Task 14624412
| Name | ParityModified-1647042411-31069-3-0_1 |
| Workunit | 11360647 |
| 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, 15:17:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 41 min 10 sec |
| CPU time | 38 min 13 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> -19 11:07:05 main:574] : INFO : Epoch 1542 | loss: 0.0312409 | val_loss: 0.0312412 | Time: 1119.83 ms [2022-04-19 11:07:06 main:574] : INFO : Epoch 1543 | loss: 0.0312413 | val_loss: 0.0312453 | Time: 1117.8 ms [2022-04-19 11:07:07 main:574] : INFO : Epoch 1544 | loss: 0.0312418 | val_loss: 0.0312412 | Time: 1112.74 ms [2022-04-19 11:07:08 main:574] : INFO : Epoch 1545 | loss: 0.0312404 | val_loss: 0.0312418 | Time: 1118.17 ms [2022-04-19 11:07:10 main:574] : INFO : Epoch 1546 | loss: 0.0312411 | val_loss: 0.0312407 | Time: 1114.49 ms [2022-04-19 11:07:11 main:574] : INFO : Epoch 1547 | loss: 0.0312419 | val_loss: 0.0312408 | Time: 1118.18 ms [2022-04-19 11:07:12 main:574] : INFO : Epoch 1548 | loss: 0.0312407 | val_loss: 0.0312406 | Time: 1114.47 ms [2022-04-19 11:07:13 main:574] : INFO : Epoch 1549 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 1112.62 ms [2022-04-19 11:07:14 main:574] : INFO : Epoch 1550 | loss: 0.0312402 | val_loss: 0.031242 | Time: 1118.13 ms [2022-04-19 11:07:16 main:574] : INFO : Epoch 1551 | loss: 0.0312409 | val_loss: 0.0312406 | Time: 1112.7 ms [2022-04-19 11:07:17 main:574] : INFO : Epoch 1552 | loss: 0.031241 | val_loss: 0.0312405 | Time: 1116.17 ms [2022-04-19 11:07:18 main:574] : INFO : Epoch 1553 | loss: 0.03124 | val_loss: 0.0312408 | Time: 1118.22 ms [2022-04-19 11:07:19 main:574] : INFO : Epoch 1554 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 1116.86 ms [2022-04-19 11:07:20 main:574] : INFO : Epoch 1555 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1120.02 ms [2022-04-19 11:07:22 main:574] : INFO : Epoch 1556 | loss: 0.03124 | val_loss: 0.0312408 | Time: 1115.01 ms [2022-04-19 11:07:23 main:574] : INFO : Epoch 1557 | loss: 0.03124 | val_loss: 0.0312409 | Time: 1117.97 ms [2022-04-19 11:07:24 main:574] : INFO : Epoch 1558 | loss: 0.03124 | val_loss: 0.0312408 | Time: 1121.92 ms [2022-04-19 11:07:25 main:574] : INFO : Epoch 1559 | loss: 0.0312402 | val_loss: 0.031242 | Time: 1119.33 ms [2022-04-19 11:07:26 main:574] : INFO : Epoch 1560 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 1116.52 ms [2022-04-19 11:07:28 main:574] : INFO : Epoch 1561 | loss: 0.0312402 | val_loss: 0.0312407 | Time: 1119.19 ms [2022-04-19 11:07:29 main:574] : INFO : Epoch 1562 | loss: 0.031242 | val_loss: 0.0312414 | Time: 1118.65 ms [2022-04-19 11:07:30 main:574] : INFO : Epoch 1563 | loss: 0.0312436 | val_loss: 0.0312429 | Time: 1111.73 ms [2022-04-19 11:07:31 main:574] : INFO : Epoch 1564 | loss: 0.0312426 | val_loss: 0.0312424 | Time: 1115.49 ms [2022-04-19 11:07:32 main:574] : INFO : Epoch 1565 | loss: 0.0312408 | val_loss: 0.0312408 | Time: 1117.82 ms [2022-04-19 11:07:33 main:574] : INFO : Epoch 1566 | loss: 0.0312404 | val_loss: 0.0312426 | Time: 1116.27 ms [2022-04-19 11:07:35 main:574] : INFO : Epoch 1567 | loss: 0.0312405 | val_loss: 0.0312413 | Time: 1118.53 ms [2022-04-19 11:07:36 main:574] : INFO : Epoch 1568 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 1118.72 ms [2022-04-19 11:07:37 main:574] : INFO : Epoch 1569 | loss: 0.03124 | val_loss: 0.0312405 | Time: 1115.73 ms [2022-04-19 11:07:38 main:574] : INFO : Epoch 1570 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 1114.7 ms [2022-04-19 11:07:40 main:574] : INFO : Epoch 1571 | loss: 0.0312401 | val_loss: 0.0312409 | Time: 1114.35 ms [2022-04-19 11:07:41 main:574] : INFO : Epoch 1572 | loss: 0.0312398 | val_loss: 0.0312411 | Time: 1117.94 ms [2022-04-19 11:07:42 main:574] : INFO : Epoch 1573 | loss: 0.0312402 | val_loss: 0.0312408 | Time: 1119.78 ms [2022-04-19 11:07:43 main:574] : INFO : Epoch 1574 | loss: 0.03124 | val_loss: 0.0312418 | Time: 1123.37 ms [2022-04-19 11:07:44 main:574] : INFO : Epoch 1575 | loss: 0.0312406 | val_loss: 0.0312417 | Time: 1120.38 ms [2022-04-19 11:07:46 main:574] : INFO : Epoch 1576 | loss: 0.0312405 | val_loss: 0.0312422 | Time: 1119.24 ms [2022-04-19 11:07:47 main:574] : INFO : Epoch 1577 | loss: 0.0312403 | val_loss: 0.0312407 | Time: 1113.34 ms [2022-04-19 11:07:48 main:574] : INFO : Epoch 1578 | loss: 0.0312408 | val_loss: 0.0312433 | Time: 1116.12 ms [2022-04-19 11:07:49 main:574] : INFO : Epoch 1579 | loss: 0.0312412 | val_loss: 0.0312407 | Time: 1115.16 ms [2022-04-19 11:07:51 main:574] : INFO : Epoch 1580 | loss: 0.0312405 | val_loss: 0.031242 | Time: 1115.27 ms [2022-04-19 11:07:52 main:574] : INFO : Epoch 1581 | loss: 0.0312415 | val_loss: 0.031242 | Time: 1120.15 ms [2022-04-19 11:07:53 main:574] : INFO : Epoch 1582 | loss: 0.0312408 | val_loss: 0.0312416 | Time: 1113.12 ms [2022-04-19 11:07:54 main:574] : INFO : Epoch 1583 | loss: 0.0312404 | val_loss: 0.031241 | Time: 1119.13 ms [2022-04-19 11:07:55 main:574] : INFO : Epoch 1584 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 1114.42 ms [2022-04-19 11:07:57 main:574] : INFO : Epoch 1585 | loss: 0.0312408 | val_loss: 0.0312413 | Time: 1117.73 ms [2022-04-19 11:07:58 main:574] : INFO : Epoch 1586 | loss: 0.0312407 | val_loss: 0.0312405 | Time: 1119.83 ms [2022-04-19 11:07:59 main:574] : INFO : Epoch 1587 | loss: 0.0312402 | val_loss: 0.0312428 | Time: 1115.07 ms [2022-04-19 11:08:00 main:574] : INFO : Epoch 1588 | loss: 0.0312401 | val_loss: 0.0312404 | Time: 1116.91 ms [2022-04-19 11:08:01 main:574] : INFO : Epoch 1589 | loss: 0.0312399 | val_loss: 0.031241 | Time: 1116.39 ms [2022-04-19 11:08:03 main:574] : INFO : Epoch 1590 | loss: 0.0312399 | val_loss: 0.0312407 | Time: 1116.11 ms [2022-04-19 11:08:04 main:574] : INFO : Epoch 1591 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 1117.11 ms [2022-04-19 11:08:05 main:574] : INFO : Epoch 1592 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 1114.17 ms [2022-04-19 11:08:06 main:574] : INFO : Epoch 1593 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 1116.29 ms [2022-04-19 11:08:07 main:574] : INFO : Epoch 1594 | loss: 0.0312401 | val_loss: 0.0312409 | Time: 1116.19 ms [2022-04-19 11:08:09 main:574] : INFO : Epoch 1595 | loss: 0.0312401 | val_loss: 0.0312409 | Time: 1118.83 ms [2022-04-19 11:08:10 main:574] : INFO : Epoch 1596 | loss: 0.0312399 | val_loss: 0.0312413 | Time: 1115.86 ms [2022-04-19 11:08:11 main:574] : INFO : Epoch 1597 | loss: 0.0312418 | val_loss: 0.0312416 | Time: 1116.67 ms [2022-04-19 11:08:12 main:574] : INFO : Epoch 1598 | loss: 0.031242 | val_loss: 0.0312412 | Time: 1120.47 ms [2022-04-19 11:08:13 main:574] : INFO : Epoch 1599 | loss: 0.0312479 | val_loss: 0.0312498 | Time: 1115.16 ms [2022-04-19 11:08:15 main:574] : INFO : Epoch 1600 | loss: 0.0312445 | val_loss: 0.031244 | Time: 1119.55 ms [2022-04-19 11:08:16 main:574] : INFO : Epoch 1601 | loss: 0.0312419 | val_loss: 0.0312418 | Time: 1112.36 ms [2022-04-19 11:08:17 main:574] : INFO : Epoch 1602 | loss: 0.0312408 | val_loss: 0.0312406 | Time: 1118.25 ms [2022-04-19 11:08:18 main:574] : INFO : Epoch 1603 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 1115.7 ms [2022-04-19 11:08:19 main:574] : INFO : Epoch 1604 | loss: 0.0312417 | val_loss: 0.0312417 | Time: 1122.85 ms [2022-04-19 11:08:21 main:574] : INFO : Epoch 1605 | loss: 0.03124 | val_loss: 0.0312417 | Time: 1115.69 ms [2022-04-19 11:08:22 main:574] : INFO : Epoch 1606 | loss: 0.0312401 | val_loss: 0.0312409 | Time: 1117.6 ms [2022-04-19 11:08:23 main:574] : INFO : Epoch 1607 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 1114.77 ms [2022-04-19 11:08:24 main:574] : INFO : Epoch 1608 | loss: 0.0312404 | val_loss: 0.0312409 | Time: 1115.56 ms [2022-04-19 11:08:25 main:574] : INFO : Epoch 1609 | loss: 0.03124 | val_loss: 0.0312423 | Time: 1119.62 ms [2022-04-19 11:08:27 main:574] : INFO : Epoch 1610 | loss: 0.0312418 | val_loss: 0.0312423 | Time: 1116.17 ms [2022-04-19 11:08:28 main:574] : INFO : Epoch 1611 | loss: 0.0312407 | val_loss: 0.0312418 | Time: 1118.09 ms [2022-04-19 11:08:29 main:574] : INFO : Epoch 1612 | loss: 0.0312401 | val_loss: 0.031241 | Time: 1118.79 ms [2022-04-19 11:08:30 main:574] : INFO : Epoch 1613 | loss: 0.0312408 | val_loss: 0.0312407 | Time: 1115.15 ms [2022-04-19 11:08:32 main:574] : INFO : Epoch 1614 | loss: 0.0312413 | val_loss: 0.0312411 | Time: 1119.31 ms [2022-04-19 11:08:33 main:574] : INFO : Epoch 1615 | loss: 0.0312402 | val_loss: 0.031242 | Time: 1118.74 ms [2022-04-19 11:08:34 main:574] : INFO : Epoch 1616 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 1116.78 ms [2022-04-19 11:08:35 main:574] : INFO : Epoch 1617 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 1113.39 ms [2022-04-19 11:08:36 main:574] : INFO : Epoch 1618 | loss: 0.0312402 | val_loss: 0.0312416 | Time: 1118.47 ms [2022-04-19 11:08:37 main:574] : INFO : Epoch 1619 | loss: 0.0312411 | val_loss: 0.0312411 | Time: 1117.54 ms [2022-04-19 11:08:39 main:574] : INFO : Epoch 1620 | loss: 0.0312404 | val_loss: 0.0312404 | Time: 1114.55 ms [2022-04-19 11:08:40 main:574] : INFO : Epoch 1621 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1118.69 ms [2022-04-19 11:08:41 main:574] : INFO : Epoch 1622 | loss: 0.03124 | val_loss: 0.0312407 | Time: 1116.15 ms [2022-04-19 11:08:42 main:574] : INFO : Epoch 1623 | loss: 0.0312399 | val_loss: 0.0312404 | Time: 1114.74 ms [2022-04-19 11:08:44 main:574] : INFO : Epoch 1624 | loss: 0.0312402 | val_loss: 0.0312414 | Time: 1117.33 ms [2022-04-19 11:08:45 main:574] : INFO : Epoch 1625 | loss: 0.0312403 | val_loss: 0.0312422 | Time: 1116.98 ms [2022-04-19 11:08:46 main:574] : INFO : Epoch 1626 | loss: 0.031241 | val_loss: 0.0312406 | Time: 1115.71 ms [2022-04-19 11:08:47 main:574] : INFO : Epoch 1627 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 1119.67 ms [2022-04-19 11:08:48 main:574] : INFO : Epoch 1628 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 1113.9 ms [2022-04-19 11:08:50 main:574] : INFO : Epoch 1629 | loss: 0.0312406 | val_loss: 0.0312407 | Time: 1123.27 ms [2022-04-19 11:08:51 main:574] : INFO : Epoch 1630 | loss: 0.0312403 | val_loss: 0.0312405 | Time: 1117.97 ms [2022-04-19 11:08:52 main:574] : INFO : Epoch 1631 | loss: 0.0312407 | val_loss: 0.0312412 | Time: 1114.71 ms [2022-04-19 11:08:53 main:574] : INFO : Epoch 1632 | loss: 0.03124 | val_loss: 0.0312407 | Time: 1114.47 ms [2022-04-19 11:08:55 main:574] : INFO : Epoch 1633 | loss: 0.0312398 | val_loss: 0.0312418 | Time: 1114.5 ms [2022-04-19 11:08:56 main:574] : INFO : Epoch 1634 | loss: 0.0312404 | val_loss: 0.0312404 | Time: 1117.97 ms [2022-04-19 11:08:57 main:574] : INFO : Epoch 1635 | loss: 0.03124 | val_loss: 0.0312416 | Time: 1114.14 ms [2022-04-19 11:08:58 main:574] : INFO : Epoch 1636 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 1116.14 ms [2022-04-19 11:08:59 main:574] : INFO : Epoch 1637 | loss: 0.0312402 | val_loss: 0.0312408 | Time: 1121.75 ms [2022-04-19 11:09:01 main:574] : INFO : Epoch 1638 | loss: 0.0312401 | val_loss: 0.0312409 | Time: 1115.39 ms [2022-04-19 11:09:02 main:574] : INFO : Epoch 1639 | loss: 0.0312402 | val_loss: 0.0312412 | Time: 1118.11 ms [2022-04-19 11:09:03 main:574] : INFO : Epoch 1640 | loss: 0.0312409 | val_loss: 0.0312419 | Time: 1121.46 ms [2022-04-19 11:09:04 main:574] : INFO : Epoch 1641 | loss: 0.0312411 | val_loss: 0.031242 | Time: 1118.42 ms [2022-04-19 11:09:05 main:574] : INFO : Epoch 1642 | loss: 0.031241 | val_loss: 0.0312415 | Time: 1113.3 ms [2022-04-19 11:09:07 main:574] : INFO : Epoch 1643 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 1119.21 ms [2022-04-19 11:09:08 main:574] : INFO : Epoch 1644 | loss: 0.0312426 | val_loss: 0.0312407 | Time: 1117.13 ms [2022-04-19 11:09:09 main:574] : INFO : Epoch 1645 | loss: 0.0312415 | val_loss: 0.0312408 | Time: 1121.19 ms [2022-04-19 11:09:10 main:574] : INFO : Epoch 1646 | loss: 0.0312402 | val_loss: 0.031241 | Time: 1117.33 ms [2022-04-19 11:09:11 main:574] : INFO : Epoch 1647 | loss: 0.0312405 | val_loss: 0.0312406 | Time: 1118.22 ms [2022-04-19 11:09:13 main:574] : INFO : Epoch 1648 | loss: 0.0312404 | val_loss: 0.0312412 | Time: 1115.02 ms [2022-04-19 11:09:14 main:574] : INFO : Epoch 1649 | loss: 0.0312402 | val_loss: 0.0312409 | Time: 1117.08 ms [2022-04-19 11:09:15 main:574] : INFO : Epoch 1650 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 1114.37 ms [2022-04-19 11:09:16 main:574] : INFO : Epoch 1651 | loss: 0.0312401 | val_loss: 0.0312407 | Time: 1117.78 ms [2022-04-19 11:09:17 main:574] : INFO : Epoch 1652 | loss: 0.0312409 | val_loss: 0.0312412 | Time: 1115.56 ms [2022-04-19 11:09:19 main:574] : INFO : Epoch 1653 | loss: 0.0312432 | val_loss: 0.0312447 | Time: 1115.5 ms [2022-04-19 11:09:20 main:574] : INFO : Epoch 1654 | loss: 0.0312426 | val_loss: 0.0312421 | Time: 1119.66 ms [2022-04-19 11:09:21 main:574] : INFO : Epoch 1655 | loss: 0.0312418 | val_loss: 0.031241 | Time: 1115.74 ms [2022-04-19 11:09:22 main:574] : INFO : Epoch 1656 | loss: 0.0312414 | val_loss: 0.0312406 | Time: 1115.03 ms [2022-04-19 11:09:23 main:574] : INFO : Epoch 1657 | loss: 0.0312403 | val_loss: 0.0312405 | Time: 1115.2 ms [2022-04-19 11:09:25 main:574] : INFO : Epoch 1658 | loss: 0.0312403 | val_loss: 0.031242 | Time: 1117.41 ms [2022-04-19 11:09:26 main:574] : INFO : Epoch 1659 | loss: 0.0312418 | val_loss: 0.0312425 | Time: 1116.62 ms [2022-04-19 11:09:27 main:574] : INFO : Epoch 1660 | loss: 0.0312406 | val_loss: 0.031243 | Time: 1116.43 ms [2022-04-19 11:09:28 main:574] : INFO : Epoch 1661 | loss: 0.0312411 | val_loss: 0.0312408 | Time: 1117.1 ms [2022-04-19 11:09:29 main:574] : INFO : Epoch 1662 | loss: 0.0312412 | val_loss: 0.0312406 | Time: 1116.98 ms [2022-04-19 11:09:31 main:574] : INFO : Epoch 1663 | loss: 0.0312408 | val_loss: 0.0312409 | Time: 1116.86 ms [2022-04-19 11:09:32 main:574] : INFO : Epoch 1664 | loss: 0.03124 | val_loss: 0.0312405 | Time: 1114.46 ms [2022-04-19 11:09:33 main:574] : INFO : Epoch 1665 | loss: 0.0312404 | val_loss: 0.0312409 | Time: 1116.58 ms [2022-04-19 11:09:34 main:574] : INFO : Epoch 1666 | loss: 0.0312408 | val_loss: 0.0312406 | Time: 1119.89 ms [2022-04-19 11:09:35 main:574] : INFO : Epoch 1667 | loss: 0.0312412 | val_loss: 0.0312405 | Time: 1112.09 ms [2022-04-19 11:09:37 main:574] : INFO : Epoch 1668 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 1115.47 ms [2022-04-19 11:09:38 main:574] : INFO : Epoch 1669 | loss: 0.031241 | val_loss: 0.0312417 | Time: 1117.46 ms [2022-04-19 11:09:39 main:574] : INFO : Epoch 1670 | loss: 0.0312419 | val_loss: 0.031243 | Time: 1116.81 ms [2022-04-19 11:09:40 main:574] : INFO : Epoch 1671 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 1117.35 ms [2022-04-19 11:09:41 main:574] : INFO : Epoch 1672 | loss: 0.0312401 | val_loss: 0.0312414 | Time: 1119.16 ms [2022-04-19 11:09:43 main:574] : INFO : Epoch 1673 | loss: 0.0312402 | val_loss: 0.0312418 | Time: 1120.83 ms [2022-04-19 11:09:44 main:574] : INFO : Epoch 1674 | loss: 0.0312404 | val_loss: 0.0312408 | Time: 1118.36 ms [2022-04-19 11:09:45 main:574] : INFO : Epoch 1675 | loss: 0.0312399 | val_loss: 0.0312416 | Time: 1117.8 ms [2022-04-19 11:09:46 main:574] : INFO : Epoch 1676 | loss: 0.0312399 | val_loss: 0.0312419 | Time: 1117.6 ms [2022-04-19 11:09:48 main:574] : INFO : Epoch 1677 | loss: 0.0312416 | val_loss: 0.0312406 | Time: 1116.05 ms [2022-04-19 11:09:49 main:574] : INFO : Epoch 1678 | loss: 0.0312414 | val_loss: 0.0312426 | Time: 1116.23 ms [2022-04-19 11:09:50 main:574] : INFO : Epoch 1679 | loss: 0.0312409 | val_loss: 0.0312415 | Time: 1119.02 ms [2022-04-19 11:09:51 main:574] : INFO : Epoch 1680 | loss: 0.031241 | val_loss: 0.0312427 | Time: 1116.81 ms [2022-04-19 11:09:52 main:574] : INFO : Epoch 1681 | loss: 0.0312404 | val_loss: 0.0312406 | Time: 1117.59 ms [2022-04-19 11:09:53 main:574] : INFO : Epoch 1682 | loss: 0.0312402 | val_loss: 0.0312407 | Time: 1116.92 ms [2022-04-19 11:09:55 main:574] : INFO : Epoch 1683 | loss: 0.0312417 | val_loss: 0.0312459 | Time: 1114.77 ms [2022-04-19 11:09:56 main:574] : INFO : Epoch 1684 | loss: 0.0312429 | val_loss: 0.0312418 | Time: 1115.25 ms [2022-04-19 11:09:57 main:574] : INFO : Epoch 1685 | loss: 0.0312414 | val_loss: 0.0312439 | Time: 1117.4 ms [2022-04-19 11:09:58 main:574] : INFO : Epoch 1686 | loss: 0.031242 | val_loss: 0.0312422 | Time: 1113.9 ms [2022-04-19 11:10:00 main:574] : INFO : Epoch 1687 | loss: 0.0312415 | val_loss: 0.0312409 | Time: 1116.06 ms [2022-04-19 11:10:01 main:574] : INFO : Epoch 1688 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 1115.04 ms [2022-04-19 11:10:02 main:574] : INFO : Epoch 1689 | loss: 0.0312401 | val_loss: 0.0312409 | Time: 1114.76 ms [2022-04-19 11:10:03 main:574] : INFO : Epoch 1690 | loss: 0.031241 | val_loss: 0.0312411 | Time: 1111.01 ms [2022-04-19 11:10:04 main:574] : INFO : Epoch 1691 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 1117.08 ms [2022-04-19 11:10:05 main:574] : INFO : Epoch 1692 | loss: 0.0312404 | val_loss: 0.0312406 | Time: 1116.54 ms [2022-04-19 11:10:07 main:574] : INFO : Epoch 1693 | loss: 0.0312398 | val_loss: 0.0312412 | Time: 1115.61 ms [2022-04-19 11:10:08 main:574] : INFO : Epoch 1694 | loss: 0.0312401 | val_loss: 0.0312415 | Time: 1116.5 ms [2022-04-19 11:10:09 main:574] : INFO : Epoch 1695 | loss: 0.03124 | val_loss: 0.0312405 | Time: 1114.3 ms [2022-04-19 11:10:10 main:574] : INFO : Epoch 1696 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 1115.22 ms [2022-04-19 11:10:11 main:574] : INFO : Epoch 1697 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1116.76 ms [2022-04-19 11:10:13 main:574] : INFO : Epoch 1698 | loss: 0.03124 | val_loss: 0.0312405 | Time: 1112.76 ms [2022-04-19 11:10:14 main:574] : INFO : Epoch 1699 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 1116.49 ms [2022-04-19 11:10:15 main:574] : INFO : Epoch 1700 | loss: 0.03124 | val_loss: 0.0312404 | Time: 1114.24 ms [2022-04-19 11:10:16 main:574] : INFO : Epoch 1701 | loss: 0.0312399 | val_loss: 0.0312404 | Time: 1116.37 ms [2022-04-19 11:10:17 main:574] : INFO : Epoch 1702 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 1114.79 ms [2022-04-19 11:10:19 main:574] : INFO : Epoch 1703 | loss: 0.0312397 | val_loss: 0.0312425 | Time: 1115.63 ms [2022-04-19 11:10:20 main:574] : INFO : Epoch 1704 | loss: 0.0312406 | val_loss: 0.0312413 | Time: 1117.86 ms [2022-04-19 11:10:21 main:574] : INFO : Epoch 1705 | loss: 0.0312399 | val_loss: 0.0312404 | Time: 1112.44 ms [2022-04-19 11:10:22 main:574] : INFO : Epoch 1706 | loss: 0.03124 | val_loss: 0.0312407 | Time: 1115.59 ms [2022-04-19 11:10:23 main:574] : INFO : Epoch 1707 | loss: 0.0312399 | val_loss: 0.0312406 | Time: 1113.41 ms [2022-04-19 11:10:25 main:574] : INFO : Epoch 1708 | loss: 0.0312405 | val_loss: 0.0312413 | Time: 1115.75 ms [2022-04-19 11:10:26 main:574] : INFO : Epoch 1709 | loss: 0.03124 | val_loss: 0.0312408 | Time: 1115.2 ms [2022-04-19 11:10:27 main:574] : INFO : Epoch 1710 | loss: 0.0312404 | val_loss: 0.0312421 | Time: 1116.55 ms [2022-04-19 11:10:28 main:574] : INFO : Epoch 1711 | loss: 0.0312406 | val_loss: 0.0312417 | Time: 1115.74 ms [2022-04-19 11:10:29 main:574] : INFO : Epoch 1712 | loss: 0.0312404 | val_loss: 0.0312422 | Time: 1114.53 ms [2022-04-19 11:10:31 main:574] : INFO : Epoch 1713 | loss: 0.0312411 | val_loss: 0.0312404 | Time: 1116.13 ms [2022-04-19 11:10:32 main:574] : INFO : Epoch 1714 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 1113.81 ms [2022-04-19 11:10:33 main:574] : INFO : Epoch 1715 | loss: 0.0312403 | val_loss: 0.0312412 | Time: 1121.85 ms [2022-04-19 11:10:34 main:574] : INFO : Epoch 1716 | loss: 0.0312402 | val_loss: 0.0312433 | Time: 1108.81 ms [2022-04-19 11:10:35 main:574] : INFO : Epoch 1717 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 1114.62 ms [2022-04-19 11:10:37 main:574] : INFO : Epoch 1718 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 1119.36 ms [2022-04-19 11:10:38 main:574] : INFO : Epoch 1719 | loss: 0.0312403 | val_loss: 0.0312408 | Time: 1114.25 ms [2022-04-19 11:10:39 main:574] : INFO : Epoch 1720 | loss: 0.0312406 | val_loss: 0.0312409 | Time: 1112.8 ms [2022-04-19 11:10:40 main:574] : INFO : Epoch 1721 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 1114.14 ms [2022-04-19 11:10:41 main:574] : INFO : Epoch 1722 | loss: 0.0312411 | val_loss: 0.0312405 | Time: 1116.67 ms [2022-04-19 11:10:43 main:574] : INFO : Epoch 1723 | loss: 0.0312405 | val_loss: 0.0312419 | Time: 1116.09 ms [2022-04-19 11:10:44 main:574] : INFO : Epoch 1724 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 1113.35 ms [2022-04-19 11:10:45 main:574] : INFO : Epoch 1725 | loss: 0.0312407 | val_loss: 0.0312424 | Time: 1121.25 ms [2022-04-19 11:10:46 main:574] : INFO : Epoch 1726 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 1117.83 ms [2022-04-19 11:10:48 main:574] : INFO : Epoch 1727 | loss: 0.0312409 | val_loss: 0.0312411 | Time: 1117.44 ms [2022-04-19 11:10:49 main:574] : INFO : Epoch 1728 | loss: 0.0312403 | val_loss: 0.0312411 | Time: 1116.98 ms [2022-04-19 11:10:50 main:574] : INFO : Epoch 1729 | loss: 0.0312405 | val_loss: 0.0312423 | Time: 1121.17 ms [2022-04-19 11:10:51 main:574] : INFO : Epoch 1730 | loss: 0.0312403 | val_loss: 0.0312414 | Time: 1114.63 ms [2022-04-19 11:10:52 main:574] : INFO : Epoch 1731 | loss: 0.0312406 | val_loss: 0.0312426 | Time: 1117.7 ms [2022-04-19 11:10:54 main:574] : INFO : Epoch 1732 | loss: 0.0312412 | val_loss: 0.0312417 | Time: 1117.56 ms [2022-04-19 11:10:55 main:574] : INFO : Epoch 1733 | loss: 0.0312415 | val_loss: 0.0312411 | Time: 1115.2 ms [2022-04-19 11:10:56 main:574] : INFO : Epoch 1734 | loss: 0.0312409 | val_loss: 0.0312423 | Time: 1117.26 ms [2022-04-19 11:10:57 main:574] : INFO : Epoch 1735 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 1120.98 ms [2022-04-19 11:10:58 main:574] : INFO : Epoch 1736 | loss: 0.0312412 | val_loss: 0.0312424 | Time: 1118.3 ms [2022-04-19 11:11:00 main:574] : INFO : Epoch 1737 | loss: 0.0312407 | val_loss: 0.0312405 | Time: 1116.07 ms [2022-04-19 11:11:01 main:574] : INFO : Epoch 1738 | loss: 0.0312404 | val_loss: 0.0312435 | Time: 1115.89 ms [2022-04-19 11:11:02 main:574] : INFO : Epoch 1739 | loss: 0.0312408 | val_loss: 0.0312405 | Time: 1115.3 ms [2022-04-19 11:11:03 main:574] : INFO : Epoch 1740 | loss: 0.0312406 | val_loss: 0.0312422 | Time: 1114.25 ms [2022-04-19 11:11:04 main:574] : INFO : Epoch 1741 | loss: 0.0312412 | val_loss: 0.0312404 | Time: 1114.63 ms [2022-04-19 11:11:06 main:574] : INFO : Epoch 1742 | loss: 0.0312404 | val_loss: 0.0312411 | Time: 1117.66 ms [2022-04-19 11:11:07 main:574] : INFO : Epoch 1743 | loss: 0.0312403 | val_loss: 0.0312404 | Time: 1114.5 ms [2022-04-19 11:11:08 main:574] : INFO : Epoch 1744 | loss: 0.0312401 | val_loss: 0.0312407 | Time: 1115.47 ms [2022-04-19 11:11:09 main:574] : INFO : Epoch 1745 | loss: 0.0312407 | val_loss: 0.0312429 | Time: 1114.75 ms [2022-04-19 11:11:11 main:574] : INFO : Epoch 1746 | loss: 0.0312418 | val_loss: 0.031243 | Time: 1118.25 ms [2022-04-19 11:11:12 main:574] : INFO : Epoch 1747 | loss: 0.0312416 | val_loss: 0.0312464 | Time: 1118.83 ms [2022-04-19 11:11:13 main:574] : INFO : Epoch 1748 | loss: 0.0312416 | val_loss: 0.031241 | Time: 1111.26 ms [2022-04-19 11:11:14 main:574] : INFO : Epoch 1749 | loss: 0.0312403 | val_loss: 0.0312408 | Time: 1117.31 ms [2022-04-19 11:11:15 main:574] : INFO : Epoch 1750 | loss: 0.0312402 | val_loss: 0.031241 | Time: 1114.36 ms [2022-04-19 11:11:16 main:574] : INFO : Epoch 1751 | loss: 0.0312399 | val_loss: 0.0312405 | Time: 1114.75 ms [2022-04-19 11:11:18 main:574] : INFO : Epoch 1752 | loss: 0.0312399 | val_loss: 0.0312414 | Time: 1114.79 ms [2022-04-19 11:11:19 main:574] : INFO : Epoch 1753 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 1118.16 ms [2022-04-19 11:11:20 main:574] : INFO : Epoch 1754 | loss: 0.0312401 | val_loss: 0.0312415 | Time: 1124.92 ms [2022-04-19 11:11:21 main:574] : INFO : Epoch 1755 | loss: 0.0312404 | val_loss: 0.0312411 | Time: 1118.07 ms [2022-04-19 11:11:22 main:574] : INFO : Epoch 1756 | loss: 0.0312399 | val_loss: 0.0312417 | Time: 1115.91 ms [2022-04-19 11:11:24 main:574] : INFO : Epoch 1757 | loss: 0.0312407 | val_loss: 0.0312449 | Time: 1114.52 ms [2022-04-19 11:11:25 main:574] : INFO : Epoch 1758 | loss: 0.0312411 | val_loss: 0.0312407 | Time: 1114.69 ms [2022-04-19 11:11:26 main:574] : INFO : Epoch 1759 | loss: 0.0312403 | val_loss: 0.0312417 | Time: 1115.3 ms [2022-04-19 11:11:27 main:574] : INFO : Epoch 1760 | loss: 0.03124 | val_loss: 0.0312408 | Time: 1110.63 ms [2022-04-19 11:11:29 main:574] : INFO : Epoch 1761 | loss: 0.0312401 | val_loss: 0.0312409 | Time: 1114.98 ms [2022-04-19 11:11:30 main:574] : INFO : Epoch 1762 | loss: 0.03124 | val_loss: 0.0312417 | Time: 1115.02 ms [2022-04-19 11:11:31 main:574] : INFO : Epoch 1763 | loss: 0.0312414 | val_loss: 0.0312406 | Time: 1117.08 ms [2022-04-19 11:11:32 main:574] : INFO : Epoch 1764 | loss: 0.0312401 | val_loss: 0.0312409 | Time: 1113.5 ms [2022-04-19 11:11:33 main:574] : INFO : Epoch 1765 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 1114.02 ms [2022-04-19 11:11:35 main:574] : INFO : Epoch 1766 | loss: 0.0312405 | val_loss: 0.0312418 | Time: 1112.23 ms [2022-04-19 11:11:36 main:574] : INFO : Epoch 1767 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 1115.27 ms [2022-04-19 11:11:37 main:574] : INFO : Epoch 1768 | loss: 0.03124 | val_loss: 0.0312406 | Time: 1112.89 ms [2022-04-19 11:11:38 main:574] : INFO : Epoch 1769 | loss: 0.0312398 | val_loss: 0.0312404 | Time: 1116.94 ms [2022-04-19 11:11:39 main:574] : INFO : Epoch 1770 | loss: 0.0312399 | val_loss: 0.0312405 | Time: 1115.35 ms [2022-04-19 11:11:41 main:574] : INFO : Epoch 1771 | loss: 0.0312398 | val_loss: 0.0312419 | Time: 1120.59 ms [2022-04-19 11:11:42 main:574] : INFO : Epoch 1772 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 1114.78 ms [2022-04-19 11:11:43 main:574] : INFO : Epoch 1773 | loss: 0.0312399 | val_loss: 0.0312408 | Time: 1115.06 ms [2022-04-19 11:11:44 main:574] : INFO : Epoch 1774 | loss: 0.0312402 | val_loss: 0.0312409 | Time: 1114.75 ms [2022-04-19 11:11:45 main:574] : INFO : Epoch 1775 | loss: 0.0312405 | val_loss: 0.0312406 | Time: 1118.69 ms [2022-04-19 11:11:47 main:574] : INFO : Epoch 1776 | loss: 0.0312399 | val_loss: 0.0312409 | Time: 1115.58 ms [2022-04-19 11:11:48 main:574] : INFO : Epoch 1777 | loss: 0.0312404 | val_loss: 0.0312408 | Time: 1117.72 ms [2022-04-19 11:11:49 main:574] : INFO : Epoch 1778 | loss: 0.0312409 | val_loss: 0.0312412 | Time: 1117.11 ms [2022-04-19 11:11:50 main:574] : INFO : Epoch 1779 | loss: 0.0312434 | val_loss: 0.031242 | Time: 1118.75 ms [2022-04-19 11:11:51 main:574] : INFO : Epoch 1780 | loss: 0.0312495 | val_loss: 0.031252 | Time: 1115.63 ms [2022-04-19 11:11:53 main:574] : INFO : Epoch 1781 | loss: 0.0313728 | val_loss: 0.0314438 | Time: 1112.57 ms [2022-04-19 11:11:54 main:574] : INFO : Epoch 1782 | loss: 0.0316508 | val_loss: 0.0313627 | Time: 1113.48 ms [2022-04-19 11:11:55 main:574] : INFO : Epoch 1783 | loss: 0.0312976 | val_loss: 0.0312544 | Time: 1118.42 ms [2022-04-19 11:11:56 main:574] : INFO : Epoch 1784 | loss: 0.0312502 | val_loss: 0.031243 | Time: 1115.55 ms [2022-04-19 11:11:57 main:574] : INFO : Epoch 1785 | loss: 0.0312424 | val_loss: 0.0312428 | Time: 1113.38 ms [2022-04-19 11:11:59 main:574] : INFO : Epoch 1786 | loss: 0.0312412 | val_loss: 0.0312419 | Time: 1117.67 ms [2022-04-19 11:12:00 main:574] : INFO : Epoch 1787 | loss: 0.0312416 | val_loss: 0.0312413 | Time: 1113.64 ms [2022-04-19 11:12:01 main:574] : INFO : Epoch 1788 | loss: 0.0312401 | val_loss: 0.0312407 | Time: 1114.98 ms [2022-04-19 11:12:02 main:574] : INFO : Epoch 1789 | loss: 0.0312405 | val_loss: 0.0312412 | Time: 1114.08 ms [2022-04-19 11:12:03 main:574] : INFO : Epoch 1790 | loss: 0.0312408 | val_loss: 0.031241 | Time: 1114.87 ms [2022-04-19 11:12:05 main:574] : INFO : Epoch 1791 | loss: 0.0312404 | val_loss: 0.0312405 | Time: 1115.52 ms [2022-04-19 11:12:06 main:574] : INFO : Epoch 1792 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1113.57 ms [2022-04-19 11:12:07 main:574] : INFO : Epoch 1793 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 1120.47 ms [2022-04-19 11:12:08 main:574] : INFO : Epoch 1794 | loss: 0.0312399 | val_loss: 0.0312406 | Time: 1112.18 ms [2022-04-19 11:12:09 main:574] : INFO : Epoch 1795 | loss: 0.0312406 | val_loss: 0.0312417 | Time: 1111.19 ms [2022-04-19 11:12:11 main:574] : INFO : Epoch 1796 | loss: 0.0312404 | val_loss: 0.0312409 | Time: 1113.95 ms [2022-04-19 11:12:12 main:574] : INFO : Epoch 1797 | loss: 0.0312403 | val_loss: 0.0312412 | Time: 1115.4 ms [2022-04-19 11:12:13 main:574] : INFO : Epoch 1798 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 1118.22 ms [2022-04-19 11:12:14 main:574] : INFO : Epoch 1799 | loss: 0.03124 | val_loss: 0.0312417 | Time: 1114.56 ms [2022-04-19 11:12:15 main:574] : INFO : Epoch 1800 | loss: 0.0312413 | val_loss: 0.0312424 | Time: 1116.12 ms [2022-04-19 11:12:17 main:574] : INFO : Epoch 1801 | loss: 0.0312407 | val_loss: 0.0312421 | Time: 1115.06 ms [2022-04-19 11:12:18 main:574] : INFO : Epoch 1802 | loss: 0.0312416 | val_loss: 0.031243 | Time: 1110.49 ms [2022-04-19 11:12:19 main:574] : INFO : Epoch 1803 | loss: 0.0312407 | val_loss: 0.0312409 | Time: 1119.05 ms [2022-04-19 11:12:20 main:574] : INFO : Epoch 1804 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 1118.02 ms [2022-04-19 11:12:22 main:574] : INFO : Epoch 1805 | loss: 0.0312406 | val_loss: 0.0312421 | Time: 1115.33 ms [2022-04-19 11:12:23 main:574] : INFO : Epoch 1806 | loss: 0.031241 | val_loss: 0.0312408 | Time: 1117.07 ms [2022-04-19 11:12:24 main:574] : INFO : Epoch 1807 | loss: 0.0312411 | val_loss: 0.0312414 | Time: 1113.98 ms [2022-04-19 11:12:25 main:574] : INFO : Epoch 1808 | loss: 0.0312412 | val_loss: 0.0312422 | Time: 1116.36 ms [2022-04-19 11:12:26 main:574] : INFO : Epoch 1809 | loss: 0.0312413 | val_loss: 0.0312421 | Time: 1116.34 ms [2022-04-19 11:12:27 main:574] : INFO : Epoch 1810 | loss: 0.0312415 | val_loss: 0.0312426 | Time: 1114.72 ms [2022-04-19 11:12:29 main:574] : INFO : Epoch 1811 | loss: 0.0312409 | val_loss: 0.0312405 | Time: 1114.22 ms [2022-04-19 11:12:30 main:574] : INFO : Epoch 1812 | loss: 0.0312402 | val_loss: 0.0312407 | Time: 1117.59 ms [2022-04-19 11:12:31 main:574] : INFO : Epoch 1813 | loss: 0.0312406 | val_loss: 0.0312413 | Time: 1116.49 ms [2022-04-19 11:12:32 main:574] : INFO : Epoch 1814 | loss: 0.0312407 | val_loss: 0.0312419 | Time: 1116.87 ms [2022-04-19 11:12:33 main:574] : INFO : Epoch 1815 | loss: 0.0312405 | val_loss: 0.0312435 | Time: 1119.96 ms [2022-04-19 11:12:35 main:574] : INFO : Epoch 1816 | loss: 0.0312413 | val_loss: 0.0312411 | Time: 1113.37 ms [2022-04-19 11:12:36 main:574] : INFO : Epoch 1817 | loss: 0.0312404 | val_loss: 0.0312409 | Time: 1118.72 ms [2022-04-19 11:12:37 main:574] : INFO : Epoch 1818 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 1119.76 ms [2022-04-19 11:12:38 main:574] : INFO : Epoch 1819 | loss: 0.0312404 | val_loss: 0.0312426 | Time: 1114.4 ms [2022-04-19 11:12:39 main:574] : INFO : Epoch 1820 | loss: 0.0312407 | val_loss: 0.0312416 | Time: 1113.21 ms [2022-04-19 11:12:41 main:574] : INFO : Epoch 1821 | loss: 0.0312411 | val_loss: 0.0312409 | Time: 1117.74 ms [2022-04-19 11:12:42 main:574] : INFO : Epoch 1822 | loss: 0.0312409 | val_loss: 0.0312411 | Time: 1116.79 ms [2022-04-19 11:12:43 main:574] : INFO : Epoch 1823 | loss: 0.0312413 | val_loss: 0.0312422 | Time: 1118.51 ms [2022-04-19 11:12:44 main:574] : INFO : Epoch 1824 | loss: 0.0312408 | val_loss: 0.0312432 | Time: 1116.99 ms [2022-04-19 11:12:45 main:574] : INFO : Epoch 1825 | loss: 0.0312403 | val_loss: 0.0312407 | Time: 1115.91 ms [2022-04-19 11:12:47 main:574] : INFO : Epoch 1826 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 1119.48 ms [2022-04-19 11:12:48 main:574] : INFO : Epoch 1827 | loss: 0.0312399 | val_loss: 0.0312405 | Time: 1117.28 ms [2022-04-19 11:12:49 main:574] : INFO : Epoch 1828 | loss: 0.0312408 | val_loss: 0.031241 | Time: 1116.47 ms [2022-04-19 11:12:50 main:574] : INFO : Epoch 1829 | loss: 0.0312411 | val_loss: 0.0312428 | Time: 1119.53 ms [2022-04-19 11:12:51 main:574] : INFO : Epoch 1830 | loss: 0.031241 | val_loss: 0.0312405 | Time: 1117.53 ms [2022-04-19 11:12:53 main:574] : INFO : Epoch 1831 | loss: 0.0312401 | val_loss: 0.031241 | Time: 1117.15 ms [2022-04-19 11:12:54 main:574] : INFO : Epoch 1832 | loss: 0.0312405 | val_loss: 0.0312449 | Time: 1115.14 ms [2022-04-19 11:12:55 main:574] : INFO : Epoch 1833 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 1117.21 ms [2022-04-19 11:12:56 main:574] : INFO : Epoch 1834 | loss: 0.0312402 | val_loss: 0.0312424 | Time: 1123.35 ms [2022-04-19 11:12:57 main:574] : INFO : Epoch 1835 | loss: 0.0312411 | val_loss: 0.0312409 | Time: 1117.78 ms [2022-04-19 11:12:59 main:574] : INFO : Epoch 1836 | loss: 0.031241 | val_loss: 0.0312426 | Time: 1115.89 ms [2022-04-19 11:13:00 main:574] : INFO : Epoch 1837 | loss: 0.0312408 | val_loss: 0.0312405 | Time: 1114.98 ms [2022-04-19 11:13:01 main:574] : INFO : Epoch 1838 | loss: 0.0312403 | val_loss: 0.0312408 | Time: 1115.67 ms [2022-04-19 11:13:02 main:574] : INFO : Epoch 1839 | loss: 0.0312406 | val_loss: 0.0312431 | Time: 1123.03 ms [2022-04-19 11:13:03 main:574] : INFO : Epoch 1840 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 1113.3 ms [2022-04-19 11:13:05 main:574] : INFO : Epoch 1841 | loss: 0.0312401 | val_loss: 0.0312408 | Time: 1116.34 ms [2022-04-19 11:13:06 main:574] : INFO : Epoch 1842 | loss: 0.0312407 | val_loss: 0.0312412 | Time: 1117.27 ms [2022-04-19 11:13:07 main:574] : INFO : Epoch 1843 | loss: 0.0312413 | val_loss: 0.0312418 | Time: 1119.27 ms [2022-04-19 11:13:08 main:574] : INFO : Epoch 1844 | loss: 0.0312403 | val_loss: 0.0312417 | Time: 1118.38 ms [2022-04-19 11:13:09 main:574] : INFO : Epoch 1845 | loss: 0.0312404 | val_loss: 0.0312412 | Time: 1114.04 ms [2022-04-19 11:13:11 main:574] : INFO : Epoch 1846 | loss: 0.0312398 | val_loss: 0.0312405 | Time: 1116.79 ms [2022-04-19 11:13:12 main:574] : INFO : Epoch 1847 | loss: 0.03124 | val_loss: 0.0312406 | Time: 1116.49 ms [2022-04-19 11:13:13 main:574] : INFO : Epoch 1848 | loss: 0.0312401 | val_loss: 0.0312408 | Time: 1117.23 ms [2022-04-19 11:13:14 main:574] : INFO : Epoch 1849 | loss: 0.0312401 | val_loss: 0.0312413 | Time: 1115.98 ms [2022-04-19 11:13:15 main:574] : INFO : Epoch 1850 | loss: 0.0312405 | val_loss: 0.0312429 | Time: 1114.63 ms [2022-04-19 11:13:17 main:574] : INFO : Epoch 1851 | loss: 0.0312414 | val_loss: 0.0312411 | Time: 1115.32 ms [2022-04-19 11:13:18 main:574] : INFO : Epoch 1852 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 1116.54 ms [2022-04-19 11:13:19 main:574] : INFO : Epoch 1853 | loss: 0.0312404 | val_loss: 0.0312409 | Time: 1112.39 ms [2022-04-19 11:13:20 main:574] : INFO : Epoch 1854 | loss: 0.0312406 | val_loss: 0.0312405 | Time: 1122.53 ms [2022-04-19 11:13:22 main:574] : INFO : Epoch 1855 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 1116.44 ms [2022-04-19 11:13:23 main:574] : INFO : Epoch 1856 | loss: 0.0312403 | val_loss: 0.0312405 | Time: 1120.56 ms [2022-04-19 11:13:24 main:574] : INFO : Epoch 1857 | loss: 0.03124 | val_loss: 0.0312413 | Time: 1115.75 ms [2022-04-19 11:13:25 main:574] : INFO : Epoch 1858 | loss: 0.031241 | val_loss: 0.0312449 | Time: 1114.47 ms [2022-04-19 11:13:26 main:574] : INFO : Epoch 1859 | loss: 0.0312403 | val_loss: 0.0312411 | Time: 1115.05 ms [2022-04-19 11:13:28 main:574] : INFO : Epoch 1860 | loss: 0.0312408 | val_loss: 0.0312413 | Time: 1118.55 ms [2022-04-19 11:13:29 main:574] : INFO : Epoch 1861 | loss: 0.03124 | val_loss: 0.0312407 | Time: 1115.13 ms [2022-04-19 11:13:30 main:574] : INFO : Epoch 1862 | loss: 0.0312398 | val_loss: 0.0312405 | Time: 1113.72 ms [2022-04-19 11:13:31 main:574] : INFO : Epoch 1863 | loss: 0.0312402 | val_loss: 0.0312407 | Time: 1120.95 ms [2022-04-19 11:13:32 main:574] : INFO : Epoch 1864 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 1119.1 ms [2022-04-19 11:13:34 main:574] : INFO : Epoch 1865 | loss: 0.0312405 | val_loss: 0.0312413 | Time: 1112.7 ms [2022-04-19 11:13:35 main:574] : INFO : Epoch 1866 | loss: 0.0312402 | val_loss: 0.0312418 | Time: 1116.32 ms [2022-04-19 11:13:36 main:574] : INFO : Epoch 1867 | loss: 0.031241 | val_loss: 0.0312408 | Time: 1114.2 ms [2022-04-19 11:13:37 main:574] : INFO : Epoch 1868 | loss: 0.0312404 | val_loss: 0.0312416 | Time: 1114.81 ms [2022-04-19 11:13:38 main:574] : INFO : Epoch 1869 | loss: 0.0312402 | val_loss: 0.0312419 | Time: 1117.98 ms [2022-04-19 11:13:40 main:574] : INFO : Epoch 1870 | loss: 0.0312401 | val_loss: 0.0312412 | Time: 1119.89 ms [2022-04-19 11:13:41 main:574] : INFO : Epoch 1871 | loss: 0.031241 | val_loss: 0.0312408 | Time: 1117.86 ms [2022-04-19 11:13:42 main:574] : INFO : Epoch 1872 | loss: 0.0312408 | val_loss: 0.0312409 | Time: 1117.86 ms [2022-04-19 11:13:43 main:574] : INFO : Epoch 1873 | loss: 0.0312405 | val_loss: 0.0312409 | Time: 1114.9 ms [2022-04-19 11:13:45 main:574] : INFO : Epoch 1874 | loss: 0.03124 | val_loss: 0.0312407 | Time: 1115.57 ms [2022-04-19 11:13:46 main:574] : INFO : Epoch 1875 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1116.24 ms [2022-04-19 11:13:47 main:574] : INFO : Epoch 1876 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1114.57 ms [2022-04-19 11:13:48 main:574] : INFO : Epoch 1877 | loss: 0.0312412 | val_loss: 0.0312453 | Time: 1117.65 ms [2022-04-19 11:13:49 main:574] : INFO : Epoch 1878 | loss: 0.031242 | val_loss: 0.0312437 | Time: 1115.4 ms [2022-04-19 11:13:50 main:574] : INFO : Epoch 1879 | loss: 0.0312423 | val_loss: 0.0312406 | Time: 1120.87 ms [2022-04-19 11:13:52 main:574] : INFO : Epoch 1880 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 1120.31 ms [2022-04-19 11:13:53 main:574] : INFO : Epoch 1881 | loss: 0.0312406 | val_loss: 0.0312413 | Time: 1114.41 ms [2022-04-19 11:13:54 main:574] : INFO : Epoch 1882 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 1120.14 ms [2022-04-19 11:13:55 main:574] : INFO : Epoch 1883 | loss: 0.0312403 | val_loss: 0.0312408 | Time: 1114.89 ms [2022-04-19 11:13:56 main:574] : INFO : Epoch 1884 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1117.11 ms [2022-04-19 11:13:58 main:574] : INFO : Epoch 1885 | loss: 0.0312408 | val_loss: 0.0312408 | Time: 1116.47 ms [2022-04-19 11:13:59 main:574] : INFO : Epoch 1886 | loss: 0.0312401 | val_loss: 0.031241 | Time: 1114.65 ms [2022-04-19 11:14:00 main:574] : INFO : Epoch 1887 | loss: 0.03124 | val_loss: 0.0312405 | Time: 1121.73 ms [2022-04-19 11:14:01 main:574] : INFO : Epoch 1888 | loss: 0.0312398 | val_loss: 0.0312407 | Time: 1117.23 ms [2022-04-19 11:14:03 main:574] : INFO : Epoch 1889 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 1114.9 ms [2022-04-19 11:14:04 main:574] : INFO : Epoch 1890 | loss: 0.031242 | val_loss: 0.0312404 | Time: 1116.63 ms [2022-04-19 11:14:05 main:574] : INFO : Epoch 1891 | loss: 0.0312408 | val_loss: 0.0312445 | Time: 1117.76 ms [2022-04-19 11:14:06 main:574] : INFO : Epoch 1892 | loss: 0.0312406 | val_loss: 0.0312407 | Time: 1115.08 ms [2022-04-19 11:14:07 main:574] : INFO : Epoch 1893 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 1112.76 ms [2022-04-19 11:14:09 main:574] : INFO : Epoch 1894 | loss: 0.0312405 | val_loss: 0.0312432 | Time: 1114.83 ms [2022-04-19 11:14:10 main:574] : INFO : Epoch 1895 | loss: 0.0312416 | val_loss: 0.0312409 | Time: 1117.95 ms [2022-04-19 11:14:11 main:574] : INFO : Epoch 1896 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 1113.93 ms [2022-04-19 11:14:12 main:574] : INFO : Epoch 1897 | loss: 0.0312401 | val_loss: 0.0312404 | Time: 1118.65 ms [2022-04-19 11:14:13 main:574] : INFO : Epoch 1898 | loss: 0.03124 | val_loss: 0.0312423 | Time: 1118.94 ms [2022-04-19 11:14:15 main:574] : INFO : Epoch 1899 | loss: 0.0312404 | val_loss: 0.0312413 | Time: 1110.29 ms [2022-04-19 11:14:16 main:574] : INFO : Epoch 1900 | loss: 0.0312401 | val_loss: 0.0312421 | Time: 1117.81 ms [2022-04-19 11:14:17 main:574] : INFO : Epoch 1901 | loss: 0.031241 | val_loss: 0.0312406 | Time: 1117.26 ms [2022-04-19 11:14:18 main:574] : INFO : Epoch 1902 | loss: 0.0312402 | val_loss: 0.031241 | Time: 1115.44 ms [2022-04-19 11:14:19 main:574] : INFO : Epoch 1903 | loss: 0.0312405 | val_loss: 0.0312409 | Time: 1118.76 ms [2022-04-19 11:14:21 main:574] : INFO : Epoch 1904 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 1117.34 ms [2022-04-19 11:14:22 main:574] : INFO : Epoch 1905 | loss: 0.0312401 | val_loss: 0.0312408 | Time: 1112.76 ms [2022-04-19 11:14:23 main:574] : INFO : Epoch 1906 | loss: 0.0312404 | val_loss: 0.0312418 | Time: 1121.51 ms [2022-04-19 11:14:24 main:574] : INFO : Epoch 1907 | loss: 0.0312404 | val_loss: 0.0312404 | Time: 1115.78 ms [2022-04-19 11:14:25 main:574] : INFO : Epoch 1908 | loss: 0.0312399 | val_loss: 0.0312405 | Time: 1116.91 ms [2022-04-19 11:14:27 main:574] : INFO : Epoch 1909 | loss: 0.0312406 | val_loss: 0.0312416 | Time: 1116.25 ms [2022-04-19 11:14:28 main:574] : INFO : Epoch 1910 | loss: 0.0312403 | val_loss: 0.0312408 | Time: 1116.27 ms [2022-04-19 11:14:29 main:574] : INFO : Epoch 1911 | loss: 0.0312402 | val_loss: 0.0312409 | Time: 1116.48 ms [2022-04-19 11:14:30 main:574] : INFO : Epoch 1912 | loss: 0.03124 | val_loss: 0.0312422 | Time: 1115.89 ms [2022-04-19 11:14:31 main:574] : INFO : Epoch 1913 | loss: 0.0312406 | val_loss: 0.031241 | Time: 1113.89 ms [2022-04-19 11:14:33 main:574] : INFO : Epoch 1914 | loss: 0.0312398 | val_loss: 0.0312409 | Time: 1123.2 ms [2022-04-19 11:14:34 main:574] : INFO : Epoch 1915 | loss: 0.03124 | val_loss: 0.0312408 | Time: 1113.34 ms [2022-04-19 11:14:35 main:574] : INFO : Epoch 1916 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1116.98 ms [2022-04-19 11:14:36 main:574] : INFO : Epoch 1917 | loss: 0.0312413 | val_loss: 0.031243 | Time: 1117.94 ms [2022-04-19 11:14:38 main:574] : INFO : Epoch 1918 | loss: 0.0312408 | val_loss: 0.0312406 | Time: 1133.2 ms [2022-04-19 11:14:39 main:574] : INFO : Epoch 1919 | loss: 0.0312399 | val_loss: 0.0312407 | Time: 1134.22 ms [2022-04-19 11:14:40 main:574] : INFO : Epoch 1920 | loss: 0.0312405 | val_loss: 0.0312407 | Time: 1152.39 ms [2022-04-19 11:14:41 main:574] : INFO : Epoch 1921 | loss: 0.0312405 | val_loss: 0.0312409 | Time: 1124.49 ms [2022-04-19 11:14:42 main:574] : INFO : Epoch 1922 | loss: 0.0312407 | val_loss: 0.0312421 | Time: 1116.11 ms [2022-04-19 11:14:44 main:574] : INFO : Epoch 1923 | loss: 0.0312407 | val_loss: 0.0312412 | Time: 1117.25 ms [2022-04-19 11:14:45 main:574] : INFO : Epoch 1924 | loss: 0.03124 | val_loss: 0.0312406 | Time: 1128.27 ms [2022-04-19 11:14:46 main:574] : INFO : Epoch 1925 | loss: 0.0312402 | val_loss: 0.0312413 | Time: 1114.86 ms [2022-04-19 11:14:47 main:574] : INFO : Epoch 1926 | loss: 0.0312403 | val_loss: 0.0312408 | Time: 1115.91 ms [2022-04-19 11:14:48 main:574] : INFO : Epoch 1927 | loss: 0.0312398 | val_loss: 0.0312413 | Time: 1116.37 ms [2022-04-19 11:14:49 main:574] : INFO : Epoch 1928 | loss: 0.031242 | val_loss: 0.031243 | Time: 1117.77 ms [2022-04-19 11:14:51 main:574] : INFO : Epoch 1929 | loss: 0.0312407 | val_loss: 0.0312405 | Time: 1115.87 ms [2022-04-19 11:14:52 main:574] : INFO : Epoch 1930 | loss: 0.0312403 | val_loss: 0.0312413 | Time: 1116.07 ms [2022-04-19 11:14:53 main:574] : INFO : Epoch 1931 | loss: 0.0312401 | val_loss: 0.0312404 | Time: 1118.7 ms [2022-04-19 11:14:54 main:574] : INFO : Epoch 1932 | loss: 0.0312398 | val_loss: 0.031241 | Time: 1119.21 ms [2022-04-19 11:14:56 main:574] : INFO : Epoch 1933 | loss: 0.0312404 | val_loss: 0.0312408 | Time: 1117.75 ms [2022-04-19 11:14:57 main:574] : INFO : Epoch 1934 | loss: 0.0312401 | val_loss: 0.0312417 | Time: 1115.5 ms [2022-04-19 11:14:58 main:574] : INFO : Epoch 1935 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 1121.98 ms [2022-04-19 11:14:59 main:574] : INFO : Epoch 1936 | loss: 0.0312399 | val_loss: 0.0312405 | Time: 1118.38 ms [2022-04-19 11:15:00 main:574] : INFO : Epoch 1937 | loss: 0.0312401 | val_loss: 0.0312417 | Time: 1116.49 ms [2022-04-19 11:15:02 main:574] : INFO : Epoch 1938 | loss: 0.0312406 | val_loss: 0.0312423 | Time: 1121.04 ms [2022-04-19 11:15:03 main:574] : INFO : Epoch 1939 | loss: 0.0312408 | val_loss: 0.0312408 | Time: 1119.75 ms [2022-04-19 11:15:04 main:574] : INFO : Epoch 1940 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1116.14 ms [2022-04-19 11:15:05 main:574] : INFO : Epoch 1941 | loss: 0.0312402 | val_loss: 0.0312408 | Time: 1114.23 ms [2022-04-19 11:15:07 main:574] : INFO : Epoch 1942 | loss: 0.0312403 | val_loss: 0.0312419 | Time: 1121.05 ms [2022-04-19 11:15:08 main:574] : INFO : Epoch 1943 | loss: 0.031242 | val_loss: 0.0312438 | Time: 1114.63 ms [2022-04-19 11:15:09 main:574] : INFO : Epoch 1944 | loss: 0.0312408 | val_loss: 0.0312412 | Time: 1113.43 ms [2022-04-19 11:15:10 main:574] : INFO : Epoch 1945 | loss: 0.0312403 | val_loss: 0.0312421 | Time: 1116.99 ms [2022-04-19 11:15:11 main:574] : INFO : Epoch 1946 | loss: 0.0312406 | val_loss: 0.0312408 | Time: 1116.09 ms [2022-04-19 11:15:13 main:574] : INFO : Epoch 1947 | loss: 0.0312412 | val_loss: 0.0312406 | Time: 1118.6 ms [2022-04-19 11:15:14 main:574] : INFO : Epoch 1948 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 1115.73 ms [2022-04-19 11:15:15 main:574] : INFO : Epoch 1949 | loss: 0.03124 | val_loss: 0.0312405 | Time: 1114.73 ms [2022-04-19 11:15:16 main:574] : INFO : Epoch 1950 | loss: 0.0312402 | val_loss: 0.0312413 | Time: 1118.76 ms [2022-04-19 11:15:17 main:574] : INFO : Epoch 1951 | loss: 0.0312407 | val_loss: 0.0312415 | Time: 1116.19 ms [2022-04-19 11:15:19 main:574] : INFO : Epoch 1952 | loss: 0.03124 | val_loss: 0.0312406 | Time: 1118.59 ms [2022-04-19 11:15:20 main:574] : INFO : Epoch 1953 | loss: 0.0312401 | val_loss: 0.0312411 | Time: 1116.62 ms [2022-04-19 11:15:21 main:574] : INFO : Epoch 1954 | loss: 0.03124 | val_loss: 0.031241 | Time: 1115.67 ms [2022-04-19 11:15:22 main:574] : INFO : Epoch 1955 | loss: 0.0312402 | val_loss: 0.0312414 | Time: 1121.73 ms [2022-04-19 11:15:23 main:574] : INFO : Epoch 1956 | loss: 0.0312402 | val_loss: 0.0312417 | Time: 1116.06 ms [2022-04-19 11:15:25 main:574] : INFO : Epoch 1957 | loss: 0.0312403 | val_loss: 0.0312411 | Time: 1115.24 ms [2022-04-19 11:15:26 main:574] : INFO : Epoch 1958 | loss: 0.0312403 | val_loss: 0.0312424 | Time: 1118.75 ms [2022-04-19 11:15:27 main:574] : INFO : Epoch 1959 | loss: 0.0312407 | val_loss: 0.0312411 | Time: 1118.18 ms [2022-04-19 11:15:28 main:574] : INFO : Epoch 1960 | loss: 0.0312406 | val_loss: 0.0312405 | Time: 1115.96 ms [2022-04-19 11:15:30 main:574] : INFO : Epoch 1961 | loss: 0.03124 | val_loss: 0.0312407 | Time: 1119.64 ms [2022-04-19 11:15:31 main:574] : INFO : Epoch 1962 | loss: 0.0312402 | val_loss: 0.0312417 | Time: 1117.07 ms [2022-04-19 11:15:32 main:574] : INFO : Epoch 1963 | loss: 0.031241 | val_loss: 0.0312416 | Time: 1118.89 ms [2022-04-19 11:15:33 main:574] : INFO : Epoch 1964 | loss: 0.0312408 | val_loss: 0.0312408 | Time: 1118.42 ms [2022-04-19 11:15:34 main:574] : INFO : Epoch 1965 | loss: 0.0312404 | val_loss: 0.0312405 | Time: 1115.2 ms [2022-04-19 11:15:36 main:574] : INFO : Epoch 1966 | loss: 0.0312404 | val_loss: 0.031241 | Time: 1117.2 ms [2022-04-19 11:15:37 main:574] : INFO : Epoch 1967 | loss: 0.0312404 | val_loss: 0.0312419 | Time: 1121.51 ms [2022-04-19 11:15:38 main:574] : INFO : Epoch 1968 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 1117.52 ms [2022-04-19 11:15:39 main:574] : INFO : Epoch 1969 | loss: 0.0312398 | val_loss: 0.0312408 | Time: 1114.57 ms [2022-04-19 11:15:40 main:574] : INFO : Epoch 1970 | loss: 0.0312399 | val_loss: 0.0312418 | Time: 1118.19 ms [2022-04-19 11:15:42 main:574] : INFO : Epoch 1971 | loss: 0.0312406 | val_loss: 0.0312405 | Time: 1117.64 ms [2022-04-19 11:15:43 main:574] : INFO : Epoch 1972 | loss: 0.031241 | val_loss: 0.0312406 | Time: 1116.34 ms [2022-04-19 11:15:44 main:574] : INFO : Epoch 1973 | loss: 0.0312403 | val_loss: 0.0312405 | Time: 1115.78 ms [2022-04-19 11:15:45 main:574] : INFO : Epoch 1974 | loss: 0.0312405 | val_loss: 0.0312459 | Time: 1115.52 ms [2022-04-19 11:15:46 main:574] : INFO : Epoch 1975 | loss: 0.0312422 | val_loss: 0.0312405 | Time: 1118.97 ms [2022-04-19 11:15:48 main:574] : INFO : Epoch 1976 | loss: 0.0312404 | val_loss: 0.0312412 | Time: 1116.61 ms [2022-04-19 11:15:49 main:574] : INFO : Epoch 1977 | loss: 0.03124 | val_loss: 0.0312413 | Time: 1115.52 ms [2022-04-19 11:15:50 main:574] : INFO : Epoch 1978 | loss: 0.0312406 | val_loss: 0.0312407 | Time: 1118.61 ms [2022-04-19 11:15:51 main:574] : INFO : Epoch 1979 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 1118.43 ms [2022-04-19 11:15:52 main:574] : INFO : Epoch 1980 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1115.41 ms [2022-04-19 11:15:54 main:574] : INFO : Epoch 1981 | loss: 0.0312417 | val_loss: 0.0312426 | Time: 1117.49 ms [2022-04-19 11:15:55 main:574] : INFO : Epoch 1982 | loss: 0.0312409 | val_loss: 0.0312424 | Time: 1120.81 ms [2022-04-19 11:15:56 main:574] : INFO : Epoch 1983 | loss: 0.0312408 | val_loss: 0.0312411 | Time: 1117.45 ms [2022-04-19 11:15:57 main:574] : INFO : Epoch 1984 | loss: 0.0312405 | val_loss: 0.0312416 | Time: 1117.41 ms [2022-04-19 11:15:58 main:574] : INFO : Epoch 1985 | loss: 0.0312405 | val_loss: 0.0312409 | Time: 1117.65 ms [2022-04-19 11:16:00 main:574] : INFO : Epoch 1986 | loss: 0.0312403 | val_loss: 0.0312407 | Time: 1118.34 ms [2022-04-19 11:16:01 main:574] : INFO : Epoch 1987 | loss: 0.0312399 | val_loss: 0.0312404 | Time: 1116.41 ms [2022-04-19 11:16:02 main:574] : INFO : Epoch 1988 | loss: 0.0312414 | val_loss: 0.031242 | Time: 1117.7 ms [2022-04-19 11:16:03 main:574] : INFO : Epoch 1989 | loss: 0.0312418 | val_loss: 0.0312443 | Time: 1117.51 ms [2022-04-19 11:16:04 main:574] : INFO : Epoch 1990 | loss: 0.0312414 | val_loss: 0.0312405 | Time: 1113.84 ms [2022-04-19 11:16:06 main:574] : INFO : Epoch 1991 | loss: 0.0312401 | val_loss: 0.0312406 | Time: 1117.33 ms [2022-04-19 11:16:07 main:574] : INFO : Epoch 1992 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 1114.35 ms [2022-04-19 11:16:08 main:574] : INFO : Epoch 1993 | loss: 0.0312407 | val_loss: 0.0312407 | Time: 1118.79 ms [2022-04-19 11:16:09 main:574] : INFO : Epoch 1994 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1116.31 ms [2022-04-19 11:16:11 main:574] : INFO : Epoch 1995 | loss: 0.0312402 | val_loss: 0.0312419 | Time: 1120.71 ms [2022-04-19 11:16:12 main:574] : INFO : Epoch 1996 | loss: 0.0312411 | val_loss: 0.0312404 | Time: 1117.28 ms [2022-04-19 11:16:13 main:574] : INFO : Epoch 1997 | loss: 0.0312413 | val_loss: 0.0312416 | Time: 1116.33 ms [2022-04-19 11:16:14 main:574] : INFO : Epoch 1998 | loss: 0.0312405 | val_loss: 0.0312407 | Time: 1118.01 ms [2022-04-19 11:16:15 main:574] : INFO : Epoch 1999 | loss: 0.0312405 | val_loss: 0.0312412 | Time: 1120.05 ms [2022-04-19 11:16:17 main:574] : INFO : Epoch 2000 | loss: 0.0312405 | val_loss: 0.0312407 | Time: 1116.1 ms [2022-04-19 11:16:18 main:574] : INFO : Epoch 2001 | loss: 0.0312407 | val_loss: 0.0312405 | Time: 1117.69 ms [2022-04-19 11:16:19 main:574] : INFO : Epoch 2002 | loss: 0.0312406 | val_loss: 0.0312406 | Time: 1115.27 ms [2022-04-19 11:16:20 main:574] : INFO : Epoch 2003 | loss: 0.0312403 | val_loss: 0.0312405 | Time: 1124.49 ms [2022-04-19 11:16:21 main:574] : INFO : Epoch 2004 | loss: 0.0312408 | val_loss: 0.0312407 | Time: 1126.66 ms [2022-04-19 11:16:23 main:574] : INFO : Epoch 2005 | loss: 0.0312398 | val_loss: 0.0312405 | Time: 1117.74 ms [2022-04-19 11:16:24 main:574] : INFO : Epoch 2006 | loss: 0.0312398 | val_loss: 0.0312404 | Time: 1117 ms [2022-04-19 11:16:25 main:574] : INFO : Epoch 2007 | loss: 0.03124 | val_loss: 0.0312412 | Time: 1118.05 ms [2022-04-19 11:16:26 main:574] : INFO : Epoch 2008 | loss: 0.0312403 | val_loss: 0.0312412 | Time: 1115.39 ms [2022-04-19 11:16:27 main:574] : INFO : Epoch 2009 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 1117.08 ms [2022-04-19 11:16:29 main:574] : INFO : Epoch 2010 | loss: 0.0312398 | val_loss: 0.0312407 | Time: 1118.32 ms [2022-04-19 11:16:30 main:574] : INFO : Epoch 2011 | loss: 0.03124 | val_loss: 0.0312406 | Time: 1115.18 ms [2022-04-19 11:16:31 main:574] : INFO : Epoch 2012 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1122.75 ms [2022-04-19 11:16:32 main:574] : INFO : Epoch 2013 | loss: 0.0312406 | val_loss: 0.0312412 | Time: 1119.3 ms [2022-04-19 11:16:33 main:574] : INFO : Epoch 2014 | loss: 0.0312403 | val_loss: 0.0312405 | Time: 1117.6 ms [2022-04-19 11:16:35 main:574] : INFO : Epoch 2015 | loss: 0.0312413 | val_loss: 0.0312438 | Time: 1116.98 ms [2022-04-19 11:16:36 main:574] : INFO : Epoch 2016 | loss: 0.031242 | val_loss: 0.0312414 | Time: 1116.9 ms [2022-04-19 11:16:37 main:574] : INFO : Epoch 2017 | loss: 0.0312409 | val_loss: 0.0312432 | Time: 1120.01 ms [2022-04-19 11:16:38 main:574] : INFO : Epoch 2018 | loss: 0.0312409 | val_loss: 0.0312411 | Time: 1114.7 ms [2022-04-19 11:16:39 main:574] : INFO : Epoch 2019 | loss: 0.0312405 | val_loss: 0.0312409 | Time: 1116.25 ms [2022-04-19 11:16:41 main:574] : INFO : Epoch 2020 | loss: 0.0312402 | val_loss: 0.0312411 | Time: 1118.37 ms [2022-04-19 11:16:42 main:574] : INFO : Epoch 2021 | loss: 0.031241 | val_loss: 0.0312412 | Time: 1118.51 ms [2022-04-19 11:16:43 main:574] : INFO : Epoch 2022 | loss: 0.0312404 | val_loss: 0.0312406 | Time: 1115.32 ms [2022-04-19 11:16:44 main:574] : INFO : Epoch 2023 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1114.51 ms [2022-04-19 11:16:45 main:574] : INFO : Epoch 2024 | loss: 0.0312406 | val_loss: 0.0312415 | Time: 1116.41 ms [2022-04-19 11:16:47 main:574] : INFO : Epoch 2025 | loss: 0.0312415 | val_loss: 0.0312413 | Time: 1115.06 ms [2022-04-19 11:16:48 main:574] : INFO : Epoch 2026 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 1119.26 ms [2022-04-19 11:16:49 main:574] : INFO : Epoch 2027 | loss: 0.03124 | val_loss: 0.0312406 | Time: 1117.99 ms [2022-04-19 11:16:50 main:574] : INFO : Epoch 2028 | loss: 0.0312405 | val_loss: 0.0312406 | Time: 1119.21 ms [2022-04-19 11:16:51 main:574] : INFO : Epoch 2029 | loss: 0.0312403 | val_loss: 0.0312405 | Time: 1116.64 ms [2022-04-19 11:16:53 main:574] : INFO : Epoch 2030 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 1117.43 ms [2022-04-19 11:16:54 main:574] : INFO : Epoch 2031 | loss: 0.0312403 | val_loss: 0.0312407 | Time: 1123.6 ms [2022-04-19 11:16:55 main:574] : INFO : Epoch 2032 | loss: 0.03124 | val_loss: 0.0312411 | Time: 1116.13 ms [2022-04-19 11:16:56 main:574] : INFO : Epoch 2033 | loss: 0.0312398 | val_loss: 0.0312404 | Time: 1117.16 ms [2022-04-19 11:16:57 main:574] : INFO : Epoch 2034 | loss: 0.0312402 | val_loss: 0.0312416 | Time: 1120.35 ms [2022-04-19 11:16:59 main:574] : INFO : Epoch 2035 | loss: 0.0312399 | val_loss: 0.0312415 | Time: 1114.6 ms [2022-04-19 11:17:00 main:574] : INFO : Epoch 2036 | loss: 0.0312408 | val_loss: 0.0312414 | Time: 1116.34 ms [2022-04-19 11:17:01 main:574] : INFO : Epoch 2037 | loss: 0.0312402 | val_loss: 0.0312409 | Time: 1112.56 ms [2022-04-19 11:17:02 main:574] : INFO : Epoch 2038 | loss: 0.0312402 | val_loss: 0.0312409 | Time: 1114.84 ms [2022-04-19 11:17:03 main:574] : INFO : Epoch 2039 | loss: 0.0312406 | val_loss: 0.0312418 | Time: 1114.96 ms [2022-04-19 11:17:05 main:574] : INFO : Epoch 2040 | loss: 0.0312409 | val_loss: 0.0312416 | Time: 1111.61 ms [2022-04-19 11:17:06 main:574] : INFO : Epoch 2041 | loss: 0.03124 | val_loss: 0.031241 | Time: 1117.07 ms [2022-04-19 11:17:07 main:574] : INFO : Epoch 2042 | loss: 0.0312404 | val_loss: 0.031242 | Time: 1115.07 ms [2022-04-19 11:17:08 main:574] : INFO : Epoch 2043 | loss: 0.0312404 | val_loss: 0.031241 | Time: 1118.08 ms [2022-04-19 11:17:09 main:574] : INFO : Epoch 2044 | loss: 0.0312405 | val_loss: 0.0312417 | Time: 1115.26 ms [2022-04-19 11:17:11 main:574] : INFO : Epoch 2045 | loss: 0.0312409 | val_loss: 0.0312411 | Time: 1112.93 ms [2022-04-19 11:17:12 main:574] : INFO : Epoch 2046 | loss: 0.0312408 | val_loss: 0.0312408 | Time: 1117.41 ms [2022-04-19 11:17:13 main:574] : INFO : Epoch 2047 | loss: 0.0312406 | val_loss: 0.0312407 | Time: 1116.39 ms [2022-04-19 11:17:14 main:574] : INFO : Epoch 2048 | loss: 0.0312405 | val_loss: 0.0312412 | Time: 1115.59 ms [2022-04-19 11:17:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312412 [2022-04-19 11:17:14 main:603] : INFO : Saving end state to config to file [2022-04-19 11:17:14 main:608] : INFO : Success, exiting.. 11:17:14 (6768): 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)