Task 7655013
| Name | ParityModified-1631735606-16658-1_1 |
| Workunit | 5132038 |
| Created | 27 Sep 2021, 19:10:36 UTC |
| Sent | 27 Sep 2021, 19:51:05 UTC |
| Report deadline | 4 Oct 2021, 19:51:05 UTC |
| Received | 28 Sep 2021, 2:31:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6200 |
| Run time | 1 hours 40 min 38 sec |
| CPU time | 1 hours 36 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 796.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311574 | val_loss: 0.0311648 | Time: 2862.14 ms [2021-09-27 17:48:33 main:574] : INFO : Epoch 1543 | loss: 0.0311565 | val_loss: 0.0311634 | Time: 2882.47 ms [2021-09-27 17:48:36 main:574] : INFO : Epoch 1544 | loss: 0.0311569 | val_loss: 0.0311642 | Time: 2848.53 ms [2021-09-27 17:48:39 main:574] : INFO : Epoch 1545 | loss: 0.0311573 | val_loss: 0.0311648 | Time: 2850.83 ms [2021-09-27 17:48:42 main:574] : INFO : Epoch 1546 | loss: 0.0311565 | val_loss: 0.0311637 | Time: 2848.13 ms [2021-09-27 17:48:45 main:574] : INFO : Epoch 1547 | loss: 0.0311569 | val_loss: 0.0311643 | Time: 2842.46 ms [2021-09-27 17:48:48 main:574] : INFO : Epoch 1548 | loss: 0.0311555 | val_loss: 0.0311642 | Time: 2858.81 ms [2021-09-27 17:48:51 main:574] : INFO : Epoch 1549 | loss: 0.0311576 | val_loss: 0.0311645 | Time: 2854.57 ms [2021-09-27 17:48:54 main:574] : INFO : Epoch 1550 | loss: 0.031157 | val_loss: 0.0311637 | Time: 2847.08 ms [2021-09-27 17:48:57 main:574] : INFO : Epoch 1551 | loss: 0.0311558 | val_loss: 0.0311661 | Time: 2849.02 ms [2021-09-27 17:49:00 main:574] : INFO : Epoch 1552 | loss: 0.0311576 | val_loss: 0.0311625 | Time: 2863.08 ms [2021-09-27 17:49:03 main:574] : INFO : Epoch 1553 | loss: 0.0311555 | val_loss: 0.031162 | Time: 2882.66 ms [2021-09-27 17:49:06 main:574] : INFO : Epoch 1554 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 2860.93 ms [2021-09-27 17:49:19 main:574] : INFO : Epoch 1555 | loss: 0.0311553 | val_loss: 0.0311629 | Time: 12936.3 ms [2021-09-27 17:49:22 main:574] : INFO : Epoch 1556 | loss: 0.0311554 | val_loss: 0.0311627 | Time: 2847.07 ms [2021-09-27 17:49:24 main:574] : INFO : Epoch 1557 | loss: 0.0311564 | val_loss: 0.0311624 | Time: 2852.73 ms [2021-09-27 17:49:27 main:574] : INFO : Epoch 1558 | loss: 0.0311556 | val_loss: 0.0311625 | Time: 2866.27 ms [2021-09-27 17:49:40 main:574] : INFO : Epoch 1559 | loss: 0.0311558 | val_loss: 0.0311634 | Time: 12798.4 ms [2021-09-27 17:49:43 main:574] : INFO : Epoch 1560 | loss: 0.031158 | val_loss: 0.0311635 | Time: 2845.72 ms [2021-09-27 17:49:46 main:574] : INFO : Epoch 1561 | loss: 0.0311578 | val_loss: 0.0311624 | Time: 2882.17 ms [2021-09-27 17:49:49 main:574] : INFO : Epoch 1562 | loss: 0.0311553 | val_loss: 0.0311622 | Time: 2848.98 ms [2021-09-27 17:49:52 main:574] : INFO : Epoch 1563 | loss: 0.0311552 | val_loss: 0.0311648 | Time: 2847.85 ms [2021-09-27 17:49:55 main:574] : INFO : Epoch 1564 | loss: 0.0311574 | val_loss: 0.0311647 | Time: 2846.3 ms [2021-09-27 17:49:58 main:574] : INFO : Epoch 1565 | loss: 0.0311582 | val_loss: 0.0311633 | Time: 2849.07 ms [2021-09-27 17:50:21 main:574] : INFO : Epoch 1566 | loss: 0.0311578 | val_loss: 0.0311622 | Time: 22919.7 ms [2021-09-27 17:50:24 main:574] : INFO : Epoch 1567 | loss: 0.0311555 | val_loss: 0.0311622 | Time: 2851.84 ms [2021-09-27 17:50:27 main:574] : INFO : Epoch 1568 | loss: 0.0311562 | val_loss: 0.0311622 | Time: 2843.58 ms [2021-09-27 17:50:30 main:574] : INFO : Epoch 1569 | loss: 0.0311562 | val_loss: 0.0311629 | Time: 2856.1 ms [2021-09-27 17:50:33 main:574] : INFO : Epoch 1570 | loss: 0.0311565 | val_loss: 0.0311651 | Time: 2855.29 ms [2021-09-27 17:50:36 main:574] : INFO : Epoch 1571 | loss: 0.0311574 | val_loss: 0.031165 | Time: 2851.02 ms [2021-09-27 17:50:39 main:574] : INFO : Epoch 1572 | loss: 0.0311557 | val_loss: 0.0311637 | Time: 2861.48 ms [2021-09-27 17:50:42 main:574] : INFO : Epoch 1573 | loss: 0.0311574 | val_loss: 0.0311631 | Time: 2843.27 ms [2021-09-27 17:50:45 main:574] : INFO : Epoch 1574 | loss: 0.0311558 | val_loss: 0.0311642 | Time: 2847.56 ms [2021-09-27 17:50:48 main:574] : INFO : Epoch 1575 | loss: 0.0311558 | val_loss: 0.0311629 | Time: 2846.16 ms [2021-09-27 17:50:51 main:574] : INFO : Epoch 1576 | loss: 0.0311558 | val_loss: 0.0311624 | Time: 2859.54 ms [2021-09-27 17:50:54 main:574] : INFO : Epoch 1577 | loss: 0.0311558 | val_loss: 0.0311622 | Time: 2850.39 ms [2021-09-27 17:50:56 main:574] : INFO : Epoch 1578 | loss: 0.0311562 | val_loss: 0.031166 | Time: 2844.33 ms [2021-09-27 17:50:59 main:574] : INFO : Epoch 1579 | loss: 0.0311566 | val_loss: 0.0311625 | Time: 2849.92 ms [2021-09-27 17:51:02 main:574] : INFO : Epoch 1580 | loss: 0.0311558 | val_loss: 0.0311621 | Time: 2881.54 ms [2021-09-27 17:51:05 main:574] : INFO : Epoch 1581 | loss: 0.0311564 | val_loss: 0.0311641 | Time: 2887.82 ms [2021-09-27 17:51:08 main:574] : INFO : Epoch 1582 | loss: 0.0311568 | val_loss: 0.031164 | Time: 2898.33 ms [2021-09-27 17:51:21 main:574] : INFO : Epoch 1583 | loss: 0.0311557 | val_loss: 0.0311622 | Time: 12897.7 ms [2021-09-27 17:51:24 main:574] : INFO : Epoch 1584 | loss: 0.031156 | val_loss: 0.0311638 | Time: 2847.45 ms [2021-09-27 17:51:27 main:574] : INFO : Epoch 1585 | loss: 0.0311554 | val_loss: 0.0311623 | Time: 2849.1 ms [2021-09-27 17:51:30 main:574] : INFO : Epoch 1586 | loss: 0.0311554 | val_loss: 0.0311629 | Time: 2895.19 ms [2021-09-27 17:51:33 main:574] : INFO : Epoch 1587 | loss: 0.0311554 | val_loss: 0.0311627 | Time: 2873.36 ms [2021-09-27 17:51:36 main:574] : INFO : Epoch 1588 | loss: 0.031156 | val_loss: 0.0311657 | Time: 2844.98 ms [2021-09-27 17:51:39 main:574] : INFO : Epoch 1589 | loss: 0.0311564 | val_loss: 0.0311632 | Time: 2845.51 ms [2021-09-27 17:51:42 main:574] : INFO : Epoch 1590 | loss: 0.0311556 | val_loss: 0.0311627 | Time: 2845.98 ms [2021-09-27 17:51:45 main:574] : INFO : Epoch 1591 | loss: 0.031158 | val_loss: 0.0311687 | Time: 2848.13 ms [2021-09-27 17:51:48 main:574] : INFO : Epoch 1592 | loss: 0.0311593 | val_loss: 0.031166 | Time: 2852.84 ms [2021-09-27 17:51:51 main:574] : INFO : Epoch 1593 | loss: 0.0311581 | val_loss: 0.0311654 | Time: 2869.83 ms [2021-09-27 17:51:54 main:574] : INFO : Epoch 1594 | loss: 0.0311565 | val_loss: 0.0311623 | Time: 2873.22 ms [2021-09-27 17:51:56 main:574] : INFO : Epoch 1595 | loss: 0.0311556 | val_loss: 0.0311622 | Time: 2855.38 ms [2021-09-27 17:52:19 main:574] : INFO : Epoch 1596 | loss: 0.0311556 | val_loss: 0.0311627 | Time: 22899.4 ms [2021-09-27 17:52:22 main:574] : INFO : Epoch 1597 | loss: 0.0311573 | val_loss: 0.0311649 | Time: 2843.52 ms [2021-09-27 17:52:25 main:574] : INFO : Epoch 1598 | loss: 0.0311569 | val_loss: 0.0311631 | Time: 2841.03 ms [2021-09-27 17:52:28 main:574] : INFO : Epoch 1599 | loss: 0.0311561 | val_loss: 0.0311625 | Time: 2848.54 ms [2021-09-27 17:52:31 main:574] : INFO : Epoch 1600 | loss: 0.0311565 | val_loss: 0.0311623 | Time: 2846.64 ms [2021-09-27 17:52:34 main:574] : INFO : Epoch 1601 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 2848.31 ms [2021-09-27 17:52:37 main:574] : INFO : Epoch 1602 | loss: 0.0311557 | val_loss: 0.0311626 | Time: 2849.59 ms [2021-09-27 17:52:40 main:574] : INFO : Epoch 1603 | loss: 0.0311558 | val_loss: 0.0311629 | Time: 2843.66 ms [2021-09-27 17:52:43 main:574] : INFO : Epoch 1604 | loss: 0.0311554 | val_loss: 0.0311628 | Time: 2843.43 ms [2021-09-27 17:52:45 main:574] : INFO : Epoch 1605 | loss: 0.0311552 | val_loss: 0.0311625 | Time: 2843.9 ms [2021-09-27 17:52:48 main:574] : INFO : Epoch 1606 | loss: 0.0311564 | val_loss: 0.0311632 | Time: 2855.44 ms [2021-09-27 17:52:51 main:574] : INFO : Epoch 1607 | loss: 0.0311568 | val_loss: 0.0311673 | Time: 2887.74 ms [2021-09-27 17:52:54 main:574] : INFO : Epoch 1608 | loss: 0.0311578 | val_loss: 0.0311628 | Time: 2868.3 ms [2021-09-27 17:52:57 main:574] : INFO : Epoch 1609 | loss: 0.0311565 | val_loss: 0.0311656 | Time: 2844.09 ms [2021-09-27 17:53:00 main:574] : INFO : Epoch 1610 | loss: 0.031156 | val_loss: 0.0311642 | Time: 2863.25 ms [2021-09-27 17:53:03 main:574] : INFO : Epoch 1611 | loss: 0.0311559 | val_loss: 0.0311622 | Time: 2860.05 ms [2021-09-27 17:53:06 main:574] : INFO : Epoch 1612 | loss: 0.0311561 | val_loss: 0.031163 | Time: 2867.66 ms [2021-09-27 17:53:19 main:574] : INFO : Epoch 1613 | loss: 0.0311569 | val_loss: 0.0311639 | Time: 12879.4 ms [2021-09-27 17:53:22 main:574] : INFO : Epoch 1614 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 2868.87 ms [2021-09-27 17:53:25 main:574] : INFO : Epoch 1615 | loss: 0.0311578 | val_loss: 0.0311654 | Time: 2844.08 ms [2021-09-27 17:53:28 main:574] : INFO : Epoch 1616 | loss: 0.0311568 | val_loss: 0.0311629 | Time: 2845.7 ms [2021-09-27 17:53:31 main:574] : INFO : Epoch 1617 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 2846.05 ms [2021-09-27 17:53:34 main:574] : INFO : Epoch 1618 | loss: 0.0311563 | val_loss: 0.0311645 | Time: 2856.12 ms [2021-09-27 17:53:37 main:574] : INFO : Epoch 1619 | loss: 0.0311563 | val_loss: 0.0311624 | Time: 2846.74 ms [2021-09-27 17:53:50 main:574] : INFO : Epoch 1620 | loss: 0.031157 | val_loss: 0.0311645 | Time: 12770.2 ms [2021-09-27 17:53:53 main:574] : INFO : Epoch 1621 | loss: 0.0311573 | val_loss: 0.0311648 | Time: 2854.43 ms [2021-09-27 17:53:56 main:574] : INFO : Epoch 1622 | loss: 0.0311565 | val_loss: 0.0311634 | Time: 2848.19 ms [2021-09-27 17:53:59 main:574] : INFO : Epoch 1623 | loss: 0.0311574 | val_loss: 0.0311655 | Time: 2845.64 ms [2021-09-27 17:54:02 main:574] : INFO : Epoch 1624 | loss: 0.0311614 | val_loss: 0.0311678 | Time: 2902.87 ms [2021-09-27 17:54:05 main:574] : INFO : Epoch 1625 | loss: 0.0311582 | val_loss: 0.0311636 | Time: 2877.75 ms [2021-09-27 17:54:08 main:574] : INFO : Epoch 1626 | loss: 0.0311584 | val_loss: 0.0311646 | Time: 2855.66 ms [2021-09-27 17:54:20 main:574] : INFO : Epoch 1627 | loss: 0.0311564 | val_loss: 0.0311631 | Time: 12794.9 ms [2021-09-27 17:54:24 main:574] : INFO : Epoch 1628 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 2845.21 ms [2021-09-27 17:54:27 main:574] : INFO : Epoch 1629 | loss: 0.0311565 | val_loss: 0.0311622 | Time: 2846.64 ms [2021-09-27 17:54:29 main:574] : INFO : Epoch 1630 | loss: 0.0311563 | val_loss: 0.0311636 | Time: 2847.67 ms [2021-09-27 17:54:32 main:574] : INFO : Epoch 1631 | loss: 0.0311557 | val_loss: 0.0311628 | Time: 2848.75 ms [2021-09-27 17:54:35 main:574] : INFO : Epoch 1632 | loss: 0.0311561 | val_loss: 0.0311644 | Time: 2854.88 ms [2021-09-27 17:54:38 main:574] : INFO : Epoch 1633 | loss: 0.0311564 | val_loss: 0.0311629 | Time: 2855.12 ms [2021-09-27 17:55:01 main:574] : INFO : Epoch 1634 | loss: 0.031156 | val_loss: 0.0311619 | Time: 22843.6 ms [2021-09-27 17:55:04 main:574] : INFO : Epoch 1635 | loss: 0.0311553 | val_loss: 0.0311628 | Time: 2884.6 ms [2021-09-27 17:55:07 main:574] : INFO : Epoch 1636 | loss: 0.0311559 | val_loss: 0.0311625 | Time: 2879.9 ms [2021-09-27 17:55:20 main:574] : INFO : Epoch 1637 | loss: 0.0311552 | val_loss: 0.0311618 | Time: 12864.1 ms [2021-09-27 17:55:23 main:574] : INFO : Epoch 1638 | loss: 0.0311556 | val_loss: 0.0311624 | Time: 2843.38 ms [2021-09-27 17:55:26 main:574] : INFO : Epoch 1639 | loss: 0.0311562 | val_loss: 0.0311647 | Time: 2843.59 ms [2021-09-27 17:55:29 main:574] : INFO : Epoch 1640 | loss: 0.0311563 | val_loss: 0.0311628 | Time: 2846.97 ms [2021-09-27 17:55:32 main:574] : INFO : Epoch 1641 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 2846.41 ms [2021-09-27 17:55:34 main:574] : INFO : Epoch 1642 | loss: 0.0311553 | val_loss: 0.0311626 | Time: 2849.07 ms [2021-09-27 17:55:37 main:574] : INFO : Epoch 1643 | loss: 0.0311561 | val_loss: 0.0311624 | Time: 2849.74 ms [2021-09-27 17:55:40 main:574] : INFO : Epoch 1644 | loss: 0.0311566 | val_loss: 0.0311635 | Time: 2843.76 ms [2021-09-27 17:55:43 main:574] : INFO : Epoch 1645 | loss: 0.0311557 | val_loss: 0.0311626 | Time: 2846.74 ms [2021-09-27 17:55:46 main:574] : INFO : Epoch 1646 | loss: 0.0311565 | val_loss: 0.0311639 | Time: 2847.3 ms [2021-09-27 17:55:49 main:574] : INFO : Epoch 1647 | loss: 0.0311556 | val_loss: 0.031163 | Time: 2859.24 ms [2021-09-27 17:55:52 main:574] : INFO : Epoch 1648 | loss: 0.0311569 | val_loss: 0.0311632 | Time: 2871.47 ms [2021-09-27 17:55:55 main:574] : INFO : Epoch 1649 | loss: 0.031156 | val_loss: 0.0311621 | Time: 2845.19 ms [2021-09-27 17:55:58 main:574] : INFO : Epoch 1650 | loss: 0.0311553 | val_loss: 0.0311628 | Time: 2843.64 ms [2021-09-27 17:56:01 main:574] : INFO : Epoch 1651 | loss: 0.0311555 | val_loss: 0.0311622 | Time: 2858.05 ms [2021-09-27 17:56:04 main:574] : INFO : Epoch 1652 | loss: 0.0311556 | val_loss: 0.031162 | Time: 2896.77 ms [2021-09-27 17:56:07 main:574] : INFO : Epoch 1653 | loss: 0.0311554 | val_loss: 0.0311624 | Time: 2890.97 ms [2021-09-27 17:56:20 main:574] : INFO : Epoch 1654 | loss: 0.0311563 | val_loss: 0.0311626 | Time: 12802.3 ms [2021-09-27 17:56:23 main:574] : INFO : Epoch 1655 | loss: 0.0311578 | val_loss: 0.0311662 | Time: 2849.66 ms [2021-09-27 17:56:26 main:574] : INFO : Epoch 1656 | loss: 0.0311569 | val_loss: 0.0311634 | Time: 2859.13 ms [2021-09-27 17:56:29 main:574] : INFO : Epoch 1657 | loss: 0.0311554 | val_loss: 0.0311625 | Time: 2849.22 ms [2021-09-27 17:56:31 main:574] : INFO : Epoch 1658 | loss: 0.031157 | val_loss: 0.0311632 | Time: 2849.1 ms [2021-09-27 17:56:34 main:574] : INFO : Epoch 1659 | loss: 0.0311571 | val_loss: 0.0311634 | Time: 2845.08 ms [2021-09-27 17:56:37 main:574] : INFO : Epoch 1660 | loss: 0.0311568 | val_loss: 0.0311627 | Time: 2853.56 ms [2021-09-27 17:56:40 main:574] : INFO : Epoch 1661 | loss: 0.0311559 | val_loss: 0.0311631 | Time: 2845.03 ms [2021-09-27 17:56:43 main:574] : INFO : Epoch 1662 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 2857.63 ms [2021-09-27 17:56:46 main:574] : INFO : Epoch 1663 | loss: 0.0311559 | val_loss: 0.0311631 | Time: 2848.16 ms [2021-09-27 17:56:49 main:574] : INFO : Epoch 1664 | loss: 0.0311567 | val_loss: 0.031163 | Time: 2842.76 ms [2021-09-27 17:56:52 main:574] : INFO : Epoch 1665 | loss: 0.0311562 | val_loss: 0.0311641 | Time: 2852.08 ms [2021-09-27 17:56:55 main:574] : INFO : Epoch 1666 | loss: 0.0311577 | val_loss: 0.0311675 | Time: 2874.86 ms [2021-09-27 17:56:58 main:574] : INFO : Epoch 1667 | loss: 0.0311569 | val_loss: 0.0311622 | Time: 2865.42 ms [2021-09-27 17:57:01 main:574] : INFO : Epoch 1668 | loss: 0.0311554 | val_loss: 0.0311629 | Time: 2856.62 ms [2021-09-27 17:57:04 main:574] : INFO : Epoch 1669 | loss: 0.0311559 | val_loss: 0.0311624 | Time: 2875.59 ms [2021-09-27 17:57:07 main:574] : INFO : Epoch 1670 | loss: 0.0311563 | val_loss: 0.0311651 | Time: 2884.1 ms [2021-09-27 17:57:30 main:574] : INFO : Epoch 1671 | loss: 0.031156 | val_loss: 0.0311622 | Time: 22825 ms [2021-09-27 17:57:32 main:574] : INFO : Epoch 1672 | loss: 0.0311558 | val_loss: 0.0311628 | Time: 2849.83 ms [2021-09-27 17:57:35 main:574] : INFO : Epoch 1673 | loss: 0.0311565 | val_loss: 0.0311622 | Time: 2860.84 ms [2021-09-27 17:57:38 main:574] : INFO : Epoch 1674 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 2856.98 ms [2021-09-27 17:57:41 main:574] : INFO : Epoch 1675 | loss: 0.0311567 | val_loss: 0.0311627 | Time: 2873.01 ms [2021-09-27 17:57:44 main:574] : INFO : Epoch 1676 | loss: 0.0311567 | val_loss: 0.0311627 | Time: 2869.89 ms [2021-09-27 17:57:47 main:574] : INFO : Epoch 1677 | loss: 0.0311554 | val_loss: 0.031162 | Time: 2848.55 ms [2021-09-27 17:57:50 main:574] : INFO : Epoch 1678 | loss: 0.0311561 | val_loss: 0.031162 | Time: 2852.7 ms [2021-09-27 17:57:53 main:574] : INFO : Epoch 1679 | loss: 0.0311553 | val_loss: 0.0311683 | Time: 2849.12 ms [2021-09-27 17:57:56 main:574] : INFO : Epoch 1680 | loss: 0.0311583 | val_loss: 0.0311638 | Time: 2851.3 ms [2021-09-27 17:57:59 main:574] : INFO : Epoch 1681 | loss: 0.0311573 | val_loss: 0.0311626 | Time: 2848.99 ms [2021-09-27 17:58:22 main:574] : INFO : Epoch 1682 | loss: 0.0311559 | val_loss: 0.0311623 | Time: 22847.7 ms [2021-09-27 17:58:25 main:574] : INFO : Epoch 1683 | loss: 0.0311578 | val_loss: 0.0311624 | Time: 2862.15 ms [2021-09-27 17:58:28 main:574] : INFO : Epoch 1684 | loss: 0.0311571 | val_loss: 0.0311625 | Time: 2849.53 ms [2021-09-27 17:58:31 main:574] : INFO : Epoch 1685 | loss: 0.0311559 | val_loss: 0.0311675 | Time: 2852.12 ms [2021-09-27 17:58:34 main:574] : INFO : Epoch 1686 | loss: 0.0311589 | val_loss: 0.0311636 | Time: 2849.5 ms [2021-09-27 17:58:37 main:574] : INFO : Epoch 1687 | loss: 0.0311561 | val_loss: 0.0311623 | Time: 2860.3 ms [2021-09-27 17:58:59 main:574] : INFO : Epoch 1688 | loss: 0.0311557 | val_loss: 0.031162 | Time: 22843.1 ms [2021-09-27 17:59:02 main:574] : INFO : Epoch 1689 | loss: 0.031156 | val_loss: 0.0311642 | Time: 2927 ms [2021-09-27 17:59:05 main:574] : INFO : Epoch 1690 | loss: 0.0311561 | val_loss: 0.0311622 | Time: 2895.85 ms [2021-09-27 17:59:09 main:574] : INFO : Epoch 1691 | loss: 0.0311557 | val_loss: 0.0311622 | Time: 2865.66 ms [2021-09-27 17:59:31 main:574] : INFO : Epoch 1692 | loss: 0.0311554 | val_loss: 0.0311622 | Time: 22782.9 ms [2021-09-27 17:59:34 main:574] : INFO : Epoch 1693 | loss: 0.0311554 | val_loss: 0.0311636 | Time: 2851.7 ms [2021-09-27 17:59:37 main:574] : INFO : Epoch 1694 | loss: 0.0311563 | val_loss: 0.0311623 | Time: 2852.04 ms [2021-09-27 17:59:40 main:574] : INFO : Epoch 1695 | loss: 0.0311557 | val_loss: 0.0311625 | Time: 2848.93 ms [2021-09-27 17:59:43 main:574] : INFO : Epoch 1696 | loss: 0.0311581 | val_loss: 0.0311645 | Time: 2844.71 ms [2021-09-27 17:59:46 main:574] : INFO : Epoch 1697 | loss: 0.0311564 | val_loss: 0.0311684 | Time: 2848.77 ms [2021-09-27 17:59:49 main:574] : INFO : Epoch 1698 | loss: 0.0311589 | val_loss: 0.0311651 | Time: 2845.63 ms [2021-09-27 17:59:52 main:574] : INFO : Epoch 1699 | loss: 0.0311567 | val_loss: 0.0311635 | Time: 2873.7 ms [2021-09-27 17:59:55 main:574] : INFO : Epoch 1700 | loss: 0.0311566 | val_loss: 0.031164 | Time: 2845.1 ms [2021-09-27 17:59:58 main:574] : INFO : Epoch 1701 | loss: 0.0311558 | val_loss: 0.031162 | Time: 2869.72 ms [2021-09-27 18:00:01 main:574] : INFO : Epoch 1702 | loss: 0.0311563 | val_loss: 0.0311621 | Time: 2872.35 ms [2021-09-27 18:00:04 main:574] : INFO : Epoch 1703 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 2875.65 ms [2021-09-27 18:00:07 main:574] : INFO : Epoch 1704 | loss: 0.0311555 | val_loss: 0.031162 | Time: 2888.22 ms [2021-09-27 18:00:20 main:574] : INFO : Epoch 1705 | loss: 0.0311557 | val_loss: 0.0311626 | Time: 12762.2 ms [2021-09-27 18:00:23 main:574] : INFO : Epoch 1706 | loss: 0.0311555 | val_loss: 0.0311623 | Time: 2855.33 ms [2021-09-27 18:00:26 main:574] : INFO : Epoch 1707 | loss: 0.0311552 | val_loss: 0.0311623 | Time: 2854.87 ms [2021-09-27 18:00:29 main:574] : INFO : Epoch 1708 | loss: 0.0311574 | val_loss: 0.0311648 | Time: 2848.08 ms [2021-09-27 18:00:41 main:574] : INFO : Epoch 1709 | loss: 0.0311569 | val_loss: 0.0311633 | Time: 12714.6 ms [2021-09-27 18:00:44 main:574] : INFO : Epoch 1710 | loss: 0.0311575 | val_loss: 0.0311717 | Time: 2850.66 ms [2021-09-27 18:00:47 main:574] : INFO : Epoch 1711 | loss: 0.0311575 | val_loss: 0.031165 | Time: 2871.78 ms [2021-09-27 18:00:50 main:574] : INFO : Epoch 1712 | loss: 0.0311563 | val_loss: 0.0311633 | Time: 2843.07 ms [2021-09-27 18:00:53 main:574] : INFO : Epoch 1713 | loss: 0.0311571 | val_loss: 0.0311626 | Time: 2850.6 ms [2021-09-27 18:00:56 main:574] : INFO : Epoch 1714 | loss: 0.0311552 | val_loss: 0.0311624 | Time: 2842.99 ms [2021-09-27 18:00:59 main:574] : INFO : Epoch 1715 | loss: 0.0311553 | val_loss: 0.0311636 | Time: 2845.43 ms [2021-09-27 18:01:02 main:574] : INFO : Epoch 1716 | loss: 0.0311559 | val_loss: 0.0311627 | Time: 2909.89 ms [2021-09-27 18:01:05 main:574] : INFO : Epoch 1717 | loss: 0.031157 | val_loss: 0.0311626 | Time: 2917.96 ms [2021-09-27 18:01:08 main:574] : INFO : Epoch 1718 | loss: 0.0311559 | val_loss: 0.0311623 | Time: 2884.13 ms [2021-09-27 18:01:21 main:574] : INFO : Epoch 1719 | loss: 0.0311552 | val_loss: 0.0311623 | Time: 12869.5 ms [2021-09-27 18:01:24 main:574] : INFO : Epoch 1720 | loss: 0.0311553 | val_loss: 0.0311628 | Time: 2847.4 ms [2021-09-27 18:01:27 main:574] : INFO : Epoch 1721 | loss: 0.0311557 | val_loss: 0.0311628 | Time: 2843.5 ms [2021-09-27 18:01:29 main:574] : INFO : Epoch 1722 | loss: 0.0311563 | val_loss: 0.0311642 | Time: 2842.79 ms [2021-09-27 18:01:32 main:574] : INFO : Epoch 1723 | loss: 0.0311557 | val_loss: 0.0311621 | Time: 2842 ms [2021-09-27 18:01:35 main:574] : INFO : Epoch 1724 | loss: 0.0311554 | val_loss: 0.031162 | Time: 2843.76 ms [2021-09-27 18:01:38 main:574] : INFO : Epoch 1725 | loss: 0.0311555 | val_loss: 0.0311623 | Time: 2850.54 ms [2021-09-27 18:01:41 main:574] : INFO : Epoch 1726 | loss: 0.0311553 | val_loss: 0.0311619 | Time: 2842.85 ms [2021-09-27 18:01:44 main:574] : INFO : Epoch 1727 | loss: 0.0311564 | val_loss: 0.0311643 | Time: 2845.63 ms [2021-09-27 18:01:47 main:574] : INFO : Epoch 1728 | loss: 0.0311555 | val_loss: 0.031162 | Time: 2847.01 ms [2021-09-27 18:01:50 main:574] : INFO : Epoch 1729 | loss: 0.0311554 | val_loss: 0.0311624 | Time: 2865.8 ms [2021-09-27 18:01:53 main:574] : INFO : Epoch 1730 | loss: 0.0311551 | val_loss: 0.0311628 | Time: 2843.03 ms [2021-09-27 18:01:56 main:574] : INFO : Epoch 1731 | loss: 0.0311552 | val_loss: 0.0311621 | Time: 2855.72 ms [2021-09-27 18:01:59 main:574] : INFO : Epoch 1732 | loss: 0.0311554 | val_loss: 0.031162 | Time: 2848.21 ms [2021-09-27 18:02:02 main:574] : INFO : Epoch 1733 | loss: 0.0311566 | val_loss: 0.031162 | Time: 2873.63 ms [2021-09-27 18:02:05 main:574] : INFO : Epoch 1734 | loss: 0.0311555 | val_loss: 0.031162 | Time: 2904.77 ms [2021-09-27 18:02:08 main:574] : INFO : Epoch 1735 | loss: 0.0311557 | val_loss: 0.0311622 | Time: 2854.69 ms [2021-09-27 18:02:21 main:574] : INFO : Epoch 1736 | loss: 0.031156 | val_loss: 0.0311637 | Time: 12793.2 ms [2021-09-27 18:02:23 main:574] : INFO : Epoch 1737 | loss: 0.0311563 | val_loss: 0.0311621 | Time: 2874.63 ms [2021-09-27 18:02:26 main:574] : INFO : Epoch 1738 | loss: 0.0311559 | val_loss: 0.0311631 | Time: 2843.76 ms [2021-09-27 18:02:29 main:574] : INFO : Epoch 1739 | loss: 0.0311573 | val_loss: 0.0311622 | Time: 2857.56 ms [2021-09-27 18:02:32 main:574] : INFO : Epoch 1740 | loss: 0.0311555 | val_loss: 0.0311637 | Time: 2846.96 ms [2021-09-27 18:02:35 main:574] : INFO : Epoch 1741 | loss: 0.0311555 | val_loss: 0.0311622 | Time: 2867.83 ms [2021-09-27 18:02:38 main:574] : INFO : Epoch 1742 | loss: 0.0311564 | val_loss: 0.0311628 | Time: 2847.44 ms [2021-09-27 18:02:41 main:574] : INFO : Epoch 1743 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 2842.19 ms [2021-09-27 18:02:44 main:574] : INFO : Epoch 1744 | loss: 0.0311564 | val_loss: 0.0311645 | Time: 2841.6 ms [2021-09-27 18:02:47 main:574] : INFO : Epoch 1745 | loss: 0.0311565 | val_loss: 0.0311652 | Time: 2849.93 ms [2021-09-27 18:02:50 main:574] : INFO : Epoch 1746 | loss: 0.0311561 | val_loss: 0.0311619 | Time: 2858.28 ms [2021-09-27 18:02:53 main:574] : INFO : Epoch 1747 | loss: 0.0311553 | val_loss: 0.0311631 | Time: 2866.01 ms [2021-09-27 18:02:55 main:574] : INFO : Epoch 1748 | loss: 0.0311559 | val_loss: 0.0311628 | Time: 2842.83 ms [2021-09-27 18:02:58 main:574] : INFO : Epoch 1749 | loss: 0.0311558 | val_loss: 0.031162 | Time: 2870.29 ms [2021-09-27 18:03:01 main:574] : INFO : Epoch 1750 | loss: 0.0311562 | val_loss: 0.0311653 | Time: 2912.45 ms [2021-09-27 18:03:04 main:574] : INFO : Epoch 1751 | loss: 0.0311562 | val_loss: 0.031162 | Time: 2907.03 ms [2021-09-27 18:03:07 main:574] : INFO : Epoch 1752 | loss: 0.031157 | val_loss: 0.0311648 | Time: 2875.37 ms [2021-09-27 18:03:20 main:574] : INFO : Epoch 1753 | loss: 0.0311565 | val_loss: 0.0311623 | Time: 12745.1 ms [2021-09-27 18:03:23 main:574] : INFO : Epoch 1754 | loss: 0.031157 | val_loss: 0.0311642 | Time: 2847.15 ms [2021-09-27 18:03:26 main:574] : INFO : Epoch 1755 | loss: 0.0311584 | val_loss: 0.0311636 | Time: 2854.03 ms [2021-09-27 18:03:29 main:574] : INFO : Epoch 1756 | loss: 0.0311564 | val_loss: 0.0311619 | Time: 2845.55 ms [2021-09-27 18:03:32 main:574] : INFO : Epoch 1757 | loss: 0.0311554 | val_loss: 0.031163 | Time: 2877.05 ms [2021-09-27 18:03:35 main:574] : INFO : Epoch 1758 | loss: 0.0311556 | val_loss: 0.0311638 | Time: 2856.14 ms [2021-09-27 18:03:38 main:574] : INFO : Epoch 1759 | loss: 0.0311563 | val_loss: 0.031163 | Time: 2844.27 ms [2021-09-27 18:03:41 main:574] : INFO : Epoch 1760 | loss: 0.0311564 | val_loss: 0.0311624 | Time: 2869.58 ms [2021-09-27 18:03:44 main:574] : INFO : Epoch 1761 | loss: 0.0311553 | val_loss: 0.0311617 | Time: 2844.63 ms [2021-09-27 18:03:47 main:574] : INFO : Epoch 1762 | loss: 0.0311555 | val_loss: 0.0311659 | Time: 2846.4 ms [2021-09-27 18:03:49 main:574] : INFO : Epoch 1763 | loss: 0.0311573 | val_loss: 0.0311628 | Time: 2848.11 ms [2021-09-27 18:04:02 main:574] : INFO : Epoch 1764 | loss: 0.031156 | val_loss: 0.0311626 | Time: 12793.4 ms [2021-09-27 18:04:05 main:574] : INFO : Epoch 1765 | loss: 0.0311552 | val_loss: 0.031162 | Time: 2873.29 ms [2021-09-27 18:04:08 main:574] : INFO : Epoch 1766 | loss: 0.0311552 | val_loss: 0.0311628 | Time: 2857.06 ms [2021-09-27 18:04:21 main:574] : INFO : Epoch 1767 | loss: 0.0311563 | val_loss: 0.0311623 | Time: 12873.1 ms [2021-09-27 18:04:24 main:574] : INFO : Epoch 1768 | loss: 0.0311556 | val_loss: 0.0311624 | Time: 2853.91 ms [2021-09-27 18:04:27 main:574] : INFO : Epoch 1769 | loss: 0.0311553 | val_loss: 0.0311638 | Time: 2874.91 ms [2021-09-27 18:04:40 main:574] : INFO : Epoch 1770 | loss: 0.0311562 | val_loss: 0.0311626 | Time: 12925.5 ms [2021-09-27 18:04:43 main:574] : INFO : Epoch 1771 | loss: 0.0311571 | val_loss: 0.0311623 | Time: 2855.75 ms [2021-09-27 18:04:46 main:574] : INFO : Epoch 1772 | loss: 0.0311552 | val_loss: 0.0311621 | Time: 2863.43 ms [2021-09-27 18:04:49 main:574] : INFO : Epoch 1773 | loss: 0.031158 | val_loss: 0.0311652 | Time: 2844.71 ms [2021-09-27 18:04:52 main:574] : INFO : Epoch 1774 | loss: 0.0311567 | val_loss: 0.0311622 | Time: 2856.49 ms [2021-09-27 18:04:54 main:574] : INFO : Epoch 1775 | loss: 0.0311553 | val_loss: 0.0311626 | Time: 2849.42 ms [2021-09-27 18:04:57 main:574] : INFO : Epoch 1776 | loss: 0.0311569 | val_loss: 0.0311634 | Time: 2875.46 ms [2021-09-27 18:05:00 main:574] : INFO : Epoch 1777 | loss: 0.0311566 | val_loss: 0.0311622 | Time: 2863.86 ms [2021-09-27 18:05:03 main:574] : INFO : Epoch 1778 | loss: 0.0311558 | val_loss: 0.0311628 | Time: 2860.95 ms [2021-09-27 18:05:06 main:574] : INFO : Epoch 1779 | loss: 0.0311565 | val_loss: 0.0311674 | Time: 2904.93 ms [2021-09-27 18:05:09 main:574] : INFO : Epoch 1780 | loss: 0.0311581 | val_loss: 0.0311633 | Time: 2866.47 ms [2021-09-27 18:05:22 main:574] : INFO : Epoch 1781 | loss: 0.0311558 | val_loss: 0.0311629 | Time: 12838.3 ms [2021-09-27 18:05:26 main:574] : INFO : Epoch 1782 | loss: 0.0311551 | val_loss: 0.031162 | Time: 2854.39 ms [2021-09-27 18:05:28 main:574] : INFO : Epoch 1783 | loss: 0.0311552 | val_loss: 0.0311625 | Time: 2848.46 ms [2021-09-27 18:05:41 main:574] : INFO : Epoch 1784 | loss: 0.0311553 | val_loss: 0.0311629 | Time: 12899.9 ms [2021-09-27 18:05:44 main:574] : INFO : Epoch 1785 | loss: 0.0311562 | val_loss: 0.0311641 | Time: 2846.53 ms [2021-09-27 18:05:47 main:574] : INFO : Epoch 1786 | loss: 0.0311557 | val_loss: 0.0311622 | Time: 2844.67 ms [2021-09-27 18:05:50 main:574] : INFO : Epoch 1787 | loss: 0.0311559 | val_loss: 0.0311621 | Time: 2844.24 ms [2021-09-27 18:05:53 main:574] : INFO : Epoch 1788 | loss: 0.0311552 | val_loss: 0.0311622 | Time: 2848.24 ms [2021-09-27 18:05:56 main:574] : INFO : Epoch 1789 | loss: 0.0311551 | val_loss: 0.0311625 | Time: 2852.33 ms [2021-09-27 18:05:59 main:574] : INFO : Epoch 1790 | loss: 0.0311554 | val_loss: 0.0311619 | Time: 2849.94 ms [2021-09-27 18:06:02 main:574] : INFO : Epoch 1791 | loss: 0.0311551 | val_loss: 0.0311628 | Time: 2946.91 ms [2021-09-27 18:06:05 main:574] : INFO : Epoch 1792 | loss: 0.0311555 | val_loss: 0.0311625 | Time: 2895.87 ms [2021-09-27 18:06:08 main:574] : INFO : Epoch 1793 | loss: 0.0311553 | val_loss: 0.0311645 | Time: 2873.35 ms [2021-09-27 18:06:21 main:574] : INFO : Epoch 1794 | loss: 0.0311562 | val_loss: 0.0311627 | Time: 12868.1 ms [2021-09-27 18:06:24 main:574] : INFO : Epoch 1795 | loss: 0.031156 | val_loss: 0.0311632 | Time: 2850.65 ms [2021-09-27 18:06:27 main:574] : INFO : Epoch 1796 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 2853.99 ms [2021-09-27 18:06:29 main:574] : INFO : Epoch 1797 | loss: 0.0311556 | val_loss: 0.0311621 | Time: 2848.8 ms [2021-09-27 18:06:42 main:574] : INFO : Epoch 1798 | loss: 0.0311566 | val_loss: 0.0311626 | Time: 12807.1 ms [2021-09-27 18:06:45 main:574] : INFO : Epoch 1799 | loss: 0.0311573 | val_loss: 0.0311631 | Time: 2842.99 ms [2021-09-27 18:06:48 main:574] : INFO : Epoch 1800 | loss: 0.0311575 | val_loss: 0.031162 | Time: 2843.99 ms [2021-09-27 18:06:51 main:574] : INFO : Epoch 1801 | loss: 0.0311554 | val_loss: 0.0311653 | Time: 2858.07 ms [2021-09-27 18:06:54 main:574] : INFO : Epoch 1802 | loss: 0.0311574 | val_loss: 0.0311632 | Time: 2855.31 ms [2021-09-27 18:06:57 main:574] : INFO : Epoch 1803 | loss: 0.0311561 | val_loss: 0.0311652 | Time: 2849.03 ms [2021-09-27 18:07:00 main:574] : INFO : Epoch 1804 | loss: 0.0311589 | val_loss: 0.0311722 | Time: 2859.23 ms [2021-09-27 18:07:43 main:574] : INFO : Epoch 1805 | loss: 0.031159 | val_loss: 0.0311645 | Time: 42958.1 ms [2021-09-27 18:07:46 main:574] : INFO : Epoch 1806 | loss: 0.0311556 | val_loss: 0.0311622 | Time: 2850.03 ms [2021-09-27 18:07:49 main:574] : INFO : Epoch 1807 | loss: 0.0311565 | val_loss: 0.031162 | Time: 2851.73 ms [2021-09-27 18:07:52 main:574] : INFO : Epoch 1808 | loss: 0.0311558 | val_loss: 0.031162 | Time: 2865.55 ms [2021-09-27 18:07:55 main:574] : INFO : Epoch 1809 | loss: 0.0311562 | val_loss: 0.0311626 | Time: 2847.05 ms [2021-09-27 18:07:57 main:574] : INFO : Epoch 1810 | loss: 0.0311555 | val_loss: 0.0311627 | Time: 2847.43 ms [2021-09-27 18:08:20 main:574] : INFO : Epoch 1811 | loss: 0.0311559 | val_loss: 0.0311618 | Time: 22899.4 ms [2021-09-27 18:08:23 main:574] : INFO : Epoch 1812 | loss: 0.0311558 | val_loss: 0.0311627 | Time: 2844.65 ms [2021-09-27 18:08:26 main:574] : INFO : Epoch 1813 | loss: 0.0311561 | val_loss: 0.0311622 | Time: 2859.25 ms [2021-09-27 18:08:29 main:574] : INFO : Epoch 1814 | loss: 0.0311586 | val_loss: 0.0311622 | Time: 2846.89 ms [2021-09-27 18:08:32 main:574] : INFO : Epoch 1815 | loss: 0.0311565 | val_loss: 0.0311631 | Time: 2846.13 ms [2021-09-27 18:08:35 main:574] : INFO : Epoch 1816 | loss: 0.0311563 | val_loss: 0.0311633 | Time: 2846.54 ms [2021-09-27 18:08:38 main:574] : INFO : Epoch 1817 | loss: 0.0311557 | val_loss: 0.0311627 | Time: 2855.03 ms [2021-09-27 18:08:51 main:574] : INFO : Epoch 1818 | loss: 0.0311552 | val_loss: 0.0311624 | Time: 12784.1 ms [2021-09-27 18:08:54 main:574] : INFO : Epoch 1819 | loss: 0.0311551 | val_loss: 0.0311638 | Time: 2843.55 ms [2021-09-27 18:08:57 main:574] : INFO : Epoch 1820 | loss: 0.0311559 | val_loss: 0.0311626 | Time: 2844.91 ms [2021-09-27 18:09:00 main:574] : INFO : Epoch 1821 | loss: 0.0311557 | val_loss: 0.0311623 | Time: 2845.58 ms [2021-09-27 18:09:23 main:574] : INFO : Epoch 1822 | loss: 0.0311552 | val_loss: 0.0311629 | Time: 22880.5 ms [2021-09-27 18:09:26 main:574] : INFO : Epoch 1823 | loss: 0.0311562 | val_loss: 0.0311647 | Time: 2912.91 ms [2021-09-27 18:09:28 main:574] : INFO : Epoch 1824 | loss: 0.0311587 | val_loss: 0.0311632 | Time: 2844.96 ms [2021-09-27 18:09:41 main:574] : INFO : Epoch 1825 | loss: 0.0311552 | val_loss: 0.0311624 | Time: 12868.1 ms [2021-09-27 18:09:44 main:574] : INFO : Epoch 1826 | loss: 0.0311558 | val_loss: 0.0311639 | Time: 2845.52 ms [2021-09-27 18:09:47 main:574] : INFO : Epoch 1827 | loss: 0.0311585 | val_loss: 0.0311653 | Time: 2843.71 ms [2021-09-27 18:09:50 main:574] : INFO : Epoch 1828 | loss: 0.0311568 | val_loss: 0.031162 | Time: 2851.53 ms [2021-09-27 18:09:53 main:574] : INFO : Epoch 1829 | loss: 0.0311574 | val_loss: 0.0311647 | Time: 2846.15 ms [2021-09-27 18:09:56 main:574] : INFO : Epoch 1830 | loss: 0.031158 | val_loss: 0.0311621 | Time: 2850 ms [2021-09-27 18:09:59 main:574] : INFO : Epoch 1831 | loss: 0.0311555 | val_loss: 0.031163 | Time: 2859.81 ms [2021-09-27 18:10:22 main:574] : INFO : Epoch 1832 | loss: 0.0311564 | val_loss: 0.0311646 | Time: 22849.5 ms [2021-09-27 18:10:25 main:574] : INFO : Epoch 1833 | loss: 0.0311567 | val_loss: 0.0311656 | Time: 2840.69 ms [2021-09-27 18:10:28 main:574] : INFO : Epoch 1834 | loss: 0.031158 | val_loss: 0.0311635 | Time: 2840.8 ms [2021-09-27 18:10:30 main:574] : INFO : Epoch 1835 | loss: 0.0311561 | val_loss: 0.0311627 | Time: 2843.55 ms [2021-09-27 18:10:33 main:574] : INFO : Epoch 1836 | loss: 0.0311556 | val_loss: 0.031162 | Time: 2843.98 ms [2021-09-27 18:10:36 main:574] : INFO : Epoch 1837 | loss: 0.0311558 | val_loss: 0.031165 | Time: 2846.84 ms [2021-09-27 18:10:39 main:574] : INFO : Epoch 1838 | loss: 0.0311578 | val_loss: 0.0311618 | Time: 2846.84 ms [2021-09-27 18:10:42 main:574] : INFO : Epoch 1839 | loss: 0.0311567 | val_loss: 0.0311624 | Time: 2854.35 ms [2021-09-27 18:10:45 main:574] : INFO : Epoch 1840 | loss: 0.0311558 | val_loss: 0.0311622 | Time: 2857.12 ms [2021-09-27 18:10:48 main:574] : INFO : Epoch 1841 | loss: 0.031155 | val_loss: 0.031162 | Time: 2857.63 ms [2021-09-27 18:11:21 main:574] : INFO : Epoch 1842 | loss: 0.0311553 | val_loss: 0.0311628 | Time: 32809.1 ms [2021-09-27 18:11:24 main:574] : INFO : Epoch 1843 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 2848.97 ms [2021-09-27 18:11:27 main:574] : INFO : Epoch 1844 | loss: 0.0311577 | val_loss: 0.0311624 | Time: 2856.83 ms [2021-09-27 18:11:30 main:574] : INFO : Epoch 1845 | loss: 0.0311577 | val_loss: 0.0311631 | Time: 2852.32 ms [2021-09-27 18:11:33 main:574] : INFO : Epoch 1846 | loss: 0.0311564 | val_loss: 0.0311628 | Time: 2847.2 ms [2021-09-27 18:11:36 main:574] : INFO : Epoch 1847 | loss: 0.031156 | val_loss: 0.0311624 | Time: 2848.31 ms [2021-09-27 18:11:39 main:574] : INFO : Epoch 1848 | loss: 0.0311565 | val_loss: 0.031164 | Time: 2849.72 ms [2021-09-27 18:11:42 main:574] : INFO : Epoch 1849 | loss: 0.0311566 | val_loss: 0.031162 | Time: 2843.76 ms [2021-09-27 18:11:45 main:574] : INFO : Epoch 1850 | loss: 0.0311563 | val_loss: 0.0311621 | Time: 2853.39 ms [2021-09-27 18:11:48 main:574] : INFO : Epoch 1851 | loss: 0.031156 | val_loss: 0.0311634 | Time: 2866.32 ms [2021-09-27 18:11:51 main:574] : INFO : Epoch 1852 | loss: 0.031156 | val_loss: 0.0311621 | Time: 2858.61 ms [2021-09-27 18:11:54 main:574] : INFO : Epoch 1853 | loss: 0.0311555 | val_loss: 0.0311624 | Time: 2850.96 ms [2021-09-27 18:11:56 main:574] : INFO : Epoch 1854 | loss: 0.0311554 | val_loss: 0.0311628 | Time: 2848.02 ms [2021-09-27 18:11:59 main:574] : INFO : Epoch 1855 | loss: 0.0311556 | val_loss: 0.0311649 | Time: 2876.86 ms [2021-09-27 18:12:52 main:574] : INFO : Epoch 1856 | loss: 0.0311593 | val_loss: 0.0311682 | Time: 52925.2 ms [2021-09-27 18:12:55 main:574] : INFO : Epoch 1857 | loss: 0.0311583 | val_loss: 0.0311635 | Time: 2846.53 ms [2021-09-27 18:12:58 main:574] : INFO : Epoch 1858 | loss: 0.0311584 | val_loss: 0.0311645 | Time: 2848.41 ms [2021-09-27 18:13:21 main:574] : INFO : Epoch 1859 | loss: 0.0311559 | val_loss: 0.031162 | Time: 22762.2 ms [2021-09-27 18:13:24 main:574] : INFO : Epoch 1860 | loss: 0.0311553 | val_loss: 0.0311625 | Time: 2890.22 ms [2021-09-27 18:13:27 main:574] : INFO : Epoch 1861 | loss: 0.0311558 | val_loss: 0.0311619 | Time: 2847.78 ms [2021-09-27 18:13:30 main:574] : INFO : Epoch 1862 | loss: 0.0311554 | val_loss: 0.0311635 | Time: 2849.15 ms [2021-09-27 18:13:43 main:574] : INFO : Epoch 1863 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 12852.3 ms [2021-09-27 18:13:46 main:574] : INFO : Epoch 1864 | loss: 0.0311555 | val_loss: 0.0311628 | Time: 2848.69 ms [2021-09-27 18:13:49 main:574] : INFO : Epoch 1865 | loss: 0.0311551 | val_loss: 0.0311619 | Time: 2850.26 ms [2021-09-27 18:14:22 main:574] : INFO : Epoch 1866 | loss: 0.0311552 | val_loss: 0.0311626 | Time: 32917.3 ms [2021-09-27 18:14:25 main:574] : INFO : Epoch 1867 | loss: 0.0311564 | val_loss: 0.0311707 | Time: 2889.15 ms [2021-09-27 18:14:28 main:574] : INFO : Epoch 1868 | loss: 0.0311587 | val_loss: 0.0311651 | Time: 2996.53 ms [2021-09-27 18:14:51 main:574] : INFO : Epoch 1869 | loss: 0.031158 | val_loss: 0.0311636 | Time: 22853 ms [2021-09-27 18:14:54 main:574] : INFO : Epoch 1870 | loss: 0.0311566 | val_loss: 0.0311639 | Time: 2848.11 ms [2021-09-27 18:14:57 main:574] : INFO : Epoch 1871 | loss: 0.0311552 | val_loss: 0.0311628 | Time: 2846.82 ms [2021-09-27 18:15:00 main:574] : INFO : Epoch 1872 | loss: 0.0311553 | val_loss: 0.0311666 | Time: 2845.06 ms [2021-09-27 18:15:23 main:574] : INFO : Epoch 1873 | loss: 0.0311573 | val_loss: 0.0311631 | Time: 22822.1 ms [2021-09-27 18:15:26 main:574] : INFO : Epoch 1874 | loss: 0.031156 | val_loss: 0.0311624 | Time: 2846.75 ms [2021-09-27 18:15:29 main:574] : INFO : Epoch 1875 | loss: 0.0311552 | val_loss: 0.0311626 | Time: 2862.11 ms [2021-09-27 18:15:42 main:574] : INFO : Epoch 1876 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 12765.4 ms [2021-09-27 18:15:45 main:574] : INFO : Epoch 1877 | loss: 0.0311556 | val_loss: 0.0311618 | Time: 2848.78 ms [2021-09-27 18:15:48 main:574] : INFO : Epoch 1878 | loss: 0.0311567 | val_loss: 0.0311687 | Time: 2848.67 ms [2021-09-27 18:15:50 main:574] : INFO : Epoch 1879 | loss: 0.0311611 | val_loss: 0.0311711 | Time: 2857.87 ms [2021-09-27 18:15:53 main:574] : INFO : Epoch 1880 | loss: 0.0311583 | val_loss: 0.0311659 | Time: 2847.93 ms [2021-09-27 18:15:56 main:574] : INFO : Epoch 1881 | loss: 0.0311565 | val_loss: 0.0311618 | Time: 2847.91 ms [2021-09-27 18:15:59 main:574] : INFO : Epoch 1882 | loss: 0.0311555 | val_loss: 0.031163 | Time: 2848.41 ms [2021-09-27 18:16:22 main:574] : INFO : Epoch 1883 | loss: 0.0311557 | val_loss: 0.0311618 | Time: 22835.8 ms [2021-09-27 18:16:25 main:574] : INFO : Epoch 1884 | loss: 0.031156 | val_loss: 0.0311678 | Time: 2891.74 ms [2021-09-27 18:16:28 main:574] : INFO : Epoch 1885 | loss: 0.0311609 | val_loss: 0.0311656 | Time: 2862.64 ms [2021-09-27 18:16:41 main:574] : INFO : Epoch 1886 | loss: 0.0311569 | val_loss: 0.0311622 | Time: 12908 ms [2021-09-27 18:16:44 main:574] : INFO : Epoch 1887 | loss: 0.0311577 | val_loss: 0.0311659 | Time: 2844.26 ms [2021-09-27 18:16:47 main:574] : INFO : Epoch 1888 | loss: 0.031157 | val_loss: 0.031162 | Time: 2844.79 ms [2021-09-27 18:16:50 main:574] : INFO : Epoch 1889 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 2859.38 ms [2021-09-27 18:16:53 main:574] : INFO : Epoch 1890 | loss: 0.0311555 | val_loss: 0.0311626 | Time: 2846.67 ms [2021-09-27 18:16:56 main:574] : INFO : Epoch 1891 | loss: 0.0311554 | val_loss: 0.0311633 | Time: 2845.48 ms [2021-09-27 18:16:59 main:574] : INFO : Epoch 1892 | loss: 0.0311561 | val_loss: 0.031162 | Time: 2862.11 ms [2021-09-27 18:17:32 main:574] : INFO : Epoch 1893 | loss: 0.031155 | val_loss: 0.0311629 | Time: 32874.1 ms [2021-09-27 18:17:34 main:574] : INFO : Epoch 1894 | loss: 0.031156 | val_loss: 0.0311621 | Time: 2861.59 ms [2021-09-27 18:17:38 main:574] : INFO : Epoch 1895 | loss: 0.0311552 | val_loss: 0.031162 | Time: 2845.4 ms [2021-09-27 18:17:41 main:574] : INFO : Epoch 1896 | loss: 0.031155 | val_loss: 0.0311649 | Time: 2846.75 ms [2021-09-27 18:17:54 main:574] : INFO : Epoch 1897 | loss: 0.0311564 | val_loss: 0.0311621 | Time: 12910.1 ms [2021-09-27 18:17:57 main:574] : INFO : Epoch 1898 | loss: 0.0311554 | val_loss: 0.0311632 | Time: 2848.27 ms [2021-09-27 18:18:00 main:574] : INFO : Epoch 1899 | loss: 0.0311553 | val_loss: 0.0311625 | Time: 2860.9 ms [2021-09-27 18:18:23 main:574] : INFO : Epoch 1900 | loss: 0.0311564 | val_loss: 0.0311639 | Time: 22958.8 ms [2021-09-27 18:18:25 main:574] : INFO : Epoch 1901 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 2845.88 ms [2021-09-27 18:18:28 main:574] : INFO : Epoch 1902 | loss: 0.0311564 | val_loss: 0.0311628 | Time: 2845.06 ms [2021-09-27 18:18:31 main:574] : INFO : Epoch 1903 | loss: 0.0311578 | val_loss: 0.0311634 | Time: 2846.34 ms [2021-09-27 18:18:34 main:574] : INFO : Epoch 1904 | loss: 0.0311579 | val_loss: 0.0311671 | Time: 2866.3 ms [2021-09-27 18:18:37 main:574] : INFO : Epoch 1905 | loss: 0.0311573 | val_loss: 0.0311646 | Time: 2848.28 ms [2021-09-27 18:18:40 main:574] : INFO : Epoch 1906 | loss: 0.031158 | val_loss: 0.0311653 | Time: 2846.71 ms [2021-09-27 18:18:43 main:574] : INFO : Epoch 1907 | loss: 0.0311571 | val_loss: 0.0311624 | Time: 2875.28 ms [2021-09-27 18:18:46 main:574] : INFO : Epoch 1908 | loss: 0.0311555 | val_loss: 0.0311624 | Time: 2847.06 ms [2021-09-27 18:18:49 main:574] : INFO : Epoch 1909 | loss: 0.0311559 | val_loss: 0.0311633 | Time: 2848.01 ms [2021-09-27 18:19:22 main:574] : INFO : Epoch 1910 | loss: 0.0311559 | val_loss: 0.0311622 | Time: 32921.2 ms [2021-09-27 18:19:25 main:574] : INFO : Epoch 1911 | loss: 0.0311557 | val_loss: 0.031162 | Time: 2848.36 ms [2021-09-27 18:19:28 main:574] : INFO : Epoch 1912 | loss: 0.0311549 | val_loss: 0.0311619 | Time: 2844.89 ms [2021-09-27 18:19:31 main:574] : INFO : Epoch 1913 | loss: 0.0311555 | val_loss: 0.0311624 | Time: 2847.24 ms [2021-09-27 18:19:34 main:574] : INFO : Epoch 1914 | loss: 0.0311555 | val_loss: 0.0311666 | Time: 2855.78 ms [2021-09-27 18:19:37 main:574] : INFO : Epoch 1915 | loss: 0.0311577 | val_loss: 0.0311635 | Time: 2850.62 ms [2021-09-27 18:19:40 main:574] : INFO : Epoch 1916 | loss: 0.0311565 | val_loss: 0.031162 | Time: 2850 ms [2021-09-27 18:19:43 main:574] : INFO : Epoch 1917 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 2850.22 ms [2021-09-27 18:19:46 main:574] : INFO : Epoch 1918 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 2849.59 ms [2021-09-27 18:19:48 main:574] : INFO : Epoch 1919 | loss: 0.0311563 | val_loss: 0.031162 | Time: 2845.61 ms [2021-09-27 18:19:51 main:574] : INFO : Epoch 1920 | loss: 0.0311561 | val_loss: 0.0311618 | Time: 2857.15 ms [2021-09-27 18:19:54 main:574] : INFO : Epoch 1921 | loss: 0.0311557 | val_loss: 0.0311631 | Time: 2846.1 ms [2021-09-27 18:19:57 main:574] : INFO : Epoch 1922 | loss: 0.0311556 | val_loss: 0.0311623 | Time: 2856.21 ms [2021-09-27 18:20:00 main:574] : INFO : Epoch 1923 | loss: 0.0311555 | val_loss: 0.0311624 | Time: 2846.32 ms [2021-09-27 18:20:23 main:574] : INFO : Epoch 1924 | loss: 0.0311595 | val_loss: 0.0311634 | Time: 22821.9 ms [2021-09-27 18:20:26 main:574] : INFO : Epoch 1925 | loss: 0.0311556 | val_loss: 0.0311621 | Time: 2852.84 ms [2021-09-27 18:20:29 main:574] : INFO : Epoch 1926 | loss: 0.0311556 | val_loss: 0.0311622 | Time: 2850.48 ms [2021-09-27 18:20:42 main:574] : INFO : Epoch 1927 | loss: 0.0311553 | val_loss: 0.0311619 | Time: 12943 ms [2021-09-27 18:20:45 main:574] : INFO : Epoch 1928 | loss: 0.0311554 | val_loss: 0.0311623 | Time: 2851.41 ms [2021-09-27 18:20:48 main:574] : INFO : Epoch 1929 | loss: 0.0311556 | val_loss: 0.0311621 | Time: 2854.45 ms [2021-09-27 18:20:51 main:574] : INFO : Epoch 1930 | loss: 0.031156 | val_loss: 0.0311634 | Time: 2849.12 ms [2021-09-27 18:20:54 main:574] : INFO : Epoch 1931 | loss: 0.0311573 | val_loss: 0.0311628 | Time: 2850.61 ms [2021-09-27 18:20:57 main:574] : INFO : Epoch 1932 | loss: 0.0311554 | val_loss: 0.0311623 | Time: 2850.38 ms [2021-09-27 18:21:00 main:574] : INFO : Epoch 1933 | loss: 0.0311552 | val_loss: 0.0311626 | Time: 2851.32 ms [2021-09-27 18:21:23 main:574] : INFO : Epoch 1934 | loss: 0.0311558 | val_loss: 0.031162 | Time: 22857.2 ms [2021-09-27 18:21:26 main:574] : INFO : Epoch 1935 | loss: 0.0311552 | val_loss: 0.0311625 | Time: 2846.2 ms [2021-09-27 18:21:29 main:574] : INFO : Epoch 1936 | loss: 0.0311552 | val_loss: 0.0311619 | Time: 2838.59 ms [2021-09-27 18:21:32 main:574] : INFO : Epoch 1937 | loss: 0.0311551 | val_loss: 0.031163 | Time: 2844.53 ms [2021-09-27 18:21:35 main:574] : INFO : Epoch 1938 | loss: 0.0311553 | val_loss: 0.0311619 | Time: 2862.18 ms [2021-09-27 18:21:38 main:574] : INFO : Epoch 1939 | loss: 0.0311555 | val_loss: 0.0311622 | Time: 2849.88 ms [2021-09-27 18:21:41 main:574] : INFO : Epoch 1940 | loss: 0.0311554 | val_loss: 0.0311625 | Time: 2846.59 ms [2021-09-27 18:21:54 main:574] : INFO : Epoch 1941 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 12760.1 ms [2021-09-27 18:21:57 main:574] : INFO : Epoch 1942 | loss: 0.031156 | val_loss: 0.0311634 | Time: 2853.89 ms [2021-09-27 18:22:00 main:574] : INFO : Epoch 1943 | loss: 0.0311558 | val_loss: 0.0311633 | Time: 2848.16 ms [2021-09-27 18:22:23 main:574] : INFO : Epoch 1944 | loss: 0.0311571 | val_loss: 0.0311621 | Time: 22841.1 ms [2021-09-27 18:22:26 main:574] : INFO : Epoch 1945 | loss: 0.0311555 | val_loss: 0.0311625 | Time: 2860.14 ms [2021-09-27 18:22:29 main:574] : INFO : Epoch 1946 | loss: 0.0311565 | val_loss: 0.0311619 | Time: 2850.69 ms [2021-09-27 18:22:32 main:574] : INFO : Epoch 1947 | loss: 0.0311553 | val_loss: 0.0311622 | Time: 2868.39 ms [2021-09-27 18:22:35 main:574] : INFO : Epoch 1948 | loss: 0.0311553 | val_loss: 0.031162 | Time: 2845.53 ms [2021-09-27 18:22:38 main:574] : INFO : Epoch 1949 | loss: 0.0311557 | val_loss: 0.0311622 | Time: 2846 ms [2021-09-27 18:22:41 main:574] : INFO : Epoch 1950 | loss: 0.0311593 | val_loss: 0.0311656 | Time: 2845.27 ms [2021-09-27 18:22:44 main:574] : INFO : Epoch 1951 | loss: 0.0311659 | val_loss: 0.031166 | Time: 2848.93 ms [2021-09-27 18:22:46 main:574] : INFO : Epoch 1952 | loss: 0.0311616 | val_loss: 0.0311662 | Time: 2851.17 ms [2021-09-27 18:22:49 main:574] : INFO : Epoch 1953 | loss: 0.0311593 | val_loss: 0.0311639 | Time: 2858.25 ms [2021-09-27 18:22:52 main:574] : INFO : Epoch 1954 | loss: 0.0311561 | val_loss: 0.0311619 | Time: 2853.26 ms [2021-09-27 18:22:55 main:574] : INFO : Epoch 1955 | loss: 0.0311555 | val_loss: 0.0311625 | Time: 2851.31 ms [2021-09-27 18:22:58 main:574] : INFO : Epoch 1956 | loss: 0.0311555 | val_loss: 0.0311627 | Time: 2858.06 ms [2021-09-27 18:23:01 main:574] : INFO : Epoch 1957 | loss: 0.0311572 | val_loss: 0.0311629 | Time: 2889.74 ms [2021-09-27 18:23:24 main:574] : INFO : Epoch 1958 | loss: 0.0311564 | val_loss: 0.0311631 | Time: 22869 ms [2021-09-27 18:23:27 main:574] : INFO : Epoch 1959 | loss: 0.0311568 | val_loss: 0.0311628 | Time: 2850.74 ms [2021-09-27 18:23:30 main:574] : INFO : Epoch 1960 | loss: 0.0311553 | val_loss: 0.0311625 | Time: 2858.73 ms [2021-09-27 18:23:33 main:574] : INFO : Epoch 1961 | loss: 0.0311556 | val_loss: 0.0311717 | Time: 2845.09 ms [2021-09-27 18:23:36 main:574] : INFO : Epoch 1962 | loss: 0.0311571 | val_loss: 0.0311636 | Time: 2846.72 ms [2021-09-27 18:23:39 main:574] : INFO : Epoch 1963 | loss: 0.0311555 | val_loss: 0.031162 | Time: 2850.8 ms [2021-09-27 18:23:42 main:574] : INFO : Epoch 1964 | loss: 0.0311554 | val_loss: 0.0311626 | Time: 2868.83 ms [2021-09-27 18:23:45 main:574] : INFO : Epoch 1965 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 2848.09 ms [2021-09-27 18:23:48 main:574] : INFO : Epoch 1966 | loss: 0.0311563 | val_loss: 0.0311622 | Time: 2859.81 ms [2021-09-27 18:23:51 main:574] : INFO : Epoch 1967 | loss: 0.0311561 | val_loss: 0.0311623 | Time: 2850.58 ms [2021-09-27 18:23:54 main:574] : INFO : Epoch 1968 | loss: 0.0311556 | val_loss: 0.0311628 | Time: 2847.71 ms [2021-09-27 18:23:57 main:574] : INFO : Epoch 1969 | loss: 0.0311553 | val_loss: 0.0311621 | Time: 2851.42 ms [2021-09-27 18:24:00 main:574] : INFO : Epoch 1970 | loss: 0.0311555 | val_loss: 0.031162 | Time: 2850.4 ms [2021-09-27 18:24:23 main:574] : INFO : Epoch 1971 | loss: 0.0311552 | val_loss: 0.0311636 | Time: 22865.9 ms [2021-09-27 18:24:26 main:574] : INFO : Epoch 1972 | loss: 0.0311556 | val_loss: 0.0311621 | Time: 2849.64 ms [2021-09-27 18:24:29 main:574] : INFO : Epoch 1973 | loss: 0.0311555 | val_loss: 0.0311623 | Time: 2874.46 ms [2021-09-27 18:24:31 main:574] : INFO : Epoch 1974 | loss: 0.0311556 | val_loss: 0.0311624 | Time: 2855.96 ms [2021-09-27 18:24:34 main:574] : INFO : Epoch 1975 | loss: 0.031155 | val_loss: 0.0311623 | Time: 2897.67 ms [2021-09-27 18:24:37 main:574] : INFO : Epoch 1976 | loss: 0.0311555 | val_loss: 0.031164 | Time: 2872.5 ms [2021-09-27 18:24:40 main:574] : INFO : Epoch 1977 | loss: 0.0311552 | val_loss: 0.0311623 | Time: 2854.08 ms [2021-09-27 18:24:44 main:574] : INFO : Epoch 1978 | loss: 0.0311577 | val_loss: 0.0311631 | Time: 2846.22 ms [2021-09-27 18:24:47 main:574] : INFO : Epoch 1979 | loss: 0.0311561 | val_loss: 0.0311621 | Time: 2847.56 ms [2021-09-27 18:24:50 main:574] : INFO : Epoch 1980 | loss: 0.0311565 | val_loss: 0.0311626 | Time: 2858.95 ms [2021-09-27 18:24:52 main:574] : INFO : Epoch 1981 | loss: 0.0311564 | val_loss: 0.031162 | Time: 2848.87 ms [2021-09-27 18:24:55 main:574] : INFO : Epoch 1982 | loss: 0.0311564 | val_loss: 0.0311621 | Time: 2845.18 ms [2021-09-27 18:24:58 main:574] : INFO : Epoch 1983 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 2847.51 ms [2021-09-27 18:25:01 main:574] : INFO : Epoch 1984 | loss: 0.0311563 | val_loss: 0.0311618 | Time: 2896.68 ms [2021-09-27 18:25:24 main:574] : INFO : Epoch 1985 | loss: 0.0311552 | val_loss: 0.0311621 | Time: 22803.7 ms [2021-09-27 18:25:27 main:574] : INFO : Epoch 1986 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 2847.54 ms [2021-09-27 18:25:30 main:574] : INFO : Epoch 1987 | loss: 0.0311554 | val_loss: 0.0311622 | Time: 2853.71 ms [2021-09-27 18:25:33 main:574] : INFO : Epoch 1988 | loss: 0.031156 | val_loss: 0.0311624 | Time: 2859.4 ms [2021-09-27 18:25:36 main:574] : INFO : Epoch 1989 | loss: 0.0311552 | val_loss: 0.0311625 | Time: 2852.61 ms [2021-09-27 18:25:39 main:574] : INFO : Epoch 1990 | loss: 0.0311586 | val_loss: 0.0311668 | Time: 2850.67 ms [2021-09-27 18:25:52 main:574] : INFO : Epoch 1991 | loss: 0.0311571 | val_loss: 0.0311619 | Time: 12889.2 ms [2021-09-27 18:25:55 main:574] : INFO : Epoch 1992 | loss: 0.031158 | val_loss: 0.0311626 | Time: 2846.94 ms [2021-09-27 18:25:58 main:574] : INFO : Epoch 1993 | loss: 0.0311572 | val_loss: 0.0311622 | Time: 2847.07 ms [2021-09-27 18:26:01 main:574] : INFO : Epoch 1994 | loss: 0.0311561 | val_loss: 0.0311673 | Time: 2852.22 ms [2021-09-27 18:26:23 main:574] : INFO : Epoch 1995 | loss: 0.0311595 | val_loss: 0.0311661 | Time: 22791 ms [2021-09-27 18:26:26 main:574] : INFO : Epoch 1996 | loss: 0.0311577 | val_loss: 0.0311669 | Time: 2845.98 ms [2021-09-27 18:26:29 main:574] : INFO : Epoch 1997 | loss: 0.0311559 | val_loss: 0.0311631 | Time: 2847.31 ms [2021-09-27 18:26:32 main:574] : INFO : Epoch 1998 | loss: 0.0311574 | val_loss: 0.0311623 | Time: 2850.42 ms [2021-09-27 18:26:35 main:574] : INFO : Epoch 1999 | loss: 0.0311581 | val_loss: 0.0311632 | Time: 2847.62 ms [2021-09-27 18:26:38 main:574] : INFO : Epoch 2000 | loss: 0.0311563 | val_loss: 0.0311624 | Time: 2858.09 ms [2021-09-27 18:26:41 main:574] : INFO : Epoch 2001 | loss: 0.0311554 | val_loss: 0.0311625 | Time: 2883.34 ms [2021-09-27 18:26:44 main:574] : INFO : Epoch 2002 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 2849.48 ms [2021-09-27 18:26:47 main:574] : INFO : Epoch 2003 | loss: 0.0311559 | val_loss: 0.0311654 | Time: 2852.88 ms [2021-09-27 18:26:50 main:574] : INFO : Epoch 2004 | loss: 0.0311564 | val_loss: 0.0311625 | Time: 2851.79 ms [2021-09-27 18:26:53 main:574] : INFO : Epoch 2005 | loss: 0.0311551 | val_loss: 0.0311625 | Time: 2851.87 ms [2021-09-27 18:26:56 main:574] : INFO : Epoch 2006 | loss: 0.0311565 | val_loss: 0.0311635 | Time: 2850.15 ms [2021-09-27 18:26:59 main:574] : INFO : Epoch 2007 | loss: 0.0311566 | val_loss: 0.0311625 | Time: 2851.08 ms [2021-09-27 18:27:02 main:574] : INFO : Epoch 2008 | loss: 0.0311553 | val_loss: 0.031162 | Time: 2913.12 ms [2021-09-27 18:27:45 main:574] : INFO : Epoch 2009 | loss: 0.0311556 | val_loss: 0.0311618 | Time: 42895 ms [2021-09-27 18:27:48 main:574] : INFO : Epoch 2010 | loss: 0.0311555 | val_loss: 0.0311622 | Time: 2849.45 ms [2021-09-27 18:27:51 main:574] : INFO : Epoch 2011 | loss: 0.0311564 | val_loss: 0.0311647 | Time: 2850.85 ms [2021-09-27 18:27:53 main:574] : INFO : Epoch 2012 | loss: 0.0311562 | val_loss: 0.0311621 | Time: 2851.08 ms [2021-09-27 18:27:56 main:574] : INFO : Epoch 2013 | loss: 0.0311555 | val_loss: 0.0311623 | Time: 2866.49 ms [2021-09-27 18:27:59 main:574] : INFO : Epoch 2014 | loss: 0.0311566 | val_loss: 0.0311665 | Time: 2846.12 ms [2021-09-27 18:28:22 main:574] : INFO : Epoch 2015 | loss: 0.0311559 | val_loss: 0.0311621 | Time: 22982.1 ms [2021-09-27 18:28:25 main:574] : INFO : Epoch 2016 | loss: 0.031156 | val_loss: 0.0311629 | Time: 2845.47 ms [2021-09-27 18:28:28 main:574] : INFO : Epoch 2017 | loss: 0.0311554 | val_loss: 0.0311628 | Time: 2844.26 ms [2021-09-27 18:28:31 main:574] : INFO : Epoch 2018 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 2847.93 ms [2021-09-27 18:28:34 main:574] : INFO : Epoch 2019 | loss: 0.0311556 | val_loss: 0.0311621 | Time: 2875.43 ms [2021-09-27 18:28:37 main:574] : INFO : Epoch 2020 | loss: 0.0311561 | val_loss: 0.0311626 | Time: 2844.32 ms [2021-09-27 18:28:40 main:574] : INFO : Epoch 2021 | loss: 0.031158 | val_loss: 0.0311635 | Time: 2858.72 ms [2021-09-27 18:28:43 main:574] : INFO : Epoch 2022 | loss: 0.0311588 | val_loss: 0.0311637 | Time: 2856.8 ms [2021-09-27 18:28:46 main:574] : INFO : Epoch 2023 | loss: 0.0311566 | val_loss: 0.0311621 | Time: 2859.87 ms [2021-09-27 18:28:49 main:574] : INFO : Epoch 2024 | loss: 0.0311557 | val_loss: 0.0311629 | Time: 2874.14 ms [2021-09-27 18:28:52 main:574] : INFO : Epoch 2025 | loss: 0.0311556 | val_loss: 0.0311619 | Time: 2851.91 ms [2021-09-27 18:28:55 main:574] : INFO : Epoch 2026 | loss: 0.0311557 | val_loss: 0.0311634 | Time: 2853.92 ms [2021-09-27 18:28:58 main:574] : INFO : Epoch 2027 | loss: 0.0311571 | val_loss: 0.0311637 | Time: 2847.02 ms [2021-09-27 18:29:01 main:574] : INFO : Epoch 2028 | loss: 0.0311555 | val_loss: 0.031162 | Time: 2886.2 ms [2021-09-27 18:29:34 main:574] : INFO : Epoch 2029 | loss: 0.0311551 | val_loss: 0.0311623 | Time: 32926.2 ms [2021-09-27 18:29:37 main:574] : INFO : Epoch 2030 | loss: 0.0311558 | val_loss: 0.0311628 | Time: 2845.88 ms [2021-09-27 18:29:40 main:574] : INFO : Epoch 2031 | loss: 0.0311556 | val_loss: 0.0311621 | Time: 2846.95 ms [2021-09-27 18:29:43 main:574] : INFO : Epoch 2032 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 2853.39 ms [2021-09-27 18:29:46 main:574] : INFO : Epoch 2033 | loss: 0.0311564 | val_loss: 0.0311618 | Time: 2883.72 ms [2021-09-27 18:29:49 main:574] : INFO : Epoch 2034 | loss: 0.0311576 | val_loss: 0.0311634 | Time: 2843.21 ms [2021-09-27 18:29:52 main:574] : INFO : Epoch 2035 | loss: 0.0311564 | val_loss: 0.0311626 | Time: 2850.22 ms [2021-09-27 18:29:54 main:574] : INFO : Epoch 2036 | loss: 0.0311555 | val_loss: 0.031164 | Time: 2849.06 ms [2021-09-27 18:29:57 main:574] : INFO : Epoch 2037 | loss: 0.0311562 | val_loss: 0.0311641 | Time: 2859.26 ms [2021-09-27 18:30:00 main:574] : INFO : Epoch 2038 | loss: 0.0311569 | val_loss: 0.0311671 | Time: 2856.86 ms [2021-09-27 18:30:23 main:574] : INFO : Epoch 2039 | loss: 0.0311577 | val_loss: 0.0311693 | Time: 22848.6 ms [2021-09-27 18:30:26 main:574] : INFO : Epoch 2040 | loss: 0.0311568 | val_loss: 0.0311626 | Time: 2854.68 ms [2021-09-27 18:30:29 main:574] : INFO : Epoch 2041 | loss: 0.0311558 | val_loss: 0.031163 | Time: 2854.33 ms [2021-09-27 18:30:32 main:574] : INFO : Epoch 2042 | loss: 0.0311562 | val_loss: 0.0311626 | Time: 2857.5 ms [2021-09-27 18:30:35 main:574] : INFO : Epoch 2043 | loss: 0.0311552 | val_loss: 0.0311619 | Time: 2850.72 ms [2021-09-27 18:30:38 main:574] : INFO : Epoch 2044 | loss: 0.0311558 | val_loss: 0.0311646 | Time: 2849.55 ms [2021-09-27 18:30:41 main:574] : INFO : Epoch 2045 | loss: 0.0311569 | val_loss: 0.0311622 | Time: 2861.63 ms [2021-09-27 18:30:44 main:574] : INFO : Epoch 2046 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 2846.24 ms [2021-09-27 18:30:47 main:574] : INFO : Epoch 2047 | loss: 0.0311552 | val_loss: 0.0311619 | Time: 2872.49 ms [2021-09-27 18:30:50 main:574] : INFO : Epoch 2048 | loss: 0.031156 | val_loss: 0.0311663 | Time: 2847.63 ms [2021-09-27 18:30:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311663 [2021-09-27 18:30:50 main:603] : INFO : Saving end state to config to file [2021-09-27 18:30:50 main:608] : INFO : Success, exiting.. 18:30:50 (18632): 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)