INFO : Epoch 1833 | loss: 0.0311149 | val_loss: 0.0311398 | Time: 3619.1 ms [2022-03-26 18:28:28 main:574] : INFO : Epoch 1834 | loss: 0.0311113 | val_loss: 0.0311486 | Time: 3624.44 ms [2022-03-26 18:28:32 main:574] : INFO : Epoch 1835 | loss: 0.0311076 | val_loss: 0.0311438 | Time: 3622.56 ms [2022-03-26 18:28:36 main:574] : INFO : Epoch 1836 | loss: 0.0311043 | val_loss: 0.031147 | Time: 3624.65 ms [2022-03-26 18:28:39 main:574] : INFO : Epoch 1837 | loss: 0.0311021 | val_loss: 0.0311486 | Time: 3609 ms [2022-03-26 18:28:43 main:574] : INFO : Epoch 1838 | loss: 0.0311 | val_loss: 0.0311503 | Time: 3621.37 ms [2022-03-26 18:28:46 main:574] : INFO : Epoch 1839 | loss: 0.0310989 | val_loss: 0.0311446 | Time: 3612.45 ms [2022-03-26 18:29:00 main:574] : INFO : Epoch 1840 | loss: 0.0311021 | val_loss: 0.0311483 | Time: 13828.1 ms [2022-03-26 18:29:04 main:574] : INFO : Epoch 1841 | loss: 0.0311168 | val_loss: 0.0311501 | Time: 3738.76 ms [2022-03-26 18:29:08 main:574] : INFO : Epoch 1842 | loss: 0.0311108 | val_loss: 0.0311488 | Time: 3703.62 ms [2022-03-26 18:29:11 main:574] : INFO : Epoch 1843 | loss: 0.0311049 | val_loss: 0.0311416 | Time: 3724.4 ms [2022-03-26 18:29:15 main:574] : INFO : Epoch 1844 | loss: 0.031101 | val_loss: 0.0311526 | Time: 3703.88 ms [2022-03-26 18:29:19 main:574] : INFO : Epoch 1845 | loss: 0.0310983 | val_loss: 0.0311524 | Time: 3688.03 ms [2022-03-26 18:29:22 main:574] : INFO : Epoch 1846 | loss: 0.0310954 | val_loss: 0.0311516 | Time: 3667.12 ms [2022-03-26 18:29:26 main:574] : INFO : Epoch 1847 | loss: 0.0310993 | val_loss: 0.0311567 | Time: 3654.4 ms [2022-03-26 18:29:40 main:574] : INFO : Epoch 1848 | loss: 0.0310986 | val_loss: 0.0311478 | Time: 13619.9 ms [2022-03-26 18:29:43 main:574] : INFO : Epoch 1849 | loss: 0.031095 | val_loss: 0.0311537 | Time: 3621.2 ms [2022-03-26 18:29:47 main:574] : INFO : Epoch 1850 | loss: 0.0310961 | val_loss: 0.0311521 | Time: 3626.66 ms [2022-03-26 18:29:51 main:574] : INFO : Epoch 1851 | loss: 0.0310944 | val_loss: 0.0311593 | Time: 3666.31 ms [2022-03-26 18:29:54 main:574] : INFO : Epoch 1852 | loss: 0.0310938 | val_loss: 0.031153 | Time: 3714.84 ms [2022-03-26 18:29:58 main:574] : INFO : Epoch 1853 | loss: 0.0310945 | val_loss: 0.0311492 | Time: 3627.39 ms [2022-03-26 18:30:02 main:574] : INFO : Epoch 1854 | loss: 0.0310895 | val_loss: 0.0311515 | Time: 3633.44 ms [2022-03-26 18:30:05 main:574] : INFO : Epoch 1855 | loss: 0.0310896 | val_loss: 0.0311571 | Time: 3625.49 ms [2022-03-26 18:30:09 main:574] : INFO : Epoch 1856 | loss: 0.0310876 | val_loss: 0.031155 | Time: 3628.54 ms [2022-03-26 18:30:13 main:574] : INFO : Epoch 1857 | loss: 0.0310873 | val_loss: 0.031147 | Time: 3620.88 ms [2022-03-26 18:30:16 main:574] : INFO : Epoch 1858 | loss: 0.0310892 | val_loss: 0.0311514 | Time: 3620.26 ms [2022-03-26 18:30:30 main:574] : INFO : Epoch 1859 | loss: 0.0310899 | val_loss: 0.0311526 | Time: 13836.1 ms [2022-03-26 18:30:34 main:574] : INFO : Epoch 1860 | loss: 0.0310886 | val_loss: 0.0311464 | Time: 3995.71 ms [2022-03-26 18:30:38 main:574] : INFO : Epoch 1861 | loss: 0.0310856 | val_loss: 0.0311508 | Time: 3778.4 ms [2022-03-26 18:30:42 main:574] : INFO : Epoch 1862 | loss: 0.031087 | val_loss: 0.0311583 | Time: 3727.47 ms [2022-03-26 18:30:45 main:574] : INFO : Epoch 1863 | loss: 0.0310859 | val_loss: 0.031154 | Time: 3700.59 ms [2022-03-26 18:30:49 main:574] : INFO : Epoch 1864 | loss: 0.0310922 | val_loss: 0.0311536 | Time: 3693.39 ms [2022-03-26 18:30:53 main:574] : INFO : Epoch 1865 | loss: 0.0310867 | val_loss: 0.031151 | Time: 3679.06 ms [2022-03-26 18:30:56 main:574] : INFO : Epoch 1866 | loss: 0.0310874 | val_loss: 0.0311557 | Time: 3650.02 ms [2022-03-26 18:31:10 main:574] : INFO : Epoch 1867 | loss: 0.0310878 | val_loss: 0.0311638 | Time: 13643.8 ms [2022-03-26 18:31:14 main:574] : INFO : Epoch 1868 | loss: 0.031088 | val_loss: 0.0311558 | Time: 3648.03 ms [2022-03-26 18:31:17 main:574] : INFO : Epoch 1869 | loss: 0.0310881 | val_loss: 0.03116 | Time: 3629.1 ms [2022-03-26 18:31:21 main:574] : INFO : Epoch 1870 | loss: 0.0310859 | val_loss: 0.0311656 | Time: 3647.67 ms [2022-03-26 18:31:25 main:574] : INFO : Epoch 1871 | loss: 0.0310872 | val_loss: 0.0311541 | Time: 3643.99 ms [2022-03-26 18:31:28 main:574] : INFO : Epoch 1872 | loss: 0.0310968 | val_loss: 0.0311511 | Time: 3601.48 ms [2022-03-26 18:31:32 main:574] : INFO : Epoch 1873 | loss: 0.0311005 | val_loss: 0.0311618 | Time: 3637.63 ms [2022-03-26 18:31:35 main:574] : INFO : Epoch 1874 | loss: 0.0310938 | val_loss: 0.0311552 | Time: 3636.55 ms [2022-03-26 18:31:39 main:574] : INFO : Epoch 1875 | loss: 0.0310932 | val_loss: 0.0311511 | Time: 3628.69 ms [2022-03-26 18:31:43 main:574] : INFO : Epoch 1876 | loss: 0.0310909 | val_loss: 0.0311519 | Time: 3590.28 ms [2022-03-26 18:31:46 main:574] : INFO : Epoch 1877 | loss: 0.0310935 | val_loss: 0.0311597 | Time: 3597.68 ms [2022-03-26 18:31:50 main:574] : INFO : Epoch 1878 | loss: 0.0310885 | val_loss: 0.0311574 | Time: 3624.51 ms [2022-03-26 18:31:53 main:574] : INFO : Epoch 1879 | loss: 0.0310912 | val_loss: 0.0311519 | Time: 3614.46 ms [2022-03-26 18:31:57 main:574] : INFO : Epoch 1880 | loss: 0.0310935 | val_loss: 0.0311578 | Time: 3619.96 ms [2022-03-26 18:32:01 main:574] : INFO : Epoch 1881 | loss: 0.0310911 | val_loss: 0.0311524 | Time: 3608.79 ms [2022-03-26 18:32:04 main:574] : INFO : Epoch 1882 | loss: 0.0311043 | val_loss: 0.0311438 | Time: 3613.2 ms [2022-03-26 18:32:08 main:574] : INFO : Epoch 1883 | loss: 0.0311026 | val_loss: 0.0311451 | Time: 3611.17 ms [2022-03-26 18:32:12 main:574] : INFO : Epoch 1884 | loss: 0.0310963 | val_loss: 0.0311467 | Time: 3635.17 ms [2022-03-26 18:32:15 main:574] : INFO : Epoch 1885 | loss: 0.0310949 | val_loss: 0.0311551 | Time: 3608.9 ms [2022-03-26 18:32:19 main:574] : INFO : Epoch 1886 | loss: 0.0310929 | val_loss: 0.0311452 | Time: 3628.02 ms [2022-03-26 18:32:22 main:574] : INFO : Epoch 1887 | loss: 0.0310945 | val_loss: 0.0311463 | Time: 3618.52 ms [2022-03-26 18:32:26 main:574] : INFO : Epoch 1888 | loss: 0.0310911 | val_loss: 0.0311572 | Time: 3624.11 ms [2022-03-26 18:32:30 main:574] : INFO : Epoch 1889 | loss: 0.0310873 | val_loss: 0.0311525 | Time: 3623.98 ms [2022-03-26 18:32:33 main:574] : INFO : Epoch 1890 | loss: 0.0310878 | val_loss: 0.031157 | Time: 3616.81 ms [2022-03-26 18:32:37 main:574] : INFO : Epoch 1891 | loss: 0.0310923 | val_loss: 0.0311559 | Time: 3617.5 ms [2022-03-26 18:32:41 main:574] : INFO : Epoch 1892 | loss: 0.03109 | val_loss: 0.0311552 | Time: 3623.61 ms [2022-03-26 18:32:44 main:574] : INFO : Epoch 1893 | loss: 0.0310884 | val_loss: 0.0311558 | Time: 3630.17 ms [2022-03-26 18:32:48 main:574] : INFO : Epoch 1894 | loss: 0.0310867 | val_loss: 0.0311589 | Time: 3620.89 ms [2022-03-26 18:32:51 main:574] : INFO : Epoch 1895 | loss: 0.0310836 | val_loss: 0.0311487 | Time: 3625.09 ms [2022-03-26 18:32:55 main:574] : INFO : Epoch 1896 | loss: 0.0310859 | val_loss: 0.0311571 | Time: 3621.21 ms [2022-03-26 18:32:59 main:574] : INFO : Epoch 1897 | loss: 0.0310863 | val_loss: 0.0311479 | Time: 3621.59 ms [2022-03-26 18:33:02 main:574] : INFO : Epoch 1898 | loss: 0.0310871 | val_loss: 0.0311483 | Time: 3629.09 ms [2022-03-26 18:33:06 main:574] : INFO : Epoch 1899 | loss: 0.0310888 | val_loss: 0.0311514 | Time: 3671.98 ms [2022-03-26 18:33:10 main:574] : INFO : Epoch 1900 | loss: 0.0310922 | val_loss: 0.0311591 | Time: 3624.65 ms [2022-03-26 18:33:13 main:574] : INFO : Epoch 1901 | loss: 0.0311026 | val_loss: 0.0311518 | Time: 3590.32 ms [2022-03-26 18:33:17 main:574] : INFO : Epoch 1902 | loss: 0.031099 | val_loss: 0.0311642 | Time: 3603.38 ms [2022-03-26 18:33:21 main:574] : INFO : Epoch 1903 | loss: 0.0311002 | val_loss: 0.0311468 | Time: 3622.2 ms [2022-03-26 18:33:24 main:574] : INFO : Epoch 1904 | loss: 0.0310927 | val_loss: 0.0311494 | Time: 3634.73 ms [2022-03-26 18:33:28 main:574] : INFO : Epoch 1905 | loss: 0.0310925 | val_loss: 0.0311535 | Time: 3632.44 ms [2022-03-26 18:33:31 main:574] : INFO : Epoch 1906 | loss: 0.0311018 | val_loss: 0.0311494 | Time: 3608.18 ms [2022-03-26 18:33:35 main:574] : INFO : Epoch 1907 | loss: 0.0311035 | val_loss: 0.0311505 | Time: 3625.78 ms [2022-03-26 18:33:39 main:574] : INFO : Epoch 1908 | loss: 0.0311014 | val_loss: 0.0311512 | Time: 3620.56 ms [2022-03-26 18:33:42 main:574] : INFO : Epoch 1909 | loss: 0.0310998 | val_loss: 0.0311493 | Time: 3619.44 ms [2022-03-26 18:33:46 main:574] : INFO : Epoch 1910 | loss: 0.0310915 | val_loss: 0.031147 | Time: 3664.61 ms [2022-03-26 18:33:50 main:574] : INFO : Epoch 1911 | loss: 0.0310938 | val_loss: 0.0311529 | Time: 3620.01 ms [2022-03-26 18:33:53 main:574] : INFO : Epoch 1912 | loss: 0.0310946 | val_loss: 0.0311578 | Time: 3619.01 ms [2022-03-26 18:33:57 main:574] : INFO : Epoch 1913 | loss: 0.0310918 | val_loss: 0.0311609 | Time: 3593.95 ms [2022-03-26 18:34:00 main:574] : INFO : Epoch 1914 | loss: 0.0310901 | val_loss: 0.031155 | Time: 3612.93 ms [2022-03-26 18:34:04 main:574] : INFO : Epoch 1915 | loss: 0.0310927 | val_loss: 0.0311517 | Time: 3625.49 ms [2022-03-26 18:34:08 main:574] : INFO : Epoch 1916 | loss: 0.031106 | val_loss: 0.0311468 | Time: 3621.31 ms [2022-03-26 18:34:11 main:574] : INFO : Epoch 1917 | loss: 0.0311161 | val_loss: 0.031144 | Time: 3663.15 ms [2022-03-26 18:34:15 main:574] : INFO : Epoch 1918 | loss: 0.0311113 | val_loss: 0.0311441 | Time: 3623.4 ms [2022-03-26 18:34:19 main:574] : INFO : Epoch 1919 | loss: 0.0311044 | val_loss: 0.0311434 | Time: 3600.84 ms [2022-03-26 18:34:22 main:574] : INFO : Epoch 1920 | loss: 0.0311023 | val_loss: 0.0311579 | Time: 3625.13 ms [2022-03-26 18:34:26 main:574] : INFO : Epoch 1921 | loss: 0.0310974 | val_loss: 0.0311507 | Time: 3589.07 ms [2022-03-26 18:34:29 main:574] : INFO : Epoch 1922 | loss: 0.0310947 | val_loss: 0.0311552 | Time: 3599.96 ms [2022-03-26 18:34:33 main:574] : INFO : Epoch 1923 | loss: 0.0310928 | val_loss: 0.0311545 | Time: 3618.22 ms [2022-03-26 18:34:37 main:574] : INFO : Epoch 1924 | loss: 0.0310921 | val_loss: 0.0311499 | Time: 3628.19 ms [2022-03-26 18:34:40 main:574] : INFO : Epoch 1925 | loss: 0.0310918 | val_loss: 0.031159 | Time: 3630.29 ms [2022-03-26 18:34:44 main:574] : INFO : Epoch 1926 | loss: 0.0310922 | val_loss: 0.0311472 | Time: 3621.44 ms [2022-03-26 18:34:48 main:574] : INFO : Epoch 1927 | loss: 0.0310908 | val_loss: 0.0311475 | Time: 3634.68 ms [2022-03-26 18:34:51 main:574] : INFO : Epoch 1928 | loss: 0.031094 | val_loss: 0.0311564 | Time: 3610.66 ms [2022-03-26 18:34:55 main:574] : INFO : Epoch 1929 | loss: 0.0310911 | val_loss: 0.0311539 | Time: 3624.04 ms [2022-03-26 18:34:58 main:574] : INFO : Epoch 1930 | loss: 0.0310957 | val_loss: 0.031152 | Time: 3606 ms [2022-03-26 18:35:02 main:574] : INFO : Epoch 1931 | loss: 0.0310933 | val_loss: 0.0311512 | Time: 3621.62 ms [2022-03-26 18:35:06 main:574] : INFO : Epoch 1932 | loss: 0.0310983 | val_loss: 0.0311612 | Time: 3612.3 ms [2022-03-26 18:35:09 main:574] : INFO : Epoch 1933 | loss: 0.0310971 | val_loss: 0.0311577 | Time: 3624.25 ms [2022-03-26 18:35:13 main:574] : INFO : Epoch 1934 | loss: 0.0310886 | val_loss: 0.0311496 | Time: 3609.75 ms [2022-03-26 18:35:16 main:574] : INFO : Epoch 1935 | loss: 0.0310855 | val_loss: 0.0311629 | Time: 3605.44 ms [2022-03-26 18:35:20 main:574] : INFO : Epoch 1936 | loss: 0.0310933 | val_loss: 0.0311561 | Time: 3626.42 ms [2022-03-26 18:35:24 main:574] : INFO : Epoch 1937 | loss: 0.0310882 | val_loss: 0.0311577 | Time: 3607.66 ms [2022-03-26 18:35:27 main:574] : INFO : Epoch 1938 | loss: 0.031089 | val_loss: 0.0311534 | Time: 3597.06 ms [2022-03-26 18:35:31 main:574] : INFO : Epoch 1939 | loss: 0.0310919 | val_loss: 0.0311555 | Time: 3616.72 ms [2022-03-26 18:35:35 main:574] : INFO : Epoch 1940 | loss: 0.0310849 | val_loss: 0.0311534 | Time: 3631.93 ms [2022-03-26 18:35:38 main:574] : INFO : Epoch 1941 | loss: 0.0310889 | val_loss: 0.0311654 | Time: 3623.93 ms [2022-03-26 18:35:42 main:574] : INFO : Epoch 1942 | loss: 0.0311068 | val_loss: 0.0311457 | Time: 3633.49 ms [2022-03-26 18:35:45 main:574] : INFO : Epoch 1943 | loss: 0.0311096 | val_loss: 0.0311526 | Time: 3627.08 ms [2022-03-26 18:35:49 main:574] : INFO : Epoch 1944 | loss: 0.0311015 | val_loss: 0.0311459 | Time: 3616.84 ms [2022-03-26 18:35:53 main:574] : INFO : Epoch 1945 | loss: 0.0310949 | val_loss: 0.0311514 | Time: 3608.88 ms [2022-03-26 18:35:56 main:574] : INFO : Epoch 1946 | loss: 0.0310932 | val_loss: 0.0311592 | Time: 3615.58 ms [2022-03-26 18:36:00 main:574] : INFO : Epoch 1947 | loss: 0.0310875 | val_loss: 0.0311519 | Time: 3628.89 ms [2022-03-26 18:36:04 main:574] : INFO : Epoch 1948 | loss: 0.0310864 | val_loss: 0.0311529 | Time: 3606.57 ms [2022-03-26 18:36:07 main:574] : INFO : Epoch 1949 | loss: 0.0310865 | val_loss: 0.0311519 | Time: 3613.26 ms [2022-03-26 18:36:11 main:574] : INFO : Epoch 1950 | loss: 0.0310896 | val_loss: 0.0311549 | Time: 3631.78 ms [2022-03-26 18:36:14 main:574] : INFO : Epoch 1951 | loss: 0.0311082 | val_loss: 0.031152 | Time: 3595.68 ms [2022-03-26 18:36:18 main:574] : INFO : Epoch 1952 | loss: 0.0311033 | val_loss: 0.0311455 | Time: 3599.87 ms [2022-03-26 18:36:22 main:574] : INFO : Epoch 1953 | loss: 0.0311083 | val_loss: 0.0311429 | Time: 3624.55 ms [2022-03-26 18:36:25 main:574] : INFO : Epoch 1954 | loss: 0.0311027 | val_loss: 0.0311456 | Time: 3622.2 ms [2022-03-26 18:36:29 main:574] : INFO : Epoch 1955 | loss: 0.0311024 | val_loss: 0.0311511 | Time: 3616.29 ms [2022-03-26 18:36:32 main:574] : INFO : Epoch 1956 | loss: 0.0310969 | val_loss: 0.0311421 | Time: 3601.27 ms [2022-03-26 18:36:36 main:574] : INFO : Epoch 1957 | loss: 0.0310928 | val_loss: 0.0311492 | Time: 3593.21 ms [2022-03-26 18:36:40 main:574] : INFO : Epoch 1958 | loss: 0.0310942 | val_loss: 0.0311457 | Time: 3597.97 ms [2022-03-26 18:36:43 main:574] : INFO : Epoch 1959 | loss: 0.0310935 | val_loss: 0.0311555 | Time: 3615.86 ms [2022-03-26 18:36:47 main:574] : INFO : Epoch 1960 | loss: 0.0310911 | val_loss: 0.0311531 | Time: 3615.39 ms [2022-03-26 18:36:51 main:574] : INFO : Epoch 1961 | loss: 0.0310896 | val_loss: 0.0311488 | Time: 3622.27 ms [2022-03-26 18:36:54 main:574] : INFO : Epoch 1962 | loss: 0.0310864 | val_loss: 0.0311557 | Time: 3626.13 ms [2022-03-26 18:36:58 main:574] : INFO : Epoch 1963 | loss: 0.0310875 | val_loss: 0.0311506 | Time: 3619.66 ms [2022-03-26 18:37:01 main:574] : INFO : Epoch 1964 | loss: 0.0310987 | val_loss: 0.0311543 | Time: 3624.46 ms [2022-03-26 18:37:05 main:574] : INFO : Epoch 1965 | loss: 0.0310981 | val_loss: 0.0311584 | Time: 3615.99 ms [2022-03-26 18:37:09 main:574] : INFO : Epoch 1966 | loss: 0.0310907 | val_loss: 0.0311595 | Time: 3622.96 ms [2022-03-26 18:37:12 main:574] : INFO : Epoch 1967 | loss: 0.0310867 | val_loss: 0.0311659 | Time: 3615.37 ms [2022-03-26 18:37:16 main:574] : INFO : Epoch 1968 | loss: 0.0310836 | val_loss: 0.0311621 | Time: 3562.36 ms [2022-03-26 18:37:20 main:574] : INFO : Epoch 1969 | loss: 0.0310836 | val_loss: 0.0311527 | Time: 3632.3 ms [2022-03-26 18:37:23 main:574] : INFO : Epoch 1970 | loss: 0.0310851 | val_loss: 0.0311607 | Time: 3623.89 ms [2022-03-26 18:37:27 main:574] : INFO : Epoch 1971 | loss: 0.0310889 | val_loss: 0.0311611 | Time: 3631.09 ms [2022-03-26 18:37:30 main:574] : INFO : Epoch 1972 | loss: 0.03109 | val_loss: 0.0311473 | Time: 3621.28 ms [2022-03-26 18:37:34 main:574] : INFO : Epoch 1973 | loss: 0.0310906 | val_loss: 0.0311532 | Time: 3622.77 ms [2022-03-26 18:37:38 main:574] : INFO : Epoch 1974 | loss: 0.0310884 | val_loss: 0.0311674 | Time: 3622.79 ms [2022-03-26 18:37:41 main:574] : INFO : Epoch 1975 | loss: 0.0310914 | val_loss: 0.0311652 | Time: 3684.62 ms [2022-03-26 18:37:45 main:574] : INFO : Epoch 1976 | loss: 0.0335111 | val_loss: 0.0347574 | Time: 3608.83 ms [2022-03-26 18:37:49 main:574] : INFO : Epoch 1977 | loss: 0.0386791 | val_loss: 0.0345143 | Time: 3625.04 ms [2022-03-26 18:37:52 main:574] : INFO : Epoch 1978 | loss: 0.0321234 | val_loss: 0.0313298 | Time: 3628.41 ms [2022-03-26 18:37:56 main:574] : INFO : Epoch 1979 | loss: 0.0313547 | val_loss: 0.0312904 | Time: 3624.62 ms [2022-03-26 18:37:59 main:574] : INFO : Epoch 1980 | loss: 0.0312692 | val_loss: 0.0312522 | Time: 3617.68 ms [2022-03-26 18:38:03 main:574] : INFO : Epoch 1981 | loss: 0.0312518 | val_loss: 0.0312481 | Time: 3616.43 ms [2022-03-26 18:38:07 main:574] : INFO : Epoch 1982 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 3592.29 ms [2022-03-26 18:38:10 main:574] : INFO : Epoch 1983 | loss: 0.0312437 | val_loss: 0.0312406 | Time: 3615.9 ms [2022-03-26 18:38:14 main:574] : INFO : Epoch 1984 | loss: 0.0312375 | val_loss: 0.031232 | Time: 3624.76 ms [2022-03-26 18:38:18 main:574] : INFO : Epoch 1985 | loss: 0.0312261 | val_loss: 0.031217 | Time: 3602.3 ms [2022-03-26 18:38:21 main:574] : INFO : Epoch 1986 | loss: 0.0312102 | val_loss: 0.0312003 | Time: 3594.99 ms [2022-03-26 18:38:25 main:574] : INFO : Epoch 1987 | loss: 0.0312148 | val_loss: 0.0312108 | Time: 3618.89 ms [2022-03-26 18:38:28 main:574] : INFO : Epoch 1988 | loss: 0.0312036 | val_loss: 0.0311904 | Time: 3662.47 ms [2022-03-26 18:38:32 main:574] : INFO : Epoch 1989 | loss: 0.0311908 | val_loss: 0.0311838 | Time: 3603.13 ms [2022-03-26 18:38:36 main:574] : INFO : Epoch 1990 | loss: 0.0311854 | val_loss: 0.0311812 | Time: 3621.26 ms [2022-03-26 18:38:39 main:574] : INFO : Epoch 1991 | loss: 0.0311822 | val_loss: 0.031178 | Time: 3630.94 ms [2022-03-26 18:38:43 main:574] : INFO : Epoch 1992 | loss: 0.0311802 | val_loss: 0.0311773 | Time: 3610.13 ms [2022-03-26 18:38:47 main:574] : INFO : Epoch 1993 | loss: 0.031179 | val_loss: 0.0311769 | Time: 3610.31 ms [2022-03-26 18:38:50 main:574] : INFO : Epoch 1994 | loss: 0.0311778 | val_loss: 0.0311757 | Time: 3603.73 ms [2022-03-26 18:38:54 main:574] : INFO : Epoch 1995 | loss: 0.0311764 | val_loss: 0.0311743 | Time: 3622.95 ms [2022-03-26 18:38:57 main:574] : INFO : Epoch 1996 | loss: 0.0311755 | val_loss: 0.0311733 | Time: 3623.53 ms [2022-03-26 18:39:01 main:574] : INFO : Epoch 1997 | loss: 0.0311745 | val_loss: 0.0311721 | Time: 3619.57 ms [2022-03-26 18:39:05 main:574] : INFO : Epoch 1998 | loss: 0.031173 | val_loss: 0.0311721 | Time: 3623.01 ms [2022-03-26 18:39:08 main:574] : INFO : Epoch 1999 | loss: 0.031173 | val_loss: 0.0311698 | Time: 3610.61 ms [2022-03-26 18:39:12 main:574] : INFO : Epoch 2000 | loss: 0.0311714 | val_loss: 0.0311699 | Time: 3634.95 ms [2022-03-26 18:39:15 main:574] : INFO : Epoch 2001 | loss: 0.0311703 | val_loss: 0.0311689 | Time: 3617.69 ms [2022-03-26 18:39:19 main:574] : INFO : Epoch 2002 | loss: 0.0311693 | val_loss: 0.031168 | Time: 3616.42 ms [2022-03-26 18:39:23 main:574] : INFO : Epoch 2003 | loss: 0.0311678 | val_loss: 0.0311695 | Time: 3628.44 ms [2022-03-26 18:39:26 main:574] : INFO : Epoch 2004 | loss: 0.0311675 | val_loss: 0.0311671 | Time: 3628.8 ms [2022-03-26 18:39:30 main:574] : INFO : Epoch 2005 | loss: 0.0311668 | val_loss: 0.0311683 | Time: 3587.86 ms [2022-03-26 18:39:34 main:574] : INFO : Epoch 2006 | loss: 0.031166 | val_loss: 0.0311682 | Time: 3630.57 ms [2022-03-26 18:39:37 main:574] : INFO : Epoch 2007 | loss: 0.0311655 | val_loss: 0.0311655 | Time: 3639.11 ms [2022-03-26 18:39:41 main:574] : INFO : Epoch 2008 | loss: 0.0311644 | val_loss: 0.0311655 | Time: 3600.66 ms [2022-03-26 18:39:44 main:574] : INFO : Epoch 2009 | loss: 0.0311638 | val_loss: 0.0311662 | Time: 3627.35 ms [2022-03-26 18:39:48 main:574] : INFO : Epoch 2010 | loss: 0.0311628 | val_loss: 0.0311649 | Time: 3619.85 ms [2022-03-26 18:39:52 main:574] : INFO : Epoch 2011 | loss: 0.0311621 | val_loss: 0.0311648 | Time: 3609.17 ms [2022-03-26 18:39:55 main:574] : INFO : Epoch 2012 | loss: 0.0311615 | val_loss: 0.0311665 | Time: 3625.55 ms [2022-03-26 18:39:59 main:574] : INFO : Epoch 2013 | loss: 0.0311626 | val_loss: 0.0311642 | Time: 3595.76 ms [2022-03-26 18:40:03 main:574] : INFO : Epoch 2014 | loss: 0.0311616 | val_loss: 0.0311665 | Time: 3628 ms [2022-03-26 18:40:06 main:574] : INFO : Epoch 2015 | loss: 0.0311604 | val_loss: 0.0311638 | Time: 3627.02 ms [2022-03-26 18:40:10 main:574] : INFO : Epoch 2016 | loss: 0.0311601 | val_loss: 0.031165 | Time: 3638.72 ms [2022-03-26 18:40:13 main:574] : INFO : Epoch 2017 | loss: 0.0311612 | val_loss: 0.0311644 | Time: 3620.34 ms [2022-03-26 18:40:17 main:574] : INFO : Epoch 2018 | loss: 0.0311597 | val_loss: 0.0311621 | Time: 3625.03 ms [2022-03-26 18:40:21 main:574] : INFO : Epoch 2019 | loss: 0.0311584 | val_loss: 0.0311626 | Time: 3630.63 ms [2022-03-26 18:40:24 main:574] : INFO : Epoch 2020 | loss: 0.0311582 | val_loss: 0.031164 | Time: 3616.96 ms [2022-03-26 18:40:28 main:574] : INFO : Epoch 2021 | loss: 0.0311572 | val_loss: 0.0311636 | Time: 3600.65 ms [2022-03-26 18:40:32 main:574] : INFO : Epoch 2022 | loss: 0.0311571 | val_loss: 0.0311621 | Time: 3622.37 ms [2022-03-26 18:40:35 main:574] : INFO : Epoch 2023 | loss: 0.0311559 | val_loss: 0.0311625 | Time: 3632.35 ms [2022-03-26 18:40:39 main:574] : INFO : Epoch 2024 | loss: 0.0311559 | val_loss: 0.0311614 | Time: 3604.69 ms [2022-03-26 18:40:42 main:574] : INFO : Epoch 2025 | loss: 0.031157 | val_loss: 0.031165 | Time: 3623.92 ms [2022-03-26 18:40:46 main:574] : INFO : Epoch 2026 | loss: 0.0311555 | val_loss: 0.0311637 | Time: 3592.97 ms [2022-03-26 18:40:50 main:574] : INFO : Epoch 2027 | loss: 0.0311559 | val_loss: 0.0311619 | Time: 3626.47 ms [2022-03-26 18:40:53 main:574] : INFO : Epoch 2028 | loss: 0.0311554 | val_loss: 0.0311602 | Time: 3603.16 ms [2022-03-26 18:40:57 main:574] : INFO : Epoch 2029 | loss: 0.0311547 | val_loss: 0.0311617 | Time: 3641.6 ms [2022-03-26 18:41:01 main:574] : INFO : Epoch 2030 | loss: 0.0311547 | val_loss: 0.0311609 | Time: 3618.54 ms [2022-03-26 18:41:04 main:574] : INFO : Epoch 2031 | loss: 0.031155 | val_loss: 0.03116 | Time: 3624.45 ms [2022-03-26 18:41:08 main:574] : INFO : Epoch 2032 | loss: 0.0311532 | val_loss: 0.0311594 | Time: 3621.58 ms [2022-03-26 18:41:11 main:574] : INFO : Epoch 2033 | loss: 0.0311526 | val_loss: 0.0311597 | Time: 3630.33 ms [2022-03-26 18:41:15 main:574] : INFO : Epoch 2034 | loss: 0.0311522 | val_loss: 0.0311601 | Time: 3631.07 ms [2022-03-26 18:41:19 main:574] : INFO : Epoch 2035 | loss: 0.0311514 | val_loss: 0.0311594 | Time: 3693.35 ms [2022-03-26 18:41:22 main:574] : INFO : Epoch 2036 | loss: 0.0311535 | val_loss: 0.0311646 | Time: 3625.32 ms [2022-03-26 18:41:26 main:574] : INFO : Epoch 2037 | loss: 0.0311522 | val_loss: 0.031159 | Time: 3603.6 ms [2022-03-26 18:41:30 main:574] : INFO : Epoch 2038 | loss: 0.0311527 | val_loss: 0.03116 | Time: 3620.34 ms [2022-03-26 18:41:33 main:574] : INFO : Epoch 2039 | loss: 0.0311512 | val_loss: 0.0311585 | Time: 3623.88 ms [2022-03-26 18:41:37 main:574] : INFO : Epoch 2040 | loss: 0.0311505 | val_loss: 0.0311596 | Time: 3612.17 ms [2022-03-26 18:41:41 main:574] : INFO : Epoch 2041 | loss: 0.0311495 | val_loss: 0.0311599 | Time: 3635.51 ms [2022-03-26 18:41:44 main:574] : INFO : Epoch 2042 | loss: 0.0311491 | val_loss: 0.0311575 | Time: 3627.01 ms [2022-03-26 18:41:48 main:574] : INFO : Epoch 2043 | loss: 0.0311485 | val_loss: 0.0311568 | Time: 3600.34 ms [2022-03-26 18:41:51 main:574] : INFO : Epoch 2044 | loss: 0.0311474 | val_loss: 0.0311589 | Time: 3592.03 ms [2022-03-26 18:41:55 main:574] : INFO : Epoch 2045 | loss: 0.0311474 | val_loss: 0.031158 | Time: 3629.07 ms [2022-03-26 18:41:59 main:574] : INFO : Epoch 2046 | loss: 0.0311475 | val_loss: 0.0311584 | Time: 3629.29 ms [2022-03-26 18:42:02 main:574] : INFO : Epoch 2047 | loss: 0.0311471 | val_loss: 0.0311584 | Time: 3626.79 ms [2022-03-26 18:42:06 main:574] : INFO : Epoch 2048 | loss: 0.0311458 | val_loss: 0.0311568 | Time: 3615.5 ms [2022-03-26 18:42:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311568 [2022-03-26 18:42:06 main:603] : INFO : Saving end state to config to file [2022-03-26 18:42:06 main:608] : INFO : Success, exiting.. 18:42:06 (13380): 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)