Task 12669347
| Name | ParityModified-1645991914-22569-2-0_1 |
| Workunit | 9704634 |
| Created | 7 Mar 2022, 16:33:33 UTC |
| Sent | 7 Mar 2022, 17:06:57 UTC |
| Report deadline | 15 Mar 2022, 17:06:57 UTC |
| Received | 7 Mar 2022, 20:08:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 4 sec |
| CPU time | 1 hours 13 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,158.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3-07 12:50:04 main:574] : INFO : Epoch 1542 | loss: 0.0311283 | val_loss: 0.0311528 | Time: 2153.22 ms [2022-03-07 12:50:06 main:574] : INFO : Epoch 1543 | loss: 0.0311287 | val_loss: 0.0311524 | Time: 2155.17 ms [2022-03-07 12:50:08 main:574] : INFO : Epoch 1544 | loss: 0.0311276 | val_loss: 0.0311558 | Time: 2153.91 ms [2022-03-07 12:50:10 main:574] : INFO : Epoch 1545 | loss: 0.0311291 | val_loss: 0.0311491 | Time: 2155.22 ms [2022-03-07 12:50:13 main:574] : INFO : Epoch 1546 | loss: 0.0311292 | val_loss: 0.0311474 | Time: 2154.02 ms [2022-03-07 12:50:15 main:574] : INFO : Epoch 1547 | loss: 0.0311293 | val_loss: 0.0311491 | Time: 2155.35 ms [2022-03-07 12:50:17 main:574] : INFO : Epoch 1548 | loss: 0.0311296 | val_loss: 0.0311472 | Time: 2155 ms [2022-03-07 12:50:19 main:574] : INFO : Epoch 1549 | loss: 0.03113 | val_loss: 0.0311528 | Time: 2155.33 ms [2022-03-07 12:50:21 main:574] : INFO : Epoch 1550 | loss: 0.0311305 | val_loss: 0.03115 | Time: 2156.32 ms [2022-03-07 12:50:23 main:574] : INFO : Epoch 1551 | loss: 0.0311277 | val_loss: 0.0311515 | Time: 2155.28 ms [2022-03-07 12:50:25 main:574] : INFO : Epoch 1552 | loss: 0.0311289 | val_loss: 0.0311488 | Time: 2155.75 ms [2022-03-07 12:50:28 main:574] : INFO : Epoch 1553 | loss: 0.0311277 | val_loss: 0.0311518 | Time: 2155.79 ms [2022-03-07 12:50:30 main:574] : INFO : Epoch 1554 | loss: 0.0311277 | val_loss: 0.0311487 | Time: 2154.54 ms [2022-03-07 12:50:32 main:574] : INFO : Epoch 1555 | loss: 0.0311274 | val_loss: 0.031156 | Time: 2153.88 ms [2022-03-07 12:50:34 main:574] : INFO : Epoch 1556 | loss: 0.0311266 | val_loss: 0.0311521 | Time: 2155.12 ms [2022-03-07 12:50:36 main:574] : INFO : Epoch 1557 | loss: 0.0311251 | val_loss: 0.0311478 | Time: 2154.87 ms [2022-03-07 12:50:38 main:574] : INFO : Epoch 1558 | loss: 0.0311241 | val_loss: 0.0311525 | Time: 2155.39 ms [2022-03-07 12:50:41 main:574] : INFO : Epoch 1559 | loss: 0.0311232 | val_loss: 0.0311554 | Time: 2156.61 ms [2022-03-07 12:50:43 main:574] : INFO : Epoch 1560 | loss: 0.031126 | val_loss: 0.0311522 | Time: 2156.29 ms [2022-03-07 12:50:45 main:574] : INFO : Epoch 1561 | loss: 0.0311232 | val_loss: 0.0311546 | Time: 2157.05 ms [2022-03-07 12:50:47 main:574] : INFO : Epoch 1562 | loss: 0.0311246 | val_loss: 0.0311504 | Time: 2155.17 ms [2022-03-07 12:50:49 main:574] : INFO : Epoch 1563 | loss: 0.031123 | val_loss: 0.0311498 | Time: 2155.52 ms [2022-03-07 12:50:51 main:574] : INFO : Epoch 1564 | loss: 0.0311219 | val_loss: 0.0311547 | Time: 2155.22 ms [2022-03-07 12:50:54 main:574] : INFO : Epoch 1565 | loss: 0.0311223 | val_loss: 0.0311545 | Time: 2155.87 ms [2022-03-07 12:50:56 main:574] : INFO : Epoch 1566 | loss: 0.0311235 | val_loss: 0.0311542 | Time: 2154.75 ms [2022-03-07 12:50:58 main:574] : INFO : Epoch 1567 | loss: 0.031123 | val_loss: 0.0311549 | Time: 2154.7 ms [2022-03-07 12:51:00 main:574] : INFO : Epoch 1568 | loss: 0.0311233 | val_loss: 0.031155 | Time: 2152.96 ms [2022-03-07 12:51:02 main:574] : INFO : Epoch 1569 | loss: 0.0311223 | val_loss: 0.0311554 | Time: 2154.84 ms [2022-03-07 12:51:04 main:574] : INFO : Epoch 1570 | loss: 0.0311219 | val_loss: 0.0311537 | Time: 2155.41 ms [2022-03-07 12:51:06 main:574] : INFO : Epoch 1571 | loss: 0.0311228 | val_loss: 0.0311515 | Time: 2155.48 ms [2022-03-07 12:51:09 main:574] : INFO : Epoch 1572 | loss: 0.0311223 | val_loss: 0.0311541 | Time: 2155.77 ms [2022-03-07 12:51:11 main:574] : INFO : Epoch 1573 | loss: 0.0311227 | val_loss: 0.0311528 | Time: 2155 ms [2022-03-07 12:51:13 main:574] : INFO : Epoch 1574 | loss: 0.0311239 | val_loss: 0.0311518 | Time: 2153.84 ms [2022-03-07 12:51:15 main:574] : INFO : Epoch 1575 | loss: 0.0311237 | val_loss: 0.0311518 | Time: 2153.11 ms [2022-03-07 12:51:17 main:574] : INFO : Epoch 1576 | loss: 0.0311226 | val_loss: 0.0311536 | Time: 2154.91 ms [2022-03-07 12:51:19 main:574] : INFO : Epoch 1577 | loss: 0.0311226 | val_loss: 0.0311506 | Time: 2154.71 ms [2022-03-07 12:51:22 main:574] : INFO : Epoch 1578 | loss: 0.0311221 | val_loss: 0.0311518 | Time: 2154.98 ms [2022-03-07 12:51:24 main:574] : INFO : Epoch 1579 | loss: 0.0311218 | val_loss: 0.0311491 | Time: 2155.73 ms [2022-03-07 12:51:26 main:574] : INFO : Epoch 1580 | loss: 0.0311235 | val_loss: 0.0311479 | Time: 2156.19 ms [2022-03-07 12:51:28 main:574] : INFO : Epoch 1581 | loss: 0.0311247 | val_loss: 0.0311501 | Time: 2153.35 ms [2022-03-07 12:51:30 main:574] : INFO : Epoch 1582 | loss: 0.0311296 | val_loss: 0.0311518 | Time: 2154.65 ms [2022-03-07 12:51:32 main:574] : INFO : Epoch 1583 | loss: 0.0311298 | val_loss: 0.0311508 | Time: 2154.04 ms [2022-03-07 12:51:35 main:574] : INFO : Epoch 1584 | loss: 0.0311264 | val_loss: 0.0311489 | Time: 2156.05 ms [2022-03-07 12:51:37 main:574] : INFO : Epoch 1585 | loss: 0.0311269 | val_loss: 0.0311484 | Time: 2155.22 ms [2022-03-07 12:51:39 main:574] : INFO : Epoch 1586 | loss: 0.0311231 | val_loss: 0.031149 | Time: 2156.22 ms [2022-03-07 12:51:41 main:574] : INFO : Epoch 1587 | loss: 0.0311243 | val_loss: 0.0311445 | Time: 2156.22 ms [2022-03-07 12:51:43 main:574] : INFO : Epoch 1588 | loss: 0.0311241 | val_loss: 0.031149 | Time: 2155 ms [2022-03-07 12:51:45 main:574] : INFO : Epoch 1589 | loss: 0.0311229 | val_loss: 0.0311459 | Time: 2154.88 ms [2022-03-07 12:51:47 main:574] : INFO : Epoch 1590 | loss: 0.0311243 | val_loss: 0.0311468 | Time: 2154.59 ms [2022-03-07 12:51:50 main:574] : INFO : Epoch 1591 | loss: 0.0311365 | val_loss: 0.0311559 | Time: 2155.42 ms [2022-03-07 12:51:52 main:574] : INFO : Epoch 1592 | loss: 0.0311374 | val_loss: 0.0311488 | Time: 2155.6 ms [2022-03-07 12:51:54 main:574] : INFO : Epoch 1593 | loss: 0.0311322 | val_loss: 0.0311454 | Time: 2156.02 ms [2022-03-07 12:51:56 main:574] : INFO : Epoch 1594 | loss: 0.0311318 | val_loss: 0.0311486 | Time: 2155.1 ms [2022-03-07 12:51:58 main:574] : INFO : Epoch 1595 | loss: 0.0311331 | val_loss: 0.031147 | Time: 2153.9 ms [2022-03-07 12:52:00 main:574] : INFO : Epoch 1596 | loss: 0.0311346 | val_loss: 0.0311479 | Time: 2156.79 ms [2022-03-07 12:52:03 main:574] : INFO : Epoch 1597 | loss: 0.0311309 | val_loss: 0.031147 | Time: 2154.7 ms [2022-03-07 12:52:05 main:574] : INFO : Epoch 1598 | loss: 0.0311314 | val_loss: 0.0311488 | Time: 2155.1 ms [2022-03-07 12:52:07 main:574] : INFO : Epoch 1599 | loss: 0.0311297 | val_loss: 0.031149 | Time: 2155.27 ms [2022-03-07 12:52:09 main:574] : INFO : Epoch 1600 | loss: 0.0311275 | val_loss: 0.0311489 | Time: 2156.35 ms [2022-03-07 12:52:11 main:574] : INFO : Epoch 1601 | loss: 0.0311253 | val_loss: 0.0311493 | Time: 2153.53 ms [2022-03-07 12:52:13 main:574] : INFO : Epoch 1602 | loss: 0.0311236 | val_loss: 0.031155 | Time: 2153.75 ms [2022-03-07 12:52:16 main:574] : INFO : Epoch 1603 | loss: 0.0311237 | val_loss: 0.0311547 | Time: 2154.68 ms [2022-03-07 12:52:18 main:574] : INFO : Epoch 1604 | loss: 0.031124 | val_loss: 0.0311542 | Time: 2154.25 ms [2022-03-07 12:52:20 main:574] : INFO : Epoch 1605 | loss: 0.0311218 | val_loss: 0.0311549 | Time: 2153.81 ms [2022-03-07 12:52:22 main:574] : INFO : Epoch 1606 | loss: 0.0311235 | val_loss: 0.0311572 | Time: 2156.45 ms [2022-03-07 12:52:24 main:574] : INFO : Epoch 1607 | loss: 0.031124 | val_loss: 0.0311548 | Time: 2154.72 ms [2022-03-07 12:52:26 main:574] : INFO : Epoch 1608 | loss: 0.0311212 | val_loss: 0.0311511 | Time: 2155.06 ms [2022-03-07 12:52:28 main:574] : INFO : Epoch 1609 | loss: 0.0311209 | val_loss: 0.0311501 | Time: 2156.16 ms [2022-03-07 12:52:31 main:574] : INFO : Epoch 1610 | loss: 0.0311196 | val_loss: 0.0311514 | Time: 2153.96 ms [2022-03-07 12:52:33 main:574] : INFO : Epoch 1611 | loss: 0.0311228 | val_loss: 0.0311518 | Time: 2155.11 ms [2022-03-07 12:52:35 main:574] : INFO : Epoch 1612 | loss: 0.031121 | val_loss: 0.0311496 | Time: 2156.22 ms [2022-03-07 12:52:37 main:574] : INFO : Epoch 1613 | loss: 0.0311215 | val_loss: 0.0311506 | Time: 2153.82 ms [2022-03-07 12:52:39 main:574] : INFO : Epoch 1614 | loss: 0.0311232 | val_loss: 0.0311508 | Time: 2154.34 ms [2022-03-07 12:52:41 main:574] : INFO : Epoch 1615 | loss: 0.0311289 | val_loss: 0.0311738 | Time: 2155.18 ms [2022-03-07 12:52:44 main:574] : INFO : Epoch 1616 | loss: 0.0311393 | val_loss: 0.0311531 | Time: 2153.81 ms [2022-03-07 12:52:46 main:574] : INFO : Epoch 1617 | loss: 0.0311306 | val_loss: 0.0311487 | Time: 2155.82 ms [2022-03-07 12:52:48 main:574] : INFO : Epoch 1618 | loss: 0.0311263 | val_loss: 0.0311519 | Time: 2154.88 ms [2022-03-07 12:52:50 main:574] : INFO : Epoch 1619 | loss: 0.0311267 | val_loss: 0.0311587 | Time: 2155.19 ms [2022-03-07 12:52:52 main:574] : INFO : Epoch 1620 | loss: 0.0311252 | val_loss: 0.0311513 | Time: 2156.43 ms [2022-03-07 12:52:54 main:574] : INFO : Epoch 1621 | loss: 0.0311211 | val_loss: 0.0311503 | Time: 2154.84 ms [2022-03-07 12:52:56 main:574] : INFO : Epoch 1622 | loss: 0.0311267 | val_loss: 0.0311527 | Time: 2154.47 ms [2022-03-07 12:52:59 main:574] : INFO : Epoch 1623 | loss: 0.0311221 | val_loss: 0.0311502 | Time: 2154.85 ms [2022-03-07 12:53:01 main:574] : INFO : Epoch 1624 | loss: 0.031123 | val_loss: 0.0311503 | Time: 2155.33 ms [2022-03-07 12:53:03 main:574] : INFO : Epoch 1625 | loss: 0.0311236 | val_loss: 0.0311508 | Time: 2155.69 ms [2022-03-07 12:53:05 main:574] : INFO : Epoch 1626 | loss: 0.0311193 | val_loss: 0.0311516 | Time: 2157.58 ms [2022-03-07 12:53:07 main:574] : INFO : Epoch 1627 | loss: 0.0311184 | val_loss: 0.0311481 | Time: 2156.19 ms [2022-03-07 12:53:09 main:574] : INFO : Epoch 1628 | loss: 0.0311171 | val_loss: 0.0311539 | Time: 2154.74 ms [2022-03-07 12:53:12 main:574] : INFO : Epoch 1629 | loss: 0.0311166 | val_loss: 0.0311482 | Time: 2154.43 ms [2022-03-07 12:53:14 main:574] : INFO : Epoch 1630 | loss: 0.0311161 | val_loss: 0.0311466 | Time: 2154.61 ms [2022-03-07 12:53:16 main:574] : INFO : Epoch 1631 | loss: 0.0311292 | val_loss: 0.0311615 | Time: 2156.26 ms [2022-03-07 12:53:18 main:574] : INFO : Epoch 1632 | loss: 0.0311451 | val_loss: 0.0311583 | Time: 2154.1 ms [2022-03-07 12:53:20 main:574] : INFO : Epoch 1633 | loss: 0.0311403 | val_loss: 0.0311556 | Time: 2154.34 ms [2022-03-07 12:53:22 main:574] : INFO : Epoch 1634 | loss: 0.0311399 | val_loss: 0.031154 | Time: 2155.61 ms [2022-03-07 12:53:25 main:574] : INFO : Epoch 1635 | loss: 0.0311377 | val_loss: 0.0311613 | Time: 2152.2 ms [2022-03-07 12:53:27 main:574] : INFO : Epoch 1636 | loss: 0.0311379 | val_loss: 0.0311574 | Time: 2156.11 ms [2022-03-07 12:53:29 main:574] : INFO : Epoch 1637 | loss: 0.0311343 | val_loss: 0.0311568 | Time: 2154.43 ms [2022-03-07 12:53:31 main:574] : INFO : Epoch 1638 | loss: 0.0311335 | val_loss: 0.0311594 | Time: 2154.85 ms [2022-03-07 12:53:33 main:574] : INFO : Epoch 1639 | loss: 0.0311336 | val_loss: 0.031154 | Time: 2155 ms [2022-03-07 12:53:35 main:574] : INFO : Epoch 1640 | loss: 0.0311328 | val_loss: 0.0311557 | Time: 2155.93 ms [2022-03-07 12:53:38 main:574] : INFO : Epoch 1641 | loss: 0.0311309 | val_loss: 0.0311572 | Time: 2155.51 ms [2022-03-07 12:53:40 main:574] : INFO : Epoch 1642 | loss: 0.0311301 | val_loss: 0.0311513 | Time: 2154.03 ms [2022-03-07 12:53:42 main:574] : INFO : Epoch 1643 | loss: 0.0311303 | val_loss: 0.0311556 | Time: 2154 ms [2022-03-07 12:53:44 main:574] : INFO : Epoch 1644 | loss: 0.031132 | val_loss: 0.0311577 | Time: 2154.41 ms [2022-03-07 12:53:46 main:574] : INFO : Epoch 1645 | loss: 0.0311305 | val_loss: 0.0311536 | Time: 2155.88 ms [2022-03-07 12:53:48 main:574] : INFO : Epoch 1646 | loss: 0.0311298 | val_loss: 0.0311533 | Time: 2155.96 ms [2022-03-07 12:53:50 main:574] : INFO : Epoch 1647 | loss: 0.031131 | val_loss: 0.0311555 | Time: 2154.68 ms [2022-03-07 12:53:53 main:574] : INFO : Epoch 1648 | loss: 0.0311313 | val_loss: 0.0311538 | Time: 2155.77 ms [2022-03-07 12:53:55 main:574] : INFO : Epoch 1649 | loss: 0.0311276 | val_loss: 0.0311571 | Time: 2153.17 ms [2022-03-07 12:53:57 main:574] : INFO : Epoch 1650 | loss: 0.0311276 | val_loss: 0.031158 | Time: 2154.56 ms [2022-03-07 12:53:59 main:574] : INFO : Epoch 1651 | loss: 0.031126 | val_loss: 0.0311552 | Time: 2154.63 ms [2022-03-07 12:54:01 main:574] : INFO : Epoch 1652 | loss: 0.0311242 | val_loss: 0.0311537 | Time: 2155.59 ms [2022-03-07 12:54:03 main:574] : INFO : Epoch 1653 | loss: 0.0311249 | val_loss: 0.0311539 | Time: 2155.23 ms [2022-03-07 12:54:06 main:574] : INFO : Epoch 1654 | loss: 0.0311243 | val_loss: 0.0311514 | Time: 2155.33 ms [2022-03-07 12:54:08 main:574] : INFO : Epoch 1655 | loss: 0.0311262 | val_loss: 0.0311559 | Time: 2154.14 ms [2022-03-07 12:54:10 main:574] : INFO : Epoch 1656 | loss: 0.0311283 | val_loss: 0.0311587 | Time: 2154.53 ms [2022-03-07 12:54:12 main:574] : INFO : Epoch 1657 | loss: 0.0311255 | val_loss: 0.0311509 | Time: 2155.72 ms [2022-03-07 12:54:14 main:574] : INFO : Epoch 1658 | loss: 0.0311217 | val_loss: 0.0311485 | Time: 2154.12 ms [2022-03-07 12:54:16 main:574] : INFO : Epoch 1659 | loss: 0.0311216 | val_loss: 0.03115 | Time: 2155.66 ms [2022-03-07 12:54:18 main:574] : INFO : Epoch 1660 | loss: 0.0311229 | val_loss: 0.0311488 | Time: 2155.19 ms [2022-03-07 12:54:21 main:574] : INFO : Epoch 1661 | loss: 0.0311248 | val_loss: 0.0311531 | Time: 2155.37 ms [2022-03-07 12:54:23 main:574] : INFO : Epoch 1662 | loss: 0.0311231 | val_loss: 0.0311476 | Time: 2154.44 ms [2022-03-07 12:54:25 main:574] : INFO : Epoch 1663 | loss: 0.0311249 | val_loss: 0.0311522 | Time: 2156.51 ms [2022-03-07 12:54:27 main:574] : INFO : Epoch 1664 | loss: 0.0311245 | val_loss: 0.0311525 | Time: 2154.74 ms [2022-03-07 12:54:29 main:574] : INFO : Epoch 1665 | loss: 0.0311229 | val_loss: 0.0311519 | Time: 2155.65 ms [2022-03-07 12:54:31 main:574] : INFO : Epoch 1666 | loss: 0.0311229 | val_loss: 0.0311513 | Time: 2155.11 ms [2022-03-07 12:54:34 main:574] : INFO : Epoch 1667 | loss: 0.0311264 | val_loss: 0.0311497 | Time: 2156.79 ms [2022-03-07 12:54:36 main:574] : INFO : Epoch 1668 | loss: 0.0311242 | val_loss: 0.0311477 | Time: 2154.44 ms [2022-03-07 12:54:38 main:574] : INFO : Epoch 1669 | loss: 0.0311272 | val_loss: 0.0311491 | Time: 2154.9 ms [2022-03-07 12:54:40 main:574] : INFO : Epoch 1670 | loss: 0.031128 | val_loss: 0.0311469 | Time: 2155.08 ms [2022-03-07 12:54:42 main:574] : INFO : Epoch 1671 | loss: 0.0311249 | val_loss: 0.0311489 | Time: 2153.29 ms [2022-03-07 12:54:44 main:574] : INFO : Epoch 1672 | loss: 0.0311223 | val_loss: 0.0311505 | Time: 2154.59 ms [2022-03-07 12:54:47 main:574] : INFO : Epoch 1673 | loss: 0.0311212 | val_loss: 0.031147 | Time: 2156.74 ms [2022-03-07 12:54:49 main:574] : INFO : Epoch 1674 | loss: 0.0311207 | val_loss: 0.0311482 | Time: 2155.26 ms [2022-03-07 12:54:51 main:574] : INFO : Epoch 1675 | loss: 0.0311192 | val_loss: 0.0311502 | Time: 2155.39 ms [2022-03-07 12:54:53 main:574] : INFO : Epoch 1676 | loss: 0.0311209 | val_loss: 0.031154 | Time: 2155.01 ms [2022-03-07 12:54:55 main:574] : INFO : Epoch 1677 | loss: 0.0311229 | val_loss: 0.0311518 | Time: 2153.84 ms [2022-03-07 12:54:57 main:574] : INFO : Epoch 1678 | loss: 0.0311295 | val_loss: 0.0311569 | Time: 2154.47 ms [2022-03-07 12:54:59 main:574] : INFO : Epoch 1679 | loss: 0.031131 | val_loss: 0.0311505 | Time: 2154.95 ms [2022-03-07 12:55:02 main:574] : INFO : Epoch 1680 | loss: 0.0311299 | val_loss: 0.031153 | Time: 2154.66 ms [2022-03-07 12:55:04 main:574] : INFO : Epoch 1681 | loss: 0.0311281 | val_loss: 0.0311519 | Time: 2154.46 ms [2022-03-07 12:55:06 main:574] : INFO : Epoch 1682 | loss: 0.0311357 | val_loss: 0.0311492 | Time: 2154.33 ms [2022-03-07 12:55:08 main:574] : INFO : Epoch 1683 | loss: 0.031134 | val_loss: 0.0311442 | Time: 2155.52 ms [2022-03-07 12:55:10 main:574] : INFO : Epoch 1684 | loss: 0.0311326 | val_loss: 0.0311493 | Time: 2153.94 ms [2022-03-07 12:55:12 main:574] : INFO : Epoch 1685 | loss: 0.031133 | val_loss: 0.0311502 | Time: 2155.97 ms [2022-03-07 12:55:15 main:574] : INFO : Epoch 1686 | loss: 0.031132 | val_loss: 0.0311489 | Time: 2153.78 ms [2022-03-07 12:55:17 main:574] : INFO : Epoch 1687 | loss: 0.0311303 | val_loss: 0.031153 | Time: 2156.15 ms [2022-03-07 12:55:19 main:574] : INFO : Epoch 1688 | loss: 0.0311311 | val_loss: 0.0311599 | Time: 2155.88 ms [2022-03-07 12:55:21 main:574] : INFO : Epoch 1689 | loss: 0.0312551 | val_loss: 0.031902 | Time: 2154.47 ms [2022-03-07 12:55:23 main:574] : INFO : Epoch 1690 | loss: 0.0529797 | val_loss: 0.0430224 | Time: 2154.16 ms [2022-03-07 12:55:25 main:574] : INFO : Epoch 1691 | loss: 0.0378924 | val_loss: 0.0326587 | Time: 2154.72 ms [2022-03-07 12:55:28 main:574] : INFO : Epoch 1692 | loss: 0.0320446 | val_loss: 0.0313071 | Time: 2153.3 ms [2022-03-07 12:55:30 main:574] : INFO : Epoch 1693 | loss: 0.0313649 | val_loss: 0.0312618 | Time: 2154.59 ms [2022-03-07 12:55:32 main:574] : INFO : Epoch 1694 | loss: 0.0312477 | val_loss: 0.0312285 | Time: 2155.23 ms [2022-03-07 12:55:34 main:574] : INFO : Epoch 1695 | loss: 0.0312199 | val_loss: 0.0312093 | Time: 2154.76 ms [2022-03-07 12:55:36 main:574] : INFO : Epoch 1696 | loss: 0.0312066 | val_loss: 0.0312029 | Time: 2152.66 ms [2022-03-07 12:55:38 main:574] : INFO : Epoch 1697 | loss: 0.0312031 | val_loss: 0.0311998 | Time: 2154.83 ms [2022-03-07 12:55:40 main:574] : INFO : Epoch 1698 | loss: 0.0312005 | val_loss: 0.0312011 | Time: 2152.82 ms [2022-03-07 12:55:43 main:574] : INFO : Epoch 1699 | loss: 0.0312025 | val_loss: 0.0311963 | Time: 2155.68 ms [2022-03-07 12:55:45 main:574] : INFO : Epoch 1700 | loss: 0.0311996 | val_loss: 0.0311936 | Time: 2155.5 ms [2022-03-07 12:55:47 main:574] : INFO : Epoch 1701 | loss: 0.0311969 | val_loss: 0.031193 | Time: 2154.78 ms [2022-03-07 12:55:49 main:574] : INFO : Epoch 1702 | loss: 0.0311954 | val_loss: 0.0311908 | Time: 2153.18 ms [2022-03-07 12:55:51 main:574] : INFO : Epoch 1703 | loss: 0.0311941 | val_loss: 0.0311898 | Time: 2155 ms [2022-03-07 12:55:53 main:574] : INFO : Epoch 1704 | loss: 0.0311923 | val_loss: 0.0311884 | Time: 2153.49 ms [2022-03-07 12:55:56 main:574] : INFO : Epoch 1705 | loss: 0.0311912 | val_loss: 0.0311874 | Time: 2155.07 ms [2022-03-07 12:55:58 main:574] : INFO : Epoch 1706 | loss: 0.0311902 | val_loss: 0.0311864 | Time: 2156.63 ms [2022-03-07 12:56:00 main:574] : INFO : Epoch 1707 | loss: 0.03119 | val_loss: 0.0311858 | Time: 2155.59 ms [2022-03-07 12:56:02 main:574] : INFO : Epoch 1708 | loss: 0.0311893 | val_loss: 0.0311851 | Time: 2154.05 ms [2022-03-07 12:56:04 main:574] : INFO : Epoch 1709 | loss: 0.0311886 | val_loss: 0.0311844 | Time: 2154.13 ms [2022-03-07 12:56:06 main:574] : INFO : Epoch 1710 | loss: 0.0311879 | val_loss: 0.0311829 | Time: 2153.96 ms [2022-03-07 12:56:08 main:574] : INFO : Epoch 1711 | loss: 0.0311873 | val_loss: 0.0311818 | Time: 2154.17 ms [2022-03-07 12:56:11 main:574] : INFO : Epoch 1712 | loss: 0.0311866 | val_loss: 0.0311814 | Time: 2155.52 ms [2022-03-07 12:56:13 main:574] : INFO : Epoch 1713 | loss: 0.0311859 | val_loss: 0.0311814 | Time: 2154.9 ms [2022-03-07 12:56:15 main:574] : INFO : Epoch 1714 | loss: 0.0311847 | val_loss: 0.03118 | Time: 2154.31 ms [2022-03-07 12:56:17 main:574] : INFO : Epoch 1715 | loss: 0.0311843 | val_loss: 0.0311798 | Time: 2154.11 ms [2022-03-07 12:56:19 main:574] : INFO : Epoch 1716 | loss: 0.0311844 | val_loss: 0.0311797 | Time: 2155.07 ms [2022-03-07 12:56:21 main:574] : INFO : Epoch 1717 | loss: 0.0311835 | val_loss: 0.0311821 | Time: 2156.15 ms [2022-03-07 12:56:24 main:574] : INFO : Epoch 1718 | loss: 0.0311841 | val_loss: 0.03118 | Time: 2154.16 ms [2022-03-07 12:56:26 main:574] : INFO : Epoch 1719 | loss: 0.0311834 | val_loss: 0.0311796 | Time: 2155.28 ms [2022-03-07 12:56:28 main:574] : INFO : Epoch 1720 | loss: 0.031182 | val_loss: 0.0311804 | Time: 2155.14 ms [2022-03-07 12:56:30 main:574] : INFO : Epoch 1721 | loss: 0.0311825 | val_loss: 0.0311789 | Time: 2154.69 ms [2022-03-07 12:56:32 main:574] : INFO : Epoch 1722 | loss: 0.0311817 | val_loss: 0.0311783 | Time: 2152.82 ms [2022-03-07 12:56:34 main:574] : INFO : Epoch 1723 | loss: 0.0311811 | val_loss: 0.0311774 | Time: 2154.22 ms [2022-03-07 12:56:37 main:574] : INFO : Epoch 1724 | loss: 0.031181 | val_loss: 0.031179 | Time: 2153.01 ms [2022-03-07 12:56:39 main:574] : INFO : Epoch 1725 | loss: 0.0311805 | val_loss: 0.0311816 | Time: 2154.49 ms [2022-03-07 12:56:41 main:574] : INFO : Epoch 1726 | loss: 0.0311823 | val_loss: 0.0311771 | Time: 2154.57 ms [2022-03-07 12:56:43 main:574] : INFO : Epoch 1727 | loss: 0.0311817 | val_loss: 0.031177 | Time: 2153.99 ms [2022-03-07 12:56:45 main:574] : INFO : Epoch 1728 | loss: 0.031181 | val_loss: 0.0311773 | Time: 2152.64 ms [2022-03-07 12:56:47 main:574] : INFO : Epoch 1729 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 2155.65 ms [2022-03-07 12:56:49 main:574] : INFO : Epoch 1730 | loss: 0.0311787 | val_loss: 0.031177 | Time: 2154.12 ms [2022-03-07 12:56:52 main:574] : INFO : Epoch 1731 | loss: 0.031179 | val_loss: 0.0311763 | Time: 2153.6 ms [2022-03-07 12:56:54 main:574] : INFO : Epoch 1732 | loss: 0.0311788 | val_loss: 0.0311755 | Time: 2154.87 ms [2022-03-07 12:56:56 main:574] : INFO : Epoch 1733 | loss: 0.0311777 | val_loss: 0.0311759 | Time: 2154.32 ms [2022-03-07 12:56:58 main:574] : INFO : Epoch 1734 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 2152.81 ms [2022-03-07 12:57:00 main:574] : INFO : Epoch 1735 | loss: 0.0311778 | val_loss: 0.0311751 | Time: 2154.47 ms [2022-03-07 12:57:02 main:574] : INFO : Epoch 1736 | loss: 0.0311784 | val_loss: 0.0311752 | Time: 2153.94 ms [2022-03-07 12:57:05 main:574] : INFO : Epoch 1737 | loss: 0.0311808 | val_loss: 0.0311749 | Time: 2154.81 ms [2022-03-07 12:57:07 main:574] : INFO : Epoch 1738 | loss: 0.0311784 | val_loss: 0.0311753 | Time: 2154.09 ms [2022-03-07 12:57:09 main:574] : INFO : Epoch 1739 | loss: 0.0311783 | val_loss: 0.0311749 | Time: 2154.38 ms [2022-03-07 12:57:11 main:574] : INFO : Epoch 1740 | loss: 0.0311809 | val_loss: 0.0311751 | Time: 2153.55 ms [2022-03-07 12:57:13 main:574] : INFO : Epoch 1741 | loss: 0.0311768 | val_loss: 0.0311751 | Time: 2154.05 ms [2022-03-07 12:57:15 main:574] : INFO : Epoch 1742 | loss: 0.0311772 | val_loss: 0.0311748 | Time: 2152.25 ms [2022-03-07 12:57:17 main:574] : INFO : Epoch 1743 | loss: 0.0311777 | val_loss: 0.0311764 | Time: 2153.92 ms [2022-03-07 12:57:20 main:574] : INFO : Epoch 1744 | loss: 0.0311774 | val_loss: 0.0311744 | Time: 2154.53 ms [2022-03-07 12:57:22 main:574] : INFO : Epoch 1745 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 2152.34 ms [2022-03-07 12:57:24 main:574] : INFO : Epoch 1746 | loss: 0.0311832 | val_loss: 0.0311765 | Time: 2153.19 ms [2022-03-07 12:57:26 main:574] : INFO : Epoch 1747 | loss: 0.0311812 | val_loss: 0.0311774 | Time: 2154.19 ms [2022-03-07 12:57:28 main:574] : INFO : Epoch 1748 | loss: 0.0311814 | val_loss: 0.0311763 | Time: 2154.05 ms [2022-03-07 12:57:30 main:574] : INFO : Epoch 1749 | loss: 0.0311791 | val_loss: 0.031175 | Time: 2154.33 ms [2022-03-07 12:57:33 main:574] : INFO : Epoch 1750 | loss: 0.0311794 | val_loss: 0.0311741 | Time: 2152.03 ms [2022-03-07 12:57:35 main:574] : INFO : Epoch 1751 | loss: 0.0311783 | val_loss: 0.0311745 | Time: 2153.49 ms [2022-03-07 12:57:37 main:574] : INFO : Epoch 1752 | loss: 0.031178 | val_loss: 0.0311758 | Time: 2153.55 ms [2022-03-07 12:57:39 main:574] : INFO : Epoch 1753 | loss: 0.0311776 | val_loss: 0.0311745 | Time: 2153.2 ms [2022-03-07 12:57:41 main:574] : INFO : Epoch 1754 | loss: 0.0311767 | val_loss: 0.0311736 | Time: 2153.42 ms [2022-03-07 12:57:43 main:574] : INFO : Epoch 1755 | loss: 0.0311779 | val_loss: 0.0311745 | Time: 2154.19 ms [2022-03-07 12:57:46 main:574] : INFO : Epoch 1756 | loss: 0.0311762 | val_loss: 0.0311731 | Time: 2153.36 ms [2022-03-07 12:57:48 main:574] : INFO : Epoch 1757 | loss: 0.0311761 | val_loss: 0.0311747 | Time: 2153.38 ms [2022-03-07 12:57:50 main:574] : INFO : Epoch 1758 | loss: 0.0311756 | val_loss: 0.0311732 | Time: 2153.05 ms [2022-03-07 12:57:52 main:574] : INFO : Epoch 1759 | loss: 0.0311766 | val_loss: 0.0311735 | Time: 2154.49 ms [2022-03-07 12:57:54 main:574] : INFO : Epoch 1760 | loss: 0.0311769 | val_loss: 0.0311785 | Time: 2152.13 ms [2022-03-07 12:57:56 main:574] : INFO : Epoch 1761 | loss: 0.031177 | val_loss: 0.0311731 | Time: 2154.71 ms [2022-03-07 12:57:58 main:574] : INFO : Epoch 1762 | loss: 0.0311752 | val_loss: 0.0311735 | Time: 2153.29 ms [2022-03-07 12:58:01 main:574] : INFO : Epoch 1763 | loss: 0.031175 | val_loss: 0.0311732 | Time: 2152.74 ms [2022-03-07 12:58:03 main:574] : INFO : Epoch 1764 | loss: 0.0311752 | val_loss: 0.0311746 | Time: 2153 ms [2022-03-07 12:58:05 main:574] : INFO : Epoch 1765 | loss: 0.0311768 | val_loss: 0.0311815 | Time: 2153.3 ms [2022-03-07 12:58:07 main:574] : INFO : Epoch 1766 | loss: 0.0311768 | val_loss: 0.0311734 | Time: 2153.88 ms [2022-03-07 12:58:09 main:574] : INFO : Epoch 1767 | loss: 0.0311762 | val_loss: 0.0311735 | Time: 2154.35 ms [2022-03-07 12:58:11 main:574] : INFO : Epoch 1768 | loss: 0.0311751 | val_loss: 0.0311736 | Time: 2153.97 ms [2022-03-07 12:58:14 main:574] : INFO : Epoch 1769 | loss: 0.0311744 | val_loss: 0.0311729 | Time: 2155.48 ms [2022-03-07 12:58:16 main:574] : INFO : Epoch 1770 | loss: 0.0311742 | val_loss: 0.031175 | Time: 2153.76 ms [2022-03-07 12:58:18 main:574] : INFO : Epoch 1771 | loss: 0.031175 | val_loss: 0.0311752 | Time: 2155.22 ms [2022-03-07 12:58:20 main:574] : INFO : Epoch 1772 | loss: 0.0311747 | val_loss: 0.0311731 | Time: 2154.26 ms [2022-03-07 12:58:22 main:574] : INFO : Epoch 1773 | loss: 0.0311765 | val_loss: 0.0312026 | Time: 2153.23 ms [2022-03-07 12:58:24 main:574] : INFO : Epoch 1774 | loss: 0.0311864 | val_loss: 0.0311794 | Time: 2152.99 ms [2022-03-07 12:58:26 main:574] : INFO : Epoch 1775 | loss: 0.0311781 | val_loss: 0.0311736 | Time: 2154.34 ms [2022-03-07 12:58:29 main:574] : INFO : Epoch 1776 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 2155.3 ms [2022-03-07 12:58:31 main:574] : INFO : Epoch 1777 | loss: 0.0311769 | val_loss: 0.0311742 | Time: 2154.24 ms [2022-03-07 12:58:33 main:574] : INFO : Epoch 1778 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 2153.14 ms [2022-03-07 12:58:35 main:574] : INFO : Epoch 1779 | loss: 0.0311734 | val_loss: 0.0311734 | Time: 2153.67 ms [2022-03-07 12:58:37 main:574] : INFO : Epoch 1780 | loss: 0.0311726 | val_loss: 0.0311737 | Time: 2156.3 ms [2022-03-07 12:58:39 main:574] : INFO : Epoch 1781 | loss: 0.0311732 | val_loss: 0.0311731 | Time: 2153.33 ms [2022-03-07 12:58:42 main:574] : INFO : Epoch 1782 | loss: 0.0311735 | val_loss: 0.0311751 | Time: 2155.07 ms [2022-03-07 12:58:44 main:574] : INFO : Epoch 1783 | loss: 0.0311747 | val_loss: 0.0311743 | Time: 2153.03 ms [2022-03-07 12:58:46 main:574] : INFO : Epoch 1784 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 2153.17 ms [2022-03-07 12:58:48 main:574] : INFO : Epoch 1785 | loss: 0.0311719 | val_loss: 0.0311738 | Time: 2154.02 ms [2022-03-07 12:58:50 main:574] : INFO : Epoch 1786 | loss: 0.0311712 | val_loss: 0.031173 | Time: 2155.14 ms [2022-03-07 12:58:52 main:574] : INFO : Epoch 1787 | loss: 0.0311719 | val_loss: 0.0311797 | Time: 2154.72 ms [2022-03-07 12:58:54 main:574] : INFO : Epoch 1788 | loss: 0.0311721 | val_loss: 0.0311741 | Time: 2154.1 ms [2022-03-07 12:58:57 main:574] : INFO : Epoch 1789 | loss: 0.0311741 | val_loss: 0.0311749 | Time: 2154.7 ms [2022-03-07 12:58:59 main:574] : INFO : Epoch 1790 | loss: 0.0311742 | val_loss: 0.0311749 | Time: 2155.13 ms [2022-03-07 12:59:01 main:574] : INFO : Epoch 1791 | loss: 0.0311725 | val_loss: 0.0311737 | Time: 2154.15 ms [2022-03-07 12:59:03 main:574] : INFO : Epoch 1792 | loss: 0.0311746 | val_loss: 0.0311847 | Time: 2155.26 ms [2022-03-07 12:59:05 main:574] : INFO : Epoch 1793 | loss: 0.0311766 | val_loss: 0.0311744 | Time: 2153.75 ms [2022-03-07 12:59:07 main:574] : INFO : Epoch 1794 | loss: 0.0311724 | val_loss: 0.0311752 | Time: 2153.9 ms [2022-03-07 12:59:10 main:574] : INFO : Epoch 1795 | loss: 0.0311713 | val_loss: 0.0311721 | Time: 2153.71 ms [2022-03-07 12:59:12 main:574] : INFO : Epoch 1796 | loss: 0.0311703 | val_loss: 0.0311734 | Time: 2153.57 ms [2022-03-07 12:59:14 main:574] : INFO : Epoch 1797 | loss: 0.031171 | val_loss: 0.0311732 | Time: 2152.53 ms [2022-03-07 12:59:16 main:574] : INFO : Epoch 1798 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 2152.48 ms [2022-03-07 12:59:18 main:574] : INFO : Epoch 1799 | loss: 0.0311746 | val_loss: 0.031173 | Time: 2154.67 ms [2022-03-07 12:59:20 main:574] : INFO : Epoch 1800 | loss: 0.0311745 | val_loss: 0.0311729 | Time: 2154.41 ms [2022-03-07 12:59:23 main:574] : INFO : Epoch 1801 | loss: 0.0311723 | val_loss: 0.0311736 | Time: 2153.32 ms [2022-03-07 12:59:25 main:574] : INFO : Epoch 1802 | loss: 0.0311709 | val_loss: 0.031175 | Time: 2152.95 ms [2022-03-07 12:59:27 main:574] : INFO : Epoch 1803 | loss: 0.0311718 | val_loss: 0.0311723 | Time: 2155.52 ms [2022-03-07 12:59:29 main:574] : INFO : Epoch 1804 | loss: 0.0311705 | val_loss: 0.0311736 | Time: 2155.27 ms [2022-03-07 12:59:31 main:574] : INFO : Epoch 1805 | loss: 0.0311699 | val_loss: 0.0311753 | Time: 2152.77 ms [2022-03-07 12:59:33 main:574] : INFO : Epoch 1806 | loss: 0.0311701 | val_loss: 0.031173 | Time: 2154.78 ms [2022-03-07 12:59:35 main:574] : INFO : Epoch 1807 | loss: 0.0311707 | val_loss: 0.0311798 | Time: 2155.92 ms [2022-03-07 12:59:38 main:574] : INFO : Epoch 1808 | loss: 0.0311787 | val_loss: 0.0311901 | Time: 2154.92 ms [2022-03-07 12:59:40 main:574] : INFO : Epoch 1809 | loss: 0.0311798 | val_loss: 0.031177 | Time: 2154.56 ms [2022-03-07 12:59:42 main:574] : INFO : Epoch 1810 | loss: 0.0311803 | val_loss: 0.0311795 | Time: 2154.59 ms [2022-03-07 12:59:44 main:574] : INFO : Epoch 1811 | loss: 0.0311745 | val_loss: 0.0311769 | Time: 2156.3 ms [2022-03-07 12:59:46 main:574] : INFO : Epoch 1812 | loss: 0.0311719 | val_loss: 0.0311718 | Time: 2153.37 ms [2022-03-07 12:59:48 main:574] : INFO : Epoch 1813 | loss: 0.0311712 | val_loss: 0.0311719 | Time: 2155 ms [2022-03-07 12:59:51 main:574] : INFO : Epoch 1814 | loss: 0.0311741 | val_loss: 0.0311737 | Time: 2153.18 ms [2022-03-07 12:59:53 main:574] : INFO : Epoch 1815 | loss: 0.0311713 | val_loss: 0.0311753 | Time: 2153.38 ms [2022-03-07 12:59:55 main:574] : INFO : Epoch 1816 | loss: 0.0311704 | val_loss: 0.0311718 | Time: 2153.53 ms [2022-03-07 12:59:57 main:574] : INFO : Epoch 1817 | loss: 0.0311704 | val_loss: 0.0311716 | Time: 2152.96 ms [2022-03-07 12:59:59 main:574] : INFO : Epoch 1818 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 2153.69 ms [2022-03-07 13:00:01 main:574] : INFO : Epoch 1819 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 2153.69 ms [2022-03-07 13:00:03 main:574] : INFO : Epoch 1820 | loss: 0.03117 | val_loss: 0.0311727 | Time: 2154.42 ms [2022-03-07 13:00:06 main:574] : INFO : Epoch 1821 | loss: 0.031169 | val_loss: 0.0311731 | Time: 2152.26 ms [2022-03-07 13:00:08 main:574] : INFO : Epoch 1822 | loss: 0.0311727 | val_loss: 0.0311768 | Time: 2153.31 ms [2022-03-07 13:00:10 main:574] : INFO : Epoch 1823 | loss: 0.0311757 | val_loss: 0.0311728 | Time: 2154.81 ms [2022-03-07 13:00:12 main:574] : INFO : Epoch 1824 | loss: 0.0311685 | val_loss: 0.0311747 | Time: 2153.56 ms [2022-03-07 13:00:14 main:574] : INFO : Epoch 1825 | loss: 0.0311688 | val_loss: 0.0311723 | Time: 2152.88 ms [2022-03-07 13:00:16 main:574] : INFO : Epoch 1826 | loss: 0.0311679 | val_loss: 0.0311717 | Time: 2155.57 ms [2022-03-07 13:00:19 main:574] : INFO : Epoch 1827 | loss: 0.0311692 | val_loss: 0.0311824 | Time: 2153.36 ms [2022-03-07 13:00:21 main:574] : INFO : Epoch 1828 | loss: 0.0311762 | val_loss: 0.0311812 | Time: 2152.48 ms [2022-03-07 13:00:23 main:574] : INFO : Epoch 1829 | loss: 0.0311785 | val_loss: 0.0311731 | Time: 2151.63 ms [2022-03-07 13:00:25 main:574] : INFO : Epoch 1830 | loss: 0.0311778 | val_loss: 0.0311758 | Time: 2152.31 ms [2022-03-07 13:00:27 main:574] : INFO : Epoch 1831 | loss: 0.0311678 | val_loss: 0.031178 | Time: 2153.38 ms [2022-03-07 13:00:29 main:574] : INFO : Epoch 1832 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 2155 ms [2022-03-07 13:00:32 main:574] : INFO : Epoch 1833 | loss: 0.0311678 | val_loss: 0.0311748 | Time: 2152.73 ms [2022-03-07 13:00:34 main:574] : INFO : Epoch 1834 | loss: 0.0311684 | val_loss: 0.0311721 | Time: 2153.67 ms [2022-03-07 13:00:36 main:574] : INFO : Epoch 1835 | loss: 0.0311672 | val_loss: 0.0311715 | Time: 2153.12 ms [2022-03-07 13:00:38 main:574] : INFO : Epoch 1836 | loss: 0.0311681 | val_loss: 0.0311724 | Time: 2154.44 ms [2022-03-07 13:00:40 main:574] : INFO : Epoch 1837 | loss: 0.0311686 | val_loss: 0.0311741 | Time: 2152.55 ms [2022-03-07 13:00:42 main:574] : INFO : Epoch 1838 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 2153.46 ms [2022-03-07 13:00:44 main:574] : INFO : Epoch 1839 | loss: 0.031178 | val_loss: 0.0311729 | Time: 2153.84 ms [2022-03-07 13:00:47 main:574] : INFO : Epoch 1840 | loss: 0.0311714 | val_loss: 0.0311726 | Time: 2153.82 ms [2022-03-07 13:00:49 main:574] : INFO : Epoch 1841 | loss: 0.0311734 | val_loss: 0.0311731 | Time: 2153.82 ms [2022-03-07 13:00:51 main:574] : INFO : Epoch 1842 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 2154.21 ms [2022-03-07 13:00:53 main:574] : INFO : Epoch 1843 | loss: 0.0311724 | val_loss: 0.0311725 | Time: 2152.97 ms [2022-03-07 13:00:55 main:574] : INFO : Epoch 1844 | loss: 0.0311725 | val_loss: 0.0311705 | Time: 2154.31 ms [2022-03-07 13:00:57 main:574] : INFO : Epoch 1845 | loss: 0.0311711 | val_loss: 0.0311768 | Time: 2154.8 ms [2022-03-07 13:01:00 main:574] : INFO : Epoch 1846 | loss: 0.0311691 | val_loss: 0.0311794 | Time: 2153.71 ms [2022-03-07 13:01:02 main:574] : INFO : Epoch 1847 | loss: 0.0311718 | val_loss: 0.0311754 | Time: 2155.64 ms [2022-03-07 13:01:04 main:574] : INFO : Epoch 1848 | loss: 0.0311698 | val_loss: 0.0311787 | Time: 2154 ms [2022-03-07 13:01:06 main:574] : INFO : Epoch 1849 | loss: 0.0311707 | val_loss: 0.0311695 | Time: 2154.5 ms [2022-03-07 13:01:08 main:574] : INFO : Epoch 1850 | loss: 0.031167 | val_loss: 0.0311734 | Time: 2154.07 ms [2022-03-07 13:01:10 main:574] : INFO : Epoch 1851 | loss: 0.0311665 | val_loss: 0.0311714 | Time: 2154.14 ms [2022-03-07 13:01:12 main:574] : INFO : Epoch 1852 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 2153.48 ms [2022-03-07 13:01:15 main:574] : INFO : Epoch 1853 | loss: 0.0311707 | val_loss: 0.0311715 | Time: 2155.76 ms [2022-03-07 13:01:17 main:574] : INFO : Epoch 1854 | loss: 0.0311705 | val_loss: 0.0311712 | Time: 2154.25 ms [2022-03-07 13:01:19 main:574] : INFO : Epoch 1855 | loss: 0.0311772 | val_loss: 0.0311738 | Time: 2155.1 ms [2022-03-07 13:01:21 main:574] : INFO : Epoch 1856 | loss: 0.0311771 | val_loss: 0.031173 | Time: 2154.3 ms [2022-03-07 13:01:23 main:574] : INFO : Epoch 1857 | loss: 0.0311753 | val_loss: 0.0311733 | Time: 2154.33 ms [2022-03-07 13:01:25 main:574] : INFO : Epoch 1858 | loss: 0.0311778 | val_loss: 0.0311831 | Time: 2155.22 ms [2022-03-07 13:01:28 main:574] : INFO : Epoch 1859 | loss: 0.0311814 | val_loss: 0.0311839 | Time: 2154.77 ms [2022-03-07 13:01:30 main:574] : INFO : Epoch 1860 | loss: 0.0311731 | val_loss: 0.0311744 | Time: 2153.26 ms [2022-03-07 13:01:32 main:574] : INFO : Epoch 1861 | loss: 0.0311714 | val_loss: 0.0311718 | Time: 2155.65 ms [2022-03-07 13:01:34 main:574] : INFO : Epoch 1862 | loss: 0.0311701 | val_loss: 0.0311711 | Time: 2153.49 ms [2022-03-07 13:01:36 main:574] : INFO : Epoch 1863 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 2156.15 ms [2022-03-07 13:01:38 main:574] : INFO : Epoch 1864 | loss: 0.0311737 | val_loss: 0.0311822 | Time: 2153.27 ms [2022-03-07 13:01:40 main:574] : INFO : Epoch 1865 | loss: 0.0311716 | val_loss: 0.0311723 | Time: 2152.47 ms [2022-03-07 13:01:43 main:574] : INFO : Epoch 1866 | loss: 0.0311686 | val_loss: 0.0311706 | Time: 2154.19 ms [2022-03-07 13:01:45 main:574] : INFO : Epoch 1867 | loss: 0.0311675 | val_loss: 0.0311754 | Time: 2153.57 ms [2022-03-07 13:01:47 main:574] : INFO : Epoch 1868 | loss: 0.0311709 | val_loss: 0.0311728 | Time: 2153.55 ms [2022-03-07 13:01:49 main:574] : INFO : Epoch 1869 | loss: 0.0311706 | val_loss: 0.0311703 | Time: 2153.3 ms [2022-03-07 13:01:51 main:574] : INFO : Epoch 1870 | loss: 0.0311712 | val_loss: 0.0311703 | Time: 2153.24 ms [2022-03-07 13:01:53 main:574] : INFO : Epoch 1871 | loss: 0.0311694 | val_loss: 0.0311711 | Time: 2152.99 ms [2022-03-07 13:01:56 main:574] : INFO : Epoch 1872 | loss: 0.0311676 | val_loss: 0.031173 | Time: 2156.21 ms [2022-03-07 13:01:58 main:574] : INFO : Epoch 1873 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 2154.74 ms [2022-03-07 13:02:00 main:574] : INFO : Epoch 1874 | loss: 0.0311683 | val_loss: 0.0311774 | Time: 2152.76 ms [2022-03-07 13:02:02 main:574] : INFO : Epoch 1875 | loss: 0.0311697 | val_loss: 0.0311711 | Time: 2155.55 ms [2022-03-07 13:02:04 main:574] : INFO : Epoch 1876 | loss: 0.0311674 | val_loss: 0.0311784 | Time: 2153.71 ms [2022-03-07 13:02:06 main:574] : INFO : Epoch 1877 | loss: 0.0311706 | val_loss: 0.0311691 | Time: 2153.22 ms [2022-03-07 13:02:09 main:574] : INFO : Epoch 1878 | loss: 0.0311669 | val_loss: 0.0311693 | Time: 2152.85 ms [2022-03-07 13:02:11 main:574] : INFO : Epoch 1879 | loss: 0.0311684 | val_loss: 0.0311709 | Time: 2153.45 ms [2022-03-07 13:02:13 main:574] : INFO : Epoch 1880 | loss: 0.0311675 | val_loss: 0.0311706 | Time: 2154.34 ms [2022-03-07 13:02:15 main:574] : INFO : Epoch 1881 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 2154.61 ms [2022-03-07 13:02:17 main:574] : INFO : Epoch 1882 | loss: 0.0311678 | val_loss: 0.0311697 | Time: 2154.3 ms [2022-03-07 13:02:19 main:574] : INFO : Epoch 1883 | loss: 0.0311666 | val_loss: 0.03117 | Time: 2153.84 ms [2022-03-07 13:02:21 main:574] : INFO : Epoch 1884 | loss: 0.0311674 | val_loss: 0.0311795 | Time: 2152.07 ms [2022-03-07 13:02:24 main:574] : INFO : Epoch 1885 | loss: 0.031174 | val_loss: 0.0311721 | Time: 2153.35 ms [2022-03-07 13:02:26 main:574] : INFO : Epoch 1886 | loss: 0.0311706 | val_loss: 0.03117 | Time: 2154.58 ms [2022-03-07 13:02:28 main:574] : INFO : Epoch 1887 | loss: 0.0311681 | val_loss: 0.0311709 | Time: 2153.51 ms [2022-03-07 13:02:30 main:574] : INFO : Epoch 1888 | loss: 0.0311655 | val_loss: 0.031169 | Time: 2152.41 ms [2022-03-07 13:02:32 main:574] : INFO : Epoch 1889 | loss: 0.0311648 | val_loss: 0.0311716 | Time: 2152.85 ms [2022-03-07 13:02:34 main:574] : INFO : Epoch 1890 | loss: 0.0311645 | val_loss: 0.0311697 | Time: 2152.08 ms [2022-03-07 13:02:37 main:574] : INFO : Epoch 1891 | loss: 0.0311647 | val_loss: 0.0311677 | Time: 2152.95 ms [2022-03-07 13:02:39 main:574] : INFO : Epoch 1892 | loss: 0.0311655 | val_loss: 0.0311697 | Time: 2152.36 ms [2022-03-07 13:02:41 main:574] : INFO : Epoch 1893 | loss: 0.0311631 | val_loss: 0.031169 | Time: 2153.9 ms [2022-03-07 13:02:43 main:574] : INFO : Epoch 1894 | loss: 0.0311636 | val_loss: 0.0311688 | Time: 2153.54 ms [2022-03-07 13:02:45 main:574] : INFO : Epoch 1895 | loss: 0.0311624 | val_loss: 0.0311695 | Time: 2154.38 ms [2022-03-07 13:02:47 main:574] : INFO : Epoch 1896 | loss: 0.031164 | val_loss: 0.0311738 | Time: 2154.77 ms [2022-03-07 13:02:49 main:574] : INFO : Epoch 1897 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 2155.28 ms [2022-03-07 13:02:52 main:574] : INFO : Epoch 1898 | loss: 0.0311745 | val_loss: 0.0311789 | Time: 2152.7 ms [2022-03-07 13:02:54 main:574] : INFO : Epoch 1899 | loss: 0.0311672 | val_loss: 0.0311703 | Time: 2155.58 ms [2022-03-07 13:02:56 main:574] : INFO : Epoch 1900 | loss: 0.0311624 | val_loss: 0.0311691 | Time: 2155.43 ms [2022-03-07 13:02:58 main:574] : INFO : Epoch 1901 | loss: 0.0311646 | val_loss: 0.0311691 | Time: 2152.99 ms [2022-03-07 13:03:00 main:574] : INFO : Epoch 1902 | loss: 0.0311637 | val_loss: 0.0311735 | Time: 2156.85 ms [2022-03-07 13:03:02 main:574] : INFO : Epoch 1903 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 2154.33 ms [2022-03-07 13:03:05 main:574] : INFO : Epoch 1904 | loss: 0.031164 | val_loss: 0.0311695 | Time: 2152.88 ms [2022-03-07 13:03:07 main:574] : INFO : Epoch 1905 | loss: 0.0311654 | val_loss: 0.0311747 | Time: 2158.03 ms [2022-03-07 13:03:09 main:574] : INFO : Epoch 1906 | loss: 0.0311682 | val_loss: 0.0311712 | Time: 2154.44 ms [2022-03-07 13:03:11 main:574] : INFO : Epoch 1907 | loss: 0.031167 | val_loss: 0.0311739 | Time: 2153.99 ms [2022-03-07 13:03:13 main:574] : INFO : Epoch 1908 | loss: 0.0311674 | val_loss: 0.031168 | Time: 2152.83 ms [2022-03-07 13:03:15 main:574] : INFO : Epoch 1909 | loss: 0.031164 | val_loss: 0.031168 | Time: 2153.16 ms [2022-03-07 13:03:18 main:574] : INFO : Epoch 1910 | loss: 0.0311655 | val_loss: 0.0311677 | Time: 2153.98 ms [2022-03-07 13:03:20 main:574] : INFO : Epoch 1911 | loss: 0.0311646 | val_loss: 0.0311716 | Time: 2154.59 ms [2022-03-07 13:03:22 main:574] : INFO : Epoch 1912 | loss: 0.0311656 | val_loss: 0.031172 | Time: 2153.82 ms [2022-03-07 13:03:24 main:574] : INFO : Epoch 1913 | loss: 0.031163 | val_loss: 0.0311689 | Time: 2152 ms [2022-03-07 13:03:26 main:574] : INFO : Epoch 1914 | loss: 0.0311614 | val_loss: 0.0311697 | Time: 2153.75 ms [2022-03-07 13:03:28 main:574] : INFO : Epoch 1915 | loss: 0.0311639 | val_loss: 0.0311698 | Time: 2152.68 ms [2022-03-07 13:03:30 main:574] : INFO : Epoch 1916 | loss: 0.0311711 | val_loss: 0.0311835 | Time: 2152.51 ms [2022-03-07 13:03:33 main:574] : INFO : Epoch 1917 | loss: 0.0311661 | val_loss: 0.0311764 | Time: 2153.61 ms [2022-03-07 13:03:35 main:574] : INFO : Epoch 1918 | loss: 0.0311675 | val_loss: 0.0311736 | Time: 2153.74 ms [2022-03-07 13:03:37 main:574] : INFO : Epoch 1919 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 2154.53 ms [2022-03-07 13:03:39 main:574] : INFO : Epoch 1920 | loss: 0.0311616 | val_loss: 0.031169 | Time: 2153.3 ms [2022-03-07 13:03:41 main:574] : INFO : Epoch 1921 | loss: 0.0311646 | val_loss: 0.031179 | Time: 2154.31 ms [2022-03-07 13:03:43 main:574] : INFO : Epoch 1922 | loss: 0.0311678 | val_loss: 0.0311722 | Time: 2152.7 ms [2022-03-07 13:03:46 main:574] : INFO : Epoch 1923 | loss: 0.0311618 | val_loss: 0.0311808 | Time: 2155.04 ms [2022-03-07 13:03:48 main:574] : INFO : Epoch 1924 | loss: 0.0311628 | val_loss: 0.0311773 | Time: 2155.03 ms [2022-03-07 13:03:50 main:574] : INFO : Epoch 1925 | loss: 0.031165 | val_loss: 0.0311712 | Time: 2152.33 ms [2022-03-07 13:03:52 main:574] : INFO : Epoch 1926 | loss: 0.0311665 | val_loss: 0.0311736 | Time: 2152.5 ms [2022-03-07 13:03:54 main:574] : INFO : Epoch 1927 | loss: 0.031166 | val_loss: 0.031173 | Time: 2154.36 ms [2022-03-07 13:03:56 main:574] : INFO : Epoch 1928 | loss: 0.0311651 | val_loss: 0.0311725 | Time: 2153.75 ms [2022-03-07 13:03:58 main:574] : INFO : Epoch 1929 | loss: 0.0311646 | val_loss: 0.0311683 | Time: 2153.34 ms [2022-03-07 13:04:01 main:574] : INFO : Epoch 1930 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 2152.24 ms [2022-03-07 13:04:03 main:574] : INFO : Epoch 1931 | loss: 0.0311664 | val_loss: 0.0311683 | Time: 2154.47 ms [2022-03-07 13:04:05 main:574] : INFO : Epoch 1932 | loss: 0.0311647 | val_loss: 0.0311759 | Time: 2153.81 ms [2022-03-07 13:04:07 main:574] : INFO : Epoch 1933 | loss: 0.0311698 | val_loss: 0.0311712 | Time: 2153.55 ms [2022-03-07 13:04:09 main:574] : INFO : Epoch 1934 | loss: 0.0311658 | val_loss: 0.0311704 | Time: 2154.39 ms [2022-03-07 13:04:11 main:574] : INFO : Epoch 1935 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 2154 ms [2022-03-07 13:04:14 main:574] : INFO : Epoch 1936 | loss: 0.0311696 | val_loss: 0.0311722 | Time: 2153.5 ms [2022-03-07 13:04:16 main:574] : INFO : Epoch 1937 | loss: 0.0311675 | val_loss: 0.0311741 | Time: 2153.85 ms [2022-03-07 13:04:18 main:574] : INFO : Epoch 1938 | loss: 0.0311736 | val_loss: 0.0311801 | Time: 2153.06 ms [2022-03-07 13:04:20 main:574] : INFO : Epoch 1939 | loss: 0.0311755 | val_loss: 0.0311723 | Time: 2153.41 ms [2022-03-07 13:04:22 main:574] : INFO : Epoch 1940 | loss: 0.0311738 | val_loss: 0.0311676 | Time: 2153.45 ms [2022-03-07 13:04:24 main:574] : INFO : Epoch 1941 | loss: 0.0311754 | val_loss: 0.031171 | Time: 2154.03 ms [2022-03-07 13:04:26 main:574] : INFO : Epoch 1942 | loss: 0.0311746 | val_loss: 0.031169 | Time: 2152.27 ms [2022-03-07 13:04:29 main:574] : INFO : Epoch 1943 | loss: 0.0311706 | val_loss: 0.0311711 | Time: 2153.08 ms [2022-03-07 13:04:31 main:574] : INFO : Epoch 1944 | loss: 0.0311706 | val_loss: 0.0311697 | Time: 2155.52 ms [2022-03-07 13:04:33 main:574] : INFO : Epoch 1945 | loss: 0.0311711 | val_loss: 0.0311677 | Time: 2153.53 ms [2022-03-07 13:04:35 main:574] : INFO : Epoch 1946 | loss: 0.0311703 | val_loss: 0.0311685 | Time: 2155.1 ms [2022-03-07 13:04:37 main:574] : INFO : Epoch 1947 | loss: 0.031172 | val_loss: 0.0311716 | Time: 2153.32 ms [2022-03-07 13:04:39 main:574] : INFO : Epoch 1948 | loss: 0.0311697 | val_loss: 0.0311758 | Time: 2155.14 ms [2022-03-07 13:04:42 main:574] : INFO : Epoch 1949 | loss: 0.0311712 | val_loss: 0.0311702 | Time: 2153.51 ms [2022-03-07 13:04:44 main:574] : INFO : Epoch 1950 | loss: 0.0311672 | val_loss: 0.0311659 | Time: 2152.83 ms [2022-03-07 13:04:46 main:574] : INFO : Epoch 1951 | loss: 0.0311655 | val_loss: 0.0311662 | Time: 2155.16 ms [2022-03-07 13:04:48 main:574] : INFO : Epoch 1952 | loss: 0.0311662 | val_loss: 0.0311682 | Time: 2154.4 ms [2022-03-07 13:04:50 main:574] : INFO : Epoch 1953 | loss: 0.0311669 | val_loss: 0.0311694 | Time: 2153.62 ms [2022-03-07 13:04:52 main:574] : INFO : Epoch 1954 | loss: 0.0311696 | val_loss: 0.0311651 | Time: 2154.01 ms [2022-03-07 13:04:55 main:574] : INFO : Epoch 1955 | loss: 0.031173 | val_loss: 0.0311745 | Time: 2153.1 ms [2022-03-07 13:04:57 main:574] : INFO : Epoch 1956 | loss: 0.0311691 | val_loss: 0.0311648 | Time: 2152.94 ms [2022-03-07 13:04:59 main:574] : INFO : Epoch 1957 | loss: 0.0311643 | val_loss: 0.0311666 | Time: 2151.92 ms [2022-03-07 13:05:01 main:574] : INFO : Epoch 1958 | loss: 0.0311621 | val_loss: 0.0311643 | Time: 2153.68 ms [2022-03-07 13:05:03 main:574] : INFO : Epoch 1959 | loss: 0.0311617 | val_loss: 0.0311657 | Time: 2153.04 ms [2022-03-07 13:05:05 main:574] : INFO : Epoch 1960 | loss: 0.0311621 | val_loss: 0.031165 | Time: 2153.7 ms [2022-03-07 13:05:07 main:574] : INFO : Epoch 1961 | loss: 0.031163 | val_loss: 0.0311677 | Time: 2154.16 ms [2022-03-07 13:05:10 main:574] : INFO : Epoch 1962 | loss: 0.0311732 | val_loss: 0.0311686 | Time: 2153.05 ms [2022-03-07 13:05:12 main:574] : INFO : Epoch 1963 | loss: 0.0311695 | val_loss: 0.0311691 | Time: 2154.88 ms [2022-03-07 13:05:14 main:574] : INFO : Epoch 1964 | loss: 0.0311634 | val_loss: 0.031165 | Time: 2153.92 ms [2022-03-07 13:05:16 main:574] : INFO : Epoch 1965 | loss: 0.0311683 | val_loss: 0.0311682 | Time: 2154.81 ms [2022-03-07 13:05:18 main:574] : INFO : Epoch 1966 | loss: 0.0311634 | val_loss: 0.0311624 | Time: 2153.56 ms [2022-03-07 13:05:20 main:574] : INFO : Epoch 1967 | loss: 0.0311605 | val_loss: 0.0311617 | Time: 2155.99 ms [2022-03-07 13:05:23 main:574] : INFO : Epoch 1968 | loss: 0.0311595 | val_loss: 0.0311636 | Time: 2153.34 ms [2022-03-07 13:05:25 main:574] : INFO : Epoch 1969 | loss: 0.031162 | val_loss: 0.0311637 | Time: 2152.55 ms [2022-03-07 13:05:27 main:574] : INFO : Epoch 1970 | loss: 0.0311616 | val_loss: 0.0311661 | Time: 2155.04 ms [2022-03-07 13:05:29 main:574] : INFO : Epoch 1971 | loss: 0.0311608 | val_loss: 0.0311656 | Time: 2153.68 ms [2022-03-07 13:05:31 main:574] : INFO : Epoch 1972 | loss: 0.0311637 | val_loss: 0.0311707 | Time: 2152.48 ms [2022-03-07 13:05:33 main:574] : INFO : Epoch 1973 | loss: 0.0311624 | val_loss: 0.0311638 | Time: 2153.03 ms [2022-03-07 13:05:35 main:574] : INFO : Epoch 1974 | loss: 0.0311598 | val_loss: 0.0311672 | Time: 2143.78 ms [2022-03-07 13:05:38 main:574] : INFO : Epoch 1975 | loss: 0.0311635 | val_loss: 0.031168 | Time: 2146.92 ms [2022-03-07 13:05:40 main:574] : INFO : Epoch 1976 | loss: 0.0311623 | val_loss: 0.0311637 | Time: 2143.63 ms [2022-03-07 13:05:42 main:574] : INFO : Epoch 1977 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 2143.79 ms [2022-03-07 13:05:44 main:574] : INFO : Epoch 1978 | loss: 0.0311646 | val_loss: 0.031167 | Time: 2144.46 ms [2022-03-07 13:05:46 main:574] : INFO : Epoch 1979 | loss: 0.0311604 | val_loss: 0.0311669 | Time: 2145.45 ms [2022-03-07 13:05:48 main:574] : INFO : Epoch 1980 | loss: 0.0311604 | val_loss: 0.031167 | Time: 2144.64 ms [2022-03-07 13:05:50 main:574] : INFO : Epoch 1981 | loss: 0.031163 | val_loss: 0.0311745 | Time: 2143.17 ms [2022-03-07 13:05:53 main:574] : INFO : Epoch 1982 | loss: 0.0311612 | val_loss: 0.0311655 | Time: 2142.85 ms [2022-03-07 13:05:55 main:574] : INFO : Epoch 1983 | loss: 0.0311588 | val_loss: 0.0311714 | Time: 2143.26 ms [2022-03-07 13:05:57 main:574] : INFO : Epoch 1984 | loss: 0.0311608 | val_loss: 0.0311663 | Time: 2143.17 ms [2022-03-07 13:05:59 main:574] : INFO : Epoch 1985 | loss: 0.0311574 | val_loss: 0.0311649 | Time: 2143.26 ms [2022-03-07 13:06:01 main:574] : INFO : Epoch 1986 | loss: 0.0311565 | val_loss: 0.0311708 | Time: 2144.87 ms [2022-03-07 13:06:03 main:574] : INFO : Epoch 1987 | loss: 0.0311609 | val_loss: 0.0311646 | Time: 2143.4 ms [2022-03-07 13:06:06 main:574] : INFO : Epoch 1988 | loss: 0.0311591 | val_loss: 0.0311629 | Time: 2144.98 ms [2022-03-07 13:06:08 main:574] : INFO : Epoch 1989 | loss: 0.0311651 | val_loss: 0.0311755 | Time: 2143.81 ms [2022-03-07 13:06:10 main:574] : INFO : Epoch 1990 | loss: 0.0311702 | val_loss: 0.0311779 | Time: 2143.67 ms [2022-03-07 13:06:12 main:574] : INFO : Epoch 1991 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 2143.92 ms [2022-03-07 13:06:14 main:574] : INFO : Epoch 1992 | loss: 0.031169 | val_loss: 0.0311811 | Time: 2143.53 ms [2022-03-07 13:06:16 main:574] : INFO : Epoch 1993 | loss: 0.0311728 | val_loss: 0.0312083 | Time: 2143.27 ms [2022-03-07 13:06:18 main:574] : INFO : Epoch 1994 | loss: 0.0311808 | val_loss: 0.0311736 | Time: 2145.57 ms [2022-03-07 13:06:21 main:574] : INFO : Epoch 1995 | loss: 0.031164 | val_loss: 0.0311662 | Time: 2143.73 ms [2022-03-07 13:06:23 main:574] : INFO : Epoch 1996 | loss: 0.0311634 | val_loss: 0.0311742 | Time: 2145.27 ms [2022-03-07 13:06:25 main:574] : INFO : Epoch 1997 | loss: 0.0311645 | val_loss: 0.0311691 | Time: 2143.1 ms [2022-03-07 13:06:27 main:574] : INFO : Epoch 1998 | loss: 0.0311657 | val_loss: 0.0311665 | Time: 2143.26 ms [2022-03-07 13:06:29 main:574] : INFO : Epoch 1999 | loss: 0.0311622 | val_loss: 0.0311692 | Time: 2143.32 ms [2022-03-07 13:06:31 main:574] : INFO : Epoch 2000 | loss: 0.0311679 | val_loss: 0.0311704 | Time: 2144.37 ms [2022-03-07 13:06:33 main:574] : INFO : Epoch 2001 | loss: 0.0311645 | val_loss: 0.0311692 | Time: 2142.61 ms [2022-03-07 13:06:36 main:574] : INFO : Epoch 2002 | loss: 0.0311658 | val_loss: 0.0311646 | Time: 2143.61 ms [2022-03-07 13:06:38 main:574] : INFO : Epoch 2003 | loss: 0.0311709 | val_loss: 0.0311806 | Time: 2143.53 ms [2022-03-07 13:06:40 main:574] : INFO : Epoch 2004 | loss: 0.0311749 | val_loss: 0.031165 | Time: 2143.35 ms [2022-03-07 13:06:42 main:574] : INFO : Epoch 2005 | loss: 0.0311634 | val_loss: 0.0311648 | Time: 2142.98 ms [2022-03-07 13:06:44 main:574] : INFO : Epoch 2006 | loss: 0.0311659 | val_loss: 0.0311688 | Time: 2142.97 ms [2022-03-07 13:06:46 main:574] : INFO : Epoch 2007 | loss: 0.0311618 | val_loss: 0.0311711 | Time: 2143.31 ms [2022-03-07 13:06:48 main:574] : INFO : Epoch 2008 | loss: 0.0311625 | val_loss: 0.0311656 | Time: 2143.04 ms [2022-03-07 13:06:51 main:574] : INFO : Epoch 2009 | loss: 0.0311607 | val_loss: 0.0311655 | Time: 2144.92 ms [2022-03-07 13:06:53 main:574] : INFO : Epoch 2010 | loss: 0.0311624 | val_loss: 0.0311663 | Time: 2144.85 ms [2022-03-07 13:06:55 main:574] : INFO : Epoch 2011 | loss: 0.0311602 | val_loss: 0.0311659 | Time: 2143.24 ms [2022-03-07 13:06:57 main:574] : INFO : Epoch 2012 | loss: 0.031158 | val_loss: 0.0311636 | Time: 2143.36 ms [2022-03-07 13:06:59 main:574] : INFO : Epoch 2013 | loss: 0.0311602 | val_loss: 0.0311612 | Time: 2143.99 ms [2022-03-07 13:07:01 main:574] : INFO : Epoch 2014 | loss: 0.0311615 | val_loss: 0.0311615 | Time: 2144.49 ms [2022-03-07 13:07:03 main:574] : INFO : Epoch 2015 | loss: 0.0311665 | val_loss: 0.0311824 | Time: 2142.08 ms [2022-03-07 13:07:06 main:574] : INFO : Epoch 2016 | loss: 0.0311817 | val_loss: 0.0311806 | Time: 2143.19 ms [2022-03-07 13:07:08 main:574] : INFO : Epoch 2017 | loss: 0.031179 | val_loss: 0.031178 | Time: 2145.02 ms [2022-03-07 13:07:10 main:574] : INFO : Epoch 2018 | loss: 0.0311787 | val_loss: 0.0311755 | Time: 2144.28 ms [2022-03-07 13:07:12 main:574] : INFO : Epoch 2019 | loss: 0.0311774 | val_loss: 0.0311756 | Time: 2144.85 ms [2022-03-07 13:07:14 main:574] : INFO : Epoch 2020 | loss: 0.0311741 | val_loss: 0.0311748 | Time: 2143.15 ms [2022-03-07 13:07:16 main:574] : INFO : Epoch 2021 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 2144.72 ms [2022-03-07 13:07:18 main:574] : INFO : Epoch 2022 | loss: 0.0311719 | val_loss: 0.0311728 | Time: 2143.11 ms [2022-03-07 13:07:21 main:574] : INFO : Epoch 2023 | loss: 0.0311726 | val_loss: 0.0311818 | Time: 2143.52 ms [2022-03-07 13:07:23 main:574] : INFO : Epoch 2024 | loss: 0.0311751 | val_loss: 0.0311772 | Time: 2141.92 ms [2022-03-07 13:07:25 main:574] : INFO : Epoch 2025 | loss: 0.0311829 | val_loss: 0.031201 | Time: 2143.36 ms [2022-03-07 13:07:27 main:574] : INFO : Epoch 2026 | loss: 0.0311855 | val_loss: 0.0311719 | Time: 2143.61 ms [2022-03-07 13:07:29 main:574] : INFO : Epoch 2027 | loss: 0.0311706 | val_loss: 0.0311734 | Time: 2143.42 ms [2022-03-07 13:07:31 main:574] : INFO : Epoch 2028 | loss: 0.031172 | val_loss: 0.0311876 | Time: 2144.28 ms [2022-03-07 13:07:33 main:574] : INFO : Epoch 2029 | loss: 0.0311723 | val_loss: 0.0311709 | Time: 2143.43 ms [2022-03-07 13:07:36 main:574] : INFO : Epoch 2030 | loss: 0.0311679 | val_loss: 0.0311704 | Time: 2142.63 ms [2022-03-07 13:07:38 main:574] : INFO : Epoch 2031 | loss: 0.0311672 | val_loss: 0.0311701 | Time: 2143.75 ms [2022-03-07 13:07:40 main:574] : INFO : Epoch 2032 | loss: 0.0311689 | val_loss: 0.0311691 | Time: 2144 ms [2022-03-07 13:07:42 main:574] : INFO : Epoch 2033 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 2142.9 ms [2022-03-07 13:07:44 main:574] : INFO : Epoch 2034 | loss: 0.0311696 | val_loss: 0.0311802 | Time: 2142.66 ms [2022-03-07 13:07:46 main:574] : INFO : Epoch 2035 | loss: 0.0311796 | val_loss: 0.0311773 | Time: 2142.96 ms [2022-03-07 13:07:48 main:574] : INFO : Epoch 2036 | loss: 0.0311838 | val_loss: 0.0311809 | Time: 2143.39 ms [2022-03-07 13:07:51 main:574] : INFO : Epoch 2037 | loss: 0.0311742 | val_loss: 0.0311702 | Time: 2144.74 ms [2022-03-07 13:07:53 main:574] : INFO : Epoch 2038 | loss: 0.0311714 | val_loss: 0.0311667 | Time: 2143.61 ms [2022-03-07 13:07:55 main:574] : INFO : Epoch 2039 | loss: 0.0311682 | val_loss: 0.0311713 | Time: 2143.5 ms [2022-03-07 13:07:57 main:574] : INFO : Epoch 2040 | loss: 0.03117 | val_loss: 0.0311756 | Time: 2143.4 ms [2022-03-07 13:07:59 main:574] : INFO : Epoch 2041 | loss: 0.0311761 | val_loss: 0.0311814 | Time: 2142.78 ms [2022-03-07 13:08:01 main:574] : INFO : Epoch 2042 | loss: 0.0311765 | val_loss: 0.0311731 | Time: 2142.89 ms [2022-03-07 13:08:04 main:574] : INFO : Epoch 2043 | loss: 0.0311762 | val_loss: 0.0311802 | Time: 2143.54 ms [2022-03-07 13:08:06 main:574] : INFO : Epoch 2044 | loss: 0.0311731 | val_loss: 0.0311735 | Time: 2144.9 ms [2022-03-07 13:08:08 main:574] : INFO : Epoch 2045 | loss: 0.0311728 | val_loss: 0.031172 | Time: 2144.03 ms [2022-03-07 13:08:10 main:574] : INFO : Epoch 2046 | loss: 0.0311728 | val_loss: 0.0311707 | Time: 2144.47 ms [2022-03-07 13:08:12 main:574] : INFO : Epoch 2047 | loss: 0.0311721 | val_loss: 0.0311708 | Time: 2143.49 ms [2022-03-07 13:08:14 main:574] : INFO : Epoch 2048 | loss: 0.0311698 | val_loss: 0.0311703 | Time: 2142.97 ms [2022-03-07 13:08:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311703 [2022-03-07 13:08:14 main:603] : INFO : Saving end state to config to file [2022-03-07 13:08:14 main:608] : INFO : Success, exiting.. 13:08:14 (10544): 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)