Task 14624414
| Name | ParityModified-1647046216-20226-3-0_1 |
| Workunit | 11418605 |
| Created | 18 Apr 2022, 22:53:34 UTC |
| Sent | 18 Apr 2022, 22:54:22 UTC |
| Report deadline | 26 Apr 2022, 22:54:22 UTC |
| Received | 19 Apr 2022, 14:36:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 41 min 2 sec |
| CPU time | 38 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311237 | val_loss: 0.0311442 | Time: 1116.05 ms [2022-04-19 10:25:55 main:574] : INFO : Epoch 1543 | loss: 0.0311198 | val_loss: 0.0311414 | Time: 1115.61 ms [2022-04-19 10:25:56 main:574] : INFO : Epoch 1544 | loss: 0.0311159 | val_loss: 0.0311407 | Time: 1113.05 ms [2022-04-19 10:25:58 main:574] : INFO : Epoch 1545 | loss: 0.0311161 | val_loss: 0.0311422 | Time: 1110.6 ms [2022-04-19 10:25:59 main:574] : INFO : Epoch 1546 | loss: 0.0311132 | val_loss: 0.031135 | Time: 1113.03 ms [2022-04-19 10:26:00 main:574] : INFO : Epoch 1547 | loss: 0.0311119 | val_loss: 0.0311452 | Time: 1115.13 ms [2022-04-19 10:26:01 main:574] : INFO : Epoch 1548 | loss: 0.0311103 | val_loss: 0.0311391 | Time: 1113.11 ms [2022-04-19 10:26:02 main:574] : INFO : Epoch 1549 | loss: 0.0311093 | val_loss: 0.0311503 | Time: 1118.35 ms [2022-04-19 10:26:04 main:574] : INFO : Epoch 1550 | loss: 0.0311109 | val_loss: 0.0311385 | Time: 1110.69 ms [2022-04-19 10:26:05 main:574] : INFO : Epoch 1551 | loss: 0.0311118 | val_loss: 0.0311428 | Time: 1112.02 ms [2022-04-19 10:26:06 main:574] : INFO : Epoch 1552 | loss: 0.0311133 | val_loss: 0.0311451 | Time: 1112.95 ms [2022-04-19 10:26:07 main:574] : INFO : Epoch 1553 | loss: 0.0311134 | val_loss: 0.0311349 | Time: 1110.89 ms [2022-04-19 10:26:08 main:574] : INFO : Epoch 1554 | loss: 0.0311114 | val_loss: 0.0311366 | Time: 1113.18 ms [2022-04-19 10:26:10 main:574] : INFO : Epoch 1555 | loss: 0.0311089 | val_loss: 0.0311422 | Time: 1111.56 ms [2022-04-19 10:26:11 main:574] : INFO : Epoch 1556 | loss: 0.0311067 | val_loss: 0.0311358 | Time: 1112.36 ms [2022-04-19 10:26:12 main:574] : INFO : Epoch 1557 | loss: 0.0311059 | val_loss: 0.0311387 | Time: 1113.01 ms [2022-04-19 10:26:13 main:574] : INFO : Epoch 1558 | loss: 0.0311033 | val_loss: 0.0311379 | Time: 1111.03 ms [2022-04-19 10:26:14 main:574] : INFO : Epoch 1559 | loss: 0.0311027 | val_loss: 0.0311342 | Time: 1115.48 ms [2022-04-19 10:26:15 main:574] : INFO : Epoch 1560 | loss: 0.0311039 | val_loss: 0.0311375 | Time: 1110.79 ms [2022-04-19 10:26:17 main:574] : INFO : Epoch 1561 | loss: 0.0311119 | val_loss: 0.0311488 | Time: 1115.38 ms [2022-04-19 10:26:18 main:574] : INFO : Epoch 1562 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 1110.75 ms [2022-04-19 10:26:19 main:574] : INFO : Epoch 1563 | loss: 0.0311601 | val_loss: 0.031151 | Time: 1113.27 ms [2022-04-19 10:26:20 main:574] : INFO : Epoch 1564 | loss: 0.0311478 | val_loss: 0.0311454 | Time: 1114.85 ms [2022-04-19 10:26:21 main:574] : INFO : Epoch 1565 | loss: 0.0311401 | val_loss: 0.031142 | Time: 1111.87 ms [2022-04-19 10:26:23 main:574] : INFO : Epoch 1566 | loss: 0.031136 | val_loss: 0.0311416 | Time: 1110.27 ms [2022-04-19 10:26:24 main:574] : INFO : Epoch 1567 | loss: 0.0311337 | val_loss: 0.0311425 | Time: 1111.67 ms [2022-04-19 10:26:25 main:574] : INFO : Epoch 1568 | loss: 0.0311335 | val_loss: 0.0311414 | Time: 1111.08 ms [2022-04-19 10:26:26 main:574] : INFO : Epoch 1569 | loss: 0.0311305 | val_loss: 0.0311407 | Time: 1112.15 ms [2022-04-19 10:26:27 main:574] : INFO : Epoch 1570 | loss: 0.0311278 | val_loss: 0.0311423 | Time: 1110 ms [2022-04-19 10:26:29 main:574] : INFO : Epoch 1571 | loss: 0.0311264 | val_loss: 0.0311392 | Time: 1110.78 ms [2022-04-19 10:26:30 main:574] : INFO : Epoch 1572 | loss: 0.0311228 | val_loss: 0.0311387 | Time: 1108.91 ms [2022-04-19 10:26:31 main:574] : INFO : Epoch 1573 | loss: 0.0311218 | val_loss: 0.0311339 | Time: 1113.63 ms [2022-04-19 10:26:32 main:574] : INFO : Epoch 1574 | loss: 0.031121 | val_loss: 0.0311358 | Time: 1110.36 ms [2022-04-19 10:26:34 main:574] : INFO : Epoch 1575 | loss: 0.0311206 | val_loss: 0.0311369 | Time: 1114.2 ms [2022-04-19 10:26:35 main:574] : INFO : Epoch 1576 | loss: 0.0311203 | val_loss: 0.0311379 | Time: 1111.69 ms [2022-04-19 10:26:36 main:574] : INFO : Epoch 1577 | loss: 0.0311182 | val_loss: 0.031139 | Time: 1111.64 ms [2022-04-19 10:26:37 main:574] : INFO : Epoch 1578 | loss: 0.0311157 | val_loss: 0.0311415 | Time: 1113.9 ms [2022-04-19 10:26:38 main:574] : INFO : Epoch 1579 | loss: 0.031116 | val_loss: 0.0311398 | Time: 1111.42 ms [2022-04-19 10:26:40 main:574] : INFO : Epoch 1580 | loss: 0.0311132 | val_loss: 0.0311421 | Time: 1107.52 ms [2022-04-19 10:26:41 main:574] : INFO : Epoch 1581 | loss: 0.0311125 | val_loss: 0.0311392 | Time: 1111.17 ms [2022-04-19 10:26:42 main:574] : INFO : Epoch 1582 | loss: 0.0311105 | val_loss: 0.0311414 | Time: 1109.6 ms [2022-04-19 10:26:43 main:574] : INFO : Epoch 1583 | loss: 0.0311112 | val_loss: 0.0311416 | Time: 1108.22 ms [2022-04-19 10:26:44 main:574] : INFO : Epoch 1584 | loss: 0.0311098 | val_loss: 0.0311454 | Time: 1113.26 ms [2022-04-19 10:26:45 main:574] : INFO : Epoch 1585 | loss: 0.031111 | val_loss: 0.0311377 | Time: 1114 ms [2022-04-19 10:26:47 main:574] : INFO : Epoch 1586 | loss: 0.0311077 | val_loss: 0.031141 | Time: 1114.2 ms [2022-04-19 10:26:48 main:574] : INFO : Epoch 1587 | loss: 0.0311091 | val_loss: 0.0311403 | Time: 1114.79 ms [2022-04-19 10:26:49 main:574] : INFO : Epoch 1588 | loss: 0.0311087 | val_loss: 0.0311388 | Time: 1113.23 ms [2022-04-19 10:26:50 main:574] : INFO : Epoch 1589 | loss: 0.0311069 | val_loss: 0.031143 | Time: 1109.76 ms [2022-04-19 10:26:52 main:574] : INFO : Epoch 1590 | loss: 0.031105 | val_loss: 0.0311361 | Time: 1111.78 ms [2022-04-19 10:26:53 main:574] : INFO : Epoch 1591 | loss: 0.0311049 | val_loss: 0.0311399 | Time: 1114.55 ms [2022-04-19 10:26:54 main:574] : INFO : Epoch 1592 | loss: 0.0311034 | val_loss: 0.031136 | Time: 1111.35 ms [2022-04-19 10:26:55 main:574] : INFO : Epoch 1593 | loss: 0.0311031 | val_loss: 0.0311372 | Time: 1111.68 ms [2022-04-19 10:26:56 main:574] : INFO : Epoch 1594 | loss: 0.0311026 | val_loss: 0.0311355 | Time: 1109.86 ms [2022-04-19 10:26:58 main:574] : INFO : Epoch 1595 | loss: 0.0311026 | val_loss: 0.0311348 | Time: 1111.94 ms [2022-04-19 10:26:59 main:574] : INFO : Epoch 1596 | loss: 0.0311023 | val_loss: 0.0311382 | Time: 1111.36 ms [2022-04-19 10:27:00 main:574] : INFO : Epoch 1597 | loss: 0.0311024 | val_loss: 0.0311369 | Time: 1111.37 ms [2022-04-19 10:27:01 main:574] : INFO : Epoch 1598 | loss: 0.0311043 | val_loss: 0.0311345 | Time: 1111.03 ms [2022-04-19 10:27:02 main:574] : INFO : Epoch 1599 | loss: 0.031103 | val_loss: 0.0311361 | Time: 1113.62 ms [2022-04-19 10:27:04 main:574] : INFO : Epoch 1600 | loss: 0.0311049 | val_loss: 0.0311406 | Time: 1111.75 ms [2022-04-19 10:27:05 main:574] : INFO : Epoch 1601 | loss: 0.0311042 | val_loss: 0.0311406 | Time: 1111.87 ms [2022-04-19 10:27:06 main:574] : INFO : Epoch 1602 | loss: 0.0311028 | val_loss: 0.0311378 | Time: 1112.11 ms [2022-04-19 10:27:07 main:574] : INFO : Epoch 1603 | loss: 0.0311014 | val_loss: 0.0311364 | Time: 1108.65 ms [2022-04-19 10:27:08 main:574] : INFO : Epoch 1604 | loss: 0.0311004 | val_loss: 0.0311445 | Time: 1112.16 ms [2022-04-19 10:27:10 main:574] : INFO : Epoch 1605 | loss: 0.0311049 | val_loss: 0.0311389 | Time: 1113.88 ms [2022-04-19 10:27:11 main:574] : INFO : Epoch 1606 | loss: 0.0311388 | val_loss: 0.0311649 | Time: 1114.62 ms [2022-04-19 10:27:12 main:574] : INFO : Epoch 1607 | loss: 0.0311673 | val_loss: 0.0311682 | Time: 1114.68 ms [2022-04-19 10:27:13 main:574] : INFO : Epoch 1608 | loss: 0.0322821 | val_loss: 0.0351898 | Time: 1108.74 ms [2022-04-19 10:27:14 main:574] : INFO : Epoch 1609 | loss: 0.0322786 | val_loss: 0.0316577 | Time: 1114.78 ms [2022-04-19 10:27:16 main:574] : INFO : Epoch 1610 | loss: 0.0317883 | val_loss: 0.0313206 | Time: 1110.28 ms [2022-04-19 10:27:17 main:574] : INFO : Epoch 1611 | loss: 0.0312193 | val_loss: 0.0311818 | Time: 1113.88 ms [2022-04-19 10:27:18 main:574] : INFO : Epoch 1612 | loss: 0.0311619 | val_loss: 0.0311572 | Time: 1113.35 ms [2022-04-19 10:27:19 main:574] : INFO : Epoch 1613 | loss: 0.0311478 | val_loss: 0.0311528 | Time: 1112.63 ms [2022-04-19 10:27:20 main:574] : INFO : Epoch 1614 | loss: 0.0311437 | val_loss: 0.0311502 | Time: 1109.58 ms [2022-04-19 10:27:22 main:574] : INFO : Epoch 1615 | loss: 0.0311414 | val_loss: 0.0311494 | Time: 1114.55 ms [2022-04-19 10:27:23 main:574] : INFO : Epoch 1616 | loss: 0.031139 | val_loss: 0.0311487 | Time: 1108.4 ms [2022-04-19 10:27:24 main:574] : INFO : Epoch 1617 | loss: 0.0311375 | val_loss: 0.031148 | Time: 1112.58 ms [2022-04-19 10:27:25 main:574] : INFO : Epoch 1618 | loss: 0.0311357 | val_loss: 0.0311448 | Time: 1113.23 ms [2022-04-19 10:27:26 main:574] : INFO : Epoch 1619 | loss: 0.0311329 | val_loss: 0.0311465 | Time: 1113.79 ms [2022-04-19 10:27:28 main:574] : INFO : Epoch 1620 | loss: 0.0311328 | val_loss: 0.0311458 | Time: 1110.03 ms [2022-04-19 10:27:29 main:574] : INFO : Epoch 1621 | loss: 0.0311319 | val_loss: 0.0311476 | Time: 1110.65 ms [2022-04-19 10:27:30 main:574] : INFO : Epoch 1622 | loss: 0.0311309 | val_loss: 0.0311464 | Time: 1108.44 ms [2022-04-19 10:27:31 main:574] : INFO : Epoch 1623 | loss: 0.0311281 | val_loss: 0.0311472 | Time: 1109.73 ms [2022-04-19 10:27:32 main:574] : INFO : Epoch 1624 | loss: 0.0311262 | val_loss: 0.0311474 | Time: 1112.87 ms [2022-04-19 10:27:34 main:574] : INFO : Epoch 1625 | loss: 0.0311258 | val_loss: 0.0311459 | Time: 1106.72 ms [2022-04-19 10:27:35 main:574] : INFO : Epoch 1626 | loss: 0.0311277 | val_loss: 0.0311502 | Time: 1112.13 ms [2022-04-19 10:27:36 main:574] : INFO : Epoch 1627 | loss: 0.0311256 | val_loss: 0.0311501 | Time: 1109.66 ms [2022-04-19 10:27:37 main:574] : INFO : Epoch 1628 | loss: 0.0311248 | val_loss: 0.0311466 | Time: 1111.33 ms [2022-04-19 10:27:38 main:574] : INFO : Epoch 1629 | loss: 0.0311237 | val_loss: 0.0311474 | Time: 1116.03 ms [2022-04-19 10:27:40 main:574] : INFO : Epoch 1630 | loss: 0.0311223 | val_loss: 0.0311464 | Time: 1115.33 ms [2022-04-19 10:27:41 main:574] : INFO : Epoch 1631 | loss: 0.0311217 | val_loss: 0.0311462 | Time: 1114.11 ms [2022-04-19 10:27:42 main:574] : INFO : Epoch 1632 | loss: 0.0311239 | val_loss: 0.031152 | Time: 1108.21 ms [2022-04-19 10:27:43 main:574] : INFO : Epoch 1633 | loss: 0.0311304 | val_loss: 0.0311468 | Time: 1110.26 ms [2022-04-19 10:27:44 main:574] : INFO : Epoch 1634 | loss: 0.0311281 | val_loss: 0.0311512 | Time: 1113.4 ms [2022-04-19 10:27:46 main:574] : INFO : Epoch 1635 | loss: 0.0311281 | val_loss: 0.0311512 | Time: 1116.57 ms [2022-04-19 10:27:47 main:574] : INFO : Epoch 1636 | loss: 0.0311245 | val_loss: 0.0311444 | Time: 1115.42 ms [2022-04-19 10:27:48 main:574] : INFO : Epoch 1637 | loss: 0.0311203 | val_loss: 0.0311436 | Time: 1114.84 ms [2022-04-19 10:27:49 main:574] : INFO : Epoch 1638 | loss: 0.0311189 | val_loss: 0.0311454 | Time: 1115.99 ms [2022-04-19 10:27:50 main:574] : INFO : Epoch 1639 | loss: 0.0311195 | val_loss: 0.0311477 | Time: 1117.15 ms [2022-04-19 10:27:52 main:574] : INFO : Epoch 1640 | loss: 0.0311219 | val_loss: 0.0311438 | Time: 1109.9 ms [2022-04-19 10:27:53 main:574] : INFO : Epoch 1641 | loss: 0.0311262 | val_loss: 0.0311425 | Time: 1112.27 ms [2022-04-19 10:27:54 main:574] : INFO : Epoch 1642 | loss: 0.0311258 | val_loss: 0.0311435 | Time: 1112.45 ms [2022-04-19 10:27:55 main:574] : INFO : Epoch 1643 | loss: 0.0311224 | val_loss: 0.0311404 | Time: 1111.41 ms [2022-04-19 10:27:56 main:574] : INFO : Epoch 1644 | loss: 0.0311216 | val_loss: 0.0311456 | Time: 1111.73 ms [2022-04-19 10:27:58 main:574] : INFO : Epoch 1645 | loss: 0.0311247 | val_loss: 0.0311433 | Time: 1114.32 ms [2022-04-19 10:27:59 main:574] : INFO : Epoch 1646 | loss: 0.0311208 | val_loss: 0.0311399 | Time: 1110.42 ms [2022-04-19 10:28:00 main:574] : INFO : Epoch 1647 | loss: 0.0311176 | val_loss: 0.0311372 | Time: 1112.52 ms [2022-04-19 10:28:01 main:574] : INFO : Epoch 1648 | loss: 0.0311164 | val_loss: 0.0311364 | Time: 1114.52 ms [2022-04-19 10:28:02 main:574] : INFO : Epoch 1649 | loss: 0.031116 | val_loss: 0.0311372 | Time: 1110.19 ms [2022-04-19 10:28:04 main:574] : INFO : Epoch 1650 | loss: 0.0311164 | val_loss: 0.0311368 | Time: 1115.21 ms [2022-04-19 10:28:05 main:574] : INFO : Epoch 1651 | loss: 0.0311145 | val_loss: 0.0311391 | Time: 1116.7 ms [2022-04-19 10:28:06 main:574] : INFO : Epoch 1652 | loss: 0.0311138 | val_loss: 0.0311374 | Time: 1114.61 ms [2022-04-19 10:28:07 main:574] : INFO : Epoch 1653 | loss: 0.0311146 | val_loss: 0.0311376 | Time: 1114.86 ms [2022-04-19 10:28:08 main:574] : INFO : Epoch 1654 | loss: 0.0311171 | val_loss: 0.0311413 | Time: 1112.26 ms [2022-04-19 10:28:09 main:574] : INFO : Epoch 1655 | loss: 0.0311162 | val_loss: 0.0311405 | Time: 1113.97 ms [2022-04-19 10:28:11 main:574] : INFO : Epoch 1656 | loss: 0.0311168 | val_loss: 0.0311398 | Time: 1111.35 ms [2022-04-19 10:28:12 main:574] : INFO : Epoch 1657 | loss: 0.0311138 | val_loss: 0.031139 | Time: 1114.38 ms [2022-04-19 10:28:13 main:574] : INFO : Epoch 1658 | loss: 0.0311148 | val_loss: 0.031137 | Time: 1113.44 ms [2022-04-19 10:28:14 main:574] : INFO : Epoch 1659 | loss: 0.0311139 | val_loss: 0.0311374 | Time: 1115.14 ms [2022-04-19 10:28:15 main:574] : INFO : Epoch 1660 | loss: 0.0311126 | val_loss: 0.0311382 | Time: 1111.2 ms [2022-04-19 10:28:17 main:574] : INFO : Epoch 1661 | loss: 0.031114 | val_loss: 0.0311391 | Time: 1114.67 ms [2022-04-19 10:28:18 main:574] : INFO : Epoch 1662 | loss: 0.0311132 | val_loss: 0.0311359 | Time: 1114.08 ms [2022-04-19 10:28:19 main:574] : INFO : Epoch 1663 | loss: 0.0311145 | val_loss: 0.031137 | Time: 1110.73 ms [2022-04-19 10:28:20 main:574] : INFO : Epoch 1664 | loss: 0.0311134 | val_loss: 0.0311395 | Time: 1112.13 ms [2022-04-19 10:28:22 main:574] : INFO : Epoch 1665 | loss: 0.0311103 | val_loss: 0.0311401 | Time: 1115.53 ms [2022-04-19 10:28:23 main:574] : INFO : Epoch 1666 | loss: 0.0311101 | val_loss: 0.0311397 | Time: 1112.38 ms [2022-04-19 10:28:24 main:574] : INFO : Epoch 1667 | loss: 0.03111 | val_loss: 0.0311366 | Time: 1110.1 ms [2022-04-19 10:28:25 main:574] : INFO : Epoch 1668 | loss: 0.031107 | val_loss: 0.0311384 | Time: 1111.21 ms [2022-04-19 10:28:26 main:574] : INFO : Epoch 1669 | loss: 0.0311092 | val_loss: 0.0311407 | Time: 1115.82 ms [2022-04-19 10:28:28 main:574] : INFO : Epoch 1670 | loss: 0.0311096 | val_loss: 0.0311385 | Time: 1113.86 ms [2022-04-19 10:28:29 main:574] : INFO : Epoch 1671 | loss: 0.0311105 | val_loss: 0.0311384 | Time: 1114.78 ms [2022-04-19 10:28:30 main:574] : INFO : Epoch 1672 | loss: 0.0311084 | val_loss: 0.0311413 | Time: 1110.85 ms [2022-04-19 10:28:31 main:574] : INFO : Epoch 1673 | loss: 0.0311077 | val_loss: 0.0311402 | Time: 1115.64 ms [2022-04-19 10:28:32 main:574] : INFO : Epoch 1674 | loss: 0.0311086 | val_loss: 0.031141 | Time: 1111.33 ms [2022-04-19 10:28:34 main:574] : INFO : Epoch 1675 | loss: 0.031109 | val_loss: 0.0311382 | Time: 1112.09 ms [2022-04-19 10:28:35 main:574] : INFO : Epoch 1676 | loss: 0.0311084 | val_loss: 0.0311398 | Time: 1113.36 ms [2022-04-19 10:28:36 main:574] : INFO : Epoch 1677 | loss: 0.0311074 | val_loss: 0.0311413 | Time: 1116.92 ms [2022-04-19 10:28:37 main:574] : INFO : Epoch 1678 | loss: 0.0311064 | val_loss: 0.0311379 | Time: 1154.41 ms [2022-04-19 10:28:38 main:574] : INFO : Epoch 1679 | loss: 0.031106 | val_loss: 0.0311418 | Time: 1113.62 ms [2022-04-19 10:28:40 main:574] : INFO : Epoch 1680 | loss: 0.0311068 | val_loss: 0.0311437 | Time: 1111.45 ms [2022-04-19 10:28:41 main:574] : INFO : Epoch 1681 | loss: 0.031109 | val_loss: 0.0311411 | Time: 1111.36 ms [2022-04-19 10:28:42 main:574] : INFO : Epoch 1682 | loss: 0.0311105 | val_loss: 0.031143 | Time: 1112.96 ms [2022-04-19 10:28:43 main:574] : INFO : Epoch 1683 | loss: 0.0311089 | val_loss: 0.031142 | Time: 1113.84 ms [2022-04-19 10:28:44 main:574] : INFO : Epoch 1684 | loss: 0.0311069 | val_loss: 0.0311437 | Time: 1119.25 ms [2022-04-19 10:28:46 main:574] : INFO : Epoch 1685 | loss: 0.0311086 | val_loss: 0.0311413 | Time: 1113.46 ms [2022-04-19 10:28:47 main:574] : INFO : Epoch 1686 | loss: 0.0311063 | val_loss: 0.0311412 | Time: 1114.54 ms [2022-04-19 10:28:48 main:574] : INFO : Epoch 1687 | loss: 0.0311062 | val_loss: 0.031145 | Time: 1115.03 ms [2022-04-19 10:28:49 main:574] : INFO : Epoch 1688 | loss: 0.0311062 | val_loss: 0.0311437 | Time: 1113.4 ms [2022-04-19 10:28:50 main:574] : INFO : Epoch 1689 | loss: 0.0311048 | val_loss: 0.0311401 | Time: 1117 ms [2022-04-19 10:28:52 main:574] : INFO : Epoch 1690 | loss: 0.0311078 | val_loss: 0.0311413 | Time: 1109.56 ms [2022-04-19 10:28:53 main:574] : INFO : Epoch 1691 | loss: 0.0311065 | val_loss: 0.03114 | Time: 1114 ms [2022-04-19 10:28:54 main:574] : INFO : Epoch 1692 | loss: 0.0311053 | val_loss: 0.0311445 | Time: 1113.73 ms [2022-04-19 10:28:55 main:574] : INFO : Epoch 1693 | loss: 0.0311026 | val_loss: 0.0311441 | Time: 1112.14 ms [2022-04-19 10:28:56 main:574] : INFO : Epoch 1694 | loss: 0.0311021 | val_loss: 0.0311453 | Time: 1114.12 ms [2022-04-19 10:28:57 main:574] : INFO : Epoch 1695 | loss: 0.0311038 | val_loss: 0.0311476 | Time: 1116.22 ms [2022-04-19 10:28:59 main:574] : INFO : Epoch 1696 | loss: 0.0311028 | val_loss: 0.0311433 | Time: 1114.23 ms [2022-04-19 10:29:00 main:574] : INFO : Epoch 1697 | loss: 0.0311023 | val_loss: 0.0311416 | Time: 1115.3 ms [2022-04-19 10:29:01 main:574] : INFO : Epoch 1698 | loss: 0.0311027 | val_loss: 0.0311374 | Time: 1112.49 ms [2022-04-19 10:29:02 main:574] : INFO : Epoch 1699 | loss: 0.0311028 | val_loss: 0.0311409 | Time: 1113.94 ms [2022-04-19 10:29:04 main:574] : INFO : Epoch 1700 | loss: 0.0311029 | val_loss: 0.0311391 | Time: 1112.37 ms [2022-04-19 10:29:05 main:574] : INFO : Epoch 1701 | loss: 0.0311004 | val_loss: 0.0311391 | Time: 1112.55 ms [2022-04-19 10:29:06 main:574] : INFO : Epoch 1702 | loss: 0.0311014 | val_loss: 0.031144 | Time: 1110.76 ms [2022-04-19 10:29:07 main:574] : INFO : Epoch 1703 | loss: 0.0311013 | val_loss: 0.0311405 | Time: 1116.7 ms [2022-04-19 10:29:08 main:574] : INFO : Epoch 1704 | loss: 0.0311001 | val_loss: 0.0311416 | Time: 1114.81 ms [2022-04-19 10:29:09 main:574] : INFO : Epoch 1705 | loss: 0.0311054 | val_loss: 0.0311393 | Time: 1112.43 ms [2022-04-19 10:29:11 main:574] : INFO : Epoch 1706 | loss: 0.0311109 | val_loss: 0.0311443 | Time: 1110.54 ms [2022-04-19 10:29:12 main:574] : INFO : Epoch 1707 | loss: 0.0311117 | val_loss: 0.0311451 | Time: 1109.56 ms [2022-04-19 10:29:13 main:574] : INFO : Epoch 1708 | loss: 0.0311102 | val_loss: 0.0311424 | Time: 1111.01 ms [2022-04-19 10:29:14 main:574] : INFO : Epoch 1709 | loss: 0.0311058 | val_loss: 0.0311424 | Time: 1115.71 ms [2022-04-19 10:29:15 main:574] : INFO : Epoch 1710 | loss: 0.0311081 | val_loss: 0.0311435 | Time: 1116.36 ms [2022-04-19 10:29:17 main:574] : INFO : Epoch 1711 | loss: 0.0311068 | val_loss: 0.0311434 | Time: 1115.12 ms [2022-04-19 10:29:18 main:574] : INFO : Epoch 1712 | loss: 0.0311035 | val_loss: 0.0311386 | Time: 1112.86 ms [2022-04-19 10:29:19 main:574] : INFO : Epoch 1713 | loss: 0.0311101 | val_loss: 0.0311431 | Time: 1112.19 ms [2022-04-19 10:29:20 main:574] : INFO : Epoch 1714 | loss: 0.0311073 | val_loss: 0.0311443 | Time: 1112.33 ms [2022-04-19 10:29:21 main:574] : INFO : Epoch 1715 | loss: 0.0311076 | val_loss: 0.0311491 | Time: 1110.36 ms [2022-04-19 10:29:23 main:574] : INFO : Epoch 1716 | loss: 0.0311076 | val_loss: 0.0311383 | Time: 1112.42 ms [2022-04-19 10:29:24 main:574] : INFO : Epoch 1717 | loss: 0.0311055 | val_loss: 0.0311374 | Time: 1116.04 ms [2022-04-19 10:29:25 main:574] : INFO : Epoch 1718 | loss: 0.0311051 | val_loss: 0.0311405 | Time: 1119.12 ms [2022-04-19 10:29:26 main:574] : INFO : Epoch 1719 | loss: 0.0311047 | val_loss: 0.0311372 | Time: 1119.8 ms [2022-04-19 10:29:27 main:574] : INFO : Epoch 1720 | loss: 0.0311076 | val_loss: 0.0311352 | Time: 1115.78 ms [2022-04-19 10:29:29 main:574] : INFO : Epoch 1721 | loss: 0.031116 | val_loss: 0.0311402 | Time: 1114.31 ms [2022-04-19 10:29:30 main:574] : INFO : Epoch 1722 | loss: 0.0311126 | val_loss: 0.0311384 | Time: 1115.42 ms [2022-04-19 10:29:31 main:574] : INFO : Epoch 1723 | loss: 0.0311128 | val_loss: 0.0311374 | Time: 1114.32 ms [2022-04-19 10:29:32 main:574] : INFO : Epoch 1724 | loss: 0.0311096 | val_loss: 0.0311326 | Time: 1114.02 ms [2022-04-19 10:29:33 main:574] : INFO : Epoch 1725 | loss: 0.0311063 | val_loss: 0.031137 | Time: 1118.25 ms [2022-04-19 10:29:35 main:574] : INFO : Epoch 1726 | loss: 0.0311039 | val_loss: 0.0311365 | Time: 1108.92 ms [2022-04-19 10:29:36 main:574] : INFO : Epoch 1727 | loss: 0.0311022 | val_loss: 0.0311332 | Time: 1115.3 ms [2022-04-19 10:29:37 main:574] : INFO : Epoch 1728 | loss: 0.0311022 | val_loss: 0.031139 | Time: 1110.61 ms [2022-04-19 10:29:38 main:574] : INFO : Epoch 1729 | loss: 0.031104 | val_loss: 0.0311369 | Time: 1114.35 ms [2022-04-19 10:29:39 main:574] : INFO : Epoch 1730 | loss: 0.0311038 | val_loss: 0.0311402 | Time: 1117.71 ms [2022-04-19 10:29:41 main:574] : INFO : Epoch 1731 | loss: 0.0311071 | val_loss: 0.0311351 | Time: 1112.24 ms [2022-04-19 10:29:42 main:574] : INFO : Epoch 1732 | loss: 0.031104 | val_loss: 0.0311308 | Time: 1114.79 ms [2022-04-19 10:29:43 main:574] : INFO : Epoch 1733 | loss: 0.0311046 | val_loss: 0.0311374 | Time: 1111.95 ms [2022-04-19 10:29:44 main:574] : INFO : Epoch 1734 | loss: 0.0311046 | val_loss: 0.0311358 | Time: 1118.3 ms [2022-04-19 10:29:45 main:574] : INFO : Epoch 1735 | loss: 0.031104 | val_loss: 0.0311364 | Time: 1116.79 ms [2022-04-19 10:29:47 main:574] : INFO : Epoch 1736 | loss: 0.0311038 | val_loss: 0.0311368 | Time: 1110.26 ms [2022-04-19 10:29:48 main:574] : INFO : Epoch 1737 | loss: 0.0311028 | val_loss: 0.0311382 | Time: 1116.2 ms [2022-04-19 10:29:49 main:574] : INFO : Epoch 1738 | loss: 0.0311062 | val_loss: 0.0311363 | Time: 1110.87 ms [2022-04-19 10:29:50 main:574] : INFO : Epoch 1739 | loss: 0.0311065 | val_loss: 0.0311428 | Time: 1110.81 ms [2022-04-19 10:29:51 main:574] : INFO : Epoch 1740 | loss: 0.031105 | val_loss: 0.0311379 | Time: 1108.88 ms [2022-04-19 10:29:53 main:574] : INFO : Epoch 1741 | loss: 0.0311081 | val_loss: 0.03114 | Time: 1112.65 ms [2022-04-19 10:29:54 main:574] : INFO : Epoch 1742 | loss: 0.0311036 | val_loss: 0.0311361 | Time: 1115.15 ms [2022-04-19 10:29:55 main:574] : INFO : Epoch 1743 | loss: 0.0311024 | val_loss: 0.0311398 | Time: 1119.64 ms [2022-04-19 10:29:56 main:574] : INFO : Epoch 1744 | loss: 0.0311034 | val_loss: 0.0311377 | Time: 1111.9 ms [2022-04-19 10:29:57 main:574] : INFO : Epoch 1745 | loss: 0.0311055 | val_loss: 0.0311374 | Time: 1113.83 ms [2022-04-19 10:29:59 main:574] : INFO : Epoch 1746 | loss: 0.0311067 | val_loss: 0.0311413 | Time: 1110.33 ms [2022-04-19 10:30:00 main:574] : INFO : Epoch 1747 | loss: 0.0311051 | val_loss: 0.0311381 | Time: 1118.45 ms [2022-04-19 10:30:01 main:574] : INFO : Epoch 1748 | loss: 0.0311034 | val_loss: 0.0311469 | Time: 1115.78 ms [2022-04-19 10:30:02 main:574] : INFO : Epoch 1749 | loss: 0.0311019 | val_loss: 0.0311371 | Time: 1113.98 ms [2022-04-19 10:30:04 main:574] : INFO : Epoch 1750 | loss: 0.0310989 | val_loss: 0.0311366 | Time: 1111.9 ms [2022-04-19 10:30:05 main:574] : INFO : Epoch 1751 | loss: 0.0310999 | val_loss: 0.0311409 | Time: 1110.9 ms [2022-04-19 10:30:06 main:574] : INFO : Epoch 1752 | loss: 0.0311 | val_loss: 0.03114 | Time: 1111.36 ms [2022-04-19 10:30:07 main:574] : INFO : Epoch 1753 | loss: 0.0310999 | val_loss: 0.031142 | Time: 1111.77 ms [2022-04-19 10:30:08 main:574] : INFO : Epoch 1754 | loss: 0.0311027 | val_loss: 0.0311399 | Time: 1114.31 ms [2022-04-19 10:30:09 main:574] : INFO : Epoch 1755 | loss: 0.0311018 | val_loss: 0.0311411 | Time: 1114.13 ms [2022-04-19 10:30:11 main:574] : INFO : Epoch 1756 | loss: 0.0311015 | val_loss: 0.0311356 | Time: 1112.53 ms [2022-04-19 10:30:12 main:574] : INFO : Epoch 1757 | loss: 0.0311084 | val_loss: 0.031136 | Time: 1112.81 ms [2022-04-19 10:30:13 main:574] : INFO : Epoch 1758 | loss: 0.0311068 | val_loss: 0.0311399 | Time: 1113.2 ms [2022-04-19 10:30:14 main:574] : INFO : Epoch 1759 | loss: 0.0311046 | val_loss: 0.0311364 | Time: 1113.32 ms [2022-04-19 10:30:15 main:574] : INFO : Epoch 1760 | loss: 0.031103 | val_loss: 0.0311388 | Time: 1116.37 ms [2022-04-19 10:30:17 main:574] : INFO : Epoch 1761 | loss: 0.0311031 | val_loss: 0.0311433 | Time: 1113.62 ms [2022-04-19 10:30:18 main:574] : INFO : Epoch 1762 | loss: 0.0311035 | val_loss: 0.0311365 | Time: 1114.65 ms [2022-04-19 10:30:19 main:574] : INFO : Epoch 1763 | loss: 0.0311054 | val_loss: 0.0311435 | Time: 1113.68 ms [2022-04-19 10:30:20 main:574] : INFO : Epoch 1764 | loss: 0.0311114 | val_loss: 0.0311445 | Time: 1115.15 ms [2022-04-19 10:30:22 main:574] : INFO : Epoch 1765 | loss: 0.031114 | val_loss: 0.031143 | Time: 1112.18 ms [2022-04-19 10:30:23 main:574] : INFO : Epoch 1766 | loss: 0.0311142 | val_loss: 0.0311382 | Time: 1112.47 ms [2022-04-19 10:30:24 main:574] : INFO : Epoch 1767 | loss: 0.0311126 | val_loss: 0.0311395 | Time: 1113.34 ms [2022-04-19 10:30:25 main:574] : INFO : Epoch 1768 | loss: 0.0311088 | val_loss: 0.0311392 | Time: 1113.58 ms [2022-04-19 10:30:26 main:574] : INFO : Epoch 1769 | loss: 0.0311063 | val_loss: 0.0311403 | Time: 1116.35 ms [2022-04-19 10:30:27 main:574] : INFO : Epoch 1770 | loss: 0.0311066 | val_loss: 0.0311395 | Time: 1108.01 ms [2022-04-19 10:30:29 main:574] : INFO : Epoch 1771 | loss: 0.0311027 | val_loss: 0.0311431 | Time: 1111.12 ms [2022-04-19 10:30:30 main:574] : INFO : Epoch 1772 | loss: 0.0311012 | val_loss: 0.031139 | Time: 1112.46 ms [2022-04-19 10:30:31 main:574] : INFO : Epoch 1773 | loss: 0.0311026 | val_loss: 0.0311406 | Time: 1112.43 ms [2022-04-19 10:30:32 main:574] : INFO : Epoch 1774 | loss: 0.0311024 | val_loss: 0.0311383 | Time: 1110.21 ms [2022-04-19 10:30:34 main:574] : INFO : Epoch 1775 | loss: 0.0311024 | val_loss: 0.0311438 | Time: 1112.32 ms [2022-04-19 10:30:35 main:574] : INFO : Epoch 1776 | loss: 0.0311011 | val_loss: 0.0311436 | Time: 1112.51 ms [2022-04-19 10:30:36 main:574] : INFO : Epoch 1777 | loss: 0.031118 | val_loss: 0.0311486 | Time: 1112.35 ms [2022-04-19 10:30:37 main:574] : INFO : Epoch 1778 | loss: 0.0311374 | val_loss: 0.0311489 | Time: 1113.9 ms [2022-04-19 10:30:38 main:574] : INFO : Epoch 1779 | loss: 0.0311303 | val_loss: 0.0311454 | Time: 1115.24 ms [2022-04-19 10:30:40 main:574] : INFO : Epoch 1780 | loss: 0.0311288 | val_loss: 0.0311459 | Time: 1113.21 ms [2022-04-19 10:30:41 main:574] : INFO : Epoch 1781 | loss: 0.0311267 | val_loss: 0.0311469 | Time: 1111.61 ms [2022-04-19 10:30:42 main:574] : INFO : Epoch 1782 | loss: 0.0311341 | val_loss: 0.0311471 | Time: 1117.74 ms [2022-04-19 10:30:43 main:574] : INFO : Epoch 1783 | loss: 0.0311277 | val_loss: 0.0311437 | Time: 1113.41 ms [2022-04-19 10:30:44 main:574] : INFO : Epoch 1784 | loss: 0.0311239 | val_loss: 0.0311466 | Time: 1117.59 ms [2022-04-19 10:30:46 main:574] : INFO : Epoch 1785 | loss: 0.0311214 | val_loss: 0.031146 | Time: 1114.23 ms [2022-04-19 10:30:47 main:574] : INFO : Epoch 1786 | loss: 0.0311206 | val_loss: 0.0311468 | Time: 1117.13 ms [2022-04-19 10:30:48 main:574] : INFO : Epoch 1787 | loss: 0.0311179 | val_loss: 0.0311405 | Time: 1117.65 ms [2022-04-19 10:30:49 main:574] : INFO : Epoch 1788 | loss: 0.0311152 | val_loss: 0.03114 | Time: 1116.89 ms [2022-04-19 10:30:50 main:574] : INFO : Epoch 1789 | loss: 0.0311132 | val_loss: 0.0311401 | Time: 1116.39 ms [2022-04-19 10:30:51 main:574] : INFO : Epoch 1790 | loss: 0.031113 | val_loss: 0.031144 | Time: 1112.66 ms [2022-04-19 10:30:53 main:574] : INFO : Epoch 1791 | loss: 0.0311113 | val_loss: 0.0311411 | Time: 1121.24 ms [2022-04-19 10:30:54 main:574] : INFO : Epoch 1792 | loss: 0.0311106 | val_loss: 0.031146 | Time: 1112.89 ms [2022-04-19 10:30:55 main:574] : INFO : Epoch 1793 | loss: 0.0311099 | val_loss: 0.0311447 | Time: 1110.37 ms [2022-04-19 10:30:56 main:574] : INFO : Epoch 1794 | loss: 0.0311115 | val_loss: 0.0311429 | Time: 1116.22 ms [2022-04-19 10:30:58 main:574] : INFO : Epoch 1795 | loss: 0.031111 | val_loss: 0.0311439 | Time: 1115.82 ms [2022-04-19 10:30:59 main:574] : INFO : Epoch 1796 | loss: 0.0311122 | val_loss: 0.0311423 | Time: 1115.09 ms [2022-04-19 10:31:00 main:574] : INFO : Epoch 1797 | loss: 0.03111 | val_loss: 0.0311443 | Time: 1112.9 ms [2022-04-19 10:31:01 main:574] : INFO : Epoch 1798 | loss: 0.0311081 | val_loss: 0.0311472 | Time: 1116.25 ms [2022-04-19 10:31:02 main:574] : INFO : Epoch 1799 | loss: 0.0311079 | val_loss: 0.0311422 | Time: 1114.83 ms [2022-04-19 10:31:04 main:574] : INFO : Epoch 1800 | loss: 0.0311081 | val_loss: 0.0311451 | Time: 1110.47 ms [2022-04-19 10:31:05 main:574] : INFO : Epoch 1801 | loss: 0.0311062 | val_loss: 0.0311486 | Time: 1114.57 ms [2022-04-19 10:31:06 main:574] : INFO : Epoch 1802 | loss: 0.0311073 | val_loss: 0.0311468 | Time: 1111.32 ms [2022-04-19 10:31:07 main:574] : INFO : Epoch 1803 | loss: 0.0311062 | val_loss: 0.0311411 | Time: 1114.25 ms [2022-04-19 10:31:08 main:574] : INFO : Epoch 1804 | loss: 0.0311056 | val_loss: 0.0311378 | Time: 1115.82 ms [2022-04-19 10:31:10 main:574] : INFO : Epoch 1805 | loss: 0.0311052 | val_loss: 0.0311421 | Time: 1113.44 ms [2022-04-19 10:31:11 main:574] : INFO : Epoch 1806 | loss: 0.0311066 | val_loss: 0.0311477 | Time: 1113.26 ms [2022-04-19 10:31:12 main:574] : INFO : Epoch 1807 | loss: 0.0311096 | val_loss: 0.0311476 | Time: 1111.54 ms [2022-04-19 10:31:13 main:574] : INFO : Epoch 1808 | loss: 0.0311122 | val_loss: 0.0311474 | Time: 1114.42 ms [2022-04-19 10:31:14 main:574] : INFO : Epoch 1809 | loss: 0.0311101 | val_loss: 0.0311487 | Time: 1120.32 ms [2022-04-19 10:31:16 main:574] : INFO : Epoch 1810 | loss: 0.0311102 | val_loss: 0.0311468 | Time: 1110.7 ms [2022-04-19 10:31:17 main:574] : INFO : Epoch 1811 | loss: 0.0311101 | val_loss: 0.0311428 | Time: 1117.47 ms [2022-04-19 10:31:18 main:574] : INFO : Epoch 1812 | loss: 0.0311057 | val_loss: 0.0311446 | Time: 1111.88 ms [2022-04-19 10:31:19 main:574] : INFO : Epoch 1813 | loss: 0.0311065 | val_loss: 0.0311456 | Time: 1112.25 ms [2022-04-19 10:31:20 main:574] : INFO : Epoch 1814 | loss: 0.0311072 | val_loss: 0.0311477 | Time: 1126.33 ms [2022-04-19 10:31:22 main:574] : INFO : Epoch 1815 | loss: 0.031106 | val_loss: 0.0311449 | Time: 1113.06 ms [2022-04-19 10:31:23 main:574] : INFO : Epoch 1816 | loss: 0.0311041 | val_loss: 0.0311465 | Time: 1109.9 ms [2022-04-19 10:31:24 main:574] : INFO : Epoch 1817 | loss: 0.0311049 | val_loss: 0.0311415 | Time: 1113.85 ms [2022-04-19 10:31:25 main:574] : INFO : Epoch 1818 | loss: 0.0311021 | val_loss: 0.0311402 | Time: 1112.49 ms [2022-04-19 10:31:26 main:574] : INFO : Epoch 1819 | loss: 0.0311026 | val_loss: 0.0311388 | Time: 1113.03 ms [2022-04-19 10:31:28 main:574] : INFO : Epoch 1820 | loss: 0.0311037 | val_loss: 0.0311476 | Time: 1112.33 ms [2022-04-19 10:31:29 main:574] : INFO : Epoch 1821 | loss: 0.0311032 | val_loss: 0.0311438 | Time: 1114.8 ms [2022-04-19 10:31:30 main:574] : INFO : Epoch 1822 | loss: 0.0311004 | val_loss: 0.031143 | Time: 1113.35 ms [2022-04-19 10:31:31 main:574] : INFO : Epoch 1823 | loss: 0.0310993 | val_loss: 0.0311416 | Time: 1116.37 ms [2022-04-19 10:31:32 main:574] : INFO : Epoch 1824 | loss: 0.0310996 | val_loss: 0.031149 | Time: 1112.5 ms [2022-04-19 10:31:34 main:574] : INFO : Epoch 1825 | loss: 0.0311012 | val_loss: 0.0311496 | Time: 1113.7 ms [2022-04-19 10:31:35 main:574] : INFO : Epoch 1826 | loss: 0.0311071 | val_loss: 0.031148 | Time: 1114.55 ms [2022-04-19 10:31:36 main:574] : INFO : Epoch 1827 | loss: 0.0311187 | val_loss: 0.031143 | Time: 1115 ms [2022-04-19 10:31:37 main:574] : INFO : Epoch 1828 | loss: 0.031117 | val_loss: 0.0311526 | Time: 1112.91 ms [2022-04-19 10:31:38 main:574] : INFO : Epoch 1829 | loss: 0.031115 | val_loss: 0.0311444 | Time: 1115.41 ms [2022-04-19 10:31:40 main:574] : INFO : Epoch 1830 | loss: 0.0311139 | val_loss: 0.0311422 | Time: 1110.99 ms [2022-04-19 10:31:41 main:574] : INFO : Epoch 1831 | loss: 0.0311116 | val_loss: 0.0311442 | Time: 1112.75 ms [2022-04-19 10:31:42 main:574] : INFO : Epoch 1832 | loss: 0.0311084 | val_loss: 0.0311425 | Time: 1112.33 ms [2022-04-19 10:31:43 main:574] : INFO : Epoch 1833 | loss: 0.0311074 | val_loss: 0.0311404 | Time: 1110.52 ms [2022-04-19 10:31:45 main:574] : INFO : Epoch 1834 | loss: 0.0311073 | val_loss: 0.0311462 | Time: 1111.21 ms [2022-04-19 10:31:46 main:574] : INFO : Epoch 1835 | loss: 0.0311073 | val_loss: 0.0311427 | Time: 1114.85 ms [2022-04-19 10:31:47 main:574] : INFO : Epoch 1836 | loss: 0.0311053 | val_loss: 0.0311465 | Time: 1112.48 ms [2022-04-19 10:31:48 main:574] : INFO : Epoch 1837 | loss: 0.0311065 | val_loss: 0.0311425 | Time: 1114.35 ms [2022-04-19 10:31:49 main:574] : INFO : Epoch 1838 | loss: 0.031102 | val_loss: 0.031142 | Time: 1112.96 ms [2022-04-19 10:31:50 main:574] : INFO : Epoch 1839 | loss: 0.0311026 | val_loss: 0.0311426 | Time: 1110.79 ms [2022-04-19 10:31:52 main:574] : INFO : Epoch 1840 | loss: 0.0311011 | val_loss: 0.0311404 | Time: 1112.26 ms [2022-04-19 10:31:53 main:574] : INFO : Epoch 1841 | loss: 0.0311013 | val_loss: 0.03115 | Time: 1115.96 ms [2022-04-19 10:31:54 main:574] : INFO : Epoch 1842 | loss: 0.0311029 | val_loss: 0.0311446 | Time: 1116.56 ms [2022-04-19 10:31:55 main:574] : INFO : Epoch 1843 | loss: 0.0311009 | val_loss: 0.0311488 | Time: 1111.58 ms [2022-04-19 10:31:56 main:574] : INFO : Epoch 1844 | loss: 0.0311014 | val_loss: 0.0311482 | Time: 1112.95 ms [2022-04-19 10:31:57 main:574] : INFO : Epoch 1845 | loss: 0.0311012 | val_loss: 0.0311465 | Time: 1113.5 ms [2022-04-19 10:31:59 main:574] : INFO : Epoch 1846 | loss: 0.0311024 | val_loss: 0.0311454 | Time: 1113.84 ms [2022-04-19 10:32:00 main:574] : INFO : Epoch 1847 | loss: 0.0311017 | val_loss: 0.0311461 | Time: 1113.31 ms [2022-04-19 10:32:01 main:574] : INFO : Epoch 1848 | loss: 0.0311039 | val_loss: 0.0311464 | Time: 1114.74 ms [2022-04-19 10:32:02 main:574] : INFO : Epoch 1849 | loss: 0.0311058 | val_loss: 0.0311489 | Time: 1110.76 ms [2022-04-19 10:32:04 main:574] : INFO : Epoch 1850 | loss: 0.0311069 | val_loss: 0.0311488 | Time: 1111.59 ms [2022-04-19 10:32:05 main:574] : INFO : Epoch 1851 | loss: 0.0311186 | val_loss: 0.0311521 | Time: 1116.36 ms [2022-04-19 10:32:06 main:574] : INFO : Epoch 1852 | loss: 0.0311134 | val_loss: 0.031145 | Time: 1115.48 ms [2022-04-19 10:32:07 main:574] : INFO : Epoch 1853 | loss: 0.0311094 | val_loss: 0.0311426 | Time: 1113.15 ms [2022-04-19 10:32:08 main:574] : INFO : Epoch 1854 | loss: 0.0311106 | val_loss: 0.0311436 | Time: 1111.42 ms [2022-04-19 10:32:10 main:574] : INFO : Epoch 1855 | loss: 0.0311073 | val_loss: 0.0311404 | Time: 1110.35 ms [2022-04-19 10:32:11 main:574] : INFO : Epoch 1856 | loss: 0.0311073 | val_loss: 0.0311453 | Time: 1111.03 ms [2022-04-19 10:32:12 main:574] : INFO : Epoch 1857 | loss: 0.0311073 | val_loss: 0.0311427 | Time: 1112.34 ms [2022-04-19 10:32:13 main:574] : INFO : Epoch 1858 | loss: 0.0311076 | val_loss: 0.0311443 | Time: 1110.06 ms [2022-04-19 10:32:14 main:574] : INFO : Epoch 1859 | loss: 0.0311069 | val_loss: 0.0311461 | Time: 1117.19 ms [2022-04-19 10:32:16 main:574] : INFO : Epoch 1860 | loss: 0.0311084 | val_loss: 0.0311427 | Time: 1116.65 ms [2022-04-19 10:32:17 main:574] : INFO : Epoch 1861 | loss: 0.0311074 | val_loss: 0.0311419 | Time: 1111.85 ms [2022-04-19 10:32:18 main:574] : INFO : Epoch 1862 | loss: 0.0311078 | val_loss: 0.0311405 | Time: 1114.53 ms [2022-04-19 10:32:19 main:574] : INFO : Epoch 1863 | loss: 0.0311208 | val_loss: 0.0311439 | Time: 1108.03 ms [2022-04-19 10:32:20 main:574] : INFO : Epoch 1864 | loss: 0.0311209 | val_loss: 0.0311461 | Time: 1114.53 ms [2022-04-19 10:32:22 main:574] : INFO : Epoch 1865 | loss: 0.0311182 | val_loss: 0.0311481 | Time: 1114.6 ms [2022-04-19 10:32:23 main:574] : INFO : Epoch 1866 | loss: 0.0311175 | val_loss: 0.0311442 | Time: 1111.75 ms [2022-04-19 10:32:24 main:574] : INFO : Epoch 1867 | loss: 0.0311145 | val_loss: 0.0311458 | Time: 1114.02 ms [2022-04-19 10:32:25 main:574] : INFO : Epoch 1868 | loss: 0.0311132 | val_loss: 0.0311474 | Time: 1110.64 ms [2022-04-19 10:32:26 main:574] : INFO : Epoch 1869 | loss: 0.031112 | val_loss: 0.0311455 | Time: 1111.27 ms [2022-04-19 10:32:27 main:574] : INFO : Epoch 1870 | loss: 0.0311092 | val_loss: 0.0311452 | Time: 1112.2 ms [2022-04-19 10:32:29 main:574] : INFO : Epoch 1871 | loss: 0.03111 | val_loss: 0.0311451 | Time: 1111.42 ms [2022-04-19 10:32:30 main:574] : INFO : Epoch 1872 | loss: 0.0311074 | val_loss: 0.0311428 | Time: 1114.35 ms [2022-04-19 10:32:31 main:574] : INFO : Epoch 1873 | loss: 0.0311051 | val_loss: 0.0311399 | Time: 1109.98 ms [2022-04-19 10:32:32 main:574] : INFO : Epoch 1874 | loss: 0.0311054 | val_loss: 0.0311406 | Time: 1113.72 ms [2022-04-19 10:32:33 main:574] : INFO : Epoch 1875 | loss: 0.0311037 | val_loss: 0.0311447 | Time: 1111.14 ms [2022-04-19 10:32:35 main:574] : INFO : Epoch 1876 | loss: 0.0311071 | val_loss: 0.0311425 | Time: 1110.68 ms [2022-04-19 10:32:36 main:574] : INFO : Epoch 1877 | loss: 0.0311117 | val_loss: 0.0311381 | Time: 1113.08 ms [2022-04-19 10:32:37 main:574] : INFO : Epoch 1878 | loss: 0.0311107 | val_loss: 0.0311454 | Time: 1114.04 ms [2022-04-19 10:32:38 main:574] : INFO : Epoch 1879 | loss: 0.0311079 | val_loss: 0.0311484 | Time: 1114.18 ms [2022-04-19 10:32:39 main:574] : INFO : Epoch 1880 | loss: 0.0311045 | val_loss: 0.0311424 | Time: 1110.35 ms [2022-04-19 10:32:41 main:574] : INFO : Epoch 1881 | loss: 0.0311033 | val_loss: 0.0311417 | Time: 1112.86 ms [2022-04-19 10:32:42 main:574] : INFO : Epoch 1882 | loss: 0.0311117 | val_loss: 0.0311427 | Time: 1113.38 ms [2022-04-19 10:32:43 main:574] : INFO : Epoch 1883 | loss: 0.0311138 | val_loss: 0.0311417 | Time: 1111.87 ms [2022-04-19 10:32:44 main:574] : INFO : Epoch 1884 | loss: 0.0311112 | val_loss: 0.0311454 | Time: 1115.07 ms [2022-04-19 10:32:45 main:574] : INFO : Epoch 1885 | loss: 0.0311078 | val_loss: 0.031137 | Time: 1110.64 ms [2022-04-19 10:32:47 main:574] : INFO : Epoch 1886 | loss: 0.0311072 | val_loss: 0.031145 | Time: 1109.4 ms [2022-04-19 10:32:48 main:574] : INFO : Epoch 1887 | loss: 0.0311061 | val_loss: 0.0311484 | Time: 1113.87 ms [2022-04-19 10:32:49 main:574] : INFO : Epoch 1888 | loss: 0.0311036 | val_loss: 0.0311403 | Time: 1112.86 ms [2022-04-19 10:32:50 main:574] : INFO : Epoch 1889 | loss: 0.0311026 | val_loss: 0.0311528 | Time: 1116.28 ms [2022-04-19 10:32:51 main:574] : INFO : Epoch 1890 | loss: 0.0311031 | val_loss: 0.0311451 | Time: 1111.75 ms [2022-04-19 10:32:53 main:574] : INFO : Epoch 1891 | loss: 0.0310994 | val_loss: 0.0311456 | Time: 1114.45 ms [2022-04-19 10:32:54 main:574] : INFO : Epoch 1892 | loss: 0.0310995 | val_loss: 0.0311422 | Time: 1114.31 ms [2022-04-19 10:32:55 main:574] : INFO : Epoch 1893 | loss: 0.0310987 | val_loss: 0.0311429 | Time: 1118.91 ms [2022-04-19 10:32:56 main:574] : INFO : Epoch 1894 | loss: 0.031102 | val_loss: 0.0311412 | Time: 1114.94 ms [2022-04-19 10:32:57 main:574] : INFO : Epoch 1895 | loss: 0.0311005 | val_loss: 0.0311445 | Time: 1110.66 ms [2022-04-19 10:32:59 main:574] : INFO : Epoch 1896 | loss: 0.0311012 | val_loss: 0.0311397 | Time: 1112.31 ms [2022-04-19 10:33:00 main:574] : INFO : Epoch 1897 | loss: 0.0310998 | val_loss: 0.0311392 | Time: 1116.08 ms [2022-04-19 10:33:01 main:574] : INFO : Epoch 1898 | loss: 0.0310986 | val_loss: 0.0311406 | Time: 1115.2 ms [2022-04-19 10:33:02 main:574] : INFO : Epoch 1899 | loss: 0.0310982 | val_loss: 0.0311425 | Time: 1113.34 ms [2022-04-19 10:33:03 main:574] : INFO : Epoch 1900 | loss: 0.0310979 | val_loss: 0.0311387 | Time: 1113.04 ms [2022-04-19 10:33:05 main:574] : INFO : Epoch 1901 | loss: 0.0310973 | val_loss: 0.0311435 | Time: 1112.18 ms [2022-04-19 10:33:06 main:574] : INFO : Epoch 1902 | loss: 0.0310987 | val_loss: 0.0311448 | Time: 1111.76 ms [2022-04-19 10:33:07 main:574] : INFO : Epoch 1903 | loss: 0.0310973 | val_loss: 0.0311453 | Time: 1114.64 ms [2022-04-19 10:33:08 main:574] : INFO : Epoch 1904 | loss: 0.0310977 | val_loss: 0.0311403 | Time: 1116.24 ms [2022-04-19 10:33:09 main:574] : INFO : Epoch 1905 | loss: 0.0310966 | val_loss: 0.0311389 | Time: 1119.11 ms [2022-04-19 10:33:11 main:574] : INFO : Epoch 1906 | loss: 0.0310997 | val_loss: 0.031143 | Time: 1112.44 ms [2022-04-19 10:33:12 main:574] : INFO : Epoch 1907 | loss: 0.0311004 | val_loss: 0.0311444 | Time: 1114.87 ms [2022-04-19 10:33:13 main:574] : INFO : Epoch 1908 | loss: 0.0311104 | val_loss: 0.0311434 | Time: 1110.1 ms [2022-04-19 10:33:14 main:574] : INFO : Epoch 1909 | loss: 0.0311093 | val_loss: 0.0311379 | Time: 1111.12 ms [2022-04-19 10:33:15 main:574] : INFO : Epoch 1910 | loss: 0.0311058 | val_loss: 0.0311394 | Time: 1118.64 ms [2022-04-19 10:33:17 main:574] : INFO : Epoch 1911 | loss: 0.0311059 | val_loss: 0.0311386 | Time: 1110.66 ms [2022-04-19 10:33:18 main:574] : INFO : Epoch 1912 | loss: 0.0311057 | val_loss: 0.031134 | Time: 1113.64 ms [2022-04-19 10:33:19 main:574] : INFO : Epoch 1913 | loss: 0.0311055 | val_loss: 0.0311346 | Time: 1114.1 ms [2022-04-19 10:33:20 main:574] : INFO : Epoch 1914 | loss: 0.0311059 | val_loss: 0.0311462 | Time: 1115.08 ms [2022-04-19 10:33:21 main:574] : INFO : Epoch 1915 | loss: 0.0311033 | val_loss: 0.0311327 | Time: 1114.6 ms [2022-04-19 10:33:23 main:574] : INFO : Epoch 1916 | loss: 0.0311023 | val_loss: 0.0311413 | Time: 1112.27 ms [2022-04-19 10:33:24 main:574] : INFO : Epoch 1917 | loss: 0.0311013 | val_loss: 0.0311342 | Time: 1121.12 ms [2022-04-19 10:33:25 main:574] : INFO : Epoch 1918 | loss: 0.0311042 | val_loss: 0.0311383 | Time: 1122.39 ms [2022-04-19 10:33:26 main:574] : INFO : Epoch 1919 | loss: 0.0311043 | val_loss: 0.0311409 | Time: 1114.24 ms [2022-04-19 10:33:27 main:574] : INFO : Epoch 1920 | loss: 0.0311011 | val_loss: 0.0311366 | Time: 1109.47 ms [2022-04-19 10:33:29 main:574] : INFO : Epoch 1921 | loss: 0.0311022 | val_loss: 0.0311378 | Time: 1112.66 ms [2022-04-19 10:33:30 main:574] : INFO : Epoch 1922 | loss: 0.0311007 | val_loss: 0.0311383 | Time: 1113.99 ms [2022-04-19 10:33:31 main:574] : INFO : Epoch 1923 | loss: 0.0311029 | val_loss: 0.0311354 | Time: 1114.62 ms [2022-04-19 10:33:32 main:574] : INFO : Epoch 1924 | loss: 0.0311028 | val_loss: 0.0311365 | Time: 1115.82 ms [2022-04-19 10:33:33 main:574] : INFO : Epoch 1925 | loss: 0.0311019 | val_loss: 0.0311334 | Time: 1113.13 ms [2022-04-19 10:33:35 main:574] : INFO : Epoch 1926 | loss: 0.031103 | val_loss: 0.0311491 | Time: 1111.85 ms [2022-04-19 10:33:36 main:574] : INFO : Epoch 1927 | loss: 0.0311064 | val_loss: 0.031148 | Time: 1109.69 ms [2022-04-19 10:33:37 main:574] : INFO : Epoch 1928 | loss: 0.0311011 | val_loss: 0.0311384 | Time: 1118.97 ms [2022-04-19 10:33:38 main:574] : INFO : Epoch 1929 | loss: 0.0310983 | val_loss: 0.0311374 | Time: 1112.06 ms [2022-04-19 10:33:39 main:574] : INFO : Epoch 1930 | loss: 0.0310983 | val_loss: 0.031138 | Time: 1112.23 ms [2022-04-19 10:33:41 main:574] : INFO : Epoch 1931 | loss: 0.0310996 | val_loss: 0.0311405 | Time: 1114.75 ms [2022-04-19 10:33:42 main:574] : INFO : Epoch 1932 | loss: 0.0310993 | val_loss: 0.0311373 | Time: 1115.12 ms [2022-04-19 10:33:43 main:574] : INFO : Epoch 1933 | loss: 0.0310979 | val_loss: 0.0311398 | Time: 1116.07 ms [2022-04-19 10:33:44 main:574] : INFO : Epoch 1934 | loss: 0.0310977 | val_loss: 0.0311419 | Time: 1111.5 ms [2022-04-19 10:33:45 main:574] : INFO : Epoch 1935 | loss: 0.0311014 | val_loss: 0.0311411 | Time: 1128.63 ms [2022-04-19 10:33:47 main:574] : INFO : Epoch 1936 | loss: 0.0311008 | val_loss: 0.0311484 | Time: 1114.72 ms [2022-04-19 10:33:48 main:574] : INFO : Epoch 1937 | loss: 0.0311014 | val_loss: 0.0311476 | Time: 1117.49 ms [2022-04-19 10:33:49 main:574] : INFO : Epoch 1938 | loss: 0.0311004 | val_loss: 0.0311434 | Time: 1113.81 ms [2022-04-19 10:33:50 main:574] : INFO : Epoch 1939 | loss: 0.0310975 | val_loss: 0.0311367 | Time: 1112.86 ms [2022-04-19 10:33:52 main:574] : INFO : Epoch 1940 | loss: 0.0310986 | val_loss: 0.0311391 | Time: 1113.15 ms [2022-04-19 10:33:53 main:574] : INFO : Epoch 1941 | loss: 0.0310992 | val_loss: 0.0311481 | Time: 1114.84 ms [2022-04-19 10:33:54 main:574] : INFO : Epoch 1942 | loss: 0.0311027 | val_loss: 0.0311425 | Time: 1111.13 ms [2022-04-19 10:33:55 main:574] : INFO : Epoch 1943 | loss: 0.0310974 | val_loss: 0.0311354 | Time: 1113.08 ms [2022-04-19 10:33:56 main:574] : INFO : Epoch 1944 | loss: 0.0310985 | val_loss: 0.0311411 | Time: 1109.61 ms [2022-04-19 10:33:57 main:574] : INFO : Epoch 1945 | loss: 0.0310991 | val_loss: 0.0311377 | Time: 1112.22 ms [2022-04-19 10:33:59 main:574] : INFO : Epoch 1946 | loss: 0.0311003 | val_loss: 0.0311351 | Time: 1112.75 ms [2022-04-19 10:34:00 main:574] : INFO : Epoch 1947 | loss: 0.0311073 | val_loss: 0.0311351 | Time: 1117.48 ms [2022-04-19 10:34:01 main:574] : INFO : Epoch 1948 | loss: 0.0311061 | val_loss: 0.031139 | Time: 1112.78 ms [2022-04-19 10:34:02 main:574] : INFO : Epoch 1949 | loss: 0.0311119 | val_loss: 0.0311455 | Time: 1113.4 ms [2022-04-19 10:34:04 main:574] : INFO : Epoch 1950 | loss: 0.0311155 | val_loss: 0.0311457 | Time: 1111.84 ms [2022-04-19 10:34:05 main:574] : INFO : Epoch 1951 | loss: 0.0311143 | val_loss: 0.0311455 | Time: 1119.73 ms [2022-04-19 10:34:06 main:574] : INFO : Epoch 1952 | loss: 0.0311138 | val_loss: 0.0311446 | Time: 1110.81 ms [2022-04-19 10:34:07 main:574] : INFO : Epoch 1953 | loss: 0.0311089 | val_loss: 0.0311466 | Time: 1115.64 ms [2022-04-19 10:34:08 main:574] : INFO : Epoch 1954 | loss: 0.0311086 | val_loss: 0.0311471 | Time: 1110.59 ms [2022-04-19 10:34:10 main:574] : INFO : Epoch 1955 | loss: 0.0311064 | val_loss: 0.0311436 | Time: 1115.55 ms [2022-04-19 10:34:11 main:574] : INFO : Epoch 1956 | loss: 0.031103 | val_loss: 0.0311392 | Time: 1115.48 ms [2022-04-19 10:34:12 main:574] : INFO : Epoch 1957 | loss: 0.0311007 | val_loss: 0.0311409 | Time: 1112.33 ms [2022-04-19 10:34:13 main:574] : INFO : Epoch 1958 | loss: 0.0310999 | val_loss: 0.0311414 | Time: 1108.92 ms [2022-04-19 10:34:14 main:574] : INFO : Epoch 1959 | loss: 0.0311007 | val_loss: 0.0311423 | Time: 1113.7 ms [2022-04-19 10:34:15 main:574] : INFO : Epoch 1960 | loss: 0.0311004 | val_loss: 0.0311452 | Time: 1116.56 ms [2022-04-19 10:34:17 main:574] : INFO : Epoch 1961 | loss: 0.0311041 | val_loss: 0.0311465 | Time: 1113.95 ms [2022-04-19 10:34:18 main:574] : INFO : Epoch 1962 | loss: 0.0310995 | val_loss: 0.0311414 | Time: 1111.37 ms [2022-04-19 10:34:19 main:574] : INFO : Epoch 1963 | loss: 0.0310999 | val_loss: 0.0311415 | Time: 1113.75 ms [2022-04-19 10:34:20 main:574] : INFO : Epoch 1964 | loss: 0.0310989 | val_loss: 0.0311491 | Time: 1110.18 ms [2022-04-19 10:34:22 main:574] : INFO : Epoch 1965 | loss: 0.0311029 | val_loss: 0.0311393 | Time: 1107.41 ms [2022-04-19 10:34:23 main:574] : INFO : Epoch 1966 | loss: 0.0311012 | val_loss: 0.0311424 | Time: 1113.72 ms [2022-04-19 10:34:24 main:574] : INFO : Epoch 1967 | loss: 0.0311003 | val_loss: 0.0311414 | Time: 1106.75 ms [2022-04-19 10:34:25 main:574] : INFO : Epoch 1968 | loss: 0.0310986 | val_loss: 0.0311473 | Time: 1107.2 ms [2022-04-19 10:34:26 main:574] : INFO : Epoch 1969 | loss: 0.0311021 | val_loss: 0.0311413 | Time: 1114.16 ms [2022-04-19 10:34:27 main:574] : INFO : Epoch 1970 | loss: 0.0311074 | val_loss: 0.0311402 | Time: 1108.74 ms [2022-04-19 10:34:29 main:574] : INFO : Epoch 1971 | loss: 0.0311055 | val_loss: 0.0311388 | Time: 1115.62 ms [2022-04-19 10:34:30 main:574] : INFO : Epoch 1972 | loss: 0.0311078 | val_loss: 0.0311385 | Time: 1115.48 ms [2022-04-19 10:34:31 main:574] : INFO : Epoch 1973 | loss: 0.0311097 | val_loss: 0.031143 | Time: 1110.08 ms [2022-04-19 10:34:32 main:574] : INFO : Epoch 1974 | loss: 0.0311042 | val_loss: 0.0311428 | Time: 1108.57 ms [2022-04-19 10:34:33 main:574] : INFO : Epoch 1975 | loss: 0.0311074 | val_loss: 0.031144 | Time: 1103.65 ms [2022-04-19 10:34:35 main:574] : INFO : Epoch 1976 | loss: 0.0311092 | val_loss: 0.03114 | Time: 1109.57 ms [2022-04-19 10:34:36 main:574] : INFO : Epoch 1977 | loss: 0.0311036 | val_loss: 0.0311421 | Time: 1113 ms [2022-04-19 10:34:37 main:574] : INFO : Epoch 1978 | loss: 0.0311029 | val_loss: 0.0311393 | Time: 1114.25 ms [2022-04-19 10:34:38 main:574] : INFO : Epoch 1979 | loss: 0.0311029 | val_loss: 0.0311359 | Time: 1114.19 ms [2022-04-19 10:34:39 main:574] : INFO : Epoch 1980 | loss: 0.0311019 | val_loss: 0.0311399 | Time: 1113.2 ms [2022-04-19 10:34:41 main:574] : INFO : Epoch 1981 | loss: 0.0311016 | val_loss: 0.0311407 | Time: 1109.87 ms [2022-04-19 10:34:42 main:574] : INFO : Epoch 1982 | loss: 0.031099 | val_loss: 0.031143 | Time: 1112.69 ms [2022-04-19 10:34:43 main:574] : INFO : Epoch 1983 | loss: 0.0310984 | val_loss: 0.0311395 | Time: 1119 ms [2022-04-19 10:34:44 main:574] : INFO : Epoch 1984 | loss: 0.0310978 | val_loss: 0.0311457 | Time: 1112.74 ms [2022-04-19 10:34:45 main:574] : INFO : Epoch 1985 | loss: 0.0310981 | val_loss: 0.031141 | Time: 1113.29 ms [2022-04-19 10:34:47 main:574] : INFO : Epoch 1986 | loss: 0.0310976 | val_loss: 0.0311428 | Time: 1113.41 ms [2022-04-19 10:34:48 main:574] : INFO : Epoch 1987 | loss: 0.0310961 | val_loss: 0.0311391 | Time: 1112.9 ms [2022-04-19 10:34:49 main:574] : INFO : Epoch 1988 | loss: 0.0310965 | val_loss: 0.0311424 | Time: 1114.9 ms [2022-04-19 10:34:50 main:574] : INFO : Epoch 1989 | loss: 0.0310989 | val_loss: 0.0311426 | Time: 1111.37 ms [2022-04-19 10:34:51 main:574] : INFO : Epoch 1990 | loss: 0.031099 | val_loss: 0.0311442 | Time: 1111 ms [2022-04-19 10:34:53 main:574] : INFO : Epoch 1991 | loss: 0.0311012 | val_loss: 0.0311481 | Time: 1115.57 ms [2022-04-19 10:34:54 main:574] : INFO : Epoch 1992 | loss: 0.0310995 | val_loss: 0.0311406 | Time: 1110.81 ms [2022-04-19 10:34:55 main:574] : INFO : Epoch 1993 | loss: 0.0310986 | val_loss: 0.0311483 | Time: 1116.55 ms [2022-04-19 10:34:56 main:574] : INFO : Epoch 1994 | loss: 0.0310983 | val_loss: 0.0311448 | Time: 1112.31 ms [2022-04-19 10:34:57 main:574] : INFO : Epoch 1995 | loss: 0.0310985 | val_loss: 0.0311432 | Time: 1114.52 ms [2022-04-19 10:34:59 main:574] : INFO : Epoch 1996 | loss: 0.0310986 | val_loss: 0.031147 | Time: 1113.88 ms [2022-04-19 10:35:00 main:574] : INFO : Epoch 1997 | loss: 0.0311008 | val_loss: 0.0311436 | Time: 1114.98 ms [2022-04-19 10:35:01 main:574] : INFO : Epoch 1998 | loss: 0.031102 | val_loss: 0.0311458 | Time: 1117.2 ms [2022-04-19 10:35:02 main:574] : INFO : Epoch 1999 | loss: 0.0311039 | val_loss: 0.0311474 | Time: 1112.66 ms [2022-04-19 10:35:03 main:574] : INFO : Epoch 2000 | loss: 0.0311036 | val_loss: 0.0311489 | Time: 1112.7 ms [2022-04-19 10:35:05 main:574] : INFO : Epoch 2001 | loss: 0.0311042 | val_loss: 0.0311429 | Time: 1109.63 ms [2022-04-19 10:35:06 main:574] : INFO : Epoch 2002 | loss: 0.0310994 | val_loss: 0.0311401 | Time: 1115.78 ms [2022-04-19 10:35:07 main:574] : INFO : Epoch 2003 | loss: 0.0310992 | val_loss: 0.0311464 | Time: 1114.23 ms [2022-04-19 10:35:08 main:574] : INFO : Epoch 2004 | loss: 0.0311036 | val_loss: 0.0311378 | Time: 1112.13 ms [2022-04-19 10:35:09 main:574] : INFO : Epoch 2005 | loss: 0.0311009 | val_loss: 0.0311459 | Time: 1117.91 ms [2022-04-19 10:35:11 main:574] : INFO : Epoch 2006 | loss: 0.0310997 | val_loss: 0.0311445 | Time: 1114.45 ms [2022-04-19 10:35:12 main:574] : INFO : Epoch 2007 | loss: 0.0310982 | val_loss: 0.0311415 | Time: 1116.67 ms [2022-04-19 10:35:13 main:574] : INFO : Epoch 2008 | loss: 0.0310975 | val_loss: 0.0311437 | Time: 1115.36 ms [2022-04-19 10:35:14 main:574] : INFO : Epoch 2009 | loss: 0.0310981 | val_loss: 0.0311425 | Time: 1112.56 ms [2022-04-19 10:35:15 main:574] : INFO : Epoch 2010 | loss: 0.0310965 | val_loss: 0.0311403 | Time: 1117.07 ms [2022-04-19 10:35:17 main:574] : INFO : Epoch 2011 | loss: 0.0310957 | val_loss: 0.0311441 | Time: 1110.1 ms [2022-04-19 10:35:18 main:574] : INFO : Epoch 2012 | loss: 0.0310957 | val_loss: 0.0311422 | Time: 1115.13 ms [2022-04-19 10:35:19 main:574] : INFO : Epoch 2013 | loss: 0.0310942 | val_loss: 0.0311409 | Time: 1112.42 ms [2022-04-19 10:35:20 main:574] : INFO : Epoch 2014 | loss: 0.0310942 | val_loss: 0.0311472 | Time: 1113.37 ms [2022-04-19 10:35:21 main:574] : INFO : Epoch 2015 | loss: 0.0310954 | val_loss: 0.0311454 | Time: 1111.47 ms [2022-04-19 10:35:23 main:574] : INFO : Epoch 2016 | loss: 0.0310978 | val_loss: 0.0311443 | Time: 1114.19 ms [2022-04-19 10:35:24 main:574] : INFO : Epoch 2017 | loss: 0.0310973 | val_loss: 0.0311504 | Time: 1113.28 ms [2022-04-19 10:35:25 main:574] : INFO : Epoch 2018 | loss: 0.0310959 | val_loss: 0.031146 | Time: 1115.9 ms [2022-04-19 10:35:26 main:574] : INFO : Epoch 2019 | loss: 0.0310953 | val_loss: 0.0311448 | Time: 1112.52 ms [2022-04-19 10:35:27 main:574] : INFO : Epoch 2020 | loss: 0.0310951 | val_loss: 0.0311428 | Time: 1112.92 ms [2022-04-19 10:35:29 main:574] : INFO : Epoch 2021 | loss: 0.0310956 | val_loss: 0.0311403 | Time: 1111.04 ms [2022-04-19 10:35:30 main:574] : INFO : Epoch 2022 | loss: 0.0310952 | val_loss: 0.0311431 | Time: 1116.12 ms [2022-04-19 10:35:31 main:574] : INFO : Epoch 2023 | loss: 0.0310942 | val_loss: 0.0311454 | Time: 1114.33 ms [2022-04-19 10:35:32 main:574] : INFO : Epoch 2024 | loss: 0.0310958 | val_loss: 0.0311507 | Time: 1114.63 ms [2022-04-19 10:35:34 main:574] : INFO : Epoch 2025 | loss: 0.0311093 | val_loss: 0.0311437 | Time: 1111.82 ms [2022-04-19 10:35:35 main:574] : INFO : Epoch 2026 | loss: 0.0311088 | val_loss: 0.0311505 | Time: 1110.65 ms [2022-04-19 10:35:36 main:574] : INFO : Epoch 2027 | loss: 0.0311074 | val_loss: 0.031153 | Time: 1109.63 ms [2022-04-19 10:35:37 main:574] : INFO : Epoch 2028 | loss: 0.0311098 | val_loss: 0.0311436 | Time: 1113.58 ms [2022-04-19 10:35:38 main:574] : INFO : Epoch 2029 | loss: 0.0311051 | val_loss: 0.0311544 | Time: 1113.33 ms [2022-04-19 10:35:40 main:574] : INFO : Epoch 2030 | loss: 0.031105 | val_loss: 0.0311537 | Time: 1109.13 ms [2022-04-19 10:35:41 main:574] : INFO : Epoch 2031 | loss: 0.031104 | val_loss: 0.0311472 | Time: 1115.03 ms [2022-04-19 10:35:42 main:574] : INFO : Epoch 2032 | loss: 0.0311018 | val_loss: 0.0311466 | Time: 1119.01 ms [2022-04-19 10:35:43 main:574] : INFO : Epoch 2033 | loss: 0.0311017 | val_loss: 0.0311477 | Time: 1113.51 ms [2022-04-19 10:35:44 main:574] : INFO : Epoch 2034 | loss: 0.0311006 | val_loss: 0.0311445 | Time: 1111.25 ms [2022-04-19 10:35:45 main:574] : INFO : Epoch 2035 | loss: 0.0311005 | val_loss: 0.0311506 | Time: 1117.4 ms [2022-04-19 10:35:47 main:574] : INFO : Epoch 2036 | loss: 0.0310961 | val_loss: 0.0311498 | Time: 1110.25 ms [2022-04-19 10:35:48 main:574] : INFO : Epoch 2037 | loss: 0.031096 | val_loss: 0.0311452 | Time: 1114.44 ms [2022-04-19 10:35:49 main:574] : INFO : Epoch 2038 | loss: 0.0310956 | val_loss: 0.0311428 | Time: 1113.53 ms [2022-04-19 10:35:50 main:574] : INFO : Epoch 2039 | loss: 0.0310959 | val_loss: 0.0311414 | Time: 1118.23 ms [2022-04-19 10:35:51 main:574] : INFO : Epoch 2040 | loss: 0.031094 | val_loss: 0.031145 | Time: 1113.32 ms [2022-04-19 10:35:53 main:574] : INFO : Epoch 2041 | loss: 0.0310917 | val_loss: 0.0311418 | Time: 1111.51 ms [2022-04-19 10:35:54 main:574] : INFO : Epoch 2042 | loss: 0.0310929 | val_loss: 0.031144 | Time: 1109.87 ms [2022-04-19 10:35:55 main:574] : INFO : Epoch 2043 | loss: 0.031092 | val_loss: 0.0311532 | Time: 1114.13 ms [2022-04-19 10:35:56 main:574] : INFO : Epoch 2044 | loss: 0.0310934 | val_loss: 0.0311435 | Time: 1112.76 ms [2022-04-19 10:35:57 main:574] : INFO : Epoch 2045 | loss: 0.031093 | val_loss: 0.0311408 | Time: 1112.74 ms [2022-04-19 10:35:59 main:574] : INFO : Epoch 2046 | loss: 0.0310935 | val_loss: 0.0311445 | Time: 1109.14 ms [2022-04-19 10:36:00 main:574] : INFO : Epoch 2047 | loss: 0.0310936 | val_loss: 0.0311497 | Time: 1116.78 ms [2022-04-19 10:36:01 main:574] : INFO : Epoch 2048 | loss: 0.0310947 | val_loss: 0.0311461 | Time: 1111.08 ms [2022-04-19 10:36:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311461 [2022-04-19 10:36:01 main:603] : INFO : Saving end state to config to file [2022-04-19 10:36:01 main:608] : INFO : Success, exiting.. 10:36:01 (9180): 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)