Task 14624592
| Name | ParityModified-1647046289-25030-3-0_1 |
| Workunit | 11574957 |
| Created | 19 Apr 2022, 3:37:53 UTC |
| Sent | 19 Apr 2022, 3:37:56 UTC |
| Report deadline | 27 Apr 2022, 3:37:56 UTC |
| Received | 20 Apr 2022, 4:22:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19547 |
| Run time | 1 hours 57 min 52 sec |
| CPU time | 1 hours 57 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.25 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.18.1</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310589 | val_loss: 0.0311268 | Time: 3444.97 ms
[2022-04-19 22:52:59 main:581] : INFO : Epoch 1539 | loss: 0.0310665 | val_loss: 0.0311279 | Time: 3439.8 ms
[2022-04-19 22:53:02 main:581] : INFO : Epoch 1540 | loss: 0.0310606 | val_loss: 0.0311299 | Time: 3465.56 ms
[2022-04-19 22:53:06 main:581] : INFO : Epoch 1541 | loss: 0.0310608 | val_loss: 0.0311325 | Time: 3450.63 ms
[2022-04-19 22:53:09 main:581] : INFO : Epoch 1542 | loss: 0.0310562 | val_loss: 0.0311328 | Time: 3446.22 ms
[2022-04-19 22:53:13 main:581] : INFO : Epoch 1543 | loss: 0.0310569 | val_loss: 0.0311399 | Time: 3446.07 ms
[2022-04-19 22:53:16 main:581] : INFO : Epoch 1544 | loss: 0.0310606 | val_loss: 0.0311344 | Time: 3445.63 ms
[2022-04-19 22:53:20 main:581] : INFO : Epoch 1545 | loss: 0.031064 | val_loss: 0.031131 | Time: 3448.34 ms
[2022-04-19 22:53:23 main:581] : INFO : Epoch 1546 | loss: 0.0310665 | val_loss: 0.0311373 | Time: 3441.85 ms
[2022-04-19 22:53:26 main:581] : INFO : Epoch 1547 | loss: 0.0310604 | val_loss: 0.0311319 | Time: 3457.94 ms
[2022-04-19 22:53:30 main:581] : INFO : Epoch 1548 | loss: 0.0310593 | val_loss: 0.0311404 | Time: 3467.23 ms
[2022-04-19 22:53:33 main:581] : INFO : Epoch 1549 | loss: 0.0310622 | val_loss: 0.0311313 | Time: 3454.34 ms
[2022-04-19 22:53:37 main:581] : INFO : Epoch 1550 | loss: 0.0310654 | val_loss: 0.0311384 | Time: 3445.47 ms
[2022-04-19 22:53:40 main:581] : INFO : Epoch 1551 | loss: 0.0310673 | val_loss: 0.0311335 | Time: 3445.9 ms
[2022-04-19 22:53:44 main:581] : INFO : Epoch 1552 | loss: 0.0310651 | val_loss: 0.0311331 | Time: 3459.01 ms
[2022-04-19 22:53:47 main:581] : INFO : Epoch 1553 | loss: 0.0310587 | val_loss: 0.0311306 | Time: 3442.56 ms
[2022-04-19 22:53:51 main:581] : INFO : Epoch 1554 | loss: 0.0310576 | val_loss: 0.0311251 | Time: 3451.7 ms
[2022-04-19 22:53:54 main:581] : INFO : Epoch 1555 | loss: 0.0310624 | val_loss: 0.0311227 | Time: 3464.85 ms
[2022-04-19 22:53:58 main:581] : INFO : Epoch 1556 | loss: 0.0310628 | val_loss: 0.031133 | Time: 3439.8 ms
[2022-04-19 22:54:01 main:581] : INFO : Epoch 1557 | loss: 0.0310667 | val_loss: 0.031132 | Time: 3454.17 ms
[2022-04-19 22:54:04 main:581] : INFO : Epoch 1558 | loss: 0.0310626 | val_loss: 0.0311327 | Time: 3449.42 ms
[2022-04-19 22:54:08 main:581] : INFO : Epoch 1559 | loss: 0.0310631 | val_loss: 0.0311249 | Time: 3456.72 ms
[2022-04-19 22:54:11 main:581] : INFO : Epoch 1560 | loss: 0.0310616 | val_loss: 0.0311297 | Time: 3451.39 ms
[2022-04-19 22:54:15 main:581] : INFO : Epoch 1561 | loss: 0.0310651 | val_loss: 0.0311299 | Time: 3456.29 ms
[2022-04-19 22:54:18 main:581] : INFO : Epoch 1562 | loss: 0.0310623 | val_loss: 0.031145 | Time: 3461.48 ms
[2022-04-19 22:54:22 main:581] : INFO : Epoch 1563 | loss: 0.031097 | val_loss: 0.0311218 | Time: 3444.2 ms
[2022-04-19 22:54:25 main:581] : INFO : Epoch 1564 | loss: 0.0310921 | val_loss: 0.0311169 | Time: 3458.54 ms
[2022-04-19 22:54:29 main:581] : INFO : Epoch 1565 | loss: 0.0310835 | val_loss: 0.0311171 | Time: 3445.95 ms
[2022-04-19 22:54:32 main:581] : INFO : Epoch 1566 | loss: 0.0310764 | val_loss: 0.0311311 | Time: 3450 ms
[2022-04-19 22:54:36 main:581] : INFO : Epoch 1567 | loss: 0.0310744 | val_loss: 0.0311177 | Time: 3448.41 ms
[2022-04-19 22:54:39 main:581] : INFO : Epoch 1568 | loss: 0.0310733 | val_loss: 0.0311252 | Time: 3446.11 ms
[2022-04-19 22:54:42 main:581] : INFO : Epoch 1569 | loss: 0.0310701 | val_loss: 0.0311279 | Time: 3461.31 ms
[2022-04-19 22:54:46 main:581] : INFO : Epoch 1570 | loss: 0.0310677 | val_loss: 0.0311209 | Time: 3452 ms
[2022-04-19 22:54:49 main:581] : INFO : Epoch 1571 | loss: 0.031067 | val_loss: 0.0311243 | Time: 3448.22 ms
[2022-04-19 22:54:53 main:581] : INFO : Epoch 1572 | loss: 0.0310655 | val_loss: 0.0311289 | Time: 3448.03 ms
[2022-04-19 22:54:56 main:581] : INFO : Epoch 1573 | loss: 0.0310667 | val_loss: 0.0311243 | Time: 3456.77 ms
[2022-04-19 22:55:00 main:581] : INFO : Epoch 1574 | loss: 0.0310619 | val_loss: 0.0311253 | Time: 3435.65 ms
[2022-04-19 22:55:03 main:581] : INFO : Epoch 1575 | loss: 0.0310624 | val_loss: 0.0311273 | Time: 3453.7 ms
[2022-04-19 22:55:07 main:581] : INFO : Epoch 1576 | loss: 0.0310615 | val_loss: 0.0311232 | Time: 3462.73 ms
[2022-04-19 22:55:10 main:581] : INFO : Epoch 1577 | loss: 0.0310629 | val_loss: 0.0311233 | Time: 3442.11 ms
[2022-04-19 22:55:13 main:581] : INFO : Epoch 1578 | loss: 0.0310705 | val_loss: 0.0311267 | Time: 3451.17 ms
[2022-04-19 22:55:17 main:581] : INFO : Epoch 1579 | loss: 0.0310673 | val_loss: 0.0311258 | Time: 3455.62 ms
[2022-04-19 22:55:20 main:581] : INFO : Epoch 1580 | loss: 0.0310654 | val_loss: 0.0311321 | Time: 3442.56 ms
[2022-04-19 22:55:24 main:581] : INFO : Epoch 1581 | loss: 0.0310624 | val_loss: 0.0311298 | Time: 3441.42 ms
[2022-04-19 22:55:27 main:581] : INFO : Epoch 1582 | loss: 0.0310654 | val_loss: 0.0311376 | Time: 3461.04 ms
[2022-04-19 22:55:31 main:581] : INFO : Epoch 1583 | loss: 0.0310735 | val_loss: 0.0311396 | Time: 3457.02 ms
[2022-04-19 22:55:34 main:581] : INFO : Epoch 1584 | loss: 0.0310645 | val_loss: 0.0311287 | Time: 3449.7 ms
[2022-04-19 22:55:38 main:581] : INFO : Epoch 1585 | loss: 0.0310641 | val_loss: 0.0311274 | Time: 3454.45 ms
[2022-04-19 22:55:41 main:581] : INFO : Epoch 1586 | loss: 0.0310617 | val_loss: 0.0311285 | Time: 3443.37 ms
[2022-04-19 22:55:45 main:581] : INFO : Epoch 1587 | loss: 0.0310617 | val_loss: 0.0311335 | Time: 3454.66 ms
[2022-04-19 22:55:48 main:581] : INFO : Epoch 1588 | loss: 0.0310611 | val_loss: 0.031136 | Time: 3446.91 ms
[2022-04-19 22:55:51 main:581] : INFO : Epoch 1589 | loss: 0.0310729 | val_loss: 0.031129 | Time: 3447.74 ms
[2022-04-19 22:55:55 main:581] : INFO : Epoch 1590 | loss: 0.0310648 | val_loss: 0.0311195 | Time: 3459.83 ms
[2022-04-19 22:55:58 main:581] : INFO : Epoch 1591 | loss: 0.0310613 | val_loss: 0.0311335 | Time: 3451.19 ms
[2022-04-19 22:56:02 main:581] : INFO : Epoch 1592 | loss: 0.0310573 | val_loss: 0.0311465 | Time: 3446.56 ms
[2022-04-19 22:56:05 main:581] : INFO : Epoch 1593 | loss: 0.0310715 | val_loss: 0.0311247 | Time: 3448.16 ms
[2022-04-19 22:56:09 main:581] : INFO : Epoch 1594 | loss: 0.0310712 | val_loss: 0.0311358 | Time: 3453.98 ms
[2022-04-19 22:56:12 main:581] : INFO : Epoch 1595 | loss: 0.0310645 | val_loss: 0.0311238 | Time: 3440.78 ms
[2022-04-19 22:56:16 main:581] : INFO : Epoch 1596 | loss: 0.0310621 | val_loss: 0.0311321 | Time: 3451.04 ms
[2022-04-19 22:56:19 main:581] : INFO : Epoch 1597 | loss: 0.0310586 | val_loss: 0.0311277 | Time: 3459.03 ms
[2022-04-19 22:56:23 main:581] : INFO : Epoch 1598 | loss: 0.0310567 | val_loss: 0.0311311 | Time: 3447.86 ms
[2022-04-19 22:56:26 main:581] : INFO : Epoch 1599 | loss: 0.0310582 | val_loss: 0.0311345 | Time: 3446.09 ms
[2022-04-19 22:56:29 main:581] : INFO : Epoch 1600 | loss: 0.0310588 | val_loss: 0.0311307 | Time: 3461.51 ms
[2022-04-19 22:56:33 main:581] : INFO : Epoch 1601 | loss: 0.0310564 | val_loss: 0.0311306 | Time: 3456.37 ms
[2022-04-19 22:56:36 main:581] : INFO : Epoch 1602 | loss: 0.0310612 | val_loss: 0.0311312 | Time: 3448.14 ms
[2022-04-19 22:56:40 main:581] : INFO : Epoch 1603 | loss: 0.0310621 | val_loss: 0.0311262 | Time: 3456.43 ms
[2022-04-19 22:56:43 main:581] : INFO : Epoch 1604 | loss: 0.0310675 | val_loss: 0.0311269 | Time: 3453.06 ms
[2022-04-19 22:56:47 main:581] : INFO : Epoch 1605 | loss: 0.0310611 | val_loss: 0.0311271 | Time: 3446.39 ms
[2022-04-19 22:56:50 main:581] : INFO : Epoch 1606 | loss: 0.0310596 | val_loss: 0.0311238 | Time: 3453.82 ms
[2022-04-19 22:56:54 main:581] : INFO : Epoch 1607 | loss: 0.0310575 | val_loss: 0.0311313 | Time: 3445.36 ms
[2022-04-19 22:56:57 main:581] : INFO : Epoch 1608 | loss: 0.031059 | val_loss: 0.0311284 | Time: 3450.56 ms
[2022-04-19 22:57:00 main:581] : INFO : Epoch 1609 | loss: 0.0310593 | val_loss: 0.0311309 | Time: 3449.12 ms
[2022-04-19 22:57:04 main:581] : INFO : Epoch 1610 | loss: 0.0310587 | val_loss: 0.0311315 | Time: 3450.28 ms
[2022-04-19 22:57:07 main:581] : INFO : Epoch 1611 | loss: 0.0310564 | val_loss: 0.0311276 | Time: 3464.85 ms
[2022-04-19 22:57:11 main:581] : INFO : Epoch 1612 | loss: 0.0310584 | val_loss: 0.0311301 | Time: 3457.3 ms
[2022-04-19 22:57:14 main:581] : INFO : Epoch 1613 | loss: 0.0310609 | val_loss: 0.0311273 | Time: 3450.45 ms
[2022-04-19 22:57:18 main:581] : INFO : Epoch 1614 | loss: 0.0310616 | val_loss: 0.0311267 | Time: 3451.9 ms
[2022-04-19 22:57:21 main:581] : INFO : Epoch 1615 | loss: 0.0310605 | val_loss: 0.0311307 | Time: 3454.88 ms
[2022-04-19 22:57:25 main:581] : INFO : Epoch 1616 | loss: 0.0310639 | val_loss: 0.0311342 | Time: 3434.92 ms
[2022-04-19 22:57:28 main:581] : INFO : Epoch 1617 | loss: 0.0310628 | val_loss: 0.031125 | Time: 3450.68 ms
[2022-04-19 22:57:32 main:581] : INFO : Epoch 1618 | loss: 0.0310666 | val_loss: 0.0311287 | Time: 3460.65 ms
[2022-04-19 22:57:35 main:581] : INFO : Epoch 1619 | loss: 0.0310641 | val_loss: 0.0311249 | Time: 3445.47 ms
[2022-04-19 22:57:38 main:581] : INFO : Epoch 1620 | loss: 0.0310621 | val_loss: 0.0311304 | Time: 3456.91 ms
[2022-04-19 22:57:42 main:581] : INFO : Epoch 1621 | loss: 0.0310595 | val_loss: 0.0311334 | Time: 3449.16 ms
[2022-04-19 22:57:45 main:581] : INFO : Epoch 1622 | loss: 0.0310572 | val_loss: 0.0311266 | Time: 3454.21 ms
[2022-04-19 22:57:49 main:581] : INFO : Epoch 1623 | loss: 0.0310593 | val_loss: 0.0311395 | Time: 3447.89 ms
[2022-04-19 22:57:52 main:581] : INFO : Epoch 1624 | loss: 0.0310619 | val_loss: 0.0311345 | Time: 3458.11 ms
[2022-04-19 22:57:56 main:581] : INFO : Epoch 1625 | loss: 0.0310644 | val_loss: 0.0311352 | Time: 3452.55 ms
[2022-04-19 22:57:59 main:581] : INFO : Epoch 1626 | loss: 0.031068 | val_loss: 0.0311275 | Time: 3443.95 ms
[2022-04-19 22:58:03 main:581] : INFO : Epoch 1627 | loss: 0.0310651 | val_loss: 0.0311308 | Time: 3449.74 ms
[2022-04-19 22:58:06 main:581] : INFO : Epoch 1628 | loss: 0.0310776 | val_loss: 0.0311285 | Time: 3442.99 ms
[2022-04-19 22:58:10 main:581] : INFO : Epoch 1629 | loss: 0.0310734 | val_loss: 0.0311228 | Time: 3453.94 ms
[2022-04-19 22:58:13 main:581] : INFO : Epoch 1630 | loss: 0.0310634 | val_loss: 0.0311219 | Time: 3447.12 ms
[2022-04-19 22:58:16 main:581] : INFO : Epoch 1631 | loss: 0.0310602 | val_loss: 0.0311244 | Time: 3446.64 ms
[2022-04-19 22:58:20 main:581] : INFO : Epoch 1632 | loss: 0.0310569 | val_loss: 0.0311351 | Time: 3464.58 ms
[2022-04-19 22:58:23 main:581] : INFO : Epoch 1633 | loss: 0.0310617 | val_loss: 0.0311271 | Time: 3452.73 ms
[2022-04-19 22:58:27 main:581] : INFO : Epoch 1634 | loss: 0.0310587 | val_loss: 0.0311198 | Time: 3447.87 ms
[2022-04-19 22:58:30 main:581] : INFO : Epoch 1635 | loss: 0.0310577 | val_loss: 0.0311186 | Time: 3451.6 ms
[2022-04-19 22:58:34 main:581] : INFO : Epoch 1636 | loss: 0.0310607 | val_loss: 0.031121 | Time: 3458.24 ms
[2022-04-19 22:58:37 main:581] : INFO : Epoch 1637 | loss: 0.031063 | val_loss: 0.0311227 | Time: 3444.81 ms
[2022-04-19 22:58:41 main:581] : INFO : Epoch 1638 | loss: 0.0310606 | val_loss: 0.031117 | Time: 3450.74 ms
[2022-04-19 22:58:44 main:581] : INFO : Epoch 1639 | loss: 0.0310567 | val_loss: 0.0311271 | Time: 3454.33 ms
[2022-04-19 22:58:47 main:581] : INFO : Epoch 1640 | loss: 0.0310543 | val_loss: 0.03113 | Time: 3445.6 ms
[2022-04-19 22:58:51 main:581] : INFO : Epoch 1641 | loss: 0.0310516 | val_loss: 0.0311172 | Time: 3458.76 ms
[2022-04-19 22:58:54 main:581] : INFO : Epoch 1642 | loss: 0.031052 | val_loss: 0.0311313 | Time: 3455.04 ms
[2022-04-19 22:58:58 main:581] : INFO : Epoch 1643 | loss: 0.0310487 | val_loss: 0.0311242 | Time: 3454.04 ms
[2022-04-19 22:59:01 main:581] : INFO : Epoch 1644 | loss: 0.0310563 | val_loss: 0.0311275 | Time: 3444.41 ms
[2022-04-19 22:59:05 main:581] : INFO : Epoch 1645 | loss: 0.0310579 | val_loss: 0.0311352 | Time: 3455.75 ms
[2022-04-19 22:59:08 main:581] : INFO : Epoch 1646 | loss: 0.0310551 | val_loss: 0.0311329 | Time: 3452.45 ms
[2022-04-19 22:59:12 main:581] : INFO : Epoch 1647 | loss: 0.0310607 | val_loss: 0.0311299 | Time: 3442.17 ms
[2022-04-19 22:59:15 main:581] : INFO : Epoch 1648 | loss: 0.0311001 | val_loss: 0.0311218 | Time: 3456.32 ms
[2022-04-19 22:59:19 main:581] : INFO : Epoch 1649 | loss: 0.031102 | val_loss: 0.0311237 | Time: 3445.8 ms
[2022-04-19 22:59:22 main:581] : INFO : Epoch 1650 | loss: 0.0310903 | val_loss: 0.0311213 | Time: 3455.18 ms
[2022-04-19 22:59:25 main:581] : INFO : Epoch 1651 | loss: 0.0310792 | val_loss: 0.0311222 | Time: 3453.04 ms
[2022-04-19 22:59:29 main:581] : INFO : Epoch 1652 | loss: 0.0310751 | val_loss: 0.0311235 | Time: 3450.39 ms
[2022-04-19 22:59:32 main:581] : INFO : Epoch 1653 | loss: 0.0310693 | val_loss: 0.031123 | Time: 3462.97 ms
[2022-04-19 22:59:36 main:581] : INFO : Epoch 1654 | loss: 0.0310647 | val_loss: 0.0311337 | Time: 3454.55 ms
[2022-04-19 22:59:39 main:581] : INFO : Epoch 1655 | loss: 0.0310738 | val_loss: 0.0311333 | Time: 3443.39 ms
[2022-04-19 22:59:43 main:581] : INFO : Epoch 1656 | loss: 0.0311033 | val_loss: 0.0311316 | Time: 3444.14 ms
[2022-04-19 22:59:46 main:581] : INFO : Epoch 1657 | loss: 0.0311181 | val_loss: 0.0311305 | Time: 3450.18 ms
[2022-04-19 22:59:50 main:581] : INFO : Epoch 1658 | loss: 0.031107 | val_loss: 0.0311254 | Time: 3437.58 ms
[2022-04-19 22:59:53 main:581] : INFO : Epoch 1659 | loss: 0.0310963 | val_loss: 0.0311112 | Time: 3455.53 ms
[2022-04-19 22:59:57 main:581] : INFO : Epoch 1660 | loss: 0.0310932 | val_loss: 0.0311119 | Time: 3462.14 ms
[2022-04-19 23:00:00 main:581] : INFO : Epoch 1661 | loss: 0.0310891 | val_loss: 0.0311141 | Time: 3444.05 ms
[2022-04-19 23:00:03 main:581] : INFO : Epoch 1662 | loss: 0.0310859 | val_loss: 0.0311139 | Time: 3452.01 ms
[2022-04-19 23:00:07 main:581] : INFO : Epoch 1663 | loss: 0.0310811 | val_loss: 0.0311138 | Time: 3461.11 ms
[2022-04-19 23:00:10 main:581] : INFO : Epoch 1664 | loss: 0.0310791 | val_loss: 0.0311132 | Time: 3457.24 ms
[2022-04-19 23:00:14 main:581] : INFO : Epoch 1665 | loss: 0.0310782 | val_loss: 0.031118 | Time: 3446.82 ms
[2022-04-19 23:00:17 main:581] : INFO : Epoch 1666 | loss: 0.0310745 | val_loss: 0.0311181 | Time: 3456.93 ms
[2022-04-19 23:00:21 main:581] : INFO : Epoch 1667 | loss: 0.0310719 | val_loss: 0.0311217 | Time: 3458.03 ms
[2022-04-19 23:00:24 main:581] : INFO : Epoch 1668 | loss: 0.0310693 | val_loss: 0.0311165 | Time: 3446.44 ms
[2022-04-19 23:00:28 main:581] : INFO : Epoch 1669 | loss: 0.0310698 | val_loss: 0.0311274 | Time: 3447.04 ms
[2022-04-19 23:00:31 main:581] : INFO : Epoch 1670 | loss: 0.0310641 | val_loss: 0.0311196 | Time: 3439.23 ms
[2022-04-19 23:00:34 main:581] : INFO : Epoch 1671 | loss: 0.0310629 | val_loss: 0.031117 | Time: 3455.73 ms
[2022-04-19 23:00:38 main:581] : INFO : Epoch 1672 | loss: 0.0310639 | val_loss: 0.0311198 | Time: 3453.69 ms
[2022-04-19 23:00:41 main:581] : INFO : Epoch 1673 | loss: 0.0310664 | val_loss: 0.0311256 | Time: 3451.55 ms
[2022-04-19 23:00:45 main:581] : INFO : Epoch 1674 | loss: 0.0310631 | val_loss: 0.031129 | Time: 3455.17 ms
[2022-04-19 23:00:48 main:581] : INFO : Epoch 1675 | loss: 0.0310647 | val_loss: 0.0311282 | Time: 3457.02 ms
[2022-04-19 23:00:52 main:581] : INFO : Epoch 1676 | loss: 0.0310646 | val_loss: 0.0311175 | Time: 3447.7 ms
[2022-04-19 23:00:55 main:581] : INFO : Epoch 1677 | loss: 0.0310639 | val_loss: 0.0311246 | Time: 3442.5 ms
[2022-04-19 23:00:59 main:581] : INFO : Epoch 1678 | loss: 0.0310713 | val_loss: 0.0311245 | Time: 3455.78 ms
[2022-04-19 23:01:02 main:581] : INFO : Epoch 1679 | loss: 0.031107 | val_loss: 0.031127 | Time: 3440.42 ms
[2022-04-19 23:01:06 main:581] : INFO : Epoch 1680 | loss: 0.031102 | val_loss: 0.0311171 | Time: 3451.02 ms
[2022-04-19 23:01:09 main:581] : INFO : Epoch 1681 | loss: 0.0310936 | val_loss: 0.0311165 | Time: 3460.72 ms
[2022-04-19 23:01:12 main:581] : INFO : Epoch 1682 | loss: 0.0310861 | val_loss: 0.0311123 | Time: 3445.93 ms
[2022-04-19 23:01:16 main:581] : INFO : Epoch 1683 | loss: 0.0310827 | val_loss: 0.0311183 | Time: 3449.98 ms
[2022-04-19 23:01:19 main:581] : INFO : Epoch 1684 | loss: 0.0310786 | val_loss: 0.0311158 | Time: 3456.34 ms
[2022-04-19 23:01:23 main:581] : INFO : Epoch 1685 | loss: 0.0310734 | val_loss: 0.0311222 | Time: 3455.79 ms
[2022-04-19 23:01:26 main:581] : INFO : Epoch 1686 | loss: 0.0310735 | val_loss: 0.0311164 | Time: 3444.64 ms
[2022-04-19 23:01:30 main:581] : INFO : Epoch 1687 | loss: 0.031071 | val_loss: 0.0311268 | Time: 3454.88 ms
[2022-04-19 23:01:33 main:581] : INFO : Epoch 1688 | loss: 0.031074 | val_loss: 0.0311319 | Time: 3455.3 ms
[2022-04-19 23:01:37 main:581] : INFO : Epoch 1689 | loss: 0.0310699 | val_loss: 0.0311172 | Time: 3447.21 ms
[2022-04-19 23:01:40 main:581] : INFO : Epoch 1690 | loss: 0.031065 | val_loss: 0.0311243 | Time: 3455.08 ms
[2022-04-19 23:01:44 main:581] : INFO : Epoch 1691 | loss: 0.031064 | val_loss: 0.0311236 | Time: 3449.99 ms
[2022-04-19 23:01:47 main:581] : INFO : Epoch 1692 | loss: 0.0310637 | val_loss: 0.0311225 | Time: 3454.96 ms
[2022-04-19 23:01:50 main:581] : INFO : Epoch 1693 | loss: 0.0310599 | val_loss: 0.0311197 | Time: 3453.63 ms
[2022-04-19 23:01:54 main:581] : INFO : Epoch 1694 | loss: 0.0310607 | val_loss: 0.0311261 | Time: 3445.73 ms
[2022-04-19 23:01:57 main:581] : INFO : Epoch 1695 | loss: 0.0310614 | val_loss: 0.0311277 | Time: 3463.39 ms
[2022-04-19 23:02:01 main:581] : INFO : Epoch 1696 | loss: 0.0310603 | val_loss: 0.0311226 | Time: 3453.08 ms
[2022-04-19 23:02:04 main:581] : INFO : Epoch 1697 | loss: 0.0310561 | val_loss: 0.0311175 | Time: 3443.51 ms
[2022-04-19 23:02:08 main:581] : INFO : Epoch 1698 | loss: 0.0310561 | val_loss: 0.0311175 | Time: 3445.42 ms
[2022-04-19 23:02:11 main:581] : INFO : Epoch 1699 | loss: 0.0310606 | val_loss: 0.0311188 | Time: 3454.32 ms
[2022-04-19 23:02:15 main:581] : INFO : Epoch 1700 | loss: 0.0310643 | val_loss: 0.0311161 | Time: 3437.67 ms
[2022-04-19 23:02:18 main:581] : INFO : Epoch 1701 | loss: 0.031061 | val_loss: 0.0311224 | Time: 3452.98 ms
[2022-04-19 23:02:21 main:581] : INFO : Epoch 1702 | loss: 0.0310587 | val_loss: 0.0311193 | Time: 3459.93 ms
[2022-04-19 23:02:25 main:581] : INFO : Epoch 1703 | loss: 0.0310605 | val_loss: 0.0311285 | Time: 3442.74 ms
[2022-04-19 23:02:28 main:581] : INFO : Epoch 1704 | loss: 0.0310579 | val_loss: 0.0311227 | Time: 3445.56 ms
[2022-04-19 23:02:32 main:581] : INFO : Epoch 1705 | loss: 0.0310653 | val_loss: 0.0311267 | Time: 3459.24 ms
[2022-04-19 23:02:35 main:581] : INFO : Epoch 1706 | loss: 0.0310673 | val_loss: 0.0311231 | Time: 3451.17 ms
[2022-04-19 23:02:39 main:581] : INFO : Epoch 1707 | loss: 0.0310607 | val_loss: 0.0311299 | Time: 3446.89 ms
[2022-04-19 23:02:42 main:581] : INFO : Epoch 1708 | loss: 0.0310696 | val_loss: 0.0311296 | Time: 3453.63 ms
[2022-04-19 23:02:46 main:581] : INFO : Epoch 1709 | loss: 0.0310639 | val_loss: 0.0311277 | Time: 3457.13 ms
[2022-04-19 23:02:49 main:581] : INFO : Epoch 1710 | loss: 0.0310579 | val_loss: 0.0311224 | Time: 3451.86 ms
[2022-04-19 23:02:53 main:581] : INFO : Epoch 1711 | loss: 0.0310577 | val_loss: 0.0311277 | Time: 3451.26 ms
[2022-04-19 23:02:56 main:581] : INFO : Epoch 1712 | loss: 0.0310658 | val_loss: 0.0311159 | Time: 3445.2 ms
[2022-04-19 23:02:59 main:581] : INFO : Epoch 1713 | loss: 0.031068 | val_loss: 0.0311165 | Time: 3452.21 ms
[2022-04-19 23:03:03 main:581] : INFO : Epoch 1714 | loss: 0.0310646 | val_loss: 0.0311186 | Time: 3452.62 ms
[2022-04-19 23:03:06 main:581] : INFO : Epoch 1715 | loss: 0.0310634 | val_loss: 0.0311296 | Time: 3452.01 ms
[2022-04-19 23:03:10 main:581] : INFO : Epoch 1716 | loss: 0.0310651 | val_loss: 0.031124 | Time: 3461.54 ms
[2022-04-19 23:03:13 main:581] : INFO : Epoch 1717 | loss: 0.0310625 | val_loss: 0.031125 | Time: 3447.69 ms
[2022-04-19 23:03:17 main:581] : INFO : Epoch 1718 | loss: 0.0310638 | val_loss: 0.0311155 | Time: 3441.42 ms
[2022-04-19 23:03:20 main:581] : INFO : Epoch 1719 | loss: 0.0310596 | val_loss: 0.0311277 | Time: 3445.97 ms
[2022-04-19 23:03:24 main:581] : INFO : Epoch 1720 | loss: 0.0310603 | val_loss: 0.0311249 | Time: 3448.46 ms
[2022-04-19 23:03:27 main:581] : INFO : Epoch 1721 | loss: 0.0310573 | val_loss: 0.0311278 | Time: 3438.38 ms
[2022-04-19 23:03:30 main:581] : INFO : Epoch 1722 | loss: 0.0310612 | val_loss: 0.0311362 | Time: 3453.63 ms
[2022-04-19 23:03:34 main:581] : INFO : Epoch 1723 | loss: 0.0310699 | val_loss: 0.0311256 | Time: 3465.91 ms
[2022-04-19 23:03:37 main:581] : INFO : Epoch 1724 | loss: 0.0310606 | val_loss: 0.0311153 | Time: 3441.78 ms
[2022-04-19 23:03:41 main:581] : INFO : Epoch 1725 | loss: 0.0310617 | val_loss: 0.0311238 | Time: 3453.58 ms
[2022-04-19 23:03:44 main:581] : INFO : Epoch 1726 | loss: 0.0310596 | val_loss: 0.0311238 | Time: 3458.1 ms
[2022-04-19 23:03:48 main:581] : INFO : Epoch 1727 | loss: 0.0310659 | val_loss: 0.0311183 | Time: 3451.73 ms
[2022-04-19 23:03:51 main:581] : INFO : Epoch 1728 | loss: 0.0310683 | val_loss: 0.0311266 | Time: 3447.44 ms
[2022-04-19 23:03:55 main:581] : INFO : Epoch 1729 | loss: 0.0310705 | val_loss: 0.031127 | Time: 3454.28 ms
[2022-04-19 23:03:58 main:581] : INFO : Epoch 1730 | loss: 0.0310676 | val_loss: 0.031131 | Time: 3454.37 ms
[2022-04-19 23:04:02 main:581] : INFO : Epoch 1731 | loss: 0.0310898 | val_loss: 0.0311187 | Time: 3448.6 ms
[2022-04-19 23:04:05 main:581] : INFO : Epoch 1732 | loss: 0.031088 | val_loss: 0.0311124 | Time: 3453.57 ms
[2022-04-19 23:04:08 main:581] : INFO : Epoch 1733 | loss: 0.0310792 | val_loss: 0.0311186 | Time: 3440.98 ms
[2022-04-19 23:04:12 main:581] : INFO : Epoch 1734 | loss: 0.0310726 | val_loss: 0.031118 | Time: 3457.18 ms
[2022-04-19 23:04:15 main:581] : INFO : Epoch 1735 | loss: 0.0310712 | val_loss: 0.0311177 | Time: 3451.28 ms
[2022-04-19 23:04:19 main:581] : INFO : Epoch 1736 | loss: 0.0310672 | val_loss: 0.0311155 | Time: 3450.58 ms
[2022-04-19 23:04:22 main:581] : INFO : Epoch 1737 | loss: 0.031069 | val_loss: 0.0311117 | Time: 3459.4 ms
[2022-04-19 23:04:26 main:581] : INFO : Epoch 1738 | loss: 0.0310631 | val_loss: 0.0311209 | Time: 3455.5 ms
[2022-04-19 23:04:29 main:581] : INFO : Epoch 1739 | loss: 0.0310605 | val_loss: 0.0311237 | Time: 3444.68 ms
[2022-04-19 23:04:33 main:581] : INFO : Epoch 1740 | loss: 0.0310598 | val_loss: 0.03112 | Time: 3445.85 ms
[2022-04-19 23:04:36 main:581] : INFO : Epoch 1741 | loss: 0.03106 | val_loss: 0.0311183 | Time: 3458 ms
[2022-04-19 23:04:40 main:581] : INFO : Epoch 1742 | loss: 0.031064 | val_loss: 0.0311151 | Time: 3433.83 ms
[2022-04-19 23:04:43 main:581] : INFO : Epoch 1743 | loss: 0.0310636 | val_loss: 0.0311252 | Time: 3453.49 ms
[2022-04-19 23:04:46 main:581] : INFO : Epoch 1744 | loss: 0.0310566 | val_loss: 0.0311317 | Time: 3461.09 ms
[2022-04-19 23:04:50 main:581] : INFO : Epoch 1745 | loss: 0.0310725 | val_loss: 0.0311205 | Time: 3443.32 ms
[2022-04-19 23:04:53 main:581] : INFO : Epoch 1746 | loss: 0.0310695 | val_loss: 0.0311202 | Time: 3448.4 ms
[2022-04-19 23:04:57 main:581] : INFO : Epoch 1747 | loss: 0.031064 | val_loss: 0.0311223 | Time: 3445.78 ms
[2022-04-19 23:05:00 main:581] : INFO : Epoch 1748 | loss: 0.0310595 | val_loss: 0.0311165 | Time: 3452.15 ms
[2022-04-19 23:05:04 main:581] : INFO : Epoch 1749 | loss: 0.0310565 | val_loss: 0.0311183 | Time: 3445.06 ms
[2022-04-19 23:05:07 main:581] : INFO : Epoch 1750 | loss: 0.0310562 | val_loss: 0.0311215 | Time: 3449.58 ms
[2022-04-19 23:05:11 main:581] : INFO : Epoch 1751 | loss: 0.0310574 | val_loss: 0.0311139 | Time: 3456.07 ms
[2022-04-19 23:05:14 main:581] : INFO : Epoch 1752 | loss: 0.031054 | val_loss: 0.0311262 | Time: 3446.26 ms
[2022-04-19 23:05:17 main:581] : INFO : Epoch 1753 | loss: 0.0310569 | val_loss: 0.0311241 | Time: 3450.42 ms
[2022-04-19 23:05:21 main:581] : INFO : Epoch 1754 | loss: 0.0310563 | val_loss: 0.0311252 | Time: 3444.74 ms
[2022-04-19 23:05:24 main:581] : INFO : Epoch 1755 | loss: 0.0310584 | val_loss: 0.0311106 | Time: 3449.26 ms
[2022-04-19 23:05:28 main:581] : INFO : Epoch 1756 | loss: 0.0310553 | val_loss: 0.0311251 | Time: 3455.6 ms
[2022-04-19 23:05:31 main:581] : INFO : Epoch 1757 | loss: 0.0310523 | val_loss: 0.0311375 | Time: 3452.35 ms
[2022-04-19 23:05:35 main:581] : INFO : Epoch 1758 | loss: 0.0310592 | val_loss: 0.0311213 | Time: 3455.56 ms
[2022-04-19 23:05:38 main:581] : INFO : Epoch 1759 | loss: 0.0310533 | val_loss: 0.031121 | Time: 3446.22 ms
[2022-04-19 23:05:42 main:581] : INFO : Epoch 1760 | loss: 0.0310615 | val_loss: 0.0311263 | Time: 3445.33 ms
[2022-04-19 23:05:45 main:581] : INFO : Epoch 1761 | loss: 0.0310727 | val_loss: 0.0311181 | Time: 3452.43 ms
[2022-04-19 23:05:49 main:581] : INFO : Epoch 1762 | loss: 0.0310755 | val_loss: 0.0311148 | Time: 3452.66 ms
[2022-04-19 23:05:52 main:581] : INFO : Epoch 1763 | loss: 0.0310698 | val_loss: 0.0311336 | Time: 3440.46 ms
[2022-04-19 23:05:55 main:581] : INFO : Epoch 1764 | loss: 0.031067 | val_loss: 0.0311207 | Time: 3455.46 ms
[2022-04-19 23:05:59 main:581] : INFO : Epoch 1765 | loss: 0.0310594 | val_loss: 0.0311207 | Time: 3465.2 ms
[2022-04-19 23:06:02 main:581] : INFO : Epoch 1766 | loss: 0.0310543 | val_loss: 0.0311234 | Time: 3443.84 ms
[2022-04-19 23:06:06 main:581] : INFO : Epoch 1767 | loss: 0.0310523 | val_loss: 0.0311189 | Time: 3449.16 ms
[2022-04-19 23:06:09 main:581] : INFO : Epoch 1768 | loss: 0.03106 | val_loss: 0.0311376 | Time: 3453 ms
[2022-04-19 23:06:13 main:581] : INFO : Epoch 1769 | loss: 0.031087 | val_loss: 0.0311163 | Time: 3445.25 ms
[2022-04-19 23:06:16 main:581] : INFO : Epoch 1770 | loss: 0.0310755 | val_loss: 0.0311217 | Time: 3445.21 ms
[2022-04-19 23:06:20 main:581] : INFO : Epoch 1771 | loss: 0.0310723 | val_loss: 0.0311148 | Time: 3449.82 ms
[2022-04-19 23:06:23 main:581] : INFO : Epoch 1772 | loss: 0.0310711 | val_loss: 0.0311225 | Time: 3452.77 ms
[2022-04-19 23:06:26 main:581] : INFO : Epoch 1773 | loss: 0.0310637 | val_loss: 0.0311213 | Time: 3451.54 ms
[2022-04-19 23:06:30 main:581] : INFO : Epoch 1774 | loss: 0.0310611 | val_loss: 0.0311288 | Time: 3462.09 ms
[2022-04-19 23:06:33 main:581] : INFO : Epoch 1775 | loss: 0.0310604 | val_loss: 0.0311206 | Time: 3449.12 ms
[2022-04-19 23:06:37 main:581] : INFO : Epoch 1776 | loss: 0.0310601 | val_loss: 0.0311255 | Time: 3456.37 ms
[2022-04-19 23:06:40 main:581] : INFO : Epoch 1777 | loss: 0.0310789 | val_loss: 0.0311229 | Time: 3450.13 ms
[2022-04-19 23:06:44 main:581] : INFO : Epoch 1778 | loss: 0.0310701 | val_loss: 0.0311254 | Time: 3442.14 ms
[2022-04-19 23:06:47 main:581] : INFO : Epoch 1779 | loss: 0.0310606 | val_loss: 0.0311224 | Time: 3454.29 ms
[2022-04-19 23:06:51 main:581] : INFO : Epoch 1780 | loss: 0.0310559 | val_loss: 0.0311193 | Time: 3450.92 ms
[2022-04-19 23:06:54 main:581] : INFO : Epoch 1781 | loss: 0.0310546 | val_loss: 0.0311218 | Time: 3442.46 ms
[2022-04-19 23:06:58 main:581] : INFO : Epoch 1782 | loss: 0.0310546 | val_loss: 0.0311197 | Time: 3450.59 ms
[2022-04-19 23:07:01 main:581] : INFO : Epoch 1783 | loss: 0.0310521 | val_loss: 0.0311268 | Time: 3460.19 ms
[2022-04-19 23:07:04 main:581] : INFO : Epoch 1784 | loss: 0.0310557 | val_loss: 0.0311255 | Time: 3442.35 ms
[2022-04-19 23:07:08 main:581] : INFO : Epoch 1785 | loss: 0.0310584 | val_loss: 0.0311192 | Time: 3454.96 ms
[2022-04-19 23:07:11 main:581] : INFO : Epoch 1786 | loss: 0.031054 | val_loss: 0.0311205 | Time: 3466.37 ms
[2022-04-19 23:07:15 main:581] : INFO : Epoch 1787 | loss: 0.0310522 | val_loss: 0.0311267 | Time: 3443.52 ms
[2022-04-19 23:07:18 main:581] : INFO : Epoch 1788 | loss: 0.0310625 | val_loss: 0.0311112 | Time: 3451.21 ms
[2022-04-19 23:07:22 main:581] : INFO : Epoch 1789 | loss: 0.0310626 | val_loss: 0.0311215 | Time: 3453.94 ms
[2022-04-19 23:07:25 main:581] : INFO : Epoch 1790 | loss: 0.0310586 | val_loss: 0.0311081 | Time: 3447.75 ms
[2022-04-19 23:07:29 main:581] : INFO : Epoch 1791 | loss: 0.0310556 | val_loss: 0.0311259 | Time: 3447.37 ms
[2022-04-19 23:07:32 main:581] : INFO : Epoch 1792 | loss: 0.0310568 | val_loss: 0.0311173 | Time: 3461.42 ms
[2022-04-19 23:07:36 main:581] : INFO : Epoch 1793 | loss: 0.0310542 | val_loss: 0.0311177 | Time: 3455.28 ms
[2022-04-19 23:07:39 main:581] : INFO : Epoch 1794 | loss: 0.0310515 | val_loss: 0.0311346 | Time: 3450.77 ms
[2022-04-19 23:07:42 main:581] : INFO : Epoch 1795 | loss: 0.031051 | val_loss: 0.0311268 | Time: 3456.26 ms
[2022-04-19 23:07:46 main:581] : INFO : Epoch 1796 | loss: 0.0310583 | val_loss: 0.0311163 | Time: 3448.34 ms
[2022-04-19 23:07:49 main:581] : INFO : Epoch 1797 | loss: 0.0310526 | val_loss: 0.0311326 | Time: 3453.59 ms
[2022-04-19 23:07:53 main:581] : INFO : Epoch 1798 | loss: 0.0310483 | val_loss: 0.0311204 | Time: 3449.75 ms
[2022-04-19 23:07:56 main:581] : INFO : Epoch 1799 | loss: 0.0310446 | val_loss: 0.0311391 | Time: 3445.55 ms
[2022-04-19 23:08:00 main:581] : INFO : Epoch 1800 | loss: 0.0310472 | val_loss: 0.0311243 | Time: 3460.53 ms
[2022-04-19 23:08:03 main:581] : INFO : Epoch 1801 | loss: 0.031047 | val_loss: 0.0311328 | Time: 3449.21 ms
[2022-04-19 23:08:07 main:581] : INFO : Epoch 1802 | loss: 0.0310487 | val_loss: 0.0311374 | Time: 3443.49 ms
[2022-04-19 23:08:10 main:581] : INFO : Epoch 1803 | loss: 0.0310519 | val_loss: 0.0311408 | Time: 3449.42 ms
[2022-04-19 23:08:13 main:581] : INFO : Epoch 1804 | loss: 0.0310496 | val_loss: 0.0311277 | Time: 3454.02 ms
[2022-04-19 23:08:17 main:581] : INFO : Epoch 1805 | loss: 0.0310478 | val_loss: 0.0311305 | Time: 3446.4 ms
[2022-04-19 23:08:20 main:581] : INFO : Epoch 1806 | loss: 0.0310451 | val_loss: 0.0311256 | Time: 3456.59 ms
[2022-04-19 23:08:24 main:581] : INFO : Epoch 1807 | loss: 0.0310444 | val_loss: 0.0311295 | Time: 3467.73 ms
[2022-04-19 23:08:27 main:581] : INFO : Epoch 1808 | loss: 0.0310496 | val_loss: 0.0311238 | Time: 3443.75 ms
[2022-04-19 23:08:31 main:581] : INFO : Epoch 1809 | loss: 0.0310501 | val_loss: 0.03114 | Time: 3445.14 ms
[2022-04-19 23:08:34 main:581] : INFO : Epoch 1810 | loss: 0.0310557 | val_loss: 0.0311251 | Time: 3453.06 ms
[2022-04-19 23:08:38 main:581] : INFO : Epoch 1811 | loss: 0.0310633 | val_loss: 0.0311266 | Time: 3455.38 ms
[2022-04-19 23:08:41 main:581] : INFO : Epoch 1812 | loss: 0.0310625 | val_loss: 0.0311285 | Time: 3441.64 ms
[2022-04-19 23:08:45 main:581] : INFO : Epoch 1813 | loss: 0.0310864 | val_loss: 0.0311178 | Time: 3457.76 ms
[2022-04-19 23:08:48 main:581] : INFO : Epoch 1814 | loss: 0.0310801 | val_loss: 0.0311193 | Time: 3456.59 ms
[2022-04-19 23:08:51 main:581] : INFO : Epoch 1815 | loss: 0.0310807 | val_loss: 0.0311193 | Time: 3451.71 ms
[2022-04-19 23:08:55 main:581] : INFO : Epoch 1816 | loss: 0.0310718 | val_loss: 0.0311239 | Time: 3455.79 ms
[2022-04-19 23:08:58 main:581] : INFO : Epoch 1817 | loss: 0.0310672 | val_loss: 0.031122 | Time: 3440.22 ms
[2022-04-19 23:09:02 main:581] : INFO : Epoch 1818 | loss: 0.0310629 | val_loss: 0.0311233 | Time: 3449.46 ms
[2022-04-19 23:09:05 main:581] : INFO : Epoch 1819 | loss: 0.0310634 | val_loss: 0.0311313 | Time: 3446.01 ms
[2022-04-19 23:09:09 main:581] : INFO : Epoch 1820 | loss: 0.0310525 | val_loss: 0.0311261 | Time: 3444.01 ms
[2022-04-19 23:09:12 main:581] : INFO : Epoch 1821 | loss: 0.0310507 | val_loss: 0.0311329 | Time: 3463.55 ms
[2022-04-19 23:09:16 main:581] : INFO : Epoch 1822 | loss: 0.0310542 | val_loss: 0.0311195 | Time: 3454.17 ms
[2022-04-19 23:09:19 main:581] : INFO : Epoch 1823 | loss: 0.0310518 | val_loss: 0.031137 | Time: 3447.45 ms
[2022-04-19 23:09:23 main:581] : INFO : Epoch 1824 | loss: 0.031058 | val_loss: 0.0311246 | Time: 3454.56 ms
[2022-04-19 23:09:26 main:581] : INFO : Epoch 1825 | loss: 0.0310863 | val_loss: 0.0311168 | Time: 3459.04 ms
[2022-04-19 23:09:29 main:581] : INFO : Epoch 1826 | loss: 0.0310747 | val_loss: 0.0311249 | Time: 3441.96 ms
[2022-04-19 23:09:33 main:581] : INFO : Epoch 1827 | loss: 0.0310669 | val_loss: 0.0311177 | Time: 3455.84 ms
[2022-04-19 23:09:36 main:581] : INFO : Epoch 1828 | loss: 0.0310631 | val_loss: 0.0311185 | Time: 3466.47 ms
[2022-04-19 23:09:40 main:581] : INFO : Epoch 1829 | loss: 0.0310576 | val_loss: 0.0311217 | Time: 3439.6 ms
[2022-04-19 23:09:43 main:581] : INFO : Epoch 1830 | loss: 0.0310551 | val_loss: 0.0311316 | Time: 3450.15 ms
[2022-04-19 23:09:47 main:581] : INFO : Epoch 1831 | loss: 0.0310509 | val_loss: 0.0311209 | Time: 3455.32 ms
[2022-04-19 23:09:50 main:581] : INFO : Epoch 1832 | loss: 0.0310501 | val_loss: 0.0311258 | Time: 3449.78 ms
[2022-04-19 23:09:54 main:581] : INFO : Epoch 1833 | loss: 0.0310505 | val_loss: 0.0311217 | Time: 3449.26 ms
[2022-04-19 23:09:57 main:581] : INFO : Epoch 1834 | loss: 0.0310529 | val_loss: 0.0311173 | Time: 3454.37 ms
[2022-04-19 23:10:00 main:581] : INFO : Epoch 1835 | loss: 0.0310518 | val_loss: 0.0311184 | Time: 3457.69 ms
[2022-04-19 23:10:04 main:581] : INFO : Epoch 1836 | loss: 0.0310516 | val_loss: 0.0311244 | Time: 3446.08 ms
[2022-04-19 23:10:07 main:581] : INFO : Epoch 1837 | loss: 0.0310535 | val_loss: 0.0311236 | Time: 3459.84 ms
[2022-04-19 23:10:11 main:581] : INFO : Epoch 1838 | loss: 0.0310544 | val_loss: 0.0311306 | Time: 3445.8 ms
[2022-04-19 23:10:14 main:581] : INFO : Epoch 1839 | loss: 0.031052 | val_loss: 0.0311283 | Time: 3450.06 ms
[2022-04-19 23:10:18 main:581] : INFO : Epoch 1840 | loss: 0.0310486 | val_loss: 0.0311265 | Time: 3448.66 ms
[2022-04-19 23:10:21 main:581] : INFO : Epoch 1841 | loss: 0.0310507 | val_loss: 0.0311192 | Time: 3455.94 ms
[2022-04-19 23:10:25 main:581] : INFO : Epoch 1842 | loss: 0.0310524 | val_loss: 0.0311188 | Time: 3457.27 ms
[2022-04-19 23:10:28 main:581] : INFO : Epoch 1843 | loss: 0.0310506 | val_loss: 0.0311277 | Time: 3448.47 ms
[2022-04-19 23:10:32 main:581] : INFO : Epoch 1844 | loss: 0.0310484 | val_loss: 0.0311284 | Time: 3442.84 ms
[2022-04-19 23:10:35 main:581] : INFO : Epoch 1845 | loss: 0.0310481 | val_loss: 0.0311293 | Time: 3453.27 ms
[2022-04-19 23:10:38 main:581] : INFO : Epoch 1846 | loss: 0.0310466 | val_loss: 0.0311368 | Time: 3460.4 ms
[2022-04-19 23:10:42 main:581] : INFO : Epoch 1847 | loss: 0.031051 | val_loss: 0.0311266 | Time: 3444.37 ms
[2022-04-19 23:10:45 main:581] : INFO : Epoch 1848 | loss: 0.0310441 | val_loss: 0.0311275 | Time: 3450.57 ms
[2022-04-19 23:10:49 main:581] : INFO : Epoch 1849 | loss: 0.0310476 | val_loss: 0.0311233 | Time: 3460.6 ms
[2022-04-19 23:10:52 main:581] : INFO : Epoch 1850 | loss: 0.0310443 | val_loss: 0.031127 | Time: 3443.48 ms
[2022-04-19 23:10:56 main:581] : INFO : Epoch 1851 | loss: 0.0310453 | val_loss: 0.0311298 | Time: 3447.12 ms
[2022-04-19 23:10:59 main:581] : INFO : Epoch 1852 | loss: 0.031043 | val_loss: 0.0311333 | Time: 3452.15 ms
[2022-04-19 23:11:03 main:581] : INFO : Epoch 1853 | loss: 0.0310495 | val_loss: 0.0311416 | Time: 3453.16 ms
[2022-04-19 23:11:06 main:581] : INFO : Epoch 1854 | loss: 0.0310562 | val_loss: 0.0311243 | Time: 3446.51 ms
[2022-04-19 23:11:10 main:581] : INFO : Epoch 1855 | loss: 0.0310514 | val_loss: 0.0311391 | Time: 3453.2 ms
[2022-04-19 23:11:13 main:581] : INFO : Epoch 1856 | loss: 0.0310497 | val_loss: 0.0311234 | Time: 3457.09 ms
[2022-04-19 23:11:16 main:581] : INFO : Epoch 1857 | loss: 0.0310482 | val_loss: 0.0311249 | Time: 3446.92 ms
[2022-04-19 23:11:20 main:581] : INFO : Epoch 1858 | loss: 0.0310484 | val_loss: 0.0311239 | Time: 3458.13 ms
[2022-04-19 23:11:23 main:581] : INFO : Epoch 1859 | loss: 0.0310456 | val_loss: 0.0311292 | Time: 3444.21 ms
[2022-04-19 23:11:27 main:581] : INFO : Epoch 1860 | loss: 0.0310448 | val_loss: 0.0311351 | Time: 3449.15 ms
[2022-04-19 23:11:30 main:581] : INFO : Epoch 1861 | loss: 0.0310449 | val_loss: 0.0311281 | Time: 3447.65 ms
[2022-04-19 23:11:34 main:581] : INFO : Epoch 1862 | loss: 0.0310459 | val_loss: 0.0311352 | Time: 3447.21 ms
[2022-04-19 23:11:37 main:581] : INFO : Epoch 1863 | loss: 0.0310425 | val_loss: 0.0311367 | Time: 3462.09 ms
[2022-04-19 23:11:41 main:581] : INFO : Epoch 1864 | loss: 0.0310434 | val_loss: 0.0311324 | Time: 3451.74 ms
[2022-04-19 23:11:44 main:581] : INFO : Epoch 1865 | loss: 0.0310537 | val_loss: 0.0311238 | Time: 3449.23 ms
[2022-04-19 23:11:47 main:581] : INFO : Epoch 1866 | loss: 0.0310482 | val_loss: 0.0311266 | Time: 3445.27 ms
[2022-04-19 23:11:51 main:581] : INFO : Epoch 1867 | loss: 0.0310492 | val_loss: 0.0311276 | Time: 3460.06 ms
[2022-04-19 23:11:54 main:581] : INFO : Epoch 1868 | loss: 0.0310499 | val_loss: 0.0311363 | Time: 3435.63 ms
[2022-04-19 23:11:58 main:581] : INFO : Epoch 1869 | loss: 0.031055 | val_loss: 0.0311304 | Time: 3451.25 ms
[2022-04-19 23:12:01 main:581] : INFO : Epoch 1870 | loss: 0.0310464 | val_loss: 0.0311294 | Time: 3461.86 ms
[2022-04-19 23:12:05 main:581] : INFO : Epoch 1871 | loss: 0.0310645 | val_loss: 0.0311165 | Time: 3446.52 ms
[2022-04-19 23:12:08 main:581] : INFO : Epoch 1872 | loss: 0.0310773 | val_loss: 0.0311258 | Time: 3448.88 ms
[2022-04-19 23:12:12 main:581] : INFO : Epoch 1873 | loss: 0.0310829 | val_loss: 0.031143 | Time: 3448.09 ms
[2022-04-19 23:12:15 main:581] : INFO : Epoch 1874 | loss: 0.0310736 | val_loss: 0.0311311 | Time: 3450.5 ms
[2022-04-19 23:12:19 main:581] : INFO : Epoch 1875 | loss: 0.031061 | val_loss: 0.0311152 | Time: 3452.89 ms
[2022-04-19 23:12:22 main:581] : INFO : Epoch 1876 | loss: 0.0310596 | val_loss: 0.0311449 | Time: 3454.87 ms
[2022-04-19 23:12:25 main:581] : INFO : Epoch 1877 | loss: 0.0310594 | val_loss: 0.0311314 | Time: 3459.91 ms
[2022-04-19 23:12:29 main:581] : INFO : Epoch 1878 | loss: 0.0310559 | val_loss: 0.0311292 | Time: 3452.3 ms
[2022-04-19 23:12:32 main:581] : INFO : Epoch 1879 | loss: 0.0310537 | val_loss: 0.0311212 | Time: 3455.45 ms
[2022-04-19 23:12:36 main:581] : INFO : Epoch 1880 | loss: 0.031056 | val_loss: 0.0311303 | Time: 3443.21 ms
[2022-04-19 23:12:39 main:581] : INFO : Epoch 1881 | loss: 0.0310636 | val_loss: 0.0311209 | Time: 3457.51 ms
[2022-04-19 23:12:43 main:581] : INFO : Epoch 1882 | loss: 0.0310609 | val_loss: 0.0311199 | Time: 3445.82 ms
[2022-04-19 23:12:46 main:581] : INFO : Epoch 1883 | loss: 0.0310576 | val_loss: 0.0311309 | Time: 3452.63 ms
[2022-04-19 23:12:50 main:581] : INFO : Epoch 1884 | loss: 0.0310549 | val_loss: 0.0311263 | Time: 3461.17 ms
[2022-04-19 23:12:53 main:581] : INFO : Epoch 1885 | loss: 0.0310522 | val_loss: 0.0311257 | Time: 3449.98 ms
[2022-04-19 23:12:57 main:581] : INFO : Epoch 1886 | loss: 0.0310553 | val_loss: 0.0311288 | Time: 3446.2 ms
[2022-04-19 23:13:00 main:581] : INFO : Epoch 1887 | loss: 0.0310562 | val_loss: 0.0311217 | Time: 3458.11 ms
[2022-04-19 23:13:03 main:581] : INFO : Epoch 1888 | loss: 0.0310531 | val_loss: 0.0311369 | Time: 3458.49 ms
[2022-04-19 23:13:07 main:581] : INFO : Epoch 1889 | loss: 0.0310529 | val_loss: 0.0311386 | Time: 3446.24 ms
[2022-04-19 23:13:10 main:581] : INFO : Epoch 1890 | loss: 0.0310682 | val_loss: 0.0311345 | Time: 3450.42 ms
[2022-04-19 23:13:14 main:581] : INFO : Epoch 1891 | loss: 0.0310642 | val_loss: 0.0311279 | Time: 3460.3 ms
[2022-04-19 23:13:17 main:581] : INFO : Epoch 1892 | loss: 0.0310581 | val_loss: 0.0311251 | Time: 3445.63 ms
[2022-04-19 23:13:21 main:581] : INFO : Epoch 1893 | loss: 0.0310656 | val_loss: 0.0311267 | Time: 3449.65 ms
[2022-04-19 23:13:24 main:581] : INFO : Epoch 1894 | loss: 0.0310599 | val_loss: 0.0311165 | Time: 3450.02 ms
[2022-04-19 23:13:28 main:581] : INFO : Epoch 1895 | loss: 0.0310545 | val_loss: 0.031121 | Time: 3452.13 ms
[2022-04-19 23:13:31 main:581] : INFO : Epoch 1896 | loss: 0.0310508 | val_loss: 0.03112 | Time: 3447.15 ms
[2022-04-19 23:13:34 main:581] : INFO : Epoch 1897 | loss: 0.031049 | val_loss: 0.0311254 | Time: 3457.81 ms
[2022-04-19 23:13:38 main:581] : INFO : Epoch 1898 | loss: 0.0310472 | val_loss: 0.0311255 | Time: 3457.65 ms
[2022-04-19 23:13:41 main:581] : INFO : Epoch 1899 | loss: 0.0310535 | val_loss: 0.0311275 | Time: 3443.5 ms
[2022-04-19 23:13:45 main:581] : INFO : Epoch 1900 | loss: 0.0310531 | val_loss: 0.031122 | Time: 3459.4 ms
[2022-04-19 23:13:48 main:581] : INFO : Epoch 1901 | loss: 0.0310598 | val_loss: 0.0311188 | Time: 3444.36 ms
[2022-04-19 23:13:52 main:581] : INFO : Epoch 1902 | loss: 0.0310543 | val_loss: 0.0311229 | Time: 3449.84 ms
[2022-04-19 23:13:55 main:581] : INFO : Epoch 1903 | loss: 0.031046 | val_loss: 0.0311208 | Time: 3443.55 ms
[2022-04-19 23:13:59 main:581] : INFO : Epoch 1904 | loss: 0.0310451 | val_loss: 0.0311262 | Time: 3446.24 ms
[2022-04-19 23:14:02 main:581] : INFO : Epoch 1905 | loss: 0.0310448 | val_loss: 0.0311297 | Time: 3462.93 ms
[2022-04-19 23:14:06 main:581] : INFO : Epoch 1906 | loss: 0.0310457 | val_loss: 0.0311307 | Time: 3454.87 ms
[2022-04-19 23:14:09 main:581] : INFO : Epoch 1907 | loss: 0.0310513 | val_loss: 0.0311368 | Time: 3444.49 ms
[2022-04-19 23:14:12 main:581] : INFO : Epoch 1908 | loss: 0.0310566 | val_loss: 0.0311222 | Time: 3448.63 ms
[2022-04-19 23:14:16 main:581] : INFO : Epoch 1909 | loss: 0.0310514 | val_loss: 0.0311276 | Time: 3457.77 ms
[2022-04-19 23:14:19 main:581] : INFO : Epoch 1910 | loss: 0.0310467 | val_loss: 0.0311359 | Time: 3437.85 ms
[2022-04-19 23:14:23 main:581] : INFO : Epoch 1911 | loss: 0.0310431 | val_loss: 0.0311303 | Time: 3449.51 ms
[2022-04-19 23:14:26 main:581] : INFO : Epoch 1912 | loss: 0.0310517 | val_loss: 0.0311243 | Time: 3458.15 ms
[2022-04-19 23:14:30 main:581] : INFO : Epoch 1913 | loss: 0.0310951 | val_loss: 0.0311245 | Time: 3445.52 ms
[2022-04-19 23:14:33 main:581] : INFO : Epoch 1914 | loss: 0.0310891 | val_loss: 0.031118 | Time: 3450.26 ms
[2022-04-19 23:14:37 main:581] : INFO : Epoch 1915 | loss: 0.031077 | val_loss: 0.0311206 | Time: 3447.45 ms
[2022-04-19 23:14:40 main:581] : INFO : Epoch 1916 | loss: 0.031069 | val_loss: 0.0311266 | Time: 3448.72 ms
[2022-04-19 23:14:43 main:581] : INFO : Epoch 1917 | loss: 0.0310695 | val_loss: 0.0311172 | Time: 3446.2 ms
[2022-04-19 23:14:47 main:581] : INFO : Epoch 1918 | loss: 0.0310644 | val_loss: 0.0311188 | Time: 3453.98 ms
[2022-04-19 23:14:50 main:581] : INFO : Epoch 1919 | loss: 0.0310711 | val_loss: 0.031118 | Time: 3457.31 ms
[2022-04-19 23:14:54 main:581] : INFO : Epoch 1920 | loss: 0.0310702 | val_loss: 0.0311211 | Time: 3446.35 ms
[2022-04-19 23:14:57 main:581] : INFO : Epoch 1921 | loss: 0.0310693 | val_loss: 0.0311176 | Time: 3459.72 ms
[2022-04-19 23:15:01 main:581] : INFO : Epoch 1922 | loss: 0.0310645 | val_loss: 0.0311181 | Time: 3440.4 ms
[2022-04-19 23:15:04 main:581] : INFO : Epoch 1923 | loss: 0.0310556 | val_loss: 0.0311179 | Time: 3448.75 ms
[2022-04-19 23:15:08 main:581] : INFO : Epoch 1924 | loss: 0.0310586 | val_loss: 0.0311339 | Time: 3455.13 ms
[2022-04-19 23:15:11 main:581] : INFO : Epoch 1925 | loss: 0.0310705 | val_loss: 0.031124 | Time: 3448.98 ms
[2022-04-19 23:15:15 main:581] : INFO : Epoch 1926 | loss: 0.0310602 | val_loss: 0.0311232 | Time: 3455.41 ms
[2022-04-19 23:15:18 main:581] : INFO : Epoch 1927 | loss: 0.031056 | val_loss: 0.0311208 | Time: 3452.42 ms
[2022-04-19 23:15:21 main:581] : INFO : Epoch 1928 | loss: 0.0310539 | val_loss: 0.0311366 | Time: 3447.71 ms
[2022-04-19 23:15:25 main:581] : INFO : Epoch 1929 | loss: 0.0310496 | val_loss: 0.0311372 | Time: 3451.47 ms
[2022-04-19 23:15:28 main:581] : INFO : Epoch 1930 | loss: 0.031054 | val_loss: 0.0311348 | Time: 3452.22 ms
[2022-04-19 23:15:32 main:581] : INFO : Epoch 1931 | loss: 0.0310466 | val_loss: 0.0311343 | Time: 3442.09 ms
[2022-04-19 23:15:35 main:581] : INFO : Epoch 1932 | loss: 0.0310421 | val_loss: 0.0311314 | Time: 3453.8 ms
[2022-04-19 23:15:39 main:581] : INFO : Epoch 1933 | loss: 0.0310405 | val_loss: 0.0311334 | Time: 3455.55 ms
[2022-04-19 23:15:42 main:581] : INFO : Epoch 1934 | loss: 0.0311109 | val_loss: 0.0311365 | Time: 3446.26 ms
[2022-04-19 23:15:46 main:581] : INFO : Epoch 1935 | loss: 0.0311189 | val_loss: 0.031131 | Time: 3448.36 ms
[2022-04-19 23:15:49 main:581] : INFO : Epoch 1936 | loss: 0.0311061 | val_loss: 0.0311213 | Time: 3457.67 ms
[2022-04-19 23:15:53 main:581] : INFO : Epoch 1937 | loss: 0.0311012 | val_loss: 0.0311226 | Time: 3456.9 ms
[2022-04-19 23:15:56 main:581] : INFO : Epoch 1938 | loss: 0.0310961 | val_loss: 0.0311311 | Time: 3445.3 ms
[2022-04-19 23:15:59 main:581] : INFO : Epoch 1939 | loss: 0.0311075 | val_loss: 0.0311333 | Time: 3459.19 ms
[2022-04-19 23:16:03 main:581] : INFO : Epoch 1940 | loss: 0.0311043 | val_loss: 0.0311241 | Time: 3455.25 ms
[2022-04-19 23:16:06 main:581] : INFO : Epoch 1941 | loss: 0.0310953 | val_loss: 0.0311202 | Time: 3449.37 ms
[2022-04-19 23:16:10 main:581] : INFO : Epoch 1942 | loss: 0.0310893 | val_loss: 0.0311181 | Time: 3452.7 ms
[2022-04-19 23:16:13 main:581] : INFO : Epoch 1943 | loss: 0.0310853 | val_loss: 0.031114 | Time: 3448.73 ms
[2022-04-19 23:16:17 main:581] : INFO : Epoch 1944 | loss: 0.0310828 | val_loss: 0.0311183 | Time: 3455.67 ms
[2022-04-19 23:16:20 main:581] : INFO : Epoch 1945 | loss: 0.0310838 | val_loss: 0.0311199 | Time: 3446.71 ms
[2022-04-19 23:16:24 main:581] : INFO : Epoch 1946 | loss: 0.0310887 | val_loss: 0.0311159 | Time: 3448.23 ms
[2022-04-19 23:16:27 main:581] : INFO : Epoch 1947 | loss: 0.0310791 | val_loss: 0.0311162 | Time: 3462.26 ms
[2022-04-19 23:16:31 main:581] : INFO : Epoch 1948 | loss: 0.0310715 | val_loss: 0.031114 | Time: 3453.88 ms
[2022-04-19 23:16:34 main:581] : INFO : Epoch 1949 | loss: 0.0310705 | val_loss: 0.0311175 | Time: 3451.11 ms
[2022-04-19 23:16:37 main:581] : INFO : Epoch 1950 | loss: 0.0310667 | val_loss: 0.0311163 | Time: 3442.6 ms
[2022-04-19 23:16:41 main:581] : INFO : Epoch 1951 | loss: 0.0310646 | val_loss: 0.031122 | Time: 3456.89 ms
[2022-04-19 23:16:44 main:581] : INFO : Epoch 1952 | loss: 0.0310695 | val_loss: 0.031124 | Time: 3433.79 ms
[2022-04-19 23:16:48 main:581] : INFO : Epoch 1953 | loss: 0.0310656 | val_loss: 0.0311165 | Time: 3453.07 ms
[2022-04-19 23:16:51 main:581] : INFO : Epoch 1954 | loss: 0.0310648 | val_loss: 0.0311149 | Time: 3457.85 ms
[2022-04-19 23:16:55 main:581] : INFO : Epoch 1955 | loss: 0.0310617 | val_loss: 0.0311171 | Time: 3443.66 ms
[2022-04-19 23:16:58 main:581] : INFO : Epoch 1956 | loss: 0.0310611 | val_loss: 0.0311204 | Time: 3446.94 ms
[2022-04-19 23:17:02 main:581] : INFO : Epoch 1957 | loss: 0.0310574 | val_loss: 0.0311181 | Time: 3452.29 ms
[2022-04-19 23:17:05 main:581] : INFO : Epoch 1958 | loss: 0.0310584 | val_loss: 0.0311179 | Time: 3449.91 ms
[2022-04-19 23:17:08 main:581] : INFO : Epoch 1959 | loss: 0.0310581 | val_loss: 0.031125 | Time: 3450.95 ms
[2022-04-19 23:17:12 main:581] : INFO : Epoch 1960 | loss: 0.0310637 | val_loss: 0.0311258 | Time: 3462.63 ms
[2022-04-19 23:17:15 main:581] : INFO : Epoch 1961 | loss: 0.0310614 | val_loss: 0.0311178 | Time: 3457.18 ms
[2022-04-19 23:17:19 main:581] : INFO : Epoch 1962 | loss: 0.0310582 | val_loss: 0.0311093 | Time: 3446.84 ms
[2022-04-19 23:17:22 main:581] : INFO : Epoch 1963 | loss: 0.0310592 | val_loss: 0.0311236 | Time: 3450.8 ms
[2022-04-19 23:17:26 main:581] : INFO : Epoch 1964 | loss: 0.0310565 | val_loss: 0.0311238 | Time: 3443.73 ms
[2022-04-19 23:17:29 main:581] : INFO : Epoch 1965 | loss: 0.0310554 | val_loss: 0.0311186 | Time: 3453.42 ms
[2022-04-19 23:17:33 main:581] : INFO : Epoch 1966 | loss: 0.0310562 | val_loss: 0.0311121 | Time: 3448.43 ms
[2022-04-19 23:17:36 main:581] : INFO : Epoch 1967 | loss: 0.0310561 | val_loss: 0.0311238 | Time: 3454.9 ms
[2022-04-19 23:17:40 main:581] : INFO : Epoch 1968 | loss: 0.0310601 | val_loss: 0.0311197 | Time: 3460.26 ms
[2022-04-19 23:17:43 main:581] : INFO : Epoch 1969 | loss: 0.031071 | val_loss: 0.0311194 | Time: 3452.03 ms
[2022-04-19 23:17:46 main:581] : INFO : Epoch 1970 | loss: 0.0310619 | val_loss: 0.0311188 | Time: 3448.61 ms
[2022-04-19 23:17:50 main:581] : INFO : Epoch 1971 | loss: 0.031062 | val_loss: 0.0311164 | Time: 3450.48 ms
[2022-04-19 23:17:53 main:581] : INFO : Epoch 1972 | loss: 0.0310661 | val_loss: 0.0311151 | Time: 3455.38 ms
[2022-04-19 23:17:57 main:581] : INFO : Epoch 1973 | loss: 0.0310641 | val_loss: 0.0311111 | Time: 3436.77 ms
[2022-04-19 23:18:00 main:581] : INFO : Epoch 1974 | loss: 0.0310636 | val_loss: 0.0311175 | Time: 3449.83 ms
[2022-04-19 23:18:04 main:581] : INFO : Epoch 1975 | loss: 0.0310712 | val_loss: 0.031118 | Time: 3463.73 ms
[2022-04-19 23:18:07 main:581] : INFO : Epoch 1976 | loss: 0.0310627 | val_loss: 0.0311172 | Time: 3437.12 ms
[2022-04-19 23:18:11 main:581] : INFO : Epoch 1977 | loss: 0.0310582 | val_loss: 0.031113 | Time: 3454.77 ms
[2022-04-19 23:18:14 main:581] : INFO : Epoch 1978 | loss: 0.0310569 | val_loss: 0.0311127 | Time: 3457.21 ms
[2022-04-19 23:18:17 main:581] : INFO : Epoch 1979 | loss: 0.0310571 | val_loss: 0.0311223 | Time: 3456.13 ms
[2022-04-19 23:18:21 main:581] : INFO : Epoch 1980 | loss: 0.0310598 | val_loss: 0.0311205 | Time: 3446.05 ms
[2022-04-19 23:18:24 main:581] : INFO : Epoch 1981 | loss: 0.0310538 | val_loss: 0.0311219 | Time: 3460.98 ms
[2022-04-19 23:18:28 main:581] : INFO : Epoch 1982 | loss: 0.0310786 | val_loss: 0.0311277 | Time: 3452.88 ms
[2022-04-19 23:18:31 main:581] : INFO : Epoch 1983 | loss: 0.0310886 | val_loss: 0.0311208 | Time: 3447.55 ms
[2022-04-19 23:18:35 main:581] : INFO : Epoch 1984 | loss: 0.031075 | val_loss: 0.031125 | Time: 3451.36 ms
[2022-04-19 23:18:38 main:581] : INFO : Epoch 1985 | loss: 0.0310675 | val_loss: 0.0311211 | Time: 3441.58 ms
[2022-04-19 23:18:42 main:581] : INFO : Epoch 1986 | loss: 0.0310547 | val_loss: 0.0311182 | Time: 3448.86 ms
[2022-04-19 23:18:45 main:581] : INFO : Epoch 1987 | loss: 0.0310554 | val_loss: 0.0311145 | Time: 3448.54 ms
[2022-04-19 23:18:49 main:581] : INFO : Epoch 1988 | loss: 0.0310565 | val_loss: 0.03112 | Time: 3449.58 ms
[2022-04-19 23:18:52 main:581] : INFO : Epoch 1989 | loss: 0.0310578 | val_loss: 0.0311233 | Time: 3463 ms
[2022-04-19 23:18:55 main:581] : INFO : Epoch 1990 | loss: 0.0310649 | val_loss: 0.0311258 | Time: 3448.35 ms
[2022-04-19 23:18:59 main:581] : INFO : Epoch 1991 | loss: 0.0310587 | val_loss: 0.0311192 | Time: 3449.78 ms
[2022-04-19 23:19:02 main:581] : INFO : Epoch 1992 | loss: 0.0310544 | val_loss: 0.031114 | Time: 3446.46 ms
[2022-04-19 23:19:06 main:581] : INFO : Epoch 1993 | loss: 0.0310514 | val_loss: 0.0311159 | Time: 3455.5 ms
[2022-04-19 23:19:09 main:581] : INFO : Epoch 1994 | loss: 0.0310486 | val_loss: 0.0311153 | Time: 3438.38 ms
[2022-04-19 23:19:13 main:581] : INFO : Epoch 1995 | loss: 0.031054 | val_loss: 0.0311184 | Time: 3454.92 ms
[2022-04-19 23:19:16 main:581] : INFO : Epoch 1996 | loss: 0.0310502 | val_loss: 0.0311219 | Time: 3460.33 ms
[2022-04-19 23:19:20 main:581] : INFO : Epoch 1997 | loss: 0.0310475 | val_loss: 0.0311162 | Time: 3441.87 ms
[2022-04-19 23:19:23 main:581] : INFO : Epoch 1998 | loss: 0.0310496 | val_loss: 0.0311202 | Time: 3446.12 ms
[2022-04-19 23:19:27 main:581] : INFO : Epoch 1999 | loss: 0.0310488 | val_loss: 0.0311191 | Time: 3458.84 ms
[2022-04-19 23:19:30 main:581] : INFO : Epoch 2000 | loss: 0.0310474 | val_loss: 0.0311154 | Time: 3454.46 ms
[2022-04-19 23:19:33 main:581] : INFO : Epoch 2001 | loss: 0.0310508 | val_loss: 0.0311243 | Time: 3444.01 ms
[2022-04-19 23:19:37 main:581] : INFO : Epoch 2002 | loss: 0.031048 | val_loss: 0.0311181 | Time: 3453.19 ms
[2022-04-19 23:19:40 main:581] : INFO : Epoch 2003 | loss: 0.0310513 | val_loss: 0.031122 | Time: 3449.48 ms
[2022-04-19 23:19:44 main:581] : INFO : Epoch 2004 | loss: 0.0310483 | val_loss: 0.0311206 | Time: 3447.51 ms
[2022-04-19 23:19:47 main:581] : INFO : Epoch 2005 | loss: 0.0310433 | val_loss: 0.0311204 | Time: 3451.84 ms
[2022-04-19 23:19:51 main:581] : INFO : Epoch 2006 | loss: 0.0310413 | val_loss: 0.0311292 | Time: 3446.24 ms
[2022-04-19 23:19:54 main:581] : INFO : Epoch 2007 | loss: 0.0310463 | val_loss: 0.0311233 | Time: 3451.92 ms
[2022-04-19 23:19:58 main:581] : INFO : Epoch 2008 | loss: 0.0310477 | val_loss: 0.0311221 | Time: 3456.59 ms
[2022-04-19 23:20:01 main:581] : INFO : Epoch 2009 | loss: 0.031044 | val_loss: 0.0311235 | Time: 3455.22 ms
[2022-04-19 23:20:04 main:581] : INFO : Epoch 2010 | loss: 0.0310433 | val_loss: 0.0311281 | Time: 3456.97 ms
[2022-04-19 23:20:08 main:581] : INFO : Epoch 2011 | loss: 0.0310436 | val_loss: 0.0311214 | Time: 3455.84 ms
[2022-04-19 23:20:11 main:581] : INFO : Epoch 2012 | loss: 0.0310412 | val_loss: 0.0311219 | Time: 3447.51 ms
[2022-04-19 23:20:15 main:581] : INFO : Epoch 2013 | loss: 0.0310413 | val_loss: 0.0311342 | Time: 3446 ms
[2022-04-19 23:20:18 main:581] : INFO : Epoch 2014 | loss: 0.0310402 | val_loss: 0.031128 | Time: 3452.89 ms
[2022-04-19 23:20:22 main:581] : INFO : Epoch 2015 | loss: 0.0310428 | val_loss: 0.0311253 | Time: 3447.32 ms
[2022-04-19 23:20:25 main:581] : INFO : Epoch 2016 | loss: 0.0310404 | val_loss: 0.0311291 | Time: 3457.66 ms
[2022-04-19 23:20:29 main:581] : INFO : Epoch 2017 | loss: 0.0310415 | val_loss: 0.0311247 | Time: 3466.82 ms
[2022-04-19 23:20:32 main:581] : INFO : Epoch 2018 | loss: 0.0310373 | val_loss: 0.0311303 | Time: 3440.11 ms
[2022-04-19 23:20:36 main:581] : INFO : Epoch 2019 | loss: 0.0310358 | val_loss: 0.031136 | Time: 3457.75 ms
[2022-04-19 23:20:39 main:581] : INFO : Epoch 2020 | loss: 0.0310936 | val_loss: 0.0311255 | Time: 3454.51 ms
[2022-04-19 23:20:42 main:581] : INFO : Epoch 2021 | loss: 0.0310978 | val_loss: 0.0311229 | Time: 3455.66 ms
[2022-04-19 23:20:46 main:581] : INFO : Epoch 2022 | loss: 0.0310887 | val_loss: 0.0311213 | Time: 3442.67 ms
[2022-04-19 23:20:49 main:581] : INFO : Epoch 2023 | loss: 0.0310766 | val_loss: 0.0311156 | Time: 3457.94 ms
[2022-04-19 23:20:53 main:581] : INFO : Epoch 2024 | loss: 0.0310688 | val_loss: 0.0311161 | Time: 3451.75 ms
[2022-04-19 23:20:56 main:581] : INFO : Epoch 2025 | loss: 0.0310628 | val_loss: 0.0311156 | Time: 3449.96 ms
[2022-04-19 23:21:00 main:581] : INFO : Epoch 2026 | loss: 0.0310599 | val_loss: 0.0311202 | Time: 3456.32 ms
[2022-04-19 23:21:03 main:581] : INFO : Epoch 2027 | loss: 0.0310598 | val_loss: 0.0311214 | Time: 3449.95 ms
[2022-04-19 23:21:07 main:581] : INFO : Epoch 2028 | loss: 0.0310557 | val_loss: 0.0311299 | Time: 3450.85 ms
[2022-04-19 23:21:10 main:581] : INFO : Epoch 2029 | loss: 0.0310526 | val_loss: 0.0311291 | Time: 3455.38 ms
[2022-04-19 23:21:14 main:581] : INFO : Epoch 2030 | loss: 0.0310586 | val_loss: 0.0311098 | Time: 3450.17 ms
[2022-04-19 23:21:17 main:581] : INFO : Epoch 2031 | loss: 0.031053 | val_loss: 0.0311103 | Time: 3460.61 ms
[2022-04-19 23:21:20 main:581] : INFO : Epoch 2032 | loss: 0.0310547 | val_loss: 0.0311135 | Time: 3461.29 ms
[2022-04-19 23:21:24 main:581] : INFO : Epoch 2033 | loss: 0.031068 | val_loss: 0.0311063 | Time: 3446.45 ms
[2022-04-19 23:21:27 main:581] : INFO : Epoch 2034 | loss: 0.0310611 | val_loss: 0.0311098 | Time: 3447.21 ms
[2022-04-19 23:21:31 main:581] : INFO : Epoch 2035 | loss: 0.0310597 | val_loss: 0.0311072 | Time: 3450.49 ms
[2022-04-19 23:21:34 main:581] : INFO : Epoch 2036 | loss: 0.0310588 | val_loss: 0.0311105 | Time: 3441.41 ms
[2022-04-19 23:21:38 main:581] : INFO : Epoch 2037 | loss: 0.0310512 | val_loss: 0.0311129 | Time: 3454.59 ms
[2022-04-19 23:21:41 main:581] : INFO : Epoch 2038 | loss: 0.0310522 | val_loss: 0.0311159 | Time: 3461.23 ms
[2022-04-19 23:21:45 main:581] : INFO : Epoch 2039 | loss: 0.0310536 | val_loss: 0.0311233 | Time: 3445.34 ms
[2022-04-19 23:21:48 main:581] : INFO : Epoch 2040 | loss: 0.0310661 | val_loss: 0.0311128 | Time: 3451.29 ms
[2022-04-19 23:21:51 main:581] : INFO : Epoch 2041 | loss: 0.0310612 | val_loss: 0.0311133 | Time: 3452.93 ms
[2022-04-19 23:21:55 main:581] : INFO : Epoch 2042 | loss: 0.0310541 | val_loss: 0.0311191 | Time: 3455.51 ms
[2022-04-19 23:21:58 main:581] : INFO : Epoch 2043 | loss: 0.0310498 | val_loss: 0.031111 | Time: 3448.62 ms
[2022-04-19 23:22:02 main:581] : INFO : Epoch 2044 | loss: 0.0310453 | val_loss: 0.031127 | Time: 3456.91 ms
[2022-04-19 23:22:05 main:581] : INFO : Epoch 2045 | loss: 0.0310448 | val_loss: 0.0311254 | Time: 3453.3 ms
[2022-04-19 23:22:09 main:581] : INFO : Epoch 2046 | loss: 0.0310455 | val_loss: 0.0311162 | Time: 3449.69 ms
[2022-04-19 23:22:12 main:581] : INFO : Epoch 2047 | loss: 0.0310503 | val_loss: 0.0311164 | Time: 3451.48 ms
[2022-04-19 23:22:16 main:581] : INFO : Epoch 2048 | loss: 0.0310447 | val_loss: 0.0311157 | Time: 3443.9 ms
[2022-04-19 23:22:16 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311157
[2022-04-19 23:22:16 main:610] : INFO : Saving end state to config to file
[2022-04-19 23:22:16 main:615] : INFO : Success, exiting..
23:22:16 (26432): 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)