Task 14597421
| Name | ParityModified-1647040462-14383-3-0_1 |
| Workunit | 11327965 |
| Created | 11 Apr 2022, 16:42:49 UTC |
| Sent | 11 Apr 2022, 16:42:55 UTC |
| Report deadline | 19 Apr 2022, 16:42:55 UTC |
| Received | 19 Apr 2022, 3:16:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19935 |
| Run time | 2 hours 39 min 34 sec |
| CPU time | 2 hours 10 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 916.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.43 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311555 | val_loss: 0.0311723 | Time: 4669.15 ms [2022-04-11 14:55:30 main:574] : INFO : Epoch 1543 | loss: 0.0311558 | val_loss: 0.0311725 | Time: 4730.38 ms [2022-04-11 14:55:35 main:574] : INFO : Epoch 1544 | loss: 0.0311521 | val_loss: 0.0311704 | Time: 4753.57 ms [2022-04-11 14:55:39 main:574] : INFO : Epoch 1545 | loss: 0.0311517 | val_loss: 0.0311692 | Time: 4755.9 ms [2022-04-11 14:55:44 main:574] : INFO : Epoch 1546 | loss: 0.0311508 | val_loss: 0.0311731 | Time: 4751.3 ms [2022-04-11 14:55:49 main:574] : INFO : Epoch 1547 | loss: 0.0311518 | val_loss: 0.0311712 | Time: 4729.42 ms [2022-04-11 14:55:53 main:574] : INFO : Epoch 1548 | loss: 0.0311523 | val_loss: 0.031182 | Time: 4638.91 ms [2022-04-11 14:55:58 main:574] : INFO : Epoch 1549 | loss: 0.0311615 | val_loss: 0.0311722 | Time: 4569.86 ms [2022-04-11 14:56:03 main:574] : INFO : Epoch 1550 | loss: 0.0311612 | val_loss: 0.0311813 | Time: 4479.82 ms [2022-04-11 14:56:07 main:574] : INFO : Epoch 1551 | loss: 0.0311624 | val_loss: 0.0311743 | Time: 4451.19 ms [2022-04-11 14:56:11 main:574] : INFO : Epoch 1552 | loss: 0.0311559 | val_loss: 0.0311686 | Time: 4497.84 ms [2022-04-11 14:56:16 main:574] : INFO : Epoch 1553 | loss: 0.0311533 | val_loss: 0.0311701 | Time: 4527.28 ms [2022-04-11 14:56:20 main:574] : INFO : Epoch 1554 | loss: 0.0311517 | val_loss: 0.0311709 | Time: 4460.37 ms [2022-04-11 14:56:25 main:574] : INFO : Epoch 1555 | loss: 0.0311512 | val_loss: 0.0311696 | Time: 4506.46 ms [2022-04-11 14:56:30 main:574] : INFO : Epoch 1556 | loss: 0.0311506 | val_loss: 0.0311724 | Time: 4498.83 ms [2022-04-11 14:56:34 main:574] : INFO : Epoch 1557 | loss: 0.0311506 | val_loss: 0.0311729 | Time: 4430.85 ms [2022-04-11 14:56:39 main:574] : INFO : Epoch 1558 | loss: 0.031152 | val_loss: 0.0311725 | Time: 4576.01 ms [2022-04-11 14:56:43 main:574] : INFO : Epoch 1559 | loss: 0.0311501 | val_loss: 0.0311724 | Time: 4480.22 ms [2022-04-11 14:56:48 main:574] : INFO : Epoch 1560 | loss: 0.0311528 | val_loss: 0.0311745 | Time: 4465.06 ms [2022-04-11 14:56:52 main:574] : INFO : Epoch 1561 | loss: 0.031151 | val_loss: 0.0311745 | Time: 4521.95 ms [2022-04-11 14:56:57 main:574] : INFO : Epoch 1562 | loss: 0.0311525 | val_loss: 0.0311692 | Time: 4505.88 ms [2022-04-11 14:57:01 main:574] : INFO : Epoch 1563 | loss: 0.0311505 | val_loss: 0.0311717 | Time: 4485.16 ms [2022-04-11 14:57:06 main:574] : INFO : Epoch 1564 | loss: 0.0311486 | val_loss: 0.0311762 | Time: 4503.14 ms [2022-04-11 14:57:10 main:574] : INFO : Epoch 1565 | loss: 0.031149 | val_loss: 0.0311744 | Time: 4459.21 ms [2022-04-11 14:57:15 main:574] : INFO : Epoch 1566 | loss: 0.0311507 | val_loss: 0.0311714 | Time: 4515.69 ms [2022-04-11 14:57:19 main:574] : INFO : Epoch 1567 | loss: 0.0311535 | val_loss: 0.0311707 | Time: 4499.89 ms [2022-04-11 14:57:24 main:574] : INFO : Epoch 1568 | loss: 0.0311558 | val_loss: 0.0311709 | Time: 4444.65 ms [2022-04-11 14:57:28 main:574] : INFO : Epoch 1569 | loss: 0.0311515 | val_loss: 0.0311707 | Time: 4480.5 ms [2022-04-11 14:57:33 main:574] : INFO : Epoch 1570 | loss: 0.031152 | val_loss: 0.0311755 | Time: 4488.65 ms [2022-04-11 14:57:37 main:574] : INFO : Epoch 1571 | loss: 0.0311542 | val_loss: 0.0311732 | Time: 4494.45 ms [2022-04-11 14:57:41 main:574] : INFO : Epoch 1572 | loss: 0.031151 | val_loss: 0.0311699 | Time: 4468.33 ms [2022-04-11 14:57:46 main:574] : INFO : Epoch 1573 | loss: 0.0311495 | val_loss: 0.0311702 | Time: 4447.67 ms [2022-04-11 14:57:50 main:574] : INFO : Epoch 1574 | loss: 0.0311508 | val_loss: 0.031172 | Time: 4464 ms [2022-04-11 14:57:55 main:574] : INFO : Epoch 1575 | loss: 0.0311522 | val_loss: 0.0311715 | Time: 4467.18 ms [2022-04-11 14:57:59 main:574] : INFO : Epoch 1576 | loss: 0.0311498 | val_loss: 0.0311735 | Time: 4440.14 ms [2022-04-11 14:58:04 main:574] : INFO : Epoch 1577 | loss: 0.0311508 | val_loss: 0.031173 | Time: 4490.8 ms [2022-04-11 14:58:08 main:574] : INFO : Epoch 1578 | loss: 0.0311491 | val_loss: 0.0311689 | Time: 4412.42 ms [2022-04-11 14:58:13 main:574] : INFO : Epoch 1579 | loss: 0.0311491 | val_loss: 0.0311745 | Time: 4415.8 ms [2022-04-11 14:58:17 main:574] : INFO : Epoch 1580 | loss: 0.0311493 | val_loss: 0.0311706 | Time: 4483.03 ms [2022-04-11 14:58:22 main:574] : INFO : Epoch 1581 | loss: 0.0311477 | val_loss: 0.0311767 | Time: 4429.73 ms [2022-04-11 14:58:26 main:574] : INFO : Epoch 1582 | loss: 0.0311503 | val_loss: 0.0311718 | Time: 4479.67 ms [2022-04-11 14:58:31 main:574] : INFO : Epoch 1583 | loss: 0.0311506 | val_loss: 0.0311709 | Time: 4479.49 ms [2022-04-11 14:58:35 main:574] : INFO : Epoch 1584 | loss: 0.031149 | val_loss: 0.0311735 | Time: 4451.3 ms [2022-04-11 14:58:40 main:574] : INFO : Epoch 1585 | loss: 0.031148 | val_loss: 0.0311697 | Time: 4505.98 ms [2022-04-11 14:58:44 main:574] : INFO : Epoch 1586 | loss: 0.0311573 | val_loss: 0.0311705 | Time: 4466.35 ms [2022-04-11 14:58:49 main:574] : INFO : Epoch 1587 | loss: 0.0311588 | val_loss: 0.0311716 | Time: 4427.67 ms [2022-04-11 14:58:53 main:574] : INFO : Epoch 1588 | loss: 0.0311608 | val_loss: 0.0311694 | Time: 4446.59 ms [2022-04-11 14:58:58 main:574] : INFO : Epoch 1589 | loss: 0.0311595 | val_loss: 0.0311703 | Time: 4540.59 ms [2022-04-11 14:59:02 main:574] : INFO : Epoch 1590 | loss: 0.0311549 | val_loss: 0.0311714 | Time: 4533.28 ms [2022-04-11 14:59:07 main:574] : INFO : Epoch 1591 | loss: 0.0311548 | val_loss: 0.0311707 | Time: 4514.09 ms [2022-04-11 14:59:11 main:574] : INFO : Epoch 1592 | loss: 0.0311541 | val_loss: 0.0311732 | Time: 4498.97 ms [2022-04-11 14:59:16 main:574] : INFO : Epoch 1593 | loss: 0.0311542 | val_loss: 0.0311723 | Time: 4484.55 ms [2022-04-11 14:59:20 main:574] : INFO : Epoch 1594 | loss: 0.0311526 | val_loss: 0.0311711 | Time: 4520.94 ms [2022-04-11 14:59:25 main:574] : INFO : Epoch 1595 | loss: 0.031153 | val_loss: 0.0311729 | Time: 4477.34 ms [2022-04-11 14:59:29 main:574] : INFO : Epoch 1596 | loss: 0.0311522 | val_loss: 0.0311737 | Time: 4513.62 ms [2022-04-11 14:59:34 main:574] : INFO : Epoch 1597 | loss: 0.0311528 | val_loss: 0.0311715 | Time: 4459.54 ms [2022-04-11 14:59:38 main:574] : INFO : Epoch 1598 | loss: 0.0311537 | val_loss: 0.0311759 | Time: 4568.66 ms [2022-04-11 14:59:43 main:574] : INFO : Epoch 1599 | loss: 0.0311548 | val_loss: 0.0311845 | Time: 4460.82 ms [2022-04-11 14:59:47 main:574] : INFO : Epoch 1600 | loss: 0.031155 | val_loss: 0.0311737 | Time: 4478.79 ms [2022-04-11 14:59:52 main:574] : INFO : Epoch 1601 | loss: 0.0311546 | val_loss: 0.0311715 | Time: 4437.44 ms [2022-04-11 14:59:56 main:574] : INFO : Epoch 1602 | loss: 0.0311564 | val_loss: 0.0311745 | Time: 4465.46 ms [2022-04-11 15:00:01 main:574] : INFO : Epoch 1603 | loss: 0.0311667 | val_loss: 0.0311767 | Time: 4474.11 ms [2022-04-11 15:00:05 main:574] : INFO : Epoch 1604 | loss: 0.0421333 | val_loss: 0.0321925 | Time: 4482.74 ms [2022-04-11 15:00:10 main:574] : INFO : Epoch 1605 | loss: 0.0325655 | val_loss: 0.031728 | Time: 4504.6 ms [2022-04-11 15:00:14 main:574] : INFO : Epoch 1606 | loss: 0.0314281 | val_loss: 0.0312376 | Time: 4503.04 ms [2022-04-11 15:00:19 main:574] : INFO : Epoch 1607 | loss: 0.0312376 | val_loss: 0.0311964 | Time: 4488.3 ms [2022-04-11 15:00:23 main:574] : INFO : Epoch 1608 | loss: 0.0311923 | val_loss: 0.0311828 | Time: 4501.2 ms [2022-04-11 15:00:28 main:574] : INFO : Epoch 1609 | loss: 0.031179 | val_loss: 0.0311742 | Time: 4477.04 ms [2022-04-11 15:00:32 main:574] : INFO : Epoch 1610 | loss: 0.0311737 | val_loss: 0.0311713 | Time: 4483.4 ms [2022-04-11 15:00:37 main:574] : INFO : Epoch 1611 | loss: 0.0311703 | val_loss: 0.0311693 | Time: 4530.29 ms [2022-04-11 15:00:41 main:574] : INFO : Epoch 1612 | loss: 0.0311693 | val_loss: 0.0311697 | Time: 4456.14 ms [2022-04-11 15:00:46 main:574] : INFO : Epoch 1613 | loss: 0.0311683 | val_loss: 0.0311684 | Time: 4514.51 ms [2022-04-11 15:00:50 main:574] : INFO : Epoch 1614 | loss: 0.0311666 | val_loss: 0.0311684 | Time: 4443.01 ms [2022-04-11 15:00:55 main:574] : INFO : Epoch 1615 | loss: 0.0311658 | val_loss: 0.0311691 | Time: 4449.02 ms [2022-04-11 15:00:59 main:574] : INFO : Epoch 1616 | loss: 0.0311646 | val_loss: 0.0311678 | Time: 4505.99 ms [2022-04-11 15:01:04 main:574] : INFO : Epoch 1617 | loss: 0.0311638 | val_loss: 0.0311677 | Time: 4457.16 ms [2022-04-11 15:01:08 main:574] : INFO : Epoch 1618 | loss: 0.0311639 | val_loss: 0.0311693 | Time: 4478.84 ms [2022-04-11 15:01:13 main:574] : INFO : Epoch 1619 | loss: 0.0311628 | val_loss: 0.0311662 | Time: 4456.2 ms [2022-04-11 15:01:17 main:574] : INFO : Epoch 1620 | loss: 0.031162 | val_loss: 0.0311639 | Time: 4510.65 ms [2022-04-11 15:01:22 main:574] : INFO : Epoch 1621 | loss: 0.0311613 | val_loss: 0.0311656 | Time: 4498.91 ms [2022-04-11 15:01:26 main:574] : INFO : Epoch 1622 | loss: 0.031161 | val_loss: 0.0311636 | Time: 4484.58 ms [2022-04-11 15:01:31 main:574] : INFO : Epoch 1623 | loss: 0.0311595 | val_loss: 0.0311642 | Time: 4433.45 ms [2022-04-11 15:01:35 main:574] : INFO : Epoch 1624 | loss: 0.0311595 | val_loss: 0.0311637 | Time: 4475.45 ms [2022-04-11 15:01:40 main:574] : INFO : Epoch 1625 | loss: 0.03116 | val_loss: 0.0311642 | Time: 4460.31 ms [2022-04-11 15:01:44 main:574] : INFO : Epoch 1626 | loss: 0.0311588 | val_loss: 0.0311631 | Time: 4459.88 ms [2022-04-11 15:01:48 main:574] : INFO : Epoch 1627 | loss: 0.0311583 | val_loss: 0.0311632 | Time: 4444.42 ms [2022-04-11 15:01:53 main:574] : INFO : Epoch 1628 | loss: 0.0311582 | val_loss: 0.0311632 | Time: 4706.91 ms [2022-04-11 15:01:58 main:574] : INFO : Epoch 1629 | loss: 0.0311607 | val_loss: 0.0311667 | Time: 4428.15 ms [2022-04-11 15:02:03 main:574] : INFO : Epoch 1630 | loss: 0.0311582 | val_loss: 0.0311642 | Time: 4875.47 ms [2022-04-11 15:02:07 main:574] : INFO : Epoch 1631 | loss: 0.0311573 | val_loss: 0.0311654 | Time: 4453.8 ms [2022-04-11 15:02:12 main:574] : INFO : Epoch 1632 | loss: 0.0311565 | val_loss: 0.0311643 | Time: 4530.19 ms [2022-04-11 15:02:16 main:574] : INFO : Epoch 1633 | loss: 0.0311576 | val_loss: 0.0311663 | Time: 4527.61 ms [2022-04-11 15:02:21 main:574] : INFO : Epoch 1634 | loss: 0.0311601 | val_loss: 0.0311655 | Time: 4531.18 ms [2022-04-11 15:02:25 main:574] : INFO : Epoch 1635 | loss: 0.0311581 | val_loss: 0.0311653 | Time: 4508.57 ms [2022-04-11 15:02:30 main:574] : INFO : Epoch 1636 | loss: 0.0311579 | val_loss: 0.0311647 | Time: 4477.94 ms [2022-04-11 15:02:34 main:574] : INFO : Epoch 1637 | loss: 0.0311573 | val_loss: 0.0311646 | Time: 4508.24 ms [2022-04-11 15:02:39 main:574] : INFO : Epoch 1638 | loss: 0.0311578 | val_loss: 0.0311645 | Time: 4441.96 ms [2022-04-11 15:02:43 main:574] : INFO : Epoch 1639 | loss: 0.031156 | val_loss: 0.0311652 | Time: 4495.59 ms [2022-04-11 15:02:48 main:574] : INFO : Epoch 1640 | loss: 0.0311565 | val_loss: 0.0311644 | Time: 4485.61 ms [2022-04-11 15:02:52 main:574] : INFO : Epoch 1641 | loss: 0.031156 | val_loss: 0.0311651 | Time: 4642.78 ms [2022-04-11 15:02:57 main:574] : INFO : Epoch 1642 | loss: 0.0311558 | val_loss: 0.0311638 | Time: 4453.24 ms [2022-04-11 15:03:01 main:574] : INFO : Epoch 1643 | loss: 0.0311558 | val_loss: 0.0311634 | Time: 4571.9 ms [2022-04-11 15:03:06 main:574] : INFO : Epoch 1644 | loss: 0.0311547 | val_loss: 0.0311639 | Time: 4779.07 ms [2022-04-11 15:03:11 main:574] : INFO : Epoch 1645 | loss: 0.0311542 | val_loss: 0.0311655 | Time: 4746.23 ms [2022-04-11 15:03:16 main:574] : INFO : Epoch 1646 | loss: 0.0311548 | val_loss: 0.0311649 | Time: 4728.83 ms [2022-04-11 15:03:20 main:574] : INFO : Epoch 1647 | loss: 0.0311564 | val_loss: 0.0311647 | Time: 4734.03 ms [2022-04-11 15:03:25 main:574] : INFO : Epoch 1648 | loss: 0.0311552 | val_loss: 0.0311666 | Time: 4695.55 ms [2022-04-11 15:03:30 main:574] : INFO : Epoch 1649 | loss: 0.0311558 | val_loss: 0.0311641 | Time: 4737.84 ms [2022-04-11 15:03:35 main:574] : INFO : Epoch 1650 | loss: 0.0311547 | val_loss: 0.0311632 | Time: 4719.44 ms [2022-04-11 15:03:39 main:574] : INFO : Epoch 1651 | loss: 0.0311537 | val_loss: 0.0311638 | Time: 4737.73 ms [2022-04-11 15:03:44 main:574] : INFO : Epoch 1652 | loss: 0.0311537 | val_loss: 0.0311641 | Time: 4689.49 ms [2022-04-11 15:03:49 main:574] : INFO : Epoch 1653 | loss: 0.0311537 | val_loss: 0.0311653 | Time: 4722.45 ms [2022-04-11 15:03:54 main:574] : INFO : Epoch 1654 | loss: 0.0311541 | val_loss: 0.0311645 | Time: 4709.84 ms [2022-04-11 15:03:58 main:574] : INFO : Epoch 1655 | loss: 0.0311544 | val_loss: 0.0311636 | Time: 4695.86 ms [2022-04-11 15:04:03 main:574] : INFO : Epoch 1656 | loss: 0.0311542 | val_loss: 0.0311655 | Time: 4732.8 ms [2022-04-11 15:04:08 main:574] : INFO : Epoch 1657 | loss: 0.0311563 | val_loss: 0.0311633 | Time: 4746.81 ms [2022-04-11 15:04:13 main:574] : INFO : Epoch 1658 | loss: 0.0311547 | val_loss: 0.0311642 | Time: 4752.4 ms [2022-04-11 15:04:18 main:574] : INFO : Epoch 1659 | loss: 0.0311551 | val_loss: 0.0311644 | Time: 5025.67 ms [2022-04-11 15:04:23 main:574] : INFO : Epoch 1660 | loss: 0.0311561 | val_loss: 0.031165 | Time: 4895.43 ms [2022-04-11 15:04:27 main:574] : INFO : Epoch 1661 | loss: 0.0311538 | val_loss: 0.031164 | Time: 4724.9 ms [2022-04-11 15:04:32 main:574] : INFO : Epoch 1662 | loss: 0.0311541 | val_loss: 0.0311644 | Time: 4820.66 ms [2022-04-11 15:04:37 main:574] : INFO : Epoch 1663 | loss: 0.0311536 | val_loss: 0.0311644 | Time: 4899.48 ms [2022-04-11 15:04:42 main:574] : INFO : Epoch 1664 | loss: 0.0311529 | val_loss: 0.0311637 | Time: 4768.07 ms [2022-04-11 15:04:47 main:574] : INFO : Epoch 1665 | loss: 0.0311549 | val_loss: 0.0311653 | Time: 4801.04 ms [2022-04-11 15:04:52 main:574] : INFO : Epoch 1666 | loss: 0.031157 | val_loss: 0.0311639 | Time: 4775.56 ms [2022-04-11 15:04:56 main:574] : INFO : Epoch 1667 | loss: 0.0311561 | val_loss: 0.0311681 | Time: 4775.88 ms [2022-04-11 15:05:01 main:574] : INFO : Epoch 1668 | loss: 0.0311564 | val_loss: 0.0311635 | Time: 4778.45 ms [2022-04-11 15:05:06 main:574] : INFO : Epoch 1669 | loss: 0.0311539 | val_loss: 0.0311634 | Time: 4949.8 ms [2022-04-11 15:05:11 main:574] : INFO : Epoch 1670 | loss: 0.0311547 | val_loss: 0.031163 | Time: 4781.94 ms [2022-04-11 15:05:16 main:574] : INFO : Epoch 1671 | loss: 0.0311537 | val_loss: 0.0311633 | Time: 4918.06 ms [2022-04-11 15:05:21 main:574] : INFO : Epoch 1672 | loss: 0.031153 | val_loss: 0.0311637 | Time: 4820.03 ms [2022-04-11 15:05:26 main:574] : INFO : Epoch 1673 | loss: 0.0311524 | val_loss: 0.0311628 | Time: 4780.61 ms [2022-04-11 15:05:30 main:574] : INFO : Epoch 1674 | loss: 0.0311519 | val_loss: 0.0311634 | Time: 4757.42 ms [2022-04-11 15:05:35 main:574] : INFO : Epoch 1675 | loss: 0.0311536 | val_loss: 0.0311654 | Time: 4805.91 ms [2022-04-11 15:05:40 main:574] : INFO : Epoch 1676 | loss: 0.0311521 | val_loss: 0.0311637 | Time: 4993.11 ms [2022-04-11 15:05:45 main:574] : INFO : Epoch 1677 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 4757.27 ms [2022-04-11 15:05:50 main:574] : INFO : Epoch 1678 | loss: 0.0311568 | val_loss: 0.0311642 | Time: 4747.67 ms [2022-04-11 15:06:01 main:574] : INFO : Epoch 1679 | loss: 0.0311572 | val_loss: 0.0311635 | Time: 10658.1 ms [2022-04-11 15:06:07 main:574] : INFO : Epoch 1680 | loss: 0.0311553 | val_loss: 0.0311644 | Time: 6603.64 ms [2022-04-11 15:06:14 main:574] : INFO : Epoch 1681 | loss: 0.0311543 | val_loss: 0.0311636 | Time: 6716.53 ms [2022-04-11 15:06:20 main:574] : INFO : Epoch 1682 | loss: 0.031154 | val_loss: 0.031163 | Time: 5496.33 ms [2022-04-11 15:06:31 main:574] : INFO : Epoch 1683 | loss: 0.0311554 | val_loss: 0.0311634 | Time: 11000.6 ms [2022-04-11 15:06:37 main:574] : INFO : Epoch 1684 | loss: 0.0311545 | val_loss: 0.0311641 | Time: 5785.5 ms [2022-04-11 15:06:42 main:574] : INFO : Epoch 1685 | loss: 0.0311521 | val_loss: 0.0311642 | Time: 4893.91 ms [2022-04-11 15:06:46 main:574] : INFO : Epoch 1686 | loss: 0.031152 | val_loss: 0.0311639 | Time: 4766.31 ms [2022-04-11 15:06:51 main:574] : INFO : Epoch 1687 | loss: 0.0311513 | val_loss: 0.0311647 | Time: 4760.71 ms [2022-04-11 15:06:56 main:574] : INFO : Epoch 1688 | loss: 0.031151 | val_loss: 0.0311638 | Time: 4784.85 ms [2022-04-11 15:07:01 main:574] : INFO : Epoch 1689 | loss: 0.0311502 | val_loss: 0.0311635 | Time: 4702.88 ms [2022-04-11 15:07:06 main:574] : INFO : Epoch 1690 | loss: 0.0311499 | val_loss: 0.0311635 | Time: 4616.72 ms [2022-04-11 15:07:10 main:574] : INFO : Epoch 1691 | loss: 0.0311516 | val_loss: 0.0311643 | Time: 4589.73 ms [2022-04-11 15:07:15 main:574] : INFO : Epoch 1692 | loss: 0.03115 | val_loss: 0.0311652 | Time: 4493.49 ms [2022-04-11 15:07:19 main:574] : INFO : Epoch 1693 | loss: 0.0311494 | val_loss: 0.0311655 | Time: 4572.52 ms [2022-04-11 15:07:24 main:574] : INFO : Epoch 1694 | loss: 0.0311503 | val_loss: 0.0311636 | Time: 4464.23 ms [2022-04-11 15:07:28 main:574] : INFO : Epoch 1695 | loss: 0.03115 | val_loss: 0.0311655 | Time: 4477.23 ms [2022-04-11 15:07:33 main:574] : INFO : Epoch 1696 | loss: 0.0311514 | val_loss: 0.0311636 | Time: 4489.54 ms [2022-04-11 15:07:37 main:574] : INFO : Epoch 1697 | loss: 0.0311521 | val_loss: 0.0311641 | Time: 4515.18 ms [2022-04-11 15:07:42 main:574] : INFO : Epoch 1698 | loss: 0.0311521 | val_loss: 0.0311635 | Time: 4492.35 ms [2022-04-11 15:07:46 main:574] : INFO : Epoch 1699 | loss: 0.0311517 | val_loss: 0.0311636 | Time: 4499.85 ms [2022-04-11 15:07:51 main:574] : INFO : Epoch 1700 | loss: 0.0311515 | val_loss: 0.0311644 | Time: 4481.21 ms [2022-04-11 15:07:55 main:574] : INFO : Epoch 1701 | loss: 0.0311503 | val_loss: 0.031163 | Time: 4473.89 ms [2022-04-11 15:08:00 main:574] : INFO : Epoch 1702 | loss: 0.0311489 | val_loss: 0.0311643 | Time: 4507.81 ms [2022-04-11 15:08:04 main:574] : INFO : Epoch 1703 | loss: 0.0311515 | val_loss: 0.0311656 | Time: 4444.55 ms [2022-04-11 15:08:09 main:574] : INFO : Epoch 1704 | loss: 0.0311515 | val_loss: 0.031165 | Time: 4520.24 ms [2022-04-11 15:08:14 main:574] : INFO : Epoch 1705 | loss: 0.0311515 | val_loss: 0.0311642 | Time: 4477.93 ms [2022-04-11 15:08:18 main:574] : INFO : Epoch 1706 | loss: 0.0311516 | val_loss: 0.0311648 | Time: 4460 ms [2022-04-11 15:08:23 main:574] : INFO : Epoch 1707 | loss: 0.0311498 | val_loss: 0.0311661 | Time: 4505.48 ms [2022-04-11 15:08:27 main:574] : INFO : Epoch 1708 | loss: 0.0311492 | val_loss: 0.0311661 | Time: 4472.82 ms [2022-04-11 15:08:32 main:574] : INFO : Epoch 1709 | loss: 0.0311533 | val_loss: 0.0311647 | Time: 4444.97 ms [2022-04-11 15:08:36 main:574] : INFO : Epoch 1710 | loss: 0.0311517 | val_loss: 0.0311641 | Time: 4491.2 ms [2022-04-11 15:08:41 main:574] : INFO : Epoch 1711 | loss: 0.0311509 | val_loss: 0.0311662 | Time: 4492.59 ms [2022-04-11 15:08:45 main:574] : INFO : Epoch 1712 | loss: 0.0311516 | val_loss: 0.0311653 | Time: 4475.76 ms [2022-04-11 15:08:50 main:574] : INFO : Epoch 1713 | loss: 0.03115 | val_loss: 0.0311653 | Time: 4467.77 ms [2022-04-11 15:08:54 main:574] : INFO : Epoch 1714 | loss: 0.0311492 | val_loss: 0.0311656 | Time: 4420.66 ms [2022-04-11 15:08:58 main:574] : INFO : Epoch 1715 | loss: 0.031149 | val_loss: 0.0311659 | Time: 4461.22 ms [2022-04-11 15:09:03 main:574] : INFO : Epoch 1716 | loss: 0.0311503 | val_loss: 0.0311681 | Time: 4485.87 ms [2022-04-11 15:09:07 main:574] : INFO : Epoch 1717 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 4474.87 ms [2022-04-11 15:09:12 main:574] : INFO : Epoch 1718 | loss: 0.0311528 | val_loss: 0.0311678 | Time: 4491.84 ms [2022-04-11 15:09:16 main:574] : INFO : Epoch 1719 | loss: 0.0311522 | val_loss: 0.0311652 | Time: 4488.81 ms [2022-04-11 15:09:21 main:574] : INFO : Epoch 1720 | loss: 0.031151 | val_loss: 0.031165 | Time: 4488.46 ms [2022-04-11 15:09:25 main:574] : INFO : Epoch 1721 | loss: 0.0311497 | val_loss: 0.0311656 | Time: 4450.82 ms [2022-04-11 15:09:30 main:574] : INFO : Epoch 1722 | loss: 0.0311497 | val_loss: 0.0311671 | Time: 4433.13 ms [2022-04-11 15:09:34 main:574] : INFO : Epoch 1723 | loss: 0.0311511 | val_loss: 0.0311654 | Time: 4495.57 ms [2022-04-11 15:09:39 main:574] : INFO : Epoch 1724 | loss: 0.0311517 | val_loss: 0.0311666 | Time: 4453.31 ms [2022-04-11 15:09:43 main:574] : INFO : Epoch 1725 | loss: 0.0311491 | val_loss: 0.0311639 | Time: 4501.46 ms [2022-04-11 15:09:48 main:574] : INFO : Epoch 1726 | loss: 0.0311492 | val_loss: 0.0311657 | Time: 4461.18 ms [2022-04-11 15:09:52 main:574] : INFO : Epoch 1727 | loss: 0.0311491 | val_loss: 0.0311702 | Time: 4471.9 ms [2022-04-11 15:09:57 main:574] : INFO : Epoch 1728 | loss: 0.0311488 | val_loss: 0.0311665 | Time: 4484.14 ms [2022-04-11 15:10:01 main:574] : INFO : Epoch 1729 | loss: 0.0311491 | val_loss: 0.0311652 | Time: 4475.94 ms [2022-04-11 15:10:06 main:574] : INFO : Epoch 1730 | loss: 0.031149 | val_loss: 0.0311662 | Time: 4851.1 ms [2022-04-11 15:10:11 main:574] : INFO : Epoch 1731 | loss: 0.0311483 | val_loss: 0.0311693 | Time: 4484.85 ms [2022-04-11 15:10:15 main:574] : INFO : Epoch 1732 | loss: 0.0311506 | val_loss: 0.0311669 | Time: 4520.85 ms [2022-04-11 15:10:20 main:574] : INFO : Epoch 1733 | loss: 0.0311504 | val_loss: 0.0311659 | Time: 4455.37 ms [2022-04-11 15:10:24 main:574] : INFO : Epoch 1734 | loss: 0.0311487 | val_loss: 0.0311665 | Time: 4466.56 ms [2022-04-11 15:10:29 main:574] : INFO : Epoch 1735 | loss: 0.0311487 | val_loss: 0.0311658 | Time: 4468.52 ms [2022-04-11 15:10:33 main:574] : INFO : Epoch 1736 | loss: 0.0311486 | val_loss: 0.0311664 | Time: 4510.37 ms [2022-04-11 15:10:38 main:574] : INFO : Epoch 1737 | loss: 0.0311489 | val_loss: 0.0311675 | Time: 4495.08 ms [2022-04-11 15:10:42 main:574] : INFO : Epoch 1738 | loss: 0.0311493 | val_loss: 0.0311651 | Time: 4678.43 ms [2022-04-11 15:10:47 main:574] : INFO : Epoch 1739 | loss: 0.0311513 | val_loss: 0.0311623 | Time: 4462.52 ms [2022-04-11 15:10:51 main:574] : INFO : Epoch 1740 | loss: 0.0311516 | val_loss: 0.031166 | Time: 4455.63 ms [2022-04-11 15:10:56 main:574] : INFO : Epoch 1741 | loss: 0.0311505 | val_loss: 0.0311648 | Time: 4429.39 ms [2022-04-11 15:11:00 main:574] : INFO : Epoch 1742 | loss: 0.0311501 | val_loss: 0.0311619 | Time: 4485.14 ms [2022-04-11 15:11:05 main:574] : INFO : Epoch 1743 | loss: 0.0311518 | val_loss: 0.031164 | Time: 4487.28 ms [2022-04-11 15:11:10 main:574] : INFO : Epoch 1744 | loss: 0.031152 | val_loss: 0.0311624 | Time: 4729.28 ms [2022-04-11 15:11:14 main:574] : INFO : Epoch 1745 | loss: 0.0311509 | val_loss: 0.0311647 | Time: 4673.8 ms [2022-04-11 15:11:19 main:574] : INFO : Epoch 1746 | loss: 0.0311513 | val_loss: 0.0311635 | Time: 4695.31 ms [2022-04-11 15:11:24 main:574] : INFO : Epoch 1747 | loss: 0.0311493 | val_loss: 0.0311662 | Time: 4724.95 ms [2022-04-11 15:11:28 main:574] : INFO : Epoch 1748 | loss: 0.0311499 | val_loss: 0.0311651 | Time: 4709.66 ms [2022-04-11 15:11:33 main:574] : INFO : Epoch 1749 | loss: 0.0311519 | val_loss: 0.0311649 | Time: 4706.89 ms [2022-04-11 15:11:38 main:574] : INFO : Epoch 1750 | loss: 0.031153 | val_loss: 0.0311642 | Time: 4721.95 ms [2022-04-11 15:11:43 main:574] : INFO : Epoch 1751 | loss: 0.0311515 | val_loss: 0.0311671 | Time: 4686.63 ms [2022-04-11 15:11:47 main:574] : INFO : Epoch 1752 | loss: 0.0311515 | val_loss: 0.0311667 | Time: 4699.35 ms [2022-04-11 15:11:52 main:574] : INFO : Epoch 1753 | loss: 0.0311533 | val_loss: 0.0311701 | Time: 4726.52 ms [2022-04-11 15:11:57 main:574] : INFO : Epoch 1754 | loss: 0.0311526 | val_loss: 0.0311646 | Time: 4694.25 ms [2022-04-11 15:12:01 main:574] : INFO : Epoch 1755 | loss: 0.0311531 | val_loss: 0.0311674 | Time: 4715.38 ms [2022-04-11 15:12:06 main:574] : INFO : Epoch 1756 | loss: 0.0311529 | val_loss: 0.0311666 | Time: 4715.49 ms [2022-04-11 15:12:11 main:574] : INFO : Epoch 1757 | loss: 0.0311494 | val_loss: 0.0311633 | Time: 4720.78 ms [2022-04-11 15:12:16 main:574] : INFO : Epoch 1758 | loss: 0.031149 | val_loss: 0.0311658 | Time: 4735.82 ms [2022-04-11 15:12:20 main:574] : INFO : Epoch 1759 | loss: 0.0311484 | val_loss: 0.0311668 | Time: 4722.92 ms [2022-04-11 15:12:25 main:574] : INFO : Epoch 1760 | loss: 0.0311525 | val_loss: 0.0311666 | Time: 4708.57 ms [2022-04-11 15:12:30 main:574] : INFO : Epoch 1761 | loss: 0.0311524 | val_loss: 0.0311665 | Time: 4672.41 ms [2022-04-11 15:12:35 main:574] : INFO : Epoch 1762 | loss: 0.0311499 | val_loss: 0.0311653 | Time: 4725.71 ms [2022-04-11 15:12:39 main:574] : INFO : Epoch 1763 | loss: 0.0311501 | val_loss: 0.0311697 | Time: 4711.19 ms [2022-04-11 15:12:44 main:574] : INFO : Epoch 1764 | loss: 0.0311512 | val_loss: 0.0311675 | Time: 4751.17 ms [2022-04-11 15:12:49 main:574] : INFO : Epoch 1765 | loss: 0.0311511 | val_loss: 0.0311634 | Time: 4759.59 ms [2022-04-11 15:12:54 main:574] : INFO : Epoch 1766 | loss: 0.031152 | val_loss: 0.0311635 | Time: 4705.29 ms [2022-04-11 15:12:58 main:574] : INFO : Epoch 1767 | loss: 0.0311507 | val_loss: 0.0311626 | Time: 4740.86 ms [2022-04-11 15:13:03 main:574] : INFO : Epoch 1768 | loss: 0.0311493 | val_loss: 0.0311673 | Time: 4700.61 ms [2022-04-11 15:13:08 main:574] : INFO : Epoch 1769 | loss: 0.0311491 | val_loss: 0.031164 | Time: 4729.78 ms [2022-04-11 15:13:13 main:574] : INFO : Epoch 1770 | loss: 0.0311498 | val_loss: 0.0311675 | Time: 4744.86 ms [2022-04-11 15:13:17 main:574] : INFO : Epoch 1771 | loss: 0.0311473 | val_loss: 0.0311645 | Time: 4743.81 ms [2022-04-11 15:13:22 main:574] : INFO : Epoch 1772 | loss: 0.031148 | val_loss: 0.031165 | Time: 4680.43 ms [2022-04-11 15:13:27 main:574] : INFO : Epoch 1773 | loss: 0.0311484 | val_loss: 0.0311641 | Time: 4717.2 ms [2022-04-11 15:13:31 main:574] : INFO : Epoch 1774 | loss: 0.0311463 | val_loss: 0.0311678 | Time: 4713.4 ms [2022-04-11 15:13:36 main:574] : INFO : Epoch 1775 | loss: 0.0311486 | val_loss: 0.0311647 | Time: 4696.68 ms [2022-04-11 15:13:41 main:574] : INFO : Epoch 1776 | loss: 0.031148 | val_loss: 0.0311672 | Time: 4697.11 ms [2022-04-11 15:13:46 main:574] : INFO : Epoch 1777 | loss: 0.0311483 | val_loss: 0.0311641 | Time: 4706.25 ms [2022-04-11 15:13:50 main:574] : INFO : Epoch 1778 | loss: 0.031147 | val_loss: 0.0311692 | Time: 4729.06 ms [2022-04-11 15:13:55 main:574] : INFO : Epoch 1779 | loss: 0.0311482 | val_loss: 0.0311657 | Time: 4750.51 ms [2022-04-11 15:14:00 main:574] : INFO : Epoch 1780 | loss: 0.0311466 | val_loss: 0.0311645 | Time: 4675.8 ms [2022-04-11 15:14:05 main:574] : INFO : Epoch 1781 | loss: 0.0311469 | val_loss: 0.0311665 | Time: 4697.92 ms [2022-04-11 15:14:09 main:574] : INFO : Epoch 1782 | loss: 0.0311486 | val_loss: 0.0311655 | Time: 4730.7 ms [2022-04-11 15:14:14 main:574] : INFO : Epoch 1783 | loss: 0.031147 | val_loss: 0.0311655 | Time: 4719.8 ms [2022-04-11 15:14:19 main:574] : INFO : Epoch 1784 | loss: 0.0311464 | val_loss: 0.0311646 | Time: 4702.76 ms [2022-04-11 15:14:23 main:574] : INFO : Epoch 1785 | loss: 0.0311458 | val_loss: 0.0311627 | Time: 4709.29 ms [2022-04-11 15:14:28 main:574] : INFO : Epoch 1786 | loss: 0.0311448 | val_loss: 0.0311663 | Time: 4712.71 ms [2022-04-11 15:14:33 main:574] : INFO : Epoch 1787 | loss: 0.0311463 | val_loss: 0.0311625 | Time: 4921.57 ms [2022-04-11 15:14:38 main:574] : INFO : Epoch 1788 | loss: 0.0311458 | val_loss: 0.0311628 | Time: 4731.27 ms [2022-04-11 15:14:43 main:574] : INFO : Epoch 1789 | loss: 0.0311458 | val_loss: 0.0311662 | Time: 4742.36 ms [2022-04-11 15:14:47 main:574] : INFO : Epoch 1790 | loss: 0.0311459 | val_loss: 0.0311642 | Time: 4716.39 ms [2022-04-11 15:14:52 main:574] : INFO : Epoch 1791 | loss: 0.0311459 | val_loss: 0.0311654 | Time: 4691.91 ms [2022-04-11 15:14:57 main:574] : INFO : Epoch 1792 | loss: 0.0311443 | val_loss: 0.031164 | Time: 4717.46 ms [2022-04-11 15:15:01 main:574] : INFO : Epoch 1793 | loss: 0.0311452 | val_loss: 0.0311632 | Time: 4700.83 ms [2022-04-11 15:15:06 main:574] : INFO : Epoch 1794 | loss: 0.0311454 | val_loss: 0.031164 | Time: 4751.45 ms [2022-04-11 15:15:11 main:574] : INFO : Epoch 1795 | loss: 0.0311482 | val_loss: 0.0311663 | Time: 4695.2 ms [2022-04-11 15:15:16 main:574] : INFO : Epoch 1796 | loss: 0.0311465 | val_loss: 0.0311651 | Time: 4665.9 ms [2022-04-11 15:15:20 main:574] : INFO : Epoch 1797 | loss: 0.0311452 | val_loss: 0.0311643 | Time: 4710.97 ms [2022-04-11 15:15:25 main:574] : INFO : Epoch 1798 | loss: 0.0311475 | val_loss: 0.0311657 | Time: 4727.07 ms [2022-04-11 15:15:30 main:574] : INFO : Epoch 1799 | loss: 0.031151 | val_loss: 0.0311652 | Time: 4710.99 ms [2022-04-11 15:15:35 main:574] : INFO : Epoch 1800 | loss: 0.0311472 | val_loss: 0.0311611 | Time: 4700.62 ms [2022-04-11 15:15:39 main:574] : INFO : Epoch 1801 | loss: 0.0311465 | val_loss: 0.0311639 | Time: 4702.31 ms [2022-04-11 15:15:44 main:574] : INFO : Epoch 1802 | loss: 0.0311484 | val_loss: 0.0311625 | Time: 4737.97 ms [2022-04-11 15:15:49 main:574] : INFO : Epoch 1803 | loss: 0.0311461 | val_loss: 0.0311649 | Time: 4706.66 ms [2022-04-11 15:15:54 main:574] : INFO : Epoch 1804 | loss: 0.0311474 | val_loss: 0.0311637 | Time: 4770.57 ms [2022-04-11 15:15:58 main:574] : INFO : Epoch 1805 | loss: 0.0311473 | val_loss: 0.0311639 | Time: 4683.39 ms [2022-04-11 15:16:03 main:574] : INFO : Epoch 1806 | loss: 0.0311481 | val_loss: 0.0311627 | Time: 4729.31 ms [2022-04-11 15:16:08 main:574] : INFO : Epoch 1807 | loss: 0.0311452 | val_loss: 0.0311701 | Time: 4709.44 ms [2022-04-11 15:16:12 main:574] : INFO : Epoch 1808 | loss: 0.0311454 | val_loss: 0.0311649 | Time: 4708.45 ms [2022-04-11 15:16:18 main:574] : INFO : Epoch 1809 | loss: 0.031147 | val_loss: 0.0311681 | Time: 5817.74 ms [2022-04-11 15:16:23 main:574] : INFO : Epoch 1810 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 4429.33 ms [2022-04-11 15:16:27 main:574] : INFO : Epoch 1811 | loss: 0.031145 | val_loss: 0.0311659 | Time: 4457.56 ms [2022-04-11 15:16:32 main:574] : INFO : Epoch 1812 | loss: 0.0311476 | val_loss: 0.0311675 | Time: 4440.82 ms [2022-04-11 15:16:36 main:574] : INFO : Epoch 1813 | loss: 0.0311486 | val_loss: 0.0311711 | Time: 4446.87 ms [2022-04-11 15:16:41 main:574] : INFO : Epoch 1814 | loss: 0.0311502 | val_loss: 0.0311649 | Time: 4535.95 ms [2022-04-11 15:16:45 main:574] : INFO : Epoch 1815 | loss: 0.0311467 | val_loss: 0.0311646 | Time: 4418.37 ms [2022-04-11 15:16:50 main:574] : INFO : Epoch 1816 | loss: 0.0311457 | val_loss: 0.0311667 | Time: 4465.76 ms [2022-04-11 15:16:54 main:574] : INFO : Epoch 1817 | loss: 0.0311454 | val_loss: 0.0311659 | Time: 4457.41 ms [2022-04-11 15:16:59 main:574] : INFO : Epoch 1818 | loss: 0.0311453 | val_loss: 0.0311679 | Time: 4439.15 ms [2022-04-11 15:17:03 main:574] : INFO : Epoch 1819 | loss: 0.0311465 | val_loss: 0.0311647 | Time: 4438.07 ms [2022-04-11 15:17:07 main:574] : INFO : Epoch 1820 | loss: 0.0311454 | val_loss: 0.0311655 | Time: 4441.32 ms [2022-04-11 15:17:12 main:574] : INFO : Epoch 1821 | loss: 0.0311484 | val_loss: 0.0311706 | Time: 4469.32 ms [2022-04-11 15:17:16 main:574] : INFO : Epoch 1822 | loss: 0.0311491 | val_loss: 0.031163 | Time: 4507.56 ms [2022-04-11 15:17:21 main:574] : INFO : Epoch 1823 | loss: 0.0311481 | val_loss: 0.0311649 | Time: 4519.96 ms [2022-04-11 15:17:25 main:574] : INFO : Epoch 1824 | loss: 0.0311523 | val_loss: 0.0311682 | Time: 4478.76 ms [2022-04-11 15:17:30 main:574] : INFO : Epoch 1825 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 4462.26 ms [2022-04-11 15:17:34 main:574] : INFO : Epoch 1826 | loss: 0.0311484 | val_loss: 0.0311649 | Time: 4451.15 ms [2022-04-11 15:17:39 main:574] : INFO : Epoch 1827 | loss: 0.0311487 | val_loss: 0.0311635 | Time: 4442.83 ms [2022-04-11 15:17:43 main:574] : INFO : Epoch 1828 | loss: 0.0311483 | val_loss: 0.0311633 | Time: 4525.59 ms [2022-04-11 15:17:48 main:574] : INFO : Epoch 1829 | loss: 0.0311469 | val_loss: 0.031166 | Time: 4490.64 ms [2022-04-11 15:17:52 main:574] : INFO : Epoch 1830 | loss: 0.0311466 | val_loss: 0.0311644 | Time: 4450.27 ms [2022-04-11 15:17:57 main:574] : INFO : Epoch 1831 | loss: 0.0311464 | val_loss: 0.0311658 | Time: 4539.81 ms [2022-04-11 15:18:01 main:574] : INFO : Epoch 1832 | loss: 0.031148 | val_loss: 0.0311639 | Time: 4467.23 ms [2022-04-11 15:18:06 main:574] : INFO : Epoch 1833 | loss: 0.031147 | val_loss: 0.0311642 | Time: 4461.18 ms [2022-04-11 15:18:10 main:574] : INFO : Epoch 1834 | loss: 0.0311462 | val_loss: 0.0311676 | Time: 4445.15 ms [2022-04-11 15:18:15 main:574] : INFO : Epoch 1835 | loss: 0.0311464 | val_loss: 0.0311662 | Time: 4492.69 ms [2022-04-11 15:18:19 main:574] : INFO : Epoch 1836 | loss: 0.0311459 | val_loss: 0.031162 | Time: 4443.65 ms [2022-04-11 15:18:24 main:574] : INFO : Epoch 1837 | loss: 0.0311483 | val_loss: 0.0311668 | Time: 4535.43 ms [2022-04-11 15:18:28 main:574] : INFO : Epoch 1838 | loss: 0.0311488 | val_loss: 0.0311677 | Time: 4443.67 ms [2022-04-11 15:18:33 main:574] : INFO : Epoch 1839 | loss: 0.031148 | val_loss: 0.031169 | Time: 4470.27 ms [2022-04-11 15:18:37 main:574] : INFO : Epoch 1840 | loss: 0.0311465 | val_loss: 0.0311686 | Time: 4471.25 ms [2022-04-11 15:18:42 main:574] : INFO : Epoch 1841 | loss: 0.0311458 | val_loss: 0.0311672 | Time: 4445.93 ms [2022-04-11 15:18:46 main:574] : INFO : Epoch 1842 | loss: 0.0311457 | val_loss: 0.0311707 | Time: 4518.98 ms [2022-04-11 15:18:51 main:574] : INFO : Epoch 1843 | loss: 0.0311473 | val_loss: 0.0311625 | Time: 4546.15 ms [2022-04-11 15:18:55 main:574] : INFO : Epoch 1844 | loss: 0.0311568 | val_loss: 0.0311709 | Time: 4448.71 ms [2022-04-11 15:19:00 main:574] : INFO : Epoch 1845 | loss: 0.0311614 | val_loss: 0.0311645 | Time: 4462.13 ms [2022-04-11 15:19:04 main:574] : INFO : Epoch 1846 | loss: 0.0311571 | val_loss: 0.0311612 | Time: 4440.95 ms [2022-04-11 15:19:09 main:574] : INFO : Epoch 1847 | loss: 0.0311571 | val_loss: 0.0311691 | Time: 4442.59 ms [2022-04-11 15:19:13 main:574] : INFO : Epoch 1848 | loss: 0.0311599 | val_loss: 0.0311657 | Time: 4410.04 ms [2022-04-11 15:19:18 main:574] : INFO : Epoch 1849 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 4436.46 ms [2022-04-11 15:19:22 main:574] : INFO : Epoch 1850 | loss: 0.0311551 | val_loss: 0.0311632 | Time: 4476.92 ms [2022-04-11 15:19:27 main:574] : INFO : Epoch 1851 | loss: 0.0311552 | val_loss: 0.0311633 | Time: 4517.87 ms [2022-04-11 15:19:31 main:574] : INFO : Epoch 1852 | loss: 0.0311545 | val_loss: 0.0311656 | Time: 4553.81 ms [2022-04-11 15:19:36 main:574] : INFO : Epoch 1853 | loss: 0.0311535 | val_loss: 0.0311609 | Time: 4503.6 ms [2022-04-11 15:19:40 main:574] : INFO : Epoch 1854 | loss: 0.0311514 | val_loss: 0.0311639 | Time: 4451.45 ms [2022-04-11 15:19:45 main:574] : INFO : Epoch 1855 | loss: 0.0311533 | val_loss: 0.0311634 | Time: 4445.89 ms [2022-04-11 15:19:49 main:574] : INFO : Epoch 1856 | loss: 0.0311561 | val_loss: 0.0311668 | Time: 4491.68 ms [2022-04-11 15:19:54 main:574] : INFO : Epoch 1857 | loss: 0.0311527 | val_loss: 0.0311643 | Time: 4432 ms [2022-04-11 15:19:58 main:574] : INFO : Epoch 1858 | loss: 0.0311512 | val_loss: 0.0311637 | Time: 4453.14 ms [2022-04-11 15:20:03 main:574] : INFO : Epoch 1859 | loss: 0.0311503 | val_loss: 0.0311646 | Time: 4501.73 ms [2022-04-11 15:20:07 main:574] : INFO : Epoch 1860 | loss: 0.0311502 | val_loss: 0.0311642 | Time: 4463.8 ms [2022-04-11 15:20:12 main:574] : INFO : Epoch 1861 | loss: 0.0311498 | val_loss: 0.0311654 | Time: 4506.38 ms [2022-04-11 15:20:16 main:574] : INFO : Epoch 1862 | loss: 0.0311496 | val_loss: 0.0311646 | Time: 4471.53 ms [2022-04-11 15:20:21 main:574] : INFO : Epoch 1863 | loss: 0.0311488 | val_loss: 0.0311616 | Time: 4545.15 ms [2022-04-11 15:20:25 main:574] : INFO : Epoch 1864 | loss: 0.0311506 | val_loss: 0.0311633 | Time: 4640.22 ms [2022-04-11 15:20:30 main:574] : INFO : Epoch 1865 | loss: 0.0311491 | val_loss: 0.031161 | Time: 4497.78 ms [2022-04-11 15:20:34 main:574] : INFO : Epoch 1866 | loss: 0.0311484 | val_loss: 0.0311625 | Time: 4444.36 ms [2022-04-11 15:20:39 main:574] : INFO : Epoch 1867 | loss: 0.0311465 | val_loss: 0.0311607 | Time: 4482.15 ms [2022-04-11 15:20:43 main:574] : INFO : Epoch 1868 | loss: 0.0311455 | val_loss: 0.0311613 | Time: 4448.07 ms [2022-04-11 15:20:48 main:574] : INFO : Epoch 1869 | loss: 0.031146 | val_loss: 0.0311638 | Time: 4446.4 ms [2022-04-11 15:20:52 main:574] : INFO : Epoch 1870 | loss: 0.0311471 | val_loss: 0.0311639 | Time: 4482.87 ms [2022-04-11 15:20:57 main:574] : INFO : Epoch 1871 | loss: 0.0311467 | val_loss: 0.0311633 | Time: 4505.16 ms [2022-04-11 15:21:01 main:574] : INFO : Epoch 1872 | loss: 0.0311468 | val_loss: 0.0311631 | Time: 4490.55 ms [2022-04-11 15:21:06 main:574] : INFO : Epoch 1873 | loss: 0.0311468 | val_loss: 0.0311661 | Time: 4480.53 ms [2022-04-11 15:21:10 main:574] : INFO : Epoch 1874 | loss: 0.0311459 | val_loss: 0.0311614 | Time: 4479.62 ms [2022-04-11 15:21:15 main:574] : INFO : Epoch 1875 | loss: 0.0311455 | val_loss: 0.0311578 | Time: 4559.62 ms [2022-04-11 15:21:19 main:574] : INFO : Epoch 1876 | loss: 0.0311462 | val_loss: 0.0311619 | Time: 4436.44 ms [2022-04-11 15:21:24 main:574] : INFO : Epoch 1877 | loss: 0.0311463 | val_loss: 0.0311637 | Time: 4552.54 ms [2022-04-11 15:21:29 main:574] : INFO : Epoch 1878 | loss: 0.0311456 | val_loss: 0.0311652 | Time: 4715.59 ms [2022-04-11 15:21:33 main:574] : INFO : Epoch 1879 | loss: 0.0311464 | val_loss: 0.0311618 | Time: 4714.38 ms [2022-04-11 15:21:38 main:574] : INFO : Epoch 1880 | loss: 0.0311476 | val_loss: 0.0311643 | Time: 4713.65 ms [2022-04-11 15:21:43 main:574] : INFO : Epoch 1881 | loss: 0.031147 | val_loss: 0.0311636 | Time: 4724.69 ms [2022-04-11 15:21:48 main:574] : INFO : Epoch 1882 | loss: 0.0311464 | val_loss: 0.031163 | Time: 4714.24 ms [2022-04-11 15:21:52 main:574] : INFO : Epoch 1883 | loss: 0.0311465 | val_loss: 0.0311649 | Time: 4674.81 ms [2022-04-11 15:21:57 main:574] : INFO : Epoch 1884 | loss: 0.0311502 | val_loss: 0.0311595 | Time: 4734.72 ms [2022-04-11 15:22:02 main:574] : INFO : Epoch 1885 | loss: 0.0311507 | val_loss: 0.0311676 | Time: 4730 ms [2022-04-11 15:22:06 main:574] : INFO : Epoch 1886 | loss: 0.0311507 | val_loss: 0.0311614 | Time: 4696.83 ms [2022-04-11 15:22:11 main:574] : INFO : Epoch 1887 | loss: 0.0311479 | val_loss: 0.0311651 | Time: 4765.46 ms [2022-04-11 15:22:16 main:574] : INFO : Epoch 1888 | loss: 0.031153 | val_loss: 0.0311667 | Time: 4731.72 ms [2022-04-11 15:22:21 main:574] : INFO : Epoch 1889 | loss: 0.031159 | val_loss: 0.0311667 | Time: 4727.16 ms [2022-04-11 15:22:25 main:574] : INFO : Epoch 1890 | loss: 0.0311549 | val_loss: 0.0311669 | Time: 4688.03 ms [2022-04-11 15:22:30 main:574] : INFO : Epoch 1891 | loss: 0.0311551 | val_loss: 0.0311646 | Time: 4684.42 ms [2022-04-11 15:22:35 main:574] : INFO : Epoch 1892 | loss: 0.0311507 | val_loss: 0.0311625 | Time: 4735.17 ms [2022-04-11 15:22:40 main:574] : INFO : Epoch 1893 | loss: 0.0311516 | val_loss: 0.0311619 | Time: 4693.63 ms [2022-04-11 15:22:44 main:574] : INFO : Epoch 1894 | loss: 0.0311492 | val_loss: 0.0311614 | Time: 4718.06 ms [2022-04-11 15:22:49 main:574] : INFO : Epoch 1895 | loss: 0.0311472 | val_loss: 0.0311608 | Time: 4717.05 ms [2022-04-11 15:22:54 main:574] : INFO : Epoch 1896 | loss: 0.0311462 | val_loss: 0.0311603 | Time: 4752.72 ms [2022-04-11 15:22:59 main:574] : INFO : Epoch 1897 | loss: 0.0311458 | val_loss: 0.0311616 | Time: 4709.13 ms [2022-04-11 15:23:03 main:574] : INFO : Epoch 1898 | loss: 0.0311469 | val_loss: 0.0311629 | Time: 4699.99 ms [2022-04-11 15:23:08 main:574] : INFO : Epoch 1899 | loss: 0.0311472 | val_loss: 0.0311605 | Time: 4713.92 ms [2022-04-11 15:23:13 main:574] : INFO : Epoch 1900 | loss: 0.0311491 | val_loss: 0.0311616 | Time: 4719.18 ms [2022-04-11 15:23:17 main:574] : INFO : Epoch 1901 | loss: 0.0311477 | val_loss: 0.0311604 | Time: 4729.91 ms [2022-04-11 15:23:22 main:574] : INFO : Epoch 1902 | loss: 0.0311462 | val_loss: 0.0311597 | Time: 4731.23 ms [2022-04-11 15:23:27 main:574] : INFO : Epoch 1903 | loss: 0.0311453 | val_loss: 0.0311589 | Time: 4783.34 ms [2022-04-11 15:23:32 main:574] : INFO : Epoch 1904 | loss: 0.031144 | val_loss: 0.0311597 | Time: 4686.6 ms [2022-04-11 15:23:36 main:574] : INFO : Epoch 1905 | loss: 0.0311433 | val_loss: 0.0311584 | Time: 4684.26 ms [2022-04-11 15:23:41 main:574] : INFO : Epoch 1906 | loss: 0.0311448 | val_loss: 0.0311621 | Time: 4692.26 ms [2022-04-11 15:23:46 main:574] : INFO : Epoch 1907 | loss: 0.0311451 | val_loss: 0.0311625 | Time: 4711.57 ms [2022-04-11 15:23:51 main:574] : INFO : Epoch 1908 | loss: 0.0311446 | val_loss: 0.0311639 | Time: 4705.85 ms [2022-04-11 15:23:55 main:574] : INFO : Epoch 1909 | loss: 0.0311457 | val_loss: 0.0311612 | Time: 4698.49 ms [2022-04-11 15:24:00 main:574] : INFO : Epoch 1910 | loss: 0.0311451 | val_loss: 0.0311603 | Time: 4726.66 ms [2022-04-11 15:24:05 main:574] : INFO : Epoch 1911 | loss: 0.031144 | val_loss: 0.0311601 | Time: 4737.89 ms [2022-04-11 15:24:10 main:574] : INFO : Epoch 1912 | loss: 0.0311434 | val_loss: 0.0311614 | Time: 4745.93 ms [2022-04-11 15:24:14 main:574] : INFO : Epoch 1913 | loss: 0.0311447 | val_loss: 0.0311645 | Time: 4651.69 ms [2022-04-11 15:24:19 main:574] : INFO : Epoch 1914 | loss: 0.0311421 | val_loss: 0.0311633 | Time: 4729.56 ms [2022-04-11 15:24:24 main:574] : INFO : Epoch 1915 | loss: 0.0311424 | val_loss: 0.0311604 | Time: 4704.83 ms [2022-04-11 15:24:28 main:574] : INFO : Epoch 1916 | loss: 0.0311421 | val_loss: 0.0311607 | Time: 4713.53 ms [2022-04-11 15:24:33 main:574] : INFO : Epoch 1917 | loss: 0.0311417 | val_loss: 0.031162 | Time: 4962.71 ms [2022-04-11 15:24:38 main:574] : INFO : Epoch 1918 | loss: 0.0311432 | val_loss: 0.0311689 | Time: 4883.42 ms [2022-04-11 15:24:43 main:574] : INFO : Epoch 1919 | loss: 0.0311454 | val_loss: 0.0311599 | Time: 4722.7 ms [2022-04-11 15:24:48 main:574] : INFO : Epoch 1920 | loss: 0.0311425 | val_loss: 0.0311616 | Time: 4688.03 ms [2022-04-11 15:24:52 main:574] : INFO : Epoch 1921 | loss: 0.0311429 | val_loss: 0.031163 | Time: 4733.77 ms [2022-04-11 15:24:57 main:574] : INFO : Epoch 1922 | loss: 0.0311431 | val_loss: 0.0311591 | Time: 4700.82 ms [2022-04-11 15:25:02 main:574] : INFO : Epoch 1923 | loss: 0.0311437 | val_loss: 0.0311607 | Time: 4717 ms [2022-04-11 15:25:07 main:574] : INFO : Epoch 1924 | loss: 0.0311449 | val_loss: 0.0311618 | Time: 4714.78 ms [2022-04-11 15:25:11 main:574] : INFO : Epoch 1925 | loss: 0.0311436 | val_loss: 0.0311612 | Time: 4713.95 ms [2022-04-11 15:25:16 main:574] : INFO : Epoch 1926 | loss: 0.0311438 | val_loss: 0.0311598 | Time: 4676.96 ms [2022-04-11 15:25:21 main:574] : INFO : Epoch 1927 | loss: 0.0311425 | val_loss: 0.0311605 | Time: 4708.51 ms [2022-04-11 15:25:26 main:574] : INFO : Epoch 1928 | loss: 0.0311415 | val_loss: 0.031162 | Time: 4736.04 ms [2022-04-11 15:25:30 main:574] : INFO : Epoch 1929 | loss: 0.0311426 | val_loss: 0.0311606 | Time: 4695.95 ms [2022-04-11 15:25:35 main:574] : INFO : Epoch 1930 | loss: 0.031141 | val_loss: 0.0311611 | Time: 4732.23 ms [2022-04-11 15:25:40 main:574] : INFO : Epoch 1931 | loss: 0.0311414 | val_loss: 0.0311626 | Time: 4734.01 ms [2022-04-11 15:25:45 main:574] : INFO : Epoch 1932 | loss: 0.0311418 | val_loss: 0.0311612 | Time: 4752.57 ms [2022-04-11 15:25:49 main:574] : INFO : Epoch 1933 | loss: 0.0311421 | val_loss: 0.0311591 | Time: 4717.56 ms [2022-04-11 15:25:54 main:574] : INFO : Epoch 1934 | loss: 0.0311417 | val_loss: 0.0311587 | Time: 4712.24 ms [2022-04-11 15:25:59 main:574] : INFO : Epoch 1935 | loss: 0.0311401 | val_loss: 0.0311616 | Time: 4721.92 ms [2022-04-11 15:26:03 main:574] : INFO : Epoch 1936 | loss: 0.031142 | val_loss: 0.031162 | Time: 4717.47 ms [2022-04-11 15:26:08 main:574] : INFO : Epoch 1937 | loss: 0.0311454 | val_loss: 0.0311642 | Time: 4682.33 ms [2022-04-11 15:26:13 main:574] : INFO : Epoch 1938 | loss: 0.0311429 | val_loss: 0.0311576 | Time: 4705.79 ms [2022-04-11 15:26:18 main:574] : INFO : Epoch 1939 | loss: 0.0311427 | val_loss: 0.0311571 | Time: 4693.49 ms [2022-04-11 15:26:22 main:574] : INFO : Epoch 1940 | loss: 0.0311425 | val_loss: 0.0311567 | Time: 4689.68 ms [2022-04-11 15:26:27 main:574] : INFO : Epoch 1941 | loss: 0.031142 | val_loss: 0.0311578 | Time: 4740.1 ms [2022-04-11 15:26:32 main:574] : INFO : Epoch 1942 | loss: 0.0311427 | val_loss: 0.0311586 | Time: 4738.64 ms [2022-04-11 15:26:36 main:574] : INFO : Epoch 1943 | loss: 0.0311424 | val_loss: 0.0311607 | Time: 4724.01 ms [2022-04-11 15:26:41 main:574] : INFO : Epoch 1944 | loss: 0.0311438 | val_loss: 0.0311576 | Time: 4719.05 ms [2022-04-11 15:26:46 main:574] : INFO : Epoch 1945 | loss: 0.0311449 | val_loss: 0.0311657 | Time: 4713.68 ms [2022-04-11 15:26:51 main:574] : INFO : Epoch 1946 | loss: 0.0311459 | val_loss: 0.0311607 | Time: 4689.12 ms [2022-04-11 15:26:55 main:574] : INFO : Epoch 1947 | loss: 0.0311392 | val_loss: 0.0311598 | Time: 4692.22 ms [2022-04-11 15:27:00 main:574] : INFO : Epoch 1948 | loss: 0.0311382 | val_loss: 0.0311601 | Time: 4716.23 ms [2022-04-11 15:27:05 main:574] : INFO : Epoch 1949 | loss: 0.0311383 | val_loss: 0.0311618 | Time: 4707.77 ms [2022-04-11 15:27:10 main:574] : INFO : Epoch 1950 | loss: 0.0311394 | val_loss: 0.0311621 | Time: 4730.45 ms [2022-04-11 15:27:14 main:574] : INFO : Epoch 1951 | loss: 0.0311418 | val_loss: 0.0311579 | Time: 4684.35 ms [2022-04-11 15:27:19 main:574] : INFO : Epoch 1952 | loss: 0.0311399 | val_loss: 0.0311578 | Time: 4709.94 ms [2022-04-11 15:27:24 main:574] : INFO : Epoch 1953 | loss: 0.0311388 | val_loss: 0.0311604 | Time: 4740.18 ms [2022-04-11 15:27:28 main:574] : INFO : Epoch 1954 | loss: 0.0311392 | val_loss: 0.0311596 | Time: 4713.21 ms [2022-04-11 15:27:33 main:574] : INFO : Epoch 1955 | loss: 0.0311376 | val_loss: 0.031161 | Time: 4692.26 ms [2022-04-11 15:27:38 main:574] : INFO : Epoch 1956 | loss: 0.0311374 | val_loss: 0.0311643 | Time: 4687.52 ms [2022-04-11 15:27:43 main:574] : INFO : Epoch 1957 | loss: 0.0311441 | val_loss: 0.0311661 | Time: 4708.08 ms [2022-04-11 15:27:47 main:574] : INFO : Epoch 1958 | loss: 0.0311492 | val_loss: 0.0311639 | Time: 4708.36 ms [2022-04-11 15:27:52 main:574] : INFO : Epoch 1959 | loss: 0.0311456 | val_loss: 0.0311614 | Time: 4688.39 ms [2022-04-11 15:27:57 main:574] : INFO : Epoch 1960 | loss: 0.031144 | val_loss: 0.0311638 | Time: 4777.99 ms [2022-04-11 15:28:02 main:574] : INFO : Epoch 1961 | loss: 0.031144 | val_loss: 0.0311644 | Time: 4751.06 ms [2022-04-11 15:28:06 main:574] : INFO : Epoch 1962 | loss: 0.0311448 | val_loss: 0.0311612 | Time: 4713.29 ms [2022-04-11 15:28:11 main:574] : INFO : Epoch 1963 | loss: 0.0311434 | val_loss: 0.0311613 | Time: 4673.91 ms [2022-04-11 15:28:16 main:574] : INFO : Epoch 1964 | loss: 0.0311422 | val_loss: 0.0311664 | Time: 4728.37 ms [2022-04-11 15:28:20 main:574] : INFO : Epoch 1965 | loss: 0.0311487 | val_loss: 0.0311672 | Time: 4685.33 ms [2022-04-11 15:28:25 main:574] : INFO : Epoch 1966 | loss: 0.0311437 | val_loss: 0.0311676 | Time: 4706.23 ms [2022-04-11 15:28:30 main:574] : INFO : Epoch 1967 | loss: 0.0311436 | val_loss: 0.0311758 | Time: 4736.41 ms [2022-04-11 15:28:35 main:574] : INFO : Epoch 1968 | loss: 0.0311455 | val_loss: 0.0311668 | Time: 4736.55 ms [2022-04-11 15:28:39 main:574] : INFO : Epoch 1969 | loss: 0.0311478 | val_loss: 0.0311657 | Time: 4665.8 ms [2022-04-11 15:28:44 main:574] : INFO : Epoch 1970 | loss: 0.0311456 | val_loss: 0.0311643 | Time: 4705.39 ms [2022-04-11 15:28:49 main:574] : INFO : Epoch 1971 | loss: 0.0311445 | val_loss: 0.0311643 | Time: 4719.12 ms [2022-04-11 15:28:54 main:574] : INFO : Epoch 1972 | loss: 0.0311426 | val_loss: 0.0311643 | Time: 4762.96 ms [2022-04-11 15:28:58 main:574] : INFO : Epoch 1973 | loss: 0.0311448 | val_loss: 0.0311646 | Time: 4727.88 ms [2022-04-11 15:29:03 main:574] : INFO : Epoch 1974 | loss: 0.0311472 | val_loss: 0.0311626 | Time: 4697.47 ms [2022-04-11 15:29:08 main:574] : INFO : Epoch 1975 | loss: 0.0311454 | val_loss: 0.0311619 | Time: 4703.53 ms [2022-04-11 15:29:12 main:574] : INFO : Epoch 1976 | loss: 0.0311483 | val_loss: 0.0311653 | Time: 4688.02 ms [2022-04-11 15:29:17 main:574] : INFO : Epoch 1977 | loss: 0.0311494 | val_loss: 0.0311593 | Time: 4732.74 ms [2022-04-11 15:29:22 main:574] : INFO : Epoch 1978 | loss: 0.031147 | val_loss: 0.0311596 | Time: 4774.1 ms [2022-04-11 15:29:27 main:574] : INFO : Epoch 1979 | loss: 0.0311481 | val_loss: 0.0311639 | Time: 4745.75 ms [2022-04-11 15:29:31 main:574] : INFO : Epoch 1980 | loss: 0.0311495 | val_loss: 0.0311682 | Time: 4690.59 ms [2022-04-11 15:29:36 main:574] : INFO : Epoch 1981 | loss: 0.0311524 | val_loss: 0.0311672 | Time: 4780.64 ms [2022-04-11 15:29:41 main:574] : INFO : Epoch 1982 | loss: 0.0311479 | val_loss: 0.0311608 | Time: 4713.52 ms [2022-04-11 15:29:46 main:574] : INFO : Epoch 1983 | loss: 0.0311469 | val_loss: 0.031163 | Time: 4732.45 ms [2022-04-11 15:29:50 main:574] : INFO : Epoch 1984 | loss: 0.0311453 | val_loss: 0.0311634 | Time: 4710.57 ms [2022-04-11 15:29:55 main:574] : INFO : Epoch 1985 | loss: 0.0311445 | val_loss: 0.0311631 | Time: 4683.72 ms [2022-04-11 15:30:00 main:574] : INFO : Epoch 1986 | loss: 0.0311448 | val_loss: 0.0311588 | Time: 4750.19 ms [2022-04-11 15:30:05 main:574] : INFO : Epoch 1987 | loss: 0.0311432 | val_loss: 0.0311613 | Time: 4696.48 ms [2022-04-11 15:30:09 main:574] : INFO : Epoch 1988 | loss: 0.0311438 | val_loss: 0.0311604 | Time: 4702.07 ms [2022-04-11 15:30:14 main:574] : INFO : Epoch 1989 | loss: 0.0311473 | val_loss: 0.0311642 | Time: 4772.87 ms [2022-04-11 15:30:19 main:574] : INFO : Epoch 1990 | loss: 0.0311474 | val_loss: 0.0311647 | Time: 4708.46 ms [2022-04-11 15:30:24 main:574] : INFO : Epoch 1991 | loss: 0.0311466 | val_loss: 0.0311631 | Time: 4731.81 ms [2022-04-11 15:30:28 main:574] : INFO : Epoch 1992 | loss: 0.0311464 | val_loss: 0.0311612 | Time: 4726.74 ms [2022-04-11 15:30:33 main:574] : INFO : Epoch 1993 | loss: 0.0311462 | val_loss: 0.0311599 | Time: 4669.41 ms [2022-04-11 15:30:38 main:574] : INFO : Epoch 1994 | loss: 0.0311434 | val_loss: 0.0311617 | Time: 4675.48 ms [2022-04-11 15:30:42 main:574] : INFO : Epoch 1995 | loss: 0.0311431 | val_loss: 0.0311619 | Time: 4707.9 ms [2022-04-11 15:30:47 main:574] : INFO : Epoch 1996 | loss: 0.0311435 | val_loss: 0.0311612 | Time: 4726.56 ms [2022-04-11 15:30:52 main:574] : INFO : Epoch 1997 | loss: 0.0311436 | val_loss: 0.0311641 | Time: 4701.93 ms [2022-04-11 15:30:57 main:574] : INFO : Epoch 1998 | loss: 0.031151 | val_loss: 0.0311609 | Time: 4704.1 ms [2022-04-11 15:31:01 main:574] : INFO : Epoch 1999 | loss: 0.0311497 | val_loss: 0.0311631 | Time: 4709.18 ms [2022-04-11 15:31:06 main:574] : INFO : Epoch 2000 | loss: 0.0311492 | val_loss: 0.0311637 | Time: 4706.28 ms [2022-04-11 15:31:11 main:574] : INFO : Epoch 2001 | loss: 0.0311532 | val_loss: 0.0311613 | Time: 4719.75 ms [2022-04-11 15:31:15 main:574] : INFO : Epoch 2002 | loss: 0.0311535 | val_loss: 0.0311652 | Time: 4686.31 ms [2022-04-11 15:31:20 main:574] : INFO : Epoch 2003 | loss: 0.0311509 | val_loss: 0.0311584 | Time: 4678.77 ms [2022-04-11 15:31:25 main:574] : INFO : Epoch 2004 | loss: 0.0311488 | val_loss: 0.0311642 | Time: 4734 ms [2022-04-11 15:31:30 main:574] : INFO : Epoch 2005 | loss: 0.0311478 | val_loss: 0.0311604 | Time: 4707.05 ms [2022-04-11 15:31:34 main:574] : INFO : Epoch 2006 | loss: 0.0311463 | val_loss: 0.0311601 | Time: 4709.25 ms [2022-04-11 15:31:39 main:574] : INFO : Epoch 2007 | loss: 0.0311457 | val_loss: 0.0311609 | Time: 4702.76 ms [2022-04-11 15:31:44 main:574] : INFO : Epoch 2008 | loss: 0.0311454 | val_loss: 0.0311604 | Time: 4738.76 ms [2022-04-11 15:31:49 main:574] : INFO : Epoch 2009 | loss: 0.0311452 | val_loss: 0.0311605 | Time: 4716.01 ms [2022-04-11 15:31:53 main:574] : INFO : Epoch 2010 | loss: 0.0311456 | val_loss: 0.0311626 | Time: 4730.59 ms [2022-04-11 15:31:58 main:574] : INFO : Epoch 2011 | loss: 0.0311442 | val_loss: 0.0311596 | Time: 4676.7 ms [2022-04-11 15:32:03 main:574] : INFO : Epoch 2012 | loss: 0.0311451 | val_loss: 0.0311728 | Time: 4708.8 ms [2022-04-11 15:32:07 main:574] : INFO : Epoch 2013 | loss: 0.0311459 | val_loss: 0.0311601 | Time: 4754.08 ms [2022-04-11 15:32:12 main:574] : INFO : Epoch 2014 | loss: 0.0311429 | val_loss: 0.0311603 | Time: 4713.58 ms [2022-04-11 15:32:17 main:574] : INFO : Epoch 2015 | loss: 0.0311437 | val_loss: 0.0311604 | Time: 4699.52 ms [2022-04-11 15:32:22 main:574] : INFO : Epoch 2016 | loss: 0.0311416 | val_loss: 0.0311642 | Time: 4741.42 ms [2022-04-11 15:32:26 main:574] : INFO : Epoch 2017 | loss: 0.031143 | val_loss: 0.0311589 | Time: 4699.46 ms [2022-04-11 15:32:31 main:574] : INFO : Epoch 2018 | loss: 0.031141 | val_loss: 0.0311612 | Time: 4692.49 ms [2022-04-11 15:32:36 main:574] : INFO : Epoch 2019 | loss: 0.0311455 | val_loss: 0.0311606 | Time: 4714.24 ms [2022-04-11 15:32:41 main:574] : INFO : Epoch 2020 | loss: 0.0311417 | val_loss: 0.0311604 | Time: 4714.82 ms [2022-04-11 15:32:45 main:574] : INFO : Epoch 2021 | loss: 0.0311412 | val_loss: 0.0311638 | Time: 4705.65 ms [2022-04-11 15:32:50 main:574] : INFO : Epoch 2022 | loss: 0.031141 | val_loss: 0.0311604 | Time: 4735.81 ms [2022-04-11 15:32:55 main:574] : INFO : Epoch 2023 | loss: 0.0311404 | val_loss: 0.0311621 | Time: 4753.56 ms [2022-04-11 15:33:00 main:574] : INFO : Epoch 2024 | loss: 0.0311409 | val_loss: 0.0311603 | Time: 4731.22 ms [2022-04-11 15:33:04 main:574] : INFO : Epoch 2025 | loss: 0.0311412 | val_loss: 0.031164 | Time: 4725.12 ms [2022-04-11 15:33:09 main:574] : INFO : Epoch 2026 | loss: 0.0311408 | val_loss: 0.0311611 | Time: 4760.68 ms [2022-04-11 15:33:14 main:574] : INFO : Epoch 2027 | loss: 0.0311397 | val_loss: 0.0311624 | Time: 4709.52 ms [2022-04-11 15:33:19 main:574] : INFO : Epoch 2028 | loss: 0.0311393 | val_loss: 0.0311654 | Time: 4718.75 ms [2022-04-11 15:33:23 main:574] : INFO : Epoch 2029 | loss: 0.0311396 | val_loss: 0.0311642 | Time: 4690.97 ms [2022-04-11 15:33:28 main:574] : INFO : Epoch 2030 | loss: 0.0311399 | val_loss: 0.0311601 | Time: 4735.19 ms [2022-04-11 15:33:33 main:574] : INFO : Epoch 2031 | loss: 0.0311387 | val_loss: 0.0311651 | Time: 4720.1 ms [2022-04-11 15:33:38 main:574] : INFO : Epoch 2032 | loss: 0.0311393 | val_loss: 0.0311603 | Time: 4725.45 ms [2022-04-11 15:33:42 main:574] : INFO : Epoch 2033 | loss: 0.0311378 | val_loss: 0.0311596 | Time: 4660.14 ms [2022-04-11 15:33:47 main:574] : INFO : Epoch 2034 | loss: 0.031138 | val_loss: 0.0311601 | Time: 4720.74 ms [2022-04-11 15:33:52 main:574] : INFO : Epoch 2035 | loss: 0.0311383 | val_loss: 0.0311605 | Time: 4765.6 ms [2022-04-11 15:33:57 main:574] : INFO : Epoch 2036 | loss: 0.0311406 | val_loss: 0.0311602 | Time: 4701.75 ms [2022-04-11 15:34:01 main:574] : INFO : Epoch 2037 | loss: 0.0311408 | val_loss: 0.0311605 | Time: 4761 ms [2022-04-11 15:34:06 main:574] : INFO : Epoch 2038 | loss: 0.0311388 | val_loss: 0.0311635 | Time: 4709.9 ms [2022-04-11 15:34:11 main:574] : INFO : Epoch 2039 | loss: 0.03114 | val_loss: 0.0311597 | Time: 4708.28 ms [2022-04-11 15:34:16 main:574] : INFO : Epoch 2040 | loss: 0.0311397 | val_loss: 0.0311605 | Time: 4707.31 ms [2022-04-11 15:34:20 main:574] : INFO : Epoch 2041 | loss: 0.0311392 | val_loss: 0.0311585 | Time: 4697.52 ms [2022-04-11 15:34:25 main:574] : INFO : Epoch 2042 | loss: 0.0311379 | val_loss: 0.0311598 | Time: 4725.81 ms [2022-04-11 15:34:30 main:574] : INFO : Epoch 2043 | loss: 0.0311378 | val_loss: 0.0311594 | Time: 4716.4 ms [2022-04-11 15:34:34 main:574] : INFO : Epoch 2044 | loss: 0.0311376 | val_loss: 0.0311599 | Time: 4717.63 ms [2022-04-11 15:34:39 main:574] : INFO : Epoch 2045 | loss: 0.0311374 | val_loss: 0.0311585 | Time: 4719.22 ms [2022-04-11 15:34:44 main:574] : INFO : Epoch 2046 | loss: 0.0311357 | val_loss: 0.0311574 | Time: 4717.48 ms [2022-04-11 15:34:49 main:574] : INFO : Epoch 2047 | loss: 0.0311366 | val_loss: 0.0311581 | Time: 4687.24 ms [2022-04-11 15:34:53 main:574] : INFO : Epoch 2048 | loss: 0.031138 | val_loss: 0.0311589 | Time: 4680.42 ms [2022-04-11 15:34:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311589 [2022-04-11 15:34:53 main:603] : INFO : Saving end state to config to file [2022-04-11 15:34:53 main:608] : INFO : Success, exiting.. 15:34:53 (11668): 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)