Task 14090721
| Name | ParityModified-1647042343-26515-1-0_1 |
| Workunit | 10367866 |
| Created | 30 Mar 2022, 12:53:38 UTC |
| Sent | 30 Mar 2022, 13:48:38 UTC |
| Report deadline | 7 Apr 2022, 13:48:38 UTC |
| Received | 30 Mar 2022, 16:18:23 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 29 min 29 sec |
| CPU time | 2 hours 27 min 46 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1:11 main:574] : INFO : Epoch 1542 | loss: 0.0311348 | val_loss: 0.0311673 | Time: 4275.77 ms [2022-03-30 17:41:16 main:574] : INFO : Epoch 1543 | loss: 0.0311334 | val_loss: 0.0311687 | Time: 4334.98 ms [2022-03-30 17:41:20 main:574] : INFO : Epoch 1544 | loss: 0.0311319 | val_loss: 0.031168 | Time: 4339.44 ms [2022-03-30 17:41:24 main:574] : INFO : Epoch 1545 | loss: 0.0311349 | val_loss: 0.0311657 | Time: 4327.12 ms [2022-03-30 17:41:29 main:574] : INFO : Epoch 1546 | loss: 0.0311348 | val_loss: 0.0311739 | Time: 4321.13 ms [2022-03-30 17:41:33 main:574] : INFO : Epoch 1547 | loss: 0.0311309 | val_loss: 0.0311735 | Time: 4367.98 ms [2022-03-30 17:41:37 main:574] : INFO : Epoch 1548 | loss: 0.0311316 | val_loss: 0.0311676 | Time: 4363.66 ms [2022-03-30 17:41:42 main:574] : INFO : Epoch 1549 | loss: 0.0311333 | val_loss: 0.031178 | Time: 4302.5 ms [2022-03-30 17:41:46 main:574] : INFO : Epoch 1550 | loss: 0.031134 | val_loss: 0.0311718 | Time: 4371.67 ms [2022-03-30 17:41:50 main:574] : INFO : Epoch 1551 | loss: 0.0311267 | val_loss: 0.031177 | Time: 4316.51 ms [2022-03-30 17:41:55 main:574] : INFO : Epoch 1552 | loss: 0.0311262 | val_loss: 0.0311703 | Time: 4325.54 ms [2022-03-30 17:41:59 main:574] : INFO : Epoch 1553 | loss: 0.031128 | val_loss: 0.0311778 | Time: 4349.12 ms [2022-03-30 17:42:03 main:574] : INFO : Epoch 1554 | loss: 0.0311259 | val_loss: 0.0311737 | Time: 4392.93 ms [2022-03-30 17:42:08 main:574] : INFO : Epoch 1555 | loss: 0.0311253 | val_loss: 0.0311784 | Time: 4360.7 ms [2022-03-30 17:42:12 main:574] : INFO : Epoch 1556 | loss: 0.0311246 | val_loss: 0.0311782 | Time: 4330.55 ms [2022-03-30 17:42:16 main:574] : INFO : Epoch 1557 | loss: 0.031128 | val_loss: 0.0311764 | Time: 4336.06 ms [2022-03-30 17:42:21 main:574] : INFO : Epoch 1558 | loss: 0.0311275 | val_loss: 0.0311771 | Time: 4333.09 ms [2022-03-30 17:42:25 main:574] : INFO : Epoch 1559 | loss: 0.0311245 | val_loss: 0.0311844 | Time: 4343.18 ms [2022-03-30 17:42:29 main:574] : INFO : Epoch 1560 | loss: 0.0311254 | val_loss: 0.031176 | Time: 4331.09 ms [2022-03-30 17:42:34 main:574] : INFO : Epoch 1561 | loss: 0.0311228 | val_loss: 0.0311763 | Time: 4324.42 ms [2022-03-30 17:42:38 main:574] : INFO : Epoch 1562 | loss: 0.0311255 | val_loss: 0.0311781 | Time: 4386.6 ms [2022-03-30 17:42:43 main:574] : INFO : Epoch 1563 | loss: 0.0311263 | val_loss: 0.031179 | Time: 4348.6 ms [2022-03-30 17:42:47 main:574] : INFO : Epoch 1564 | loss: 0.0311239 | val_loss: 0.0311729 | Time: 4378.7 ms [2022-03-30 17:42:51 main:574] : INFO : Epoch 1565 | loss: 0.0311291 | val_loss: 0.031179 | Time: 4361.46 ms [2022-03-30 17:42:56 main:574] : INFO : Epoch 1566 | loss: 0.0311288 | val_loss: 0.0311748 | Time: 4386.39 ms [2022-03-30 17:43:00 main:574] : INFO : Epoch 1567 | loss: 0.0311251 | val_loss: 0.0311711 | Time: 4345.39 ms [2022-03-30 17:43:04 main:574] : INFO : Epoch 1568 | loss: 0.0311251 | val_loss: 0.0311729 | Time: 4351.58 ms [2022-03-30 17:43:09 main:574] : INFO : Epoch 1569 | loss: 0.0311394 | val_loss: 0.0311705 | Time: 4350.76 ms [2022-03-30 17:43:13 main:574] : INFO : Epoch 1570 | loss: 0.0311364 | val_loss: 0.0311767 | Time: 4370.7 ms [2022-03-30 17:43:17 main:574] : INFO : Epoch 1571 | loss: 0.0311309 | val_loss: 0.0311745 | Time: 4313.49 ms [2022-03-30 17:43:22 main:574] : INFO : Epoch 1572 | loss: 0.0311261 | val_loss: 0.0311782 | Time: 4314.39 ms [2022-03-30 17:43:26 main:574] : INFO : Epoch 1573 | loss: 0.0311221 | val_loss: 0.0311824 | Time: 4335.96 ms [2022-03-30 17:43:30 main:574] : INFO : Epoch 1574 | loss: 0.0311226 | val_loss: 0.0311719 | Time: 4334.92 ms [2022-03-30 17:43:35 main:574] : INFO : Epoch 1575 | loss: 0.0311241 | val_loss: 0.031174 | Time: 4338.06 ms [2022-03-30 17:43:39 main:574] : INFO : Epoch 1576 | loss: 0.0311234 | val_loss: 0.0311762 | Time: 4295.73 ms [2022-03-30 17:43:43 main:574] : INFO : Epoch 1577 | loss: 0.0311213 | val_loss: 0.0311769 | Time: 4329.68 ms [2022-03-30 17:43:48 main:574] : INFO : Epoch 1578 | loss: 0.0311184 | val_loss: 0.0311797 | Time: 4336.33 ms [2022-03-30 17:43:52 main:574] : INFO : Epoch 1579 | loss: 0.0311202 | val_loss: 0.0311791 | Time: 4402.76 ms [2022-03-30 17:43:57 main:574] : INFO : Epoch 1580 | loss: 0.031119 | val_loss: 0.0311828 | Time: 4361.15 ms [2022-03-30 17:44:01 main:574] : INFO : Epoch 1581 | loss: 0.0311196 | val_loss: 0.0311708 | Time: 4337.76 ms [2022-03-30 17:44:05 main:574] : INFO : Epoch 1582 | loss: 0.0311252 | val_loss: 0.031174 | Time: 4342.37 ms [2022-03-30 17:44:10 main:574] : INFO : Epoch 1583 | loss: 0.0311226 | val_loss: 0.0311841 | Time: 4327.78 ms [2022-03-30 17:44:14 main:574] : INFO : Epoch 1584 | loss: 0.0311224 | val_loss: 0.0311729 | Time: 4292.84 ms [2022-03-30 17:44:18 main:574] : INFO : Epoch 1585 | loss: 0.0311185 | val_loss: 0.0311836 | Time: 4321.77 ms [2022-03-30 17:44:23 main:574] : INFO : Epoch 1586 | loss: 0.0311187 | val_loss: 0.0311751 | Time: 4337.88 ms [2022-03-30 17:44:27 main:574] : INFO : Epoch 1587 | loss: 0.0311161 | val_loss: 0.0311876 | Time: 4369.3 ms [2022-03-30 17:44:31 main:574] : INFO : Epoch 1588 | loss: 0.0311211 | val_loss: 0.0311758 | Time: 4386.47 ms [2022-03-30 17:44:36 main:574] : INFO : Epoch 1589 | loss: 0.0311213 | val_loss: 0.0311813 | Time: 4291.81 ms [2022-03-30 17:44:40 main:574] : INFO : Epoch 1590 | loss: 0.0311164 | val_loss: 0.0311824 | Time: 4335.63 ms [2022-03-30 17:44:44 main:574] : INFO : Epoch 1591 | loss: 0.0311157 | val_loss: 0.0311813 | Time: 4386.6 ms [2022-03-30 17:44:49 main:574] : INFO : Epoch 1592 | loss: 0.0311156 | val_loss: 0.0311789 | Time: 4348.96 ms [2022-03-30 17:44:53 main:574] : INFO : Epoch 1593 | loss: 0.0311207 | val_loss: 0.0311824 | Time: 4336.63 ms [2022-03-30 17:44:57 main:574] : INFO : Epoch 1594 | loss: 0.0311213 | val_loss: 0.0311725 | Time: 4379.7 ms [2022-03-30 17:45:02 main:574] : INFO : Epoch 1595 | loss: 0.0311276 | val_loss: 0.0311729 | Time: 4318.36 ms [2022-03-30 17:45:06 main:574] : INFO : Epoch 1596 | loss: 0.0311274 | val_loss: 0.0311758 | Time: 4389.61 ms [2022-03-30 17:45:10 main:574] : INFO : Epoch 1597 | loss: 0.0311257 | val_loss: 0.031173 | Time: 4333.42 ms [2022-03-30 17:45:15 main:574] : INFO : Epoch 1598 | loss: 0.0311198 | val_loss: 0.0311755 | Time: 4339.92 ms [2022-03-30 17:45:19 main:574] : INFO : Epoch 1599 | loss: 0.0311155 | val_loss: 0.0311742 | Time: 4324.08 ms [2022-03-30 17:45:23 main:574] : INFO : Epoch 1600 | loss: 0.0311176 | val_loss: 0.0311785 | Time: 4355.33 ms [2022-03-30 17:45:28 main:574] : INFO : Epoch 1601 | loss: 0.0311162 | val_loss: 0.0311876 | Time: 4318.66 ms [2022-03-30 17:45:32 main:574] : INFO : Epoch 1602 | loss: 0.0311146 | val_loss: 0.0311945 | Time: 4343.75 ms [2022-03-30 17:45:36 main:574] : INFO : Epoch 1603 | loss: 0.0311181 | val_loss: 0.0311778 | Time: 4332.4 ms [2022-03-30 17:45:41 main:574] : INFO : Epoch 1604 | loss: 0.0311163 | val_loss: 0.0311825 | Time: 4359.4 ms [2022-03-30 17:45:45 main:574] : INFO : Epoch 1605 | loss: 0.0311147 | val_loss: 0.0311811 | Time: 4366.36 ms [2022-03-30 17:45:50 main:574] : INFO : Epoch 1606 | loss: 0.031111 | val_loss: 0.0311842 | Time: 4317.36 ms [2022-03-30 17:45:54 main:574] : INFO : Epoch 1607 | loss: 0.0311092 | val_loss: 0.0311789 | Time: 4308.65 ms [2022-03-30 17:45:58 main:574] : INFO : Epoch 1608 | loss: 0.0311082 | val_loss: 0.0311852 | Time: 4325 ms [2022-03-30 17:46:02 main:574] : INFO : Epoch 1609 | loss: 0.0311103 | val_loss: 0.03118 | Time: 4293.14 ms [2022-03-30 17:46:07 main:574] : INFO : Epoch 1610 | loss: 0.0311154 | val_loss: 0.0311849 | Time: 4352.76 ms [2022-03-30 17:46:11 main:574] : INFO : Epoch 1611 | loss: 0.0311174 | val_loss: 0.0311816 | Time: 4303.64 ms [2022-03-30 17:46:16 main:574] : INFO : Epoch 1612 | loss: 0.0311327 | val_loss: 0.0311691 | Time: 4372.67 ms [2022-03-30 17:46:20 main:574] : INFO : Epoch 1613 | loss: 0.0311259 | val_loss: 0.0311774 | Time: 4355.96 ms [2022-03-30 17:46:24 main:574] : INFO : Epoch 1614 | loss: 0.0311221 | val_loss: 0.0311785 | Time: 4329.99 ms [2022-03-30 17:46:29 main:574] : INFO : Epoch 1615 | loss: 0.0311183 | val_loss: 0.0311778 | Time: 4343.61 ms [2022-03-30 17:46:33 main:574] : INFO : Epoch 1616 | loss: 0.0311168 | val_loss: 0.0311808 | Time: 4326.98 ms [2022-03-30 17:46:37 main:574] : INFO : Epoch 1617 | loss: 0.0311177 | val_loss: 0.0311867 | Time: 4386.96 ms [2022-03-30 17:46:42 main:574] : INFO : Epoch 1618 | loss: 0.0311172 | val_loss: 0.0311809 | Time: 4325.43 ms [2022-03-30 17:46:46 main:574] : INFO : Epoch 1619 | loss: 0.0311172 | val_loss: 0.0311795 | Time: 4323.4 ms [2022-03-30 17:46:50 main:574] : INFO : Epoch 1620 | loss: 0.0311125 | val_loss: 0.0311831 | Time: 4376.94 ms [2022-03-30 17:46:55 main:574] : INFO : Epoch 1621 | loss: 0.0311147 | val_loss: 0.0311792 | Time: 4403.34 ms [2022-03-30 17:46:59 main:574] : INFO : Epoch 1622 | loss: 0.0311142 | val_loss: 0.0311845 | Time: 4308.16 ms [2022-03-30 17:47:03 main:574] : INFO : Epoch 1623 | loss: 0.0311133 | val_loss: 0.0311828 | Time: 4338.44 ms [2022-03-30 17:47:08 main:574] : INFO : Epoch 1624 | loss: 0.0311109 | val_loss: 0.0311771 | Time: 4326.17 ms [2022-03-30 17:47:12 main:574] : INFO : Epoch 1625 | loss: 0.0311158 | val_loss: 0.031185 | Time: 4368.72 ms [2022-03-30 17:47:16 main:574] : INFO : Epoch 1626 | loss: 0.0311145 | val_loss: 0.0311905 | Time: 4345.17 ms [2022-03-30 17:47:21 main:574] : INFO : Epoch 1627 | loss: 0.0311163 | val_loss: 0.0311763 | Time: 4388.99 ms [2022-03-30 17:47:25 main:574] : INFO : Epoch 1628 | loss: 0.0311149 | val_loss: 0.0311814 | Time: 4364.85 ms [2022-03-30 17:47:30 main:574] : INFO : Epoch 1629 | loss: 0.0311209 | val_loss: 0.0311804 | Time: 4388.14 ms [2022-03-30 17:47:34 main:574] : INFO : Epoch 1630 | loss: 0.0311162 | val_loss: 0.031184 | Time: 4358.36 ms [2022-03-30 17:47:38 main:574] : INFO : Epoch 1631 | loss: 0.0311135 | val_loss: 0.0311861 | Time: 4366.85 ms [2022-03-30 17:47:43 main:574] : INFO : Epoch 1632 | loss: 0.0311093 | val_loss: 0.0311865 | Time: 4314.49 ms [2022-03-30 17:47:47 main:574] : INFO : Epoch 1633 | loss: 0.0311095 | val_loss: 0.0311849 | Time: 4319.47 ms [2022-03-30 17:47:51 main:574] : INFO : Epoch 1634 | loss: 0.0311125 | val_loss: 0.0311825 | Time: 4343.25 ms [2022-03-30 17:47:56 main:574] : INFO : Epoch 1635 | loss: 0.0311178 | val_loss: 0.031187 | Time: 4305.28 ms [2022-03-30 17:48:00 main:574] : INFO : Epoch 1636 | loss: 0.0311183 | val_loss: 0.0311859 | Time: 4364.58 ms [2022-03-30 17:48:04 main:574] : INFO : Epoch 1637 | loss: 0.0311135 | val_loss: 0.0311878 | Time: 4275.81 ms [2022-03-30 17:48:09 main:574] : INFO : Epoch 1638 | loss: 0.031113 | val_loss: 0.0311889 | Time: 4329.47 ms [2022-03-30 17:48:13 main:574] : INFO : Epoch 1639 | loss: 0.031113 | val_loss: 0.0311826 | Time: 4366.66 ms [2022-03-30 17:48:17 main:574] : INFO : Epoch 1640 | loss: 0.0311124 | val_loss: 0.0311868 | Time: 4384.96 ms [2022-03-30 17:48:22 main:574] : INFO : Epoch 1641 | loss: 0.0311123 | val_loss: 0.0311912 | Time: 4343.54 ms [2022-03-30 17:48:26 main:574] : INFO : Epoch 1642 | loss: 0.0311163 | val_loss: 0.0311773 | Time: 4355.06 ms [2022-03-30 17:48:30 main:574] : INFO : Epoch 1643 | loss: 0.0311103 | val_loss: 0.0311877 | Time: 4390.46 ms [2022-03-30 17:48:35 main:574] : INFO : Epoch 1644 | loss: 0.0311074 | val_loss: 0.0311925 | Time: 4357.55 ms [2022-03-30 17:48:39 main:574] : INFO : Epoch 1645 | loss: 0.0311111 | val_loss: 0.0311833 | Time: 4296.26 ms [2022-03-30 17:48:43 main:574] : INFO : Epoch 1646 | loss: 0.031112 | val_loss: 0.0311801 | Time: 4354.11 ms [2022-03-30 17:48:48 main:574] : INFO : Epoch 1647 | loss: 0.0311162 | val_loss: 0.0311852 | Time: 4330.17 ms [2022-03-30 17:48:52 main:574] : INFO : Epoch 1648 | loss: 0.0311158 | val_loss: 0.0311834 | Time: 4367.29 ms [2022-03-30 17:48:57 main:574] : INFO : Epoch 1649 | loss: 0.0311158 | val_loss: 0.0311822 | Time: 4340.24 ms [2022-03-30 17:49:01 main:574] : INFO : Epoch 1650 | loss: 0.0311099 | val_loss: 0.031185 | Time: 4365.34 ms [2022-03-30 17:49:05 main:574] : INFO : Epoch 1651 | loss: 0.0311096 | val_loss: 0.031187 | Time: 4351.77 ms [2022-03-30 17:49:10 main:574] : INFO : Epoch 1652 | loss: 0.0311067 | val_loss: 0.0311804 | Time: 4310.38 ms [2022-03-30 17:49:14 main:574] : INFO : Epoch 1653 | loss: 0.0311089 | val_loss: 0.0311906 | Time: 4316.75 ms [2022-03-30 17:49:18 main:574] : INFO : Epoch 1654 | loss: 0.0311126 | val_loss: 0.0311823 | Time: 4368.02 ms [2022-03-30 17:49:23 main:574] : INFO : Epoch 1655 | loss: 0.0311091 | val_loss: 0.0311851 | Time: 4336.82 ms [2022-03-30 17:49:27 main:574] : INFO : Epoch 1656 | loss: 0.0311111 | val_loss: 0.0311873 | Time: 4296.54 ms [2022-03-30 17:49:31 main:574] : INFO : Epoch 1657 | loss: 0.0311054 | val_loss: 0.0311905 | Time: 4360.34 ms [2022-03-30 17:49:36 main:574] : INFO : Epoch 1658 | loss: 0.0311029 | val_loss: 0.031185 | Time: 4350.17 ms [2022-03-30 17:49:40 main:574] : INFO : Epoch 1659 | loss: 0.0311079 | val_loss: 0.0311866 | Time: 4360.81 ms [2022-03-30 17:49:44 main:574] : INFO : Epoch 1660 | loss: 0.0311129 | val_loss: 0.031187 | Time: 4360.3 ms [2022-03-30 17:49:49 main:574] : INFO : Epoch 1661 | loss: 0.0311057 | val_loss: 0.0311833 | Time: 4349.95 ms [2022-03-30 17:49:53 main:574] : INFO : Epoch 1662 | loss: 0.0311056 | val_loss: 0.0311894 | Time: 4317.19 ms [2022-03-30 17:49:57 main:574] : INFO : Epoch 1663 | loss: 0.031108 | val_loss: 0.0311889 | Time: 4367.5 ms [2022-03-30 17:50:02 main:574] : INFO : Epoch 1664 | loss: 0.0311039 | val_loss: 0.0311921 | Time: 4552.72 ms [2022-03-30 17:50:06 main:574] : INFO : Epoch 1665 | loss: 0.0311124 | val_loss: 0.0311811 | Time: 4331.19 ms [2022-03-30 17:50:11 main:574] : INFO : Epoch 1666 | loss: 0.0311195 | val_loss: 0.0311939 | Time: 4347.93 ms [2022-03-30 17:50:15 main:574] : INFO : Epoch 1667 | loss: 0.0311172 | val_loss: 0.0311876 | Time: 4360.54 ms [2022-03-30 17:50:19 main:574] : INFO : Epoch 1668 | loss: 0.031118 | val_loss: 0.0311827 | Time: 4347.97 ms [2022-03-30 17:50:24 main:574] : INFO : Epoch 1669 | loss: 0.0311099 | val_loss: 0.0311774 | Time: 4365.8 ms [2022-03-30 17:50:28 main:574] : INFO : Epoch 1670 | loss: 0.0311095 | val_loss: 0.0311763 | Time: 4373.25 ms [2022-03-30 17:50:33 main:574] : INFO : Epoch 1671 | loss: 0.0311111 | val_loss: 0.0311776 | Time: 4371.4 ms [2022-03-30 17:50:37 main:574] : INFO : Epoch 1672 | loss: 0.0311069 | val_loss: 0.0311854 | Time: 4369.59 ms [2022-03-30 17:50:41 main:574] : INFO : Epoch 1673 | loss: 0.0311061 | val_loss: 0.0311829 | Time: 4363.96 ms [2022-03-30 17:50:46 main:574] : INFO : Epoch 1674 | loss: 0.0311078 | val_loss: 0.0311801 | Time: 4286.6 ms [2022-03-30 17:50:50 main:574] : INFO : Epoch 1675 | loss: 0.031115 | val_loss: 0.0311833 | Time: 4376.53 ms [2022-03-30 17:50:54 main:574] : INFO : Epoch 1676 | loss: 0.0311076 | val_loss: 0.0311825 | Time: 4326.67 ms [2022-03-30 17:50:59 main:574] : INFO : Epoch 1677 | loss: 0.0311062 | val_loss: 0.0311832 | Time: 4320.65 ms [2022-03-30 17:51:03 main:574] : INFO : Epoch 1678 | loss: 0.0311026 | val_loss: 0.0311848 | Time: 4339.89 ms [2022-03-30 17:51:07 main:574] : INFO : Epoch 1679 | loss: 0.031102 | val_loss: 0.0311924 | Time: 4319.15 ms [2022-03-30 17:51:12 main:574] : INFO : Epoch 1680 | loss: 0.031112 | val_loss: 0.0311802 | Time: 4361.07 ms [2022-03-30 17:51:16 main:574] : INFO : Epoch 1681 | loss: 0.0311157 | val_loss: 0.0311846 | Time: 4342.11 ms [2022-03-30 17:51:20 main:574] : INFO : Epoch 1682 | loss: 0.0311097 | val_loss: 0.0311907 | Time: 4317.21 ms [2022-03-30 17:51:25 main:574] : INFO : Epoch 1683 | loss: 0.0311077 | val_loss: 0.0311829 | Time: 4320.41 ms [2022-03-30 17:51:29 main:574] : INFO : Epoch 1684 | loss: 0.0311045 | val_loss: 0.0311836 | Time: 4369.44 ms [2022-03-30 17:51:33 main:574] : INFO : Epoch 1685 | loss: 0.031103 | val_loss: 0.0311894 | Time: 4306.54 ms [2022-03-30 17:51:38 main:574] : INFO : Epoch 1686 | loss: 0.0310996 | val_loss: 0.0311916 | Time: 4318.35 ms [2022-03-30 17:51:42 main:574] : INFO : Epoch 1687 | loss: 0.0311031 | val_loss: 0.0311872 | Time: 4320.91 ms [2022-03-30 17:51:46 main:574] : INFO : Epoch 1688 | loss: 0.0310951 | val_loss: 0.0311833 | Time: 4292.55 ms [2022-03-30 17:51:51 main:574] : INFO : Epoch 1689 | loss: 0.0311002 | val_loss: 0.0311901 | Time: 4317.62 ms [2022-03-30 17:51:55 main:574] : INFO : Epoch 1690 | loss: 0.0311001 | val_loss: 0.031191 | Time: 4337.51 ms [2022-03-30 17:51:59 main:574] : INFO : Epoch 1691 | loss: 0.0311008 | val_loss: 0.03119 | Time: 4320.24 ms [2022-03-30 17:52:04 main:574] : INFO : Epoch 1692 | loss: 0.0310993 | val_loss: 0.0311897 | Time: 4407.11 ms [2022-03-30 17:52:08 main:574] : INFO : Epoch 1693 | loss: 0.0310957 | val_loss: 0.0311852 | Time: 4344.41 ms [2022-03-30 17:52:12 main:574] : INFO : Epoch 1694 | loss: 0.0310978 | val_loss: 0.0311799 | Time: 4378.58 ms [2022-03-30 17:52:17 main:574] : INFO : Epoch 1695 | loss: 0.0310963 | val_loss: 0.0311839 | Time: 4394.18 ms [2022-03-30 17:52:21 main:574] : INFO : Epoch 1696 | loss: 0.0310971 | val_loss: 0.0311757 | Time: 4365.77 ms [2022-03-30 17:52:26 main:574] : INFO : Epoch 1697 | loss: 0.0310995 | val_loss: 0.0311881 | Time: 4374.71 ms [2022-03-30 17:52:30 main:574] : INFO : Epoch 1698 | loss: 0.0310974 | val_loss: 0.0312013 | Time: 4364.16 ms [2022-03-30 17:52:34 main:574] : INFO : Epoch 1699 | loss: 0.0310969 | val_loss: 0.0311853 | Time: 4345.68 ms [2022-03-30 17:52:39 main:574] : INFO : Epoch 1700 | loss: 0.0311035 | val_loss: 0.0311842 | Time: 4319.25 ms [2022-03-30 17:52:43 main:574] : INFO : Epoch 1701 | loss: 0.0311 | val_loss: 0.0311899 | Time: 4319.63 ms [2022-03-30 17:52:47 main:574] : INFO : Epoch 1702 | loss: 0.0311006 | val_loss: 0.0311909 | Time: 4339.03 ms [2022-03-30 17:52:52 main:574] : INFO : Epoch 1703 | loss: 0.0310973 | val_loss: 0.031195 | Time: 4338.74 ms [2022-03-30 17:52:56 main:574] : INFO : Epoch 1704 | loss: 0.0310955 | val_loss: 0.0311888 | Time: 4356.26 ms [2022-03-30 17:53:00 main:574] : INFO : Epoch 1705 | loss: 0.0310951 | val_loss: 0.0311925 | Time: 4345.65 ms [2022-03-30 17:53:05 main:574] : INFO : Epoch 1706 | loss: 0.0310912 | val_loss: 0.0311922 | Time: 4346.09 ms [2022-03-30 17:53:09 main:574] : INFO : Epoch 1707 | loss: 0.0310918 | val_loss: 0.0312003 | Time: 4378.32 ms [2022-03-30 17:53:13 main:574] : INFO : Epoch 1708 | loss: 0.0311048 | val_loss: 0.0311887 | Time: 4332.46 ms [2022-03-30 17:53:18 main:574] : INFO : Epoch 1709 | loss: 0.0311044 | val_loss: 0.0311914 | Time: 4352.45 ms [2022-03-30 17:53:22 main:574] : INFO : Epoch 1710 | loss: 0.0310978 | val_loss: 0.0311967 | Time: 4355.84 ms [2022-03-30 17:53:26 main:574] : INFO : Epoch 1711 | loss: 0.0310992 | val_loss: 0.0311916 | Time: 4349.78 ms [2022-03-30 17:53:31 main:574] : INFO : Epoch 1712 | loss: 0.0311028 | val_loss: 0.0311807 | Time: 4366.03 ms [2022-03-30 17:53:35 main:574] : INFO : Epoch 1713 | loss: 0.031131 | val_loss: 0.0311781 | Time: 4329.12 ms [2022-03-30 17:53:39 main:574] : INFO : Epoch 1714 | loss: 0.0311372 | val_loss: 0.0311755 | Time: 4360.97 ms [2022-03-30 17:53:44 main:574] : INFO : Epoch 1715 | loss: 0.0311282 | val_loss: 0.0311762 | Time: 4329.27 ms [2022-03-30 17:53:48 main:574] : INFO : Epoch 1716 | loss: 0.0311242 | val_loss: 0.0311728 | Time: 4370.34 ms [2022-03-30 17:53:52 main:574] : INFO : Epoch 1717 | loss: 0.031117 | val_loss: 0.0311828 | Time: 4282.89 ms [2022-03-30 17:53:57 main:574] : INFO : Epoch 1718 | loss: 0.0311118 | val_loss: 0.0311742 | Time: 4332.51 ms [2022-03-30 17:54:01 main:574] : INFO : Epoch 1719 | loss: 0.0311051 | val_loss: 0.0311782 | Time: 4320.48 ms [2022-03-30 17:54:06 main:574] : INFO : Epoch 1720 | loss: 0.0311025 | val_loss: 0.0311934 | Time: 4401.6 ms [2022-03-30 17:54:10 main:574] : INFO : Epoch 1721 | loss: 0.0311003 | val_loss: 0.0311833 | Time: 4350.41 ms [2022-03-30 17:54:14 main:574] : INFO : Epoch 1722 | loss: 0.031099 | val_loss: 0.0311914 | Time: 4327.09 ms [2022-03-30 17:54:19 main:574] : INFO : Epoch 1723 | loss: 0.031102 | val_loss: 0.0311874 | Time: 4333.06 ms [2022-03-30 17:54:23 main:574] : INFO : Epoch 1724 | loss: 0.0311042 | val_loss: 0.0311838 | Time: 4412.95 ms [2022-03-30 17:54:27 main:574] : INFO : Epoch 1725 | loss: 0.0310987 | val_loss: 0.0311879 | Time: 4341.21 ms [2022-03-30 17:54:32 main:574] : INFO : Epoch 1726 | loss: 0.0310962 | val_loss: 0.0311769 | Time: 4368.34 ms [2022-03-30 17:54:36 main:574] : INFO : Epoch 1727 | loss: 0.0310997 | val_loss: 0.0311924 | Time: 4354.32 ms [2022-03-30 17:54:40 main:574] : INFO : Epoch 1728 | loss: 0.0311018 | val_loss: 0.0311929 | Time: 4093.44 ms [2022-03-30 17:54:45 main:574] : INFO : Epoch 1729 | loss: 0.0311028 | val_loss: 0.0311909 | Time: 4414.29 ms [2022-03-30 17:54:49 main:574] : INFO : Epoch 1730 | loss: 0.031105 | val_loss: 0.0311834 | Time: 4448.53 ms [2022-03-30 17:54:53 main:574] : INFO : Epoch 1731 | loss: 0.031102 | val_loss: 0.0312082 | Time: 4384.66 ms [2022-03-30 17:54:58 main:574] : INFO : Epoch 1732 | loss: 0.0311082 | val_loss: 0.0311822 | Time: 4392.15 ms [2022-03-30 17:55:02 main:574] : INFO : Epoch 1733 | loss: 0.0310993 | val_loss: 0.0311911 | Time: 4393.4 ms [2022-03-30 17:55:07 main:574] : INFO : Epoch 1734 | loss: 0.031097 | val_loss: 0.0311916 | Time: 4407.56 ms [2022-03-30 17:55:11 main:574] : INFO : Epoch 1735 | loss: 0.031102 | val_loss: 0.0311958 | Time: 4441.73 ms [2022-03-30 17:55:16 main:574] : INFO : Epoch 1736 | loss: 0.0310992 | val_loss: 0.0311863 | Time: 4475.39 ms [2022-03-30 17:55:20 main:574] : INFO : Epoch 1737 | loss: 0.0311155 | val_loss: 0.0311872 | Time: 4461.33 ms [2022-03-30 17:55:24 main:574] : INFO : Epoch 1738 | loss: 0.0311233 | val_loss: 0.0311912 | Time: 4467.94 ms [2022-03-30 17:55:29 main:574] : INFO : Epoch 1739 | loss: 0.0311211 | val_loss: 0.0311868 | Time: 4400.35 ms [2022-03-30 17:55:33 main:574] : INFO : Epoch 1740 | loss: 0.0311144 | val_loss: 0.0311945 | Time: 4421.4 ms [2022-03-30 17:55:38 main:574] : INFO : Epoch 1741 | loss: 0.0311117 | val_loss: 0.0311808 | Time: 4397.3 ms [2022-03-30 17:55:42 main:574] : INFO : Epoch 1742 | loss: 0.0311076 | val_loss: 0.0311824 | Time: 4431.85 ms [2022-03-30 17:55:47 main:574] : INFO : Epoch 1743 | loss: 0.0311038 | val_loss: 0.0311871 | Time: 4380.83 ms [2022-03-30 17:55:51 main:574] : INFO : Epoch 1744 | loss: 0.0311028 | val_loss: 0.0311945 | Time: 4424.25 ms [2022-03-30 17:55:55 main:574] : INFO : Epoch 1745 | loss: 0.0311031 | val_loss: 0.0311869 | Time: 4497.94 ms [2022-03-30 17:56:00 main:574] : INFO : Epoch 1746 | loss: 0.0310989 | val_loss: 0.0311853 | Time: 4381.74 ms [2022-03-30 17:56:04 main:574] : INFO : Epoch 1747 | loss: 0.0311103 | val_loss: 0.0311917 | Time: 4385.57 ms [2022-03-30 17:56:09 main:574] : INFO : Epoch 1748 | loss: 0.0311031 | val_loss: 0.0311847 | Time: 4436.58 ms [2022-03-30 17:56:13 main:574] : INFO : Epoch 1749 | loss: 0.0310954 | val_loss: 0.0311845 | Time: 4404.15 ms [2022-03-30 17:56:18 main:574] : INFO : Epoch 1750 | loss: 0.0310952 | val_loss: 0.0311909 | Time: 4456.79 ms [2022-03-30 17:56:22 main:574] : INFO : Epoch 1751 | loss: 0.0310959 | val_loss: 0.0311937 | Time: 4379.28 ms [2022-03-30 17:56:26 main:574] : INFO : Epoch 1752 | loss: 0.0310966 | val_loss: 0.0311949 | Time: 4402.41 ms [2022-03-30 17:56:31 main:574] : INFO : Epoch 1753 | loss: 0.0310937 | val_loss: 0.0311849 | Time: 4442.35 ms [2022-03-30 17:56:35 main:574] : INFO : Epoch 1754 | loss: 0.0310955 | val_loss: 0.0311897 | Time: 4418.53 ms [2022-03-30 17:56:40 main:574] : INFO : Epoch 1755 | loss: 0.0310933 | val_loss: 0.0311903 | Time: 4405.56 ms [2022-03-30 17:56:44 main:574] : INFO : Epoch 1756 | loss: 0.0310969 | val_loss: 0.0311859 | Time: 4368.67 ms [2022-03-30 17:56:48 main:574] : INFO : Epoch 1757 | loss: 0.0310973 | val_loss: 0.0311892 | Time: 4356.61 ms [2022-03-30 17:56:53 main:574] : INFO : Epoch 1758 | loss: 0.0311207 | val_loss: 0.0311781 | Time: 4373.9 ms [2022-03-30 17:56:57 main:574] : INFO : Epoch 1759 | loss: 0.0311523 | val_loss: 0.0311692 | Time: 4434.13 ms [2022-03-30 17:57:02 main:574] : INFO : Epoch 1760 | loss: 0.0311433 | val_loss: 0.0311647 | Time: 4409.57 ms [2022-03-30 17:57:06 main:574] : INFO : Epoch 1761 | loss: 0.0311364 | val_loss: 0.0311707 | Time: 4416.61 ms [2022-03-30 17:57:10 main:574] : INFO : Epoch 1762 | loss: 0.0311343 | val_loss: 0.0311686 | Time: 4372.39 ms [2022-03-30 17:57:15 main:574] : INFO : Epoch 1763 | loss: 0.0311294 | val_loss: 0.0311732 | Time: 4398.45 ms [2022-03-30 17:57:19 main:574] : INFO : Epoch 1764 | loss: 0.0311258 | val_loss: 0.0311702 | Time: 4381.92 ms [2022-03-30 17:57:24 main:574] : INFO : Epoch 1765 | loss: 0.0311202 | val_loss: 0.0311784 | Time: 4386.39 ms [2022-03-30 17:57:28 main:574] : INFO : Epoch 1766 | loss: 0.0311171 | val_loss: 0.0311757 | Time: 4380.62 ms [2022-03-30 17:57:32 main:574] : INFO : Epoch 1767 | loss: 0.0311172 | val_loss: 0.0311817 | Time: 4406.92 ms [2022-03-30 17:57:37 main:574] : INFO : Epoch 1768 | loss: 0.0311312 | val_loss: 0.0311755 | Time: 4359.14 ms [2022-03-30 17:57:41 main:574] : INFO : Epoch 1769 | loss: 0.0311416 | val_loss: 0.0311787 | Time: 4408.37 ms [2022-03-30 17:57:46 main:574] : INFO : Epoch 1770 | loss: 0.0311292 | val_loss: 0.0311698 | Time: 4394.75 ms [2022-03-30 17:57:50 main:574] : INFO : Epoch 1771 | loss: 0.03112 | val_loss: 0.0311738 | Time: 4379.44 ms [2022-03-30 17:57:54 main:574] : INFO : Epoch 1772 | loss: 0.031113 | val_loss: 0.0311783 | Time: 4401.12 ms [2022-03-30 17:57:59 main:574] : INFO : Epoch 1773 | loss: 0.0311127 | val_loss: 0.0311903 | Time: 4394.01 ms [2022-03-30 17:58:03 main:574] : INFO : Epoch 1774 | loss: 0.0311094 | val_loss: 0.0311921 | Time: 4394.98 ms [2022-03-30 17:58:08 main:574] : INFO : Epoch 1775 | loss: 0.0311055 | val_loss: 0.0311831 | Time: 4499.2 ms [2022-03-30 17:58:12 main:574] : INFO : Epoch 1776 | loss: 0.0311059 | val_loss: 0.0311857 | Time: 4406.53 ms [2022-03-30 17:58:16 main:574] : INFO : Epoch 1777 | loss: 0.0311044 | val_loss: 0.0311809 | Time: 4410.18 ms [2022-03-30 17:58:21 main:574] : INFO : Epoch 1778 | loss: 0.0311011 | val_loss: 0.0311774 | Time: 4452.2 ms [2022-03-30 17:58:25 main:574] : INFO : Epoch 1779 | loss: 0.0311055 | val_loss: 0.0311838 | Time: 4421.28 ms [2022-03-30 17:58:30 main:574] : INFO : Epoch 1780 | loss: 0.0311033 | val_loss: 0.0311913 | Time: 4410.35 ms [2022-03-30 17:58:34 main:574] : INFO : Epoch 1781 | loss: 0.031105 | val_loss: 0.0311837 | Time: 4405.26 ms [2022-03-30 17:58:39 main:574] : INFO : Epoch 1782 | loss: 0.0311002 | val_loss: 0.031184 | Time: 4451.67 ms [2022-03-30 17:58:43 main:574] : INFO : Epoch 1783 | loss: 0.0310961 | val_loss: 0.0311822 | Time: 4401.32 ms [2022-03-30 17:58:47 main:574] : INFO : Epoch 1784 | loss: 0.0310993 | val_loss: 0.0311766 | Time: 4416.2 ms [2022-03-30 17:58:52 main:574] : INFO : Epoch 1785 | loss: 0.0310998 | val_loss: 0.0311841 | Time: 4397.76 ms [2022-03-30 17:58:56 main:574] : INFO : Epoch 1786 | loss: 0.0311015 | val_loss: 0.0311989 | Time: 4420.08 ms [2022-03-30 17:59:01 main:574] : INFO : Epoch 1787 | loss: 0.0311122 | val_loss: 0.0312342 | Time: 4430.98 ms [2022-03-30 17:59:05 main:574] : INFO : Epoch 1788 | loss: 0.0312624 | val_loss: 0.0315545 | Time: 4405.69 ms [2022-03-30 17:59:10 main:574] : INFO : Epoch 1789 | loss: 0.0330244 | val_loss: 0.031861 | Time: 4386.43 ms [2022-03-30 17:59:14 main:574] : INFO : Epoch 1790 | loss: 0.0321678 | val_loss: 0.0314869 | Time: 4438.04 ms [2022-03-30 17:59:18 main:574] : INFO : Epoch 1791 | loss: 0.0313665 | val_loss: 0.031285 | Time: 4408.54 ms [2022-03-30 17:59:23 main:574] : INFO : Epoch 1792 | loss: 0.0312666 | val_loss: 0.0312562 | Time: 4397.31 ms [2022-03-30 17:59:27 main:574] : INFO : Epoch 1793 | loss: 0.0312541 | val_loss: 0.0312519 | Time: 4428.32 ms [2022-03-30 17:59:32 main:574] : INFO : Epoch 1794 | loss: 0.0312518 | val_loss: 0.0312507 | Time: 4430.64 ms [2022-03-30 17:59:36 main:574] : INFO : Epoch 1795 | loss: 0.031251 | val_loss: 0.031251 | Time: 4426.42 ms [2022-03-30 17:59:41 main:574] : INFO : Epoch 1796 | loss: 0.0312508 | val_loss: 0.031251 | Time: 4435.89 ms [2022-03-30 17:59:45 main:574] : INFO : Epoch 1797 | loss: 0.031251 | val_loss: 0.0312509 | Time: 4413.92 ms [2022-03-30 17:59:49 main:574] : INFO : Epoch 1798 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 4353.89 ms [2022-03-30 17:59:54 main:574] : INFO : Epoch 1799 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 4361.91 ms [2022-03-30 17:59:58 main:574] : INFO : Epoch 1800 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 4342.36 ms [2022-03-30 18:00:02 main:574] : INFO : Epoch 1801 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4365.47 ms [2022-03-30 18:00:07 main:574] : INFO : Epoch 1802 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 4365.49 ms [2022-03-30 18:00:11 main:574] : INFO : Epoch 1803 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 4432.43 ms [2022-03-30 18:00:16 main:574] : INFO : Epoch 1804 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 4419.77 ms [2022-03-30 18:00:20 main:574] : INFO : Epoch 1805 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4425.98 ms [2022-03-30 18:00:24 main:574] : INFO : Epoch 1806 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 4378.06 ms [2022-03-30 18:00:29 main:574] : INFO : Epoch 1807 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 4425.73 ms [2022-03-30 18:00:33 main:574] : INFO : Epoch 1808 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 4399.82 ms [2022-03-30 18:00:38 main:574] : INFO : Epoch 1809 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 4431.65 ms [2022-03-30 18:00:42 main:574] : INFO : Epoch 1810 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 4412.05 ms [2022-03-30 18:00:47 main:574] : INFO : Epoch 1811 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4441.34 ms [2022-03-30 18:00:51 main:574] : INFO : Epoch 1812 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4423.3 ms [2022-03-30 18:00:55 main:574] : INFO : Epoch 1813 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 4387.61 ms [2022-03-30 18:01:00 main:574] : INFO : Epoch 1814 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 4430.88 ms [2022-03-30 18:01:04 main:574] : INFO : Epoch 1815 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4404.78 ms [2022-03-30 18:01:09 main:574] : INFO : Epoch 1816 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4386 ms [2022-03-30 18:01:13 main:574] : INFO : Epoch 1817 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 4395.66 ms [2022-03-30 18:01:17 main:574] : INFO : Epoch 1818 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 4394.33 ms [2022-03-30 18:01:22 main:574] : INFO : Epoch 1819 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 4372.47 ms [2022-03-30 18:01:26 main:574] : INFO : Epoch 1820 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 4391.08 ms [2022-03-30 18:01:31 main:574] : INFO : Epoch 1821 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 4391.97 ms [2022-03-30 18:01:35 main:574] : INFO : Epoch 1822 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 4416.89 ms [2022-03-30 18:01:39 main:574] : INFO : Epoch 1823 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4442.67 ms [2022-03-30 18:01:44 main:574] : INFO : Epoch 1824 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 4407.69 ms [2022-03-30 18:01:48 main:574] : INFO : Epoch 1825 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4383.26 ms [2022-03-30 18:01:53 main:574] : INFO : Epoch 1826 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 4378.63 ms [2022-03-30 18:01:57 main:574] : INFO : Epoch 1827 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4355.47 ms [2022-03-30 18:02:01 main:574] : INFO : Epoch 1828 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4382.61 ms [2022-03-30 18:02:06 main:574] : INFO : Epoch 1829 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4403.94 ms [2022-03-30 18:02:10 main:574] : INFO : Epoch 1830 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 4403.78 ms [2022-03-30 18:02:15 main:574] : INFO : Epoch 1831 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4411.25 ms [2022-03-30 18:02:19 main:574] : INFO : Epoch 1832 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 4476.41 ms [2022-03-30 18:02:24 main:574] : INFO : Epoch 1833 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4418.6 ms [2022-03-30 18:02:28 main:574] : INFO : Epoch 1834 | loss: 0.03125 | val_loss: 0.0312501 | Time: 4426.43 ms [2022-03-30 18:02:32 main:574] : INFO : Epoch 1835 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 4408.43 ms [2022-03-30 18:02:37 main:574] : INFO : Epoch 1836 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 4401.53 ms [2022-03-30 18:02:41 main:574] : INFO : Epoch 1837 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 4347.75 ms [2022-03-30 18:02:45 main:574] : INFO : Epoch 1838 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 4359.71 ms [2022-03-30 18:02:50 main:574] : INFO : Epoch 1839 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 4411.4 ms [2022-03-30 18:02:54 main:574] : INFO : Epoch 1840 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4420.16 ms [2022-03-30 18:02:59 main:574] : INFO : Epoch 1841 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 4400.17 ms [2022-03-30 18:03:03 main:574] : INFO : Epoch 1842 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 4416.7 ms [2022-03-30 18:03:08 main:574] : INFO : Epoch 1843 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 4444.51 ms [2022-03-30 18:03:12 main:574] : INFO : Epoch 1844 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4404.98 ms [2022-03-30 18:03:16 main:574] : INFO : Epoch 1845 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4412.3 ms [2022-03-30 18:03:21 main:574] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 4415.47 ms [2022-03-30 18:03:25 main:574] : INFO : Epoch 1847 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4382.62 ms [2022-03-30 18:03:30 main:574] : INFO : Epoch 1848 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 4410.52 ms [2022-03-30 18:03:34 main:574] : INFO : Epoch 1849 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 4440.32 ms [2022-03-30 18:03:38 main:574] : INFO : Epoch 1850 | loss: 0.0312508 | val_loss: 0.031252 | Time: 4324.61 ms [2022-03-30 18:03:43 main:574] : INFO : Epoch 1851 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4434.43 ms [2022-03-30 18:03:47 main:574] : INFO : Epoch 1852 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 4408.44 ms [2022-03-30 18:03:52 main:574] : INFO : Epoch 1853 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4365.53 ms [2022-03-30 18:03:56 main:574] : INFO : Epoch 1854 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 4389.76 ms [2022-03-30 18:04:00 main:574] : INFO : Epoch 1855 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 4404.69 ms [2022-03-30 18:04:05 main:574] : INFO : Epoch 1856 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 4393.9 ms [2022-03-30 18:04:09 main:574] : INFO : Epoch 1857 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 4407.38 ms [2022-03-30 18:04:14 main:574] : INFO : Epoch 1858 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 4386.45 ms [2022-03-30 18:04:18 main:574] : INFO : Epoch 1859 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4462.87 ms [2022-03-30 18:04:22 main:574] : INFO : Epoch 1860 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 4373.43 ms [2022-03-30 18:04:27 main:574] : INFO : Epoch 1861 | loss: 0.0312504 | val_loss: 0.031254 | Time: 4395.8 ms [2022-03-30 18:04:31 main:574] : INFO : Epoch 1862 | loss: 0.0312523 | val_loss: 0.0312504 | Time: 4429.7 ms [2022-03-30 18:04:36 main:574] : INFO : Epoch 1863 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 4394.55 ms [2022-03-30 18:04:40 main:574] : INFO : Epoch 1864 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4394.19 ms [2022-03-30 18:04:45 main:574] : INFO : Epoch 1865 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 4466.68 ms [2022-03-30 18:04:49 main:574] : INFO : Epoch 1866 | loss: 0.03125 | val_loss: 0.0312503 | Time: 4414.01 ms [2022-03-30 18:04:53 main:574] : INFO : Epoch 1867 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 4406.78 ms [2022-03-30 18:04:58 main:574] : INFO : Epoch 1868 | loss: 0.03125 | val_loss: 0.0312501 | Time: 4425.72 ms [2022-03-30 18:05:02 main:574] : INFO : Epoch 1869 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 4415.8 ms [2022-03-30 18:05:07 main:574] : INFO : Epoch 1870 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 4381.1 ms [2022-03-30 18:05:11 main:574] : INFO : Epoch 1871 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 4434.49 ms [2022-03-30 18:05:15 main:574] : INFO : Epoch 1872 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4365.86 ms [2022-03-30 18:05:20 main:574] : INFO : Epoch 1873 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 4347.76 ms [2022-03-30 18:05:24 main:574] : INFO : Epoch 1874 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 4319.65 ms [2022-03-30 18:05:29 main:574] : INFO : Epoch 1875 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 4395.83 ms [2022-03-30 18:05:33 main:574] : INFO : Epoch 1876 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 4374.69 ms [2022-03-30 18:05:37 main:574] : INFO : Epoch 1877 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 4374.87 ms [2022-03-30 18:05:42 main:574] : INFO : Epoch 1878 | loss: 0.03125 | val_loss: 0.0312503 | Time: 4408.02 ms [2022-03-30 18:05:46 main:574] : INFO : Epoch 1879 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 4408.81 ms [2022-03-30 18:05:51 main:574] : INFO : Epoch 1880 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 4402.58 ms [2022-03-30 18:05:55 main:574] : INFO : Epoch 1881 | loss: 0.0312516 | val_loss: 0.0312531 | Time: 4411.34 ms [2022-03-30 18:05:59 main:574] : INFO : Epoch 1882 | loss: 0.0312519 | val_loss: 0.0312508 | Time: 4425.62 ms [2022-03-30 18:06:04 main:574] : INFO : Epoch 1883 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 4425.02 ms [2022-03-30 18:06:08 main:574] : INFO : Epoch 1884 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 4434.39 ms [2022-03-30 18:06:13 main:574] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 4435.32 ms [2022-03-30 18:06:17 main:574] : INFO : Epoch 1886 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4402.09 ms [2022-03-30 18:06:21 main:574] : INFO : Epoch 1887 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4360.15 ms [2022-03-30 18:06:26 main:574] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.0312515 | Time: 4395.14 ms [2022-03-30 18:06:30 main:574] : INFO : Epoch 1889 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 4373.39 ms [2022-03-30 18:06:35 main:574] : INFO : Epoch 1890 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4361.49 ms [2022-03-30 18:06:39 main:574] : INFO : Epoch 1891 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 4425.99 ms [2022-03-30 18:06:43 main:574] : INFO : Epoch 1892 | loss: 0.03125 | val_loss: 0.0312504 | Time: 4366.58 ms [2022-03-30 18:06:48 main:574] : INFO : Epoch 1893 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4387.33 ms [2022-03-30 18:06:52 main:574] : INFO : Epoch 1894 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 4361.33 ms [2022-03-30 18:06:57 main:574] : INFO : Epoch 1895 | loss: 0.03125 | val_loss: 0.0312512 | Time: 4380.1 ms [2022-03-30 18:07:01 main:574] : INFO : Epoch 1896 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 4379.8 ms [2022-03-30 18:07:05 main:574] : INFO : Epoch 1897 | loss: 0.03125 | val_loss: 0.0312501 | Time: 4429.53 ms [2022-03-30 18:07:10 main:574] : INFO : Epoch 1898 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 4429.48 ms [2022-03-30 18:07:14 main:574] : INFO : Epoch 1899 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 4433.84 ms [2022-03-30 18:07:19 main:574] : INFO : Epoch 1900 | loss: 0.0312504 | val_loss: 0.031251 | Time: 4377.69 ms [2022-03-30 18:07:23 main:574] : INFO : Epoch 1901 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 4410.3 ms [2022-03-30 18:07:27 main:574] : INFO : Epoch 1902 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 4390.16 ms [2022-03-30 18:07:32 main:574] : INFO : Epoch 1903 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4334.25 ms [2022-03-30 18:07:36 main:574] : INFO : Epoch 1904 | loss: 0.03125 | val_loss: 0.0312506 | Time: 4394.36 ms [2022-03-30 18:07:41 main:574] : INFO : Epoch 1905 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4413.46 ms [2022-03-30 18:07:45 main:574] : INFO : Epoch 1906 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 4408.3 ms [2022-03-30 18:07:49 main:574] : INFO : Epoch 1907 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 4409.43 ms [2022-03-30 18:07:54 main:574] : INFO : Epoch 1908 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 4416.7 ms [2022-03-30 18:07:58 main:574] : INFO : Epoch 1909 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 4416.82 ms [2022-03-30 18:08:03 main:574] : INFO : Epoch 1910 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4436.5 ms [2022-03-30 18:08:07 main:574] : INFO : Epoch 1911 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 4410.64 ms [2022-03-30 18:08:11 main:574] : INFO : Epoch 1912 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 4375.78 ms [2022-03-30 18:08:16 main:574] : INFO : Epoch 1913 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 4392.44 ms [2022-03-30 18:08:20 main:574] : INFO : Epoch 1914 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 4402.49 ms [2022-03-30 18:08:25 main:574] : INFO : Epoch 1915 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4486.64 ms [2022-03-30 18:08:29 main:574] : INFO : Epoch 1916 | loss: 0.0312507 | val_loss: 0.031252 | Time: 4327.26 ms [2022-03-30 18:08:33 main:574] : INFO : Epoch 1917 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 4376.68 ms [2022-03-30 18:08:38 main:574] : INFO : Epoch 1918 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 4461.68 ms [2022-03-30 18:08:42 main:574] : INFO : Epoch 1919 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 4412.14 ms [2022-03-30 18:08:47 main:574] : INFO : Epoch 1920 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 4340.37 ms [2022-03-30 18:08:51 main:574] : INFO : Epoch 1921 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 4419.47 ms [2022-03-30 18:08:56 main:574] : INFO : Epoch 1922 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 4392.69 ms [2022-03-30 18:09:00 main:574] : INFO : Epoch 1923 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 4392.41 ms [2022-03-30 18:09:04 main:574] : INFO : Epoch 1924 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 4401.19 ms [2022-03-30 18:09:09 main:574] : INFO : Epoch 1925 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 4432.84 ms [2022-03-30 18:09:13 main:574] : INFO : Epoch 1926 | loss: 0.031251 | val_loss: 0.0312505 | Time: 4428.81 ms [2022-03-30 18:09:18 main:574] : INFO : Epoch 1927 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 4440.3 ms [2022-03-30 18:09:22 main:574] : INFO : Epoch 1928 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 4358.23 ms [2022-03-30 18:09:26 main:574] : INFO : Epoch 1929 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 4434.73 ms [2022-03-30 18:09:31 main:574] : INFO : Epoch 1930 | loss: 0.0312505 | val_loss: 0.0312528 | Time: 4409.29 ms [2022-03-30 18:09:35 main:574] : INFO : Epoch 1931 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 4378.76 ms [2022-03-30 18:09:40 main:574] : INFO : Epoch 1932 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 4376.46 ms [2022-03-30 18:09:44 main:574] : INFO : Epoch 1933 | loss: 0.0312513 | val_loss: 0.031252 | Time: 4367.47 ms [2022-03-30 18:09:48 main:574] : INFO : Epoch 1934 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 4354.48 ms [2022-03-30 18:09:53 main:574] : INFO : Epoch 1935 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 4381.1 ms [2022-03-30 18:09:57 main:574] : INFO : Epoch 1936 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 4454.7 ms [2022-03-30 18:10:02 main:574] : INFO : Epoch 1937 | loss: 0.03125 | val_loss: 0.0312504 | Time: 4354.97 ms [2022-03-30 18:10:06 main:574] : INFO : Epoch 1938 | loss: 0.0312503 | val_loss: 0.031251 | Time: 4430.68 ms [2022-03-30 18:10:10 main:574] : INFO : Epoch 1939 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 4419.4 ms [2022-03-30 18:10:15 main:574] : INFO : Epoch 1940 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 4403.54 ms [2022-03-30 18:10:19 main:574] : INFO : Epoch 1941 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4441.66 ms [2022-03-30 18:10:24 main:574] : INFO : Epoch 1942 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 4402.46 ms [2022-03-30 18:10:28 main:574] : INFO : Epoch 1943 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 4320.56 ms [2022-03-30 18:10:32 main:574] : INFO : Epoch 1944 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 4420.78 ms [2022-03-30 18:10:37 main:574] : INFO : Epoch 1945 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 4402.22 ms [2022-03-30 18:10:41 main:574] : INFO : Epoch 1946 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 4441.15 ms [2022-03-30 18:10:46 main:574] : INFO : Epoch 1947 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 4387.18 ms [2022-03-30 18:10:50 main:574] : INFO : Epoch 1948 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 4398.87 ms [2022-03-30 18:10:54 main:574] : INFO : Epoch 1949 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 4353.98 ms [2022-03-30 18:10:59 main:574] : INFO : Epoch 1950 | loss: 0.0312513 | val_loss: 0.0312543 | Time: 4449.51 ms [2022-03-30 18:11:03 main:574] : INFO : Epoch 1951 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 4444.59 ms [2022-03-30 18:11:08 main:574] : INFO : Epoch 1952 | loss: 0.0312504 | val_loss: 0.031251 | Time: 4380.13 ms [2022-03-30 18:11:12 main:574] : INFO : Epoch 1953 | loss: 0.03125 | val_loss: 0.0312503 | Time: 4393.19 ms [2022-03-30 18:11:17 main:574] : INFO : Epoch 1954 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 4428.61 ms [2022-03-30 18:11:21 main:574] : INFO : Epoch 1955 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 4454.06 ms [2022-03-30 18:11:25 main:574] : INFO : Epoch 1956 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4369.54 ms [2022-03-30 18:11:30 main:574] : INFO : Epoch 1957 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 4445.83 ms [2022-03-30 18:11:34 main:574] : INFO : Epoch 1958 | loss: 0.0312504 | val_loss: 0.031251 | Time: 4367.21 ms [2022-03-30 18:11:39 main:574] : INFO : Epoch 1959 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4393.63 ms [2022-03-30 18:11:43 main:574] : INFO : Epoch 1960 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4433.23 ms [2022-03-30 18:11:47 main:574] : INFO : Epoch 1961 | loss: 0.03125 | val_loss: 0.0312501 | Time: 4396.47 ms [2022-03-30 18:11:52 main:574] : INFO : Epoch 1962 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 4368.86 ms [2022-03-30 18:11:56 main:574] : INFO : Epoch 1963 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 4430.84 ms [2022-03-30 18:12:01 main:574] : INFO : Epoch 1964 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 4406.24 ms [2022-03-30 18:12:05 main:574] : INFO : Epoch 1965 | loss: 0.031251 | val_loss: 0.0312517 | Time: 4730.15 ms [2022-03-30 18:12:10 main:574] : INFO : Epoch 1966 | loss: 0.0312499 | val_loss: 0.03125 | Time: 4361.57 ms [2022-03-30 18:12:14 main:574] : INFO : Epoch 1967 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 4432.77 ms [2022-03-30 18:12:19 main:574] : INFO : Epoch 1968 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 4431.3 ms [2022-03-30 18:12:23 main:574] : INFO : Epoch 1969 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 4403.79 ms [2022-03-30 18:12:27 main:574] : INFO : Epoch 1970 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 4391.46 ms [2022-03-30 18:12:32 main:574] : INFO : Epoch 1971 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4419.28 ms [2022-03-30 18:12:36 main:574] : INFO : Epoch 1972 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4422.16 ms [2022-03-30 18:12:41 main:574] : INFO : Epoch 1973 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 4355.29 ms [2022-03-30 18:12:45 main:574] : INFO : Epoch 1974 | loss: 0.0312502 | val_loss: 0.0312536 | Time: 4415.44 ms [2022-03-30 18:12:50 main:574] : INFO : Epoch 1975 | loss: 0.0312516 | val_loss: 0.0312519 | Time: 4452.59 ms [2022-03-30 18:12:54 main:574] : INFO : Epoch 1976 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 4387.2 ms [2022-03-30 18:12:58 main:574] : INFO : Epoch 1977 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 4428.92 ms [2022-03-30 18:13:03 main:574] : INFO : Epoch 1978 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 4444.04 ms [2022-03-30 18:13:07 main:574] : INFO : Epoch 1979 | loss: 0.0312508 | val_loss: 0.031251 | Time: 4376.8 ms [2022-03-30 18:13:12 main:574] : INFO : Epoch 1980 | loss: 0.0312501 | val_loss: 0.031251 | Time: 4442.88 ms [2022-03-30 18:13:16 main:574] : INFO : Epoch 1981 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 4385.11 ms [2022-03-30 18:13:20 main:574] : INFO : Epoch 1982 | loss: 0.03125 | val_loss: 0.0312502 | Time: 4439.29 ms [2022-03-30 18:13:25 main:574] : INFO : Epoch 1983 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 4389.75 ms [2022-03-30 18:13:29 main:574] : INFO : Epoch 1984 | loss: 0.0312497 | val_loss: 0.03125 | Time: 4448.14 ms [2022-03-30 18:13:34 main:574] : INFO : Epoch 1985 | loss: 0.0312496 | val_loss: 0.03125 | Time: 4397.93 ms [2022-03-30 18:13:38 main:574] : INFO : Epoch 1986 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 4389.52 ms [2022-03-30 18:13:43 main:574] : INFO : Epoch 1987 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 4410.44 ms [2022-03-30 18:13:47 main:574] : INFO : Epoch 1988 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 4449.31 ms [2022-03-30 18:13:51 main:574] : INFO : Epoch 1989 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 4443.03 ms [2022-03-30 18:13:56 main:574] : INFO : Epoch 1990 | loss: 0.0312497 | val_loss: 0.03125 | Time: 4492.88 ms [2022-03-30 18:14:00 main:574] : INFO : Epoch 1991 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4413.98 ms [2022-03-30 18:14:05 main:574] : INFO : Epoch 1992 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 4455.31 ms [2022-03-30 18:14:09 main:574] : INFO : Epoch 1993 | loss: 0.03125 | val_loss: 0.0312504 | Time: 4401.29 ms [2022-03-30 18:14:14 main:574] : INFO : Epoch 1994 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 4408.99 ms [2022-03-30 18:14:18 main:574] : INFO : Epoch 1995 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 4414.74 ms [2022-03-30 18:14:22 main:574] : INFO : Epoch 1996 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 4370.46 ms [2022-03-30 18:14:27 main:574] : INFO : Epoch 1997 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 4450.84 ms [2022-03-30 18:14:31 main:574] : INFO : Epoch 1998 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 4369.47 ms [2022-03-30 18:14:36 main:574] : INFO : Epoch 1999 | loss: 0.03125 | val_loss: 0.0312513 | Time: 4424.09 ms [2022-03-30 18:14:40 main:574] : INFO : Epoch 2000 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 4455.13 ms [2022-03-30 18:14:45 main:574] : INFO : Epoch 2001 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 4427.02 ms [2022-03-30 18:14:49 main:574] : INFO : Epoch 2002 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 4419.66 ms [2022-03-30 18:14:53 main:574] : INFO : Epoch 2003 | loss: 0.0312495 | val_loss: 0.031252 | Time: 4434.9 ms [2022-03-30 18:14:58 main:574] : INFO : Epoch 2004 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 4395.61 ms [2022-03-30 18:15:02 main:574] : INFO : Epoch 2005 | loss: 0.031251 | val_loss: 0.0312513 | Time: 4419.96 ms [2022-03-30 18:15:07 main:574] : INFO : Epoch 2006 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 4454.34 ms [2022-03-30 18:15:11 main:574] : INFO : Epoch 2007 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 4366.71 ms [2022-03-30 18:15:15 main:574] : INFO : Epoch 2008 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 4420.87 ms [2022-03-30 18:15:20 main:574] : INFO : Epoch 2009 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 4424.56 ms [2022-03-30 18:15:24 main:574] : INFO : Epoch 2010 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 4430.15 ms [2022-03-30 18:15:29 main:574] : INFO : Epoch 2011 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 4451.22 ms [2022-03-30 18:15:33 main:574] : INFO : Epoch 2012 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 4430.31 ms [2022-03-30 18:15:38 main:574] : INFO : Epoch 2013 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 4382.25 ms [2022-03-30 18:15:42 main:574] : INFO : Epoch 2014 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 4426 ms [2022-03-30 18:15:46 main:574] : INFO : Epoch 2015 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 4423.89 ms [2022-03-30 18:15:51 main:574] : INFO : Epoch 2016 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 4323.33 ms [2022-03-30 18:15:55 main:574] : INFO : Epoch 2017 | loss: 0.031251 | val_loss: 0.0312499 | Time: 4353.83 ms [2022-03-30 18:16:00 main:574] : INFO : Epoch 2018 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 4376.44 ms [2022-03-30 18:16:04 main:574] : INFO : Epoch 2019 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 4371.42 ms [2022-03-30 18:16:08 main:574] : INFO : Epoch 2020 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 4409.91 ms [2022-03-30 18:16:13 main:574] : INFO : Epoch 2021 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4371.54 ms [2022-03-30 18:16:17 main:574] : INFO : Epoch 2022 | loss: 0.0312496 | val_loss: 0.03125 | Time: 4393.77 ms [2022-03-30 18:16:22 main:574] : INFO : Epoch 2023 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 4393.43 ms [2022-03-30 18:16:26 main:574] : INFO : Epoch 2024 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 4472.11 ms [2022-03-30 18:16:30 main:574] : INFO : Epoch 2025 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 4412.09 ms [2022-03-30 18:16:35 main:574] : INFO : Epoch 2026 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 4414.47 ms [2022-03-30 18:16:39 main:574] : INFO : Epoch 2027 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 4438.45 ms [2022-03-30 18:16:44 main:574] : INFO : Epoch 2028 | loss: 0.0312503 | val_loss: 0.03125 | Time: 4398.25 ms [2022-03-30 18:16:48 main:574] : INFO : Epoch 2029 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 4374.08 ms [2022-03-30 18:16:52 main:574] : INFO : Epoch 2030 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 4403.89 ms [2022-03-30 18:16:57 main:574] : INFO : Epoch 2031 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 4372.62 ms [2022-03-30 18:17:01 main:574] : INFO : Epoch 2032 | loss: 0.0312506 | val_loss: 0.0312538 | Time: 4396.45 ms [2022-03-30 18:17:06 main:574] : INFO : Epoch 2033 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 4411.56 ms [2022-03-30 18:17:10 main:574] : INFO : Epoch 2034 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 4392.58 ms [2022-03-30 18:17:14 main:574] : INFO : Epoch 2035 | loss: 0.0312499 | val_loss: 0.03125 | Time: 4397.6 ms [2022-03-30 18:17:19 main:574] : INFO : Epoch 2036 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 4524.33 ms [2022-03-30 18:17:23 main:574] : INFO : Epoch 2037 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 4384.5 ms [2022-03-30 18:17:28 main:574] : INFO : Epoch 2038 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 4444.47 ms [2022-03-30 18:17:32 main:574] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 4401.5 ms [2022-03-30 18:17:37 main:574] : INFO : Epoch 2040 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 4364.42 ms [2022-03-30 18:17:41 main:574] : INFO : Epoch 2041 | loss: 0.03125 | val_loss: 0.03125 | Time: 4381.6 ms [2022-03-30 18:17:45 main:574] : INFO : Epoch 2042 | loss: 0.03125 | val_loss: 0.0312503 | Time: 4422.82 ms [2022-03-30 18:17:50 main:574] : INFO : Epoch 2043 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4389.55 ms [2022-03-30 18:17:54 main:574] : INFO : Epoch 2044 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 4332.6 ms [2022-03-30 18:17:59 main:574] : INFO : Epoch 2045 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 4384.02 ms [2022-03-30 18:18:03 main:574] : INFO : Epoch 2046 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4408.95 ms [2022-03-30 18:18:07 main:574] : INFO : Epoch 2047 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 4406.37 ms [2022-03-30 18:18:12 main:574] : INFO : Epoch 2048 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 4411.17 ms [2022-03-30 18:18:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312507 [2022-03-30 18:18:12 main:603] : INFO : Saving end state to config to file [2022-03-30 18:18:12 main:608] : INFO : Success, exiting.. 18:18:12 (1672): 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)