Task 12867991
| Name | ParityModified-1645993164-11267-1-0_0 |
| Workunit | 10007079 |
| Created | 10 Mar 2022, 9:19:07 UTC |
| Sent | 10 Mar 2022, 23:39:29 UTC |
| Report deadline | 18 Mar 2022, 23:39:29 UTC |
| Received | 25 Apr 2022, 23:13:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20750 |
| Run time | 4 hours 54 min 4 sec |
| CPU time | 3 hours 9 min 25 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 5,114.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310766 | val_loss: 0.0311317 | Time: 6720.83 ms
[2022-04-26 00:15:08 main:574] : INFO : Epoch 1543 | loss: 0.0310787 | val_loss: 0.0311447 | Time: 7073.66 ms
[2022-04-26 00:15:15 main:574] : INFO : Epoch 1544 | loss: 0.0310813 | val_loss: 0.0311377 | Time: 6860.1 ms
[2022-04-26 00:15:22 main:574] : INFO : Epoch 1545 | loss: 0.0310801 | val_loss: 0.0311428 | Time: 6744.78 ms
[2022-04-26 00:15:29 main:574] : INFO : Epoch 1546 | loss: 0.0310802 | val_loss: 0.0311425 | Time: 6852.66 ms
[2022-04-26 00:15:36 main:574] : INFO : Epoch 1547 | loss: 0.0310737 | val_loss: 0.0311429 | Time: 6673.58 ms
[2022-04-26 00:15:42 main:574] : INFO : Epoch 1548 | loss: 0.0310705 | val_loss: 0.0311384 | Time: 6843.07 ms
[2022-04-26 00:15:49 main:574] : INFO : Epoch 1549 | loss: 0.0310687 | val_loss: 0.0311482 | Time: 6730.97 ms
[2022-04-26 00:15:56 main:574] : INFO : Epoch 1550 | loss: 0.0310706 | val_loss: 0.0311445 | Time: 6590.96 ms
[2022-04-26 00:16:03 main:574] : INFO : Epoch 1551 | loss: 0.0310709 | val_loss: 0.0311382 | Time: 6942.76 ms
[2022-04-26 00:16:09 main:574] : INFO : Epoch 1552 | loss: 0.0310718 | val_loss: 0.0311402 | Time: 6720.2 ms
[2022-04-26 00:16:16 main:574] : INFO : Epoch 1553 | loss: 0.0310726 | val_loss: 0.031143 | Time: 6819.07 ms
[2022-04-26 00:16:23 main:574] : INFO : Epoch 1554 | loss: 0.0310689 | val_loss: 0.0311387 | Time: 6707.28 ms
[2022-04-26 00:16:30 main:574] : INFO : Epoch 1555 | loss: 0.0310699 | val_loss: 0.031143 | Time: 6693.05 ms
[2022-04-26 00:16:37 main:574] : INFO : Epoch 1556 | loss: 0.0310799 | val_loss: 0.0311443 | Time: 6838.06 ms
[2022-04-26 00:16:43 main:574] : INFO : Epoch 1557 | loss: 0.0310773 | val_loss: 0.0311311 | Time: 6611.01 ms
[2022-04-26 00:16:50 main:574] : INFO : Epoch 1558 | loss: 0.0310767 | val_loss: 0.0311336 | Time: 6868.76 ms
[2022-04-26 00:16:57 main:574] : INFO : Epoch 1559 | loss: 0.031071 | val_loss: 0.0311356 | Time: 6812.25 ms
[2022-04-26 00:17:04 main:574] : INFO : Epoch 1560 | loss: 0.0310712 | val_loss: 0.0311357 | Time: 6894.08 ms
[2022-04-26 00:17:11 main:574] : INFO : Epoch 1561 | loss: 0.0310673 | val_loss: 0.0311322 | Time: 6877.05 ms
[2022-04-26 00:17:17 main:574] : INFO : Epoch 1562 | loss: 0.0310642 | val_loss: 0.031139 | Time: 6657.57 ms
[2022-04-26 00:17:24 main:574] : INFO : Epoch 1563 | loss: 0.0310662 | val_loss: 0.0311389 | Time: 6832.22 ms
[2022-04-26 00:17:31 main:574] : INFO : Epoch 1564 | loss: 0.0310655 | val_loss: 0.0311322 | Time: 6665.5 ms
[2022-04-26 00:17:37 main:574] : INFO : Epoch 1565 | loss: 0.0310654 | val_loss: 0.0311368 | Time: 6666.36 ms
[2022-04-26 00:17:44 main:574] : INFO : Epoch 1566 | loss: 0.0310647 | val_loss: 0.0311383 | Time: 6779.79 ms
[2022-04-26 00:17:51 main:574] : INFO : Epoch 1567 | loss: 0.0310622 | val_loss: 0.0311426 | Time: 6750.56 ms
[2022-04-26 00:17:58 main:574] : INFO : Epoch 1568 | loss: 0.0310632 | val_loss: 0.031143 | Time: 6863.46 ms
[2022-04-26 00:18:05 main:574] : INFO : Epoch 1569 | loss: 0.0310652 | val_loss: 0.0311348 | Time: 6816.42 ms
[2022-04-26 00:18:11 main:574] : INFO : Epoch 1570 | loss: 0.0310699 | val_loss: 0.0311372 | Time: 6758.7 ms
[2022-04-26 00:18:18 main:574] : INFO : Epoch 1571 | loss: 0.0310716 | val_loss: 0.0311396 | Time: 6660.62 ms
[2022-04-26 00:18:25 main:574] : INFO : Epoch 1572 | loss: 0.0310709 | val_loss: 0.0311429 | Time: 6900.85 ms
[2022-04-26 00:18:32 main:574] : INFO : Epoch 1573 | loss: 0.0310689 | val_loss: 0.0311299 | Time: 6684.77 ms
[2022-04-26 00:18:39 main:574] : INFO : Epoch 1574 | loss: 0.0310706 | val_loss: 0.0311376 | Time: 6865.8 ms
[2022-04-26 00:18:46 main:574] : INFO : Epoch 1575 | loss: 0.0310698 | val_loss: 0.0311419 | Time: 6940.3 ms
[2022-04-26 00:18:52 main:574] : INFO : Epoch 1576 | loss: 0.0310669 | val_loss: 0.0311389 | Time: 6885.65 ms
[2022-04-26 00:18:59 main:574] : INFO : Epoch 1577 | loss: 0.0310708 | val_loss: 0.0311339 | Time: 6708.44 ms
[2022-04-26 00:19:06 main:574] : INFO : Epoch 1578 | loss: 0.0310764 | val_loss: 0.0311383 | Time: 6911.17 ms
[2022-04-26 00:19:13 main:574] : INFO : Epoch 1579 | loss: 0.0310705 | val_loss: 0.0311401 | Time: 6572.47 ms
[2022-04-26 00:19:19 main:574] : INFO : Epoch 1580 | loss: 0.031068 | val_loss: 0.0311345 | Time: 6727.75 ms
[2022-04-26 00:19:26 main:574] : INFO : Epoch 1581 | loss: 0.0310688 | val_loss: 0.031142 | Time: 6776.11 ms
[2022-04-26 00:19:33 main:574] : INFO : Epoch 1582 | loss: 0.0310675 | val_loss: 0.0311413 | Time: 6665.92 ms
[2022-04-26 00:19:40 main:574] : INFO : Epoch 1583 | loss: 0.0310667 | val_loss: 0.0311436 | Time: 6816.54 ms
[2022-04-26 00:19:47 main:574] : INFO : Epoch 1584 | loss: 0.0310669 | val_loss: 0.0311419 | Time: 6830.17 ms
[2022-04-26 00:19:54 main:574] : INFO : Epoch 1585 | loss: 0.03107 | val_loss: 0.0311466 | Time: 7157.3 ms
[2022-04-26 00:20:00 main:574] : INFO : Epoch 1586 | loss: 0.0310642 | val_loss: 0.0311402 | Time: 6753.94 ms
[2022-04-26 00:20:07 main:574] : INFO : Epoch 1587 | loss: 0.0310615 | val_loss: 0.031148 | Time: 6595.66 ms
[2022-04-26 00:20:14 main:574] : INFO : Epoch 1588 | loss: 0.0310626 | val_loss: 0.0311387 | Time: 6617.09 ms
[2022-04-26 00:20:21 main:574] : INFO : Epoch 1589 | loss: 0.0310614 | val_loss: 0.0311392 | Time: 6842.34 ms
[2022-04-26 00:20:27 main:574] : INFO : Epoch 1590 | loss: 0.0310663 | val_loss: 0.0311394 | Time: 6821.71 ms
[2022-04-26 00:20:34 main:574] : INFO : Epoch 1591 | loss: 0.0310735 | val_loss: 0.0311371 | Time: 6735.67 ms
[2022-04-26 00:20:41 main:574] : INFO : Epoch 1592 | loss: 0.0310857 | val_loss: 0.0311354 | Time: 6728.58 ms
[2022-04-26 00:20:48 main:574] : INFO : Epoch 1593 | loss: 0.0310793 | val_loss: 0.0311345 | Time: 6741.95 ms
[2022-04-26 00:20:54 main:574] : INFO : Epoch 1594 | loss: 0.031079 | val_loss: 0.031135 | Time: 6741.81 ms
[2022-04-26 00:21:02 main:574] : INFO : Epoch 1595 | loss: 0.0310745 | val_loss: 0.031127 | Time: 7900.48 ms
[2022-04-26 00:21:09 main:574] : INFO : Epoch 1596 | loss: 0.0310712 | val_loss: 0.0311333 | Time: 6838.33 ms
[2022-04-26 00:21:16 main:574] : INFO : Epoch 1597 | loss: 0.0310673 | val_loss: 0.031139 | Time: 7126.9 ms
[2022-04-26 00:21:23 main:574] : INFO : Epoch 1598 | loss: 0.031067 | val_loss: 0.0311369 | Time: 6733.79 ms
[2022-04-26 00:21:30 main:574] : INFO : Epoch 1599 | loss: 0.0310691 | val_loss: 0.0311528 | Time: 6609.96 ms
[2022-04-26 00:21:36 main:574] : INFO : Epoch 1600 | loss: 0.0310701 | val_loss: 0.0311363 | Time: 6880.52 ms
[2022-04-26 00:21:43 main:574] : INFO : Epoch 1601 | loss: 0.0310663 | val_loss: 0.0311384 | Time: 6614.66 ms
[2022-04-26 00:21:50 main:574] : INFO : Epoch 1602 | loss: 0.0310665 | val_loss: 0.0311374 | Time: 6711.5 ms
[2022-04-26 00:21:57 main:574] : INFO : Epoch 1603 | loss: 0.0310649 | val_loss: 0.0311446 | Time: 6741.86 ms
[2022-04-26 00:22:03 main:574] : INFO : Epoch 1604 | loss: 0.0310666 | val_loss: 0.0311372 | Time: 6793.22 ms
[2022-04-26 00:22:10 main:574] : INFO : Epoch 1605 | loss: 0.0310633 | val_loss: 0.031142 | Time: 6816.89 ms
[2022-04-26 00:22:17 main:574] : INFO : Epoch 1606 | loss: 0.0310629 | val_loss: 0.0311375 | Time: 6789.67 ms
[2022-04-26 00:22:24 main:574] : INFO : Epoch 1607 | loss: 0.0310614 | val_loss: 0.0311385 | Time: 6687.3 ms
[2022-04-26 00:22:31 main:574] : INFO : Epoch 1608 | loss: 0.0310655 | val_loss: 0.0311383 | Time: 6877.56 ms
[2022-04-26 00:22:37 main:574] : INFO : Epoch 1609 | loss: 0.0310655 | val_loss: 0.0311319 | Time: 6670.88 ms
[2022-04-26 00:22:44 main:574] : INFO : Epoch 1610 | loss: 0.0310617 | val_loss: 0.0311401 | Time: 6793.6 ms
[2022-04-26 00:22:51 main:574] : INFO : Epoch 1611 | loss: 0.0310677 | val_loss: 0.0311325 | Time: 6869.46 ms
[2022-04-26 00:22:58 main:574] : INFO : Epoch 1612 | loss: 0.0310651 | val_loss: 0.0311339 | Time: 6689.08 ms
[2022-04-26 00:23:04 main:574] : INFO : Epoch 1613 | loss: 0.0310634 | val_loss: 0.0311396 | Time: 6863.83 ms
[2022-04-26 00:23:11 main:574] : INFO : Epoch 1614 | loss: 0.0310815 | val_loss: 0.0311392 | Time: 6829.24 ms
[2022-04-26 00:23:18 main:574] : INFO : Epoch 1615 | loss: 0.031093 | val_loss: 0.0312534 | Time: 6637.45 ms
[2022-04-26 00:23:24 main:574] : INFO : Epoch 1616 | loss: 0.0315269 | val_loss: 0.0315552 | Time: 6445.34 ms
[2022-04-26 00:23:31 main:574] : INFO : Epoch 1617 | loss: 0.031536 | val_loss: 0.0313087 | Time: 6666.8 ms
[2022-04-26 00:23:38 main:574] : INFO : Epoch 1618 | loss: 0.031334 | val_loss: 0.0312472 | Time: 6666.32 ms
[2022-04-26 00:23:44 main:574] : INFO : Epoch 1619 | loss: 0.031234 | val_loss: 0.0312075 | Time: 6703.84 ms
[2022-04-26 00:23:51 main:574] : INFO : Epoch 1620 | loss: 0.0312075 | val_loss: 0.0311947 | Time: 6850.09 ms
[2022-04-26 00:23:58 main:574] : INFO : Epoch 1621 | loss: 0.0311954 | val_loss: 0.0311867 | Time: 6821.22 ms
[2022-04-26 00:24:05 main:574] : INFO : Epoch 1622 | loss: 0.0311874 | val_loss: 0.0311816 | Time: 6707.8 ms
[2022-04-26 00:24:12 main:574] : INFO : Epoch 1623 | loss: 0.0311818 | val_loss: 0.0311743 | Time: 6802.87 ms
[2022-04-26 00:24:18 main:574] : INFO : Epoch 1624 | loss: 0.0311752 | val_loss: 0.0311748 | Time: 6654.24 ms
[2022-04-26 00:24:25 main:574] : INFO : Epoch 1625 | loss: 0.0311709 | val_loss: 0.0311672 | Time: 6803.42 ms
[2022-04-26 00:24:32 main:574] : INFO : Epoch 1626 | loss: 0.0311672 | val_loss: 0.0311586 | Time: 6685.26 ms
[2022-04-26 00:24:39 main:574] : INFO : Epoch 1627 | loss: 0.0311539 | val_loss: 0.0311479 | Time: 6835.4 ms
[2022-04-26 00:24:45 main:574] : INFO : Epoch 1628 | loss: 0.0311463 | val_loss: 0.0311448 | Time: 6817.41 ms
[2022-04-26 00:24:52 main:574] : INFO : Epoch 1629 | loss: 0.0311407 | val_loss: 0.0311399 | Time: 6806.34 ms
[2022-04-26 00:24:59 main:574] : INFO : Epoch 1630 | loss: 0.0311375 | val_loss: 0.0311348 | Time: 6695.28 ms
[2022-04-26 00:25:06 main:574] : INFO : Epoch 1631 | loss: 0.0311371 | val_loss: 0.0311353 | Time: 6824.35 ms
[2022-04-26 00:25:13 main:574] : INFO : Epoch 1632 | loss: 0.0311338 | val_loss: 0.031133 | Time: 6873.7 ms
[2022-04-26 00:25:19 main:574] : INFO : Epoch 1633 | loss: 0.0311278 | val_loss: 0.0311272 | Time: 6798.02 ms
[2022-04-26 00:25:26 main:574] : INFO : Epoch 1634 | loss: 0.0311246 | val_loss: 0.0311266 | Time: 6664.4 ms
[2022-04-26 00:25:33 main:574] : INFO : Epoch 1635 | loss: 0.0311211 | val_loss: 0.0311271 | Time: 6760.51 ms
[2022-04-26 00:25:40 main:574] : INFO : Epoch 1636 | loss: 0.0311184 | val_loss: 0.031123 | Time: 6850.73 ms
[2022-04-26 00:25:47 main:574] : INFO : Epoch 1637 | loss: 0.0311169 | val_loss: 0.0311258 | Time: 6831.25 ms
[2022-04-26 00:25:53 main:574] : INFO : Epoch 1638 | loss: 0.0311166 | val_loss: 0.0311264 | Time: 6642.72 ms
[2022-04-26 00:26:00 main:574] : INFO : Epoch 1639 | loss: 0.0311138 | val_loss: 0.0311245 | Time: 6654.88 ms
[2022-04-26 00:26:07 main:574] : INFO : Epoch 1640 | loss: 0.0311128 | val_loss: 0.0311232 | Time: 6726.37 ms
[2022-04-26 00:26:13 main:574] : INFO : Epoch 1641 | loss: 0.0311115 | val_loss: 0.0311234 | Time: 6614.41 ms
[2022-04-26 00:26:20 main:574] : INFO : Epoch 1642 | loss: 0.0311123 | val_loss: 0.0311215 | Time: 6768.9 ms
[2022-04-26 00:26:27 main:574] : INFO : Epoch 1643 | loss: 0.0311088 | val_loss: 0.0311223 | Time: 6654.43 ms
[2022-04-26 00:26:33 main:574] : INFO : Epoch 1644 | loss: 0.0311085 | val_loss: 0.03112 | Time: 6624.64 ms
[2022-04-26 00:26:40 main:574] : INFO : Epoch 1645 | loss: 0.0311064 | val_loss: 0.0311196 | Time: 6721.96 ms
[2022-04-26 00:26:47 main:574] : INFO : Epoch 1646 | loss: 0.0311039 | val_loss: 0.0311216 | Time: 6574.76 ms
[2022-04-26 00:26:54 main:574] : INFO : Epoch 1647 | loss: 0.0311029 | val_loss: 0.0311195 | Time: 6987.31 ms
[2022-04-26 00:27:00 main:574] : INFO : Epoch 1648 | loss: 0.0311055 | val_loss: 0.0311192 | Time: 6714.67 ms
[2022-04-26 00:27:07 main:574] : INFO : Epoch 1649 | loss: 0.0311049 | val_loss: 0.0311227 | Time: 6837.65 ms
[2022-04-26 00:27:14 main:574] : INFO : Epoch 1650 | loss: 0.0311029 | val_loss: 0.0311202 | Time: 6617.58 ms
[2022-04-26 00:27:21 main:574] : INFO : Epoch 1651 | loss: 0.0311018 | val_loss: 0.0311165 | Time: 6734.3 ms
[2022-04-26 00:27:27 main:574] : INFO : Epoch 1652 | loss: 0.0311012 | val_loss: 0.0311177 | Time: 6733.32 ms
[2022-04-26 00:27:34 main:574] : INFO : Epoch 1653 | loss: 0.0311018 | val_loss: 0.0311182 | Time: 6647.25 ms
[2022-04-26 00:27:41 main:574] : INFO : Epoch 1654 | loss: 0.0311005 | val_loss: 0.031121 | Time: 6788.86 ms
[2022-04-26 00:27:47 main:574] : INFO : Epoch 1655 | loss: 0.0311019 | val_loss: 0.031127 | Time: 6762.26 ms
[2022-04-26 00:27:54 main:574] : INFO : Epoch 1656 | loss: 0.0311038 | val_loss: 0.0311171 | Time: 6776.73 ms
[2022-04-26 00:28:01 main:574] : INFO : Epoch 1657 | loss: 0.0310988 | val_loss: 0.0311164 | Time: 6799.29 ms
[2022-04-26 00:28:08 main:574] : INFO : Epoch 1658 | loss: 0.0310981 | val_loss: 0.031117 | Time: 6765.74 ms
[2022-04-26 00:28:15 main:574] : INFO : Epoch 1659 | loss: 0.0310967 | val_loss: 0.0311177 | Time: 6722.95 ms
[2022-04-26 00:28:21 main:574] : INFO : Epoch 1660 | loss: 0.0310969 | val_loss: 0.0311167 | Time: 6704.01 ms
[2022-04-26 00:28:28 main:574] : INFO : Epoch 1661 | loss: 0.0310971 | val_loss: 0.0311177 | Time: 6765.66 ms
[2022-04-26 00:28:35 main:574] : INFO : Epoch 1662 | loss: 0.0310946 | val_loss: 0.0311177 | Time: 6779.63 ms
[2022-04-26 00:28:41 main:574] : INFO : Epoch 1663 | loss: 0.0310936 | val_loss: 0.0311162 | Time: 6672.65 ms
[2022-04-26 00:28:48 main:574] : INFO : Epoch 1664 | loss: 0.0310959 | val_loss: 0.0311206 | Time: 6640.1 ms
[2022-04-26 00:28:55 main:574] : INFO : Epoch 1665 | loss: 0.0310972 | val_loss: 0.0311197 | Time: 6704.45 ms
[2022-04-26 00:29:02 main:574] : INFO : Epoch 1666 | loss: 0.0310961 | val_loss: 0.0311189 | Time: 6859.87 ms
[2022-04-26 00:29:09 main:574] : INFO : Epoch 1667 | loss: 0.0310971 | val_loss: 0.0311193 | Time: 6878.89 ms
[2022-04-26 00:29:15 main:574] : INFO : Epoch 1668 | loss: 0.0311007 | val_loss: 0.0311311 | Time: 6579.15 ms
[2022-04-26 00:29:22 main:574] : INFO : Epoch 1669 | loss: 0.0311141 | val_loss: 0.0311226 | Time: 6810.6 ms
[2022-04-26 00:29:29 main:574] : INFO : Epoch 1670 | loss: 0.0311087 | val_loss: 0.0311175 | Time: 6796.91 ms
[2022-04-26 00:29:35 main:574] : INFO : Epoch 1671 | loss: 0.0311047 | val_loss: 0.0311193 | Time: 6658.43 ms
[2022-04-26 00:29:43 main:574] : INFO : Epoch 1672 | loss: 0.0311013 | val_loss: 0.0311161 | Time: 7085.57 ms
[2022-04-26 00:29:49 main:574] : INFO : Epoch 1673 | loss: 0.0310998 | val_loss: 0.03112 | Time: 6863.29 ms
[2022-04-26 00:29:56 main:574] : INFO : Epoch 1674 | loss: 0.0311193 | val_loss: 0.0311204 | Time: 6857.14 ms
[2022-04-26 00:30:03 main:574] : INFO : Epoch 1675 | loss: 0.0311146 | val_loss: 0.0311187 | Time: 6956.95 ms
[2022-04-26 00:30:10 main:574] : INFO : Epoch 1676 | loss: 0.0311107 | val_loss: 0.0311136 | Time: 6712.35 ms
[2022-04-26 00:30:17 main:574] : INFO : Epoch 1677 | loss: 0.0311067 | val_loss: 0.0311125 | Time: 6602.28 ms
[2022-04-26 00:30:23 main:574] : INFO : Epoch 1678 | loss: 0.0311029 | val_loss: 0.0311145 | Time: 6888.79 ms
[2022-04-26 00:30:30 main:574] : INFO : Epoch 1679 | loss: 0.0311004 | val_loss: 0.0311147 | Time: 6918.58 ms
[2022-04-26 00:30:37 main:574] : INFO : Epoch 1680 | loss: 0.0311003 | val_loss: 0.0311134 | Time: 6654.25 ms
[2022-04-26 00:30:44 main:574] : INFO : Epoch 1681 | loss: 0.0310967 | val_loss: 0.0311155 | Time: 6669.67 ms
[2022-04-26 00:30:51 main:574] : INFO : Epoch 1682 | loss: 0.0310966 | val_loss: 0.0311171 | Time: 6934.96 ms
[2022-04-26 00:30:57 main:574] : INFO : Epoch 1683 | loss: 0.0310956 | val_loss: 0.0311125 | Time: 6591.62 ms
[2022-04-26 00:31:04 main:574] : INFO : Epoch 1684 | loss: 0.0310939 | val_loss: 0.0311144 | Time: 6799.53 ms
[2022-04-26 00:31:11 main:574] : INFO : Epoch 1685 | loss: 0.0310932 | val_loss: 0.0311111 | Time: 7010.93 ms
[2022-04-26 00:31:18 main:574] : INFO : Epoch 1686 | loss: 0.0310944 | val_loss: 0.0311106 | Time: 6701.31 ms
[2022-04-26 00:31:25 main:574] : INFO : Epoch 1687 | loss: 0.0310925 | val_loss: 0.0311128 | Time: 6849.12 ms
[2022-04-26 00:31:32 main:574] : INFO : Epoch 1688 | loss: 0.0310954 | val_loss: 0.0311087 | Time: 6871.52 ms
[2022-04-26 00:31:38 main:574] : INFO : Epoch 1689 | loss: 0.0310923 | val_loss: 0.0311114 | Time: 6641.27 ms
[2022-04-26 00:31:45 main:574] : INFO : Epoch 1690 | loss: 0.0310917 | val_loss: 0.0311138 | Time: 6812.1 ms
[2022-04-26 00:31:52 main:574] : INFO : Epoch 1691 | loss: 0.0310916 | val_loss: 0.0311101 | Time: 6810.8 ms
[2022-04-26 00:31:58 main:574] : INFO : Epoch 1692 | loss: 0.0310898 | val_loss: 0.0311113 | Time: 6460.03 ms
[2022-04-26 00:32:05 main:574] : INFO : Epoch 1693 | loss: 0.0310894 | val_loss: 0.0311119 | Time: 6772.21 ms
[2022-04-26 00:32:12 main:574] : INFO : Epoch 1694 | loss: 0.0310877 | val_loss: 0.0311083 | Time: 6643.9 ms
[2022-04-26 00:32:18 main:574] : INFO : Epoch 1695 | loss: 0.0310875 | val_loss: 0.0311088 | Time: 6664.39 ms
[2022-04-26 00:32:25 main:574] : INFO : Epoch 1696 | loss: 0.0310874 | val_loss: 0.031111 | Time: 6750.57 ms
[2022-04-26 00:32:32 main:574] : INFO : Epoch 1697 | loss: 0.031086 | val_loss: 0.0311089 | Time: 6801.42 ms
[2022-04-26 00:32:39 main:574] : INFO : Epoch 1698 | loss: 0.0310873 | val_loss: 0.0311076 | Time: 6684.24 ms
[2022-04-26 00:32:45 main:574] : INFO : Epoch 1699 | loss: 0.0310903 | val_loss: 0.0311099 | Time: 6829.08 ms
[2022-04-26 00:32:52 main:574] : INFO : Epoch 1700 | loss: 0.0310877 | val_loss: 0.0311083 | Time: 6786.79 ms
[2022-04-26 00:32:59 main:574] : INFO : Epoch 1701 | loss: 0.0310873 | val_loss: 0.0311046 | Time: 6431.07 ms
[2022-04-26 00:33:05 main:574] : INFO : Epoch 1702 | loss: 0.0310881 | val_loss: 0.0311067 | Time: 6797.28 ms
[2022-04-26 00:33:12 main:574] : INFO : Epoch 1703 | loss: 0.0310868 | val_loss: 0.0311099 | Time: 6866.88 ms
[2022-04-26 00:33:19 main:574] : INFO : Epoch 1704 | loss: 0.0310853 | val_loss: 0.0311082 | Time: 6629.57 ms
[2022-04-26 00:33:26 main:574] : INFO : Epoch 1705 | loss: 0.0310845 | val_loss: 0.0311149 | Time: 6770.56 ms
[2022-04-26 00:33:33 main:574] : INFO : Epoch 1706 | loss: 0.0310882 | val_loss: 0.0311114 | Time: 6761.71 ms
[2022-04-26 00:33:39 main:574] : INFO : Epoch 1707 | loss: 0.031086 | val_loss: 0.0311093 | Time: 6688.35 ms
[2022-04-26 00:33:46 main:574] : INFO : Epoch 1708 | loss: 0.0310835 | val_loss: 0.0311087 | Time: 6734.88 ms
[2022-04-26 00:33:53 main:574] : INFO : Epoch 1709 | loss: 0.0310836 | val_loss: 0.0311085 | Time: 6829.32 ms
[2022-04-26 00:33:59 main:574] : INFO : Epoch 1710 | loss: 0.0310818 | val_loss: 0.0311076 | Time: 6542.73 ms
[2022-04-26 00:34:06 main:574] : INFO : Epoch 1711 | loss: 0.0310834 | val_loss: 0.0311122 | Time: 6753.91 ms
[2022-04-26 00:34:13 main:574] : INFO : Epoch 1712 | loss: 0.0310837 | val_loss: 0.0311106 | Time: 6838.14 ms
[2022-04-26 00:34:21 main:574] : INFO : Epoch 1713 | loss: 0.0310835 | val_loss: 0.0311093 | Time: 7586.51 ms
[2022-04-26 00:34:27 main:574] : INFO : Epoch 1714 | loss: 0.0310826 | val_loss: 0.0311057 | Time: 6897.21 ms
[2022-04-26 00:34:34 main:574] : INFO : Epoch 1715 | loss: 0.031081 | val_loss: 0.0311087 | Time: 6614.95 ms
[2022-04-26 00:34:41 main:574] : INFO : Epoch 1716 | loss: 0.0310797 | val_loss: 0.0311056 | Time: 6932.02 ms
[2022-04-26 00:34:48 main:574] : INFO : Epoch 1717 | loss: 0.0310792 | val_loss: 0.0311083 | Time: 6749.36 ms
[2022-04-26 00:34:55 main:574] : INFO : Epoch 1718 | loss: 0.031087 | val_loss: 0.0311066 | Time: 6779.34 ms
[2022-04-26 00:35:01 main:574] : INFO : Epoch 1719 | loss: 0.0310844 | val_loss: 0.0311089 | Time: 6820.22 ms
[2022-04-26 00:35:08 main:574] : INFO : Epoch 1720 | loss: 0.0310813 | val_loss: 0.0311082 | Time: 6810.37 ms
[2022-04-26 00:35:15 main:574] : INFO : Epoch 1721 | loss: 0.0310803 | val_loss: 0.0311085 | Time: 6869.49 ms
[2022-04-26 00:35:22 main:574] : INFO : Epoch 1722 | loss: 0.0310782 | val_loss: 0.0311119 | Time: 6815.85 ms
[2022-04-26 00:35:28 main:574] : INFO : Epoch 1723 | loss: 0.0310783 | val_loss: 0.0311127 | Time: 6576.89 ms
[2022-04-26 00:35:35 main:574] : INFO : Epoch 1724 | loss: 0.0310819 | val_loss: 0.0311044 | Time: 6793.53 ms
[2022-04-26 00:35:42 main:574] : INFO : Epoch 1725 | loss: 0.0310792 | val_loss: 0.0311076 | Time: 6863.39 ms
[2022-04-26 00:35:49 main:574] : INFO : Epoch 1726 | loss: 0.03108 | val_loss: 0.0311096 | Time: 6905.4 ms
[2022-04-26 00:35:56 main:574] : INFO : Epoch 1727 | loss: 0.031078 | val_loss: 0.0311071 | Time: 6669.85 ms
[2022-04-26 00:36:02 main:574] : INFO : Epoch 1728 | loss: 0.0310759 | val_loss: 0.0311068 | Time: 6771.6 ms
[2022-04-26 00:36:09 main:574] : INFO : Epoch 1729 | loss: 0.0310748 | val_loss: 0.0311121 | Time: 6599.35 ms
[2022-04-26 00:36:16 main:574] : INFO : Epoch 1730 | loss: 0.031075 | val_loss: 0.031108 | Time: 6810.84 ms
[2022-04-26 00:36:23 main:574] : INFO : Epoch 1731 | loss: 0.0310754 | val_loss: 0.0311087 | Time: 6669.97 ms
[2022-04-26 00:36:29 main:574] : INFO : Epoch 1732 | loss: 0.0310813 | val_loss: 0.0311151 | Time: 6666.93 ms
[2022-04-26 00:36:36 main:574] : INFO : Epoch 1733 | loss: 0.0310795 | val_loss: 0.0311115 | Time: 6739.65 ms
[2022-04-26 00:36:43 main:574] : INFO : Epoch 1734 | loss: 0.031076 | val_loss: 0.0311034 | Time: 6718.35 ms
[2022-04-26 00:36:49 main:574] : INFO : Epoch 1735 | loss: 0.0310769 | val_loss: 0.0311071 | Time: 6723.36 ms
[2022-04-26 00:36:56 main:574] : INFO : Epoch 1736 | loss: 0.0310741 | val_loss: 0.0311079 | Time: 6678.14 ms
[2022-04-26 00:37:03 main:574] : INFO : Epoch 1737 | loss: 0.0310808 | val_loss: 0.0311085 | Time: 6765.45 ms
[2022-04-26 00:37:10 main:574] : INFO : Epoch 1738 | loss: 0.0310786 | val_loss: 0.0311096 | Time: 6788.55 ms
[2022-04-26 00:37:16 main:574] : INFO : Epoch 1739 | loss: 0.0310772 | val_loss: 0.0311077 | Time: 6668.39 ms
[2022-04-26 00:37:23 main:574] : INFO : Epoch 1740 | loss: 0.0310752 | val_loss: 0.0311089 | Time: 7012.17 ms
[2022-04-26 00:37:30 main:574] : INFO : Epoch 1741 | loss: 0.031078 | val_loss: 0.0311128 | Time: 6617.84 ms
[2022-04-26 00:37:37 main:574] : INFO : Epoch 1742 | loss: 0.0310784 | val_loss: 0.0311069 | Time: 6841.3 ms
[2022-04-26 00:37:43 main:574] : INFO : Epoch 1743 | loss: 0.0310775 | val_loss: 0.0311051 | Time: 6638.62 ms
[2022-04-26 00:37:50 main:574] : INFO : Epoch 1744 | loss: 0.0310755 | val_loss: 0.0311046 | Time: 6887.02 ms
[2022-04-26 00:37:57 main:574] : INFO : Epoch 1745 | loss: 0.03108 | val_loss: 0.0311038 | Time: 6604.39 ms
[2022-04-26 00:38:04 main:574] : INFO : Epoch 1746 | loss: 0.031082 | val_loss: 0.031111 | Time: 6927.11 ms
[2022-04-26 00:38:10 main:574] : INFO : Epoch 1747 | loss: 0.0310877 | val_loss: 0.0311076 | Time: 6576.52 ms
[2022-04-26 00:38:17 main:574] : INFO : Epoch 1748 | loss: 0.0310801 | val_loss: 0.0311123 | Time: 6708.87 ms
[2022-04-26 00:38:24 main:574] : INFO : Epoch 1749 | loss: 0.0310764 | val_loss: 0.0311116 | Time: 6937.49 ms
[2022-04-26 00:38:31 main:574] : INFO : Epoch 1750 | loss: 0.0310737 | val_loss: 0.0311028 | Time: 6686.55 ms
[2022-04-26 00:38:38 main:574] : INFO : Epoch 1751 | loss: 0.0310717 | val_loss: 0.0311069 | Time: 6699.73 ms
[2022-04-26 00:38:44 main:574] : INFO : Epoch 1752 | loss: 0.0310727 | val_loss: 0.0311046 | Time: 6704.07 ms
[2022-04-26 00:38:51 main:574] : INFO : Epoch 1753 | loss: 0.0310722 | val_loss: 0.0311097 | Time: 6502.21 ms
[2022-04-26 00:38:58 main:574] : INFO : Epoch 1754 | loss: 0.0310698 | val_loss: 0.0311057 | Time: 6842.5 ms
[2022-04-26 00:39:04 main:574] : INFO : Epoch 1755 | loss: 0.0310692 | val_loss: 0.0311154 | Time: 6818.71 ms
[2022-04-26 00:39:11 main:574] : INFO : Epoch 1756 | loss: 0.0310714 | val_loss: 0.0311051 | Time: 6636.11 ms
[2022-04-26 00:39:18 main:574] : INFO : Epoch 1757 | loss: 0.0310693 | val_loss: 0.031109 | Time: 6852.19 ms
[2022-04-26 00:39:25 main:574] : INFO : Epoch 1758 | loss: 0.0310674 | val_loss: 0.0311056 | Time: 6893.9 ms
[2022-04-26 00:39:32 main:574] : INFO : Epoch 1759 | loss: 0.0310683 | val_loss: 0.0311072 | Time: 6800.83 ms
[2022-04-26 00:39:38 main:574] : INFO : Epoch 1760 | loss: 0.0310671 | val_loss: 0.0311073 | Time: 6830.27 ms
[2022-04-26 00:39:45 main:574] : INFO : Epoch 1761 | loss: 0.0310704 | val_loss: 0.0311054 | Time: 6748.81 ms
[2022-04-26 00:39:52 main:574] : INFO : Epoch 1762 | loss: 0.0310693 | val_loss: 0.0311069 | Time: 6736.19 ms
[2022-04-26 00:39:59 main:574] : INFO : Epoch 1763 | loss: 0.031072 | val_loss: 0.0311057 | Time: 6866.77 ms
[2022-04-26 00:40:06 main:574] : INFO : Epoch 1764 | loss: 0.0310712 | val_loss: 0.0311045 | Time: 6863.11 ms
[2022-04-26 00:40:12 main:574] : INFO : Epoch 1765 | loss: 0.0310773 | val_loss: 0.0311022 | Time: 6699.33 ms
[2022-04-26 00:40:19 main:574] : INFO : Epoch 1766 | loss: 0.0310706 | val_loss: 0.031105 | Time: 6729.79 ms
[2022-04-26 00:40:26 main:574] : INFO : Epoch 1767 | loss: 0.0310682 | val_loss: 0.0311054 | Time: 6831.86 ms
[2022-04-26 00:40:33 main:574] : INFO : Epoch 1768 | loss: 0.0310653 | val_loss: 0.0311013 | Time: 6600.77 ms
[2022-04-26 00:40:39 main:574] : INFO : Epoch 1769 | loss: 0.031064 | val_loss: 0.0311037 | Time: 6663.42 ms
[2022-04-26 00:40:46 main:574] : INFO : Epoch 1770 | loss: 0.0310667 | val_loss: 0.0311051 | Time: 6700.86 ms
[2022-04-26 00:40:53 main:574] : INFO : Epoch 1771 | loss: 0.0310642 | val_loss: 0.0311046 | Time: 6664.1 ms
[2022-04-26 00:40:59 main:574] : INFO : Epoch 1772 | loss: 0.0310649 | val_loss: 0.0311081 | Time: 6785.63 ms
[2022-04-26 00:41:06 main:574] : INFO : Epoch 1773 | loss: 0.0310661 | val_loss: 0.0311014 | Time: 6833.87 ms
[2022-04-26 00:41:13 main:574] : INFO : Epoch 1774 | loss: 0.0310646 | val_loss: 0.0311013 | Time: 6904.22 ms
[2022-04-26 00:41:20 main:574] : INFO : Epoch 1775 | loss: 0.0310721 | val_loss: 0.0310982 | Time: 6698.72 ms
[2022-04-26 00:41:27 main:574] : INFO : Epoch 1776 | loss: 0.0310746 | val_loss: 0.0310984 | Time: 6730.22 ms
[2022-04-26 00:41:33 main:574] : INFO : Epoch 1777 | loss: 0.0310729 | val_loss: 0.0311036 | Time: 6814.11 ms
[2022-04-26 00:41:40 main:574] : INFO : Epoch 1778 | loss: 0.0310682 | val_loss: 0.0311026 | Time: 6725.12 ms
[2022-04-26 00:41:47 main:574] : INFO : Epoch 1779 | loss: 0.0310699 | val_loss: 0.0311028 | Time: 6849.83 ms
[2022-04-26 00:41:54 main:574] : INFO : Epoch 1780 | loss: 0.0310722 | val_loss: 0.0311089 | Time: 6659.26 ms
[2022-04-26 00:42:00 main:574] : INFO : Epoch 1781 | loss: 0.0310718 | val_loss: 0.0311038 | Time: 6770.9 ms
[2022-04-26 00:42:08 main:574] : INFO : Epoch 1782 | loss: 0.0310689 | val_loss: 0.0311041 | Time: 7161.74 ms
[2022-04-26 00:42:14 main:574] : INFO : Epoch 1783 | loss: 0.0310651 | val_loss: 0.0311048 | Time: 6727.5 ms
[2022-04-26 00:42:21 main:574] : INFO : Epoch 1784 | loss: 0.0310633 | val_loss: 0.0311008 | Time: 6805.5 ms
[2022-04-26 00:42:28 main:574] : INFO : Epoch 1785 | loss: 0.0310602 | val_loss: 0.0311032 | Time: 6585.78 ms
[2022-04-26 00:42:34 main:574] : INFO : Epoch 1786 | loss: 0.0310623 | val_loss: 0.0311047 | Time: 6663.75 ms
[2022-04-26 00:42:41 main:574] : INFO : Epoch 1787 | loss: 0.0310646 | val_loss: 0.031106 | Time: 6728.8 ms
[2022-04-26 00:42:48 main:574] : INFO : Epoch 1788 | loss: 0.0310636 | val_loss: 0.0311048 | Time: 6774.84 ms
[2022-04-26 00:42:55 main:574] : INFO : Epoch 1789 | loss: 0.0310635 | val_loss: 0.0311032 | Time: 7050.86 ms
[2022-04-26 00:43:02 main:574] : INFO : Epoch 1790 | loss: 0.0310614 | val_loss: 0.0311116 | Time: 6693.8 ms
[2022-04-26 00:43:09 main:574] : INFO : Epoch 1791 | loss: 0.0310706 | val_loss: 0.0311096 | Time: 6937.71 ms
[2022-04-26 00:43:15 main:574] : INFO : Epoch 1792 | loss: 0.0310663 | val_loss: 0.0311082 | Time: 6794.64 ms
[2022-04-26 00:43:22 main:574] : INFO : Epoch 1793 | loss: 0.0310649 | val_loss: 0.0311066 | Time: 6805.07 ms
[2022-04-26 00:43:29 main:574] : INFO : Epoch 1794 | loss: 0.0310643 | val_loss: 0.0311002 | Time: 6741.46 ms
[2022-04-26 00:43:36 main:574] : INFO : Epoch 1795 | loss: 0.0310682 | val_loss: 0.0311154 | Time: 6721.88 ms
[2022-04-26 00:43:42 main:574] : INFO : Epoch 1796 | loss: 0.0310883 | val_loss: 0.0311123 | Time: 6628.2 ms
[2022-04-26 00:43:49 main:574] : INFO : Epoch 1797 | loss: 0.031081 | val_loss: 0.0311004 | Time: 6687.44 ms
[2022-04-26 00:43:56 main:574] : INFO : Epoch 1798 | loss: 0.0310718 | val_loss: 0.0311005 | Time: 6791.23 ms
[2022-04-26 00:44:03 main:574] : INFO : Epoch 1799 | loss: 0.0310689 | val_loss: 0.0311068 | Time: 6854.52 ms
[2022-04-26 00:44:09 main:574] : INFO : Epoch 1800 | loss: 0.031067 | val_loss: 0.0311057 | Time: 6704.96 ms
[2022-04-26 00:44:16 main:574] : INFO : Epoch 1801 | loss: 0.0310694 | val_loss: 0.0311042 | Time: 6898.41 ms
[2022-04-26 00:44:23 main:574] : INFO : Epoch 1802 | loss: 0.0310618 | val_loss: 0.0311022 | Time: 6633.46 ms
[2022-04-26 00:44:30 main:574] : INFO : Epoch 1803 | loss: 0.03106 | val_loss: 0.0311092 | Time: 6649.7 ms
[2022-04-26 00:44:36 main:574] : INFO : Epoch 1804 | loss: 0.031061 | val_loss: 0.0311025 | Time: 6809.4 ms
[2022-04-26 00:44:43 main:574] : INFO : Epoch 1805 | loss: 0.0310592 | val_loss: 0.0311034 | Time: 6742.66 ms
[2022-04-26 00:44:50 main:574] : INFO : Epoch 1806 | loss: 0.0310578 | val_loss: 0.0311094 | Time: 6636.42 ms
[2022-04-26 00:44:57 main:574] : INFO : Epoch 1807 | loss: 0.0310705 | val_loss: 0.0311033 | Time: 6748.15 ms
[2022-04-26 00:45:03 main:574] : INFO : Epoch 1808 | loss: 0.0310714 | val_loss: 0.0310988 | Time: 6614.54 ms
[2022-04-26 00:45:10 main:574] : INFO : Epoch 1809 | loss: 0.0310716 | val_loss: 0.0311012 | Time: 6889.71 ms
[2022-04-26 00:45:17 main:574] : INFO : Epoch 1810 | loss: 0.0310684 | val_loss: 0.0311068 | Time: 6617.27 ms
[2022-04-26 00:45:23 main:574] : INFO : Epoch 1811 | loss: 0.0310633 | val_loss: 0.031094 | Time: 6603.85 ms
[2022-04-26 00:45:30 main:574] : INFO : Epoch 1812 | loss: 0.0310612 | val_loss: 0.031093 | Time: 6768.23 ms
[2022-04-26 00:45:37 main:574] : INFO : Epoch 1813 | loss: 0.0310616 | val_loss: 0.0311015 | Time: 6656.91 ms
[2022-04-26 00:45:43 main:574] : INFO : Epoch 1814 | loss: 0.0310633 | val_loss: 0.0311076 | Time: 6568.49 ms
[2022-04-26 00:45:50 main:574] : INFO : Epoch 1815 | loss: 0.0310641 | val_loss: 0.0310971 | Time: 6561.47 ms
[2022-04-26 00:45:57 main:574] : INFO : Epoch 1816 | loss: 0.0310636 | val_loss: 0.0311019 | Time: 6765.05 ms
[2022-04-26 00:46:03 main:574] : INFO : Epoch 1817 | loss: 0.0310619 | val_loss: 0.031098 | Time: 6696.67 ms
[2022-04-26 00:46:10 main:574] : INFO : Epoch 1818 | loss: 0.0310609 | val_loss: 0.0311009 | Time: 6726.51 ms
[2022-04-26 00:46:17 main:574] : INFO : Epoch 1819 | loss: 0.031055 | val_loss: 0.0310969 | Time: 6726.52 ms
[2022-04-26 00:46:23 main:574] : INFO : Epoch 1820 | loss: 0.0310537 | val_loss: 0.0310986 | Time: 6420.09 ms
[2022-04-26 00:46:30 main:574] : INFO : Epoch 1821 | loss: 0.0310531 | val_loss: 0.0311007 | Time: 6589.17 ms
[2022-04-26 00:46:37 main:574] : INFO : Epoch 1822 | loss: 0.0310522 | val_loss: 0.031091 | Time: 6904.55 ms
[2022-04-26 00:46:43 main:574] : INFO : Epoch 1823 | loss: 0.0310525 | val_loss: 0.0310911 | Time: 6684.3 ms
[2022-04-26 00:46:50 main:574] : INFO : Epoch 1824 | loss: 0.0310554 | val_loss: 0.0310986 | Time: 6796.17 ms
[2022-04-26 00:46:57 main:574] : INFO : Epoch 1825 | loss: 0.0310549 | val_loss: 0.0310962 | Time: 6771.19 ms
[2022-04-26 00:47:04 main:574] : INFO : Epoch 1826 | loss: 0.0310515 | val_loss: 0.0310966 | Time: 6890.18 ms
[2022-04-26 00:47:11 main:574] : INFO : Epoch 1827 | loss: 0.0310497 | val_loss: 0.0310907 | Time: 6755.88 ms
[2022-04-26 00:47:17 main:574] : INFO : Epoch 1828 | loss: 0.0310508 | val_loss: 0.0310945 | Time: 6699.57 ms
[2022-04-26 00:47:24 main:574] : INFO : Epoch 1829 | loss: 0.03105 | val_loss: 0.0310912 | Time: 6658.18 ms
[2022-04-26 00:47:31 main:574] : INFO : Epoch 1830 | loss: 0.0310476 | val_loss: 0.0310979 | Time: 6749.09 ms
[2022-04-26 00:47:38 main:574] : INFO : Epoch 1831 | loss: 0.0310492 | val_loss: 0.0311049 | Time: 6679.71 ms
[2022-04-26 00:47:44 main:574] : INFO : Epoch 1832 | loss: 0.0310527 | val_loss: 0.0310975 | Time: 6497.03 ms
[2022-04-26 00:47:51 main:574] : INFO : Epoch 1833 | loss: 0.0310484 | val_loss: 0.031092 | Time: 6652.41 ms
[2022-04-26 00:47:58 main:574] : INFO : Epoch 1834 | loss: 0.0310468 | val_loss: 0.0310931 | Time: 6823.78 ms
[2022-04-26 00:48:04 main:574] : INFO : Epoch 1835 | loss: 0.0310478 | val_loss: 0.0310933 | Time: 6591.12 ms
[2022-04-26 00:48:11 main:574] : INFO : Epoch 1836 | loss: 0.0310477 | val_loss: 0.0310969 | Time: 6751.34 ms
[2022-04-26 00:48:17 main:574] : INFO : Epoch 1837 | loss: 0.0310476 | val_loss: 0.0310924 | Time: 6611.82 ms
[2022-04-26 00:48:24 main:574] : INFO : Epoch 1838 | loss: 0.0310473 | val_loss: 0.0310953 | Time: 6658.89 ms
[2022-04-26 00:48:31 main:574] : INFO : Epoch 1839 | loss: 0.031045 | val_loss: 0.0310911 | Time: 6828.29 ms
[2022-04-26 00:48:38 main:574] : INFO : Epoch 1840 | loss: 0.0310473 | val_loss: 0.0310914 | Time: 6725.24 ms
[2022-04-26 00:48:44 main:574] : INFO : Epoch 1841 | loss: 0.0310481 | val_loss: 0.0310983 | Time: 6508.42 ms
[2022-04-26 00:48:51 main:574] : INFO : Epoch 1842 | loss: 0.0310479 | val_loss: 0.0310917 | Time: 6568.42 ms
[2022-04-26 00:48:57 main:574] : INFO : Epoch 1843 | loss: 0.0310461 | val_loss: 0.0310969 | Time: 6628.24 ms
[2022-04-26 00:49:04 main:574] : INFO : Epoch 1844 | loss: 0.0310426 | val_loss: 0.03109 | Time: 6908.68 ms
[2022-04-26 00:49:11 main:574] : INFO : Epoch 1845 | loss: 0.0310432 | val_loss: 0.0310901 | Time: 6646.5 ms
[2022-04-26 00:49:18 main:574] : INFO : Epoch 1846 | loss: 0.0310442 | val_loss: 0.0310906 | Time: 6576.38 ms
[2022-04-26 00:49:24 main:574] : INFO : Epoch 1847 | loss: 0.0310446 | val_loss: 0.0310948 | Time: 6786.18 ms
[2022-04-26 00:49:31 main:574] : INFO : Epoch 1848 | loss: 0.0310507 | val_loss: 0.031096 | Time: 6696.59 ms
[2022-04-26 00:49:38 main:574] : INFO : Epoch 1849 | loss: 0.031057 | val_loss: 0.031095 | Time: 6679.65 ms
[2022-04-26 00:49:45 main:574] : INFO : Epoch 1850 | loss: 0.0310559 | val_loss: 0.0310961 | Time: 7032.47 ms
[2022-04-26 00:49:52 main:574] : INFO : Epoch 1851 | loss: 0.0310523 | val_loss: 0.0310946 | Time: 6815.39 ms
[2022-04-26 00:49:58 main:574] : INFO : Epoch 1852 | loss: 0.0310478 | val_loss: 0.0310987 | Time: 6758.03 ms
[2022-04-26 00:50:05 main:574] : INFO : Epoch 1853 | loss: 0.0310499 | val_loss: 0.031104 | Time: 6662.99 ms
[2022-04-26 00:50:12 main:574] : INFO : Epoch 1854 | loss: 0.0310513 | val_loss: 0.0311013 | Time: 6815.89 ms
[2022-04-26 00:50:19 main:574] : INFO : Epoch 1855 | loss: 0.0310494 | val_loss: 0.0310965 | Time: 6823.55 ms
[2022-04-26 00:50:26 main:574] : INFO : Epoch 1856 | loss: 0.0310438 | val_loss: 0.0310925 | Time: 6965.1 ms
[2022-04-26 00:50:32 main:574] : INFO : Epoch 1857 | loss: 0.0310514 | val_loss: 0.0310989 | Time: 6786.99 ms
[2022-04-26 00:50:39 main:574] : INFO : Epoch 1858 | loss: 0.0310467 | val_loss: 0.0310895 | Time: 6728.25 ms
[2022-04-26 00:50:46 main:574] : INFO : Epoch 1859 | loss: 0.031045 | val_loss: 0.0310984 | Time: 6788.01 ms
[2022-04-26 00:50:53 main:574] : INFO : Epoch 1860 | loss: 0.0310493 | val_loss: 0.0310977 | Time: 6765.61 ms
[2022-04-26 00:51:00 main:574] : INFO : Epoch 1861 | loss: 0.0310442 | val_loss: 0.0310934 | Time: 6744.82 ms
[2022-04-26 00:51:06 main:574] : INFO : Epoch 1862 | loss: 0.0310469 | val_loss: 0.0310997 | Time: 6908.65 ms
[2022-04-26 00:51:13 main:574] : INFO : Epoch 1863 | loss: 0.0310489 | val_loss: 0.0310985 | Time: 6709.27 ms
[2022-04-26 00:51:20 main:574] : INFO : Epoch 1864 | loss: 0.0310518 | val_loss: 0.0310946 | Time: 7254.94 ms
[2022-04-26 00:51:27 main:574] : INFO : Epoch 1865 | loss: 0.0310464 | val_loss: 0.0311009 | Time: 6689.68 ms
[2022-04-26 00:51:34 main:574] : INFO : Epoch 1866 | loss: 0.0310441 | val_loss: 0.0310941 | Time: 6558.74 ms
[2022-04-26 00:51:40 main:574] : INFO : Epoch 1867 | loss: 0.0310444 | val_loss: 0.0310984 | Time: 6689.83 ms
[2022-04-26 00:51:47 main:574] : INFO : Epoch 1868 | loss: 0.031043 | val_loss: 0.0310984 | Time: 6651.88 ms
[2022-04-26 00:51:54 main:574] : INFO : Epoch 1869 | loss: 0.0310419 | val_loss: 0.0310977 | Time: 6746.64 ms
[2022-04-26 00:52:01 main:574] : INFO : Epoch 1870 | loss: 0.0310463 | val_loss: 0.031089 | Time: 6789.7 ms
[2022-04-26 00:52:07 main:574] : INFO : Epoch 1871 | loss: 0.0310469 | val_loss: 0.031091 | Time: 6648.06 ms
[2022-04-26 00:52:14 main:574] : INFO : Epoch 1872 | loss: 0.0310421 | val_loss: 0.0310935 | Time: 6648.13 ms
[2022-04-26 00:52:21 main:574] : INFO : Epoch 1873 | loss: 0.0310422 | val_loss: 0.0311013 | Time: 6771.71 ms
[2022-04-26 00:52:27 main:574] : INFO : Epoch 1874 | loss: 0.031046 | val_loss: 0.0311004 | Time: 6683.38 ms
[2022-04-26 00:52:34 main:574] : INFO : Epoch 1875 | loss: 0.031049 | val_loss: 0.0310992 | Time: 6652.11 ms
[2022-04-26 00:52:41 main:574] : INFO : Epoch 1876 | loss: 0.0310439 | val_loss: 0.0310936 | Time: 6839.05 ms
[2022-04-26 00:52:48 main:574] : INFO : Epoch 1877 | loss: 0.0310405 | val_loss: 0.0310992 | Time: 6703.69 ms
[2022-04-26 00:52:54 main:574] : INFO : Epoch 1878 | loss: 0.0310369 | val_loss: 0.0310988 | Time: 6767.08 ms
[2022-04-26 00:53:01 main:574] : INFO : Epoch 1879 | loss: 0.0310411 | val_loss: 0.0311008 | Time: 6619.37 ms
[2022-04-26 00:53:08 main:574] : INFO : Epoch 1880 | loss: 0.0310389 | val_loss: 0.031099 | Time: 6647.42 ms
[2022-04-26 00:53:14 main:574] : INFO : Epoch 1881 | loss: 0.0310375 | val_loss: 0.0311015 | Time: 6622.81 ms
[2022-04-26 00:53:21 main:574] : INFO : Epoch 1882 | loss: 0.0310383 | val_loss: 0.0310995 | Time: 6918.98 ms
[2022-04-26 00:53:28 main:574] : INFO : Epoch 1883 | loss: 0.0310341 | val_loss: 0.0310983 | Time: 6677.39 ms
[2022-04-26 00:53:35 main:574] : INFO : Epoch 1884 | loss: 0.0310355 | val_loss: 0.0310981 | Time: 6685.03 ms
[2022-04-26 00:53:41 main:574] : INFO : Epoch 1885 | loss: 0.0310358 | val_loss: 0.0311027 | Time: 6773.6 ms
[2022-04-26 00:53:48 main:574] : INFO : Epoch 1886 | loss: 0.0310364 | val_loss: 0.0310963 | Time: 6698.69 ms
[2022-04-26 00:53:55 main:574] : INFO : Epoch 1887 | loss: 0.031035 | val_loss: 0.0310976 | Time: 6736.61 ms
[2022-04-26 00:54:02 main:574] : INFO : Epoch 1888 | loss: 0.0310357 | val_loss: 0.0310982 | Time: 6806.2 ms
[2022-04-26 00:54:08 main:574] : INFO : Epoch 1889 | loss: 0.0310427 | val_loss: 0.0310965 | Time: 6746.09 ms
[2022-04-26 00:54:15 main:574] : INFO : Epoch 1890 | loss: 0.0310413 | val_loss: 0.031101 | Time: 6681.51 ms
[2022-04-26 00:54:22 main:574] : INFO : Epoch 1891 | loss: 0.0310398 | val_loss: 0.0310998 | Time: 6663.15 ms
[2022-04-26 00:54:28 main:574] : INFO : Epoch 1892 | loss: 0.0310384 | val_loss: 0.0310959 | Time: 6743.26 ms
[2022-04-26 00:54:35 main:574] : INFO : Epoch 1893 | loss: 0.0310382 | val_loss: 0.0310929 | Time: 6795.82 ms
[2022-04-26 00:54:42 main:574] : INFO : Epoch 1894 | loss: 0.0310353 | val_loss: 0.0310971 | Time: 6615.65 ms
[2022-04-26 00:54:48 main:574] : INFO : Epoch 1895 | loss: 0.0310331 | val_loss: 0.0310981 | Time: 6619.18 ms
[2022-04-26 00:54:55 main:574] : INFO : Epoch 1896 | loss: 0.0310351 | val_loss: 0.0310977 | Time: 6623.03 ms
[2022-04-26 00:55:02 main:574] : INFO : Epoch 1897 | loss: 0.0310342 | val_loss: 0.0310959 | Time: 6624.3 ms
[2022-04-26 00:55:08 main:574] : INFO : Epoch 1898 | loss: 0.0310402 | val_loss: 0.031106 | Time: 6652.77 ms
[2022-04-26 00:55:15 main:574] : INFO : Epoch 1899 | loss: 0.0310482 | val_loss: 0.0310925 | Time: 6596.33 ms
[2022-04-26 00:55:22 main:574] : INFO : Epoch 1900 | loss: 0.0310444 | val_loss: 0.0311045 | Time: 6737.7 ms
[2022-04-26 00:55:29 main:574] : INFO : Epoch 1901 | loss: 0.0310405 | val_loss: 0.0310976 | Time: 6889.1 ms
[2022-04-26 00:55:36 main:574] : INFO : Epoch 1902 | loss: 0.0310409 | val_loss: 0.0311022 | Time: 7027.74 ms
[2022-04-26 00:55:43 main:574] : INFO : Epoch 1903 | loss: 0.0310605 | val_loss: 0.031104 | Time: 7468.17 ms
[2022-04-26 00:57:21 main:574] : INFO : Epoch 1904 | loss: 0.0310705 | val_loss: 0.0310981 | Time: 98346.2 ms
[2022-04-26 00:57:28 main:574] : INFO : Epoch 1905 | loss: 0.0310572 | val_loss: 0.0310956 | Time: 6719.68 ms
[2022-04-26 00:57:35 main:574] : INFO : Epoch 1906 | loss: 0.0310486 | val_loss: 0.0311031 | Time: 6573.53 ms
[2022-04-26 00:57:41 main:574] : INFO : Epoch 1907 | loss: 0.0310457 | val_loss: 0.0310977 | Time: 6516.16 ms
[2022-04-26 00:57:48 main:574] : INFO : Epoch 1908 | loss: 0.0310462 | val_loss: 0.0310914 | Time: 6529.51 ms
[2022-04-26 00:57:54 main:574] : INFO : Epoch 1909 | loss: 0.0310531 | val_loss: 0.0310907 | Time: 6469.79 ms
[2022-04-26 00:58:01 main:574] : INFO : Epoch 1910 | loss: 0.031047 | val_loss: 0.0310901 | Time: 6420.67 ms
[2022-04-26 00:58:07 main:574] : INFO : Epoch 1911 | loss: 0.0310438 | val_loss: 0.0310996 | Time: 6458.58 ms
[2022-04-26 00:58:14 main:574] : INFO : Epoch 1912 | loss: 0.0310458 | val_loss: 0.0310902 | Time: 6550.72 ms
[2022-04-26 00:58:20 main:574] : INFO : Epoch 1913 | loss: 0.0310425 | val_loss: 0.0310933 | Time: 6407.73 ms
[2022-04-26 00:58:27 main:574] : INFO : Epoch 1914 | loss: 0.0310422 | val_loss: 0.0310928 | Time: 6562.7 ms
[2022-04-26 00:58:33 main:574] : INFO : Epoch 1915 | loss: 0.0310413 | val_loss: 0.0310896 | Time: 6461.38 ms
[2022-04-26 00:58:40 main:574] : INFO : Epoch 1916 | loss: 0.031039 | val_loss: 0.0310897 | Time: 6538.81 ms
[2022-04-26 00:58:46 main:574] : INFO : Epoch 1917 | loss: 0.0310349 | val_loss: 0.031099 | Time: 6610.93 ms
[2022-04-26 00:58:53 main:574] : INFO : Epoch 1918 | loss: 0.0310344 | val_loss: 0.0310949 | Time: 6457.65 ms
[2022-04-26 00:58:59 main:574] : INFO : Epoch 1919 | loss: 0.0310341 | val_loss: 0.0311021 | Time: 6491.44 ms
[2022-04-26 00:59:06 main:574] : INFO : Epoch 1920 | loss: 0.0310366 | val_loss: 0.0310999 | Time: 6561.05 ms
[2022-04-26 00:59:12 main:574] : INFO : Epoch 1921 | loss: 0.0310358 | val_loss: 0.0311013 | Time: 6556.75 ms
[2022-04-26 00:59:19 main:574] : INFO : Epoch 1922 | loss: 0.0310339 | val_loss: 0.0310944 | Time: 6574.18 ms
[2022-04-26 00:59:26 main:574] : INFO : Epoch 1923 | loss: 0.0310363 | val_loss: 0.0311056 | Time: 6603.95 ms
[2022-04-26 00:59:32 main:574] : INFO : Epoch 1924 | loss: 0.0310374 | val_loss: 0.0311001 | Time: 6594.97 ms
[2022-04-26 00:59:39 main:574] : INFO : Epoch 1925 | loss: 0.0310363 | val_loss: 0.0310984 | Time: 6884 ms
[2022-04-26 00:59:46 main:574] : INFO : Epoch 1926 | loss: 0.0310363 | val_loss: 0.0311015 | Time: 6615.22 ms
[2022-04-26 00:59:52 main:574] : INFO : Epoch 1927 | loss: 0.031037 | val_loss: 0.0310954 | Time: 6295.08 ms
[2022-04-26 00:59:58 main:574] : INFO : Epoch 1928 | loss: 0.0310351 | val_loss: 0.031103 | Time: 6066.45 ms
[2022-04-26 01:00:05 main:574] : INFO : Epoch 1929 | loss: 0.0310345 | val_loss: 0.0311034 | Time: 6665.13 ms
[2022-04-26 01:00:11 main:574] : INFO : Epoch 1930 | loss: 0.031031 | val_loss: 0.0310963 | Time: 6549.08 ms
[2022-04-26 01:00:18 main:574] : INFO : Epoch 1931 | loss: 0.0310313 | val_loss: 0.0310957 | Time: 6429.25 ms
[2022-04-26 01:00:24 main:574] : INFO : Epoch 1932 | loss: 0.0310354 | val_loss: 0.0311015 | Time: 6578.32 ms
[2022-04-26 01:00:31 main:574] : INFO : Epoch 1933 | loss: 0.0310305 | val_loss: 0.0311009 | Time: 6516.17 ms
[2022-04-26 01:00:38 main:574] : INFO : Epoch 1934 | loss: 0.0310337 | val_loss: 0.0311 | Time: 6646.81 ms
[2022-04-26 01:00:44 main:574] : INFO : Epoch 1935 | loss: 0.0310394 | val_loss: 0.0311047 | Time: 6693.88 ms
[2022-04-26 01:00:51 main:574] : INFO : Epoch 1936 | loss: 0.0310477 | val_loss: 0.0310926 | Time: 6441.34 ms
[2022-04-26 01:00:57 main:574] : INFO : Epoch 1937 | loss: 0.0310468 | val_loss: 0.0310979 | Time: 6675.18 ms
[2022-04-26 01:01:04 main:574] : INFO : Epoch 1938 | loss: 0.0310424 | val_loss: 0.031096 | Time: 6323.17 ms
[2022-04-26 01:01:10 main:574] : INFO : Epoch 1939 | loss: 0.0310338 | val_loss: 0.0311028 | Time: 6732.41 ms
[2022-04-26 01:01:17 main:574] : INFO : Epoch 1940 | loss: 0.0310322 | val_loss: 0.0310973 | Time: 6792.06 ms
[2022-04-26 01:01:24 main:574] : INFO : Epoch 1941 | loss: 0.031033 | val_loss: 0.0311021 | Time: 6762.76 ms
[2022-04-26 01:01:31 main:574] : INFO : Epoch 1942 | loss: 0.0310344 | val_loss: 0.031101 | Time: 6713.8 ms
[2022-04-26 01:01:37 main:574] : INFO : Epoch 1943 | loss: 0.0310376 | val_loss: 0.031105 | Time: 6598.84 ms
[2022-04-26 01:01:44 main:574] : INFO : Epoch 1944 | loss: 0.0310439 | val_loss: 0.0311041 | Time: 6618.54 ms
[2022-04-26 01:01:51 main:574] : INFO : Epoch 1945 | loss: 0.0310538 | val_loss: 0.0311012 | Time: 6681.79 ms
[2022-04-26 01:01:57 main:574] : INFO : Epoch 1946 | loss: 0.0310468 | val_loss: 0.0311 | Time: 6708.64 ms
[2022-04-26 01:02:04 main:574] : INFO : Epoch 1947 | loss: 0.0310473 | val_loss: 0.0311007 | Time: 6682.31 ms
[2022-04-26 01:02:11 main:574] : INFO : Epoch 1948 | loss: 0.0310418 | val_loss: 0.0310885 | Time: 6520.85 ms
[2022-04-26 01:02:17 main:574] : INFO : Epoch 1949 | loss: 0.0310398 | val_loss: 0.0310869 | Time: 6714.08 ms
[2022-04-26 01:02:24 main:574] : INFO : Epoch 1950 | loss: 0.0310347 | val_loss: 0.0310981 | Time: 6554.28 ms
[2022-04-26 01:02:30 main:574] : INFO : Epoch 1951 | loss: 0.0310346 | val_loss: 0.031097 | Time: 6646.39 ms
[2022-04-26 01:02:37 main:574] : INFO : Epoch 1952 | loss: 0.0310352 | val_loss: 0.0310963 | Time: 6597.12 ms
[2022-04-26 01:02:44 main:574] : INFO : Epoch 1953 | loss: 0.031032 | val_loss: 0.0310955 | Time: 6585.89 ms
[2022-04-26 01:02:50 main:574] : INFO : Epoch 1954 | loss: 0.0310322 | val_loss: 0.0310938 | Time: 6566.9 ms
[2022-04-26 01:02:57 main:574] : INFO : Epoch 1955 | loss: 0.0310343 | val_loss: 0.0311022 | Time: 6664.07 ms
[2022-04-26 01:03:04 main:574] : INFO : Epoch 1956 | loss: 0.031034 | val_loss: 0.031093 | Time: 6755.28 ms
[2022-04-26 01:03:10 main:574] : INFO : Epoch 1957 | loss: 0.031033 | val_loss: 0.0310914 | Time: 6643.74 ms
[2022-04-26 01:03:17 main:574] : INFO : Epoch 1958 | loss: 0.0310317 | val_loss: 0.0310897 | Time: 6930.48 ms
[2022-04-26 01:03:24 main:574] : INFO : Epoch 1959 | loss: 0.031033 | val_loss: 0.0310922 | Time: 6482.79 ms
[2022-04-26 01:03:30 main:574] : INFO : Epoch 1960 | loss: 0.0310428 | val_loss: 0.0310987 | Time: 6665.77 ms
[2022-04-26 01:03:37 main:574] : INFO : Epoch 1961 | loss: 0.0310347 | val_loss: 0.0310902 | Time: 6476.14 ms
[2022-04-26 01:03:43 main:574] : INFO : Epoch 1962 | loss: 0.0310381 | val_loss: 0.0310916 | Time: 6510.38 ms
[2022-04-26 01:03:50 main:574] : INFO : Epoch 1963 | loss: 0.0310458 | val_loss: 0.0310992 | Time: 6543.71 ms
[2022-04-26 01:03:57 main:574] : INFO : Epoch 1964 | loss: 0.0310417 | val_loss: 0.0310933 | Time: 6630.91 ms
[2022-04-26 01:04:03 main:574] : INFO : Epoch 1965 | loss: 0.031042 | val_loss: 0.0310917 | Time: 6592.41 ms
[2022-04-26 01:04:11 main:574] : INFO : Epoch 1966 | loss: 0.0310396 | val_loss: 0.0310896 | Time: 8118.59 ms
[2022-04-26 01:04:21 main:574] : INFO : Epoch 1967 | loss: 0.0310343 | val_loss: 0.0310935 | Time: 9779.11 ms
[2022-04-26 01:04:30 main:574] : INFO : Epoch 1968 | loss: 0.0310337 | val_loss: 0.0310947 | Time: 8847.04 ms
[2022-04-26 01:04:37 main:574] : INFO : Epoch 1969 | loss: 0.0310326 | val_loss: 0.0310854 | Time: 7166.22 ms
[2022-04-26 01:04:43 main:574] : INFO : Epoch 1970 | loss: 0.031034 | val_loss: 0.0310881 | Time: 6050.42 ms
[2022-04-26 01:04:49 main:574] : INFO : Epoch 1971 | loss: 0.0310292 | val_loss: 0.0310942 | Time: 6255.6 ms
[2022-04-26 01:04:56 main:574] : INFO : Epoch 1972 | loss: 0.0310309 | val_loss: 0.0310907 | Time: 6767.74 ms
[2022-04-26 01:05:03 main:574] : INFO : Epoch 1973 | loss: 0.0310344 | val_loss: 0.0310916 | Time: 6669.66 ms
[2022-04-26 01:05:10 main:574] : INFO : Epoch 1974 | loss: 0.0310412 | val_loss: 0.0310875 | Time: 6815.7 ms
[2022-04-26 01:05:16 main:574] : INFO : Epoch 1975 | loss: 0.0310356 | val_loss: 0.0310892 | Time: 6555.24 ms
[2022-04-26 01:05:23 main:574] : INFO : Epoch 1976 | loss: 0.0310358 | val_loss: 0.0310954 | Time: 6675.56 ms
[2022-04-26 01:05:30 main:574] : INFO : Epoch 1977 | loss: 0.0310305 | val_loss: 0.0310873 | Time: 6562.59 ms
[2022-04-26 01:05:36 main:574] : INFO : Epoch 1978 | loss: 0.0310267 | val_loss: 0.0310893 | Time: 6517.1 ms
[2022-04-26 01:05:43 main:574] : INFO : Epoch 1979 | loss: 0.0310245 | val_loss: 0.0310913 | Time: 6913.06 ms
[2022-04-26 01:05:50 main:574] : INFO : Epoch 1980 | loss: 0.0310257 | val_loss: 0.0310986 | Time: 6524.95 ms
[2022-04-26 01:05:56 main:574] : INFO : Epoch 1981 | loss: 0.0310251 | val_loss: 0.0310894 | Time: 6495.76 ms
[2022-04-26 01:06:03 main:574] : INFO : Epoch 1982 | loss: 0.0310212 | val_loss: 0.0310939 | Time: 6658.83 ms
[2022-04-26 01:06:09 main:574] : INFO : Epoch 1983 | loss: 0.0310243 | val_loss: 0.0310938 | Time: 6521.85 ms
[2022-04-26 01:06:16 main:574] : INFO : Epoch 1984 | loss: 0.0310254 | val_loss: 0.0310894 | Time: 6522.11 ms
[2022-04-26 01:06:22 main:574] : INFO : Epoch 1985 | loss: 0.0310237 | val_loss: 0.0310978 | Time: 6555.96 ms
[2022-04-26 01:06:29 main:574] : INFO : Epoch 1986 | loss: 0.0310237 | val_loss: 0.0310969 | Time: 6473.96 ms
[2022-04-26 01:06:35 main:574] : INFO : Epoch 1987 | loss: 0.0310246 | val_loss: 0.0310897 | Time: 6572.12 ms
[2022-04-26 01:06:42 main:574] : INFO : Epoch 1988 | loss: 0.0310267 | val_loss: 0.0310966 | Time: 6626.1 ms
[2022-04-26 01:06:49 main:574] : INFO : Epoch 1989 | loss: 0.0310276 | val_loss: 0.0310945 | Time: 6579.42 ms
[2022-04-26 01:06:55 main:574] : INFO : Epoch 1990 | loss: 0.0310234 | val_loss: 0.0310986 | Time: 6534.48 ms
[2022-04-26 01:07:02 main:574] : INFO : Epoch 1991 | loss: 0.0310237 | val_loss: 0.0310972 | Time: 6662.09 ms
[2022-04-26 01:07:09 main:574] : INFO : Epoch 1992 | loss: 0.0310257 | val_loss: 0.0310975 | Time: 6759.95 ms
[2022-04-26 01:07:15 main:574] : INFO : Epoch 1993 | loss: 0.0310372 | val_loss: 0.0311008 | Time: 6513.3 ms
[2022-04-26 01:07:22 main:574] : INFO : Epoch 1994 | loss: 0.0310421 | val_loss: 0.0310949 | Time: 6676.2 ms
[2022-04-26 01:07:28 main:574] : INFO : Epoch 1995 | loss: 0.0310384 | val_loss: 0.0311005 | Time: 6602.08 ms
[2022-04-26 01:07:35 main:574] : INFO : Epoch 1996 | loss: 0.0310366 | val_loss: 0.0310892 | Time: 6819.53 ms
[2022-04-26 01:07:42 main:574] : INFO : Epoch 1997 | loss: 0.0310331 | val_loss: 0.0310932 | Time: 6642.19 ms
[2022-04-26 01:07:48 main:574] : INFO : Epoch 1998 | loss: 0.0310344 | val_loss: 0.0310944 | Time: 6669.98 ms
[2022-04-26 01:07:55 main:574] : INFO : Epoch 1999 | loss: 0.031035 | val_loss: 0.0310878 | Time: 6675.22 ms
[2022-04-26 01:08:02 main:574] : INFO : Epoch 2000 | loss: 0.031028 | val_loss: 0.0310968 | Time: 6462.05 ms
[2022-04-26 01:08:08 main:574] : INFO : Epoch 2001 | loss: 0.0310269 | val_loss: 0.0310971 | Time: 6806.48 ms
[2022-04-26 01:08:15 main:574] : INFO : Epoch 2002 | loss: 0.0310318 | val_loss: 0.0310897 | Time: 6593.02 ms
[2022-04-26 01:08:22 main:574] : INFO : Epoch 2003 | loss: 0.0310448 | val_loss: 0.0311067 | Time: 6468.95 ms
[2022-04-26 01:08:28 main:574] : INFO : Epoch 2004 | loss: 0.0310805 | val_loss: 0.0310997 | Time: 6639.22 ms
[2022-04-26 01:08:35 main:574] : INFO : Epoch 2005 | loss: 0.0310771 | val_loss: 0.0311015 | Time: 6669.88 ms
[2022-04-26 01:08:41 main:574] : INFO : Epoch 2006 | loss: 0.0310713 | val_loss: 0.0310939 | Time: 6507.38 ms
[2022-04-26 01:08:48 main:574] : INFO : Epoch 2007 | loss: 0.0310628 | val_loss: 0.0310837 | Time: 6667.41 ms
[2022-04-26 01:08:55 main:574] : INFO : Epoch 2008 | loss: 0.0310521 | val_loss: 0.0310895 | Time: 6590.39 ms
[2022-04-26 01:09:01 main:574] : INFO : Epoch 2009 | loss: 0.0310461 | val_loss: 0.0310943 | Time: 6478.64 ms
[2022-04-26 01:09:08 main:574] : INFO : Epoch 2010 | loss: 0.0310418 | val_loss: 0.0310885 | Time: 6617.18 ms
[2022-04-26 01:09:14 main:574] : INFO : Epoch 2011 | loss: 0.0310395 | val_loss: 0.0310891 | Time: 6543.77 ms
[2022-04-26 01:09:21 main:574] : INFO : Epoch 2012 | loss: 0.0310357 | val_loss: 0.0310924 | Time: 6612.11 ms
[2022-04-26 01:09:28 main:574] : INFO : Epoch 2013 | loss: 0.0310644 | val_loss: 0.0311268 | Time: 6636.81 ms
[2022-04-26 01:09:34 main:574] : INFO : Epoch 2014 | loss: 0.0310756 | val_loss: 0.0310909 | Time: 6465.7 ms
[2022-04-26 01:09:40 main:574] : INFO : Epoch 2015 | loss: 0.0310567 | val_loss: 0.0310883 | Time: 6488.36 ms
[2022-04-26 01:09:47 main:574] : INFO : Epoch 2016 | loss: 0.0310453 | val_loss: 0.0310853 | Time: 6440.66 ms
[2022-04-26 01:09:54 main:574] : INFO : Epoch 2017 | loss: 0.0310372 | val_loss: 0.0310819 | Time: 6606.71 ms
[2022-04-26 01:10:00 main:574] : INFO : Epoch 2018 | loss: 0.031032 | val_loss: 0.031081 | Time: 6735.26 ms
[2022-04-26 01:10:07 main:574] : INFO : Epoch 2019 | loss: 0.0310294 | val_loss: 0.0310824 | Time: 6568.99 ms
[2022-04-26 01:10:13 main:574] : INFO : Epoch 2020 | loss: 0.0310278 | val_loss: 0.031082 | Time: 6386.88 ms
[2022-04-26 01:10:20 main:574] : INFO : Epoch 2021 | loss: 0.031028 | val_loss: 0.0310766 | Time: 6677.83 ms
[2022-04-26 01:10:26 main:574] : INFO : Epoch 2022 | loss: 0.0310261 | val_loss: 0.0310865 | Time: 6457.89 ms
[2022-04-26 01:10:33 main:574] : INFO : Epoch 2023 | loss: 0.0310255 | val_loss: 0.0310814 | Time: 6550.76 ms
[2022-04-26 01:10:39 main:574] : INFO : Epoch 2024 | loss: 0.0310244 | val_loss: 0.0310792 | Time: 6538.78 ms
[2022-04-26 01:10:46 main:574] : INFO : Epoch 2025 | loss: 0.0310254 | val_loss: 0.0310865 | Time: 6536.31 ms
[2022-04-26 01:10:53 main:574] : INFO : Epoch 2026 | loss: 0.0310266 | val_loss: 0.0310821 | Time: 6481.78 ms
[2022-04-26 01:10:59 main:574] : INFO : Epoch 2027 | loss: 0.0310248 | val_loss: 0.0310876 | Time: 6585.15 ms
[2022-04-26 01:11:06 main:574] : INFO : Epoch 2028 | loss: 0.0310248 | val_loss: 0.0310854 | Time: 6507.24 ms
[2022-04-26 01:11:12 main:574] : INFO : Epoch 2029 | loss: 0.0310274 | val_loss: 0.031089 | Time: 6600.12 ms
[2022-04-26 01:11:19 main:574] : INFO : Epoch 2030 | loss: 0.031022 | val_loss: 0.0310814 | Time: 6613.94 ms
[2022-04-26 01:11:25 main:574] : INFO : Epoch 2031 | loss: 0.0310293 | val_loss: 0.0310874 | Time: 6526.35 ms
[2022-04-26 01:11:32 main:574] : INFO : Epoch 2032 | loss: 0.0310273 | val_loss: 0.0310825 | Time: 6431.42 ms
[2022-04-26 01:11:38 main:574] : INFO : Epoch 2033 | loss: 0.0310246 | val_loss: 0.0310846 | Time: 6478.92 ms
[2022-04-26 01:11:45 main:574] : INFO : Epoch 2034 | loss: 0.0310231 | val_loss: 0.0310828 | Time: 6398.98 ms
[2022-04-26 01:11:51 main:574] : INFO : Epoch 2035 | loss: 0.0310315 | val_loss: 0.0310933 | Time: 6470.82 ms
[2022-04-26 01:11:58 main:574] : INFO : Epoch 2036 | loss: 0.0310259 | val_loss: 0.0310854 | Time: 6449.14 ms
[2022-04-26 01:12:04 main:574] : INFO : Epoch 2037 | loss: 0.0310219 | val_loss: 0.0310869 | Time: 6514.56 ms
[2022-04-26 01:12:11 main:574] : INFO : Epoch 2038 | loss: 0.0310203 | val_loss: 0.0310811 | Time: 6485.84 ms
[2022-04-26 01:12:17 main:574] : INFO : Epoch 2039 | loss: 0.0310178 | val_loss: 0.0310847 | Time: 6379.3 ms
[2022-04-26 01:12:23 main:574] : INFO : Epoch 2040 | loss: 0.0310194 | val_loss: 0.0310871 | Time: 6393.62 ms
[2022-04-26 01:12:30 main:574] : INFO : Epoch 2041 | loss: 0.0310244 | val_loss: 0.0310894 | Time: 6495.58 ms
[2022-04-26 01:12:36 main:574] : INFO : Epoch 2042 | loss: 0.0310206 | val_loss: 0.0310913 | Time: 6349.06 ms
[2022-04-26 01:12:43 main:574] : INFO : Epoch 2043 | loss: 0.031019 | val_loss: 0.0310866 | Time: 6444.82 ms
[2022-04-26 01:12:49 main:574] : INFO : Epoch 2044 | loss: 0.0310199 | val_loss: 0.0310878 | Time: 6457.67 ms
[2022-04-26 01:12:55 main:574] : INFO : Epoch 2045 | loss: 0.0310208 | val_loss: 0.0310951 | Time: 6295.55 ms
[2022-04-26 01:13:02 main:574] : INFO : Epoch 2046 | loss: 0.0310304 | val_loss: 0.0310834 | Time: 6349.92 ms
[2022-04-26 01:13:09 main:574] : INFO : Epoch 2047 | loss: 0.0310294 | val_loss: 0.0310867 | Time: 6730.37 ms
[2022-04-26 01:13:15 main:574] : INFO : Epoch 2048 | loss: 0.0310485 | val_loss: 0.0310982 | Time: 6598.26 ms
[2022-04-26 01:13:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310982
[2022-04-26 01:13:15 main:603] : INFO : Saving end state to config to file
[2022-04-26 01:13:15 main:608] : INFO : Success, exiting..
01:13:15 (3656): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)