Task 12632823
| Name | ParityModified-1639965781-18572-3-0_2 |
| Workunit | 8824716 |
| Created | 7 Mar 2022, 6:23:17 UTC |
| Sent | 7 Mar 2022, 7:12:58 UTC |
| Report deadline | 15 Mar 2022, 7:12:58 UTC |
| Received | 7 Mar 2022, 10:12:23 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 12 min 52 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> :574] : INFO : Epoch 1542 | loss: 0.0311479 | val_loss: 0.0311485 | Time: 2159.15 ms [2022-03-07 02:53:57 main:574] : INFO : Epoch 1543 | loss: 0.0311473 | val_loss: 0.0311483 | Time: 2165.26 ms [2022-03-07 02:53:59 main:574] : INFO : Epoch 1544 | loss: 0.0311469 | val_loss: 0.031148 | Time: 2165.65 ms [2022-03-07 02:54:01 main:574] : INFO : Epoch 1545 | loss: 0.0311466 | val_loss: 0.0311481 | Time: 2158.69 ms [2022-03-07 02:54:03 main:574] : INFO : Epoch 1546 | loss: 0.0311461 | val_loss: 0.0311479 | Time: 2164.32 ms [2022-03-07 02:54:05 main:574] : INFO : Epoch 1547 | loss: 0.0311459 | val_loss: 0.0311476 | Time: 2157.78 ms [2022-03-07 02:54:08 main:574] : INFO : Epoch 1548 | loss: 0.0311458 | val_loss: 0.0311478 | Time: 2154.73 ms [2022-03-07 02:54:10 main:574] : INFO : Epoch 1549 | loss: 0.031146 | val_loss: 0.0311477 | Time: 2162.65 ms [2022-03-07 02:54:12 main:574] : INFO : Epoch 1550 | loss: 0.0311455 | val_loss: 0.0311474 | Time: 2155.75 ms [2022-03-07 02:54:14 main:574] : INFO : Epoch 1551 | loss: 0.0311451 | val_loss: 0.0311478 | Time: 2152.63 ms [2022-03-07 02:54:16 main:574] : INFO : Epoch 1552 | loss: 0.0311453 | val_loss: 0.0311475 | Time: 2150.32 ms [2022-03-07 02:54:18 main:574] : INFO : Epoch 1553 | loss: 0.0311449 | val_loss: 0.0311469 | Time: 2142.58 ms [2022-03-07 02:54:20 main:574] : INFO : Epoch 1554 | loss: 0.0311443 | val_loss: 0.0311469 | Time: 2142.63 ms [2022-03-07 02:54:23 main:574] : INFO : Epoch 1555 | loss: 0.0311444 | val_loss: 0.0311468 | Time: 2148.34 ms [2022-03-07 02:54:25 main:574] : INFO : Epoch 1556 | loss: 0.0311442 | val_loss: 0.0311467 | Time: 2153.1 ms [2022-03-07 02:54:27 main:574] : INFO : Epoch 1557 | loss: 0.0311447 | val_loss: 0.0311464 | Time: 2156.25 ms [2022-03-07 02:54:29 main:574] : INFO : Epoch 1558 | loss: 0.0311451 | val_loss: 0.0311461 | Time: 2163.6 ms [2022-03-07 02:54:31 main:574] : INFO : Epoch 1559 | loss: 0.031145 | val_loss: 0.0311465 | Time: 2162.53 ms [2022-03-07 02:54:33 main:574] : INFO : Epoch 1560 | loss: 0.031145 | val_loss: 0.0311472 | Time: 2164.06 ms [2022-03-07 02:54:36 main:574] : INFO : Epoch 1561 | loss: 0.0311451 | val_loss: 0.0311473 | Time: 2159.14 ms [2022-03-07 02:54:38 main:574] : INFO : Epoch 1562 | loss: 0.0311445 | val_loss: 0.031147 | Time: 2156.34 ms [2022-03-07 02:54:40 main:574] : INFO : Epoch 1563 | loss: 0.031144 | val_loss: 0.0311467 | Time: 2159.56 ms [2022-03-07 02:54:42 main:574] : INFO : Epoch 1564 | loss: 0.0311441 | val_loss: 0.0311468 | Time: 2159.86 ms [2022-03-07 02:54:44 main:574] : INFO : Epoch 1565 | loss: 0.0311438 | val_loss: 0.0311465 | Time: 2158.39 ms [2022-03-07 02:54:46 main:574] : INFO : Epoch 1566 | loss: 0.0311435 | val_loss: 0.0311465 | Time: 2157.87 ms [2022-03-07 02:54:49 main:574] : INFO : Epoch 1567 | loss: 0.0311431 | val_loss: 0.0311463 | Time: 2152.96 ms [2022-03-07 02:54:51 main:574] : INFO : Epoch 1568 | loss: 0.0311428 | val_loss: 0.0311458 | Time: 2154.05 ms [2022-03-07 02:54:53 main:574] : INFO : Epoch 1569 | loss: 0.0311426 | val_loss: 0.0311456 | Time: 2159.4 ms [2022-03-07 02:54:55 main:574] : INFO : Epoch 1570 | loss: 0.0311423 | val_loss: 0.0311451 | Time: 2155.4 ms [2022-03-07 02:54:57 main:574] : INFO : Epoch 1571 | loss: 0.0311423 | val_loss: 0.0311455 | Time: 2148.08 ms [2022-03-07 02:54:59 main:574] : INFO : Epoch 1572 | loss: 0.031142 | val_loss: 0.0311456 | Time: 2135.89 ms [2022-03-07 02:55:01 main:574] : INFO : Epoch 1573 | loss: 0.0311415 | val_loss: 0.0311455 | Time: 2148.05 ms [2022-03-07 02:55:04 main:574] : INFO : Epoch 1574 | loss: 0.0311414 | val_loss: 0.0311451 | Time: 2152.83 ms [2022-03-07 02:55:06 main:574] : INFO : Epoch 1575 | loss: 0.0311408 | val_loss: 0.0311449 | Time: 2152.5 ms [2022-03-07 02:55:08 main:574] : INFO : Epoch 1576 | loss: 0.0311405 | val_loss: 0.0311449 | Time: 2153.37 ms [2022-03-07 02:55:10 main:574] : INFO : Epoch 1577 | loss: 0.0311407 | val_loss: 0.031145 | Time: 2154.74 ms [2022-03-07 02:55:12 main:574] : INFO : Epoch 1578 | loss: 0.031141 | val_loss: 0.0311454 | Time: 2165.23 ms [2022-03-07 02:55:14 main:574] : INFO : Epoch 1579 | loss: 0.0311406 | val_loss: 0.0311436 | Time: 2162.95 ms [2022-03-07 02:55:17 main:574] : INFO : Epoch 1580 | loss: 0.0311401 | val_loss: 0.0311436 | Time: 2163.19 ms [2022-03-07 02:55:19 main:574] : INFO : Epoch 1581 | loss: 0.03114 | val_loss: 0.0311434 | Time: 2158.95 ms [2022-03-07 02:55:21 main:574] : INFO : Epoch 1582 | loss: 0.0311393 | val_loss: 0.0311431 | Time: 2156.29 ms [2022-03-07 02:55:23 main:574] : INFO : Epoch 1583 | loss: 0.0311395 | val_loss: 0.0311438 | Time: 2159.06 ms [2022-03-07 02:55:25 main:574] : INFO : Epoch 1584 | loss: 0.0311393 | val_loss: 0.0311439 | Time: 2154.91 ms [2022-03-07 02:55:27 main:574] : INFO : Epoch 1585 | loss: 0.0311397 | val_loss: 0.0311439 | Time: 2157.05 ms [2022-03-07 02:55:30 main:574] : INFO : Epoch 1586 | loss: 0.031139 | val_loss: 0.0311437 | Time: 2146.69 ms [2022-03-07 02:55:32 main:574] : INFO : Epoch 1587 | loss: 0.031139 | val_loss: 0.0311436 | Time: 2148.69 ms [2022-03-07 02:55:34 main:574] : INFO : Epoch 1588 | loss: 0.0311385 | val_loss: 0.0311445 | Time: 2146.02 ms [2022-03-07 02:55:36 main:574] : INFO : Epoch 1589 | loss: 0.0311384 | val_loss: 0.0311428 | Time: 2143.82 ms [2022-03-07 02:55:38 main:574] : INFO : Epoch 1590 | loss: 0.0311379 | val_loss: 0.0311422 | Time: 2147.68 ms [2022-03-07 02:55:40 main:574] : INFO : Epoch 1591 | loss: 0.0311378 | val_loss: 0.0311419 | Time: 2153.15 ms [2022-03-07 02:55:42 main:574] : INFO : Epoch 1592 | loss: 0.0311378 | val_loss: 0.0311423 | Time: 2152.16 ms [2022-03-07 02:55:45 main:574] : INFO : Epoch 1593 | loss: 0.0311376 | val_loss: 0.0311421 | Time: 2155.77 ms [2022-03-07 02:55:47 main:574] : INFO : Epoch 1594 | loss: 0.0311377 | val_loss: 0.0311423 | Time: 2156.83 ms [2022-03-07 02:55:49 main:574] : INFO : Epoch 1595 | loss: 0.0311374 | val_loss: 0.0311417 | Time: 2165.53 ms [2022-03-07 02:55:51 main:574] : INFO : Epoch 1596 | loss: 0.0311375 | val_loss: 0.0311424 | Time: 2161.92 ms [2022-03-07 02:55:53 main:574] : INFO : Epoch 1597 | loss: 0.0311371 | val_loss: 0.0311421 | Time: 2156.52 ms [2022-03-07 02:55:55 main:574] : INFO : Epoch 1598 | loss: 0.0311373 | val_loss: 0.0311423 | Time: 2155.07 ms [2022-03-07 02:55:58 main:574] : INFO : Epoch 1599 | loss: 0.0311372 | val_loss: 0.0311417 | Time: 2160.63 ms [2022-03-07 02:56:00 main:574] : INFO : Epoch 1600 | loss: 0.0311377 | val_loss: 0.0311419 | Time: 2151.33 ms [2022-03-07 02:56:02 main:574] : INFO : Epoch 1601 | loss: 0.031137 | val_loss: 0.0311414 | Time: 2157.73 ms [2022-03-07 02:56:04 main:574] : INFO : Epoch 1602 | loss: 0.0311367 | val_loss: 0.0311418 | Time: 2151.21 ms [2022-03-07 02:56:06 main:574] : INFO : Epoch 1603 | loss: 0.0311369 | val_loss: 0.0311413 | Time: 2143.09 ms [2022-03-07 02:56:08 main:574] : INFO : Epoch 1604 | loss: 0.0311369 | val_loss: 0.0311411 | Time: 2139.44 ms [2022-03-07 02:56:10 main:574] : INFO : Epoch 1605 | loss: 0.0311366 | val_loss: 0.0311411 | Time: 2144.59 ms [2022-03-07 02:56:13 main:574] : INFO : Epoch 1606 | loss: 0.0311376 | val_loss: 0.0311419 | Time: 2150.99 ms [2022-03-07 02:56:15 main:574] : INFO : Epoch 1607 | loss: 0.0311402 | val_loss: 0.0311419 | Time: 2154.72 ms [2022-03-07 02:56:17 main:574] : INFO : Epoch 1608 | loss: 0.0311401 | val_loss: 0.0311423 | Time: 2160.73 ms [2022-03-07 02:56:19 main:574] : INFO : Epoch 1609 | loss: 0.0311403 | val_loss: 0.0311431 | Time: 2160.11 ms [2022-03-07 02:56:21 main:574] : INFO : Epoch 1610 | loss: 0.0311398 | val_loss: 0.0311424 | Time: 2153.73 ms [2022-03-07 02:56:23 main:574] : INFO : Epoch 1611 | loss: 0.0311392 | val_loss: 0.0311418 | Time: 2163.12 ms [2022-03-07 02:56:26 main:574] : INFO : Epoch 1612 | loss: 0.0311388 | val_loss: 0.0311412 | Time: 2159.35 ms [2022-03-07 02:56:28 main:574] : INFO : Epoch 1613 | loss: 0.0311385 | val_loss: 0.0311415 | Time: 2155.95 ms [2022-03-07 02:56:30 main:574] : INFO : Epoch 1614 | loss: 0.0311381 | val_loss: 0.0311424 | Time: 2161.79 ms [2022-03-07 02:56:32 main:574] : INFO : Epoch 1615 | loss: 0.0311383 | val_loss: 0.0311424 | Time: 2160.09 ms [2022-03-07 02:56:34 main:574] : INFO : Epoch 1616 | loss: 0.0311392 | val_loss: 0.0311428 | Time: 2159.03 ms [2022-03-07 02:56:36 main:574] : INFO : Epoch 1617 | loss: 0.0311385 | val_loss: 0.031142 | Time: 2162.61 ms [2022-03-07 02:56:39 main:574] : INFO : Epoch 1618 | loss: 0.0311378 | val_loss: 0.0311413 | Time: 2156.68 ms [2022-03-07 02:56:41 main:574] : INFO : Epoch 1619 | loss: 0.0311373 | val_loss: 0.0311412 | Time: 2163.08 ms [2022-03-07 02:56:43 main:574] : INFO : Epoch 1620 | loss: 0.0311366 | val_loss: 0.0311421 | Time: 2151.72 ms [2022-03-07 02:56:45 main:574] : INFO : Epoch 1621 | loss: 0.0311382 | val_loss: 0.0311415 | Time: 2147.92 ms [2022-03-07 02:56:47 main:574] : INFO : Epoch 1622 | loss: 0.0311379 | val_loss: 0.0311414 | Time: 2145.16 ms [2022-03-07 02:56:49 main:574] : INFO : Epoch 1623 | loss: 0.0311376 | val_loss: 0.0311415 | Time: 2146.89 ms [2022-03-07 02:56:51 main:574] : INFO : Epoch 1624 | loss: 0.0311375 | val_loss: 0.03114 | Time: 2146.99 ms [2022-03-07 02:56:54 main:574] : INFO : Epoch 1625 | loss: 0.0311377 | val_loss: 0.0311414 | Time: 2152.04 ms [2022-03-07 02:56:56 main:574] : INFO : Epoch 1626 | loss: 0.0311365 | val_loss: 0.0311404 | Time: 2157.39 ms [2022-03-07 02:56:58 main:574] : INFO : Epoch 1627 | loss: 0.0311361 | val_loss: 0.0311395 | Time: 2152.5 ms [2022-03-07 02:57:00 main:574] : INFO : Epoch 1628 | loss: 0.0311353 | val_loss: 0.0311404 | Time: 2154.29 ms [2022-03-07 02:57:02 main:574] : INFO : Epoch 1629 | loss: 0.0311352 | val_loss: 0.0311407 | Time: 2155.25 ms [2022-03-07 02:57:04 main:574] : INFO : Epoch 1630 | loss: 0.0311349 | val_loss: 0.0311402 | Time: 2162.19 ms [2022-03-07 02:57:07 main:574] : INFO : Epoch 1631 | loss: 0.0311352 | val_loss: 0.0311421 | Time: 2156.84 ms [2022-03-07 02:57:09 main:574] : INFO : Epoch 1632 | loss: 0.0311354 | val_loss: 0.031141 | Time: 2161.48 ms [2022-03-07 02:57:11 main:574] : INFO : Epoch 1633 | loss: 0.0311352 | val_loss: 0.0311416 | Time: 2157.92 ms [2022-03-07 02:57:13 main:574] : INFO : Epoch 1634 | loss: 0.0311349 | val_loss: 0.0311411 | Time: 2155.55 ms [2022-03-07 02:57:15 main:574] : INFO : Epoch 1635 | loss: 0.0311345 | val_loss: 0.0311418 | Time: 2168.41 ms [2022-03-07 02:57:17 main:574] : INFO : Epoch 1636 | loss: 0.0311341 | val_loss: 0.0311407 | Time: 2154.81 ms [2022-03-07 02:57:20 main:574] : INFO : Epoch 1637 | loss: 0.0311339 | val_loss: 0.0311407 | Time: 2162.02 ms [2022-03-07 02:57:22 main:574] : INFO : Epoch 1638 | loss: 0.0311338 | val_loss: 0.0311414 | Time: 2161.39 ms [2022-03-07 02:57:24 main:574] : INFO : Epoch 1639 | loss: 0.0311342 | val_loss: 0.0311405 | Time: 2160.99 ms [2022-03-07 02:57:26 main:574] : INFO : Epoch 1640 | loss: 0.0311342 | val_loss: 0.031141 | Time: 2161.21 ms [2022-03-07 02:57:28 main:574] : INFO : Epoch 1641 | loss: 0.0311354 | val_loss: 0.0311421 | Time: 2166.06 ms [2022-03-07 02:57:30 main:574] : INFO : Epoch 1642 | loss: 0.0311345 | val_loss: 0.0311417 | Time: 2163.33 ms [2022-03-07 02:57:33 main:574] : INFO : Epoch 1643 | loss: 0.031135 | val_loss: 0.0311413 | Time: 2158.72 ms [2022-03-07 02:57:35 main:574] : INFO : Epoch 1644 | loss: 0.0311344 | val_loss: 0.0311409 | Time: 2163.56 ms [2022-03-07 02:57:37 main:574] : INFO : Epoch 1645 | loss: 0.031135 | val_loss: 0.0311403 | Time: 2162.85 ms [2022-03-07 02:57:39 main:574] : INFO : Epoch 1646 | loss: 0.0311338 | val_loss: 0.0311402 | Time: 2168.11 ms [2022-03-07 02:57:41 main:574] : INFO : Epoch 1647 | loss: 0.031134 | val_loss: 0.0311409 | Time: 2163.16 ms [2022-03-07 02:57:43 main:574] : INFO : Epoch 1648 | loss: 0.0311336 | val_loss: 0.0311398 | Time: 2158.58 ms [2022-03-07 02:57:46 main:574] : INFO : Epoch 1649 | loss: 0.0311331 | val_loss: 0.0311405 | Time: 2154.96 ms [2022-03-07 02:57:48 main:574] : INFO : Epoch 1650 | loss: 0.0311332 | val_loss: 0.0311404 | Time: 2154.07 ms [2022-03-07 02:57:50 main:574] : INFO : Epoch 1651 | loss: 0.0311328 | val_loss: 0.031142 | Time: 2164.61 ms [2022-03-07 02:57:52 main:574] : INFO : Epoch 1652 | loss: 0.0311342 | val_loss: 0.0311415 | Time: 2159.2 ms [2022-03-07 02:57:54 main:574] : INFO : Epoch 1653 | loss: 0.0311332 | val_loss: 0.0311406 | Time: 2163.76 ms [2022-03-07 02:57:56 main:574] : INFO : Epoch 1654 | loss: 0.0311329 | val_loss: 0.0311409 | Time: 2166.1 ms [2022-03-07 02:57:59 main:574] : INFO : Epoch 1655 | loss: 0.0311328 | val_loss: 0.0311416 | Time: 2163.78 ms [2022-03-07 02:58:01 main:574] : INFO : Epoch 1656 | loss: 0.0311332 | val_loss: 0.0311423 | Time: 2166.53 ms [2022-03-07 02:58:03 main:574] : INFO : Epoch 1657 | loss: 0.0311335 | val_loss: 0.0311416 | Time: 2164.31 ms [2022-03-07 02:58:05 main:574] : INFO : Epoch 1658 | loss: 0.0311327 | val_loss: 0.0311418 | Time: 2158.33 ms [2022-03-07 02:58:07 main:574] : INFO : Epoch 1659 | loss: 0.0311324 | val_loss: 0.0311418 | Time: 2160.72 ms [2022-03-07 02:58:09 main:574] : INFO : Epoch 1660 | loss: 0.0311322 | val_loss: 0.0311417 | Time: 2164.7 ms [2022-03-07 02:58:11 main:574] : INFO : Epoch 1661 | loss: 0.0311331 | val_loss: 0.0311417 | Time: 2165.23 ms [2022-03-07 02:58:14 main:574] : INFO : Epoch 1662 | loss: 0.031132 | val_loss: 0.0311412 | Time: 2161.35 ms [2022-03-07 02:58:16 main:574] : INFO : Epoch 1663 | loss: 0.0311322 | val_loss: 0.0311426 | Time: 2162.97 ms [2022-03-07 02:58:18 main:574] : INFO : Epoch 1664 | loss: 0.031132 | val_loss: 0.0311412 | Time: 2161.32 ms [2022-03-07 02:58:20 main:574] : INFO : Epoch 1665 | loss: 0.0311319 | val_loss: 0.031141 | Time: 2161.75 ms [2022-03-07 02:58:22 main:574] : INFO : Epoch 1666 | loss: 0.031132 | val_loss: 0.031141 | Time: 2159.88 ms [2022-03-07 02:58:24 main:574] : INFO : Epoch 1667 | loss: 0.0311318 | val_loss: 0.0311403 | Time: 2161.7 ms [2022-03-07 02:58:27 main:574] : INFO : Epoch 1668 | loss: 0.0311316 | val_loss: 0.0311402 | Time: 2162.03 ms [2022-03-07 02:58:29 main:574] : INFO : Epoch 1669 | loss: 0.0311313 | val_loss: 0.0311404 | Time: 2162.22 ms [2022-03-07 02:58:31 main:574] : INFO : Epoch 1670 | loss: 0.0311315 | val_loss: 0.0311407 | Time: 2161.66 ms [2022-03-07 02:58:33 main:574] : INFO : Epoch 1671 | loss: 0.0311317 | val_loss: 0.0311393 | Time: 2151.78 ms [2022-03-07 02:58:35 main:574] : INFO : Epoch 1672 | loss: 0.0311315 | val_loss: 0.0311414 | Time: 2161.63 ms [2022-03-07 02:58:37 main:574] : INFO : Epoch 1673 | loss: 0.0311316 | val_loss: 0.0311402 | Time: 2160.19 ms [2022-03-07 02:58:40 main:574] : INFO : Epoch 1674 | loss: 0.0311308 | val_loss: 0.0311392 | Time: 2163.81 ms [2022-03-07 02:58:42 main:574] : INFO : Epoch 1675 | loss: 0.0311306 | val_loss: 0.0311392 | Time: 2166.75 ms [2022-03-07 02:58:44 main:574] : INFO : Epoch 1676 | loss: 0.0311313 | val_loss: 0.0311397 | Time: 2158.43 ms [2022-03-07 02:58:46 main:574] : INFO : Epoch 1677 | loss: 0.0311318 | val_loss: 0.0311409 | Time: 2155.27 ms [2022-03-07 02:58:48 main:574] : INFO : Epoch 1678 | loss: 0.0311323 | val_loss: 0.0311413 | Time: 2163.87 ms [2022-03-07 02:58:50 main:574] : INFO : Epoch 1679 | loss: 0.0311329 | val_loss: 0.0311412 | Time: 2159.91 ms [2022-03-07 02:58:53 main:574] : INFO : Epoch 1680 | loss: 0.0311353 | val_loss: 0.0311407 | Time: 2159.09 ms [2022-03-07 02:58:55 main:574] : INFO : Epoch 1681 | loss: 0.0311336 | val_loss: 0.0311423 | Time: 2159.71 ms [2022-03-07 02:58:57 main:574] : INFO : Epoch 1682 | loss: 0.0311356 | val_loss: 0.0311406 | Time: 2164.11 ms [2022-03-07 02:58:59 main:574] : INFO : Epoch 1683 | loss: 0.0311327 | val_loss: 0.0311412 | Time: 2166.02 ms [2022-03-07 02:59:01 main:574] : INFO : Epoch 1684 | loss: 0.0311337 | val_loss: 0.031139 | Time: 2161.21 ms [2022-03-07 02:59:03 main:574] : INFO : Epoch 1685 | loss: 0.0311333 | val_loss: 0.0311393 | Time: 2167.99 ms [2022-03-07 02:59:06 main:574] : INFO : Epoch 1686 | loss: 0.0311324 | val_loss: 0.0311388 | Time: 2155.22 ms [2022-03-07 02:59:08 main:574] : INFO : Epoch 1687 | loss: 0.0311311 | val_loss: 0.0311384 | Time: 2162.04 ms [2022-03-07 02:59:10 main:574] : INFO : Epoch 1688 | loss: 0.0311305 | val_loss: 0.0311393 | Time: 2155.66 ms [2022-03-07 02:59:12 main:574] : INFO : Epoch 1689 | loss: 0.0311306 | val_loss: 0.0311403 | Time: 2156.89 ms [2022-03-07 02:59:14 main:574] : INFO : Epoch 1690 | loss: 0.0311315 | val_loss: 0.0311414 | Time: 2164.48 ms [2022-03-07 02:59:16 main:574] : INFO : Epoch 1691 | loss: 0.0311301 | val_loss: 0.0311397 | Time: 2164.81 ms [2022-03-07 02:59:19 main:574] : INFO : Epoch 1692 | loss: 0.0311305 | val_loss: 0.0311408 | Time: 2157.43 ms [2022-03-07 02:59:21 main:574] : INFO : Epoch 1693 | loss: 0.0311307 | val_loss: 0.0311404 | Time: 2160.43 ms [2022-03-07 02:59:23 main:574] : INFO : Epoch 1694 | loss: 0.031132 | val_loss: 0.0311395 | Time: 2161.45 ms [2022-03-07 02:59:25 main:574] : INFO : Epoch 1695 | loss: 0.0311313 | val_loss: 0.0311395 | Time: 2162.22 ms [2022-03-07 02:59:27 main:574] : INFO : Epoch 1696 | loss: 0.0311311 | val_loss: 0.0311412 | Time: 2172.38 ms [2022-03-07 02:59:29 main:574] : INFO : Epoch 1697 | loss: 0.0311338 | val_loss: 0.0311405 | Time: 2164.65 ms [2022-03-07 02:59:32 main:574] : INFO : Epoch 1698 | loss: 0.0311338 | val_loss: 0.0311413 | Time: 2158.28 ms [2022-03-07 02:59:34 main:574] : INFO : Epoch 1699 | loss: 0.0311325 | val_loss: 0.0311395 | Time: 2168.25 ms [2022-03-07 02:59:36 main:574] : INFO : Epoch 1700 | loss: 0.0311322 | val_loss: 0.0311398 | Time: 2163.77 ms [2022-03-07 02:59:38 main:574] : INFO : Epoch 1701 | loss: 0.0311331 | val_loss: 0.0311392 | Time: 2155.29 ms [2022-03-07 02:59:40 main:574] : INFO : Epoch 1702 | loss: 0.0311325 | val_loss: 0.0311396 | Time: 2158.65 ms [2022-03-07 02:59:42 main:574] : INFO : Epoch 1703 | loss: 0.0311323 | val_loss: 0.0311399 | Time: 2164.78 ms [2022-03-07 02:59:45 main:574] : INFO : Epoch 1704 | loss: 0.0311332 | val_loss: 0.0311416 | Time: 2164.98 ms [2022-03-07 02:59:47 main:574] : INFO : Epoch 1705 | loss: 0.0311323 | val_loss: 0.0311388 | Time: 2162.03 ms [2022-03-07 02:59:49 main:574] : INFO : Epoch 1706 | loss: 0.0311311 | val_loss: 0.0311387 | Time: 2162.07 ms [2022-03-07 02:59:51 main:574] : INFO : Epoch 1707 | loss: 0.0311305 | val_loss: 0.0311396 | Time: 2165.41 ms [2022-03-07 02:59:53 main:574] : INFO : Epoch 1708 | loss: 0.0311313 | val_loss: 0.0311411 | Time: 2161.77 ms [2022-03-07 02:59:55 main:574] : INFO : Epoch 1709 | loss: 0.0311304 | val_loss: 0.0311402 | Time: 2161.42 ms [2022-03-07 02:59:58 main:574] : INFO : Epoch 1710 | loss: 0.03113 | val_loss: 0.0311388 | Time: 2165.89 ms [2022-03-07 03:00:00 main:574] : INFO : Epoch 1711 | loss: 0.0311296 | val_loss: 0.031139 | Time: 2163.92 ms [2022-03-07 03:00:02 main:574] : INFO : Epoch 1712 | loss: 0.03113 | val_loss: 0.0311378 | Time: 2160.28 ms [2022-03-07 03:00:04 main:574] : INFO : Epoch 1713 | loss: 0.0311302 | val_loss: 0.0311387 | Time: 2160.6 ms [2022-03-07 03:00:06 main:574] : INFO : Epoch 1714 | loss: 0.0311303 | val_loss: 0.0311398 | Time: 2162.25 ms [2022-03-07 03:00:08 main:574] : INFO : Epoch 1715 | loss: 0.0311314 | val_loss: 0.0311397 | Time: 2157.93 ms [2022-03-07 03:00:10 main:574] : INFO : Epoch 1716 | loss: 0.031131 | val_loss: 0.0311401 | Time: 2156.04 ms [2022-03-07 03:00:13 main:574] : INFO : Epoch 1717 | loss: 0.0311302 | val_loss: 0.0311399 | Time: 2165.53 ms [2022-03-07 03:00:15 main:574] : INFO : Epoch 1718 | loss: 0.0311299 | val_loss: 0.03114 | Time: 2154.09 ms [2022-03-07 03:00:17 main:574] : INFO : Epoch 1719 | loss: 0.0311297 | val_loss: 0.031141 | Time: 2162.83 ms [2022-03-07 03:00:19 main:574] : INFO : Epoch 1720 | loss: 0.0311303 | val_loss: 0.031142 | Time: 2154.84 ms [2022-03-07 03:00:21 main:574] : INFO : Epoch 1721 | loss: 0.0311319 | val_loss: 0.0311406 | Time: 2159.98 ms [2022-03-07 03:00:23 main:574] : INFO : Epoch 1722 | loss: 0.0311308 | val_loss: 0.0311422 | Time: 2162.58 ms [2022-03-07 03:00:26 main:574] : INFO : Epoch 1723 | loss: 0.0311329 | val_loss: 0.0311434 | Time: 2171.53 ms [2022-03-07 03:00:28 main:574] : INFO : Epoch 1724 | loss: 0.0311302 | val_loss: 0.0311417 | Time: 2161.54 ms [2022-03-07 03:00:30 main:574] : INFO : Epoch 1725 | loss: 0.0311302 | val_loss: 0.0311419 | Time: 2168.42 ms [2022-03-07 03:00:32 main:574] : INFO : Epoch 1726 | loss: 0.0311306 | val_loss: 0.0311438 | Time: 2159.37 ms [2022-03-07 03:00:34 main:574] : INFO : Epoch 1727 | loss: 0.031131 | val_loss: 0.031142 | Time: 2159.8 ms [2022-03-07 03:00:36 main:574] : INFO : Epoch 1728 | loss: 0.0311328 | val_loss: 0.03114 | Time: 2158.78 ms [2022-03-07 03:00:39 main:574] : INFO : Epoch 1729 | loss: 0.0311351 | val_loss: 0.0311414 | Time: 2166.47 ms [2022-03-07 03:00:41 main:574] : INFO : Epoch 1730 | loss: 0.0311362 | val_loss: 0.0311416 | Time: 2162.73 ms [2022-03-07 03:00:43 main:574] : INFO : Epoch 1731 | loss: 0.0311349 | val_loss: 0.0311424 | Time: 2164.94 ms [2022-03-07 03:00:45 main:574] : INFO : Epoch 1732 | loss: 0.0311337 | val_loss: 0.0311407 | Time: 2161.37 ms [2022-03-07 03:00:47 main:574] : INFO : Epoch 1733 | loss: 0.0311327 | val_loss: 0.0311414 | Time: 2161.88 ms [2022-03-07 03:00:49 main:574] : INFO : Epoch 1734 | loss: 0.0311329 | val_loss: 0.0311404 | Time: 2163.09 ms [2022-03-07 03:00:52 main:574] : INFO : Epoch 1735 | loss: 0.0311326 | val_loss: 0.0311428 | Time: 2161.43 ms [2022-03-07 03:00:54 main:574] : INFO : Epoch 1736 | loss: 0.0311339 | val_loss: 0.03114 | Time: 2163.46 ms [2022-03-07 03:00:56 main:574] : INFO : Epoch 1737 | loss: 0.0311329 | val_loss: 0.0311414 | Time: 2160.34 ms [2022-03-07 03:00:58 main:574] : INFO : Epoch 1738 | loss: 0.0311316 | val_loss: 0.0311398 | Time: 2159.94 ms [2022-03-07 03:01:00 main:574] : INFO : Epoch 1739 | loss: 0.0311319 | val_loss: 0.0311402 | Time: 2164.67 ms [2022-03-07 03:01:02 main:574] : INFO : Epoch 1740 | loss: 0.031132 | val_loss: 0.0311425 | Time: 2164.79 ms [2022-03-07 03:01:05 main:574] : INFO : Epoch 1741 | loss: 0.0311324 | val_loss: 0.031143 | Time: 2162.26 ms [2022-03-07 03:01:07 main:574] : INFO : Epoch 1742 | loss: 0.031133 | val_loss: 0.0311412 | Time: 2167.84 ms [2022-03-07 03:01:09 main:574] : INFO : Epoch 1743 | loss: 0.0311341 | val_loss: 0.0311396 | Time: 2160.28 ms [2022-03-07 03:01:11 main:574] : INFO : Epoch 1744 | loss: 0.0311341 | val_loss: 0.0311407 | Time: 2164.04 ms [2022-03-07 03:01:13 main:574] : INFO : Epoch 1745 | loss: 0.0311342 | val_loss: 0.031141 | Time: 2159.2 ms [2022-03-07 03:01:15 main:574] : INFO : Epoch 1746 | loss: 0.0311325 | val_loss: 0.0311405 | Time: 2166.62 ms [2022-03-07 03:01:18 main:574] : INFO : Epoch 1747 | loss: 0.0311322 | val_loss: 0.0311436 | Time: 2161.43 ms [2022-03-07 03:01:20 main:574] : INFO : Epoch 1748 | loss: 0.0311312 | val_loss: 0.031141 | Time: 2155.66 ms [2022-03-07 03:01:22 main:574] : INFO : Epoch 1749 | loss: 0.0311308 | val_loss: 0.0311388 | Time: 2158.05 ms [2022-03-07 03:01:24 main:574] : INFO : Epoch 1750 | loss: 0.0311328 | val_loss: 0.0311402 | Time: 2156.74 ms [2022-03-07 03:01:26 main:574] : INFO : Epoch 1751 | loss: 0.0311326 | val_loss: 0.0311388 | Time: 2160.83 ms [2022-03-07 03:01:28 main:574] : INFO : Epoch 1752 | loss: 0.0311311 | val_loss: 0.0311386 | Time: 2165.69 ms [2022-03-07 03:01:31 main:574] : INFO : Epoch 1753 | loss: 0.0311328 | val_loss: 0.0311428 | Time: 2164.47 ms [2022-03-07 03:01:33 main:574] : INFO : Epoch 1754 | loss: 0.0311318 | val_loss: 0.03114 | Time: 2162.33 ms [2022-03-07 03:01:35 main:574] : INFO : Epoch 1755 | loss: 0.0311321 | val_loss: 0.0311411 | Time: 2158.9 ms [2022-03-07 03:01:37 main:574] : INFO : Epoch 1756 | loss: 0.0311315 | val_loss: 0.0311427 | Time: 2163.41 ms [2022-03-07 03:01:39 main:574] : INFO : Epoch 1757 | loss: 0.0311305 | val_loss: 0.0311407 | Time: 2154.16 ms [2022-03-07 03:01:41 main:574] : INFO : Epoch 1758 | loss: 0.0311301 | val_loss: 0.03114 | Time: 2167.13 ms [2022-03-07 03:01:44 main:574] : INFO : Epoch 1759 | loss: 0.0311298 | val_loss: 0.0311413 | Time: 2163.82 ms [2022-03-07 03:01:46 main:574] : INFO : Epoch 1760 | loss: 0.031131 | val_loss: 0.0311433 | Time: 2163.7 ms [2022-03-07 03:01:48 main:574] : INFO : Epoch 1761 | loss: 0.0311317 | val_loss: 0.031145 | Time: 2163.29 ms [2022-03-07 03:01:50 main:574] : INFO : Epoch 1762 | loss: 0.0311324 | val_loss: 0.0311426 | Time: 2156.62 ms [2022-03-07 03:01:52 main:574] : INFO : Epoch 1763 | loss: 0.0311315 | val_loss: 0.031143 | Time: 2168.25 ms [2022-03-07 03:01:54 main:574] : INFO : Epoch 1764 | loss: 0.0311298 | val_loss: 0.0311438 | Time: 2158.66 ms [2022-03-07 03:01:57 main:574] : INFO : Epoch 1765 | loss: 0.0311304 | val_loss: 0.0311431 | Time: 2159.32 ms [2022-03-07 03:01:59 main:574] : INFO : Epoch 1766 | loss: 0.0311305 | val_loss: 0.0311439 | Time: 2166.32 ms [2022-03-07 03:02:01 main:574] : INFO : Epoch 1767 | loss: 0.0311301 | val_loss: 0.0311439 | Time: 2160.91 ms [2022-03-07 03:02:03 main:574] : INFO : Epoch 1768 | loss: 0.0311291 | val_loss: 0.0311433 | Time: 2160.61 ms [2022-03-07 03:02:05 main:574] : INFO : Epoch 1769 | loss: 0.0311294 | val_loss: 0.0311415 | Time: 2160.42 ms [2022-03-07 03:02:07 main:574] : INFO : Epoch 1770 | loss: 0.0311322 | val_loss: 0.0311442 | Time: 2161.39 ms [2022-03-07 03:02:10 main:574] : INFO : Epoch 1771 | loss: 0.0311328 | val_loss: 0.0311419 | Time: 2162.46 ms [2022-03-07 03:02:12 main:574] : INFO : Epoch 1772 | loss: 0.0311304 | val_loss: 0.0311418 | Time: 2155.6 ms [2022-03-07 03:02:14 main:574] : INFO : Epoch 1773 | loss: 0.0311309 | val_loss: 0.0311421 | Time: 2158.75 ms [2022-03-07 03:02:16 main:574] : INFO : Epoch 1774 | loss: 0.0311311 | val_loss: 0.0311403 | Time: 2165.86 ms [2022-03-07 03:02:18 main:574] : INFO : Epoch 1775 | loss: 0.0311316 | val_loss: 0.0311448 | Time: 2165.64 ms [2022-03-07 03:02:20 main:574] : INFO : Epoch 1776 | loss: 0.0311355 | val_loss: 0.0311465 | Time: 2160.32 ms [2022-03-07 03:02:23 main:574] : INFO : Epoch 1777 | loss: 0.0311361 | val_loss: 0.0311415 | Time: 2169.27 ms [2022-03-07 03:02:25 main:574] : INFO : Epoch 1778 | loss: 0.0311336 | val_loss: 0.0311438 | Time: 2168.47 ms [2022-03-07 03:02:27 main:574] : INFO : Epoch 1779 | loss: 0.0311327 | val_loss: 0.0311406 | Time: 2162.83 ms [2022-03-07 03:02:29 main:574] : INFO : Epoch 1780 | loss: 0.0311314 | val_loss: 0.0311402 | Time: 2157.68 ms [2022-03-07 03:02:31 main:574] : INFO : Epoch 1781 | loss: 0.0311306 | val_loss: 0.0311406 | Time: 2161.11 ms [2022-03-07 03:02:33 main:574] : INFO : Epoch 1782 | loss: 0.0311308 | val_loss: 0.0311407 | Time: 2156.75 ms [2022-03-07 03:02:35 main:574] : INFO : Epoch 1783 | loss: 0.0311316 | val_loss: 0.0311401 | Time: 2162 ms [2022-03-07 03:02:38 main:574] : INFO : Epoch 1784 | loss: 0.0311311 | val_loss: 0.0311423 | Time: 2154.61 ms [2022-03-07 03:02:40 main:574] : INFO : Epoch 1785 | loss: 0.0311301 | val_loss: 0.0311405 | Time: 2158.6 ms [2022-03-07 03:02:42 main:574] : INFO : Epoch 1786 | loss: 0.0311293 | val_loss: 0.031142 | Time: 2163.64 ms [2022-03-07 03:02:44 main:574] : INFO : Epoch 1787 | loss: 0.0311281 | val_loss: 0.0311425 | Time: 2170.75 ms [2022-03-07 03:02:46 main:574] : INFO : Epoch 1788 | loss: 0.0311289 | val_loss: 0.0311441 | Time: 2155.69 ms [2022-03-07 03:02:48 main:574] : INFO : Epoch 1789 | loss: 0.031131 | val_loss: 0.0311423 | Time: 2157.19 ms [2022-03-07 03:02:51 main:574] : INFO : Epoch 1790 | loss: 0.0311327 | val_loss: 0.0311404 | Time: 2164.11 ms [2022-03-07 03:02:53 main:574] : INFO : Epoch 1791 | loss: 0.0311324 | val_loss: 0.0311424 | Time: 2158.03 ms [2022-03-07 03:02:55 main:574] : INFO : Epoch 1792 | loss: 0.0311383 | val_loss: 0.031142 | Time: 2163.63 ms [2022-03-07 03:02:57 main:574] : INFO : Epoch 1793 | loss: 0.0311402 | val_loss: 0.0311436 | Time: 2164.3 ms [2022-03-07 03:02:59 main:574] : INFO : Epoch 1794 | loss: 0.0311421 | val_loss: 0.0311452 | Time: 2162.61 ms [2022-03-07 03:03:01 main:574] : INFO : Epoch 1795 | loss: 0.0311402 | val_loss: 0.0311445 | Time: 2168.37 ms [2022-03-07 03:03:04 main:574] : INFO : Epoch 1796 | loss: 0.0311394 | val_loss: 0.0311456 | Time: 2169.21 ms [2022-03-07 03:03:06 main:574] : INFO : Epoch 1797 | loss: 0.0311387 | val_loss: 0.0311459 | Time: 2157.73 ms [2022-03-07 03:03:08 main:574] : INFO : Epoch 1798 | loss: 0.0311364 | val_loss: 0.0311454 | Time: 2166.15 ms [2022-03-07 03:03:10 main:574] : INFO : Epoch 1799 | loss: 0.031135 | val_loss: 0.0311432 | Time: 2162.76 ms [2022-03-07 03:03:12 main:574] : INFO : Epoch 1800 | loss: 0.0311347 | val_loss: 0.0311435 | Time: 2168.98 ms [2022-03-07 03:03:14 main:574] : INFO : Epoch 1801 | loss: 0.0311347 | val_loss: 0.0311447 | Time: 2159.74 ms [2022-03-07 03:03:17 main:574] : INFO : Epoch 1802 | loss: 0.0311351 | val_loss: 0.0311449 | Time: 2156.94 ms [2022-03-07 03:03:19 main:574] : INFO : Epoch 1803 | loss: 0.0311333 | val_loss: 0.0311441 | Time: 2154.41 ms [2022-03-07 03:03:21 main:574] : INFO : Epoch 1804 | loss: 0.0311335 | val_loss: 0.031144 | Time: 2164.73 ms [2022-03-07 03:03:23 main:574] : INFO : Epoch 1805 | loss: 0.0311336 | val_loss: 0.0311446 | Time: 2168.77 ms [2022-03-07 03:03:25 main:574] : INFO : Epoch 1806 | loss: 0.0311337 | val_loss: 0.0311459 | Time: 2162.33 ms [2022-03-07 03:03:27 main:574] : INFO : Epoch 1807 | loss: 0.0311335 | val_loss: 0.0311474 | Time: 2166.65 ms [2022-03-07 03:03:30 main:574] : INFO : Epoch 1808 | loss: 0.0311352 | val_loss: 0.0311525 | Time: 2162.72 ms [2022-03-07 03:03:32 main:574] : INFO : Epoch 1809 | loss: 0.0311361 | val_loss: 0.0311508 | Time: 2162.27 ms [2022-03-07 03:03:34 main:574] : INFO : Epoch 1810 | loss: 0.0311371 | val_loss: 0.0311514 | Time: 2160.12 ms [2022-03-07 03:03:36 main:574] : INFO : Epoch 1811 | loss: 0.0311358 | val_loss: 0.0311478 | Time: 2163.16 ms [2022-03-07 03:03:38 main:574] : INFO : Epoch 1812 | loss: 0.0311327 | val_loss: 0.0311472 | Time: 2149.01 ms [2022-03-07 03:03:40 main:574] : INFO : Epoch 1813 | loss: 0.0311318 | val_loss: 0.0311478 | Time: 2158.37 ms [2022-03-07 03:03:43 main:574] : INFO : Epoch 1814 | loss: 0.0311316 | val_loss: 0.0311475 | Time: 2170.04 ms [2022-03-07 03:03:45 main:574] : INFO : Epoch 1815 | loss: 0.0311325 | val_loss: 0.0311443 | Time: 2165.81 ms [2022-03-07 03:03:47 main:574] : INFO : Epoch 1816 | loss: 0.031134 | val_loss: 0.0311456 | Time: 2165.89 ms [2022-03-07 03:03:49 main:574] : INFO : Epoch 1817 | loss: 0.0311352 | val_loss: 0.0311458 | Time: 2159.53 ms [2022-03-07 03:03:51 main:574] : INFO : Epoch 1818 | loss: 0.0311346 | val_loss: 0.0311457 | Time: 2167.94 ms [2022-03-07 03:03:53 main:574] : INFO : Epoch 1819 | loss: 0.0311336 | val_loss: 0.0311441 | Time: 2162.89 ms [2022-03-07 03:03:56 main:574] : INFO : Epoch 1820 | loss: 0.0311327 | val_loss: 0.0311466 | Time: 2162.09 ms [2022-03-07 03:03:58 main:574] : INFO : Epoch 1821 | loss: 0.0311321 | val_loss: 0.0311448 | Time: 2163.75 ms [2022-03-07 03:04:00 main:574] : INFO : Epoch 1822 | loss: 0.0311338 | val_loss: 0.0311438 | Time: 2161.82 ms [2022-03-07 03:04:02 main:574] : INFO : Epoch 1823 | loss: 0.0311343 | val_loss: 0.0311458 | Time: 2163.38 ms [2022-03-07 03:04:04 main:574] : INFO : Epoch 1824 | loss: 0.0311342 | val_loss: 0.0311513 | Time: 2158.48 ms [2022-03-07 03:04:06 main:574] : INFO : Epoch 1825 | loss: 0.0311334 | val_loss: 0.0311457 | Time: 2165.39 ms [2022-03-07 03:04:09 main:574] : INFO : Epoch 1826 | loss: 0.0311336 | val_loss: 0.0311441 | Time: 2161.25 ms [2022-03-07 03:04:11 main:574] : INFO : Epoch 1827 | loss: 0.0311343 | val_loss: 0.031145 | Time: 2163.33 ms [2022-03-07 03:04:13 main:574] : INFO : Epoch 1828 | loss: 0.0311346 | val_loss: 0.0311428 | Time: 2158.26 ms [2022-03-07 03:04:15 main:574] : INFO : Epoch 1829 | loss: 0.0311353 | val_loss: 0.0311436 | Time: 2164.1 ms [2022-03-07 03:04:17 main:574] : INFO : Epoch 1830 | loss: 0.0311339 | val_loss: 0.0311432 | Time: 2164.83 ms [2022-03-07 03:04:19 main:574] : INFO : Epoch 1831 | loss: 0.0311343 | val_loss: 0.0311458 | Time: 2156.82 ms [2022-03-07 03:04:22 main:574] : INFO : Epoch 1832 | loss: 0.0311358 | val_loss: 0.0311452 | Time: 2160.19 ms [2022-03-07 03:04:24 main:574] : INFO : Epoch 1833 | loss: 0.0311347 | val_loss: 0.031145 | Time: 2158.37 ms [2022-03-07 03:04:26 main:574] : INFO : Epoch 1834 | loss: 0.0311341 | val_loss: 0.0311455 | Time: 2161.56 ms [2022-03-07 03:04:28 main:574] : INFO : Epoch 1835 | loss: 0.0311416 | val_loss: 0.0311554 | Time: 2172.43 ms [2022-03-07 03:04:30 main:574] : INFO : Epoch 1836 | loss: 0.031149 | val_loss: 0.0311475 | Time: 2167.54 ms [2022-03-07 03:04:32 main:574] : INFO : Epoch 1837 | loss: 0.0311416 | val_loss: 0.031145 | Time: 2163.97 ms [2022-03-07 03:04:35 main:574] : INFO : Epoch 1838 | loss: 0.0311374 | val_loss: 0.0311402 | Time: 2163.37 ms [2022-03-07 03:04:37 main:574] : INFO : Epoch 1839 | loss: 0.031135 | val_loss: 0.0311411 | Time: 2163.9 ms [2022-03-07 03:04:39 main:574] : INFO : Epoch 1840 | loss: 0.0311347 | val_loss: 0.0311406 | Time: 2166.97 ms [2022-03-07 03:04:41 main:574] : INFO : Epoch 1841 | loss: 0.0311341 | val_loss: 0.0311394 | Time: 2158.31 ms [2022-03-07 03:04:43 main:574] : INFO : Epoch 1842 | loss: 0.0311334 | val_loss: 0.0311394 | Time: 2160.28 ms [2022-03-07 03:04:45 main:574] : INFO : Epoch 1843 | loss: 0.0311326 | val_loss: 0.031139 | Time: 2162.64 ms [2022-03-07 03:04:48 main:574] : INFO : Epoch 1844 | loss: 0.0311346 | val_loss: 0.0311414 | Time: 2161.53 ms [2022-03-07 03:04:50 main:574] : INFO : Epoch 1845 | loss: 0.0311349 | val_loss: 0.0311413 | Time: 2162.15 ms [2022-03-07 03:04:52 main:574] : INFO : Epoch 1846 | loss: 0.0311339 | val_loss: 0.0311415 | Time: 2157.27 ms [2022-03-07 03:04:54 main:574] : INFO : Epoch 1847 | loss: 0.0311331 | val_loss: 0.0311417 | Time: 2159.42 ms [2022-03-07 03:04:56 main:574] : INFO : Epoch 1848 | loss: 0.0311349 | val_loss: 0.0311447 | Time: 2166.2 ms [2022-03-07 03:04:58 main:574] : INFO : Epoch 1849 | loss: 0.031133 | val_loss: 0.0311419 | Time: 2157.55 ms [2022-03-07 03:05:01 main:574] : INFO : Epoch 1850 | loss: 0.0311324 | val_loss: 0.0311451 | Time: 2157.29 ms [2022-03-07 03:05:03 main:574] : INFO : Epoch 1851 | loss: 0.031132 | val_loss: 0.0311421 | Time: 2161.01 ms [2022-03-07 03:05:05 main:574] : INFO : Epoch 1852 | loss: 0.0311318 | val_loss: 0.0311411 | Time: 2151.03 ms [2022-03-07 03:05:07 main:574] : INFO : Epoch 1853 | loss: 0.0311312 | val_loss: 0.0311419 | Time: 2160.25 ms [2022-03-07 03:05:09 main:574] : INFO : Epoch 1854 | loss: 0.031132 | val_loss: 0.0311407 | Time: 2152.48 ms [2022-03-07 03:05:11 main:574] : INFO : Epoch 1855 | loss: 0.0311304 | val_loss: 0.0311399 | Time: 2153.71 ms [2022-03-07 03:05:13 main:574] : INFO : Epoch 1856 | loss: 0.0311303 | val_loss: 0.0311406 | Time: 2147.64 ms [2022-03-07 03:05:16 main:574] : INFO : Epoch 1857 | loss: 0.0311307 | val_loss: 0.0311393 | Time: 2143.56 ms [2022-03-07 03:05:18 main:574] : INFO : Epoch 1858 | loss: 0.0311303 | val_loss: 0.0311428 | Time: 2137.59 ms [2022-03-07 03:05:20 main:574] : INFO : Epoch 1859 | loss: 0.0311311 | val_loss: 0.0311402 | Time: 2154.35 ms [2022-03-07 03:05:22 main:574] : INFO : Epoch 1860 | loss: 0.0311296 | val_loss: 0.0311407 | Time: 2153.38 ms [2022-03-07 03:05:24 main:574] : INFO : Epoch 1861 | loss: 0.0311295 | val_loss: 0.0311411 | Time: 2158.34 ms [2022-03-07 03:05:26 main:574] : INFO : Epoch 1862 | loss: 0.0311304 | val_loss: 0.0311433 | Time: 2153.41 ms [2022-03-07 03:05:29 main:574] : INFO : Epoch 1863 | loss: 0.0311302 | val_loss: 0.0311438 | Time: 2166.48 ms [2022-03-07 03:05:31 main:574] : INFO : Epoch 1864 | loss: 0.0311317 | val_loss: 0.0311414 | Time: 2161.04 ms [2022-03-07 03:05:33 main:574] : INFO : Epoch 1865 | loss: 0.031128 | val_loss: 0.0311417 | Time: 2151.56 ms [2022-03-07 03:05:35 main:574] : INFO : Epoch 1866 | loss: 0.0311291 | val_loss: 0.0311441 | Time: 2163.48 ms [2022-03-07 03:05:37 main:574] : INFO : Epoch 1867 | loss: 0.0311279 | val_loss: 0.0311465 | Time: 2160.46 ms [2022-03-07 03:05:39 main:574] : INFO : Epoch 1868 | loss: 0.0311308 | val_loss: 0.0311433 | Time: 2158.44 ms [2022-03-07 03:05:41 main:574] : INFO : Epoch 1869 | loss: 0.0311297 | val_loss: 0.031142 | Time: 2159.48 ms [2022-03-07 03:05:44 main:574] : INFO : Epoch 1870 | loss: 0.0311288 | val_loss: 0.03114 | Time: 2156.99 ms [2022-03-07 03:05:46 main:574] : INFO : Epoch 1871 | loss: 0.0311289 | val_loss: 0.0311423 | Time: 2145.61 ms [2022-03-07 03:05:48 main:574] : INFO : Epoch 1872 | loss: 0.0311281 | val_loss: 0.0311382 | Time: 2142.49 ms [2022-03-07 03:05:50 main:574] : INFO : Epoch 1873 | loss: 0.0311266 | val_loss: 0.0311406 | Time: 2142.28 ms [2022-03-07 03:05:52 main:574] : INFO : Epoch 1874 | loss: 0.0311289 | val_loss: 0.0311418 | Time: 2149.15 ms [2022-03-07 03:05:54 main:574] : INFO : Epoch 1875 | loss: 0.0311284 | val_loss: 0.0311392 | Time: 2168.38 ms [2022-03-07 03:05:57 main:574] : INFO : Epoch 1876 | loss: 0.0311282 | val_loss: 0.0311411 | Time: 2183.68 ms [2022-03-07 03:05:59 main:574] : INFO : Epoch 1877 | loss: 0.031128 | val_loss: 0.0311436 | Time: 2139.69 ms [2022-03-07 03:06:01 main:574] : INFO : Epoch 1878 | loss: 0.0311271 | val_loss: 0.0311437 | Time: 2143.27 ms [2022-03-07 03:06:03 main:574] : INFO : Epoch 1879 | loss: 0.0311272 | val_loss: 0.0311429 | Time: 2152.93 ms [2022-03-07 03:06:05 main:574] : INFO : Epoch 1880 | loss: 0.0311283 | val_loss: 0.0311443 | Time: 2151.48 ms [2022-03-07 03:06:07 main:574] : INFO : Epoch 1881 | loss: 0.0311276 | val_loss: 0.0311434 | Time: 2157.63 ms [2022-03-07 03:06:10 main:574] : INFO : Epoch 1882 | loss: 0.0311284 | val_loss: 0.0311445 | Time: 2163.06 ms [2022-03-07 03:06:12 main:574] : INFO : Epoch 1883 | loss: 0.031128 | val_loss: 0.031143 | Time: 2163.65 ms [2022-03-07 03:06:14 main:574] : INFO : Epoch 1884 | loss: 0.0311258 | val_loss: 0.0311424 | Time: 2162.55 ms [2022-03-07 03:06:16 main:574] : INFO : Epoch 1885 | loss: 0.031126 | val_loss: 0.0311424 | Time: 2162.43 ms [2022-03-07 03:06:18 main:574] : INFO : Epoch 1886 | loss: 0.0311272 | val_loss: 0.0311429 | Time: 2161.88 ms [2022-03-07 03:06:20 main:574] : INFO : Epoch 1887 | loss: 0.0311295 | val_loss: 0.0311484 | Time: 2160.59 ms [2022-03-07 03:06:23 main:574] : INFO : Epoch 1888 | loss: 0.0311306 | val_loss: 0.0311474 | Time: 2160.4 ms [2022-03-07 03:06:25 main:574] : INFO : Epoch 1889 | loss: 0.0311307 | val_loss: 0.0311421 | Time: 2159 ms [2022-03-07 03:06:27 main:574] : INFO : Epoch 1890 | loss: 0.0311302 | val_loss: 0.0311427 | Time: 2164.66 ms [2022-03-07 03:06:29 main:574] : INFO : Epoch 1891 | loss: 0.0311286 | val_loss: 0.0311418 | Time: 2152.89 ms [2022-03-07 03:06:31 main:574] : INFO : Epoch 1892 | loss: 0.0311284 | val_loss: 0.0311403 | Time: 2155.32 ms [2022-03-07 03:06:33 main:574] : INFO : Epoch 1893 | loss: 0.0311283 | val_loss: 0.0311413 | Time: 2155.57 ms [2022-03-07 03:06:35 main:574] : INFO : Epoch 1894 | loss: 0.0311277 | val_loss: 0.0311412 | Time: 2150.8 ms [2022-03-07 03:06:38 main:574] : INFO : Epoch 1895 | loss: 0.0311267 | val_loss: 0.0311436 | Time: 2155.43 ms [2022-03-07 03:06:40 main:574] : INFO : Epoch 1896 | loss: 0.0311294 | val_loss: 0.0311488 | Time: 2182.37 ms [2022-03-07 03:06:42 main:574] : INFO : Epoch 1897 | loss: 0.0311297 | val_loss: 0.0311409 | Time: 2149.07 ms [2022-03-07 03:06:44 main:574] : INFO : Epoch 1898 | loss: 0.0311274 | val_loss: 0.0311422 | Time: 2161.13 ms [2022-03-07 03:06:46 main:574] : INFO : Epoch 1899 | loss: 0.0311271 | val_loss: 0.0311424 | Time: 2155.17 ms [2022-03-07 03:06:49 main:574] : INFO : Epoch 1900 | loss: 0.0311282 | val_loss: 0.0311405 | Time: 2147.74 ms [2022-03-07 03:06:51 main:574] : INFO : Epoch 1901 | loss: 0.0311278 | val_loss: 0.0311445 | Time: 2179.76 ms [2022-03-07 03:06:53 main:574] : INFO : Epoch 1902 | loss: 0.0311284 | val_loss: 0.0311386 | Time: 2142.2 ms [2022-03-07 03:06:55 main:574] : INFO : Epoch 1903 | loss: 0.0311285 | val_loss: 0.0311382 | Time: 2155.18 ms [2022-03-07 03:06:57 main:574] : INFO : Epoch 1904 | loss: 0.0311272 | val_loss: 0.0311391 | Time: 2146.11 ms [2022-03-07 03:06:59 main:574] : INFO : Epoch 1905 | loss: 0.0311306 | val_loss: 0.0311383 | Time: 2160.71 ms [2022-03-07 03:07:02 main:574] : INFO : Epoch 1906 | loss: 0.0311267 | val_loss: 0.0311383 | Time: 2161.7 ms [2022-03-07 03:07:04 main:574] : INFO : Epoch 1907 | loss: 0.0311267 | val_loss: 0.0311375 | Time: 2162.4 ms [2022-03-07 03:07:06 main:574] : INFO : Epoch 1908 | loss: 0.0311268 | val_loss: 0.0311383 | Time: 2152.39 ms [2022-03-07 03:07:08 main:574] : INFO : Epoch 1909 | loss: 0.0311293 | val_loss: 0.0311442 | Time: 2149.52 ms [2022-03-07 03:07:10 main:574] : INFO : Epoch 1910 | loss: 0.0311285 | val_loss: 0.0311384 | Time: 2140.7 ms [2022-03-07 03:07:12 main:574] : INFO : Epoch 1911 | loss: 0.0311278 | val_loss: 0.0311401 | Time: 2143.02 ms [2022-03-07 03:07:15 main:574] : INFO : Epoch 1912 | loss: 0.0311274 | val_loss: 0.0311379 | Time: 2153.1 ms [2022-03-07 03:07:17 main:574] : INFO : Epoch 1913 | loss: 0.0311269 | val_loss: 0.0311379 | Time: 2158.65 ms [2022-03-07 03:07:19 main:574] : INFO : Epoch 1914 | loss: 0.0311265 | val_loss: 0.0311379 | Time: 2157.87 ms [2022-03-07 03:07:21 main:574] : INFO : Epoch 1915 | loss: 0.0311279 | val_loss: 0.0311372 | Time: 2162.35 ms [2022-03-07 03:07:23 main:574] : INFO : Epoch 1916 | loss: 0.0311273 | val_loss: 0.0311383 | Time: 2160.74 ms [2022-03-07 03:07:25 main:574] : INFO : Epoch 1917 | loss: 0.0311276 | val_loss: 0.0311382 | Time: 2163.51 ms [2022-03-07 03:07:28 main:574] : INFO : Epoch 1918 | loss: 0.031126 | val_loss: 0.0311368 | Time: 2160.43 ms [2022-03-07 03:07:30 main:574] : INFO : Epoch 1919 | loss: 0.031126 | val_loss: 0.0311385 | Time: 2160.08 ms [2022-03-07 03:07:32 main:574] : INFO : Epoch 1920 | loss: 0.0311266 | val_loss: 0.0311386 | Time: 2167.15 ms [2022-03-07 03:07:34 main:574] : INFO : Epoch 1921 | loss: 0.0311266 | val_loss: 0.0311381 | Time: 2159.67 ms [2022-03-07 03:07:36 main:574] : INFO : Epoch 1922 | loss: 0.031127 | val_loss: 0.0311405 | Time: 2161.05 ms [2022-03-07 03:07:38 main:574] : INFO : Epoch 1923 | loss: 0.0311301 | val_loss: 0.0311449 | Time: 2165.64 ms [2022-03-07 03:07:41 main:574] : INFO : Epoch 1924 | loss: 0.0311282 | val_loss: 0.0311386 | Time: 2164.77 ms [2022-03-07 03:07:43 main:574] : INFO : Epoch 1925 | loss: 0.0311249 | val_loss: 0.0311379 | Time: 2163.84 ms [2022-03-07 03:07:45 main:574] : INFO : Epoch 1926 | loss: 0.0311256 | val_loss: 0.0311385 | Time: 2163.85 ms [2022-03-07 03:07:47 main:574] : INFO : Epoch 1927 | loss: 0.031126 | val_loss: 0.0311408 | Time: 2162.9 ms [2022-03-07 03:07:49 main:574] : INFO : Epoch 1928 | loss: 0.0311268 | val_loss: 0.0311365 | Time: 2162.8 ms [2022-03-07 03:07:51 main:574] : INFO : Epoch 1929 | loss: 0.0311259 | val_loss: 0.0311371 | Time: 2165.73 ms [2022-03-07 03:07:54 main:574] : INFO : Epoch 1930 | loss: 0.031126 | val_loss: 0.0311374 | Time: 2163.6 ms [2022-03-07 03:07:56 main:574] : INFO : Epoch 1931 | loss: 0.0311274 | val_loss: 0.0311388 | Time: 2166.06 ms [2022-03-07 03:07:58 main:574] : INFO : Epoch 1932 | loss: 0.0311314 | val_loss: 0.0311434 | Time: 2161.49 ms [2022-03-07 03:08:00 main:574] : INFO : Epoch 1933 | loss: 0.0311351 | val_loss: 0.0311401 | Time: 2157.85 ms [2022-03-07 03:08:02 main:574] : INFO : Epoch 1934 | loss: 0.031131 | val_loss: 0.0311385 | Time: 2163.78 ms [2022-03-07 03:08:04 main:574] : INFO : Epoch 1935 | loss: 0.0311267 | val_loss: 0.0311377 | Time: 2160.39 ms [2022-03-07 03:08:07 main:574] : INFO : Epoch 1936 | loss: 0.0311267 | val_loss: 0.0311389 | Time: 2161.59 ms [2022-03-07 03:08:09 main:574] : INFO : Epoch 1937 | loss: 0.0311281 | val_loss: 0.0311373 | Time: 2162.17 ms [2022-03-07 03:08:11 main:574] : INFO : Epoch 1938 | loss: 0.0311277 | val_loss: 0.0311363 | Time: 2159.18 ms [2022-03-07 03:08:13 main:574] : INFO : Epoch 1939 | loss: 0.0311267 | val_loss: 0.0311364 | Time: 2166.71 ms [2022-03-07 03:08:15 main:574] : INFO : Epoch 1940 | loss: 0.0311273 | val_loss: 0.031142 | Time: 2159.21 ms [2022-03-07 03:08:17 main:574] : INFO : Epoch 1941 | loss: 0.0311266 | val_loss: 0.0311389 | Time: 2167.33 ms [2022-03-07 03:08:20 main:574] : INFO : Epoch 1942 | loss: 0.0311248 | val_loss: 0.0311364 | Time: 2165.81 ms [2022-03-07 03:08:22 main:574] : INFO : Epoch 1943 | loss: 0.0311266 | val_loss: 0.0311408 | Time: 2162.29 ms [2022-03-07 03:08:24 main:574] : INFO : Epoch 1944 | loss: 0.0311315 | val_loss: 0.0311404 | Time: 2159.59 ms [2022-03-07 03:08:26 main:574] : INFO : Epoch 1945 | loss: 0.0311306 | val_loss: 0.0311381 | Time: 2166.52 ms [2022-03-07 03:08:28 main:574] : INFO : Epoch 1946 | loss: 0.031128 | val_loss: 0.0311441 | Time: 2164.19 ms [2022-03-07 03:08:30 main:574] : INFO : Epoch 1947 | loss: 0.0311272 | val_loss: 0.0311396 | Time: 2162.09 ms [2022-03-07 03:08:33 main:574] : INFO : Epoch 1948 | loss: 0.0311248 | val_loss: 0.0311395 | Time: 2160.33 ms [2022-03-07 03:08:35 main:574] : INFO : Epoch 1949 | loss: 0.0311251 | val_loss: 0.031142 | Time: 2163.55 ms [2022-03-07 03:08:37 main:574] : INFO : Epoch 1950 | loss: 0.0311281 | val_loss: 0.0311407 | Time: 2153.52 ms [2022-03-07 03:08:39 main:574] : INFO : Epoch 1951 | loss: 0.0311267 | val_loss: 0.0311408 | Time: 2166.29 ms [2022-03-07 03:08:41 main:574] : INFO : Epoch 1952 | loss: 0.0311262 | val_loss: 0.0311416 | Time: 2160.4 ms [2022-03-07 03:08:43 main:574] : INFO : Epoch 1953 | loss: 0.0311248 | val_loss: 0.0311425 | Time: 2153.12 ms [2022-03-07 03:08:46 main:574] : INFO : Epoch 1954 | loss: 0.0311245 | val_loss: 0.0311447 | Time: 2166.17 ms [2022-03-07 03:08:48 main:574] : INFO : Epoch 1955 | loss: 0.0311299 | val_loss: 0.031144 | Time: 2157.4 ms [2022-03-07 03:08:50 main:574] : INFO : Epoch 1956 | loss: 0.0311288 | val_loss: 0.0311432 | Time: 2162.89 ms [2022-03-07 03:08:52 main:574] : INFO : Epoch 1957 | loss: 0.0311281 | val_loss: 0.0311451 | Time: 2164.79 ms [2022-03-07 03:08:54 main:574] : INFO : Epoch 1958 | loss: 0.0311279 | val_loss: 0.0311433 | Time: 2163.03 ms [2022-03-07 03:08:56 main:574] : INFO : Epoch 1959 | loss: 0.0311272 | val_loss: 0.0311416 | Time: 2162.51 ms [2022-03-07 03:08:58 main:574] : INFO : Epoch 1960 | loss: 0.0311279 | val_loss: 0.0311442 | Time: 2162.97 ms [2022-03-07 03:09:01 main:574] : INFO : Epoch 1961 | loss: 0.0311271 | val_loss: 0.0311491 | Time: 2162.26 ms [2022-03-07 03:09:03 main:574] : INFO : Epoch 1962 | loss: 0.0311305 | val_loss: 0.0311405 | Time: 2161.61 ms [2022-03-07 03:09:05 main:574] : INFO : Epoch 1963 | loss: 0.0311302 | val_loss: 0.0311454 | Time: 2165.09 ms [2022-03-07 03:09:07 main:574] : INFO : Epoch 1964 | loss: 0.0311303 | val_loss: 0.0311396 | Time: 2158.45 ms [2022-03-07 03:09:09 main:574] : INFO : Epoch 1965 | loss: 0.0311288 | val_loss: 0.0311433 | Time: 2165.8 ms [2022-03-07 03:09:11 main:574] : INFO : Epoch 1966 | loss: 0.0311294 | val_loss: 0.0311452 | Time: 2160.02 ms [2022-03-07 03:09:14 main:574] : INFO : Epoch 1967 | loss: 0.0311323 | val_loss: 0.0311449 | Time: 2162.63 ms [2022-03-07 03:09:16 main:574] : INFO : Epoch 1968 | loss: 0.0311287 | val_loss: 0.0311412 | Time: 2164.2 ms [2022-03-07 03:09:18 main:574] : INFO : Epoch 1969 | loss: 0.0311291 | val_loss: 0.0311428 | Time: 2161 ms [2022-03-07 03:09:20 main:574] : INFO : Epoch 1970 | loss: 0.0311276 | val_loss: 0.0311391 | Time: 2157.15 ms [2022-03-07 03:09:22 main:574] : INFO : Epoch 1971 | loss: 0.0311272 | val_loss: 0.031141 | Time: 2161.41 ms [2022-03-07 03:09:24 main:574] : INFO : Epoch 1972 | loss: 0.0311276 | val_loss: 0.0311439 | Time: 2155.34 ms [2022-03-07 03:09:27 main:574] : INFO : Epoch 1973 | loss: 0.0311275 | val_loss: 0.0311451 | Time: 2152.36 ms [2022-03-07 03:09:29 main:574] : INFO : Epoch 1974 | loss: 0.0311287 | val_loss: 0.0311422 | Time: 2162.27 ms [2022-03-07 03:09:31 main:574] : INFO : Epoch 1975 | loss: 0.0311332 | val_loss: 0.0311428 | Time: 2160.3 ms [2022-03-07 03:09:33 main:574] : INFO : Epoch 1976 | loss: 0.0311322 | val_loss: 0.0311424 | Time: 2159.6 ms [2022-03-07 03:09:35 main:574] : INFO : Epoch 1977 | loss: 0.0311293 | val_loss: 0.0311402 | Time: 2157.65 ms [2022-03-07 03:09:37 main:574] : INFO : Epoch 1978 | loss: 0.0311272 | val_loss: 0.0311404 | Time: 2160.76 ms [2022-03-07 03:09:40 main:574] : INFO : Epoch 1979 | loss: 0.0311283 | val_loss: 0.031139 | Time: 2164.59 ms [2022-03-07 03:09:42 main:574] : INFO : Epoch 1980 | loss: 0.0311307 | val_loss: 0.0311407 | Time: 2161.55 ms [2022-03-07 03:09:44 main:574] : INFO : Epoch 1981 | loss: 0.0311286 | val_loss: 0.0311411 | Time: 2161.32 ms [2022-03-07 03:09:46 main:574] : INFO : Epoch 1982 | loss: 0.0311289 | val_loss: 0.0311416 | Time: 2166.64 ms [2022-03-07 03:09:48 main:574] : INFO : Epoch 1983 | loss: 0.0311256 | val_loss: 0.0311397 | Time: 2161.31 ms [2022-03-07 03:09:50 main:574] : INFO : Epoch 1984 | loss: 0.031125 | val_loss: 0.0311411 | Time: 2159.72 ms [2022-03-07 03:09:53 main:574] : INFO : Epoch 1985 | loss: 0.0311253 | val_loss: 0.031139 | Time: 2163.5 ms [2022-03-07 03:09:55 main:574] : INFO : Epoch 1986 | loss: 0.0311242 | val_loss: 0.0311395 | Time: 2171.47 ms [2022-03-07 03:09:57 main:574] : INFO : Epoch 1987 | loss: 0.0311248 | val_loss: 0.0311382 | Time: 2155.19 ms [2022-03-07 03:09:59 main:574] : INFO : Epoch 1988 | loss: 0.0311245 | val_loss: 0.0311404 | Time: 2168.29 ms [2022-03-07 03:10:01 main:574] : INFO : Epoch 1989 | loss: 0.0311262 | val_loss: 0.0311377 | Time: 2162.95 ms [2022-03-07 03:10:03 main:574] : INFO : Epoch 1990 | loss: 0.0311267 | val_loss: 0.0311405 | Time: 2166.96 ms [2022-03-07 03:10:06 main:574] : INFO : Epoch 1991 | loss: 0.0311244 | val_loss: 0.0311382 | Time: 2163.9 ms [2022-03-07 03:10:08 main:574] : INFO : Epoch 1992 | loss: 0.0311236 | val_loss: 0.0311415 | Time: 2160.45 ms [2022-03-07 03:10:10 main:574] : INFO : Epoch 1993 | loss: 0.0311261 | val_loss: 0.0311387 | Time: 2158.47 ms [2022-03-07 03:10:12 main:574] : INFO : Epoch 1994 | loss: 0.0311244 | val_loss: 0.0311409 | Time: 2162.83 ms [2022-03-07 03:10:14 main:574] : INFO : Epoch 1995 | loss: 0.0311247 | val_loss: 0.0311387 | Time: 2163.23 ms [2022-03-07 03:10:16 main:574] : INFO : Epoch 1996 | loss: 0.0311238 | val_loss: 0.031141 | Time: 2160.41 ms [2022-03-07 03:10:19 main:574] : INFO : Epoch 1997 | loss: 0.0311263 | val_loss: 0.0311396 | Time: 2162.96 ms [2022-03-07 03:10:21 main:574] : INFO : Epoch 1998 | loss: 0.031127 | val_loss: 0.0311396 | Time: 2164.18 ms [2022-03-07 03:10:23 main:574] : INFO : Epoch 1999 | loss: 0.0311262 | val_loss: 0.0311376 | Time: 2162.72 ms [2022-03-07 03:10:25 main:574] : INFO : Epoch 2000 | loss: 0.0311248 | val_loss: 0.031138 | Time: 2161.21 ms [2022-03-07 03:10:27 main:574] : INFO : Epoch 2001 | loss: 0.0311234 | val_loss: 0.0311391 | Time: 2163.99 ms [2022-03-07 03:10:29 main:574] : INFO : Epoch 2002 | loss: 0.0311237 | val_loss: 0.0311419 | Time: 2165.74 ms [2022-03-07 03:10:32 main:574] : INFO : Epoch 2003 | loss: 0.0311244 | val_loss: 0.0311408 | Time: 2162.13 ms [2022-03-07 03:10:34 main:574] : INFO : Epoch 2004 | loss: 0.0311252 | val_loss: 0.031139 | Time: 2158.84 ms [2022-03-07 03:10:36 main:574] : INFO : Epoch 2005 | loss: 0.031123 | val_loss: 0.0311373 | Time: 2161.14 ms [2022-03-07 03:10:38 main:574] : INFO : Epoch 2006 | loss: 0.0311229 | val_loss: 0.0311397 | Time: 2160.45 ms [2022-03-07 03:10:40 main:574] : INFO : Epoch 2007 | loss: 0.0311237 | val_loss: 0.0311378 | Time: 2156.84 ms [2022-03-07 03:10:42 main:574] : INFO : Epoch 2008 | loss: 0.0311227 | val_loss: 0.0311389 | Time: 2158.91 ms [2022-03-07 03:10:45 main:574] : INFO : Epoch 2009 | loss: 0.0311233 | val_loss: 0.0311374 | Time: 2164.51 ms [2022-03-07 03:10:47 main:574] : INFO : Epoch 2010 | loss: 0.0311257 | val_loss: 0.0311425 | Time: 2164.76 ms [2022-03-07 03:10:49 main:574] : INFO : Epoch 2011 | loss: 0.0311255 | val_loss: 0.0311386 | Time: 2154.61 ms [2022-03-07 03:10:51 main:574] : INFO : Epoch 2012 | loss: 0.0311243 | val_loss: 0.0311354 | Time: 2163.51 ms [2022-03-07 03:10:53 main:574] : INFO : Epoch 2013 | loss: 0.0311233 | val_loss: 0.0311391 | Time: 2161.71 ms [2022-03-07 03:10:55 main:574] : INFO : Epoch 2014 | loss: 0.0311226 | val_loss: 0.0311374 | Time: 2160.8 ms [2022-03-07 03:10:58 main:574] : INFO : Epoch 2015 | loss: 0.0311235 | val_loss: 0.0311396 | Time: 2166.65 ms [2022-03-07 03:11:00 main:574] : INFO : Epoch 2016 | loss: 0.0311258 | val_loss: 0.0311383 | Time: 2173.8 ms [2022-03-07 03:11:02 main:574] : INFO : Epoch 2017 | loss: 0.0311242 | val_loss: 0.0311363 | Time: 2159.05 ms [2022-03-07 03:11:04 main:574] : INFO : Epoch 2018 | loss: 0.0311243 | val_loss: 0.0311368 | Time: 2161.6 ms [2022-03-07 03:11:06 main:574] : INFO : Epoch 2019 | loss: 0.0311247 | val_loss: 0.0311355 | Time: 2161.26 ms [2022-03-07 03:11:08 main:574] : INFO : Epoch 2020 | loss: 0.0311235 | val_loss: 0.0311372 | Time: 2165.52 ms [2022-03-07 03:11:11 main:574] : INFO : Epoch 2021 | loss: 0.0311234 | val_loss: 0.0311375 | Time: 2154.47 ms [2022-03-07 03:11:13 main:574] : INFO : Epoch 2022 | loss: 0.0311216 | val_loss: 0.0311341 | Time: 2159.03 ms [2022-03-07 03:11:15 main:574] : INFO : Epoch 2023 | loss: 0.0311217 | val_loss: 0.0311353 | Time: 2161.23 ms [2022-03-07 03:11:17 main:574] : INFO : Epoch 2024 | loss: 0.0311243 | val_loss: 0.031141 | Time: 2162.48 ms [2022-03-07 03:11:19 main:574] : INFO : Epoch 2025 | loss: 0.0311252 | val_loss: 0.0311372 | Time: 2163.29 ms [2022-03-07 03:11:21 main:574] : INFO : Epoch 2026 | loss: 0.0311233 | val_loss: 0.0311377 | Time: 2158.88 ms [2022-03-07 03:11:23 main:574] : INFO : Epoch 2027 | loss: 0.0311273 | val_loss: 0.0311357 | Time: 2161.55 ms [2022-03-07 03:11:26 main:574] : INFO : Epoch 2028 | loss: 0.0311271 | val_loss: 0.0311379 | Time: 2163.4 ms [2022-03-07 03:11:28 main:574] : INFO : Epoch 2029 | loss: 0.0311264 | val_loss: 0.0311364 | Time: 2164.54 ms [2022-03-07 03:11:30 main:574] : INFO : Epoch 2030 | loss: 0.0311293 | val_loss: 0.0311381 | Time: 2159 ms [2022-03-07 03:11:32 main:574] : INFO : Epoch 2031 | loss: 0.0311271 | val_loss: 0.031136 | Time: 2163.53 ms [2022-03-07 03:11:34 main:574] : INFO : Epoch 2032 | loss: 0.0311282 | val_loss: 0.031138 | Time: 2157.01 ms [2022-03-07 03:11:36 main:574] : INFO : Epoch 2033 | loss: 0.0311296 | val_loss: 0.0311347 | Time: 2165.59 ms [2022-03-07 03:11:39 main:574] : INFO : Epoch 2034 | loss: 0.0311302 | val_loss: 0.0311359 | Time: 2162.52 ms [2022-03-07 03:11:41 main:574] : INFO : Epoch 2035 | loss: 0.0311286 | val_loss: 0.0311376 | Time: 2158.64 ms [2022-03-07 03:11:43 main:574] : INFO : Epoch 2036 | loss: 0.0311313 | val_loss: 0.0311411 | Time: 2155.37 ms [2022-03-07 03:11:45 main:574] : INFO : Epoch 2037 | loss: 0.0311357 | val_loss: 0.0311366 | Time: 2160.05 ms [2022-03-07 03:11:47 main:574] : INFO : Epoch 2038 | loss: 0.0311307 | val_loss: 0.0311408 | Time: 2168.96 ms [2022-03-07 03:11:49 main:574] : INFO : Epoch 2039 | loss: 0.0311303 | val_loss: 0.0311391 | Time: 2162.03 ms [2022-03-07 03:11:52 main:574] : INFO : Epoch 2040 | loss: 0.03113 | val_loss: 0.0311372 | Time: 2166.15 ms [2022-03-07 03:11:54 main:574] : INFO : Epoch 2041 | loss: 0.0311286 | val_loss: 0.0311373 | Time: 2169.39 ms [2022-03-07 03:11:56 main:574] : INFO : Epoch 2042 | loss: 0.0311295 | val_loss: 0.0311359 | Time: 2159.57 ms [2022-03-07 03:11:58 main:574] : INFO : Epoch 2043 | loss: 0.0311289 | val_loss: 0.0311377 | Time: 2163.6 ms [2022-03-07 03:12:00 main:574] : INFO : Epoch 2044 | loss: 0.0311286 | val_loss: 0.0311405 | Time: 2158.46 ms [2022-03-07 03:12:02 main:574] : INFO : Epoch 2045 | loss: 0.0311298 | val_loss: 0.0311392 | Time: 2157.74 ms [2022-03-07 03:12:05 main:574] : INFO : Epoch 2046 | loss: 0.0311291 | val_loss: 0.0311371 | Time: 2167.42 ms [2022-03-07 03:12:07 main:574] : INFO : Epoch 2047 | loss: 0.0311321 | val_loss: 0.0311394 | Time: 2158.96 ms [2022-03-07 03:12:09 main:574] : INFO : Epoch 2048 | loss: 0.0311342 | val_loss: 0.0311349 | Time: 2150.36 ms [2022-03-07 03:12:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311349 [2022-03-07 03:12:09 main:603] : INFO : Saving end state to config to file [2022-03-07 03:12:09 main:608] : INFO : Success, exiting.. 03:12:09 (6976): 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)