Task 10970758
| Name | ParityModified-1639964470-31558-2-0_0 |
| Workunit | 8260944 |
| Created | 23 Jan 2022, 15:56:19 UTC |
| Sent | 11 Feb 2022, 15:07:19 UTC |
| Report deadline | 19 Feb 2022, 15:07:19 UTC |
| Received | 11 Feb 2022, 18:08:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11606 |
| Run time | 2 hours 39 min 29 sec |
| CPU time | 2 hours 39 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,339.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.86 GB |
| Peak swap size | 4.78 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2022-02-11 18:34:22 main:574] : INFO : Epoch 1542 | loss: 0.0311834 | val_loss: 0.0311808 | Time: 4289.09 ms [2022-02-11 18:34:27 main:574] : INFO : Epoch 1543 | loss: 0.0311825 | val_loss: 0.0311788 | Time: 4312.24 ms [2022-02-11 18:34:31 main:574] : INFO : Epoch 1544 | loss: 0.0311815 | val_loss: 0.0311799 | Time: 4320.51 ms [2022-02-11 18:34:35 main:574] : INFO : Epoch 1545 | loss: 0.0311814 | val_loss: 0.0311797 | Time: 4292.32 ms [2022-02-11 18:34:40 main:574] : INFO : Epoch 1546 | loss: 0.0311818 | val_loss: 0.0311787 | Time: 4281.53 ms [2022-02-11 18:34:44 main:574] : INFO : Epoch 1547 | loss: 0.0311816 | val_loss: 0.0311789 | Time: 4291.68 ms [2022-02-11 18:34:48 main:574] : INFO : Epoch 1548 | loss: 0.0311823 | val_loss: 0.0311814 | Time: 4272.55 ms [2022-02-11 18:34:52 main:574] : INFO : Epoch 1549 | loss: 0.0311833 | val_loss: 0.0311809 | Time: 4284.27 ms [2022-02-11 18:34:57 main:574] : INFO : Epoch 1550 | loss: 0.0311829 | val_loss: 0.0311787 | Time: 4291.85 ms [2022-02-11 18:35:01 main:574] : INFO : Epoch 1551 | loss: 0.031184 | val_loss: 0.0311823 | Time: 4279.07 ms [2022-02-11 18:35:05 main:574] : INFO : Epoch 1552 | loss: 0.0311845 | val_loss: 0.0311806 | Time: 4325.43 ms [2022-02-11 18:35:10 main:574] : INFO : Epoch 1553 | loss: 0.031183 | val_loss: 0.0311791 | Time: 4319.59 ms [2022-02-11 18:35:14 main:574] : INFO : Epoch 1554 | loss: 0.031181 | val_loss: 0.031181 | Time: 4288.89 ms [2022-02-11 18:35:18 main:574] : INFO : Epoch 1555 | loss: 0.0311817 | val_loss: 0.0311788 | Time: 4310.22 ms [2022-02-11 18:35:23 main:574] : INFO : Epoch 1556 | loss: 0.0311813 | val_loss: 0.0311785 | Time: 4318.44 ms [2022-02-11 18:35:27 main:574] : INFO : Epoch 1557 | loss: 0.0311814 | val_loss: 0.0311805 | Time: 4307.12 ms [2022-02-11 18:35:31 main:574] : INFO : Epoch 1558 | loss: 0.0311848 | val_loss: 0.0311873 | Time: 4305.72 ms [2022-02-11 18:35:36 main:574] : INFO : Epoch 1559 | loss: 0.0311838 | val_loss: 0.0311797 | Time: 4327.19 ms [2022-02-11 18:35:40 main:574] : INFO : Epoch 1560 | loss: 0.0311815 | val_loss: 0.0311789 | Time: 4301.93 ms [2022-02-11 18:35:44 main:574] : INFO : Epoch 1561 | loss: 0.0311825 | val_loss: 0.0311786 | Time: 4322 ms [2022-02-11 18:35:48 main:574] : INFO : Epoch 1562 | loss: 0.0311818 | val_loss: 0.0311779 | Time: 4294.4 ms [2022-02-11 18:35:53 main:574] : INFO : Epoch 1563 | loss: 0.0311852 | val_loss: 0.0311786 | Time: 4330.38 ms [2022-02-11 18:35:57 main:574] : INFO : Epoch 1564 | loss: 0.0311842 | val_loss: 0.0311811 | Time: 4325.64 ms [2022-02-11 18:36:01 main:574] : INFO : Epoch 1565 | loss: 0.031182 | val_loss: 0.0311783 | Time: 4313.86 ms [2022-02-11 18:36:06 main:574] : INFO : Epoch 1566 | loss: 0.0311817 | val_loss: 0.0311791 | Time: 4272.04 ms [2022-02-11 18:36:10 main:574] : INFO : Epoch 1567 | loss: 0.0311821 | val_loss: 0.0311791 | Time: 4319.59 ms [2022-02-11 18:36:14 main:574] : INFO : Epoch 1568 | loss: 0.0311812 | val_loss: 0.0311785 | Time: 4314.72 ms [2022-02-11 18:36:19 main:574] : INFO : Epoch 1569 | loss: 0.0311811 | val_loss: 0.0311787 | Time: 4322.62 ms [2022-02-11 18:36:23 main:574] : INFO : Epoch 1570 | loss: 0.0311819 | val_loss: 0.0311779 | Time: 4264.76 ms [2022-02-11 18:36:27 main:574] : INFO : Epoch 1571 | loss: 0.0311816 | val_loss: 0.0311834 | Time: 4340.57 ms [2022-02-11 18:36:32 main:574] : INFO : Epoch 1572 | loss: 0.0311827 | val_loss: 0.0311787 | Time: 4315.36 ms [2022-02-11 18:36:36 main:574] : INFO : Epoch 1573 | loss: 0.0311814 | val_loss: 0.0311787 | Time: 4311.52 ms [2022-02-11 18:36:40 main:574] : INFO : Epoch 1574 | loss: 0.0311811 | val_loss: 0.0311783 | Time: 4262.15 ms [2022-02-11 18:36:44 main:574] : INFO : Epoch 1575 | loss: 0.0311851 | val_loss: 0.0311818 | Time: 4292.8 ms [2022-02-11 18:36:49 main:574] : INFO : Epoch 1576 | loss: 0.031182 | val_loss: 0.031179 | Time: 4304.75 ms [2022-02-11 18:36:53 main:574] : INFO : Epoch 1577 | loss: 0.0311815 | val_loss: 0.0311779 | Time: 4315.49 ms [2022-02-11 18:36:57 main:574] : INFO : Epoch 1578 | loss: 0.031182 | val_loss: 0.0311785 | Time: 4259.49 ms [2022-02-11 18:37:02 main:574] : INFO : Epoch 1579 | loss: 0.0311819 | val_loss: 0.0311828 | Time: 4285.77 ms [2022-02-11 18:37:06 main:574] : INFO : Epoch 1580 | loss: 0.0311824 | val_loss: 0.0311781 | Time: 4320.8 ms [2022-02-11 18:37:10 main:574] : INFO : Epoch 1581 | loss: 0.0311817 | val_loss: 0.0311779 | Time: 4309.47 ms [2022-02-11 18:37:15 main:574] : INFO : Epoch 1582 | loss: 0.0311813 | val_loss: 0.0311795 | Time: 4258.49 ms [2022-02-11 18:37:19 main:574] : INFO : Epoch 1583 | loss: 0.0311824 | val_loss: 0.0311817 | Time: 4337.8 ms [2022-02-11 18:37:23 main:574] : INFO : Epoch 1584 | loss: 0.0311844 | val_loss: 0.0311816 | Time: 4314.75 ms [2022-02-11 18:37:28 main:574] : INFO : Epoch 1585 | loss: 0.0311817 | val_loss: 0.031179 | Time: 4328.15 ms [2022-02-11 18:37:32 main:574] : INFO : Epoch 1586 | loss: 0.0311813 | val_loss: 0.0311789 | Time: 4282.57 ms [2022-02-11 18:37:36 main:574] : INFO : Epoch 1587 | loss: 0.0311832 | val_loss: 0.0311784 | Time: 4277.92 ms [2022-02-11 18:37:40 main:574] : INFO : Epoch 1588 | loss: 0.0311816 | val_loss: 0.0311785 | Time: 4303.48 ms [2022-02-11 18:37:45 main:574] : INFO : Epoch 1589 | loss: 0.0311824 | val_loss: 0.0311806 | Time: 4320.81 ms [2022-02-11 18:37:49 main:574] : INFO : Epoch 1590 | loss: 0.0311824 | val_loss: 0.0311789 | Time: 4278.34 ms [2022-02-11 18:37:53 main:574] : INFO : Epoch 1591 | loss: 0.0311852 | val_loss: 0.0311858 | Time: 4290.9 ms [2022-02-11 18:37:58 main:574] : INFO : Epoch 1592 | loss: 0.0311918 | val_loss: 0.0314894 | Time: 4271.83 ms [2022-02-11 18:38:02 main:574] : INFO : Epoch 1593 | loss: 0.0484343 | val_loss: 0.0472085 | Time: 4294.96 ms [2022-02-11 18:38:06 main:574] : INFO : Epoch 1594 | loss: 0.0347716 | val_loss: 0.0324638 | Time: 4269.85 ms [2022-02-11 18:38:10 main:574] : INFO : Epoch 1595 | loss: 0.0319682 | val_loss: 0.0315681 | Time: 4283.55 ms [2022-02-11 18:38:15 main:574] : INFO : Epoch 1596 | loss: 0.0314051 | val_loss: 0.0313169 | Time: 4319.19 ms [2022-02-11 18:38:18 main:574] : INFO : Epoch 1597 | loss: 0.0312695 | val_loss: 0.0312283 | Time: 3519.48 ms [2022-02-11 18:38:22 main:574] : INFO : Epoch 1598 | loss: 0.031217 | val_loss: 0.0312026 | Time: 4020.3 ms [2022-02-11 18:38:27 main:574] : INFO : Epoch 1599 | loss: 0.0311989 | val_loss: 0.031191 | Time: 4287.36 ms [2022-02-11 18:38:31 main:574] : INFO : Epoch 1600 | loss: 0.0311949 | val_loss: 0.0311904 | Time: 4297.72 ms [2022-02-11 18:38:35 main:574] : INFO : Epoch 1601 | loss: 0.0311923 | val_loss: 0.0311875 | Time: 4269.12 ms [2022-02-11 18:38:40 main:574] : INFO : Epoch 1602 | loss: 0.0311905 | val_loss: 0.0311865 | Time: 4343.3 ms [2022-02-11 18:38:44 main:574] : INFO : Epoch 1603 | loss: 0.0311899 | val_loss: 0.0311849 | Time: 4303.72 ms [2022-02-11 18:38:48 main:574] : INFO : Epoch 1604 | loss: 0.03119 | val_loss: 0.0311841 | Time: 4335.38 ms [2022-02-11 18:38:53 main:574] : INFO : Epoch 1605 | loss: 0.0311912 | val_loss: 0.0311883 | Time: 4313.98 ms [2022-02-11 18:38:57 main:574] : INFO : Epoch 1606 | loss: 0.0311921 | val_loss: 0.0311875 | Time: 4296.45 ms [2022-02-11 18:39:01 main:574] : INFO : Epoch 1607 | loss: 0.0311876 | val_loss: 0.0311838 | Time: 4311.73 ms [2022-02-11 18:39:05 main:574] : INFO : Epoch 1608 | loss: 0.0311874 | val_loss: 0.0311834 | Time: 4314.51 ms [2022-02-11 18:39:10 main:574] : INFO : Epoch 1609 | loss: 0.0311862 | val_loss: 0.0311827 | Time: 4290.35 ms [2022-02-11 18:39:14 main:574] : INFO : Epoch 1610 | loss: 0.0311862 | val_loss: 0.0311849 | Time: 4335.16 ms [2022-02-11 18:39:18 main:574] : INFO : Epoch 1611 | loss: 0.0311858 | val_loss: 0.031183 | Time: 4351.99 ms [2022-02-11 18:39:23 main:574] : INFO : Epoch 1612 | loss: 0.0311854 | val_loss: 0.0311819 | Time: 4324.52 ms [2022-02-11 18:39:27 main:574] : INFO : Epoch 1613 | loss: 0.0311844 | val_loss: 0.0311827 | Time: 4287.52 ms [2022-02-11 18:39:31 main:574] : INFO : Epoch 1614 | loss: 0.0311847 | val_loss: 0.0311814 | Time: 4307.11 ms [2022-02-11 18:39:36 main:574] : INFO : Epoch 1615 | loss: 0.0311837 | val_loss: 0.0311812 | Time: 4304.57 ms [2022-02-11 18:39:40 main:574] : INFO : Epoch 1616 | loss: 0.0311841 | val_loss: 0.0311823 | Time: 4321.28 ms [2022-02-11 18:39:44 main:574] : INFO : Epoch 1617 | loss: 0.0311839 | val_loss: 0.0311812 | Time: 4268.58 ms [2022-02-11 18:39:49 main:574] : INFO : Epoch 1618 | loss: 0.0311838 | val_loss: 0.0311818 | Time: 4300.54 ms [2022-02-11 18:39:53 main:574] : INFO : Epoch 1619 | loss: 0.0311834 | val_loss: 0.0311822 | Time: 4305.86 ms [2022-02-11 18:39:57 main:574] : INFO : Epoch 1620 | loss: 0.0311849 | val_loss: 0.0311804 | Time: 4280.8 ms [2022-02-11 18:40:01 main:574] : INFO : Epoch 1621 | loss: 0.0311834 | val_loss: 0.0311805 | Time: 4270.81 ms [2022-02-11 18:40:06 main:574] : INFO : Epoch 1622 | loss: 0.0311827 | val_loss: 0.0311801 | Time: 4283.81 ms [2022-02-11 18:40:10 main:574] : INFO : Epoch 1623 | loss: 0.0311827 | val_loss: 0.0311818 | Time: 4309.31 ms [2022-02-11 18:40:14 main:574] : INFO : Epoch 1624 | loss: 0.031182 | val_loss: 0.0311808 | Time: 4316.9 ms [2022-02-11 18:40:19 main:574] : INFO : Epoch 1625 | loss: 0.0311821 | val_loss: 0.0311799 | Time: 4268.37 ms [2022-02-11 18:40:23 main:574] : INFO : Epoch 1626 | loss: 0.0311819 | val_loss: 0.0311801 | Time: 4309.28 ms [2022-02-11 18:40:27 main:574] : INFO : Epoch 1627 | loss: 0.0311817 | val_loss: 0.0311797 | Time: 4324.13 ms [2022-02-11 18:40:32 main:574] : INFO : Epoch 1628 | loss: 0.0311814 | val_loss: 0.0311795 | Time: 4320.88 ms [2022-02-11 18:40:36 main:574] : INFO : Epoch 1629 | loss: 0.0311818 | val_loss: 0.0311794 | Time: 4287.21 ms [2022-02-11 18:40:40 main:574] : INFO : Epoch 1630 | loss: 0.0311815 | val_loss: 0.0311801 | Time: 4319.21 ms [2022-02-11 18:40:45 main:574] : INFO : Epoch 1631 | loss: 0.0311818 | val_loss: 0.0311824 | Time: 4321.58 ms [2022-02-11 18:40:49 main:574] : INFO : Epoch 1632 | loss: 0.031182 | val_loss: 0.0311816 | Time: 4300.26 ms [2022-02-11 18:40:53 main:574] : INFO : Epoch 1633 | loss: 0.0311822 | val_loss: 0.0311799 | Time: 4308.16 ms [2022-02-11 18:40:57 main:574] : INFO : Epoch 1634 | loss: 0.0311813 | val_loss: 0.0311797 | Time: 4325.45 ms [2022-02-11 18:41:02 main:574] : INFO : Epoch 1635 | loss: 0.0311813 | val_loss: 0.0311814 | Time: 4308.11 ms [2022-02-11 18:41:06 main:574] : INFO : Epoch 1636 | loss: 0.0311842 | val_loss: 0.0311854 | Time: 4314.35 ms [2022-02-11 18:41:10 main:574] : INFO : Epoch 1637 | loss: 0.0311822 | val_loss: 0.0311797 | Time: 4285.33 ms [2022-02-11 18:41:15 main:574] : INFO : Epoch 1638 | loss: 0.0311805 | val_loss: 0.03118 | Time: 4316.57 ms [2022-02-11 18:41:19 main:574] : INFO : Epoch 1639 | loss: 0.0311809 | val_loss: 0.0311811 | Time: 4302.15 ms [2022-02-11 18:41:23 main:574] : INFO : Epoch 1640 | loss: 0.0311816 | val_loss: 0.0311848 | Time: 4303.15 ms [2022-02-11 18:41:28 main:574] : INFO : Epoch 1641 | loss: 0.0311866 | val_loss: 0.0311799 | Time: 4307.27 ms [2022-02-11 18:41:32 main:574] : INFO : Epoch 1642 | loss: 0.0311823 | val_loss: 0.0311792 | Time: 4287.14 ms [2022-02-11 18:41:36 main:574] : INFO : Epoch 1643 | loss: 0.0311813 | val_loss: 0.0311788 | Time: 4288.24 ms [2022-02-11 18:41:41 main:574] : INFO : Epoch 1644 | loss: 0.0311817 | val_loss: 0.0311791 | Time: 4319.28 ms [2022-02-11 18:41:45 main:574] : INFO : Epoch 1645 | loss: 0.0311804 | val_loss: 0.0311789 | Time: 4279.52 ms [2022-02-11 18:41:49 main:574] : INFO : Epoch 1646 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 4313.17 ms [2022-02-11 18:41:53 main:574] : INFO : Epoch 1647 | loss: 0.0311806 | val_loss: 0.0311785 | Time: 4305.83 ms [2022-02-11 18:41:58 main:574] : INFO : Epoch 1648 | loss: 0.0311805 | val_loss: 0.031178 | Time: 4314.86 ms [2022-02-11 18:42:02 main:574] : INFO : Epoch 1649 | loss: 0.0311797 | val_loss: 0.0311779 | Time: 4274.75 ms [2022-02-11 18:42:06 main:574] : INFO : Epoch 1650 | loss: 0.0311816 | val_loss: 0.0311782 | Time: 4318.04 ms [2022-02-11 18:42:11 main:574] : INFO : Epoch 1651 | loss: 0.0311806 | val_loss: 0.0311784 | Time: 4290.74 ms [2022-02-11 18:42:15 main:574] : INFO : Epoch 1652 | loss: 0.0311813 | val_loss: 0.0311783 | Time: 4308.19 ms [2022-02-11 18:42:19 main:574] : INFO : Epoch 1653 | loss: 0.03118 | val_loss: 0.0311777 | Time: 4295.43 ms [2022-02-11 18:42:24 main:574] : INFO : Epoch 1654 | loss: 0.0311797 | val_loss: 0.0311782 | Time: 4295.85 ms [2022-02-11 18:42:28 main:574] : INFO : Epoch 1655 | loss: 0.0311802 | val_loss: 0.0311781 | Time: 4301.59 ms [2022-02-11 18:42:32 main:574] : INFO : Epoch 1656 | loss: 0.0311798 | val_loss: 0.0311777 | Time: 4310.86 ms [2022-02-11 18:42:36 main:574] : INFO : Epoch 1657 | loss: 0.0311797 | val_loss: 0.031178 | Time: 4298.67 ms [2022-02-11 18:42:41 main:574] : INFO : Epoch 1658 | loss: 0.0311808 | val_loss: 0.0311793 | Time: 4302.08 ms [2022-02-11 18:42:45 main:574] : INFO : Epoch 1659 | loss: 0.0311805 | val_loss: 0.0311779 | Time: 4300.64 ms [2022-02-11 18:42:49 main:574] : INFO : Epoch 1660 | loss: 0.0311801 | val_loss: 0.0311789 | Time: 4277.22 ms [2022-02-11 18:42:54 main:574] : INFO : Epoch 1661 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 4289.61 ms [2022-02-11 18:42:58 main:574] : INFO : Epoch 1662 | loss: 0.0311805 | val_loss: 0.031179 | Time: 4334.6 ms [2022-02-11 18:43:02 main:574] : INFO : Epoch 1663 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 4314.12 ms [2022-02-11 18:43:07 main:574] : INFO : Epoch 1664 | loss: 0.0311794 | val_loss: 0.0311778 | Time: 4328.19 ms [2022-02-11 18:43:11 main:574] : INFO : Epoch 1665 | loss: 0.0311798 | val_loss: 0.0311823 | Time: 4302.48 ms [2022-02-11 18:43:15 main:574] : INFO : Epoch 1666 | loss: 0.0311815 | val_loss: 0.0311823 | Time: 4323.13 ms [2022-02-11 18:43:20 main:574] : INFO : Epoch 1667 | loss: 0.0311806 | val_loss: 0.0311776 | Time: 4310.11 ms [2022-02-11 18:43:24 main:574] : INFO : Epoch 1668 | loss: 0.0311793 | val_loss: 0.0311776 | Time: 4320.5 ms [2022-02-11 18:43:28 main:574] : INFO : Epoch 1669 | loss: 0.0311826 | val_loss: 0.031185 | Time: 4306.43 ms [2022-02-11 18:43:33 main:574] : INFO : Epoch 1670 | loss: 0.0311815 | val_loss: 0.0311779 | Time: 4335.04 ms [2022-02-11 18:43:37 main:574] : INFO : Epoch 1671 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 4316.08 ms [2022-02-11 18:43:41 main:574] : INFO : Epoch 1672 | loss: 0.0311797 | val_loss: 0.0311776 | Time: 4320.78 ms [2022-02-11 18:43:45 main:574] : INFO : Epoch 1673 | loss: 0.0311792 | val_loss: 0.0311789 | Time: 4272.42 ms [2022-02-11 18:43:50 main:574] : INFO : Epoch 1674 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 4289.17 ms [2022-02-11 18:43:54 main:574] : INFO : Epoch 1675 | loss: 0.0311789 | val_loss: 0.0311779 | Time: 4295.87 ms [2022-02-11 18:43:58 main:574] : INFO : Epoch 1676 | loss: 0.0311801 | val_loss: 0.0311806 | Time: 4333.03 ms [2022-02-11 18:44:03 main:574] : INFO : Epoch 1677 | loss: 0.0311799 | val_loss: 0.0311775 | Time: 4186.26 ms [2022-02-11 18:44:06 main:574] : INFO : Epoch 1678 | loss: 0.031179 | val_loss: 0.0311778 | Time: 3416.28 ms [2022-02-11 18:44:10 main:574] : INFO : Epoch 1679 | loss: 0.0311795 | val_loss: 0.0311775 | Time: 4286.15 ms [2022-02-11 18:44:15 main:574] : INFO : Epoch 1680 | loss: 0.031181 | val_loss: 0.0311796 | Time: 4302.99 ms [2022-02-11 18:44:19 main:574] : INFO : Epoch 1681 | loss: 0.0311798 | val_loss: 0.0311799 | Time: 4291.5 ms [2022-02-11 18:44:23 main:574] : INFO : Epoch 1682 | loss: 0.0311785 | val_loss: 0.031177 | Time: 4305.13 ms [2022-02-11 18:44:28 main:574] : INFO : Epoch 1683 | loss: 0.0311784 | val_loss: 0.0311772 | Time: 4318.69 ms [2022-02-11 18:44:32 main:574] : INFO : Epoch 1684 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 4303.39 ms [2022-02-11 18:44:36 main:574] : INFO : Epoch 1685 | loss: 0.0311796 | val_loss: 0.0311794 | Time: 4312.06 ms [2022-02-11 18:44:40 main:574] : INFO : Epoch 1686 | loss: 0.0311807 | val_loss: 0.031177 | Time: 4299.71 ms [2022-02-11 18:44:45 main:574] : INFO : Epoch 1687 | loss: 0.0311798 | val_loss: 0.0311776 | Time: 4319.2 ms [2022-02-11 18:44:49 main:574] : INFO : Epoch 1688 | loss: 0.0311799 | val_loss: 0.0311776 | Time: 4293.21 ms [2022-02-11 18:44:53 main:574] : INFO : Epoch 1689 | loss: 0.0311789 | val_loss: 0.0311772 | Time: 4311.57 ms [2022-02-11 18:44:58 main:574] : INFO : Epoch 1690 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 4342.75 ms [2022-02-11 18:45:02 main:574] : INFO : Epoch 1691 | loss: 0.0311794 | val_loss: 0.0311772 | Time: 4288.88 ms [2022-02-11 18:45:06 main:574] : INFO : Epoch 1692 | loss: 0.0311793 | val_loss: 0.0311775 | Time: 4284.63 ms [2022-02-11 18:45:11 main:574] : INFO : Epoch 1693 | loss: 0.0311791 | val_loss: 0.0311773 | Time: 4264.8 ms [2022-02-11 18:45:15 main:574] : INFO : Epoch 1694 | loss: 0.0311791 | val_loss: 0.0311797 | Time: 4302.48 ms [2022-02-11 18:45:19 main:574] : INFO : Epoch 1695 | loss: 0.03118 | val_loss: 0.0311786 | Time: 4329.69 ms [2022-02-11 18:45:24 main:574] : INFO : Epoch 1696 | loss: 0.0311798 | val_loss: 0.0311782 | Time: 4308.09 ms [2022-02-11 18:45:28 main:574] : INFO : Epoch 1697 | loss: 0.0311806 | val_loss: 0.0311835 | Time: 4327.19 ms [2022-02-11 18:45:32 main:574] : INFO : Epoch 1698 | loss: 0.0311795 | val_loss: 0.0311775 | Time: 4308.31 ms [2022-02-11 18:45:37 main:574] : INFO : Epoch 1699 | loss: 0.0311789 | val_loss: 0.0311787 | Time: 4298.73 ms [2022-02-11 18:45:41 main:574] : INFO : Epoch 1700 | loss: 0.0311787 | val_loss: 0.0311777 | Time: 4261.42 ms [2022-02-11 18:45:45 main:574] : INFO : Epoch 1701 | loss: 0.0311784 | val_loss: 0.0311767 | Time: 4305.02 ms [2022-02-11 18:45:49 main:574] : INFO : Epoch 1702 | loss: 0.0311787 | val_loss: 0.0311771 | Time: 4309.84 ms [2022-02-11 18:45:54 main:574] : INFO : Epoch 1703 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 4335.62 ms [2022-02-11 18:45:58 main:574] : INFO : Epoch 1704 | loss: 0.0311803 | val_loss: 0.0311782 | Time: 4286.49 ms [2022-02-11 18:46:02 main:574] : INFO : Epoch 1705 | loss: 0.0311792 | val_loss: 0.0311765 | Time: 4315.28 ms [2022-02-11 18:46:07 main:574] : INFO : Epoch 1706 | loss: 0.0311788 | val_loss: 0.0311765 | Time: 4338.75 ms [2022-02-11 18:46:11 main:574] : INFO : Epoch 1707 | loss: 0.0311788 | val_loss: 0.0311795 | Time: 4302.83 ms [2022-02-11 18:46:15 main:574] : INFO : Epoch 1708 | loss: 0.0311794 | val_loss: 0.0311769 | Time: 4306.33 ms [2022-02-11 18:46:20 main:574] : INFO : Epoch 1709 | loss: 0.0311782 | val_loss: 0.0311763 | Time: 4326.21 ms [2022-02-11 18:46:24 main:574] : INFO : Epoch 1710 | loss: 0.0311799 | val_loss: 0.0311775 | Time: 4300.13 ms [2022-02-11 18:46:28 main:574] : INFO : Epoch 1711 | loss: 0.0311787 | val_loss: 0.0311788 | Time: 4303.06 ms [2022-02-11 18:46:33 main:574] : INFO : Epoch 1712 | loss: 0.03118 | val_loss: 0.0311766 | Time: 4327 ms [2022-02-11 18:46:37 main:574] : INFO : Epoch 1713 | loss: 0.0311793 | val_loss: 0.0311764 | Time: 4299.48 ms [2022-02-11 18:46:41 main:574] : INFO : Epoch 1714 | loss: 0.031179 | val_loss: 0.0311802 | Time: 4292.8 ms [2022-02-11 18:46:45 main:574] : INFO : Epoch 1715 | loss: 0.0311824 | val_loss: 0.0311828 | Time: 4319.25 ms [2022-02-11 18:46:50 main:574] : INFO : Epoch 1716 | loss: 0.0311826 | val_loss: 0.0311803 | Time: 4312.4 ms [2022-02-11 18:46:54 main:574] : INFO : Epoch 1717 | loss: 0.0311794 | val_loss: 0.0311783 | Time: 4272.57 ms [2022-02-11 18:46:58 main:574] : INFO : Epoch 1718 | loss: 0.0311791 | val_loss: 0.0311763 | Time: 4314.29 ms [2022-02-11 18:47:03 main:574] : INFO : Epoch 1719 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 4323.08 ms [2022-02-11 18:47:07 main:574] : INFO : Epoch 1720 | loss: 0.0311797 | val_loss: 0.0311793 | Time: 4259.41 ms [2022-02-11 18:47:11 main:574] : INFO : Epoch 1721 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 4316.44 ms [2022-02-11 18:47:16 main:574] : INFO : Epoch 1722 | loss: 0.03118 | val_loss: 0.0311763 | Time: 4309.15 ms [2022-02-11 18:47:20 main:574] : INFO : Epoch 1723 | loss: 0.0311794 | val_loss: 0.0311791 | Time: 4319.9 ms [2022-02-11 18:47:24 main:574] : INFO : Epoch 1724 | loss: 0.0311784 | val_loss: 0.0311765 | Time: 4298 ms [2022-02-11 18:47:29 main:574] : INFO : Epoch 1725 | loss: 0.0311778 | val_loss: 0.0311758 | Time: 4328.53 ms [2022-02-11 18:47:33 main:574] : INFO : Epoch 1726 | loss: 0.0311776 | val_loss: 0.0311759 | Time: 4318.35 ms [2022-02-11 18:47:37 main:574] : INFO : Epoch 1727 | loss: 0.0311782 | val_loss: 0.0311759 | Time: 4293.73 ms [2022-02-11 18:47:41 main:574] : INFO : Epoch 1728 | loss: 0.0311779 | val_loss: 0.0311758 | Time: 4269.47 ms [2022-02-11 18:47:46 main:574] : INFO : Epoch 1729 | loss: 0.0311778 | val_loss: 0.03118 | Time: 4293.91 ms [2022-02-11 18:47:50 main:574] : INFO : Epoch 1730 | loss: 0.0311791 | val_loss: 0.031178 | Time: 4297.7 ms [2022-02-11 18:47:54 main:574] : INFO : Epoch 1731 | loss: 0.0311783 | val_loss: 0.0311769 | Time: 4294.06 ms [2022-02-11 18:47:59 main:574] : INFO : Epoch 1732 | loss: 0.0311781 | val_loss: 0.0311762 | Time: 4267.59 ms [2022-02-11 18:48:03 main:574] : INFO : Epoch 1733 | loss: 0.0311775 | val_loss: 0.0311767 | Time: 4326.32 ms [2022-02-11 18:48:07 main:574] : INFO : Epoch 1734 | loss: 0.0311777 | val_loss: 0.0311793 | Time: 4322.36 ms [2022-02-11 18:48:12 main:574] : INFO : Epoch 1735 | loss: 0.0311787 | val_loss: 0.0311787 | Time: 4295.2 ms [2022-02-11 18:48:16 main:574] : INFO : Epoch 1736 | loss: 0.0311793 | val_loss: 0.0311761 | Time: 4286.91 ms [2022-02-11 18:48:20 main:574] : INFO : Epoch 1737 | loss: 0.0311776 | val_loss: 0.0311763 | Time: 4303.93 ms [2022-02-11 18:48:24 main:574] : INFO : Epoch 1738 | loss: 0.03118 | val_loss: 0.0311784 | Time: 4319.18 ms [2022-02-11 18:48:29 main:574] : INFO : Epoch 1739 | loss: 0.0311794 | val_loss: 0.0311761 | Time: 4298.04 ms [2022-02-11 18:48:33 main:574] : INFO : Epoch 1740 | loss: 0.0311777 | val_loss: 0.031176 | Time: 4301.13 ms [2022-02-11 18:48:37 main:574] : INFO : Epoch 1741 | loss: 0.031177 | val_loss: 0.0311766 | Time: 4319.1 ms [2022-02-11 18:48:42 main:574] : INFO : Epoch 1742 | loss: 0.0311781 | val_loss: 0.0311761 | Time: 4273.67 ms [2022-02-11 18:48:46 main:574] : INFO : Epoch 1743 | loss: 0.031179 | val_loss: 0.0311777 | Time: 4302.58 ms [2022-02-11 18:48:50 main:574] : INFO : Epoch 1744 | loss: 0.0311783 | val_loss: 0.0311765 | Time: 4276.57 ms [2022-02-11 18:48:55 main:574] : INFO : Epoch 1745 | loss: 0.0311782 | val_loss: 0.0311776 | Time: 4291.31 ms [2022-02-11 18:48:59 main:574] : INFO : Epoch 1746 | loss: 0.0311783 | val_loss: 0.0311814 | Time: 4294.11 ms [2022-02-11 18:49:03 main:574] : INFO : Epoch 1747 | loss: 0.0311798 | val_loss: 0.031177 | Time: 4309.97 ms [2022-02-11 18:49:07 main:574] : INFO : Epoch 1748 | loss: 0.0311776 | val_loss: 0.0311765 | Time: 4290.82 ms [2022-02-11 18:49:12 main:574] : INFO : Epoch 1749 | loss: 0.0311768 | val_loss: 0.0311776 | Time: 4264.53 ms [2022-02-11 18:49:16 main:574] : INFO : Epoch 1750 | loss: 0.0311779 | val_loss: 0.0311772 | Time: 4313.7 ms [2022-02-11 18:49:20 main:574] : INFO : Epoch 1751 | loss: 0.0311775 | val_loss: 0.0311772 | Time: 4318.65 ms [2022-02-11 18:49:25 main:574] : INFO : Epoch 1752 | loss: 0.0311774 | val_loss: 0.0311762 | Time: 4297.47 ms [2022-02-11 18:49:29 main:574] : INFO : Epoch 1753 | loss: 0.0311774 | val_loss: 0.0311764 | Time: 4277.49 ms [2022-02-11 18:49:33 main:574] : INFO : Epoch 1754 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 4315.29 ms [2022-02-11 18:49:38 main:574] : INFO : Epoch 1755 | loss: 0.0311802 | val_loss: 0.0311781 | Time: 4300.51 ms [2022-02-11 18:49:42 main:574] : INFO : Epoch 1756 | loss: 0.031178 | val_loss: 0.0311762 | Time: 4310.46 ms [2022-02-11 18:49:46 main:574] : INFO : Epoch 1757 | loss: 0.0311763 | val_loss: 0.0311776 | Time: 4274.19 ms [2022-02-11 18:49:50 main:574] : INFO : Epoch 1758 | loss: 0.0311784 | val_loss: 0.0311763 | Time: 3365.53 ms [2022-02-11 18:49:54 main:574] : INFO : Epoch 1759 | loss: 0.031178 | val_loss: 0.0311797 | Time: 4323.29 ms [2022-02-11 18:49:58 main:574] : INFO : Epoch 1760 | loss: 0.031178 | val_loss: 0.0311761 | Time: 4304.75 ms [2022-02-11 18:50:02 main:574] : INFO : Epoch 1761 | loss: 0.0311772 | val_loss: 0.0311782 | Time: 4330.88 ms [2022-02-11 18:50:07 main:574] : INFO : Epoch 1762 | loss: 0.0311771 | val_loss: 0.031178 | Time: 4317.47 ms [2022-02-11 18:50:11 main:574] : INFO : Epoch 1763 | loss: 0.0311759 | val_loss: 0.0311764 | Time: 4309.79 ms [2022-02-11 18:50:15 main:574] : INFO : Epoch 1764 | loss: 0.0311763 | val_loss: 0.0311772 | Time: 4296.13 ms [2022-02-11 18:50:20 main:574] : INFO : Epoch 1765 | loss: 0.0311774 | val_loss: 0.0311785 | Time: 4322.28 ms [2022-02-11 18:50:24 main:574] : INFO : Epoch 1766 | loss: 0.0311764 | val_loss: 0.031177 | Time: 4308.9 ms [2022-02-11 18:50:28 main:574] : INFO : Epoch 1767 | loss: 0.0311761 | val_loss: 0.0311809 | Time: 4328.64 ms [2022-02-11 18:50:33 main:574] : INFO : Epoch 1768 | loss: 0.0311789 | val_loss: 0.0311762 | Time: 4305.91 ms [2022-02-11 18:50:37 main:574] : INFO : Epoch 1769 | loss: 0.0311769 | val_loss: 0.0311794 | Time: 4309.25 ms [2022-02-11 18:50:41 main:574] : INFO : Epoch 1770 | loss: 0.031177 | val_loss: 0.0311786 | Time: 4298.44 ms [2022-02-11 18:50:46 main:574] : INFO : Epoch 1771 | loss: 0.0311755 | val_loss: 0.031177 | Time: 4290.46 ms [2022-02-11 18:50:50 main:574] : INFO : Epoch 1772 | loss: 0.0311776 | val_loss: 0.0311807 | Time: 4301.78 ms [2022-02-11 18:50:54 main:574] : INFO : Epoch 1773 | loss: 0.0311756 | val_loss: 0.031176 | Time: 4271.34 ms [2022-02-11 18:50:58 main:574] : INFO : Epoch 1774 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 4327.38 ms [2022-02-11 18:51:03 main:574] : INFO : Epoch 1775 | loss: 0.0311757 | val_loss: 0.0311766 | Time: 4321.2 ms [2022-02-11 18:51:07 main:574] : INFO : Epoch 1776 | loss: 0.0311766 | val_loss: 0.0311835 | Time: 4264.4 ms [2022-02-11 18:51:11 main:574] : INFO : Epoch 1777 | loss: 0.0311789 | val_loss: 0.0311758 | Time: 4343.57 ms [2022-02-11 18:51:16 main:574] : INFO : Epoch 1778 | loss: 0.031176 | val_loss: 0.0311756 | Time: 4282.85 ms [2022-02-11 18:51:20 main:574] : INFO : Epoch 1779 | loss: 0.031175 | val_loss: 0.0311753 | Time: 4323.33 ms [2022-02-11 18:51:24 main:574] : INFO : Epoch 1780 | loss: 0.031175 | val_loss: 0.0311763 | Time: 4288.68 ms [2022-02-11 18:51:29 main:574] : INFO : Epoch 1781 | loss: 0.0311763 | val_loss: 0.0311773 | Time: 4308.51 ms [2022-02-11 18:51:33 main:574] : INFO : Epoch 1782 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 4267.48 ms [2022-02-11 18:51:37 main:574] : INFO : Epoch 1783 | loss: 0.0311751 | val_loss: 0.0311753 | Time: 4304.44 ms [2022-02-11 18:51:42 main:574] : INFO : Epoch 1784 | loss: 0.0311749 | val_loss: 0.0311783 | Time: 4299.81 ms [2022-02-11 18:51:46 main:574] : INFO : Epoch 1785 | loss: 0.0311754 | val_loss: 0.0311756 | Time: 4317.02 ms [2022-02-11 18:51:50 main:574] : INFO : Epoch 1786 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 4332.98 ms [2022-02-11 18:51:54 main:574] : INFO : Epoch 1787 | loss: 0.0311756 | val_loss: 0.0311755 | Time: 4295.25 ms [2022-02-11 18:51:59 main:574] : INFO : Epoch 1788 | loss: 0.031175 | val_loss: 0.0311842 | Time: 4388.87 ms [2022-02-11 18:52:03 main:574] : INFO : Epoch 1789 | loss: 0.0311786 | val_loss: 0.0311778 | Time: 4322.81 ms [2022-02-11 18:52:07 main:574] : INFO : Epoch 1790 | loss: 0.031178 | val_loss: 0.0311767 | Time: 4293.1 ms [2022-02-11 18:52:12 main:574] : INFO : Epoch 1791 | loss: 0.0311765 | val_loss: 0.0311787 | Time: 4328.42 ms [2022-02-11 18:52:16 main:574] : INFO : Epoch 1792 | loss: 0.0311751 | val_loss: 0.031177 | Time: 4289 ms [2022-02-11 18:52:20 main:574] : INFO : Epoch 1793 | loss: 0.0311754 | val_loss: 0.0311768 | Time: 4303.36 ms [2022-02-11 18:52:25 main:574] : INFO : Epoch 1794 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 4316.1 ms [2022-02-11 18:52:29 main:574] : INFO : Epoch 1795 | loss: 0.0311754 | val_loss: 0.0311764 | Time: 4311.06 ms [2022-02-11 18:52:33 main:574] : INFO : Epoch 1796 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 4269.65 ms [2022-02-11 18:52:38 main:574] : INFO : Epoch 1797 | loss: 0.0311771 | val_loss: 0.0311781 | Time: 4337.02 ms [2022-02-11 18:52:42 main:574] : INFO : Epoch 1798 | loss: 0.0311766 | val_loss: 0.0311754 | Time: 4269.75 ms [2022-02-11 18:52:46 main:574] : INFO : Epoch 1799 | loss: 0.0311746 | val_loss: 0.031175 | Time: 4290.28 ms [2022-02-11 18:52:50 main:574] : INFO : Epoch 1800 | loss: 0.0311744 | val_loss: 0.0311752 | Time: 4278.54 ms [2022-02-11 18:52:55 main:574] : INFO : Epoch 1801 | loss: 0.0311746 | val_loss: 0.0311754 | Time: 4292.98 ms [2022-02-11 18:52:59 main:574] : INFO : Epoch 1802 | loss: 0.031174 | val_loss: 0.0311748 | Time: 4301.2 ms [2022-02-11 18:53:03 main:574] : INFO : Epoch 1803 | loss: 0.0311739 | val_loss: 0.0311759 | Time: 4279.95 ms [2022-02-11 18:53:08 main:574] : INFO : Epoch 1804 | loss: 0.0311749 | val_loss: 0.0311797 | Time: 4285.18 ms [2022-02-11 18:53:12 main:574] : INFO : Epoch 1805 | loss: 0.0311771 | val_loss: 0.0311804 | Time: 4302.8 ms [2022-02-11 18:53:16 main:574] : INFO : Epoch 1806 | loss: 0.0311788 | val_loss: 0.03118 | Time: 4287.67 ms [2022-02-11 18:53:21 main:574] : INFO : Epoch 1807 | loss: 0.0311758 | val_loss: 0.0311772 | Time: 4314.27 ms [2022-02-11 18:53:25 main:574] : INFO : Epoch 1808 | loss: 0.0311802 | val_loss: 0.0311751 | Time: 4276.5 ms [2022-02-11 18:53:29 main:574] : INFO : Epoch 1809 | loss: 0.0311777 | val_loss: 0.0311759 | Time: 4291.25 ms [2022-02-11 18:53:34 main:574] : INFO : Epoch 1810 | loss: 0.0311751 | val_loss: 0.0311775 | Time: 4356.22 ms [2022-02-11 18:53:38 main:574] : INFO : Epoch 1811 | loss: 0.0311753 | val_loss: 0.0311753 | Time: 4315.74 ms [2022-02-11 18:53:42 main:574] : INFO : Epoch 1812 | loss: 0.0311747 | val_loss: 0.0311774 | Time: 4272.79 ms [2022-02-11 18:53:46 main:574] : INFO : Epoch 1813 | loss: 0.0311757 | val_loss: 0.0311752 | Time: 4289.55 ms [2022-02-11 18:53:51 main:574] : INFO : Epoch 1814 | loss: 0.0311741 | val_loss: 0.031175 | Time: 4298.46 ms [2022-02-11 18:53:55 main:574] : INFO : Epoch 1815 | loss: 0.031175 | val_loss: 0.0311753 | Time: 4298.37 ms [2022-02-11 18:53:59 main:574] : INFO : Epoch 1816 | loss: 0.031175 | val_loss: 0.0311779 | Time: 4297.76 ms [2022-02-11 18:54:04 main:574] : INFO : Epoch 1817 | loss: 0.0311763 | val_loss: 0.0311758 | Time: 4296.3 ms [2022-02-11 18:54:08 main:574] : INFO : Epoch 1818 | loss: 0.0311751 | val_loss: 0.0311759 | Time: 4321.07 ms [2022-02-11 18:54:12 main:574] : INFO : Epoch 1819 | loss: 0.031174 | val_loss: 0.031176 | Time: 4328.97 ms [2022-02-11 18:54:17 main:574] : INFO : Epoch 1820 | loss: 0.0312034 | val_loss: 0.0312542 | Time: 4311.7 ms [2022-02-11 18:54:21 main:574] : INFO : Epoch 1821 | loss: 0.0312624 | val_loss: 0.0312544 | Time: 4280.63 ms [2022-02-11 18:54:25 main:574] : INFO : Epoch 1822 | loss: 0.0312434 | val_loss: 0.031237 | Time: 4317.51 ms [2022-02-11 18:54:29 main:574] : INFO : Epoch 1823 | loss: 0.0312311 | val_loss: 0.0312263 | Time: 4296.06 ms [2022-02-11 18:54:34 main:574] : INFO : Epoch 1824 | loss: 0.0312146 | val_loss: 0.0312123 | Time: 4293.04 ms [2022-02-11 18:54:38 main:574] : INFO : Epoch 1825 | loss: 0.0312059 | val_loss: 0.0312068 | Time: 4306.26 ms [2022-02-11 18:54:42 main:574] : INFO : Epoch 1826 | loss: 0.0312009 | val_loss: 0.0312028 | Time: 4322.85 ms [2022-02-11 18:54:47 main:574] : INFO : Epoch 1827 | loss: 0.031194 | val_loss: 0.0311979 | Time: 4307.31 ms [2022-02-11 18:54:51 main:574] : INFO : Epoch 1828 | loss: 0.0311988 | val_loss: 0.0312024 | Time: 4250.83 ms [2022-02-11 18:54:55 main:574] : INFO : Epoch 1829 | loss: 0.0311997 | val_loss: 0.0311897 | Time: 4293.73 ms [2022-02-11 18:55:00 main:574] : INFO : Epoch 1830 | loss: 0.0311879 | val_loss: 0.0311909 | Time: 4316.48 ms [2022-02-11 18:55:04 main:574] : INFO : Epoch 1831 | loss: 0.0311875 | val_loss: 0.0311985 | Time: 4287.03 ms [2022-02-11 18:55:08 main:574] : INFO : Epoch 1832 | loss: 0.0311863 | val_loss: 0.0311847 | Time: 4258.74 ms [2022-02-11 18:55:12 main:574] : INFO : Epoch 1833 | loss: 0.0311849 | val_loss: 0.031184 | Time: 4310.21 ms [2022-02-11 18:55:17 main:574] : INFO : Epoch 1834 | loss: 0.0311868 | val_loss: 0.0311825 | Time: 4292.29 ms [2022-02-11 18:55:21 main:574] : INFO : Epoch 1835 | loss: 0.0311836 | val_loss: 0.0311827 | Time: 4288.13 ms [2022-02-11 18:55:25 main:574] : INFO : Epoch 1836 | loss: 0.0311859 | val_loss: 0.0311876 | Time: 4303.89 ms [2022-02-11 18:55:30 main:574] : INFO : Epoch 1837 | loss: 0.0311844 | val_loss: 0.0311812 | Time: 4274.9 ms [2022-02-11 18:55:34 main:574] : INFO : Epoch 1838 | loss: 0.031181 | val_loss: 0.0311809 | Time: 3890.95 ms [2022-02-11 18:55:36 main:574] : INFO : Epoch 1839 | loss: 0.0311873 | val_loss: 0.0311814 | Time: 2258.24 ms [2022-02-11 18:55:38 main:574] : INFO : Epoch 1840 | loss: 0.0311876 | val_loss: 0.0311812 | Time: 2241.87 ms [2022-02-11 18:55:40 main:574] : INFO : Epoch 1841 | loss: 0.0311843 | val_loss: 0.0311869 | Time: 2231.36 ms [2022-02-11 18:55:42 main:574] : INFO : Epoch 1842 | loss: 0.0311895 | val_loss: 0.0311824 | Time: 2221.59 ms [2022-02-11 18:55:45 main:574] : INFO : Epoch 1843 | loss: 0.0311888 | val_loss: 0.0311885 | Time: 2225.26 ms [2022-02-11 18:55:47 main:574] : INFO : Epoch 1844 | loss: 0.0311842 | val_loss: 0.0311812 | Time: 2269.22 ms [2022-02-11 18:55:49 main:574] : INFO : Epoch 1845 | loss: 0.0311815 | val_loss: 0.03118 | Time: 2244.79 ms [2022-02-11 18:55:51 main:574] : INFO : Epoch 1846 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 2226.73 ms [2022-02-11 18:55:54 main:574] : INFO : Epoch 1847 | loss: 0.0311795 | val_loss: 0.0311796 | Time: 2220.8 ms [2022-02-11 18:55:56 main:574] : INFO : Epoch 1848 | loss: 0.0311827 | val_loss: 0.0311805 | Time: 2252.91 ms [2022-02-11 18:55:58 main:574] : INFO : Epoch 1849 | loss: 0.0311803 | val_loss: 0.0311789 | Time: 2391.26 ms [2022-02-11 18:56:02 main:574] : INFO : Epoch 1850 | loss: 0.0311784 | val_loss: 0.0311779 | Time: 3325.12 ms [2022-02-11 18:56:05 main:574] : INFO : Epoch 1851 | loss: 0.0311793 | val_loss: 0.0311779 | Time: 3597.17 ms [2022-02-11 18:56:09 main:574] : INFO : Epoch 1852 | loss: 0.0311776 | val_loss: 0.0311785 | Time: 3586.22 ms [2022-02-11 18:56:12 main:574] : INFO : Epoch 1853 | loss: 0.0311777 | val_loss: 0.0311768 | Time: 3666.64 ms [2022-02-11 18:56:16 main:574] : INFO : Epoch 1854 | loss: 0.0311769 | val_loss: 0.0311775 | Time: 3636.05 ms [2022-02-11 18:56:20 main:574] : INFO : Epoch 1855 | loss: 0.0311794 | val_loss: 0.0311773 | Time: 3665.06 ms [2022-02-11 18:56:23 main:574] : INFO : Epoch 1856 | loss: 0.0311803 | val_loss: 0.0311774 | Time: 3664.9 ms [2022-02-11 18:56:27 main:574] : INFO : Epoch 1857 | loss: 0.0311764 | val_loss: 0.0311767 | Time: 3654.03 ms [2022-02-11 18:56:31 main:574] : INFO : Epoch 1858 | loss: 0.0311779 | val_loss: 0.0311788 | Time: 3625.21 ms [2022-02-11 18:56:34 main:574] : INFO : Epoch 1859 | loss: 0.0311779 | val_loss: 0.0311777 | Time: 3622.57 ms [2022-02-11 18:56:38 main:574] : INFO : Epoch 1860 | loss: 0.0311772 | val_loss: 0.0311779 | Time: 3626.45 ms [2022-02-11 18:56:42 main:574] : INFO : Epoch 1861 | loss: 0.0311775 | val_loss: 0.0311811 | Time: 3643.08 ms [2022-02-11 18:56:45 main:574] : INFO : Epoch 1862 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 3652.79 ms [2022-02-11 18:56:49 main:574] : INFO : Epoch 1863 | loss: 0.0311759 | val_loss: 0.0311789 | Time: 3629.38 ms [2022-02-11 18:56:52 main:574] : INFO : Epoch 1864 | loss: 0.0311761 | val_loss: 0.0311761 | Time: 3587.83 ms [2022-02-11 18:56:56 main:574] : INFO : Epoch 1865 | loss: 0.0311766 | val_loss: 0.0311754 | Time: 3616.51 ms [2022-02-11 18:57:00 main:574] : INFO : Epoch 1866 | loss: 0.0311771 | val_loss: 0.0311799 | Time: 3598.79 ms [2022-02-11 18:57:03 main:574] : INFO : Epoch 1867 | loss: 0.0311761 | val_loss: 0.0311761 | Time: 3647.13 ms [2022-02-11 18:57:07 main:574] : INFO : Epoch 1868 | loss: 0.0311761 | val_loss: 0.0311755 | Time: 3614.36 ms [2022-02-11 18:57:11 main:574] : INFO : Epoch 1869 | loss: 0.0311762 | val_loss: 0.0311786 | Time: 3624.08 ms [2022-02-11 18:57:14 main:574] : INFO : Epoch 1870 | loss: 0.0311768 | val_loss: 0.0311759 | Time: 3613.12 ms [2022-02-11 18:57:18 main:574] : INFO : Epoch 1871 | loss: 0.0311759 | val_loss: 0.0311758 | Time: 3616.03 ms [2022-02-11 18:57:21 main:574] : INFO : Epoch 1872 | loss: 0.0311753 | val_loss: 0.0311764 | Time: 3606.97 ms [2022-02-11 18:57:25 main:574] : INFO : Epoch 1873 | loss: 0.0311758 | val_loss: 0.0311762 | Time: 3669.03 ms [2022-02-11 18:57:29 main:574] : INFO : Epoch 1874 | loss: 0.0311759 | val_loss: 0.0311759 | Time: 3584.7 ms [2022-02-11 18:57:32 main:574] : INFO : Epoch 1875 | loss: 0.031175 | val_loss: 0.0311784 | Time: 3631.64 ms [2022-02-11 18:57:36 main:574] : INFO : Epoch 1876 | loss: 0.0311761 | val_loss: 0.0311762 | Time: 3618.92 ms [2022-02-11 18:57:40 main:574] : INFO : Epoch 1877 | loss: 0.0311747 | val_loss: 0.0311781 | Time: 3596.34 ms [2022-02-11 18:57:43 main:574] : INFO : Epoch 1878 | loss: 0.031176 | val_loss: 0.0311766 | Time: 3666.41 ms [2022-02-11 18:57:47 main:574] : INFO : Epoch 1879 | loss: 0.031175 | val_loss: 0.0311761 | Time: 3657.42 ms [2022-02-11 18:57:51 main:574] : INFO : Epoch 1880 | loss: 0.0311757 | val_loss: 0.031176 | Time: 3643.55 ms [2022-02-11 18:57:54 main:574] : INFO : Epoch 1881 | loss: 0.0311746 | val_loss: 0.0311772 | Time: 3662.43 ms [2022-02-11 18:57:58 main:574] : INFO : Epoch 1882 | loss: 0.0311743 | val_loss: 0.0311754 | Time: 3685.44 ms [2022-02-11 18:58:01 main:574] : INFO : Epoch 1883 | loss: 0.0311745 | val_loss: 0.0311753 | Time: 3601.4 ms [2022-02-11 18:58:05 main:574] : INFO : Epoch 1884 | loss: 0.0311746 | val_loss: 0.0311756 | Time: 3649.55 ms [2022-02-11 18:58:09 main:574] : INFO : Epoch 1885 | loss: 0.0311764 | val_loss: 0.0311758 | Time: 3619.68 ms [2022-02-11 18:58:12 main:574] : INFO : Epoch 1886 | loss: 0.0311764 | val_loss: 0.0311756 | Time: 3623.66 ms [2022-02-11 18:58:16 main:574] : INFO : Epoch 1887 | loss: 0.0311751 | val_loss: 0.0311743 | Time: 3637.29 ms [2022-02-11 18:58:20 main:574] : INFO : Epoch 1888 | loss: 0.0311748 | val_loss: 0.0311751 | Time: 3607.25 ms [2022-02-11 18:58:23 main:574] : INFO : Epoch 1889 | loss: 0.0311749 | val_loss: 0.0311738 | Time: 3627.8 ms [2022-02-11 18:58:27 main:574] : INFO : Epoch 1890 | loss: 0.031175 | val_loss: 0.0311747 | Time: 3624.17 ms [2022-02-11 18:58:31 main:574] : INFO : Epoch 1891 | loss: 0.031175 | val_loss: 0.0311744 | Time: 3629.74 ms [2022-02-11 18:58:34 main:574] : INFO : Epoch 1892 | loss: 0.031175 | val_loss: 0.0311811 | Time: 3601.12 ms [2022-02-11 18:58:38 main:574] : INFO : Epoch 1893 | loss: 0.031175 | val_loss: 0.0311768 | Time: 3617.69 ms [2022-02-11 18:58:41 main:574] : INFO : Epoch 1894 | loss: 0.0311749 | val_loss: 0.0311765 | Time: 3682.14 ms [2022-02-11 18:58:45 main:574] : INFO : Epoch 1895 | loss: 0.0311747 | val_loss: 0.0311774 | Time: 3640.08 ms [2022-02-11 18:58:49 main:574] : INFO : Epoch 1896 | loss: 0.031175 | val_loss: 0.0311749 | Time: 3667.43 ms [2022-02-11 18:58:52 main:574] : INFO : Epoch 1897 | loss: 0.0311756 | val_loss: 0.031178 | Time: 3608.4 ms [2022-02-11 18:58:56 main:574] : INFO : Epoch 1898 | loss: 0.0311738 | val_loss: 0.0311766 | Time: 3600.14 ms [2022-02-11 18:59:00 main:574] : INFO : Epoch 1899 | loss: 0.0311737 | val_loss: 0.0311749 | Time: 3608.71 ms [2022-02-11 18:59:03 main:574] : INFO : Epoch 1900 | loss: 0.0311736 | val_loss: 0.031174 | Time: 3658.29 ms [2022-02-11 18:59:07 main:574] : INFO : Epoch 1901 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 3639.2 ms [2022-02-11 18:59:10 main:574] : INFO : Epoch 1902 | loss: 0.0311746 | val_loss: 0.031176 | Time: 3614.89 ms [2022-02-11 18:59:14 main:574] : INFO : Epoch 1903 | loss: 0.0311742 | val_loss: 0.0311744 | Time: 3618.38 ms [2022-02-11 18:59:18 main:574] : INFO : Epoch 1904 | loss: 0.0311736 | val_loss: 0.0311749 | Time: 3663.7 ms [2022-02-11 18:59:21 main:574] : INFO : Epoch 1905 | loss: 0.0311733 | val_loss: 0.0311752 | Time: 3637.78 ms [2022-02-11 18:59:25 main:574] : INFO : Epoch 1906 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 3616.97 ms [2022-02-11 18:59:29 main:574] : INFO : Epoch 1907 | loss: 0.0311762 | val_loss: 0.0311742 | Time: 3595.54 ms [2022-02-11 18:59:32 main:574] : INFO : Epoch 1908 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 3592.11 ms [2022-02-11 18:59:36 main:574] : INFO : Epoch 1909 | loss: 0.031173 | val_loss: 0.0311739 | Time: 3644.11 ms [2022-02-11 18:59:39 main:574] : INFO : Epoch 1910 | loss: 0.0311728 | val_loss: 0.0311737 | Time: 3588.56 ms [2022-02-11 18:59:43 main:574] : INFO : Epoch 1911 | loss: 0.0311733 | val_loss: 0.0311735 | Time: 3618.3 ms [2022-02-11 18:59:47 main:574] : INFO : Epoch 1912 | loss: 0.0311736 | val_loss: 0.0311745 | Time: 3606.84 ms [2022-02-11 18:59:50 main:574] : INFO : Epoch 1913 | loss: 0.0311734 | val_loss: 0.0311734 | Time: 3646.72 ms [2022-02-11 18:59:54 main:574] : INFO : Epoch 1914 | loss: 0.0311733 | val_loss: 0.0311737 | Time: 3613.87 ms [2022-02-11 18:59:58 main:574] : INFO : Epoch 1915 | loss: 0.0311728 | val_loss: 0.0311733 | Time: 3655.83 ms [2022-02-11 19:00:01 main:574] : INFO : Epoch 1916 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 3566.43 ms [2022-02-11 19:00:05 main:574] : INFO : Epoch 1917 | loss: 0.0311733 | val_loss: 0.0311736 | Time: 3646.37 ms [2022-02-11 19:00:08 main:574] : INFO : Epoch 1918 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 3644.02 ms [2022-02-11 19:00:12 main:574] : INFO : Epoch 1919 | loss: 0.0311721 | val_loss: 0.031175 | Time: 3613 ms [2022-02-11 19:00:16 main:574] : INFO : Epoch 1920 | loss: 0.031172 | val_loss: 0.0311751 | Time: 3617.49 ms [2022-02-11 19:00:19 main:574] : INFO : Epoch 1921 | loss: 0.0311734 | val_loss: 0.0311743 | Time: 3616.97 ms [2022-02-11 19:00:23 main:574] : INFO : Epoch 1922 | loss: 0.031172 | val_loss: 0.0311746 | Time: 3590.9 ms [2022-02-11 19:00:27 main:574] : INFO : Epoch 1923 | loss: 0.0311722 | val_loss: 0.0311733 | Time: 3668.76 ms [2022-02-11 19:00:30 main:574] : INFO : Epoch 1924 | loss: 0.0311722 | val_loss: 0.031174 | Time: 3650.82 ms [2022-02-11 19:00:34 main:574] : INFO : Epoch 1925 | loss: 0.031172 | val_loss: 0.0311734 | Time: 3662.12 ms [2022-02-11 19:00:38 main:574] : INFO : Epoch 1926 | loss: 0.0311728 | val_loss: 0.0311737 | Time: 3650.75 ms [2022-02-11 19:00:41 main:574] : INFO : Epoch 1927 | loss: 0.0311762 | val_loss: 0.0311885 | Time: 3647.61 ms [2022-02-11 19:00:45 main:574] : INFO : Epoch 1928 | loss: 0.0311892 | val_loss: 0.0311918 | Time: 3603.98 ms [2022-02-11 19:00:48 main:574] : INFO : Epoch 1929 | loss: 0.0311786 | val_loss: 0.0311769 | Time: 3640.37 ms [2022-02-11 19:00:52 main:574] : INFO : Epoch 1930 | loss: 0.0311741 | val_loss: 0.031176 | Time: 3619.71 ms [2022-02-11 19:00:56 main:574] : INFO : Epoch 1931 | loss: 0.0311734 | val_loss: 0.0311738 | Time: 3608.84 ms [2022-02-11 19:00:59 main:574] : INFO : Epoch 1932 | loss: 0.0311733 | val_loss: 0.0311742 | Time: 3658.34 ms [2022-02-11 19:01:03 main:574] : INFO : Epoch 1933 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 3593.36 ms [2022-02-11 19:01:06 main:574] : INFO : Epoch 1934 | loss: 0.0311763 | val_loss: 0.0311758 | Time: 3604.1 ms [2022-02-11 19:01:10 main:574] : INFO : Epoch 1935 | loss: 0.0311783 | val_loss: 0.0311755 | Time: 3635.31 ms [2022-02-11 19:01:14 main:574] : INFO : Epoch 1936 | loss: 0.0311724 | val_loss: 0.0311734 | Time: 3638.13 ms [2022-02-11 19:01:17 main:574] : INFO : Epoch 1937 | loss: 0.0311714 | val_loss: 0.0311755 | Time: 3644.08 ms [2022-02-11 19:01:21 main:574] : INFO : Epoch 1938 | loss: 0.0311724 | val_loss: 0.0311729 | Time: 3624.04 ms [2022-02-11 19:01:25 main:574] : INFO : Epoch 1939 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 3601.23 ms [2022-02-11 19:01:28 main:574] : INFO : Epoch 1940 | loss: 0.031172 | val_loss: 0.0311756 | Time: 3623.68 ms [2022-02-11 19:01:32 main:574] : INFO : Epoch 1941 | loss: 0.0311724 | val_loss: 0.0311729 | Time: 3608.67 ms [2022-02-11 19:01:35 main:574] : INFO : Epoch 1942 | loss: 0.0311718 | val_loss: 0.0311734 | Time: 3595.49 ms [2022-02-11 19:01:39 main:574] : INFO : Epoch 1943 | loss: 0.0311719 | val_loss: 0.0311729 | Time: 3603.11 ms [2022-02-11 19:01:43 main:574] : INFO : Epoch 1944 | loss: 0.0311732 | val_loss: 0.0311747 | Time: 3633.12 ms [2022-02-11 19:01:46 main:574] : INFO : Epoch 1945 | loss: 0.0311752 | val_loss: 0.0311733 | Time: 3618.88 ms [2022-02-11 19:01:50 main:574] : INFO : Epoch 1946 | loss: 0.0311736 | val_loss: 0.031175 | Time: 3662.15 ms [2022-02-11 19:01:54 main:574] : INFO : Epoch 1947 | loss: 0.0311731 | val_loss: 0.0311743 | Time: 3603.76 ms [2022-02-11 19:01:57 main:574] : INFO : Epoch 1948 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 3619.46 ms [2022-02-11 19:02:01 main:574] : INFO : Epoch 1949 | loss: 0.0311744 | val_loss: 0.0311773 | Time: 3662.22 ms [2022-02-11 19:02:05 main:574] : INFO : Epoch 1950 | loss: 0.0311742 | val_loss: 0.0311773 | Time: 3607.3 ms [2022-02-11 19:02:08 main:574] : INFO : Epoch 1951 | loss: 0.0311721 | val_loss: 0.0311734 | Time: 3587.42 ms [2022-02-11 19:02:12 main:574] : INFO : Epoch 1952 | loss: 0.0311718 | val_loss: 0.0311743 | Time: 3610.3 ms [2022-02-11 19:02:15 main:574] : INFO : Epoch 1953 | loss: 0.0311724 | val_loss: 0.0311729 | Time: 3642.42 ms [2022-02-11 19:02:19 main:574] : INFO : Epoch 1954 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 3663.46 ms [2022-02-11 19:02:23 main:574] : INFO : Epoch 1955 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 3602.07 ms [2022-02-11 19:02:26 main:574] : INFO : Epoch 1956 | loss: 0.0311724 | val_loss: 0.0311752 | Time: 3613.43 ms [2022-02-11 19:02:30 main:574] : INFO : Epoch 1957 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 3615.6 ms [2022-02-11 19:02:33 main:574] : INFO : Epoch 1958 | loss: 0.031172 | val_loss: 0.0311782 | Time: 3635.38 ms [2022-02-11 19:02:37 main:574] : INFO : Epoch 1959 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 3642.99 ms [2022-02-11 19:02:41 main:574] : INFO : Epoch 1960 | loss: 0.0311743 | val_loss: 0.0311794 | Time: 3663.93 ms [2022-02-11 19:02:44 main:574] : INFO : Epoch 1961 | loss: 0.0311715 | val_loss: 0.0311745 | Time: 3632 ms [2022-02-11 19:02:48 main:574] : INFO : Epoch 1962 | loss: 0.0311729 | val_loss: 0.0311761 | Time: 3632.92 ms [2022-02-11 19:02:52 main:574] : INFO : Epoch 1963 | loss: 0.0311723 | val_loss: 0.0311721 | Time: 3624.01 ms [2022-02-11 19:02:55 main:574] : INFO : Epoch 1964 | loss: 0.0311718 | val_loss: 0.0311707 | Time: 3645.85 ms [2022-02-11 19:02:59 main:574] : INFO : Epoch 1965 | loss: 0.0311719 | val_loss: 0.0311738 | Time: 3652.17 ms [2022-02-11 19:03:03 main:574] : INFO : Epoch 1966 | loss: 0.0311715 | val_loss: 0.031173 | Time: 3644.76 ms [2022-02-11 19:03:06 main:574] : INFO : Epoch 1967 | loss: 0.0311724 | val_loss: 0.031174 | Time: 3630.02 ms [2022-02-11 19:03:10 main:574] : INFO : Epoch 1968 | loss: 0.0311733 | val_loss: 0.0311741 | Time: 3617.21 ms [2022-02-11 19:03:14 main:574] : INFO : Epoch 1969 | loss: 0.031171 | val_loss: 0.0311722 | Time: 3621.61 ms [2022-02-11 19:03:17 main:574] : INFO : Epoch 1970 | loss: 0.0311723 | val_loss: 0.0311736 | Time: 3591.94 ms [2022-02-11 19:03:21 main:574] : INFO : Epoch 1971 | loss: 0.0311726 | val_loss: 0.031172 | Time: 3477.67 ms [2022-02-11 19:03:24 main:574] : INFO : Epoch 1972 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 3597.57 ms [2022-02-11 19:03:28 main:574] : INFO : Epoch 1973 | loss: 0.031171 | val_loss: 0.0311732 | Time: 3672.72 ms [2022-02-11 19:03:31 main:574] : INFO : Epoch 1974 | loss: 0.0311726 | val_loss: 0.0311722 | Time: 3634.96 ms [2022-02-11 19:03:35 main:574] : INFO : Epoch 1975 | loss: 0.0311708 | val_loss: 0.0311726 | Time: 3637.14 ms [2022-02-11 19:03:39 main:574] : INFO : Epoch 1976 | loss: 0.0311713 | val_loss: 0.0311766 | Time: 3650.61 ms [2022-02-11 19:03:42 main:574] : INFO : Epoch 1977 | loss: 0.0311746 | val_loss: 0.0311759 | Time: 3614.92 ms [2022-02-11 19:03:46 main:574] : INFO : Epoch 1978 | loss: 0.0311708 | val_loss: 0.0311731 | Time: 3637.71 ms [2022-02-11 19:03:50 main:574] : INFO : Epoch 1979 | loss: 0.0311702 | val_loss: 0.0311723 | Time: 3651.09 ms [2022-02-11 19:03:53 main:574] : INFO : Epoch 1980 | loss: 0.03117 | val_loss: 0.0311733 | Time: 3673.87 ms [2022-02-11 19:03:57 main:574] : INFO : Epoch 1981 | loss: 0.031171 | val_loss: 0.0311745 | Time: 3659.84 ms [2022-02-11 19:04:01 main:574] : INFO : Epoch 1982 | loss: 0.0311709 | val_loss: 0.0311722 | Time: 3659.88 ms [2022-02-11 19:04:04 main:574] : INFO : Epoch 1983 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 3663.37 ms [2022-02-11 19:04:08 main:574] : INFO : Epoch 1984 | loss: 0.0311705 | val_loss: 0.0311745 | Time: 3652.84 ms [2022-02-11 19:04:12 main:574] : INFO : Epoch 1985 | loss: 0.0311729 | val_loss: 0.0311728 | Time: 3697.21 ms [2022-02-11 19:04:15 main:574] : INFO : Epoch 1986 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 3636.27 ms [2022-02-11 19:04:19 main:574] : INFO : Epoch 1987 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 3673.65 ms [2022-02-11 19:04:23 main:574] : INFO : Epoch 1988 | loss: 0.0311719 | val_loss: 0.0311724 | Time: 3625.26 ms [2022-02-11 19:04:26 main:574] : INFO : Epoch 1989 | loss: 0.0311713 | val_loss: 0.0311739 | Time: 3609 ms [2022-02-11 19:04:30 main:574] : INFO : Epoch 1990 | loss: 0.031172 | val_loss: 0.0311735 | Time: 3633.06 ms [2022-02-11 19:04:34 main:574] : INFO : Epoch 1991 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 3750.97 ms [2022-02-11 19:04:37 main:574] : INFO : Epoch 1992 | loss: 0.0311706 | val_loss: 0.0311725 | Time: 3641.47 ms [2022-02-11 19:04:41 main:574] : INFO : Epoch 1993 | loss: 0.0311731 | val_loss: 0.0311809 | Time: 3623.64 ms [2022-02-11 19:04:45 main:574] : INFO : Epoch 1994 | loss: 0.0311724 | val_loss: 0.0311727 | Time: 3685.54 ms [2022-02-11 19:04:48 main:574] : INFO : Epoch 1995 | loss: 0.0311707 | val_loss: 0.031174 | Time: 3596.43 ms [2022-02-11 19:04:52 main:574] : INFO : Epoch 1996 | loss: 0.0311708 | val_loss: 0.0311724 | Time: 3639.5 ms [2022-02-11 19:04:55 main:574] : INFO : Epoch 1997 | loss: 0.0311713 | val_loss: 0.031172 | Time: 3640.92 ms [2022-02-11 19:04:59 main:574] : INFO : Epoch 1998 | loss: 0.0311705 | val_loss: 0.0311723 | Time: 3550.97 ms [2022-02-11 19:05:03 main:574] : INFO : Epoch 1999 | loss: 0.0311705 | val_loss: 0.0311723 | Time: 3647.52 ms [2022-02-11 19:05:06 main:574] : INFO : Epoch 2000 | loss: 0.0311712 | val_loss: 0.0311743 | Time: 3682.86 ms [2022-02-11 19:05:10 main:574] : INFO : Epoch 2001 | loss: 0.0311712 | val_loss: 0.0311736 | Time: 3660.7 ms [2022-02-11 19:05:14 main:574] : INFO : Epoch 2002 | loss: 0.0311727 | val_loss: 0.0311729 | Time: 3694.64 ms [2022-02-11 19:05:17 main:574] : INFO : Epoch 2003 | loss: 0.0311721 | val_loss: 0.031172 | Time: 3673.95 ms [2022-02-11 19:05:21 main:574] : INFO : Epoch 2004 | loss: 0.0311713 | val_loss: 0.0311761 | Time: 3605.85 ms [2022-02-11 19:05:25 main:574] : INFO : Epoch 2005 | loss: 0.0311718 | val_loss: 0.0311742 | Time: 3666.09 ms [2022-02-11 19:05:28 main:574] : INFO : Epoch 2006 | loss: 0.0311712 | val_loss: 0.0311769 | Time: 3599.28 ms [2022-02-11 19:05:32 main:574] : INFO : Epoch 2007 | loss: 0.0311758 | val_loss: 0.03119 | Time: 3620.65 ms [2022-02-11 19:05:35 main:574] : INFO : Epoch 2008 | loss: 0.0311752 | val_loss: 0.0311729 | Time: 3620.66 ms [2022-02-11 19:05:39 main:574] : INFO : Epoch 2009 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 3619.26 ms [2022-02-11 19:05:43 main:574] : INFO : Epoch 2010 | loss: 0.0311718 | val_loss: 0.0311738 | Time: 3680.21 ms [2022-02-11 19:05:46 main:574] : INFO : Epoch 2011 | loss: 0.0311704 | val_loss: 0.0311732 | Time: 3642.94 ms [2022-02-11 19:05:50 main:574] : INFO : Epoch 2012 | loss: 0.0311701 | val_loss: 0.0311731 | Time: 3659.4 ms [2022-02-11 19:05:54 main:574] : INFO : Epoch 2013 | loss: 0.0311701 | val_loss: 0.0311726 | Time: 3603.81 ms [2022-02-11 19:05:57 main:574] : INFO : Epoch 2014 | loss: 0.0311699 | val_loss: 0.031173 | Time: 3658.74 ms [2022-02-11 19:06:01 main:574] : INFO : Epoch 2015 | loss: 0.0311702 | val_loss: 0.0311723 | Time: 3624.24 ms [2022-02-11 19:06:05 main:574] : INFO : Epoch 2016 | loss: 0.03117 | val_loss: 0.0311747 | Time: 3675.08 ms [2022-02-11 19:06:08 main:574] : INFO : Epoch 2017 | loss: 0.0311856 | val_loss: 0.031196 | Time: 3588.55 ms [2022-02-11 19:06:12 main:574] : INFO : Epoch 2018 | loss: 0.0312075 | val_loss: 0.0312023 | Time: 3658.45 ms [2022-02-11 19:06:16 main:574] : INFO : Epoch 2019 | loss: 0.0312018 | val_loss: 0.0311999 | Time: 3581.83 ms [2022-02-11 19:06:19 main:574] : INFO : Epoch 2020 | loss: 0.0312017 | val_loss: 0.0311986 | Time: 3649.79 ms [2022-02-11 19:06:23 main:574] : INFO : Epoch 2021 | loss: 0.031194 | val_loss: 0.0311938 | Time: 3597.36 ms [2022-02-11 19:06:26 main:574] : INFO : Epoch 2022 | loss: 0.031196 | val_loss: 0.0311894 | Time: 3695.16 ms [2022-02-11 19:06:30 main:574] : INFO : Epoch 2023 | loss: 0.031192 | val_loss: 0.0311911 | Time: 3657.57 ms [2022-02-11 19:06:34 main:574] : INFO : Epoch 2024 | loss: 0.0311913 | val_loss: 0.0311928 | Time: 3628.83 ms [2022-02-11 19:06:37 main:574] : INFO : Epoch 2025 | loss: 0.0311938 | val_loss: 0.0311911 | Time: 3622.66 ms [2022-02-11 19:06:41 main:574] : INFO : Epoch 2026 | loss: 0.031194 | val_loss: 0.031188 | Time: 3611.59 ms [2022-02-11 19:06:45 main:574] : INFO : Epoch 2027 | loss: 0.0311916 | val_loss: 0.0311875 | Time: 3615.17 ms [2022-02-11 19:06:48 main:574] : INFO : Epoch 2028 | loss: 0.0311895 | val_loss: 0.031186 | Time: 3580.03 ms [2022-02-11 19:06:52 main:574] : INFO : Epoch 2029 | loss: 0.0311888 | val_loss: 0.0311912 | Time: 3670.15 ms [2022-02-11 19:06:55 main:574] : INFO : Epoch 2030 | loss: 0.0311902 | val_loss: 0.0311854 | Time: 3614.02 ms [2022-02-11 19:06:59 main:574] : INFO : Epoch 2031 | loss: 0.0311904 | val_loss: 0.0311872 | Time: 3660.29 ms [2022-02-11 19:07:03 main:574] : INFO : Epoch 2032 | loss: 0.0311873 | val_loss: 0.0311843 | Time: 3627.47 ms [2022-02-11 19:07:06 main:574] : INFO : Epoch 2033 | loss: 0.0311858 | val_loss: 0.0311837 | Time: 3639.73 ms [2022-02-11 19:07:10 main:574] : INFO : Epoch 2034 | loss: 0.0311858 | val_loss: 0.0311849 | Time: 3617.23 ms [2022-02-11 19:07:14 main:574] : INFO : Epoch 2035 | loss: 0.0311854 | val_loss: 0.0311846 | Time: 3629.03 ms [2022-02-11 19:07:17 main:574] : INFO : Epoch 2036 | loss: 0.031188 | val_loss: 0.031183 | Time: 3634.25 ms [2022-02-11 19:07:21 main:574] : INFO : Epoch 2037 | loss: 0.0311861 | val_loss: 0.0311842 | Time: 3622.17 ms [2022-02-11 19:07:24 main:574] : INFO : Epoch 2038 | loss: 0.0311875 | val_loss: 0.0311899 | Time: 3585.69 ms [2022-02-11 19:07:28 main:574] : INFO : Epoch 2039 | loss: 0.0311888 | val_loss: 0.0311838 | Time: 3631.22 ms [2022-02-11 19:07:32 main:574] : INFO : Epoch 2040 | loss: 0.0311898 | val_loss: 0.0311828 | Time: 3656 ms [2022-02-11 19:07:35 main:574] : INFO : Epoch 2041 | loss: 0.0311846 | val_loss: 0.0311838 | Time: 3628.91 ms [2022-02-11 19:07:39 main:574] : INFO : Epoch 2042 | loss: 0.031183 | val_loss: 0.0311914 | Time: 3636.1 ms [2022-02-11 19:07:43 main:574] : INFO : Epoch 2043 | loss: 0.0311831 | val_loss: 0.0311814 | Time: 3612.86 ms [2022-02-11 19:07:46 main:574] : INFO : Epoch 2044 | loss: 0.0311829 | val_loss: 0.0311833 | Time: 3627.01 ms [2022-02-11 19:07:50 main:574] : INFO : Epoch 2045 | loss: 0.0311824 | val_loss: 0.0311819 | Time: 3677 ms [2022-02-11 19:07:54 main:574] : INFO : Epoch 2046 | loss: 0.0311819 | val_loss: 0.0311809 | Time: 3616.7 ms [2022-02-11 19:07:57 main:574] : INFO : Epoch 2047 | loss: 0.0311816 | val_loss: 0.031181 | Time: 3636.13 ms [2022-02-11 19:08:01 main:574] : INFO : Epoch 2048 | loss: 0.0311826 | val_loss: 0.0311825 | Time: 3612.72 ms [2022-02-11 19:08:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311825 [2022-02-11 19:08:01 main:603] : INFO : Saving end state to config to file [2022-02-11 19:08:01 main:608] : INFO : Success, exiting.. 19:08:01 (6228): 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)