Task 14547346
| Name | ParityModified-1647040518-17992-2-0_1 |
| Workunit | 11320430 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 6:16:16 UTC |
| Report deadline | 16 Apr 2022, 6:16:16 UTC |
| Received | 8 Apr 2022, 15:04:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16285 |
| Run time | 1 hours 21 min 50 sec |
| CPU time | 1 hours 20 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,240.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.51 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: 0.031145 | val_loss: 0.0311606 | Time: 2377.62 ms
[2022-04-08 09:43:27 main:574] : INFO : Epoch 1543 | loss: 0.031144 | val_loss: 0.0311631 | Time: 2385.33 ms
[2022-04-08 09:43:29 main:574] : INFO : Epoch 1544 | loss: 0.0311418 | val_loss: 0.0311602 | Time: 2379.68 ms
[2022-04-08 09:43:32 main:574] : INFO : Epoch 1545 | loss: 0.0311402 | val_loss: 0.0311642 | Time: 2376.96 ms
[2022-04-08 09:43:34 main:574] : INFO : Epoch 1546 | loss: 0.0311401 | val_loss: 0.0311601 | Time: 2377.52 ms
[2022-04-08 09:43:36 main:574] : INFO : Epoch 1547 | loss: 0.0311417 | val_loss: 0.0311633 | Time: 2382.47 ms
[2022-04-08 09:43:39 main:574] : INFO : Epoch 1548 | loss: 0.0311434 | val_loss: 0.0311587 | Time: 2376.6 ms
[2022-04-08 09:43:41 main:574] : INFO : Epoch 1549 | loss: 0.0311425 | val_loss: 0.0311611 | Time: 2380.22 ms
[2022-04-08 09:43:43 main:574] : INFO : Epoch 1550 | loss: 0.0311444 | val_loss: 0.0311698 | Time: 2380.14 ms
[2022-04-08 09:43:46 main:574] : INFO : Epoch 1551 | loss: 0.0311479 | val_loss: 0.0311612 | Time: 2380.46 ms
[2022-04-08 09:43:48 main:574] : INFO : Epoch 1552 | loss: 0.0311449 | val_loss: 0.0311626 | Time: 2382.62 ms
[2022-04-08 09:43:51 main:574] : INFO : Epoch 1553 | loss: 0.0311443 | val_loss: 0.0311593 | Time: 2379.74 ms
[2022-04-08 09:43:53 main:574] : INFO : Epoch 1554 | loss: 0.0311453 | val_loss: 0.0311584 | Time: 2382.03 ms
[2022-04-08 09:43:55 main:574] : INFO : Epoch 1555 | loss: 0.0311417 | val_loss: 0.0311598 | Time: 2379.27 ms
[2022-04-08 09:43:58 main:574] : INFO : Epoch 1556 | loss: 0.0311398 | val_loss: 0.031159 | Time: 2379.65 ms
[2022-04-08 09:44:00 main:574] : INFO : Epoch 1557 | loss: 0.0311426 | val_loss: 0.0311589 | Time: 2389.03 ms
[2022-04-08 09:44:03 main:574] : INFO : Epoch 1558 | loss: 0.0311426 | val_loss: 0.0311597 | Time: 2381.46 ms
[2022-04-08 09:44:05 main:574] : INFO : Epoch 1559 | loss: 0.0311423 | val_loss: 0.0311594 | Time: 2386.49 ms
[2022-04-08 09:44:07 main:574] : INFO : Epoch 1560 | loss: 0.0311412 | val_loss: 0.0311624 | Time: 2385.55 ms
[2022-04-08 09:44:10 main:574] : INFO : Epoch 1561 | loss: 0.0311412 | val_loss: 0.0311623 | Time: 2384.1 ms
[2022-04-08 09:44:12 main:574] : INFO : Epoch 1562 | loss: 0.0311402 | val_loss: 0.0311595 | Time: 2383.15 ms
[2022-04-08 09:44:15 main:574] : INFO : Epoch 1563 | loss: 0.0311419 | val_loss: 0.0311662 | Time: 2381.01 ms
[2022-04-08 09:44:17 main:574] : INFO : Epoch 1564 | loss: 0.0311435 | val_loss: 0.0311583 | Time: 2382.03 ms
[2022-04-08 09:44:19 main:574] : INFO : Epoch 1565 | loss: 0.0311405 | val_loss: 0.0311589 | Time: 2379.64 ms
[2022-04-08 09:44:22 main:574] : INFO : Epoch 1566 | loss: 0.0311392 | val_loss: 0.0311636 | Time: 2382.1 ms
[2022-04-08 09:44:24 main:574] : INFO : Epoch 1567 | loss: 0.0311413 | val_loss: 0.0311629 | Time: 2390.38 ms
[2022-04-08 09:44:26 main:574] : INFO : Epoch 1568 | loss: 0.0311395 | val_loss: 0.0311628 | Time: 2378.17 ms
[2022-04-08 09:44:29 main:574] : INFO : Epoch 1569 | loss: 0.0311403 | val_loss: 0.0311667 | Time: 2378.92 ms
[2022-04-08 09:44:31 main:574] : INFO : Epoch 1570 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 2383.22 ms
[2022-04-08 09:44:34 main:574] : INFO : Epoch 1571 | loss: 0.0311632 | val_loss: 0.0311708 | Time: 2378 ms
[2022-04-08 09:44:36 main:574] : INFO : Epoch 1572 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 2380.28 ms
[2022-04-08 09:44:38 main:574] : INFO : Epoch 1573 | loss: 0.0311594 | val_loss: 0.0311636 | Time: 2377.08 ms
[2022-04-08 09:44:41 main:574] : INFO : Epoch 1574 | loss: 0.0311594 | val_loss: 0.0311675 | Time: 2381.67 ms
[2022-04-08 09:44:43 main:574] : INFO : Epoch 1575 | loss: 0.0311586 | val_loss: 0.0311642 | Time: 2382.82 ms
[2022-04-08 09:44:46 main:574] : INFO : Epoch 1576 | loss: 0.0311587 | val_loss: 0.0311618 | Time: 2380.17 ms
[2022-04-08 09:44:48 main:574] : INFO : Epoch 1577 | loss: 0.0311546 | val_loss: 0.0311642 | Time: 2383.05 ms
[2022-04-08 09:44:50 main:574] : INFO : Epoch 1578 | loss: 0.031154 | val_loss: 0.0311621 | Time: 2378.37 ms
[2022-04-08 09:44:53 main:574] : INFO : Epoch 1579 | loss: 0.0311521 | val_loss: 0.031163 | Time: 2384.23 ms
[2022-04-08 09:44:55 main:574] : INFO : Epoch 1580 | loss: 0.0311548 | val_loss: 0.0311681 | Time: 2381.54 ms
[2022-04-08 09:44:57 main:574] : INFO : Epoch 1581 | loss: 0.0311677 | val_loss: 0.0311707 | Time: 2378.94 ms
[2022-04-08 09:45:00 main:574] : INFO : Epoch 1582 | loss: 0.0311653 | val_loss: 0.0311657 | Time: 2387.74 ms
[2022-04-08 09:45:03 main:574] : INFO : Epoch 1583 | loss: 0.031162 | val_loss: 0.0311677 | Time: 2672.88 ms
[2022-04-08 09:45:05 main:574] : INFO : Epoch 1584 | loss: 0.0311625 | val_loss: 0.0311665 | Time: 2389.68 ms
[2022-04-08 09:45:07 main:574] : INFO : Epoch 1585 | loss: 0.0311595 | val_loss: 0.0311624 | Time: 2382.48 ms
[2022-04-08 09:45:10 main:574] : INFO : Epoch 1586 | loss: 0.0311563 | val_loss: 0.0311621 | Time: 2377.91 ms
[2022-04-08 09:45:12 main:574] : INFO : Epoch 1587 | loss: 0.0311544 | val_loss: 0.0311641 | Time: 2382.55 ms
[2022-04-08 09:45:14 main:574] : INFO : Epoch 1588 | loss: 0.0311532 | val_loss: 0.0311627 | Time: 2383.23 ms
[2022-04-08 09:45:17 main:574] : INFO : Epoch 1589 | loss: 0.0311523 | val_loss: 0.0311609 | Time: 2381.61 ms
[2022-04-08 09:45:19 main:574] : INFO : Epoch 1590 | loss: 0.0311519 | val_loss: 0.0311612 | Time: 2382.12 ms
[2022-04-08 09:45:22 main:574] : INFO : Epoch 1591 | loss: 0.031152 | val_loss: 0.0311637 | Time: 2376.35 ms
[2022-04-08 09:45:24 main:574] : INFO : Epoch 1592 | loss: 0.0311532 | val_loss: 0.0311659 | Time: 2384.12 ms
[2022-04-08 09:45:26 main:574] : INFO : Epoch 1593 | loss: 0.031151 | val_loss: 0.0311626 | Time: 2378.7 ms
[2022-04-08 09:45:29 main:574] : INFO : Epoch 1594 | loss: 0.0311514 | val_loss: 0.0311609 | Time: 2384.55 ms
[2022-04-08 09:45:31 main:574] : INFO : Epoch 1595 | loss: 0.0311509 | val_loss: 0.0311577 | Time: 2377.05 ms
[2022-04-08 09:45:34 main:574] : INFO : Epoch 1596 | loss: 0.0311513 | val_loss: 0.0311621 | Time: 2382.08 ms
[2022-04-08 09:45:36 main:574] : INFO : Epoch 1597 | loss: 0.0311573 | val_loss: 0.0311629 | Time: 2377.56 ms
[2022-04-08 09:45:38 main:574] : INFO : Epoch 1598 | loss: 0.0311563 | val_loss: 0.0311624 | Time: 2376.27 ms
[2022-04-08 09:45:41 main:574] : INFO : Epoch 1599 | loss: 0.031158 | val_loss: 0.0311632 | Time: 2379.29 ms
[2022-04-08 09:45:43 main:574] : INFO : Epoch 1600 | loss: 0.0311568 | val_loss: 0.0311671 | Time: 2379.73 ms
[2022-04-08 09:45:46 main:574] : INFO : Epoch 1601 | loss: 0.0311618 | val_loss: 0.0311651 | Time: 2382.64 ms
[2022-04-08 09:45:48 main:574] : INFO : Epoch 1602 | loss: 0.0311585 | val_loss: 0.0311637 | Time: 2381.39 ms
[2022-04-08 09:45:50 main:574] : INFO : Epoch 1603 | loss: 0.0311556 | val_loss: 0.0311615 | Time: 2379.72 ms
[2022-04-08 09:45:53 main:574] : INFO : Epoch 1604 | loss: 0.0311539 | val_loss: 0.0311616 | Time: 2385.71 ms
[2022-04-08 09:45:55 main:574] : INFO : Epoch 1605 | loss: 0.0311537 | val_loss: 0.0311654 | Time: 2379.77 ms
[2022-04-08 09:45:57 main:574] : INFO : Epoch 1606 | loss: 0.0311524 | val_loss: 0.0311628 | Time: 2382.48 ms
[2022-04-08 09:46:00 main:574] : INFO : Epoch 1607 | loss: 0.0311513 | val_loss: 0.0311614 | Time: 2378.77 ms
[2022-04-08 09:46:02 main:574] : INFO : Epoch 1608 | loss: 0.0311541 | val_loss: 0.0311644 | Time: 2381.02 ms
[2022-04-08 09:46:05 main:574] : INFO : Epoch 1609 | loss: 0.0311531 | val_loss: 0.0311631 | Time: 2380.52 ms
[2022-04-08 09:46:07 main:574] : INFO : Epoch 1610 | loss: 0.0311538 | val_loss: 0.0311661 | Time: 2384.23 ms
[2022-04-08 09:46:09 main:574] : INFO : Epoch 1611 | loss: 0.0311775 | val_loss: 0.0312024 | Time: 2381.91 ms
[2022-04-08 09:46:12 main:574] : INFO : Epoch 1612 | loss: 0.031215 | val_loss: 0.0312276 | Time: 2381.05 ms
[2022-04-08 09:46:14 main:574] : INFO : Epoch 1613 | loss: 0.0312319 | val_loss: 0.0312311 | Time: 2381.85 ms
[2022-04-08 09:46:17 main:574] : INFO : Epoch 1614 | loss: 0.031232 | val_loss: 0.0312356 | Time: 2384.6 ms
[2022-04-08 09:46:19 main:574] : INFO : Epoch 1615 | loss: 0.0312307 | val_loss: 0.031226 | Time: 2376.75 ms
[2022-04-08 09:46:21 main:574] : INFO : Epoch 1616 | loss: 0.0312235 | val_loss: 0.0312275 | Time: 2383.47 ms
[2022-04-08 09:46:24 main:574] : INFO : Epoch 1617 | loss: 0.0312221 | val_loss: 0.0312231 | Time: 2376.21 ms
[2022-04-08 09:46:26 main:574] : INFO : Epoch 1618 | loss: 0.0312202 | val_loss: 0.0312228 | Time: 2380.73 ms
[2022-04-08 09:46:28 main:574] : INFO : Epoch 1619 | loss: 0.0312188 | val_loss: 0.0312226 | Time: 2380.76 ms
[2022-04-08 09:46:31 main:574] : INFO : Epoch 1620 | loss: 0.0312183 | val_loss: 0.0312224 | Time: 2381.3 ms
[2022-04-08 09:46:33 main:574] : INFO : Epoch 1621 | loss: 0.0312174 | val_loss: 0.0312249 | Time: 2378.33 ms
[2022-04-08 09:46:36 main:574] : INFO : Epoch 1622 | loss: 0.0312174 | val_loss: 0.0312222 | Time: 2378.81 ms
[2022-04-08 09:46:38 main:574] : INFO : Epoch 1623 | loss: 0.0312195 | val_loss: 0.0312247 | Time: 2379.34 ms
[2022-04-08 09:46:40 main:574] : INFO : Epoch 1624 | loss: 0.0312198 | val_loss: 0.0312216 | Time: 2389.03 ms
[2022-04-08 09:46:43 main:574] : INFO : Epoch 1625 | loss: 0.031219 | val_loss: 0.0312233 | Time: 2377.29 ms
[2022-04-08 09:46:45 main:574] : INFO : Epoch 1626 | loss: 0.0312195 | val_loss: 0.031221 | Time: 2386 ms
[2022-04-08 09:46:48 main:574] : INFO : Epoch 1627 | loss: 0.031218 | val_loss: 0.0312214 | Time: 2378.06 ms
[2022-04-08 09:46:50 main:574] : INFO : Epoch 1628 | loss: 0.0312157 | val_loss: 0.0312233 | Time: 2379.72 ms
[2022-04-08 09:46:52 main:574] : INFO : Epoch 1629 | loss: 0.031218 | val_loss: 0.0312268 | Time: 2382.46 ms
[2022-04-08 09:46:55 main:574] : INFO : Epoch 1630 | loss: 0.0312206 | val_loss: 0.0312273 | Time: 2378.31 ms
[2022-04-08 09:46:57 main:574] : INFO : Epoch 1631 | loss: 0.0312175 | val_loss: 0.0312205 | Time: 2379.37 ms
[2022-04-08 09:46:59 main:574] : INFO : Epoch 1632 | loss: 0.0312151 | val_loss: 0.0312196 | Time: 2378.74 ms
[2022-04-08 09:47:02 main:574] : INFO : Epoch 1633 | loss: 0.0312159 | val_loss: 0.0312185 | Time: 2380.46 ms
[2022-04-08 09:47:04 main:574] : INFO : Epoch 1634 | loss: 0.0312136 | val_loss: 0.0312182 | Time: 2385.3 ms
[2022-04-08 09:47:07 main:574] : INFO : Epoch 1635 | loss: 0.0312131 | val_loss: 0.0312221 | Time: 2387.83 ms
[2022-04-08 09:47:09 main:574] : INFO : Epoch 1636 | loss: 0.0312129 | val_loss: 0.031216 | Time: 2385.32 ms
[2022-04-08 09:47:11 main:574] : INFO : Epoch 1637 | loss: 0.0312111 | val_loss: 0.0312159 | Time: 2381.07 ms
[2022-04-08 09:47:14 main:574] : INFO : Epoch 1638 | loss: 0.0312106 | val_loss: 0.0312151 | Time: 2381.32 ms
[2022-04-08 09:47:16 main:574] : INFO : Epoch 1639 | loss: 0.0312114 | val_loss: 0.0312158 | Time: 2382.94 ms
[2022-04-08 09:47:19 main:574] : INFO : Epoch 1640 | loss: 0.0312106 | val_loss: 0.0312137 | Time: 2375.98 ms
[2022-04-08 09:47:21 main:574] : INFO : Epoch 1641 | loss: 0.031209 | val_loss: 0.0312131 | Time: 2383.6 ms
[2022-04-08 09:47:23 main:574] : INFO : Epoch 1642 | loss: 0.0312078 | val_loss: 0.0312142 | Time: 2380.25 ms
[2022-04-08 09:47:26 main:574] : INFO : Epoch 1643 | loss: 0.0312096 | val_loss: 0.0312163 | Time: 2378.64 ms
[2022-04-08 09:47:28 main:574] : INFO : Epoch 1644 | loss: 0.0312099 | val_loss: 0.0312157 | Time: 2386.2 ms
[2022-04-08 09:47:31 main:574] : INFO : Epoch 1645 | loss: 0.0312099 | val_loss: 0.031215 | Time: 2382.69 ms
[2022-04-08 09:47:33 main:574] : INFO : Epoch 1646 | loss: 0.0312084 | val_loss: 0.0312129 | Time: 2383.68 ms
[2022-04-08 09:47:35 main:574] : INFO : Epoch 1647 | loss: 0.0312067 | val_loss: 0.0312134 | Time: 2378.29 ms
[2022-04-08 09:47:38 main:574] : INFO : Epoch 1648 | loss: 0.0312078 | val_loss: 0.0312142 | Time: 2377.24 ms
[2022-04-08 09:47:40 main:574] : INFO : Epoch 1649 | loss: 0.031207 | val_loss: 0.0312131 | Time: 2376.55 ms
[2022-04-08 09:47:42 main:574] : INFO : Epoch 1650 | loss: 0.031205 | val_loss: 0.0312134 | Time: 2383.05 ms
[2022-04-08 09:47:45 main:574] : INFO : Epoch 1651 | loss: 0.0312069 | val_loss: 0.0312132 | Time: 2381.47 ms
[2022-04-08 09:47:47 main:574] : INFO : Epoch 1652 | loss: 0.0312057 | val_loss: 0.0312136 | Time: 2383.63 ms
[2022-04-08 09:47:50 main:574] : INFO : Epoch 1653 | loss: 0.0312041 | val_loss: 0.0312133 | Time: 2383.25 ms
[2022-04-08 09:47:52 main:574] : INFO : Epoch 1654 | loss: 0.0312039 | val_loss: 0.0312138 | Time: 2379.25 ms
[2022-04-08 09:47:54 main:574] : INFO : Epoch 1655 | loss: 0.0312031 | val_loss: 0.0312129 | Time: 2379.4 ms
[2022-04-08 09:47:57 main:574] : INFO : Epoch 1656 | loss: 0.0312043 | val_loss: 0.0312138 | Time: 2385.1 ms
[2022-04-08 09:47:59 main:574] : INFO : Epoch 1657 | loss: 0.0312047 | val_loss: 0.0312123 | Time: 2380.79 ms
[2022-04-08 09:48:02 main:574] : INFO : Epoch 1658 | loss: 0.031206 | val_loss: 0.0312176 | Time: 2384.88 ms
[2022-04-08 09:48:04 main:574] : INFO : Epoch 1659 | loss: 0.0312049 | val_loss: 0.0312119 | Time: 2384.76 ms
[2022-04-08 09:48:06 main:574] : INFO : Epoch 1660 | loss: 0.0312024 | val_loss: 0.0312141 | Time: 2382.73 ms
[2022-04-08 09:48:09 main:574] : INFO : Epoch 1661 | loss: 0.0312037 | val_loss: 0.0312189 | Time: 2381.92 ms
[2022-04-08 09:48:11 main:574] : INFO : Epoch 1662 | loss: 0.0312049 | val_loss: 0.0312181 | Time: 2380.64 ms
[2022-04-08 09:48:14 main:574] : INFO : Epoch 1663 | loss: 0.0312041 | val_loss: 0.0312128 | Time: 2386.8 ms
[2022-04-08 09:48:16 main:574] : INFO : Epoch 1664 | loss: 0.0312036 | val_loss: 0.0312134 | Time: 2377.64 ms
[2022-04-08 09:48:19 main:574] : INFO : Epoch 1665 | loss: 0.0312032 | val_loss: 0.0312099 | Time: 2389.35 ms
[2022-04-08 09:48:22 main:574] : INFO : Epoch 1666 | loss: 0.0312014 | val_loss: 0.0312112 | Time: 2386.42 ms
[2022-04-08 09:48:24 main:574] : INFO : Epoch 1667 | loss: 0.0312014 | val_loss: 0.031209 | Time: 2387.2 ms
[2022-04-08 09:48:26 main:574] : INFO : Epoch 1668 | loss: 0.0312007 | val_loss: 0.0312123 | Time: 2382.05 ms
[2022-04-08 09:48:29 main:574] : INFO : Epoch 1669 | loss: 0.0312041 | val_loss: 0.0312174 | Time: 2391 ms
[2022-04-08 09:48:31 main:574] : INFO : Epoch 1670 | loss: 0.0312029 | val_loss: 0.0312106 | Time: 2382.15 ms
[2022-04-08 09:48:33 main:574] : INFO : Epoch 1671 | loss: 0.0312012 | val_loss: 0.0312118 | Time: 2387.23 ms
[2022-04-08 09:48:36 main:574] : INFO : Epoch 1672 | loss: 0.0311999 | val_loss: 0.0312102 | Time: 2384.23 ms
[2022-04-08 09:48:38 main:574] : INFO : Epoch 1673 | loss: 0.0312046 | val_loss: 0.0312138 | Time: 2395.83 ms
[2022-04-08 09:48:41 main:574] : INFO : Epoch 1674 | loss: 0.0312036 | val_loss: 0.0312102 | Time: 2387.84 ms
[2022-04-08 09:48:43 main:574] : INFO : Epoch 1675 | loss: 0.031202 | val_loss: 0.0312092 | Time: 2386.02 ms
[2022-04-08 09:48:45 main:574] : INFO : Epoch 1676 | loss: 0.0312015 | val_loss: 0.0312081 | Time: 2385.62 ms
[2022-04-08 09:48:48 main:574] : INFO : Epoch 1677 | loss: 0.0312044 | val_loss: 0.0312092 | Time: 2381.38 ms
[2022-04-08 09:48:50 main:574] : INFO : Epoch 1678 | loss: 0.0312074 | val_loss: 0.0312129 | Time: 2382.79 ms
[2022-04-08 09:48:53 main:574] : INFO : Epoch 1679 | loss: 0.0312078 | val_loss: 0.0312157 | Time: 2380.57 ms
[2022-04-08 09:48:55 main:574] : INFO : Epoch 1680 | loss: 0.031205 | val_loss: 0.0312097 | Time: 2381.48 ms
[2022-04-08 09:48:57 main:574] : INFO : Epoch 1681 | loss: 0.031204 | val_loss: 0.0312089 | Time: 2385.55 ms
[2022-04-08 09:49:00 main:574] : INFO : Epoch 1682 | loss: 0.0312046 | val_loss: 0.0312114 | Time: 2386.34 ms
[2022-04-08 09:49:02 main:574] : INFO : Epoch 1683 | loss: 0.0312036 | val_loss: 0.0312099 | Time: 2396.57 ms
[2022-04-08 09:49:05 main:574] : INFO : Epoch 1684 | loss: 0.0312064 | val_loss: 0.0312096 | Time: 2387.5 ms
[2022-04-08 09:49:07 main:574] : INFO : Epoch 1685 | loss: 0.0312074 | val_loss: 0.0312132 | Time: 2378.52 ms
[2022-04-08 09:49:09 main:574] : INFO : Epoch 1686 | loss: 0.0312055 | val_loss: 0.0312105 | Time: 2386.77 ms
[2022-04-08 09:49:12 main:574] : INFO : Epoch 1687 | loss: 0.0312032 | val_loss: 0.0312082 | Time: 2380.87 ms
[2022-04-08 09:49:14 main:574] : INFO : Epoch 1688 | loss: 0.0312044 | val_loss: 0.0312098 | Time: 2384.46 ms
[2022-04-08 09:49:17 main:574] : INFO : Epoch 1689 | loss: 0.0312027 | val_loss: 0.0312064 | Time: 2380.26 ms
[2022-04-08 09:49:19 main:574] : INFO : Epoch 1690 | loss: 0.0312014 | val_loss: 0.0312142 | Time: 2385.22 ms
[2022-04-08 09:49:21 main:574] : INFO : Epoch 1691 | loss: 0.0312022 | val_loss: 0.0312049 | Time: 2390.6 ms
[2022-04-08 09:49:24 main:574] : INFO : Epoch 1692 | loss: 0.0312012 | val_loss: 0.0312057 | Time: 2386.98 ms
[2022-04-08 09:49:26 main:574] : INFO : Epoch 1693 | loss: 0.0312035 | val_loss: 0.0312055 | Time: 2388.75 ms
[2022-04-08 09:49:29 main:574] : INFO : Epoch 1694 | loss: 0.031204 | val_loss: 0.0312117 | Time: 2386.13 ms
[2022-04-08 09:49:31 main:574] : INFO : Epoch 1695 | loss: 0.0312094 | val_loss: 0.0312116 | Time: 2379.16 ms
[2022-04-08 09:49:33 main:574] : INFO : Epoch 1696 | loss: 0.0312095 | val_loss: 0.0312113 | Time: 2383.36 ms
[2022-04-08 09:49:36 main:574] : INFO : Epoch 1697 | loss: 0.0312073 | val_loss: 0.0312123 | Time: 2385.62 ms
[2022-04-08 09:49:38 main:574] : INFO : Epoch 1698 | loss: 0.0312067 | val_loss: 0.03121 | Time: 2384.63 ms
[2022-04-08 09:49:40 main:574] : INFO : Epoch 1699 | loss: 0.0312055 | val_loss: 0.0312097 | Time: 2380.83 ms
[2022-04-08 09:49:43 main:574] : INFO : Epoch 1700 | loss: 0.0312081 | val_loss: 0.0312117 | Time: 2383.77 ms
[2022-04-08 09:49:45 main:574] : INFO : Epoch 1701 | loss: 0.0312059 | val_loss: 0.0312078 | Time: 2385.64 ms
[2022-04-08 09:49:48 main:574] : INFO : Epoch 1702 | loss: 0.0312041 | val_loss: 0.0312087 | Time: 2393.2 ms
[2022-04-08 09:49:50 main:574] : INFO : Epoch 1703 | loss: 0.0312047 | val_loss: 0.0312082 | Time: 2387.99 ms
[2022-04-08 09:49:52 main:574] : INFO : Epoch 1704 | loss: 0.0312035 | val_loss: 0.0312101 | Time: 2388.38 ms
[2022-04-08 09:49:55 main:574] : INFO : Epoch 1705 | loss: 0.0312032 | val_loss: 0.0312113 | Time: 2391.62 ms
[2022-04-08 09:49:57 main:574] : INFO : Epoch 1706 | loss: 0.0312032 | val_loss: 0.0312061 | Time: 2384.91 ms
[2022-04-08 09:50:00 main:574] : INFO : Epoch 1707 | loss: 0.0312024 | val_loss: 0.0312113 | Time: 2382.22 ms
[2022-04-08 09:50:02 main:574] : INFO : Epoch 1708 | loss: 0.031205 | val_loss: 0.0312061 | Time: 2396.29 ms
[2022-04-08 09:50:04 main:574] : INFO : Epoch 1709 | loss: 0.0312016 | val_loss: 0.0312066 | Time: 2381.55 ms
[2022-04-08 09:50:07 main:574] : INFO : Epoch 1710 | loss: 0.0312005 | val_loss: 0.0312057 | Time: 2388.05 ms
[2022-04-08 09:50:09 main:574] : INFO : Epoch 1711 | loss: 0.0312009 | val_loss: 0.0312047 | Time: 2387.9 ms
[2022-04-08 09:50:12 main:574] : INFO : Epoch 1712 | loss: 0.0312021 | val_loss: 0.0312046 | Time: 2384.44 ms
[2022-04-08 09:50:14 main:574] : INFO : Epoch 1713 | loss: 0.0312027 | val_loss: 0.0312065 | Time: 2386.85 ms
[2022-04-08 09:50:16 main:574] : INFO : Epoch 1714 | loss: 0.0311992 | val_loss: 0.0312028 | Time: 2383.67 ms
[2022-04-08 09:50:19 main:574] : INFO : Epoch 1715 | loss: 0.0311985 | val_loss: 0.0312032 | Time: 2387.06 ms
[2022-04-08 09:50:21 main:574] : INFO : Epoch 1716 | loss: 0.031198 | val_loss: 0.0312024 | Time: 2387.64 ms
[2022-04-08 09:50:24 main:574] : INFO : Epoch 1717 | loss: 0.0311973 | val_loss: 0.0312026 | Time: 2387.13 ms
[2022-04-08 09:50:26 main:574] : INFO : Epoch 1718 | loss: 0.0311985 | val_loss: 0.0312037 | Time: 2387.54 ms
[2022-04-08 09:50:28 main:574] : INFO : Epoch 1719 | loss: 0.031197 | val_loss: 0.0312031 | Time: 2391.99 ms
[2022-04-08 09:50:31 main:574] : INFO : Epoch 1720 | loss: 0.0311973 | val_loss: 0.0312026 | Time: 2394.6 ms
[2022-04-08 09:50:33 main:574] : INFO : Epoch 1721 | loss: 0.0311964 | val_loss: 0.0312012 | Time: 2387.66 ms
[2022-04-08 09:50:36 main:574] : INFO : Epoch 1722 | loss: 0.0311962 | val_loss: 0.0312013 | Time: 2380.98 ms
[2022-04-08 09:50:38 main:574] : INFO : Epoch 1723 | loss: 0.0311965 | val_loss: 0.0312013 | Time: 2390.39 ms
[2022-04-08 09:50:40 main:574] : INFO : Epoch 1724 | loss: 0.0311961 | val_loss: 0.0312001 | Time: 2387.57 ms
[2022-04-08 09:50:43 main:574] : INFO : Epoch 1725 | loss: 0.0311945 | val_loss: 0.0311993 | Time: 2388.32 ms
[2022-04-08 09:50:45 main:574] : INFO : Epoch 1726 | loss: 0.0311946 | val_loss: 0.031199 | Time: 2387.5 ms
[2022-04-08 09:50:48 main:574] : INFO : Epoch 1727 | loss: 0.0311935 | val_loss: 0.0311973 | Time: 2380.53 ms
[2022-04-08 09:50:50 main:574] : INFO : Epoch 1728 | loss: 0.0311925 | val_loss: 0.0311974 | Time: 2386.23 ms
[2022-04-08 09:50:52 main:574] : INFO : Epoch 1729 | loss: 0.0311964 | val_loss: 0.0312032 | Time: 2380.22 ms
[2022-04-08 09:50:55 main:574] : INFO : Epoch 1730 | loss: 0.0311965 | val_loss: 0.0311981 | Time: 2389.3 ms
[2022-04-08 09:50:57 main:574] : INFO : Epoch 1731 | loss: 0.0311938 | val_loss: 0.0311973 | Time: 2384.4 ms
[2022-04-08 09:50:59 main:574] : INFO : Epoch 1732 | loss: 0.0311946 | val_loss: 0.0312001 | Time: 2384.18 ms
[2022-04-08 09:51:02 main:574] : INFO : Epoch 1733 | loss: 0.0311951 | val_loss: 0.0311974 | Time: 2387.65 ms
[2022-04-08 09:51:04 main:574] : INFO : Epoch 1734 | loss: 0.0311948 | val_loss: 0.0311957 | Time: 2383.13 ms
[2022-04-08 09:51:07 main:574] : INFO : Epoch 1735 | loss: 0.0311932 | val_loss: 0.031198 | Time: 2387.96 ms
[2022-04-08 09:51:09 main:574] : INFO : Epoch 1736 | loss: 0.031193 | val_loss: 0.0311951 | Time: 2383.41 ms
[2022-04-08 09:51:11 main:574] : INFO : Epoch 1737 | loss: 0.0311911 | val_loss: 0.0311934 | Time: 2386.1 ms
[2022-04-08 09:51:14 main:574] : INFO : Epoch 1738 | loss: 0.0311929 | val_loss: 0.031204 | Time: 2388.22 ms
[2022-04-08 09:51:16 main:574] : INFO : Epoch 1739 | loss: 0.031194 | val_loss: 0.031194 | Time: 2385.29 ms
[2022-04-08 09:51:19 main:574] : INFO : Epoch 1740 | loss: 0.0311919 | val_loss: 0.0311952 | Time: 2388.92 ms
[2022-04-08 09:51:21 main:574] : INFO : Epoch 1741 | loss: 0.0311903 | val_loss: 0.0311927 | Time: 2379.41 ms
[2022-04-08 09:51:23 main:574] : INFO : Epoch 1742 | loss: 0.03119 | val_loss: 0.0311935 | Time: 2389.68 ms
[2022-04-08 09:51:26 main:574] : INFO : Epoch 1743 | loss: 0.0311943 | val_loss: 0.0312047 | Time: 2386.15 ms
[2022-04-08 09:51:28 main:574] : INFO : Epoch 1744 | loss: 0.0312014 | val_loss: 0.0312061 | Time: 2382.21 ms
[2022-04-08 09:51:31 main:574] : INFO : Epoch 1745 | loss: 0.0312024 | val_loss: 0.0312052 | Time: 2389.27 ms
[2022-04-08 09:51:33 main:574] : INFO : Epoch 1746 | loss: 0.0312027 | val_loss: 0.0312028 | Time: 2385.55 ms
[2022-04-08 09:51:35 main:574] : INFO : Epoch 1747 | loss: 0.0311988 | val_loss: 0.0312039 | Time: 2385.46 ms
[2022-04-08 09:51:38 main:574] : INFO : Epoch 1748 | loss: 0.0311992 | val_loss: 0.0312018 | Time: 2388.95 ms
[2022-04-08 09:51:40 main:574] : INFO : Epoch 1749 | loss: 0.0311983 | val_loss: 0.0312069 | Time: 2384.12 ms
[2022-04-08 09:51:43 main:574] : INFO : Epoch 1750 | loss: 0.0312002 | val_loss: 0.0312068 | Time: 2385.2 ms
[2022-04-08 09:51:45 main:574] : INFO : Epoch 1751 | loss: 0.0312012 | val_loss: 0.0312068 | Time: 2382.02 ms
[2022-04-08 09:51:47 main:574] : INFO : Epoch 1752 | loss: 0.0311989 | val_loss: 0.0312006 | Time: 2382.06 ms
[2022-04-08 09:51:50 main:574] : INFO : Epoch 1753 | loss: 0.0311993 | val_loss: 0.0312035 | Time: 2386.15 ms
[2022-04-08 09:51:52 main:574] : INFO : Epoch 1754 | loss: 0.0312008 | val_loss: 0.0312039 | Time: 2390.32 ms
[2022-04-08 09:51:54 main:574] : INFO : Epoch 1755 | loss: 0.0311957 | val_loss: 0.0311997 | Time: 2389.69 ms
[2022-04-08 09:51:57 main:574] : INFO : Epoch 1756 | loss: 0.0311951 | val_loss: 0.0312009 | Time: 2378.42 ms
[2022-04-08 09:51:59 main:574] : INFO : Epoch 1757 | loss: 0.0311951 | val_loss: 0.0312001 | Time: 2393.87 ms
[2022-04-08 09:52:02 main:574] : INFO : Epoch 1758 | loss: 0.0311947 | val_loss: 0.0312009 | Time: 2387.01 ms
[2022-04-08 09:52:04 main:574] : INFO : Epoch 1759 | loss: 0.0311939 | val_loss: 0.0311998 | Time: 2383.49 ms
[2022-04-08 09:52:06 main:574] : INFO : Epoch 1760 | loss: 0.0311946 | val_loss: 0.0311983 | Time: 2381.83 ms
[2022-04-08 09:52:09 main:574] : INFO : Epoch 1761 | loss: 0.0311947 | val_loss: 0.0311982 | Time: 2377.49 ms
[2022-04-08 09:52:11 main:574] : INFO : Epoch 1762 | loss: 0.0311925 | val_loss: 0.0311996 | Time: 2381.36 ms
[2022-04-08 09:52:14 main:574] : INFO : Epoch 1763 | loss: 0.0311934 | val_loss: 0.0311982 | Time: 2383.73 ms
[2022-04-08 09:52:16 main:574] : INFO : Epoch 1764 | loss: 0.0311919 | val_loss: 0.0311984 | Time: 2376.31 ms
[2022-04-08 09:52:18 main:574] : INFO : Epoch 1765 | loss: 0.0311927 | val_loss: 0.0311978 | Time: 2383.34 ms
[2022-04-08 09:52:21 main:574] : INFO : Epoch 1766 | loss: 0.0311927 | val_loss: 0.0311975 | Time: 2378.29 ms
[2022-04-08 09:52:23 main:574] : INFO : Epoch 1767 | loss: 0.0311918 | val_loss: 0.0311981 | Time: 2382.07 ms
[2022-04-08 09:52:26 main:574] : INFO : Epoch 1768 | loss: 0.0311915 | val_loss: 0.0311977 | Time: 2378.03 ms
[2022-04-08 09:52:28 main:574] : INFO : Epoch 1769 | loss: 0.0311911 | val_loss: 0.0311988 | Time: 2379.92 ms
[2022-04-08 09:52:30 main:574] : INFO : Epoch 1770 | loss: 0.0311912 | val_loss: 0.0311961 | Time: 2376.24 ms
[2022-04-08 09:52:33 main:574] : INFO : Epoch 1771 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 2378.3 ms
[2022-04-08 09:52:35 main:574] : INFO : Epoch 1772 | loss: 0.0311916 | val_loss: 0.0311975 | Time: 2383.99 ms
[2022-04-08 09:52:37 main:574] : INFO : Epoch 1773 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 2374.82 ms
[2022-04-08 09:52:40 main:574] : INFO : Epoch 1774 | loss: 0.0311912 | val_loss: 0.0311968 | Time: 2383.82 ms
[2022-04-08 09:52:42 main:574] : INFO : Epoch 1775 | loss: 0.0311909 | val_loss: 0.031196 | Time: 2378.05 ms
[2022-04-08 09:52:45 main:574] : INFO : Epoch 1776 | loss: 0.0311904 | val_loss: 0.0311963 | Time: 2375.13 ms
[2022-04-08 09:52:47 main:574] : INFO : Epoch 1777 | loss: 0.0311904 | val_loss: 0.0311956 | Time: 2382.62 ms
[2022-04-08 09:52:49 main:574] : INFO : Epoch 1778 | loss: 0.0311891 | val_loss: 0.0311945 | Time: 2378.77 ms
[2022-04-08 09:52:52 main:574] : INFO : Epoch 1779 | loss: 0.0311918 | val_loss: 0.0311955 | Time: 2377.91 ms
[2022-04-08 09:52:54 main:574] : INFO : Epoch 1780 | loss: 0.0311896 | val_loss: 0.031195 | Time: 2379.45 ms
[2022-04-08 09:52:57 main:574] : INFO : Epoch 1781 | loss: 0.0311891 | val_loss: 0.0311987 | Time: 2374.96 ms
[2022-04-08 09:52:59 main:574] : INFO : Epoch 1782 | loss: 0.0311904 | val_loss: 0.0311944 | Time: 2381.76 ms
[2022-04-08 09:53:01 main:574] : INFO : Epoch 1783 | loss: 0.0311895 | val_loss: 0.0311949 | Time: 2380.99 ms
[2022-04-08 09:53:04 main:574] : INFO : Epoch 1784 | loss: 0.0311894 | val_loss: 0.0311936 | Time: 2379.92 ms
[2022-04-08 09:53:06 main:574] : INFO : Epoch 1785 | loss: 0.0311884 | val_loss: 0.0311942 | Time: 2386.76 ms
[2022-04-08 09:53:08 main:574] : INFO : Epoch 1786 | loss: 0.0311876 | val_loss: 0.0311932 | Time: 2378.48 ms
[2022-04-08 09:53:11 main:574] : INFO : Epoch 1787 | loss: 0.0311886 | val_loss: 0.0311941 | Time: 2385.54 ms
[2022-04-08 09:53:13 main:574] : INFO : Epoch 1788 | loss: 0.031189 | val_loss: 0.0312012 | Time: 2377.79 ms
[2022-04-08 09:53:16 main:574] : INFO : Epoch 1789 | loss: 0.0311889 | val_loss: 0.0311943 | Time: 2380.72 ms
[2022-04-08 09:53:18 main:574] : INFO : Epoch 1790 | loss: 0.0311897 | val_loss: 0.0311959 | Time: 2380.41 ms
[2022-04-08 09:53:20 main:574] : INFO : Epoch 1791 | loss: 0.0311875 | val_loss: 0.0311941 | Time: 2379.5 ms
[2022-04-08 09:53:23 main:574] : INFO : Epoch 1792 | loss: 0.0311873 | val_loss: 0.0311942 | Time: 2375.09 ms
[2022-04-08 09:53:25 main:574] : INFO : Epoch 1793 | loss: 0.0311889 | val_loss: 0.0311924 | Time: 2376.32 ms
[2022-04-08 09:53:28 main:574] : INFO : Epoch 1794 | loss: 0.0311886 | val_loss: 0.0311928 | Time: 2377.81 ms
[2022-04-08 09:53:30 main:574] : INFO : Epoch 1795 | loss: 0.0311872 | val_loss: 0.0311926 | Time: 2384.31 ms
[2022-04-08 09:53:32 main:574] : INFO : Epoch 1796 | loss: 0.0311873 | val_loss: 0.0311986 | Time: 2374.68 ms
[2022-04-08 09:53:35 main:574] : INFO : Epoch 1797 | loss: 0.0311903 | val_loss: 0.0311931 | Time: 2375.01 ms
[2022-04-08 09:53:37 main:574] : INFO : Epoch 1798 | loss: 0.0311874 | val_loss: 0.031193 | Time: 2379.02 ms
[2022-04-08 09:53:39 main:574] : INFO : Epoch 1799 | loss: 0.0311871 | val_loss: 0.0311939 | Time: 2381.72 ms
[2022-04-08 09:53:42 main:574] : INFO : Epoch 1800 | loss: 0.0311897 | val_loss: 0.0311926 | Time: 2380.17 ms
[2022-04-08 09:53:44 main:574] : INFO : Epoch 1801 | loss: 0.0311874 | val_loss: 0.0311925 | Time: 2379.44 ms
[2022-04-08 09:53:47 main:574] : INFO : Epoch 1802 | loss: 0.031187 | val_loss: 0.0311929 | Time: 2385.85 ms
[2022-04-08 09:53:49 main:574] : INFO : Epoch 1803 | loss: 0.0311871 | val_loss: 0.0311963 | Time: 2376.29 ms
[2022-04-08 09:53:51 main:574] : INFO : Epoch 1804 | loss: 0.0311872 | val_loss: 0.0311924 | Time: 2386.3 ms
[2022-04-08 09:53:54 main:574] : INFO : Epoch 1805 | loss: 0.0311863 | val_loss: 0.031192 | Time: 2377.58 ms
[2022-04-08 09:53:56 main:574] : INFO : Epoch 1806 | loss: 0.0311856 | val_loss: 0.0311913 | Time: 2380.35 ms
[2022-04-08 09:53:59 main:574] : INFO : Epoch 1807 | loss: 0.0311901 | val_loss: 0.0312003 | Time: 2382.43 ms
[2022-04-08 09:54:01 main:574] : INFO : Epoch 1808 | loss: 0.0311892 | val_loss: 0.0311956 | Time: 2380.51 ms
[2022-04-08 09:54:03 main:574] : INFO : Epoch 1809 | loss: 0.0311877 | val_loss: 0.0311917 | Time: 2384.77 ms
[2022-04-08 09:54:06 main:574] : INFO : Epoch 1810 | loss: 0.031185 | val_loss: 0.0311911 | Time: 2379.61 ms
[2022-04-08 09:54:08 main:574] : INFO : Epoch 1811 | loss: 0.0311841 | val_loss: 0.0311904 | Time: 2380.18 ms
[2022-04-08 09:54:11 main:574] : INFO : Epoch 1812 | loss: 0.0311842 | val_loss: 0.0311902 | Time: 2384.27 ms
[2022-04-08 09:54:13 main:574] : INFO : Epoch 1813 | loss: 0.0311852 | val_loss: 0.0311948 | Time: 2375.82 ms
[2022-04-08 09:54:15 main:574] : INFO : Epoch 1814 | loss: 0.0311862 | val_loss: 0.0311913 | Time: 2382.26 ms
[2022-04-08 09:54:18 main:574] : INFO : Epoch 1815 | loss: 0.0311847 | val_loss: 0.0311912 | Time: 2378.88 ms
[2022-04-08 09:54:20 main:574] : INFO : Epoch 1816 | loss: 0.031184 | val_loss: 0.03119 | Time: 2380.64 ms
[2022-04-08 09:54:22 main:574] : INFO : Epoch 1817 | loss: 0.0311833 | val_loss: 0.0311896 | Time: 2380.31 ms
[2022-04-08 09:54:25 main:574] : INFO : Epoch 1818 | loss: 0.0311832 | val_loss: 0.0311908 | Time: 2375.85 ms
[2022-04-08 09:54:27 main:574] : INFO : Epoch 1819 | loss: 0.0311832 | val_loss: 0.0311911 | Time: 2380.17 ms
[2022-04-08 09:54:30 main:574] : INFO : Epoch 1820 | loss: 0.0311872 | val_loss: 0.0311884 | Time: 2378.65 ms
[2022-04-08 09:54:32 main:574] : INFO : Epoch 1821 | loss: 0.0311879 | val_loss: 0.03119 | Time: 2378.68 ms
[2022-04-08 09:54:34 main:574] : INFO : Epoch 1822 | loss: 0.0311876 | val_loss: 0.0311879 | Time: 2382.89 ms
[2022-04-08 09:54:37 main:574] : INFO : Epoch 1823 | loss: 0.0311904 | val_loss: 0.0311932 | Time: 2377.89 ms
[2022-04-08 09:54:39 main:574] : INFO : Epoch 1824 | loss: 0.0311905 | val_loss: 0.0311921 | Time: 2379.21 ms
[2022-04-08 09:54:42 main:574] : INFO : Epoch 1825 | loss: 0.0311901 | val_loss: 0.0311906 | Time: 2381.58 ms
[2022-04-08 09:54:44 main:574] : INFO : Epoch 1826 | loss: 0.0311885 | val_loss: 0.03119 | Time: 2386.7 ms
[2022-04-08 09:54:46 main:574] : INFO : Epoch 1827 | loss: 0.0311878 | val_loss: 0.0311891 | Time: 2375.83 ms
[2022-04-08 09:54:49 main:574] : INFO : Epoch 1828 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 2379.23 ms
[2022-04-08 09:54:51 main:574] : INFO : Epoch 1829 | loss: 0.031189 | val_loss: 0.0311939 | Time: 2384.5 ms
[2022-04-08 09:54:53 main:574] : INFO : Epoch 1830 | loss: 0.0311873 | val_loss: 0.0311902 | Time: 2379.68 ms
[2022-04-08 09:54:56 main:574] : INFO : Epoch 1831 | loss: 0.0311856 | val_loss: 0.0311895 | Time: 2379.15 ms
[2022-04-08 09:54:58 main:574] : INFO : Epoch 1832 | loss: 0.031185 | val_loss: 0.03119 | Time: 2377.53 ms
[2022-04-08 09:55:01 main:574] : INFO : Epoch 1833 | loss: 0.0311867 | val_loss: 0.0311898 | Time: 2381.86 ms
[2022-04-08 09:55:03 main:574] : INFO : Epoch 1834 | loss: 0.0311844 | val_loss: 0.0311884 | Time: 2384.19 ms
[2022-04-08 09:55:05 main:574] : INFO : Epoch 1835 | loss: 0.031184 | val_loss: 0.0311905 | Time: 2374.03 ms
[2022-04-08 09:55:08 main:574] : INFO : Epoch 1836 | loss: 0.0311843 | val_loss: 0.0311878 | Time: 2381.44 ms
[2022-04-08 09:55:10 main:574] : INFO : Epoch 1837 | loss: 0.0311836 | val_loss: 0.0311889 | Time: 2374.79 ms
[2022-04-08 09:55:13 main:574] : INFO : Epoch 1838 | loss: 0.0311837 | val_loss: 0.031189 | Time: 2380.93 ms
[2022-04-08 09:55:15 main:574] : INFO : Epoch 1839 | loss: 0.0311836 | val_loss: 0.0311882 | Time: 2378.3 ms
[2022-04-08 09:55:17 main:574] : INFO : Epoch 1840 | loss: 0.0311835 | val_loss: 0.0311899 | Time: 2378.49 ms
[2022-04-08 09:55:20 main:574] : INFO : Epoch 1841 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 2383.85 ms
[2022-04-08 09:55:22 main:574] : INFO : Epoch 1842 | loss: 0.0311843 | val_loss: 0.0311927 | Time: 2381.39 ms
[2022-04-08 09:55:24 main:574] : INFO : Epoch 1843 | loss: 0.0311849 | val_loss: 0.0311925 | Time: 2382.19 ms
[2022-04-08 09:55:27 main:574] : INFO : Epoch 1844 | loss: 0.0311949 | val_loss: 0.0311958 | Time: 2380.27 ms
[2022-04-08 09:55:29 main:574] : INFO : Epoch 1845 | loss: 0.0312277 | val_loss: 0.0312533 | Time: 2374.31 ms
[2022-04-08 09:55:32 main:574] : INFO : Epoch 1846 | loss: 0.0314733 | val_loss: 0.0325853 | Time: 2380.69 ms
[2022-04-08 09:55:34 main:574] : INFO : Epoch 1847 | loss: 0.0328043 | val_loss: 0.0352808 | Time: 2382.78 ms
[2022-04-08 09:55:36 main:574] : INFO : Epoch 1848 | loss: 0.0318533 | val_loss: 0.0313068 | Time: 2377.48 ms
[2022-04-08 09:55:39 main:574] : INFO : Epoch 1849 | loss: 0.0312845 | val_loss: 0.0312317 | Time: 2379.46 ms
[2022-04-08 09:55:41 main:574] : INFO : Epoch 1850 | loss: 0.0312024 | val_loss: 0.0311962 | Time: 2376.37 ms
[2022-04-08 09:55:44 main:574] : INFO : Epoch 1851 | loss: 0.0311884 | val_loss: 0.0311922 | Time: 2385.27 ms
[2022-04-08 09:55:46 main:574] : INFO : Epoch 1852 | loss: 0.0311852 | val_loss: 0.0311905 | Time: 2379.75 ms
[2022-04-08 09:55:48 main:574] : INFO : Epoch 1853 | loss: 0.0311841 | val_loss: 0.0311895 | Time: 2386.46 ms
[2022-04-08 09:55:51 main:574] : INFO : Epoch 1854 | loss: 0.0311842 | val_loss: 0.0311895 | Time: 2380.01 ms
[2022-04-08 09:55:53 main:574] : INFO : Epoch 1855 | loss: 0.0311829 | val_loss: 0.0311887 | Time: 2376.71 ms
[2022-04-08 09:55:56 main:574] : INFO : Epoch 1856 | loss: 0.0311823 | val_loss: 0.0311909 | Time: 2376.05 ms
[2022-04-08 09:55:58 main:574] : INFO : Epoch 1857 | loss: 0.0311836 | val_loss: 0.0311924 | Time: 2377.16 ms
[2022-04-08 09:56:00 main:574] : INFO : Epoch 1858 | loss: 0.0311822 | val_loss: 0.031188 | Time: 2383.85 ms
[2022-04-08 09:56:03 main:574] : INFO : Epoch 1859 | loss: 0.0311809 | val_loss: 0.0311878 | Time: 2378.35 ms
[2022-04-08 09:56:05 main:574] : INFO : Epoch 1860 | loss: 0.0311816 | val_loss: 0.0311908 | Time: 2382.43 ms
[2022-04-08 09:56:07 main:574] : INFO : Epoch 1861 | loss: 0.0311828 | val_loss: 0.0311902 | Time: 2387.62 ms
[2022-04-08 09:56:10 main:574] : INFO : Epoch 1862 | loss: 0.0311832 | val_loss: 0.031188 | Time: 2376.55 ms
[2022-04-08 09:56:12 main:574] : INFO : Epoch 1863 | loss: 0.0311811 | val_loss: 0.0311879 | Time: 2384.17 ms
[2022-04-08 09:56:15 main:574] : INFO : Epoch 1864 | loss: 0.0311815 | val_loss: 0.0311882 | Time: 2382.19 ms
[2022-04-08 09:56:17 main:574] : INFO : Epoch 1865 | loss: 0.0311802 | val_loss: 0.0311882 | Time: 2385.66 ms
[2022-04-08 09:56:19 main:574] : INFO : Epoch 1866 | loss: 0.0311805 | val_loss: 0.0311892 | Time: 2385.8 ms
[2022-04-08 09:56:22 main:574] : INFO : Epoch 1867 | loss: 0.0311809 | val_loss: 0.0311876 | Time: 2379 ms
[2022-04-08 09:56:24 main:574] : INFO : Epoch 1868 | loss: 0.0311797 | val_loss: 0.0311871 | Time: 2378.09 ms
[2022-04-08 09:56:27 main:574] : INFO : Epoch 1869 | loss: 0.0311792 | val_loss: 0.0311898 | Time: 2380.59 ms
[2022-04-08 09:56:29 main:574] : INFO : Epoch 1870 | loss: 0.0311794 | val_loss: 0.0311875 | Time: 2379.34 ms
[2022-04-08 09:56:31 main:574] : INFO : Epoch 1871 | loss: 0.0311787 | val_loss: 0.0311878 | Time: 2380.97 ms
[2022-04-08 09:56:34 main:574] : INFO : Epoch 1872 | loss: 0.0311797 | val_loss: 0.0311887 | Time: 2386.39 ms
[2022-04-08 09:56:36 main:574] : INFO : Epoch 1873 | loss: 0.0311799 | val_loss: 0.0311876 | Time: 2384.92 ms
[2022-04-08 09:56:38 main:574] : INFO : Epoch 1874 | loss: 0.0311794 | val_loss: 0.0311889 | Time: 2381.28 ms
[2022-04-08 09:56:41 main:574] : INFO : Epoch 1875 | loss: 0.0311791 | val_loss: 0.0311874 | Time: 2382.95 ms
[2022-04-08 09:56:43 main:574] : INFO : Epoch 1876 | loss: 0.0311785 | val_loss: 0.0311868 | Time: 2379.48 ms
[2022-04-08 09:56:46 main:574] : INFO : Epoch 1877 | loss: 0.0311785 | val_loss: 0.031187 | Time: 2381.01 ms
[2022-04-08 09:56:48 main:574] : INFO : Epoch 1878 | loss: 0.0311784 | val_loss: 0.0311874 | Time: 2380.81 ms
[2022-04-08 09:56:50 main:574] : INFO : Epoch 1879 | loss: 0.0311789 | val_loss: 0.0311867 | Time: 2378.03 ms
[2022-04-08 09:56:53 main:574] : INFO : Epoch 1880 | loss: 0.0311779 | val_loss: 0.0311878 | Time: 2380.61 ms
[2022-04-08 09:56:55 main:574] : INFO : Epoch 1881 | loss: 0.0311785 | val_loss: 0.0311871 | Time: 2379.78 ms
[2022-04-08 09:56:58 main:574] : INFO : Epoch 1882 | loss: 0.031178 | val_loss: 0.0311869 | Time: 2376.34 ms
[2022-04-08 09:57:00 main:574] : INFO : Epoch 1883 | loss: 0.0311778 | val_loss: 0.0311878 | Time: 2381.67 ms
[2022-04-08 09:57:02 main:574] : INFO : Epoch 1884 | loss: 0.0311778 | val_loss: 0.0311872 | Time: 2379.98 ms
[2022-04-08 09:57:05 main:574] : INFO : Epoch 1885 | loss: 0.0311799 | val_loss: 0.0311869 | Time: 2377.76 ms
[2022-04-08 09:57:07 main:574] : INFO : Epoch 1886 | loss: 0.0311785 | val_loss: 0.0311867 | Time: 2376.9 ms
[2022-04-08 09:57:10 main:574] : INFO : Epoch 1887 | loss: 0.0311795 | val_loss: 0.0311884 | Time: 2378.18 ms
[2022-04-08 09:57:12 main:574] : INFO : Epoch 1888 | loss: 0.031179 | val_loss: 0.0311862 | Time: 2381.22 ms
[2022-04-08 09:57:14 main:574] : INFO : Epoch 1889 | loss: 0.0311781 | val_loss: 0.0311869 | Time: 2378.2 ms
[2022-04-08 09:57:17 main:574] : INFO : Epoch 1890 | loss: 0.0311775 | val_loss: 0.0311879 | Time: 2386.46 ms
[2022-04-08 09:57:19 main:574] : INFO : Epoch 1891 | loss: 0.031178 | val_loss: 0.0311876 | Time: 2376.56 ms
[2022-04-08 09:57:21 main:574] : INFO : Epoch 1892 | loss: 0.0311776 | val_loss: 0.0311868 | Time: 2378.79 ms
[2022-04-08 09:57:24 main:574] : INFO : Epoch 1893 | loss: 0.0311781 | val_loss: 0.031189 | Time: 2379.74 ms
[2022-04-08 09:57:26 main:574] : INFO : Epoch 1894 | loss: 0.0311779 | val_loss: 0.0311877 | Time: 2378 ms
[2022-04-08 09:57:29 main:574] : INFO : Epoch 1895 | loss: 0.0311772 | val_loss: 0.0311866 | Time: 2378.12 ms
[2022-04-08 09:57:31 main:574] : INFO : Epoch 1896 | loss: 0.0311768 | val_loss: 0.031187 | Time: 2375.83 ms
[2022-04-08 09:57:33 main:574] : INFO : Epoch 1897 | loss: 0.0311771 | val_loss: 0.0311868 | Time: 2386.42 ms
[2022-04-08 09:57:36 main:574] : INFO : Epoch 1898 | loss: 0.031177 | val_loss: 0.0311873 | Time: 2385.37 ms
[2022-04-08 09:57:38 main:574] : INFO : Epoch 1899 | loss: 0.0311768 | val_loss: 0.0311869 | Time: 2379.36 ms
[2022-04-08 09:57:41 main:574] : INFO : Epoch 1900 | loss: 0.0311762 | val_loss: 0.0311881 | Time: 2387.7 ms
[2022-04-08 09:57:43 main:574] : INFO : Epoch 1901 | loss: 0.031177 | val_loss: 0.0311886 | Time: 2379.77 ms
[2022-04-08 09:57:45 main:574] : INFO : Epoch 1902 | loss: 0.0311766 | val_loss: 0.0311872 | Time: 2375.33 ms
[2022-04-08 09:57:48 main:574] : INFO : Epoch 1903 | loss: 0.0311762 | val_loss: 0.0311876 | Time: 2378.3 ms
[2022-04-08 09:57:50 main:574] : INFO : Epoch 1904 | loss: 0.0311763 | val_loss: 0.0311864 | Time: 2378.11 ms
[2022-04-08 09:57:52 main:574] : INFO : Epoch 1905 | loss: 0.0311766 | val_loss: 0.031192 | Time: 2380.46 ms
[2022-04-08 09:57:55 main:574] : INFO : Epoch 1906 | loss: 0.0311771 | val_loss: 0.0311874 | Time: 2379.28 ms
[2022-04-08 09:57:57 main:574] : INFO : Epoch 1907 | loss: 0.0311769 | val_loss: 0.0311887 | Time: 2379.57 ms
[2022-04-08 09:58:00 main:574] : INFO : Epoch 1908 | loss: 0.0311765 | val_loss: 0.0311874 | Time: 2381.81 ms
[2022-04-08 09:58:02 main:574] : INFO : Epoch 1909 | loss: 0.0311775 | val_loss: 0.0311886 | Time: 2380.86 ms
[2022-04-08 09:58:04 main:574] : INFO : Epoch 1910 | loss: 0.0311767 | val_loss: 0.0311872 | Time: 2378.8 ms
[2022-04-08 09:58:07 main:574] : INFO : Epoch 1911 | loss: 0.031176 | val_loss: 0.0311874 | Time: 2376.9 ms
[2022-04-08 09:58:09 main:574] : INFO : Epoch 1912 | loss: 0.0311762 | val_loss: 0.0311886 | Time: 2381.22 ms
[2022-04-08 09:58:12 main:574] : INFO : Epoch 1913 | loss: 0.0311769 | val_loss: 0.0311888 | Time: 2379.39 ms
[2022-04-08 09:58:14 main:574] : INFO : Epoch 1914 | loss: 0.0311761 | val_loss: 0.0311872 | Time: 2384.23 ms
[2022-04-08 09:58:16 main:574] : INFO : Epoch 1915 | loss: 0.0311772 | val_loss: 0.0311881 | Time: 2382.93 ms
[2022-04-08 09:58:19 main:574] : INFO : Epoch 1916 | loss: 0.0311764 | val_loss: 0.0311868 | Time: 2379.6 ms
[2022-04-08 09:58:21 main:574] : INFO : Epoch 1917 | loss: 0.0311752 | val_loss: 0.0311872 | Time: 2382.94 ms
[2022-04-08 09:58:23 main:574] : INFO : Epoch 1918 | loss: 0.0311754 | val_loss: 0.0311867 | Time: 2385.79 ms
[2022-04-08 09:58:26 main:574] : INFO : Epoch 1919 | loss: 0.0311766 | val_loss: 0.0311872 | Time: 2377.52 ms
[2022-04-08 09:58:28 main:574] : INFO : Epoch 1920 | loss: 0.0311771 | val_loss: 0.0311905 | Time: 2380.58 ms
[2022-04-08 09:58:31 main:574] : INFO : Epoch 1921 | loss: 0.0311769 | val_loss: 0.0311897 | Time: 2376.23 ms
[2022-04-08 09:58:33 main:574] : INFO : Epoch 1922 | loss: 0.031176 | val_loss: 0.0311911 | Time: 2378.16 ms
[2022-04-08 09:58:35 main:574] : INFO : Epoch 1923 | loss: 0.0311754 | val_loss: 0.0311867 | Time: 2385.32 ms
[2022-04-08 09:58:38 main:574] : INFO : Epoch 1924 | loss: 0.0311757 | val_loss: 0.031187 | Time: 2379.4 ms
[2022-04-08 09:58:40 main:574] : INFO : Epoch 1925 | loss: 0.0311753 | val_loss: 0.031187 | Time: 2380.11 ms
[2022-04-08 09:58:43 main:574] : INFO : Epoch 1926 | loss: 0.0311744 | val_loss: 0.0311887 | Time: 2375.14 ms
[2022-04-08 09:58:45 main:574] : INFO : Epoch 1927 | loss: 0.0311761 | val_loss: 0.0311877 | Time: 2381.19 ms
[2022-04-08 09:58:47 main:574] : INFO : Epoch 1928 | loss: 0.0311751 | val_loss: 0.0311869 | Time: 2376.95 ms
[2022-04-08 09:58:50 main:574] : INFO : Epoch 1929 | loss: 0.0311753 | val_loss: 0.0311873 | Time: 2378.21 ms
[2022-04-08 09:58:52 main:574] : INFO : Epoch 1930 | loss: 0.0311747 | val_loss: 0.0311875 | Time: 2378.5 ms
[2022-04-08 09:58:55 main:574] : INFO : Epoch 1931 | loss: 0.0311749 | val_loss: 0.0311867 | Time: 2379.35 ms
[2022-04-08 09:58:57 main:574] : INFO : Epoch 1932 | loss: 0.0311743 | val_loss: 0.0311866 | Time: 2381.46 ms
[2022-04-08 09:58:59 main:574] : INFO : Epoch 1933 | loss: 0.0311745 | val_loss: 0.0311881 | Time: 2377.66 ms
[2022-04-08 09:59:02 main:574] : INFO : Epoch 1934 | loss: 0.0311742 | val_loss: 0.0311884 | Time: 2384.28 ms
[2022-04-08 09:59:04 main:574] : INFO : Epoch 1935 | loss: 0.0311744 | val_loss: 0.0311892 | Time: 2380.68 ms
[2022-04-08 09:59:06 main:574] : INFO : Epoch 1936 | loss: 0.0311748 | val_loss: 0.031188 | Time: 2376.69 ms
[2022-04-08 09:59:09 main:574] : INFO : Epoch 1937 | loss: 0.0311743 | val_loss: 0.0311882 | Time: 2379.67 ms
[2022-04-08 09:59:11 main:574] : INFO : Epoch 1938 | loss: 0.0311741 | val_loss: 0.0311877 | Time: 2376.27 ms
[2022-04-08 09:59:14 main:574] : INFO : Epoch 1939 | loss: 0.0311753 | val_loss: 0.0311903 | Time: 2379.34 ms
[2022-04-08 09:59:16 main:574] : INFO : Epoch 1940 | loss: 0.0311753 | val_loss: 0.0311908 | Time: 2379.17 ms
[2022-04-08 09:59:18 main:574] : INFO : Epoch 1941 | loss: 0.031174 | val_loss: 0.0311904 | Time: 2381.46 ms
[2022-04-08 09:59:21 main:574] : INFO : Epoch 1942 | loss: 0.0311738 | val_loss: 0.0311872 | Time: 2378.19 ms
[2022-04-08 09:59:23 main:574] : INFO : Epoch 1943 | loss: 0.0311735 | val_loss: 0.031188 | Time: 2375.15 ms
[2022-04-08 09:59:26 main:574] : INFO : Epoch 1944 | loss: 0.0311737 | val_loss: 0.0311891 | Time: 2379.12 ms
[2022-04-08 09:59:28 main:574] : INFO : Epoch 1945 | loss: 0.0311739 | val_loss: 0.0311893 | Time: 2376.8 ms
[2022-04-08 09:59:30 main:574] : INFO : Epoch 1946 | loss: 0.031173 | val_loss: 0.0311902 | Time: 2378.28 ms
[2022-04-08 09:59:33 main:574] : INFO : Epoch 1947 | loss: 0.031174 | val_loss: 0.0311905 | Time: 2384.11 ms
[2022-04-08 09:59:35 main:574] : INFO : Epoch 1948 | loss: 0.0311745 | val_loss: 0.0311908 | Time: 2377.68 ms
[2022-04-08 09:59:37 main:574] : INFO : Epoch 1949 | loss: 0.0311753 | val_loss: 0.0311901 | Time: 2387.75 ms
[2022-04-08 09:59:40 main:574] : INFO : Epoch 1950 | loss: 0.0311747 | val_loss: 0.0311893 | Time: 2378.8 ms
[2022-04-08 09:59:42 main:574] : INFO : Epoch 1951 | loss: 0.0311732 | val_loss: 0.031188 | Time: 2382.43 ms
[2022-04-08 09:59:45 main:574] : INFO : Epoch 1952 | loss: 0.0311729 | val_loss: 0.03119 | Time: 2381.56 ms
[2022-04-08 09:59:47 main:574] : INFO : Epoch 1953 | loss: 0.0311753 | val_loss: 0.0311896 | Time: 2378.87 ms
[2022-04-08 09:59:49 main:574] : INFO : Epoch 1954 | loss: 0.0311762 | val_loss: 0.0311882 | Time: 2381.18 ms
[2022-04-08 09:59:52 main:574] : INFO : Epoch 1955 | loss: 0.0311769 | val_loss: 0.0311877 | Time: 2375.4 ms
[2022-04-08 09:59:54 main:574] : INFO : Epoch 1956 | loss: 0.0311755 | val_loss: 0.0311887 | Time: 2382.1 ms
[2022-04-08 09:59:57 main:574] : INFO : Epoch 1957 | loss: 0.0311743 | val_loss: 0.0311879 | Time: 2377.84 ms
[2022-04-08 09:59:59 main:574] : INFO : Epoch 1958 | loss: 0.0311769 | val_loss: 0.0311928 | Time: 2382.42 ms
[2022-04-08 10:00:02 main:574] : INFO : Epoch 1959 | loss: 0.0311772 | val_loss: 0.0311899 | Time: 2672.33 ms
[2022-04-08 10:00:04 main:574] : INFO : Epoch 1960 | loss: 0.0311749 | val_loss: 0.0311897 | Time: 2377.32 ms
[2022-04-08 10:00:06 main:574] : INFO : Epoch 1961 | loss: 0.0311743 | val_loss: 0.0311875 | Time: 2380.11 ms
[2022-04-08 10:00:09 main:574] : INFO : Epoch 1962 | loss: 0.0311737 | val_loss: 0.0311882 | Time: 2380.89 ms
[2022-04-08 10:00:11 main:574] : INFO : Epoch 1963 | loss: 0.0311735 | val_loss: 0.0311892 | Time: 2378.45 ms
[2022-04-08 10:00:14 main:574] : INFO : Epoch 1964 | loss: 0.0311733 | val_loss: 0.0311882 | Time: 2385.51 ms
[2022-04-08 10:00:16 main:574] : INFO : Epoch 1965 | loss: 0.0311729 | val_loss: 0.0311871 | Time: 2378.77 ms
[2022-04-08 10:00:18 main:574] : INFO : Epoch 1966 | loss: 0.0311731 | val_loss: 0.0311877 | Time: 2379.89 ms
[2022-04-08 10:00:21 main:574] : INFO : Epoch 1967 | loss: 0.0311728 | val_loss: 0.0311889 | Time: 2380.97 ms
[2022-04-08 10:00:23 main:574] : INFO : Epoch 1968 | loss: 0.0311736 | val_loss: 0.0311886 | Time: 2374.28 ms
[2022-04-08 10:00:25 main:574] : INFO : Epoch 1969 | loss: 0.0311733 | val_loss: 0.0311884 | Time: 2381.71 ms
[2022-04-08 10:00:28 main:574] : INFO : Epoch 1970 | loss: 0.031173 | val_loss: 0.0311877 | Time: 2379.22 ms
[2022-04-08 10:00:30 main:574] : INFO : Epoch 1971 | loss: 0.0311719 | val_loss: 0.0311885 | Time: 2375.47 ms
[2022-04-08 10:00:33 main:574] : INFO : Epoch 1972 | loss: 0.031173 | val_loss: 0.0311902 | Time: 2378.88 ms
[2022-04-08 10:00:35 main:574] : INFO : Epoch 1973 | loss: 0.031173 | val_loss: 0.0311876 | Time: 2374.34 ms
[2022-04-08 10:00:37 main:574] : INFO : Epoch 1974 | loss: 0.0311719 | val_loss: 0.0311892 | Time: 2380.26 ms
[2022-04-08 10:00:40 main:574] : INFO : Epoch 1975 | loss: 0.0311736 | val_loss: 0.0311886 | Time: 2377.35 ms
[2022-04-08 10:00:42 main:574] : INFO : Epoch 1976 | loss: 0.0311728 | val_loss: 0.0311893 | Time: 2383.06 ms
[2022-04-08 10:00:45 main:574] : INFO : Epoch 1977 | loss: 0.031174 | val_loss: 0.0311865 | Time: 2379.98 ms
[2022-04-08 10:00:47 main:574] : INFO : Epoch 1978 | loss: 0.0311748 | val_loss: 0.0311876 | Time: 2378.61 ms
[2022-04-08 10:00:49 main:574] : INFO : Epoch 1979 | loss: 0.0311759 | val_loss: 0.0311874 | Time: 2381.79 ms
[2022-04-08 10:00:52 main:574] : INFO : Epoch 1980 | loss: 0.0311794 | val_loss: 0.0311902 | Time: 2376.3 ms
[2022-04-08 10:00:54 main:574] : INFO : Epoch 1981 | loss: 0.0311784 | val_loss: 0.0311882 | Time: 2379.9 ms
[2022-04-08 10:00:56 main:574] : INFO : Epoch 1982 | loss: 0.0311768 | val_loss: 0.0311916 | Time: 2379.36 ms
[2022-04-08 10:00:59 main:574] : INFO : Epoch 1983 | loss: 0.031177 | val_loss: 0.0311887 | Time: 2378.14 ms
[2022-04-08 10:01:01 main:574] : INFO : Epoch 1984 | loss: 0.0311755 | val_loss: 0.0311887 | Time: 2385.84 ms
[2022-04-08 10:01:04 main:574] : INFO : Epoch 1985 | loss: 0.0311746 | val_loss: 0.031189 | Time: 2377.92 ms
[2022-04-08 10:01:06 main:574] : INFO : Epoch 1986 | loss: 0.0311754 | val_loss: 0.0311884 | Time: 2382.91 ms
[2022-04-08 10:01:08 main:574] : INFO : Epoch 1987 | loss: 0.0311744 | val_loss: 0.0311881 | Time: 2384.01 ms
[2022-04-08 10:01:11 main:574] : INFO : Epoch 1988 | loss: 0.0311735 | val_loss: 0.0311883 | Time: 2380.34 ms
[2022-04-08 10:01:13 main:574] : INFO : Epoch 1989 | loss: 0.0311745 | val_loss: 0.0311885 | Time: 2384.88 ms
[2022-04-08 10:01:16 main:574] : INFO : Epoch 1990 | loss: 0.0311751 | val_loss: 0.0311876 | Time: 2375.64 ms
[2022-04-08 10:01:18 main:574] : INFO : Epoch 1991 | loss: 0.0311753 | val_loss: 0.0311899 | Time: 2381.22 ms
[2022-04-08 10:01:20 main:574] : INFO : Epoch 1992 | loss: 0.0311748 | val_loss: 0.0311893 | Time: 2382.52 ms
[2022-04-08 10:01:23 main:574] : INFO : Epoch 1993 | loss: 0.0311745 | val_loss: 0.0311892 | Time: 2380.03 ms
[2022-04-08 10:01:25 main:574] : INFO : Epoch 1994 | loss: 0.0311754 | val_loss: 0.0311865 | Time: 2385.37 ms
[2022-04-08 10:01:28 main:574] : INFO : Epoch 1995 | loss: 0.031174 | val_loss: 0.031187 | Time: 2379.89 ms
[2022-04-08 10:01:30 main:574] : INFO : Epoch 1996 | loss: 0.0311746 | val_loss: 0.0311877 | Time: 2381.43 ms
[2022-04-08 10:01:32 main:574] : INFO : Epoch 1997 | loss: 0.0311762 | val_loss: 0.0311873 | Time: 2378.71 ms
[2022-04-08 10:01:35 main:574] : INFO : Epoch 1998 | loss: 0.0311752 | val_loss: 0.031191 | Time: 2381.82 ms
[2022-04-08 10:01:37 main:574] : INFO : Epoch 1999 | loss: 0.0311763 | val_loss: 0.0311904 | Time: 2377.92 ms
[2022-04-08 10:01:39 main:574] : INFO : Epoch 2000 | loss: 0.031174 | val_loss: 0.0311881 | Time: 2380.22 ms
[2022-04-08 10:01:42 main:574] : INFO : Epoch 2001 | loss: 0.0311735 | val_loss: 0.0311873 | Time: 2381.33 ms
[2022-04-08 10:01:44 main:574] : INFO : Epoch 2002 | loss: 0.0311741 | val_loss: 0.0311886 | Time: 2374.8 ms
[2022-04-08 10:01:47 main:574] : INFO : Epoch 2003 | loss: 0.0311744 | val_loss: 0.031189 | Time: 2380.72 ms
[2022-04-08 10:01:49 main:574] : INFO : Epoch 2004 | loss: 0.0311731 | val_loss: 0.0311911 | Time: 2382.57 ms
[2022-04-08 10:01:51 main:574] : INFO : Epoch 2005 | loss: 0.0311727 | val_loss: 0.0311885 | Time: 2376.1 ms
[2022-04-08 10:01:54 main:574] : INFO : Epoch 2006 | loss: 0.0311723 | val_loss: 0.0311908 | Time: 2380.89 ms
[2022-04-08 10:01:56 main:574] : INFO : Epoch 2007 | loss: 0.0311725 | val_loss: 0.0311892 | Time: 2377.56 ms
[2022-04-08 10:01:59 main:574] : INFO : Epoch 2008 | loss: 0.0311747 | val_loss: 0.0311883 | Time: 2381.37 ms
[2022-04-08 10:02:01 main:574] : INFO : Epoch 2009 | loss: 0.0311733 | val_loss: 0.0311888 | Time: 2382.6 ms
[2022-04-08 10:02:03 main:574] : INFO : Epoch 2010 | loss: 0.0311731 | val_loss: 0.0311886 | Time: 2380.27 ms
[2022-04-08 10:02:06 main:574] : INFO : Epoch 2011 | loss: 0.0311738 | val_loss: 0.0311914 | Time: 2384.34 ms
[2022-04-08 10:02:08 main:574] : INFO : Epoch 2012 | loss: 0.0311731 | val_loss: 0.0311883 | Time: 2376.99 ms
[2022-04-08 10:02:10 main:574] : INFO : Epoch 2013 | loss: 0.0311726 | val_loss: 0.0311876 | Time: 2380.33 ms
[2022-04-08 10:02:13 main:574] : INFO : Epoch 2014 | loss: 0.0311726 | val_loss: 0.0311882 | Time: 2375.49 ms
[2022-04-08 10:02:15 main:574] : INFO : Epoch 2015 | loss: 0.031173 | val_loss: 0.0311897 | Time: 2380.36 ms
[2022-04-08 10:02:18 main:574] : INFO : Epoch 2016 | loss: 0.0311725 | val_loss: 0.0311893 | Time: 2381.52 ms
[2022-04-08 10:02:20 main:574] : INFO : Epoch 2017 | loss: 0.0311718 | val_loss: 0.0311894 | Time: 2379.47 ms
[2022-04-08 10:02:22 main:574] : INFO : Epoch 2018 | loss: 0.0311717 | val_loss: 0.0311874 | Time: 2383.16 ms
[2022-04-08 10:02:25 main:574] : INFO : Epoch 2019 | loss: 0.0311713 | val_loss: 0.0311906 | Time: 2375.62 ms
[2022-04-08 10:02:27 main:574] : INFO : Epoch 2020 | loss: 0.0311723 | val_loss: 0.0311884 | Time: 2387.16 ms
[2022-04-08 10:02:30 main:574] : INFO : Epoch 2021 | loss: 0.0311713 | val_loss: 0.0311886 | Time: 2379.78 ms
[2022-04-08 10:02:32 main:574] : INFO : Epoch 2022 | loss: 0.0311707 | val_loss: 0.03119 | Time: 2375.98 ms
[2022-04-08 10:02:34 main:574] : INFO : Epoch 2023 | loss: 0.0311722 | val_loss: 0.0311901 | Time: 2381.08 ms
[2022-04-08 10:02:37 main:574] : INFO : Epoch 2024 | loss: 0.0311729 | val_loss: 0.031187 | Time: 2377.73 ms
[2022-04-08 10:02:39 main:574] : INFO : Epoch 2025 | loss: 0.0311727 | val_loss: 0.0311878 | Time: 2380.92 ms
[2022-04-08 10:02:42 main:574] : INFO : Epoch 2026 | loss: 0.0311746 | val_loss: 0.0311924 | Time: 2379.33 ms
[2022-04-08 10:02:44 main:574] : INFO : Epoch 2027 | loss: 0.0311786 | val_loss: 0.0311897 | Time: 2380.32 ms
[2022-04-08 10:02:46 main:574] : INFO : Epoch 2028 | loss: 0.0311754 | val_loss: 0.0311918 | Time: 2384.74 ms
[2022-04-08 10:02:49 main:574] : INFO : Epoch 2029 | loss: 0.0311753 | val_loss: 0.0311882 | Time: 2377.94 ms
[2022-04-08 10:02:51 main:574] : INFO : Epoch 2030 | loss: 0.0311746 | val_loss: 0.0311874 | Time: 2391.77 ms
[2022-04-08 10:02:53 main:574] : INFO : Epoch 2031 | loss: 0.0311736 | val_loss: 0.0311876 | Time: 2381.27 ms
[2022-04-08 10:02:56 main:574] : INFO : Epoch 2032 | loss: 0.0311752 | val_loss: 0.0311874 | Time: 2380.27 ms
[2022-04-08 10:02:58 main:574] : INFO : Epoch 2033 | loss: 0.0311737 | val_loss: 0.0311883 | Time: 2385.19 ms
[2022-04-08 10:03:01 main:574] : INFO : Epoch 2034 | loss: 0.0311738 | val_loss: 0.0311887 | Time: 2378.2 ms
[2022-04-08 10:03:03 main:574] : INFO : Epoch 2035 | loss: 0.0311731 | val_loss: 0.031188 | Time: 2382.73 ms
[2022-04-08 10:03:05 main:574] : INFO : Epoch 2036 | loss: 0.0311721 | val_loss: 0.0311892 | Time: 2378.54 ms
[2022-04-08 10:03:08 main:574] : INFO : Epoch 2037 | loss: 0.0311724 | val_loss: 0.0311885 | Time: 2383.63 ms
[2022-04-08 10:03:10 main:574] : INFO : Epoch 2038 | loss: 0.0311723 | val_loss: 0.0311883 | Time: 2384.09 ms
[2022-04-08 10:03:13 main:574] : INFO : Epoch 2039 | loss: 0.0311722 | val_loss: 0.0311962 | Time: 2380.66 ms
[2022-04-08 10:03:15 main:574] : INFO : Epoch 2040 | loss: 0.0311749 | val_loss: 0.0312008 | Time: 2386.2 ms
[2022-04-08 10:03:17 main:574] : INFO : Epoch 2041 | loss: 0.0311765 | val_loss: 0.03119 | Time: 2381.92 ms
[2022-04-08 10:03:20 main:574] : INFO : Epoch 2042 | loss: 0.0311759 | val_loss: 0.0311908 | Time: 2377.16 ms
[2022-04-08 10:03:22 main:574] : INFO : Epoch 2043 | loss: 0.0311732 | val_loss: 0.0311873 | Time: 2380.98 ms
[2022-04-08 10:03:24 main:574] : INFO : Epoch 2044 | loss: 0.0311755 | val_loss: 0.0311886 | Time: 2376.76 ms
[2022-04-08 10:03:27 main:574] : INFO : Epoch 2045 | loss: 0.03118 | val_loss: 0.0311875 | Time: 2381.39 ms
[2022-04-08 10:03:29 main:574] : INFO : Epoch 2046 | loss: 0.0311794 | val_loss: 0.0311881 | Time: 2379.26 ms
[2022-04-08 10:03:32 main:574] : INFO : Epoch 2047 | loss: 0.031181 | val_loss: 0.0311892 | Time: 2382.13 ms
[2022-04-08 10:03:34 main:574] : INFO : Epoch 2048 | loss: 0.0311776 | val_loss: 0.0311884 | Time: 2380.6 ms
[2022-04-08 10:03:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311884
[2022-04-08 10:03:34 main:603] : INFO : Saving end state to config to file
[2022-04-08 10:03:34 main:608] : INFO : Success, exiting..
10:03:34 (40476): 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)