Task 5692887
| Name | ParityMachine-1625098738-30373-1_0 |
| Workunit | 3530586 |
| Created | 7 Jul 2021, 2:41:09 UTC |
| Sent | 11 Jul 2021, 21:34:27 UTC |
| Report deadline | 18 Jul 2021, 21:34:27 UTC |
| Received | 11 Jul 2021, 23:25:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 1 hours 50 min 15 sec |
| CPU time | 1 hours 48 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.69 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311627 | val_loss: 0.0311713 | Time: 3293.26 ms [2021-07-12 01:00:07 main:574] : INFO : Epoch 1543 | loss: 0.0311605 | val_loss: 0.031172 | Time: 3284.48 ms [2021-07-12 01:00:10 main:574] : INFO : Epoch 1544 | loss: 0.0311608 | val_loss: 0.0311707 | Time: 3280.24 ms [2021-07-12 01:00:14 main:574] : INFO : Epoch 1545 | loss: 0.0311596 | val_loss: 0.0311707 | Time: 3276.34 ms [2021-07-12 01:00:17 main:574] : INFO : Epoch 1546 | loss: 0.0311625 | val_loss: 0.0311836 | Time: 3299.84 ms [2021-07-12 01:00:20 main:574] : INFO : Epoch 1547 | loss: 0.0311684 | val_loss: 0.0311725 | Time: 3336.67 ms [2021-07-12 01:00:24 main:574] : INFO : Epoch 1548 | loss: 0.0311681 | val_loss: 0.0311728 | Time: 3313.21 ms [2021-07-12 01:00:27 main:574] : INFO : Epoch 1549 | loss: 0.0311649 | val_loss: 0.0311736 | Time: 3307.58 ms [2021-07-12 01:00:30 main:574] : INFO : Epoch 1550 | loss: 0.0311656 | val_loss: 0.0311766 | Time: 3309.05 ms [2021-07-12 01:00:34 main:574] : INFO : Epoch 1551 | loss: 0.0311651 | val_loss: 0.0311715 | Time: 3294 ms [2021-07-12 01:00:37 main:574] : INFO : Epoch 1552 | loss: 0.0311626 | val_loss: 0.0311721 | Time: 3332.68 ms [2021-07-12 01:00:40 main:574] : INFO : Epoch 1553 | loss: 0.0311624 | val_loss: 0.0311707 | Time: 3284.69 ms [2021-07-12 01:00:44 main:574] : INFO : Epoch 1554 | loss: 0.0311624 | val_loss: 0.0311746 | Time: 3276.27 ms [2021-07-12 01:00:47 main:574] : INFO : Epoch 1555 | loss: 0.0311612 | val_loss: 0.0311717 | Time: 3290.12 ms [2021-07-12 01:00:50 main:574] : INFO : Epoch 1556 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 3312.3 ms [2021-07-12 01:00:53 main:574] : INFO : Epoch 1557 | loss: 0.0311608 | val_loss: 0.031171 | Time: 3291.74 ms [2021-07-12 01:00:57 main:574] : INFO : Epoch 1558 | loss: 0.0311606 | val_loss: 0.031169 | Time: 3302.05 ms [2021-07-12 01:01:00 main:574] : INFO : Epoch 1559 | loss: 0.0311605 | val_loss: 0.0311697 | Time: 3279.58 ms [2021-07-12 01:01:03 main:574] : INFO : Epoch 1560 | loss: 0.0311594 | val_loss: 0.031175 | Time: 3293.76 ms [2021-07-12 01:01:07 main:574] : INFO : Epoch 1561 | loss: 0.0311627 | val_loss: 0.0311691 | Time: 3292.74 ms [2021-07-12 01:01:10 main:574] : INFO : Epoch 1562 | loss: 0.0311603 | val_loss: 0.0311747 | Time: 3275.53 ms [2021-07-12 01:01:13 main:574] : INFO : Epoch 1563 | loss: 0.0311599 | val_loss: 0.03117 | Time: 3304.61 ms [2021-07-12 01:01:17 main:574] : INFO : Epoch 1564 | loss: 0.0311615 | val_loss: 0.0311778 | Time: 3275.89 ms [2021-07-12 01:01:20 main:574] : INFO : Epoch 1565 | loss: 0.0311634 | val_loss: 0.0311724 | Time: 3341.13 ms [2021-07-12 01:01:23 main:574] : INFO : Epoch 1566 | loss: 0.0311643 | val_loss: 0.0311718 | Time: 3305.37 ms [2021-07-12 01:01:26 main:574] : INFO : Epoch 1567 | loss: 0.0311605 | val_loss: 0.0311738 | Time: 3284.29 ms [2021-07-12 01:01:30 main:574] : INFO : Epoch 1568 | loss: 0.0311588 | val_loss: 0.0311739 | Time: 3316.63 ms [2021-07-12 01:01:33 main:574] : INFO : Epoch 1569 | loss: 0.031161 | val_loss: 0.0311724 | Time: 3268.41 ms [2021-07-12 01:01:36 main:574] : INFO : Epoch 1570 | loss: 0.0311597 | val_loss: 0.0311733 | Time: 3313.7 ms [2021-07-12 01:01:40 main:574] : INFO : Epoch 1571 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 3279.54 ms [2021-07-12 01:01:43 main:574] : INFO : Epoch 1572 | loss: 0.0311649 | val_loss: 0.0311707 | Time: 3296.87 ms [2021-07-12 01:01:46 main:574] : INFO : Epoch 1573 | loss: 0.031166 | val_loss: 0.0311723 | Time: 3264.06 ms [2021-07-12 01:01:50 main:574] : INFO : Epoch 1574 | loss: 0.031166 | val_loss: 0.0311728 | Time: 3283.29 ms [2021-07-12 01:01:53 main:574] : INFO : Epoch 1575 | loss: 0.031164 | val_loss: 0.031171 | Time: 3271.57 ms [2021-07-12 01:01:56 main:574] : INFO : Epoch 1576 | loss: 0.0311655 | val_loss: 0.0311725 | Time: 3315.03 ms [2021-07-12 01:01:59 main:574] : INFO : Epoch 1577 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 3271.23 ms [2021-07-12 01:02:03 main:574] : INFO : Epoch 1578 | loss: 0.0311628 | val_loss: 0.0311693 | Time: 3315.66 ms [2021-07-12 01:02:06 main:574] : INFO : Epoch 1579 | loss: 0.0311637 | val_loss: 0.0311717 | Time: 3309.05 ms [2021-07-12 01:02:09 main:574] : INFO : Epoch 1580 | loss: 0.0311652 | val_loss: 0.031175 | Time: 3299.92 ms [2021-07-12 01:02:13 main:574] : INFO : Epoch 1581 | loss: 0.0311641 | val_loss: 0.031174 | Time: 3283.53 ms [2021-07-12 01:02:16 main:574] : INFO : Epoch 1582 | loss: 0.0311744 | val_loss: 0.0311872 | Time: 3266.6 ms [2021-07-12 01:02:19 main:574] : INFO : Epoch 1583 | loss: 0.0311775 | val_loss: 0.0311744 | Time: 3300.14 ms [2021-07-12 01:02:23 main:574] : INFO : Epoch 1584 | loss: 0.0311709 | val_loss: 0.0311715 | Time: 3304.34 ms [2021-07-12 01:02:26 main:574] : INFO : Epoch 1585 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 3281.49 ms [2021-07-12 01:02:29 main:574] : INFO : Epoch 1586 | loss: 0.0311687 | val_loss: 0.0311717 | Time: 3289.38 ms [2021-07-12 01:02:32 main:574] : INFO : Epoch 1587 | loss: 0.0311663 | val_loss: 0.0311702 | Time: 3298.62 ms [2021-07-12 01:02:36 main:574] : INFO : Epoch 1588 | loss: 0.0311655 | val_loss: 0.0311709 | Time: 3268.38 ms [2021-07-12 01:02:39 main:574] : INFO : Epoch 1589 | loss: 0.0311659 | val_loss: 0.0311692 | Time: 3294.6 ms [2021-07-12 01:02:42 main:574] : INFO : Epoch 1590 | loss: 0.0311653 | val_loss: 0.0311691 | Time: 3285.9 ms [2021-07-12 01:02:46 main:574] : INFO : Epoch 1591 | loss: 0.0311652 | val_loss: 0.0311701 | Time: 3283.96 ms [2021-07-12 01:02:49 main:574] : INFO : Epoch 1592 | loss: 0.0311662 | val_loss: 0.0311728 | Time: 3255.78 ms [2021-07-12 01:02:52 main:574] : INFO : Epoch 1593 | loss: 0.0311675 | val_loss: 0.0311738 | Time: 3288.99 ms [2021-07-12 01:02:55 main:574] : INFO : Epoch 1594 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 3277.23 ms [2021-07-12 01:02:59 main:574] : INFO : Epoch 1595 | loss: 0.0311622 | val_loss: 0.0311691 | Time: 3306.45 ms [2021-07-12 01:03:02 main:574] : INFO : Epoch 1596 | loss: 0.0311626 | val_loss: 0.0311689 | Time: 3293.31 ms [2021-07-12 01:03:05 main:574] : INFO : Epoch 1597 | loss: 0.0311636 | val_loss: 0.0311669 | Time: 3271.48 ms [2021-07-12 01:03:09 main:574] : INFO : Epoch 1598 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 3246.41 ms [2021-07-12 01:03:12 main:574] : INFO : Epoch 1599 | loss: 0.0311654 | val_loss: 0.0311716 | Time: 3299.69 ms [2021-07-12 01:03:15 main:574] : INFO : Epoch 1600 | loss: 0.0311666 | val_loss: 0.0311669 | Time: 3286.18 ms [2021-07-12 01:03:18 main:574] : INFO : Epoch 1601 | loss: 0.0311609 | val_loss: 0.0311672 | Time: 3254.61 ms [2021-07-12 01:03:22 main:574] : INFO : Epoch 1602 | loss: 0.0311626 | val_loss: 0.0311705 | Time: 3299.54 ms [2021-07-12 01:03:25 main:574] : INFO : Epoch 1603 | loss: 0.0311636 | val_loss: 0.0311682 | Time: 3285.77 ms [2021-07-12 01:03:28 main:574] : INFO : Epoch 1604 | loss: 0.0311615 | val_loss: 0.0311669 | Time: 3255.92 ms [2021-07-12 01:03:32 main:574] : INFO : Epoch 1605 | loss: 0.0311601 | val_loss: 0.0311698 | Time: 3325.85 ms [2021-07-12 01:03:35 main:574] : INFO : Epoch 1606 | loss: 0.0311615 | val_loss: 0.0311664 | Time: 3334.04 ms [2021-07-12 01:03:38 main:574] : INFO : Epoch 1607 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 3293.21 ms [2021-07-12 01:03:42 main:574] : INFO : Epoch 1608 | loss: 0.0311613 | val_loss: 0.0311669 | Time: 3327.2 ms [2021-07-12 01:03:45 main:574] : INFO : Epoch 1609 | loss: 0.0311588 | val_loss: 0.0311668 | Time: 3277.64 ms [2021-07-12 01:03:48 main:574] : INFO : Epoch 1610 | loss: 0.031159 | val_loss: 0.0311663 | Time: 3298.48 ms [2021-07-12 01:03:52 main:574] : INFO : Epoch 1611 | loss: 0.031158 | val_loss: 0.0311656 | Time: 3238.55 ms [2021-07-12 01:03:55 main:574] : INFO : Epoch 1612 | loss: 0.0311567 | val_loss: 0.0311661 | Time: 3301.97 ms [2021-07-12 01:03:58 main:574] : INFO : Epoch 1613 | loss: 0.0311582 | val_loss: 0.0311667 | Time: 3300.31 ms [2021-07-12 01:04:01 main:574] : INFO : Epoch 1614 | loss: 0.0311567 | val_loss: 0.0311668 | Time: 3270 ms [2021-07-12 01:04:05 main:574] : INFO : Epoch 1615 | loss: 0.0311572 | val_loss: 0.0311658 | Time: 3270.96 ms [2021-07-12 01:04:08 main:574] : INFO : Epoch 1616 | loss: 0.0311573 | val_loss: 0.0311654 | Time: 3269.62 ms [2021-07-12 01:04:11 main:574] : INFO : Epoch 1617 | loss: 0.0311579 | val_loss: 0.0311651 | Time: 3286.26 ms [2021-07-12 01:04:15 main:574] : INFO : Epoch 1618 | loss: 0.0311567 | val_loss: 0.0311733 | Time: 3291.17 ms [2021-07-12 01:04:18 main:574] : INFO : Epoch 1619 | loss: 0.031167 | val_loss: 0.0311766 | Time: 3308.68 ms [2021-07-12 01:04:21 main:574] : INFO : Epoch 1620 | loss: 0.0311596 | val_loss: 0.0311656 | Time: 3278.07 ms [2021-07-12 01:04:24 main:574] : INFO : Epoch 1621 | loss: 0.0311607 | val_loss: 0.031167 | Time: 3289.97 ms [2021-07-12 01:04:28 main:574] : INFO : Epoch 1622 | loss: 0.0311564 | val_loss: 0.031166 | Time: 3287.88 ms [2021-07-12 01:04:31 main:574] : INFO : Epoch 1623 | loss: 0.0311562 | val_loss: 0.0311678 | Time: 3284.04 ms [2021-07-12 01:04:34 main:574] : INFO : Epoch 1624 | loss: 0.0311554 | val_loss: 0.0311713 | Time: 3283.47 ms [2021-07-12 01:04:38 main:574] : INFO : Epoch 1625 | loss: 0.031156 | val_loss: 0.0311661 | Time: 3281.02 ms [2021-07-12 01:04:41 main:574] : INFO : Epoch 1626 | loss: 0.0311551 | val_loss: 0.0311662 | Time: 3292.17 ms [2021-07-12 01:04:44 main:574] : INFO : Epoch 1627 | loss: 0.0311565 | val_loss: 0.0311673 | Time: 3339.09 ms [2021-07-12 01:04:48 main:574] : INFO : Epoch 1628 | loss: 0.0311551 | val_loss: 0.0311667 | Time: 3273.49 ms [2021-07-12 01:04:51 main:574] : INFO : Epoch 1629 | loss: 0.0311597 | val_loss: 0.0311655 | Time: 3277.96 ms [2021-07-12 01:04:54 main:574] : INFO : Epoch 1630 | loss: 0.0311593 | val_loss: 0.0311665 | Time: 3291.12 ms [2021-07-12 01:04:57 main:574] : INFO : Epoch 1631 | loss: 0.0311604 | val_loss: 0.0311677 | Time: 3279.48 ms [2021-07-12 01:05:01 main:574] : INFO : Epoch 1632 | loss: 0.0311584 | val_loss: 0.0311688 | Time: 3290.65 ms [2021-07-12 01:05:04 main:574] : INFO : Epoch 1633 | loss: 0.0311586 | val_loss: 0.0311677 | Time: 3280.32 ms [2021-07-12 01:05:07 main:574] : INFO : Epoch 1634 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 3290.5 ms [2021-07-12 01:05:11 main:574] : INFO : Epoch 1635 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 3269.35 ms [2021-07-12 01:05:14 main:574] : INFO : Epoch 1636 | loss: 0.0311615 | val_loss: 0.0311698 | Time: 3284.41 ms [2021-07-12 01:05:17 main:574] : INFO : Epoch 1637 | loss: 0.0311607 | val_loss: 0.0311676 | Time: 3278.71 ms [2021-07-12 01:05:20 main:574] : INFO : Epoch 1638 | loss: 0.0311616 | val_loss: 0.0311654 | Time: 3290.05 ms [2021-07-12 01:05:24 main:574] : INFO : Epoch 1639 | loss: 0.0311598 | val_loss: 0.031169 | Time: 3264.59 ms [2021-07-12 01:05:27 main:574] : INFO : Epoch 1640 | loss: 0.0311593 | val_loss: 0.0311672 | Time: 3295.51 ms [2021-07-12 01:05:30 main:574] : INFO : Epoch 1641 | loss: 0.0311568 | val_loss: 0.0311673 | Time: 3298.01 ms [2021-07-12 01:05:34 main:574] : INFO : Epoch 1642 | loss: 0.0311572 | val_loss: 0.0311648 | Time: 3283.61 ms [2021-07-12 01:05:37 main:574] : INFO : Epoch 1643 | loss: 0.0311578 | val_loss: 0.0311636 | Time: 3274.6 ms [2021-07-12 01:05:40 main:574] : INFO : Epoch 1644 | loss: 0.0311574 | val_loss: 0.0311688 | Time: 3284.34 ms [2021-07-12 01:05:44 main:574] : INFO : Epoch 1645 | loss: 0.0311577 | val_loss: 0.0311634 | Time: 3307.73 ms [2021-07-12 01:05:47 main:574] : INFO : Epoch 1646 | loss: 0.0311584 | val_loss: 0.0311631 | Time: 3273.05 ms [2021-07-12 01:05:50 main:574] : INFO : Epoch 1647 | loss: 0.031157 | val_loss: 0.0311614 | Time: 3297.21 ms [2021-07-12 01:05:53 main:574] : INFO : Epoch 1648 | loss: 0.0311553 | val_loss: 0.0311627 | Time: 3284.31 ms [2021-07-12 01:05:57 main:574] : INFO : Epoch 1649 | loss: 0.0311552 | val_loss: 0.0311649 | Time: 3281.84 ms [2021-07-12 01:06:00 main:574] : INFO : Epoch 1650 | loss: 0.0311559 | val_loss: 0.0311622 | Time: 3287.6 ms [2021-07-12 01:06:03 main:574] : INFO : Epoch 1651 | loss: 0.0311578 | val_loss: 0.0311724 | Time: 3291.21 ms [2021-07-12 01:06:07 main:574] : INFO : Epoch 1652 | loss: 0.0311583 | val_loss: 0.0311637 | Time: 3322.14 ms [2021-07-12 01:06:10 main:574] : INFO : Epoch 1653 | loss: 0.0311538 | val_loss: 0.0311613 | Time: 3304.92 ms [2021-07-12 01:06:13 main:574] : INFO : Epoch 1654 | loss: 0.0311533 | val_loss: 0.031163 | Time: 3285.78 ms [2021-07-12 01:06:17 main:574] : INFO : Epoch 1655 | loss: 0.0311522 | val_loss: 0.0311618 | Time: 3305.65 ms [2021-07-12 01:06:20 main:574] : INFO : Epoch 1656 | loss: 0.0311532 | val_loss: 0.0311635 | Time: 3308.04 ms [2021-07-12 01:06:23 main:574] : INFO : Epoch 1657 | loss: 0.0311516 | val_loss: 0.0311653 | Time: 3294.6 ms [2021-07-12 01:06:26 main:574] : INFO : Epoch 1658 | loss: 0.0311521 | val_loss: 0.0311638 | Time: 3315.14 ms [2021-07-12 01:06:30 main:574] : INFO : Epoch 1659 | loss: 0.0311548 | val_loss: 0.0311642 | Time: 3296.93 ms [2021-07-12 01:06:33 main:574] : INFO : Epoch 1660 | loss: 0.0311553 | val_loss: 0.0311645 | Time: 3294.49 ms [2021-07-12 01:06:36 main:574] : INFO : Epoch 1661 | loss: 0.0311558 | val_loss: 0.0311689 | Time: 3282.85 ms [2021-07-12 01:06:40 main:574] : INFO : Epoch 1662 | loss: 0.0311572 | val_loss: 0.0311758 | Time: 3282.49 ms [2021-07-12 01:06:43 main:574] : INFO : Epoch 1663 | loss: 0.0311583 | val_loss: 0.0311664 | Time: 3274.9 ms [2021-07-12 01:06:46 main:574] : INFO : Epoch 1664 | loss: 0.0311567 | val_loss: 0.0311693 | Time: 3311.27 ms [2021-07-12 01:06:50 main:574] : INFO : Epoch 1665 | loss: 0.0311624 | val_loss: 0.0311732 | Time: 3292.09 ms [2021-07-12 01:06:53 main:574] : INFO : Epoch 1666 | loss: 0.0311628 | val_loss: 0.0311659 | Time: 3297.41 ms [2021-07-12 01:06:56 main:574] : INFO : Epoch 1667 | loss: 0.0311588 | val_loss: 0.0311677 | Time: 3284.43 ms [2021-07-12 01:06:59 main:574] : INFO : Epoch 1668 | loss: 0.0311557 | val_loss: 0.0311666 | Time: 3261.68 ms [2021-07-12 01:07:03 main:574] : INFO : Epoch 1669 | loss: 0.0311553 | val_loss: 0.0311683 | Time: 3319.09 ms [2021-07-12 01:07:06 main:574] : INFO : Epoch 1670 | loss: 0.0311551 | val_loss: 0.0311646 | Time: 3321.97 ms [2021-07-12 01:07:09 main:574] : INFO : Epoch 1671 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 3283.49 ms [2021-07-12 01:07:13 main:574] : INFO : Epoch 1672 | loss: 0.0311544 | val_loss: 0.0311657 | Time: 3257.81 ms [2021-07-12 01:07:16 main:574] : INFO : Epoch 1673 | loss: 0.0311548 | val_loss: 0.0311668 | Time: 3307.03 ms [2021-07-12 01:07:19 main:574] : INFO : Epoch 1674 | loss: 0.0311562 | val_loss: 0.0311779 | Time: 3287.96 ms [2021-07-12 01:07:23 main:574] : INFO : Epoch 1675 | loss: 0.0311607 | val_loss: 0.0311727 | Time: 3297 ms [2021-07-12 01:07:26 main:574] : INFO : Epoch 1676 | loss: 0.0311574 | val_loss: 0.0311664 | Time: 3290.43 ms [2021-07-12 01:07:29 main:574] : INFO : Epoch 1677 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 3273.38 ms [2021-07-12 01:07:32 main:574] : INFO : Epoch 1678 | loss: 0.0311563 | val_loss: 0.0311674 | Time: 3266.51 ms [2021-07-12 01:07:36 main:574] : INFO : Epoch 1679 | loss: 0.0311594 | val_loss: 0.0311634 | Time: 3291.6 ms [2021-07-12 01:07:39 main:574] : INFO : Epoch 1680 | loss: 0.0311577 | val_loss: 0.0311638 | Time: 3306.16 ms [2021-07-12 01:07:42 main:574] : INFO : Epoch 1681 | loss: 0.0311567 | val_loss: 0.0311645 | Time: 3255.09 ms [2021-07-12 01:07:46 main:574] : INFO : Epoch 1682 | loss: 0.0311583 | val_loss: 0.0311648 | Time: 3273.97 ms [2021-07-12 01:07:49 main:574] : INFO : Epoch 1683 | loss: 0.0311583 | val_loss: 0.031167 | Time: 3297.47 ms [2021-07-12 01:07:52 main:574] : INFO : Epoch 1684 | loss: 0.0311601 | val_loss: 0.0311654 | Time: 3298.09 ms [2021-07-12 01:07:55 main:574] : INFO : Epoch 1685 | loss: 0.0311574 | val_loss: 0.0311624 | Time: 3286.33 ms [2021-07-12 01:07:59 main:574] : INFO : Epoch 1686 | loss: 0.0311581 | val_loss: 0.0311633 | Time: 3277.6 ms [2021-07-12 01:08:02 main:574] : INFO : Epoch 1687 | loss: 0.031156 | val_loss: 0.0311638 | Time: 3288.21 ms [2021-07-12 01:08:05 main:574] : INFO : Epoch 1688 | loss: 0.031155 | val_loss: 0.0311642 | Time: 3302.97 ms [2021-07-12 01:08:09 main:574] : INFO : Epoch 1689 | loss: 0.0311546 | val_loss: 0.0311653 | Time: 3303.58 ms [2021-07-12 01:08:12 main:574] : INFO : Epoch 1690 | loss: 0.0311525 | val_loss: 0.0311632 | Time: 3285.71 ms [2021-07-12 01:08:15 main:574] : INFO : Epoch 1691 | loss: 0.0311539 | val_loss: 0.0311652 | Time: 3278.5 ms [2021-07-12 01:08:19 main:574] : INFO : Epoch 1692 | loss: 0.0311548 | val_loss: 0.0311638 | Time: 3265.57 ms [2021-07-12 01:08:22 main:574] : INFO : Epoch 1693 | loss: 0.0311534 | val_loss: 0.0311652 | Time: 3273.32 ms [2021-07-12 01:08:25 main:574] : INFO : Epoch 1694 | loss: 0.0311533 | val_loss: 0.0311633 | Time: 3287.83 ms [2021-07-12 01:08:28 main:574] : INFO : Epoch 1695 | loss: 0.0311525 | val_loss: 0.0311635 | Time: 3293.65 ms [2021-07-12 01:08:32 main:574] : INFO : Epoch 1696 | loss: 0.0311544 | val_loss: 0.0311659 | Time: 3276.54 ms [2021-07-12 01:08:35 main:574] : INFO : Epoch 1697 | loss: 0.0311522 | val_loss: 0.0311664 | Time: 3288 ms [2021-07-12 01:08:38 main:574] : INFO : Epoch 1698 | loss: 0.031151 | val_loss: 0.0311644 | Time: 3260.53 ms [2021-07-12 01:08:42 main:574] : INFO : Epoch 1699 | loss: 0.0311504 | val_loss: 0.0311674 | Time: 3293.15 ms [2021-07-12 01:08:45 main:574] : INFO : Epoch 1700 | loss: 0.031151 | val_loss: 0.0311643 | Time: 3274.45 ms [2021-07-12 01:08:48 main:574] : INFO : Epoch 1701 | loss: 0.03115 | val_loss: 0.0311669 | Time: 3305.35 ms [2021-07-12 01:08:51 main:574] : INFO : Epoch 1702 | loss: 0.0311491 | val_loss: 0.0311636 | Time: 3276.24 ms [2021-07-12 01:08:55 main:574] : INFO : Epoch 1703 | loss: 0.0311486 | val_loss: 0.0311642 | Time: 3269.79 ms [2021-07-12 01:08:58 main:574] : INFO : Epoch 1704 | loss: 0.0311509 | val_loss: 0.0311702 | Time: 3297.84 ms [2021-07-12 01:09:01 main:574] : INFO : Epoch 1705 | loss: 0.0311523 | val_loss: 0.0311644 | Time: 3291.28 ms [2021-07-12 01:09:05 main:574] : INFO : Epoch 1706 | loss: 0.0311491 | val_loss: 0.0311683 | Time: 3258.74 ms [2021-07-12 01:09:08 main:574] : INFO : Epoch 1707 | loss: 0.0311504 | val_loss: 0.0311654 | Time: 3282.62 ms [2021-07-12 01:09:11 main:574] : INFO : Epoch 1708 | loss: 0.0311482 | val_loss: 0.0311658 | Time: 3298.71 ms [2021-07-12 01:09:15 main:574] : INFO : Epoch 1709 | loss: 0.0311479 | val_loss: 0.031168 | Time: 3290 ms [2021-07-12 01:09:18 main:574] : INFO : Epoch 1710 | loss: 0.0311508 | val_loss: 0.0311686 | Time: 3267.23 ms [2021-07-12 01:09:21 main:574] : INFO : Epoch 1711 | loss: 0.0311526 | val_loss: 0.0311648 | Time: 3281.08 ms [2021-07-12 01:09:24 main:574] : INFO : Epoch 1712 | loss: 0.0311494 | val_loss: 0.0311652 | Time: 3268.88 ms [2021-07-12 01:09:28 main:574] : INFO : Epoch 1713 | loss: 0.0311555 | val_loss: 0.0311658 | Time: 3335.76 ms [2021-07-12 01:09:31 main:574] : INFO : Epoch 1714 | loss: 0.031157 | val_loss: 0.0311783 | Time: 3289.09 ms [2021-07-12 01:09:34 main:574] : INFO : Epoch 1715 | loss: 0.0311565 | val_loss: 0.031166 | Time: 3295.17 ms [2021-07-12 01:09:38 main:574] : INFO : Epoch 1716 | loss: 0.0311511 | val_loss: 0.0311696 | Time: 3271.72 ms [2021-07-12 01:09:41 main:574] : INFO : Epoch 1717 | loss: 0.0311494 | val_loss: 0.0311669 | Time: 3288.08 ms [2021-07-12 01:09:44 main:574] : INFO : Epoch 1718 | loss: 0.0311489 | val_loss: 0.0311671 | Time: 3286.64 ms [2021-07-12 01:09:47 main:574] : INFO : Epoch 1719 | loss: 0.0311501 | val_loss: 0.0311654 | Time: 3291.06 ms [2021-07-12 01:09:51 main:574] : INFO : Epoch 1720 | loss: 0.0311486 | val_loss: 0.0311674 | Time: 3281.1 ms [2021-07-12 01:09:54 main:574] : INFO : Epoch 1721 | loss: 0.0311474 | val_loss: 0.0311657 | Time: 3304.55 ms [2021-07-12 01:09:57 main:574] : INFO : Epoch 1722 | loss: 0.0311498 | val_loss: 0.0311655 | Time: 3280.69 ms [2021-07-12 01:10:01 main:574] : INFO : Epoch 1723 | loss: 0.0311544 | val_loss: 0.0311689 | Time: 3287.23 ms [2021-07-12 01:10:04 main:574] : INFO : Epoch 1724 | loss: 0.0311497 | val_loss: 0.0311726 | Time: 3287.59 ms [2021-07-12 01:10:07 main:574] : INFO : Epoch 1725 | loss: 0.0311522 | val_loss: 0.0311683 | Time: 3293.67 ms [2021-07-12 01:10:11 main:574] : INFO : Epoch 1726 | loss: 0.0311523 | val_loss: 0.031167 | Time: 3286.43 ms [2021-07-12 01:10:14 main:574] : INFO : Epoch 1727 | loss: 0.0311549 | val_loss: 0.0311732 | Time: 3271.13 ms [2021-07-12 01:10:17 main:574] : INFO : Epoch 1728 | loss: 0.0311549 | val_loss: 0.0311675 | Time: 3272.67 ms [2021-07-12 01:10:20 main:574] : INFO : Epoch 1729 | loss: 0.0311495 | val_loss: 0.0311675 | Time: 3307.66 ms [2021-07-12 01:10:24 main:574] : INFO : Epoch 1730 | loss: 0.03115 | val_loss: 0.0311652 | Time: 3307.68 ms [2021-07-12 01:10:27 main:574] : INFO : Epoch 1731 | loss: 0.0311504 | val_loss: 0.0311645 | Time: 3305.14 ms [2021-07-12 01:10:30 main:574] : INFO : Epoch 1732 | loss: 0.031148 | val_loss: 0.031164 | Time: 3278.48 ms [2021-07-12 01:10:34 main:574] : INFO : Epoch 1733 | loss: 0.0311475 | val_loss: 0.0311641 | Time: 3274.97 ms [2021-07-12 01:10:37 main:574] : INFO : Epoch 1734 | loss: 0.0311465 | val_loss: 0.0311643 | Time: 3288.62 ms [2021-07-12 01:10:40 main:574] : INFO : Epoch 1735 | loss: 0.0311485 | val_loss: 0.0311716 | Time: 3269.66 ms [2021-07-12 01:10:43 main:574] : INFO : Epoch 1736 | loss: 0.0311476 | val_loss: 0.0311662 | Time: 3290.43 ms [2021-07-12 01:10:47 main:574] : INFO : Epoch 1737 | loss: 0.0311478 | val_loss: 0.0311667 | Time: 3279.41 ms [2021-07-12 01:10:50 main:574] : INFO : Epoch 1738 | loss: 0.031147 | val_loss: 0.0311668 | Time: 3292.77 ms [2021-07-12 01:10:53 main:574] : INFO : Epoch 1739 | loss: 0.0311469 | val_loss: 0.0311642 | Time: 3308.69 ms [2021-07-12 01:10:57 main:574] : INFO : Epoch 1740 | loss: 0.0311484 | val_loss: 0.0311664 | Time: 3296.05 ms [2021-07-12 01:11:00 main:574] : INFO : Epoch 1741 | loss: 0.0311509 | val_loss: 0.0311669 | Time: 3283.63 ms [2021-07-12 01:11:03 main:574] : INFO : Epoch 1742 | loss: 0.0311523 | val_loss: 0.031163 | Time: 3270.74 ms [2021-07-12 01:11:07 main:574] : INFO : Epoch 1743 | loss: 0.0311534 | val_loss: 0.0311641 | Time: 3293.22 ms [2021-07-12 01:11:10 main:574] : INFO : Epoch 1744 | loss: 0.0311557 | val_loss: 0.0311647 | Time: 3245.57 ms [2021-07-12 01:11:13 main:574] : INFO : Epoch 1745 | loss: 0.0311505 | val_loss: 0.0311657 | Time: 3294.94 ms [2021-07-12 01:11:16 main:574] : INFO : Epoch 1746 | loss: 0.0311519 | val_loss: 0.0311632 | Time: 3301.17 ms [2021-07-12 01:11:20 main:574] : INFO : Epoch 1747 | loss: 0.0311518 | val_loss: 0.0311643 | Time: 3286.56 ms [2021-07-12 01:11:23 main:574] : INFO : Epoch 1748 | loss: 0.0311523 | val_loss: 0.0311671 | Time: 3265.66 ms [2021-07-12 01:11:26 main:574] : INFO : Epoch 1749 | loss: 0.0311537 | val_loss: 0.0311667 | Time: 3288.72 ms [2021-07-12 01:11:30 main:574] : INFO : Epoch 1750 | loss: 0.0311554 | val_loss: 0.0311681 | Time: 3275.59 ms [2021-07-12 01:11:33 main:574] : INFO : Epoch 1751 | loss: 0.0311565 | val_loss: 0.0311697 | Time: 3272.99 ms [2021-07-12 01:11:36 main:574] : INFO : Epoch 1752 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 3272.18 ms [2021-07-12 01:11:39 main:574] : INFO : Epoch 1753 | loss: 0.0311596 | val_loss: 0.0311644 | Time: 3271.4 ms [2021-07-12 01:11:43 main:574] : INFO : Epoch 1754 | loss: 0.0311555 | val_loss: 0.0311687 | Time: 3290.33 ms [2021-07-12 01:11:46 main:574] : INFO : Epoch 1755 | loss: 0.0311563 | val_loss: 0.0311636 | Time: 3279.02 ms [2021-07-12 01:11:49 main:574] : INFO : Epoch 1756 | loss: 0.0311632 | val_loss: 0.0311752 | Time: 3268.43 ms [2021-07-12 01:11:53 main:574] : INFO : Epoch 1757 | loss: 0.0311576 | val_loss: 0.0311657 | Time: 3287.86 ms [2021-07-12 01:11:56 main:574] : INFO : Epoch 1758 | loss: 0.0311534 | val_loss: 0.0311658 | Time: 3288.79 ms [2021-07-12 01:11:59 main:574] : INFO : Epoch 1759 | loss: 0.0311526 | val_loss: 0.0311642 | Time: 3292.26 ms [2021-07-12 01:12:02 main:574] : INFO : Epoch 1760 | loss: 0.0311512 | val_loss: 0.0311638 | Time: 3251.72 ms [2021-07-12 01:12:06 main:574] : INFO : Epoch 1761 | loss: 0.0311513 | val_loss: 0.0311619 | Time: 3277.28 ms [2021-07-12 01:12:09 main:574] : INFO : Epoch 1762 | loss: 0.0311513 | val_loss: 0.0311641 | Time: 3265.09 ms [2021-07-12 01:12:12 main:574] : INFO : Epoch 1763 | loss: 0.0311515 | val_loss: 0.0311641 | Time: 3288.59 ms [2021-07-12 01:12:16 main:574] : INFO : Epoch 1764 | loss: 0.0311524 | val_loss: 0.0311703 | Time: 3287.69 ms [2021-07-12 01:12:19 main:574] : INFO : Epoch 1765 | loss: 0.0311518 | val_loss: 0.031164 | Time: 3295.58 ms [2021-07-12 01:12:22 main:574] : INFO : Epoch 1766 | loss: 0.0311519 | val_loss: 0.0311676 | Time: 3275.56 ms [2021-07-12 01:12:25 main:574] : INFO : Epoch 1767 | loss: 0.0311516 | val_loss: 0.0311641 | Time: 3280.82 ms [2021-07-12 01:12:29 main:574] : INFO : Epoch 1768 | loss: 0.0311511 | val_loss: 0.0311651 | Time: 3293.74 ms [2021-07-12 01:12:32 main:574] : INFO : Epoch 1769 | loss: 0.0311493 | val_loss: 0.0311632 | Time: 3293.2 ms [2021-07-12 01:12:35 main:574] : INFO : Epoch 1770 | loss: 0.0311495 | val_loss: 0.0311641 | Time: 3321.83 ms [2021-07-12 01:12:39 main:574] : INFO : Epoch 1771 | loss: 0.0311505 | val_loss: 0.0311671 | Time: 3261.97 ms [2021-07-12 01:12:42 main:574] : INFO : Epoch 1772 | loss: 0.0311497 | val_loss: 0.0311672 | Time: 3278.17 ms [2021-07-12 01:12:45 main:574] : INFO : Epoch 1773 | loss: 0.0311522 | val_loss: 0.0311691 | Time: 3279.17 ms [2021-07-12 01:12:48 main:574] : INFO : Epoch 1774 | loss: 0.0311541 | val_loss: 0.0311657 | Time: 3270.8 ms [2021-07-12 01:12:52 main:574] : INFO : Epoch 1775 | loss: 0.0311507 | val_loss: 0.0311676 | Time: 3279.8 ms [2021-07-12 01:12:55 main:574] : INFO : Epoch 1776 | loss: 0.0311501 | val_loss: 0.0311716 | Time: 3296.3 ms [2021-07-12 01:12:58 main:574] : INFO : Epoch 1777 | loss: 0.03115 | val_loss: 0.031165 | Time: 3267.51 ms [2021-07-12 01:13:02 main:574] : INFO : Epoch 1778 | loss: 0.0311493 | val_loss: 0.0311642 | Time: 3277.18 ms [2021-07-12 01:13:05 main:574] : INFO : Epoch 1779 | loss: 0.0311477 | val_loss: 0.0311646 | Time: 3265.94 ms [2021-07-12 01:13:08 main:574] : INFO : Epoch 1780 | loss: 0.0311499 | val_loss: 0.0311698 | Time: 3272.17 ms [2021-07-12 01:13:12 main:574] : INFO : Epoch 1781 | loss: 0.0311491 | val_loss: 0.0311643 | Time: 3302.97 ms [2021-07-12 01:13:15 main:574] : INFO : Epoch 1782 | loss: 0.0311749 | val_loss: 0.0311843 | Time: 3252.62 ms [2021-07-12 01:13:18 main:574] : INFO : Epoch 1783 | loss: 0.0311796 | val_loss: 0.0311768 | Time: 3269.99 ms [2021-07-12 01:13:21 main:574] : INFO : Epoch 1784 | loss: 0.0311713 | val_loss: 0.0311723 | Time: 3272.27 ms [2021-07-12 01:13:25 main:574] : INFO : Epoch 1785 | loss: 0.0311666 | val_loss: 0.0311723 | Time: 3274.46 ms [2021-07-12 01:13:28 main:574] : INFO : Epoch 1786 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 3263.24 ms [2021-07-12 01:13:31 main:574] : INFO : Epoch 1787 | loss: 0.0311647 | val_loss: 0.0311684 | Time: 3279.41 ms [2021-07-12 01:13:34 main:574] : INFO : Epoch 1788 | loss: 0.0311627 | val_loss: 0.0311664 | Time: 3287.66 ms [2021-07-12 01:13:38 main:574] : INFO : Epoch 1789 | loss: 0.0311602 | val_loss: 0.0311662 | Time: 3272.09 ms [2021-07-12 01:13:41 main:574] : INFO : Epoch 1790 | loss: 0.0311592 | val_loss: 0.0311692 | Time: 3273.33 ms [2021-07-12 01:13:44 main:574] : INFO : Epoch 1791 | loss: 0.0311626 | val_loss: 0.0311684 | Time: 3285.43 ms [2021-07-12 01:13:48 main:574] : INFO : Epoch 1792 | loss: 0.0311613 | val_loss: 0.0311693 | Time: 3307.3 ms [2021-07-12 01:13:51 main:574] : INFO : Epoch 1793 | loss: 0.0311629 | val_loss: 0.0311702 | Time: 3297.02 ms [2021-07-12 01:13:54 main:574] : INFO : Epoch 1794 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 3280.5 ms [2021-07-12 01:13:58 main:574] : INFO : Epoch 1795 | loss: 0.0311588 | val_loss: 0.0311689 | Time: 3280.84 ms [2021-07-12 01:14:01 main:574] : INFO : Epoch 1796 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 3272.74 ms [2021-07-12 01:14:04 main:574] : INFO : Epoch 1797 | loss: 0.0311581 | val_loss: 0.0311713 | Time: 3302.55 ms [2021-07-12 01:14:07 main:574] : INFO : Epoch 1798 | loss: 0.0311581 | val_loss: 0.0311714 | Time: 3301.91 ms [2021-07-12 01:14:11 main:574] : INFO : Epoch 1799 | loss: 0.0311607 | val_loss: 0.0311675 | Time: 3281.22 ms [2021-07-12 01:14:14 main:574] : INFO : Epoch 1800 | loss: 0.0311581 | val_loss: 0.0311678 | Time: 3283.99 ms [2021-07-12 01:14:17 main:574] : INFO : Epoch 1801 | loss: 0.031161 | val_loss: 0.0311689 | Time: 3273.65 ms [2021-07-12 01:14:21 main:574] : INFO : Epoch 1802 | loss: 0.0311608 | val_loss: 0.0311676 | Time: 3273.5 ms [2021-07-12 01:14:24 main:574] : INFO : Epoch 1803 | loss: 0.0311622 | val_loss: 0.0311652 | Time: 3294.3 ms [2021-07-12 01:14:27 main:574] : INFO : Epoch 1804 | loss: 0.0311582 | val_loss: 0.0311645 | Time: 3289.1 ms [2021-07-12 01:14:30 main:574] : INFO : Epoch 1805 | loss: 0.0311576 | val_loss: 0.0311661 | Time: 3294.96 ms [2021-07-12 01:14:34 main:574] : INFO : Epoch 1806 | loss: 0.0311569 | val_loss: 0.0311662 | Time: 3254.41 ms [2021-07-12 01:14:37 main:574] : INFO : Epoch 1807 | loss: 0.0311558 | val_loss: 0.0311662 | Time: 3271.42 ms [2021-07-12 01:14:40 main:574] : INFO : Epoch 1808 | loss: 0.0311553 | val_loss: 0.0311672 | Time: 3295.04 ms [2021-07-12 01:14:44 main:574] : INFO : Epoch 1809 | loss: 0.0311567 | val_loss: 0.0311676 | Time: 3287.1 ms [2021-07-12 01:14:47 main:574] : INFO : Epoch 1810 | loss: 0.0311593 | val_loss: 0.0311728 | Time: 3262.16 ms [2021-07-12 01:14:50 main:574] : INFO : Epoch 1811 | loss: 0.031158 | val_loss: 0.0311674 | Time: 3260.11 ms [2021-07-12 01:14:53 main:574] : INFO : Epoch 1812 | loss: 0.0311562 | val_loss: 0.0311679 | Time: 3266.08 ms [2021-07-12 01:14:57 main:574] : INFO : Epoch 1813 | loss: 0.0311567 | val_loss: 0.0311699 | Time: 3284.71 ms [2021-07-12 01:15:00 main:574] : INFO : Epoch 1814 | loss: 0.0311575 | val_loss: 0.0311786 | Time: 3304.08 ms [2021-07-12 01:15:03 main:574] : INFO : Epoch 1815 | loss: 0.0311597 | val_loss: 0.0311687 | Time: 3307.3 ms [2021-07-12 01:15:07 main:574] : INFO : Epoch 1816 | loss: 0.0311568 | val_loss: 0.0311674 | Time: 3264.84 ms [2021-07-12 01:15:10 main:574] : INFO : Epoch 1817 | loss: 0.0311569 | val_loss: 0.0311702 | Time: 3277.7 ms [2021-07-12 01:15:13 main:574] : INFO : Epoch 1818 | loss: 0.0311552 | val_loss: 0.0311669 | Time: 3271.53 ms [2021-07-12 01:15:16 main:574] : INFO : Epoch 1819 | loss: 0.031154 | val_loss: 0.0311652 | Time: 3277.61 ms [2021-07-12 01:15:20 main:574] : INFO : Epoch 1820 | loss: 0.0311537 | val_loss: 0.0311655 | Time: 3259.09 ms [2021-07-12 01:15:23 main:574] : INFO : Epoch 1821 | loss: 0.0311537 | val_loss: 0.0311638 | Time: 3299.16 ms [2021-07-12 01:15:26 main:574] : INFO : Epoch 1822 | loss: 0.0311534 | val_loss: 0.0311715 | Time: 3282.94 ms [2021-07-12 01:15:30 main:574] : INFO : Epoch 1823 | loss: 0.0311579 | val_loss: 0.0311663 | Time: 3253.54 ms [2021-07-12 01:15:33 main:574] : INFO : Epoch 1824 | loss: 0.0311562 | val_loss: 0.0311752 | Time: 3262.47 ms [2021-07-12 01:15:36 main:574] : INFO : Epoch 1825 | loss: 0.0311564 | val_loss: 0.0311675 | Time: 3289.04 ms [2021-07-12 01:15:39 main:574] : INFO : Epoch 1826 | loss: 0.0311579 | val_loss: 0.0311664 | Time: 3261.33 ms [2021-07-12 01:15:43 main:574] : INFO : Epoch 1827 | loss: 0.0311567 | val_loss: 0.0311682 | Time: 3262.92 ms [2021-07-12 01:15:46 main:574] : INFO : Epoch 1828 | loss: 0.0311553 | val_loss: 0.0311659 | Time: 3279.82 ms [2021-07-12 01:15:49 main:574] : INFO : Epoch 1829 | loss: 0.0311546 | val_loss: 0.0311662 | Time: 3286.28 ms [2021-07-12 01:15:53 main:574] : INFO : Epoch 1830 | loss: 0.0311533 | val_loss: 0.0311675 | Time: 3280.56 ms [2021-07-12 01:15:56 main:574] : INFO : Epoch 1831 | loss: 0.0311535 | val_loss: 0.0311666 | Time: 3297.13 ms [2021-07-12 01:15:59 main:574] : INFO : Epoch 1832 | loss: 0.031154 | val_loss: 0.031167 | Time: 3263.91 ms [2021-07-12 01:16:02 main:574] : INFO : Epoch 1833 | loss: 0.0311555 | val_loss: 0.031168 | Time: 3311.77 ms [2021-07-12 01:16:06 main:574] : INFO : Epoch 1834 | loss: 0.0311544 | val_loss: 0.0311672 | Time: 3271.38 ms [2021-07-12 01:16:09 main:574] : INFO : Epoch 1835 | loss: 0.0311592 | val_loss: 0.0311662 | Time: 3291.11 ms [2021-07-12 01:16:12 main:574] : INFO : Epoch 1836 | loss: 0.0311581 | val_loss: 0.0311652 | Time: 3304.17 ms [2021-07-12 01:16:16 main:574] : INFO : Epoch 1837 | loss: 0.0311583 | val_loss: 0.0311625 | Time: 3286.54 ms [2021-07-12 01:16:19 main:574] : INFO : Epoch 1838 | loss: 0.0311577 | val_loss: 0.0311627 | Time: 3260.27 ms [2021-07-12 01:16:22 main:574] : INFO : Epoch 1839 | loss: 0.0311561 | val_loss: 0.0311639 | Time: 3294.01 ms [2021-07-12 01:16:26 main:574] : INFO : Epoch 1840 | loss: 0.0311564 | val_loss: 0.031163 | Time: 3279.56 ms [2021-07-12 01:16:29 main:574] : INFO : Epoch 1841 | loss: 0.0311559 | val_loss: 0.0311629 | Time: 3382.79 ms [2021-07-12 01:16:32 main:574] : INFO : Epoch 1842 | loss: 0.0311625 | val_loss: 0.0311753 | Time: 3294.76 ms [2021-07-12 01:16:36 main:574] : INFO : Epoch 1843 | loss: 0.0311622 | val_loss: 0.031165 | Time: 3292.1 ms [2021-07-12 01:16:39 main:574] : INFO : Epoch 1844 | loss: 0.0311654 | val_loss: 0.0311764 | Time: 3294.08 ms [2021-07-12 01:16:42 main:574] : INFO : Epoch 1845 | loss: 0.0311625 | val_loss: 0.0311654 | Time: 3282.05 ms [2021-07-12 01:16:45 main:574] : INFO : Epoch 1846 | loss: 0.0311586 | val_loss: 0.0311631 | Time: 3289.46 ms [2021-07-12 01:16:49 main:574] : INFO : Epoch 1847 | loss: 0.0311572 | val_loss: 0.0311647 | Time: 3299.55 ms [2021-07-12 01:16:52 main:574] : INFO : Epoch 1848 | loss: 0.0311574 | val_loss: 0.0311637 | Time: 3307.92 ms [2021-07-12 01:16:55 main:574] : INFO : Epoch 1849 | loss: 0.0311573 | val_loss: 0.0311801 | Time: 3311.33 ms [2021-07-12 01:16:59 main:574] : INFO : Epoch 1850 | loss: 0.0311567 | val_loss: 0.0311641 | Time: 3283.42 ms [2021-07-12 01:17:02 main:574] : INFO : Epoch 1851 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 3295.57 ms [2021-07-12 01:17:05 main:574] : INFO : Epoch 1852 | loss: 0.0311544 | val_loss: 0.0311632 | Time: 3304.15 ms [2021-07-12 01:17:09 main:574] : INFO : Epoch 1853 | loss: 0.0311524 | val_loss: 0.031164 | Time: 3273.85 ms [2021-07-12 01:17:12 main:574] : INFO : Epoch 1854 | loss: 0.0311531 | val_loss: 0.031167 | Time: 3274.66 ms [2021-07-12 01:17:15 main:574] : INFO : Epoch 1855 | loss: 0.031154 | val_loss: 0.0311623 | Time: 3268.15 ms [2021-07-12 01:17:18 main:574] : INFO : Epoch 1856 | loss: 0.0311523 | val_loss: 0.0311636 | Time: 3258.3 ms [2021-07-12 01:17:22 main:574] : INFO : Epoch 1857 | loss: 0.031153 | val_loss: 0.0311626 | Time: 3274.04 ms [2021-07-12 01:17:25 main:574] : INFO : Epoch 1858 | loss: 0.0311543 | val_loss: 0.0311642 | Time: 3258.02 ms [2021-07-12 01:17:28 main:574] : INFO : Epoch 1859 | loss: 0.0311582 | val_loss: 0.0311631 | Time: 3266.49 ms [2021-07-12 01:17:31 main:574] : INFO : Epoch 1860 | loss: 0.0311566 | val_loss: 0.0311665 | Time: 3273.53 ms [2021-07-12 01:17:35 main:574] : INFO : Epoch 1861 | loss: 0.0311574 | val_loss: 0.0311631 | Time: 3265.36 ms [2021-07-12 01:17:38 main:574] : INFO : Epoch 1862 | loss: 0.0311567 | val_loss: 0.0311624 | Time: 3281.03 ms [2021-07-12 01:17:41 main:574] : INFO : Epoch 1863 | loss: 0.0311525 | val_loss: 0.0311613 | Time: 3302.84 ms [2021-07-12 01:17:45 main:574] : INFO : Epoch 1864 | loss: 0.0311521 | val_loss: 0.0311618 | Time: 3299.72 ms [2021-07-12 01:17:48 main:574] : INFO : Epoch 1865 | loss: 0.0311517 | val_loss: 0.031163 | Time: 3272.09 ms [2021-07-12 01:17:51 main:574] : INFO : Epoch 1866 | loss: 0.0311513 | val_loss: 0.03116 | Time: 3286.93 ms [2021-07-12 01:17:54 main:574] : INFO : Epoch 1867 | loss: 0.0311537 | val_loss: 0.0311614 | Time: 3267.17 ms [2021-07-12 01:17:58 main:574] : INFO : Epoch 1868 | loss: 0.0311557 | val_loss: 0.031162 | Time: 3269.95 ms [2021-07-12 01:18:01 main:574] : INFO : Epoch 1869 | loss: 0.031153 | val_loss: 0.0311611 | Time: 3276.41 ms [2021-07-12 01:18:04 main:574] : INFO : Epoch 1870 | loss: 0.031151 | val_loss: 0.031163 | Time: 3268.33 ms [2021-07-12 01:18:08 main:574] : INFO : Epoch 1871 | loss: 0.0311521 | val_loss: 0.0311645 | Time: 3251.17 ms [2021-07-12 01:18:11 main:574] : INFO : Epoch 1872 | loss: 0.0311525 | val_loss: 0.0311698 | Time: 3272.51 ms [2021-07-12 01:18:14 main:574] : INFO : Epoch 1873 | loss: 0.0311563 | val_loss: 0.0311683 | Time: 3284.16 ms [2021-07-12 01:18:17 main:574] : INFO : Epoch 1874 | loss: 0.0311534 | val_loss: 0.0311642 | Time: 3294.51 ms [2021-07-12 01:18:21 main:574] : INFO : Epoch 1875 | loss: 0.0311631 | val_loss: 0.0311685 | Time: 3270.54 ms [2021-07-12 01:18:24 main:574] : INFO : Epoch 1876 | loss: 0.031161 | val_loss: 0.0311618 | Time: 3270.64 ms [2021-07-12 01:18:27 main:574] : INFO : Epoch 1877 | loss: 0.031159 | val_loss: 0.0311627 | Time: 3264.64 ms [2021-07-12 01:18:31 main:574] : INFO : Epoch 1878 | loss: 0.0311575 | val_loss: 0.0311632 | Time: 3275.89 ms [2021-07-12 01:18:34 main:574] : INFO : Epoch 1879 | loss: 0.0311583 | val_loss: 0.031164 | Time: 3276.46 ms [2021-07-12 01:18:37 main:574] : INFO : Epoch 1880 | loss: 0.0311576 | val_loss: 0.0311606 | Time: 3268.78 ms [2021-07-12 01:18:40 main:574] : INFO : Epoch 1881 | loss: 0.0311577 | val_loss: 0.0311638 | Time: 3286.85 ms [2021-07-12 01:18:44 main:574] : INFO : Epoch 1882 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 3272.73 ms [2021-07-12 01:18:47 main:574] : INFO : Epoch 1883 | loss: 0.0311588 | val_loss: 0.031167 | Time: 3290.98 ms [2021-07-12 01:18:50 main:574] : INFO : Epoch 1884 | loss: 0.0311563 | val_loss: 0.031165 | Time: 3303.43 ms [2021-07-12 01:18:54 main:574] : INFO : Epoch 1885 | loss: 0.0311548 | val_loss: 0.0311615 | Time: 3274.29 ms [2021-07-12 01:18:57 main:574] : INFO : Epoch 1886 | loss: 0.0311544 | val_loss: 0.0311619 | Time: 3264.27 ms [2021-07-12 01:19:00 main:574] : INFO : Epoch 1887 | loss: 0.0311536 | val_loss: 0.0311619 | Time: 3281.59 ms [2021-07-12 01:19:03 main:574] : INFO : Epoch 1888 | loss: 0.0311573 | val_loss: 0.0311633 | Time: 3298.54 ms [2021-07-12 01:19:07 main:574] : INFO : Epoch 1889 | loss: 0.0311591 | val_loss: 0.0311618 | Time: 3278.12 ms [2021-07-12 01:19:10 main:574] : INFO : Epoch 1890 | loss: 0.031159 | val_loss: 0.0311624 | Time: 3284.04 ms [2021-07-12 01:19:13 main:574] : INFO : Epoch 1891 | loss: 0.0311583 | val_loss: 0.0311619 | Time: 3280.99 ms [2021-07-12 01:19:17 main:574] : INFO : Epoch 1892 | loss: 0.0311582 | val_loss: 0.0311606 | Time: 3286.83 ms [2021-07-12 01:19:20 main:574] : INFO : Epoch 1893 | loss: 0.0311586 | val_loss: 0.0311608 | Time: 3288.53 ms [2021-07-12 01:19:23 main:574] : INFO : Epoch 1894 | loss: 0.0311598 | val_loss: 0.0311609 | Time: 3287.95 ms [2021-07-12 01:19:26 main:574] : INFO : Epoch 1895 | loss: 0.0311602 | val_loss: 0.031169 | Time: 3282.13 ms [2021-07-12 01:19:30 main:574] : INFO : Epoch 1896 | loss: 0.0311607 | val_loss: 0.0311631 | Time: 3251.46 ms [2021-07-12 01:19:33 main:574] : INFO : Epoch 1897 | loss: 0.0311583 | val_loss: 0.0311612 | Time: 3312.36 ms [2021-07-12 01:19:36 main:574] : INFO : Epoch 1898 | loss: 0.0311587 | val_loss: 0.0311588 | Time: 3272.57 ms [2021-07-12 01:19:40 main:574] : INFO : Epoch 1899 | loss: 0.0311558 | val_loss: 0.0311599 | Time: 3251.77 ms [2021-07-12 01:19:43 main:574] : INFO : Epoch 1900 | loss: 0.031155 | val_loss: 0.0311599 | Time: 3301.55 ms [2021-07-12 01:19:46 main:574] : INFO : Epoch 1901 | loss: 0.0311566 | val_loss: 0.031161 | Time: 3273.69 ms [2021-07-12 01:19:50 main:574] : INFO : Epoch 1902 | loss: 0.031157 | val_loss: 0.0311599 | Time: 3280.16 ms [2021-07-12 01:19:53 main:574] : INFO : Epoch 1903 | loss: 0.031156 | val_loss: 0.0311596 | Time: 3294.61 ms [2021-07-12 01:19:56 main:574] : INFO : Epoch 1904 | loss: 0.0311555 | val_loss: 0.0311592 | Time: 3286.69 ms [2021-07-12 01:19:59 main:574] : INFO : Epoch 1905 | loss: 0.0311569 | val_loss: 0.0311639 | Time: 3260.15 ms [2021-07-12 01:20:03 main:574] : INFO : Epoch 1906 | loss: 0.0311597 | val_loss: 0.031166 | Time: 3266.28 ms [2021-07-12 01:20:06 main:574] : INFO : Epoch 1907 | loss: 0.0311592 | val_loss: 0.031159 | Time: 3258.62 ms [2021-07-12 01:20:09 main:574] : INFO : Epoch 1908 | loss: 0.0311563 | val_loss: 0.0311617 | Time: 3291.2 ms [2021-07-12 01:20:13 main:574] : INFO : Epoch 1909 | loss: 0.0311554 | val_loss: 0.0311599 | Time: 3288.25 ms [2021-07-12 01:20:16 main:574] : INFO : Epoch 1910 | loss: 0.0311548 | val_loss: 0.0311614 | Time: 3290.2 ms [2021-07-12 01:20:19 main:574] : INFO : Epoch 1911 | loss: 0.0311551 | val_loss: 0.0311594 | Time: 3288.33 ms [2021-07-12 01:20:22 main:574] : INFO : Epoch 1912 | loss: 0.0311549 | val_loss: 0.0311583 | Time: 3285.21 ms [2021-07-12 01:20:24 main:574] : INFO : Epoch 1913 | loss: 0.0311535 | val_loss: 0.0311587 | Time: 1989.35 ms [2021-07-12 01:20:26 main:574] : INFO : Epoch 1914 | loss: 0.0311515 | val_loss: 0.0311588 | Time: 1874.04 ms [2021-07-12 01:20:28 main:574] : INFO : Epoch 1915 | loss: 0.0311524 | val_loss: 0.0311599 | Time: 1841.61 ms [2021-07-12 01:20:30 main:574] : INFO : Epoch 1916 | loss: 0.0311509 | val_loss: 0.0311588 | Time: 1856.67 ms [2021-07-12 01:20:32 main:574] : INFO : Epoch 1917 | loss: 0.0311516 | val_loss: 0.0311601 | Time: 1806.69 ms [2021-07-12 01:20:34 main:574] : INFO : Epoch 1918 | loss: 0.0311508 | val_loss: 0.0311599 | Time: 1819.77 ms [2021-07-12 01:20:35 main:574] : INFO : Epoch 1919 | loss: 0.0311506 | val_loss: 0.0311605 | Time: 1806.3 ms [2021-07-12 01:20:37 main:574] : INFO : Epoch 1920 | loss: 0.03115 | val_loss: 0.031161 | Time: 1833.58 ms [2021-07-12 01:20:39 main:574] : INFO : Epoch 1921 | loss: 0.0311495 | val_loss: 0.03116 | Time: 1851.03 ms [2021-07-12 01:20:41 main:574] : INFO : Epoch 1922 | loss: 0.0311524 | val_loss: 0.03116 | Time: 1813.9 ms [2021-07-12 01:20:43 main:574] : INFO : Epoch 1923 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 1873.49 ms [2021-07-12 01:20:45 main:574] : INFO : Epoch 1924 | loss: 0.0311582 | val_loss: 0.0311666 | Time: 1847.97 ms [2021-07-12 01:20:47 main:574] : INFO : Epoch 1925 | loss: 0.0311571 | val_loss: 0.0311598 | Time: 1856.21 ms [2021-07-12 01:20:49 main:574] : INFO : Epoch 1926 | loss: 0.0311564 | val_loss: 0.0311733 | Time: 1850.51 ms [2021-07-12 01:20:50 main:574] : INFO : Epoch 1927 | loss: 0.0311588 | val_loss: 0.031165 | Time: 1794.61 ms [2021-07-12 01:20:52 main:574] : INFO : Epoch 1928 | loss: 0.0311579 | val_loss: 0.0311636 | Time: 1782.75 ms [2021-07-12 01:20:54 main:574] : INFO : Epoch 1929 | loss: 0.0311546 | val_loss: 0.0311624 | Time: 1795.62 ms [2021-07-12 01:20:56 main:574] : INFO : Epoch 1930 | loss: 0.0311527 | val_loss: 0.0311622 | Time: 1825.48 ms [2021-07-12 01:20:58 main:574] : INFO : Epoch 1931 | loss: 0.0311512 | val_loss: 0.0311663 | Time: 1806.69 ms [2021-07-12 01:20:59 main:574] : INFO : Epoch 1932 | loss: 0.0311526 | val_loss: 0.0311612 | Time: 1815.32 ms [2021-07-12 01:21:02 main:574] : INFO : Epoch 1933 | loss: 0.0311507 | val_loss: 0.0311614 | Time: 2187.64 ms [2021-07-12 01:21:04 main:574] : INFO : Epoch 1934 | loss: 0.0311516 | val_loss: 0.0311618 | Time: 2249.17 ms [2021-07-12 01:21:06 main:574] : INFO : Epoch 1935 | loss: 0.0311517 | val_loss: 0.0311635 | Time: 2298.87 ms [2021-07-12 01:21:08 main:574] : INFO : Epoch 1936 | loss: 0.0311544 | val_loss: 0.0311616 | Time: 2249.35 ms [2021-07-12 01:21:11 main:574] : INFO : Epoch 1937 | loss: 0.0311672 | val_loss: 0.0311869 | Time: 2198.25 ms [2021-07-12 01:21:13 main:574] : INFO : Epoch 1938 | loss: 0.0312971 | val_loss: 0.0315836 | Time: 2203.07 ms [2021-07-12 01:21:15 main:574] : INFO : Epoch 1939 | loss: 0.0414064 | val_loss: 0.0353612 | Time: 2229.27 ms [2021-07-12 01:21:17 main:574] : INFO : Epoch 1940 | loss: 0.0326522 | val_loss: 0.0317239 | Time: 2205.28 ms [2021-07-12 01:21:19 main:574] : INFO : Epoch 1941 | loss: 0.0313862 | val_loss: 0.0312762 | Time: 2230.97 ms [2021-07-12 01:21:22 main:574] : INFO : Epoch 1942 | loss: 0.0312455 | val_loss: 0.0312168 | Time: 2221.66 ms [2021-07-12 01:21:24 main:574] : INFO : Epoch 1943 | loss: 0.0312008 | val_loss: 0.0311919 | Time: 2201.63 ms [2021-07-12 01:21:26 main:574] : INFO : Epoch 1944 | loss: 0.0311857 | val_loss: 0.0311812 | Time: 2231.74 ms [2021-07-12 01:21:28 main:574] : INFO : Epoch 1945 | loss: 0.0311767 | val_loss: 0.031177 | Time: 2227.79 ms [2021-07-12 01:21:31 main:574] : INFO : Epoch 1946 | loss: 0.0311727 | val_loss: 0.0311753 | Time: 2196.75 ms [2021-07-12 01:21:33 main:574] : INFO : Epoch 1947 | loss: 0.0311707 | val_loss: 0.0311738 | Time: 2224.02 ms [2021-07-12 01:21:35 main:574] : INFO : Epoch 1948 | loss: 0.0311698 | val_loss: 0.031174 | Time: 2256.31 ms [2021-07-12 01:21:37 main:574] : INFO : Epoch 1949 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 2195.4 ms [2021-07-12 01:21:40 main:574] : INFO : Epoch 1950 | loss: 0.0311673 | val_loss: 0.0311724 | Time: 2256.48 ms [2021-07-12 01:21:42 main:574] : INFO : Epoch 1951 | loss: 0.0311673 | val_loss: 0.0311719 | Time: 2266.31 ms [2021-07-12 01:21:44 main:574] : INFO : Epoch 1952 | loss: 0.0311665 | val_loss: 0.0311719 | Time: 2215.32 ms [2021-07-12 01:21:46 main:574] : INFO : Epoch 1953 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 2278.12 ms [2021-07-12 01:21:49 main:574] : INFO : Epoch 1954 | loss: 0.0311647 | val_loss: 0.0311703 | Time: 2247.27 ms [2021-07-12 01:21:51 main:574] : INFO : Epoch 1955 | loss: 0.0311639 | val_loss: 0.0311709 | Time: 2224.09 ms [2021-07-12 01:21:53 main:574] : INFO : Epoch 1956 | loss: 0.0311629 | val_loss: 0.0311697 | Time: 2221.67 ms [2021-07-12 01:21:55 main:574] : INFO : Epoch 1957 | loss: 0.0311621 | val_loss: 0.0311703 | Time: 2247.5 ms [2021-07-12 01:21:58 main:574] : INFO : Epoch 1958 | loss: 0.0311617 | val_loss: 0.0311707 | Time: 2228.54 ms [2021-07-12 01:22:00 main:574] : INFO : Epoch 1959 | loss: 0.0311618 | val_loss: 0.0311712 | Time: 2239.83 ms [2021-07-12 01:22:02 main:574] : INFO : Epoch 1960 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 2235.76 ms [2021-07-12 01:22:04 main:574] : INFO : Epoch 1961 | loss: 0.0311609 | val_loss: 0.0311698 | Time: 2221.93 ms [2021-07-12 01:22:06 main:574] : INFO : Epoch 1962 | loss: 0.0311609 | val_loss: 0.0311692 | Time: 2219.45 ms [2021-07-12 01:22:09 main:574] : INFO : Epoch 1963 | loss: 0.0311602 | val_loss: 0.0311681 | Time: 2207.72 ms [2021-07-12 01:22:11 main:574] : INFO : Epoch 1964 | loss: 0.0311592 | val_loss: 0.03117 | Time: 2233.72 ms [2021-07-12 01:22:13 main:574] : INFO : Epoch 1965 | loss: 0.0311584 | val_loss: 0.0311712 | Time: 2275.94 ms [2021-07-12 01:22:16 main:574] : INFO : Epoch 1966 | loss: 0.0311581 | val_loss: 0.0311719 | Time: 2259.58 ms [2021-07-12 01:22:18 main:574] : INFO : Epoch 1967 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 2218.48 ms [2021-07-12 01:22:20 main:574] : INFO : Epoch 1968 | loss: 0.0311585 | val_loss: 0.0311703 | Time: 2259.65 ms [2021-07-12 01:22:22 main:574] : INFO : Epoch 1969 | loss: 0.0311589 | val_loss: 0.0311694 | Time: 2232.58 ms [2021-07-12 01:22:24 main:574] : INFO : Epoch 1970 | loss: 0.0311588 | val_loss: 0.0311682 | Time: 2259.08 ms [2021-07-12 01:22:27 main:574] : INFO : Epoch 1971 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 2307.47 ms [2021-07-12 01:22:29 main:574] : INFO : Epoch 1972 | loss: 0.0311579 | val_loss: 0.0311669 | Time: 2285.14 ms [2021-07-12 01:22:31 main:574] : INFO : Epoch 1973 | loss: 0.031158 | val_loss: 0.0311675 | Time: 2250.24 ms [2021-07-12 01:22:34 main:574] : INFO : Epoch 1974 | loss: 0.031159 | val_loss: 0.0311654 | Time: 2234.58 ms [2021-07-12 01:22:36 main:574] : INFO : Epoch 1975 | loss: 0.0311595 | val_loss: 0.0311654 | Time: 2240.39 ms [2021-07-12 01:22:38 main:574] : INFO : Epoch 1976 | loss: 0.0311584 | val_loss: 0.0311652 | Time: 2217.85 ms [2021-07-12 01:22:40 main:574] : INFO : Epoch 1977 | loss: 0.0311595 | val_loss: 0.0311661 | Time: 2248.51 ms [2021-07-12 01:22:43 main:574] : INFO : Epoch 1978 | loss: 0.0311601 | val_loss: 0.0311643 | Time: 2257.69 ms [2021-07-12 01:22:45 main:574] : INFO : Epoch 1979 | loss: 0.0311586 | val_loss: 0.0311634 | Time: 2247.28 ms [2021-07-12 01:22:47 main:574] : INFO : Epoch 1980 | loss: 0.031157 | val_loss: 0.0311632 | Time: 2261.99 ms [2021-07-12 01:22:49 main:574] : INFO : Epoch 1981 | loss: 0.0311557 | val_loss: 0.0311642 | Time: 2251.68 ms [2021-07-12 01:22:52 main:574] : INFO : Epoch 1982 | loss: 0.031155 | val_loss: 0.0311644 | Time: 2264.09 ms [2021-07-12 01:22:54 main:574] : INFO : Epoch 1983 | loss: 0.0311547 | val_loss: 0.0311629 | Time: 2310.57 ms [2021-07-12 01:22:56 main:574] : INFO : Epoch 1984 | loss: 0.031155 | val_loss: 0.0311618 | Time: 2281.26 ms [2021-07-12 01:22:59 main:574] : INFO : Epoch 1985 | loss: 0.0311541 | val_loss: 0.0311627 | Time: 2248.14 ms [2021-07-12 01:23:01 main:574] : INFO : Epoch 1986 | loss: 0.0311542 | val_loss: 0.0311631 | Time: 2258.96 ms [2021-07-12 01:23:03 main:574] : INFO : Epoch 1987 | loss: 0.031156 | val_loss: 0.0311632 | Time: 2261.74 ms [2021-07-12 01:23:05 main:574] : INFO : Epoch 1988 | loss: 0.0311546 | val_loss: 0.0311625 | Time: 2262.73 ms [2021-07-12 01:23:08 main:574] : INFO : Epoch 1989 | loss: 0.031153 | val_loss: 0.0311631 | Time: 2276.93 ms [2021-07-12 01:23:10 main:574] : INFO : Epoch 1990 | loss: 0.0311523 | val_loss: 0.0311633 | Time: 2255.05 ms [2021-07-12 01:23:12 main:574] : INFO : Epoch 1991 | loss: 0.0311513 | val_loss: 0.0311625 | Time: 2250.33 ms [2021-07-12 01:23:14 main:574] : INFO : Epoch 1992 | loss: 0.0311515 | val_loss: 0.0311651 | Time: 2313.59 ms [2021-07-12 01:23:17 main:574] : INFO : Epoch 1993 | loss: 0.0311513 | val_loss: 0.0311625 | Time: 2237.06 ms [2021-07-12 01:23:19 main:574] : INFO : Epoch 1994 | loss: 0.0311502 | val_loss: 0.0311613 | Time: 2270.37 ms [2021-07-12 01:23:21 main:574] : INFO : Epoch 1995 | loss: 0.0311505 | val_loss: 0.0311628 | Time: 2265.89 ms [2021-07-12 01:23:24 main:574] : INFO : Epoch 1996 | loss: 0.0311509 | val_loss: 0.0311633 | Time: 2269.78 ms [2021-07-12 01:23:26 main:574] : INFO : Epoch 1997 | loss: 0.0311508 | val_loss: 0.0311633 | Time: 2312.99 ms [2021-07-12 01:23:28 main:574] : INFO : Epoch 1998 | loss: 0.0311505 | val_loss: 0.0311621 | Time: 2261.32 ms [2021-07-12 01:23:30 main:574] : INFO : Epoch 1999 | loss: 0.0311503 | val_loss: 0.0311638 | Time: 2258.84 ms [2021-07-12 01:23:33 main:574] : INFO : Epoch 2000 | loss: 0.031151 | val_loss: 0.0311628 | Time: 2260.01 ms [2021-07-12 01:23:35 main:574] : INFO : Epoch 2001 | loss: 0.0311507 | val_loss: 0.0311642 | Time: 2292.81 ms [2021-07-12 01:23:37 main:574] : INFO : Epoch 2002 | loss: 0.0311511 | val_loss: 0.0311622 | Time: 2306.33 ms [2021-07-12 01:23:40 main:574] : INFO : Epoch 2003 | loss: 0.0311505 | val_loss: 0.0311609 | Time: 2253.57 ms [2021-07-12 01:23:42 main:574] : INFO : Epoch 2004 | loss: 0.0311506 | val_loss: 0.0311615 | Time: 2268.65 ms [2021-07-12 01:23:44 main:574] : INFO : Epoch 2005 | loss: 0.0311499 | val_loss: 0.0311615 | Time: 2258.46 ms [2021-07-12 01:23:46 main:574] : INFO : Epoch 2006 | loss: 0.0311505 | val_loss: 0.0311605 | Time: 2286.75 ms [2021-07-12 01:23:49 main:574] : INFO : Epoch 2007 | loss: 0.0311507 | val_loss: 0.0311595 | Time: 2272.2 ms [2021-07-12 01:23:51 main:574] : INFO : Epoch 2008 | loss: 0.0311515 | val_loss: 0.0311597 | Time: 2251.18 ms [2021-07-12 01:23:53 main:574] : INFO : Epoch 2009 | loss: 0.0311501 | val_loss: 0.0311603 | Time: 2277.09 ms [2021-07-12 01:23:55 main:574] : INFO : Epoch 2010 | loss: 0.0311492 | val_loss: 0.0311606 | Time: 2260.15 ms [2021-07-12 01:23:58 main:574] : INFO : Epoch 2011 | loss: 0.0311492 | val_loss: 0.0311598 | Time: 2314.28 ms [2021-07-12 01:24:00 main:574] : INFO : Epoch 2012 | loss: 0.0311493 | val_loss: 0.0311612 | Time: 2312.67 ms [2021-07-12 01:24:02 main:574] : INFO : Epoch 2013 | loss: 0.0311489 | val_loss: 0.0311616 | Time: 2276.72 ms [2021-07-12 01:24:05 main:574] : INFO : Epoch 2014 | loss: 0.0311487 | val_loss: 0.0311597 | Time: 2274.83 ms [2021-07-12 01:24:07 main:574] : INFO : Epoch 2015 | loss: 0.0311492 | val_loss: 0.0311627 | Time: 2297.01 ms [2021-07-12 01:24:09 main:574] : INFO : Epoch 2016 | loss: 0.0311502 | val_loss: 0.0311623 | Time: 2287.17 ms [2021-07-12 01:24:12 main:574] : INFO : Epoch 2017 | loss: 0.0311491 | val_loss: 0.0311643 | Time: 2251.85 ms [2021-07-12 01:24:14 main:574] : INFO : Epoch 2018 | loss: 0.0311505 | val_loss: 0.0311596 | Time: 2249.29 ms [2021-07-12 01:24:16 main:574] : INFO : Epoch 2019 | loss: 0.0311512 | val_loss: 0.0311628 | Time: 2260.87 ms [2021-07-12 01:24:18 main:574] : INFO : Epoch 2020 | loss: 0.0311509 | val_loss: 0.0311619 | Time: 2306.03 ms [2021-07-12 01:24:21 main:574] : INFO : Epoch 2021 | loss: 0.0311496 | val_loss: 0.0311618 | Time: 2263.92 ms [2021-07-12 01:24:23 main:574] : INFO : Epoch 2022 | loss: 0.0311507 | val_loss: 0.0311623 | Time: 2281.87 ms [2021-07-12 01:24:25 main:574] : INFO : Epoch 2023 | loss: 0.0311506 | val_loss: 0.0311624 | Time: 2307.35 ms [2021-07-12 01:24:27 main:574] : INFO : Epoch 2024 | loss: 0.031151 | val_loss: 0.0311603 | Time: 2275.6 ms [2021-07-12 01:24:30 main:574] : INFO : Epoch 2025 | loss: 0.0311497 | val_loss: 0.0311587 | Time: 2276.31 ms [2021-07-12 01:24:32 main:574] : INFO : Epoch 2026 | loss: 0.0311506 | val_loss: 0.0311599 | Time: 2265.28 ms [2021-07-12 01:24:34 main:574] : INFO : Epoch 2027 | loss: 0.0311533 | val_loss: 0.0311603 | Time: 2295.26 ms [2021-07-12 01:24:37 main:574] : INFO : Epoch 2028 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 2222.49 ms [2021-07-12 01:24:39 main:574] : INFO : Epoch 2029 | loss: 0.0311668 | val_loss: 0.031169 | Time: 2252.85 ms [2021-07-12 01:24:41 main:574] : INFO : Epoch 2030 | loss: 0.0311679 | val_loss: 0.0311814 | Time: 2221 ms [2021-07-12 01:24:43 main:574] : INFO : Epoch 2031 | loss: 0.0311719 | val_loss: 0.0311793 | Time: 2287.97 ms [2021-07-12 01:24:46 main:574] : INFO : Epoch 2032 | loss: 0.0311701 | val_loss: 0.0311787 | Time: 2245.72 ms [2021-07-12 01:24:48 main:574] : INFO : Epoch 2033 | loss: 0.0311679 | val_loss: 0.0311735 | Time: 2251.91 ms [2021-07-12 01:24:50 main:574] : INFO : Epoch 2034 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 2256.92 ms [2021-07-12 01:24:52 main:574] : INFO : Epoch 2035 | loss: 0.0311603 | val_loss: 0.0311686 | Time: 2287.66 ms [2021-07-12 01:24:55 main:574] : INFO : Epoch 2036 | loss: 0.0311587 | val_loss: 0.0311695 | Time: 2290.02 ms [2021-07-12 01:24:57 main:574] : INFO : Epoch 2037 | loss: 0.0311588 | val_loss: 0.0311673 | Time: 2308.36 ms [2021-07-12 01:24:59 main:574] : INFO : Epoch 2038 | loss: 0.0311568 | val_loss: 0.0311685 | Time: 2286.14 ms [2021-07-12 01:25:02 main:574] : INFO : Epoch 2039 | loss: 0.0311558 | val_loss: 0.0311666 | Time: 2267.16 ms [2021-07-12 01:25:04 main:574] : INFO : Epoch 2040 | loss: 0.0311551 | val_loss: 0.0311664 | Time: 2238.75 ms [2021-07-12 01:25:06 main:574] : INFO : Epoch 2041 | loss: 0.0311558 | val_loss: 0.0311665 | Time: 2299.06 ms [2021-07-12 01:25:08 main:574] : INFO : Epoch 2042 | loss: 0.0311548 | val_loss: 0.0311669 | Time: 2296.46 ms [2021-07-12 01:25:11 main:574] : INFO : Epoch 2043 | loss: 0.031158 | val_loss: 0.0311697 | Time: 2230.01 ms [2021-07-12 01:25:13 main:574] : INFO : Epoch 2044 | loss: 0.0311621 | val_loss: 0.03117 | Time: 2279.57 ms [2021-07-12 01:25:15 main:574] : INFO : Epoch 2045 | loss: 0.0311624 | val_loss: 0.0311684 | Time: 2280.42 ms [2021-07-12 01:25:18 main:574] : INFO : Epoch 2046 | loss: 0.0311616 | val_loss: 0.0311687 | Time: 2325.53 ms [2021-07-12 01:25:20 main:574] : INFO : Epoch 2047 | loss: 0.0311594 | val_loss: 0.0311677 | Time: 2301.46 ms [2021-07-12 01:25:22 main:574] : INFO : Epoch 2048 | loss: 0.0311616 | val_loss: 0.0311666 | Time: 2270.06 ms [2021-07-12 01:25:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311666 [2021-07-12 01:25:22 main:603] : INFO : Saving end state to config to file [2021-07-12 01:25:22 main:608] : INFO : Success, exiting.. 01:25:22 (14532): 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)