Task 12449203
| Name | ParityModified-1645996987-3762-1-0_0 |
| Workunit | 9616894 |
| Created | 3 Mar 2022, 12:14:32 UTC |
| Sent | 5 Mar 2022, 23:41:57 UTC |
| Report deadline | 13 Mar 2022, 23:41:57 UTC |
| Received | 7 Mar 2022, 12:07:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13970 |
| Run time | 1 days 2 hours 5 min 13 sec |
| CPU time | 13 hours 11 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.24 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>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 47922.6 ms [2022-03-06 23:34:17 main:574] : INFO : Epoch 1542 | loss: 0.031129 | val_loss: 0.0311878 | Time: 44540.2 ms [2022-03-06 23:35:05 main:574] : INFO : Epoch 1543 | loss: 0.0311254 | val_loss: 0.0311797 | Time: 48111.9 ms [2022-03-06 23:35:50 main:574] : INFO : Epoch 1544 | loss: 0.0311263 | val_loss: 0.031178 | Time: 44445.3 ms [2022-03-06 23:36:39 main:574] : INFO : Epoch 1545 | loss: 0.0311306 | val_loss: 0.0311728 | Time: 48498.3 ms [2022-03-06 23:37:24 main:574] : INFO : Epoch 1546 | loss: 0.0311298 | val_loss: 0.0311815 | Time: 44843.8 ms [2022-03-06 23:38:08 main:574] : INFO : Epoch 1547 | loss: 0.0311296 | val_loss: 0.0311792 | Time: 44516 ms [2022-03-06 23:38:56 main:574] : INFO : Epoch 1548 | loss: 0.0311409 | val_loss: 0.0311737 | Time: 47993 ms [2022-03-06 23:39:41 main:574] : INFO : Epoch 1549 | loss: 0.0311387 | val_loss: 0.03117 | Time: 44350.9 ms [2022-03-06 23:40:30 main:574] : INFO : Epoch 1550 | loss: 0.0311333 | val_loss: 0.0311717 | Time: 48504.5 ms [2022-03-06 23:41:19 main:574] : INFO : Epoch 1551 | loss: 0.0311292 | val_loss: 0.0311819 | Time: 48927 ms [2022-03-06 23:42:03 main:574] : INFO : Epoch 1552 | loss: 0.0311285 | val_loss: 0.0311766 | Time: 44431.2 ms [2022-03-06 23:42:51 main:574] : INFO : Epoch 1553 | loss: 0.0311304 | val_loss: 0.031179 | Time: 47508.1 ms [2022-03-06 23:43:35 main:574] : INFO : Epoch 1554 | loss: 0.0311266 | val_loss: 0.0311787 | Time: 44499 ms [2022-03-06 23:44:23 main:574] : INFO : Epoch 1555 | loss: 0.0311322 | val_loss: 0.0311823 | Time: 47309.7 ms [2022-03-06 23:45:08 main:574] : INFO : Epoch 1556 | loss: 0.0311339 | val_loss: 0.0311766 | Time: 44574.9 ms [2022-03-06 23:45:57 main:574] : INFO : Epoch 1557 | loss: 0.0311294 | val_loss: 0.0311767 | Time: 49127.3 ms [2022-03-06 23:46:41 main:574] : INFO : Epoch 1558 | loss: 0.031128 | val_loss: 0.0311802 | Time: 44394.7 ms [2022-03-06 23:47:26 main:574] : INFO : Epoch 1559 | loss: 0.031125 | val_loss: 0.0311757 | Time: 44720.8 ms [2022-03-06 23:48:15 main:574] : INFO : Epoch 1560 | loss: 0.0311253 | val_loss: 0.0311783 | Time: 48493.1 ms [2022-03-06 23:49:00 main:574] : INFO : Epoch 1561 | loss: 0.0311252 | val_loss: 0.031185 | Time: 44785.1 ms [2022-03-06 23:49:44 main:574] : INFO : Epoch 1562 | loss: 0.0311251 | val_loss: 0.0311825 | Time: 44513.8 ms [2022-03-06 23:50:33 main:574] : INFO : Epoch 1563 | loss: 0.031124 | val_loss: 0.0311851 | Time: 48462.4 ms [2022-03-06 23:51:18 main:574] : INFO : Epoch 1564 | loss: 0.0311311 | val_loss: 0.0311766 | Time: 44489.4 ms [2022-03-06 23:52:02 main:574] : INFO : Epoch 1565 | loss: 0.0311342 | val_loss: 0.0311811 | Time: 44409.6 ms [2022-03-06 23:52:51 main:574] : INFO : Epoch 1566 | loss: 0.0311307 | val_loss: 0.0311823 | Time: 48500.9 ms [2022-03-06 23:53:35 main:574] : INFO : Epoch 1567 | loss: 0.0311273 | val_loss: 0.0311913 | Time: 44472.6 ms [2022-03-06 23:54:23 main:574] : INFO : Epoch 1568 | loss: 0.0311272 | val_loss: 0.0311855 | Time: 47144.5 ms [2022-03-06 23:55:07 main:574] : INFO : Epoch 1569 | loss: 0.0311255 | val_loss: 0.0311833 | Time: 44470.4 ms [2022-03-06 23:55:52 main:574] : INFO : Epoch 1570 | loss: 0.0311242 | val_loss: 0.0311877 | Time: 44472.9 ms [2022-03-06 23:56:41 main:574] : INFO : Epoch 1571 | loss: 0.0311338 | val_loss: 0.0311657 | Time: 48824.7 ms [2022-03-06 23:57:26 main:574] : INFO : Epoch 1572 | loss: 0.0311318 | val_loss: 0.0311741 | Time: 44636.3 ms [2022-03-06 23:58:13 main:574] : INFO : Epoch 1573 | loss: 0.0311293 | val_loss: 0.0311873 | Time: 47076.2 ms [2022-03-06 23:58:58 main:574] : INFO : Epoch 1574 | loss: 0.0311323 | val_loss: 0.031174 | Time: 44419.3 ms [2022-03-06 23:59:47 main:574] : INFO : Epoch 1575 | loss: 0.0311299 | val_loss: 0.0311782 | Time: 48294.9 ms [2022-03-07 00:00:31 main:574] : INFO : Epoch 1576 | loss: 0.0311284 | val_loss: 0.0311742 | Time: 44446.2 ms [2022-03-07 00:01:16 main:574] : INFO : Epoch 1577 | loss: 0.031126 | val_loss: 0.0311811 | Time: 44387.4 ms [2022-03-07 00:02:04 main:574] : INFO : Epoch 1578 | loss: 0.0311271 | val_loss: 0.03118 | Time: 48133.5 ms [2022-03-07 00:02:53 main:574] : INFO : Epoch 1579 | loss: 0.0311269 | val_loss: 0.0311814 | Time: 48256.3 ms [2022-03-07 00:03:40 main:574] : INFO : Epoch 1580 | loss: 0.0311283 | val_loss: 0.0311792 | Time: 47065.5 ms [2022-03-07 00:04:25 main:574] : INFO : Epoch 1581 | loss: 0.0311248 | val_loss: 0.0311831 | Time: 44469.7 ms [2022-03-07 00:05:09 main:574] : INFO : Epoch 1582 | loss: 0.0311271 | val_loss: 0.0311834 | Time: 44459.2 ms [2022-03-07 00:05:56 main:574] : INFO : Epoch 1583 | loss: 0.0311273 | val_loss: 0.0311835 | Time: 46975.1 ms [2022-03-07 00:06:46 main:574] : INFO : Epoch 1584 | loss: 0.0311338 | val_loss: 0.031183 | Time: 49305 ms [2022-03-07 00:07:35 main:574] : INFO : Epoch 1585 | loss: 0.0311389 | val_loss: 0.0311734 | Time: 48660.5 ms [2022-03-07 00:08:21 main:574] : INFO : Epoch 1586 | loss: 0.0311326 | val_loss: 0.0311804 | Time: 45800.9 ms [2022-03-07 00:09:09 main:574] : INFO : Epoch 1587 | loss: 0.0311311 | val_loss: 0.0311837 | Time: 47289.5 ms [2022-03-07 00:09:54 main:574] : INFO : Epoch 1588 | loss: 0.0311286 | val_loss: 0.0311772 | Time: 44536.5 ms [2022-03-07 00:10:38 main:574] : INFO : Epoch 1589 | loss: 0.031126 | val_loss: 0.0311806 | Time: 44442.1 ms [2022-03-07 00:11:25 main:574] : INFO : Epoch 1590 | loss: 0.0311266 | val_loss: 0.0311764 | Time: 46769.9 ms [2022-03-07 00:12:13 main:574] : INFO : Epoch 1591 | loss: 0.031126 | val_loss: 0.031175 | Time: 47749.9 ms [2022-03-07 00:13:01 main:574] : INFO : Epoch 1592 | loss: 0.0311233 | val_loss: 0.0311839 | Time: 47921.5 ms [2022-03-07 00:13:46 main:574] : INFO : Epoch 1593 | loss: 0.0311238 | val_loss: 0.031176 | Time: 44386.8 ms [2022-03-07 00:14:33 main:574] : INFO : Epoch 1594 | loss: 0.0311235 | val_loss: 0.0311791 | Time: 47067.5 ms [2022-03-07 00:15:18 main:574] : INFO : Epoch 1595 | loss: 0.0311248 | val_loss: 0.0311781 | Time: 44543 ms [2022-03-07 00:16:03 main:574] : INFO : Epoch 1596 | loss: 0.0311245 | val_loss: 0.0311842 | Time: 44485.8 ms [2022-03-07 00:16:51 main:574] : INFO : Epoch 1597 | loss: 0.0311299 | val_loss: 0.0311833 | Time: 48001.9 ms [2022-03-07 00:17:36 main:574] : INFO : Epoch 1598 | loss: 0.0311304 | val_loss: 0.0311754 | Time: 44490.6 ms [2022-03-07 00:18:28 main:574] : INFO : Epoch 1599 | loss: 0.0311258 | val_loss: 0.0311792 | Time: 51932.5 ms [2022-03-07 00:19:13 main:574] : INFO : Epoch 1600 | loss: 0.0311281 | val_loss: 0.0311746 | Time: 44763 ms [2022-03-07 00:19:58 main:574] : INFO : Epoch 1601 | loss: 0.03113 | val_loss: 0.031179 | Time: 44403.4 ms [2022-03-07 00:20:43 main:574] : INFO : Epoch 1602 | loss: 0.031128 | val_loss: 0.0311772 | Time: 44637.2 ms [2022-03-07 00:21:31 main:574] : INFO : Epoch 1603 | loss: 0.0311249 | val_loss: 0.0311797 | Time: 48396.8 ms [2022-03-07 00:22:16 main:574] : INFO : Epoch 1604 | loss: 0.0311236 | val_loss: 0.0311776 | Time: 44584.7 ms [2022-03-07 00:23:04 main:574] : INFO : Epoch 1605 | loss: 0.0311208 | val_loss: 0.0311825 | Time: 47753.8 ms [2022-03-07 00:23:49 main:574] : INFO : Epoch 1606 | loss: 0.0311291 | val_loss: 0.0311884 | Time: 44398.1 ms [2022-03-07 00:24:33 main:574] : INFO : Epoch 1607 | loss: 0.0311297 | val_loss: 0.0311805 | Time: 44399.5 ms [2022-03-07 00:25:21 main:574] : INFO : Epoch 1608 | loss: 0.0311304 | val_loss: 0.0311917 | Time: 47140.5 ms [2022-03-07 00:26:05 main:574] : INFO : Epoch 1609 | loss: 0.0311268 | val_loss: 0.0311787 | Time: 44449.9 ms [2022-03-07 00:26:52 main:574] : INFO : Epoch 1610 | loss: 0.0311255 | val_loss: 0.031175 | Time: 47005.1 ms [2022-03-07 00:27:37 main:574] : INFO : Epoch 1611 | loss: 0.0311253 | val_loss: 0.0311775 | Time: 44756 ms [2022-03-07 00:28:22 main:574] : INFO : Epoch 1612 | loss: 0.0311257 | val_loss: 0.0311796 | Time: 44534.9 ms [2022-03-07 00:29:10 main:574] : INFO : Epoch 1613 | loss: 0.0311235 | val_loss: 0.0311896 | Time: 47766.6 ms [2022-03-07 00:29:55 main:574] : INFO : Epoch 1614 | loss: 0.0311244 | val_loss: 0.0311836 | Time: 44482.2 ms [2022-03-07 00:30:43 main:574] : INFO : Epoch 1615 | loss: 0.0311244 | val_loss: 0.0311772 | Time: 47806.5 ms [2022-03-07 00:31:28 main:574] : INFO : Epoch 1616 | loss: 0.0311248 | val_loss: 0.0311767 | Time: 44463.3 ms [2022-03-07 00:32:16 main:574] : INFO : Epoch 1617 | loss: 0.0311258 | val_loss: 0.031175 | Time: 47957.9 ms [2022-03-07 00:33:01 main:574] : INFO : Epoch 1618 | loss: 0.0311251 | val_loss: 0.0311758 | Time: 44541.5 ms [2022-03-07 00:33:46 main:574] : INFO : Epoch 1619 | loss: 0.0311247 | val_loss: 0.0311796 | Time: 44586.2 ms [2022-03-07 00:34:34 main:574] : INFO : Epoch 1620 | loss: 0.0311216 | val_loss: 0.0311826 | Time: 47938.8 ms [2022-03-07 00:35:18 main:574] : INFO : Epoch 1621 | loss: 0.0311208 | val_loss: 0.0311706 | Time: 44192.9 ms [2022-03-07 00:36:07 main:574] : INFO : Epoch 1622 | loss: 0.0311208 | val_loss: 0.0311787 | Time: 49065.9 ms [2022-03-07 00:36:52 main:574] : INFO : Epoch 1623 | loss: 0.0311183 | val_loss: 0.0311736 | Time: 44511.5 ms [2022-03-07 00:37:38 main:574] : INFO : Epoch 1624 | loss: 0.0311301 | val_loss: 0.0311766 | Time: 45855.1 ms [2022-03-07 00:38:23 main:574] : INFO : Epoch 1625 | loss: 0.031125 | val_loss: 0.0311739 | Time: 44541.8 ms [2022-03-07 00:39:12 main:574] : INFO : Epoch 1626 | loss: 0.031122 | val_loss: 0.0311786 | Time: 49123.9 ms [2022-03-07 00:39:57 main:574] : INFO : Epoch 1627 | loss: 0.0311213 | val_loss: 0.0311862 | Time: 44505 ms [2022-03-07 00:40:46 main:574] : INFO : Epoch 1628 | loss: 0.0311237 | val_loss: 0.0311785 | Time: 48421.5 ms [2022-03-07 00:41:34 main:574] : INFO : Epoch 1629 | loss: 0.031134 | val_loss: 0.0311753 | Time: 48406.2 ms [2022-03-07 00:42:23 main:574] : INFO : Epoch 1630 | loss: 0.0311369 | val_loss: 0.0311805 | Time: 48896.1 ms [2022-03-07 00:43:08 main:574] : INFO : Epoch 1631 | loss: 0.0311362 | val_loss: 0.0311714 | Time: 44359.8 ms [2022-03-07 00:43:53 main:574] : INFO : Epoch 1632 | loss: 0.0311293 | val_loss: 0.0311742 | Time: 44374.4 ms [2022-03-07 00:44:42 main:574] : INFO : Epoch 1633 | loss: 0.0311286 | val_loss: 0.0311774 | Time: 48181.4 ms [2022-03-07 00:45:27 main:574] : INFO : Epoch 1634 | loss: 0.0311292 | val_loss: 0.0311737 | Time: 44484.8 ms [2022-03-07 00:46:15 main:574] : INFO : Epoch 1635 | loss: 0.0311285 | val_loss: 0.0311741 | Time: 48396.7 ms [2022-03-07 00:47:00 main:574] : INFO : Epoch 1636 | loss: 0.0311253 | val_loss: 0.0311816 | Time: 44459.6 ms [2022-03-07 00:47:45 main:574] : INFO : Epoch 1637 | loss: 0.0311273 | val_loss: 0.0311741 | Time: 44492.8 ms [2022-03-07 00:48:30 main:574] : INFO : Epoch 1638 | loss: 0.031125 | val_loss: 0.0311733 | Time: 44360.9 ms [2022-03-07 00:49:17 main:574] : INFO : Epoch 1639 | loss: 0.0311416 | val_loss: 0.0311685 | Time: 47395.9 ms [2022-03-07 00:50:02 main:574] : INFO : Epoch 1640 | loss: 0.0311387 | val_loss: 0.0311762 | Time: 44404.5 ms [2022-03-07 00:50:51 main:574] : INFO : Epoch 1641 | loss: 0.0311337 | val_loss: 0.031171 | Time: 48713.3 ms [2022-03-07 00:51:35 main:574] : INFO : Epoch 1642 | loss: 0.0311326 | val_loss: 0.0311754 | Time: 44505.4 ms [2022-03-07 00:52:20 main:574] : INFO : Epoch 1643 | loss: 0.0311351 | val_loss: 0.0311826 | Time: 44624.8 ms [2022-03-07 00:53:08 main:574] : INFO : Epoch 1644 | loss: 0.0311369 | val_loss: 0.0311913 | Time: 47495.2 ms [2022-03-07 00:53:53 main:574] : INFO : Epoch 1645 | loss: 0.0311313 | val_loss: 0.0311872 | Time: 44448.6 ms [2022-03-07 00:54:40 main:574] : INFO : Epoch 1646 | loss: 0.0311265 | val_loss: 0.0311783 | Time: 47190.5 ms [2022-03-07 00:55:25 main:574] : INFO : Epoch 1647 | loss: 0.0311245 | val_loss: 0.0311762 | Time: 44462.5 ms [2022-03-07 00:56:09 main:574] : INFO : Epoch 1648 | loss: 0.0311257 | val_loss: 0.0311765 | Time: 44299.1 ms [2022-03-07 00:56:58 main:574] : INFO : Epoch 1649 | loss: 0.0311255 | val_loss: 0.0311803 | Time: 48267.7 ms [2022-03-07 00:57:43 main:574] : INFO : Epoch 1650 | loss: 0.0311219 | val_loss: 0.0311715 | Time: 44522.7 ms [2022-03-07 00:58:31 main:574] : INFO : Epoch 1651 | loss: 0.0311226 | val_loss: 0.031189 | Time: 47880.1 ms [2022-03-07 00:59:15 main:574] : INFO : Epoch 1652 | loss: 0.031126 | val_loss: 0.0311818 | Time: 44300.1 ms [2022-03-07 01:00:03 main:574] : INFO : Epoch 1653 | loss: 0.0311286 | val_loss: 0.0311814 | Time: 47830.1 ms [2022-03-07 01:00:48 main:574] : INFO : Epoch 1654 | loss: 0.031125 | val_loss: 0.0311816 | Time: 44421.7 ms [2022-03-07 01:01:33 main:574] : INFO : Epoch 1655 | loss: 0.0311218 | val_loss: 0.0311757 | Time: 44446.5 ms [2022-03-07 01:02:20 main:574] : INFO : Epoch 1656 | loss: 0.0311237 | val_loss: 0.031179 | Time: 47481.6 ms [2022-03-07 01:03:09 main:574] : INFO : Epoch 1657 | loss: 0.0311231 | val_loss: 0.0311777 | Time: 48476.4 ms [2022-03-07 01:03:58 main:574] : INFO : Epoch 1658 | loss: 0.0311249 | val_loss: 0.0311702 | Time: 48584.5 ms [2022-03-07 01:04:43 main:574] : INFO : Epoch 1659 | loss: 0.0311532 | val_loss: 0.0311692 | Time: 44579.1 ms [2022-03-07 01:05:31 main:574] : INFO : Epoch 1660 | loss: 0.0311449 | val_loss: 0.0311624 | Time: 48147.8 ms [2022-03-07 01:06:16 main:574] : INFO : Epoch 1661 | loss: 0.0311386 | val_loss: 0.0311742 | Time: 44604 ms [2022-03-07 01:07:02 main:574] : INFO : Epoch 1662 | loss: 0.031136 | val_loss: 0.0311662 | Time: 44529.1 ms [2022-03-07 01:07:50 main:574] : INFO : Epoch 1663 | loss: 0.0311372 | val_loss: 0.0311776 | Time: 47485.8 ms [2022-03-07 01:08:34 main:574] : INFO : Epoch 1664 | loss: 0.0311341 | val_loss: 0.0311665 | Time: 44736.9 ms [2022-03-07 01:09:19 main:574] : INFO : Epoch 1665 | loss: 0.031129 | val_loss: 0.0311736 | Time: 44735.3 ms [2022-03-07 01:10:08 main:574] : INFO : Epoch 1666 | loss: 0.0311259 | val_loss: 0.0311735 | Time: 48143.4 ms [2022-03-07 01:10:53 main:574] : INFO : Epoch 1667 | loss: 0.0311254 | val_loss: 0.0311767 | Time: 44578.1 ms [2022-03-07 01:11:38 main:574] : INFO : Epoch 1668 | loss: 0.031125 | val_loss: 0.0311796 | Time: 44518.8 ms [2022-03-07 01:12:30 main:574] : INFO : Epoch 1669 | loss: 0.0311241 | val_loss: 0.0311736 | Time: 52088.1 ms [2022-03-07 01:13:15 main:574] : INFO : Epoch 1670 | loss: 0.031132 | val_loss: 0.0311773 | Time: 44420.8 ms [2022-03-07 01:14:03 main:574] : INFO : Epoch 1671 | loss: 0.0311321 | val_loss: 0.0311627 | Time: 47956 ms [2022-03-07 01:14:47 main:574] : INFO : Epoch 1672 | loss: 0.0311346 | val_loss: 0.0311801 | Time: 44398.2 ms [2022-03-07 01:15:32 main:574] : INFO : Epoch 1673 | loss: 0.031131 | val_loss: 0.0311862 | Time: 44367 ms [2022-03-07 01:16:19 main:574] : INFO : Epoch 1674 | loss: 0.0311306 | val_loss: 0.0311702 | Time: 47116.9 ms [2022-03-07 01:17:04 main:574] : INFO : Epoch 1675 | loss: 0.031126 | val_loss: 0.0311725 | Time: 44557.1 ms [2022-03-07 01:17:49 main:574] : INFO : Epoch 1676 | loss: 0.0311241 | val_loss: 0.0311773 | Time: 44545.7 ms [2022-03-07 01:18:41 main:574] : INFO : Epoch 1677 | loss: 0.031128 | val_loss: 0.0311705 | Time: 51804.6 ms [2022-03-07 01:19:26 main:574] : INFO : Epoch 1678 | loss: 0.0311299 | val_loss: 0.0311861 | Time: 44568.4 ms [2022-03-07 01:20:11 main:574] : INFO : Epoch 1679 | loss: 0.0311354 | val_loss: 0.0311864 | Time: 44536.7 ms [2022-03-07 01:20:58 main:574] : INFO : Epoch 1680 | loss: 0.031127 | val_loss: 0.0311756 | Time: 47352.4 ms [2022-03-07 01:21:43 main:574] : INFO : Epoch 1681 | loss: 0.0311254 | val_loss: 0.0311765 | Time: 44400 ms [2022-03-07 01:22:31 main:574] : INFO : Epoch 1682 | loss: 0.0311225 | val_loss: 0.0311786 | Time: 47651.3 ms [2022-03-07 01:23:16 main:574] : INFO : Epoch 1683 | loss: 0.0311245 | val_loss: 0.0311786 | Time: 44449.8 ms [2022-03-07 01:24:01 main:574] : INFO : Epoch 1684 | loss: 0.0311274 | val_loss: 0.031175 | Time: 44498.6 ms [2022-03-07 01:24:45 main:574] : INFO : Epoch 1685 | loss: 0.0311277 | val_loss: 0.0311708 | Time: 44489.2 ms [2022-03-07 01:25:33 main:574] : INFO : Epoch 1686 | loss: 0.0311247 | val_loss: 0.031174 | Time: 47075.6 ms [2022-03-07 01:26:17 main:574] : INFO : Epoch 1687 | loss: 0.0311273 | val_loss: 0.0311794 | Time: 44523.1 ms [2022-03-07 01:27:06 main:574] : INFO : Epoch 1688 | loss: 0.0311266 | val_loss: 0.0311788 | Time: 48381 ms [2022-03-07 01:27:51 main:574] : INFO : Epoch 1689 | loss: 0.0311248 | val_loss: 0.0311741 | Time: 44576.8 ms [2022-03-07 01:28:35 main:574] : INFO : Epoch 1690 | loss: 0.0311211 | val_loss: 0.0311802 | Time: 44506.9 ms [2022-03-07 01:29:24 main:574] : INFO : Epoch 1691 | loss: 0.0311241 | val_loss: 0.0311686 | Time: 47882 ms [2022-03-07 01:30:08 main:574] : INFO : Epoch 1692 | loss: 0.0311228 | val_loss: 0.0311813 | Time: 44347.1 ms [2022-03-07 01:30:57 main:574] : INFO : Epoch 1693 | loss: 0.0311211 | val_loss: 0.0311741 | Time: 48648.6 ms [2022-03-07 01:31:42 main:574] : INFO : Epoch 1694 | loss: 0.0311199 | val_loss: 0.0311776 | Time: 44387.4 ms [2022-03-07 01:32:30 main:574] : INFO : Epoch 1695 | loss: 0.0311198 | val_loss: 0.0311682 | Time: 48169.7 ms [2022-03-07 01:33:15 main:574] : INFO : Epoch 1696 | loss: 0.0311185 | val_loss: 0.0311776 | Time: 44632.9 ms [2022-03-07 01:34:00 main:574] : INFO : Epoch 1697 | loss: 0.03112 | val_loss: 0.0311752 | Time: 44505.3 ms [2022-03-07 01:34:49 main:574] : INFO : Epoch 1698 | loss: 0.0311205 | val_loss: 0.031171 | Time: 48795.9 ms [2022-03-07 01:35:34 main:574] : INFO : Epoch 1699 | loss: 0.0311213 | val_loss: 0.031181 | Time: 44466.3 ms [2022-03-07 01:36:18 main:574] : INFO : Epoch 1700 | loss: 0.0311214 | val_loss: 0.0311779 | Time: 44470.7 ms [2022-03-07 01:37:09 main:574] : INFO : Epoch 1701 | loss: 0.0311293 | val_loss: 0.0311895 | Time: 50753.3 ms [2022-03-07 01:37:54 main:574] : INFO : Epoch 1702 | loss: 0.0311837 | val_loss: 0.0314564 | Time: 44685.4 ms [2022-03-07 01:38:39 main:574] : INFO : Epoch 1703 | loss: 0.0316458 | val_loss: 0.0326622 | Time: 44638.3 ms [2022-03-07 01:39:27 main:574] : INFO : Epoch 1704 | loss: 0.0320428 | val_loss: 0.0314238 | Time: 48079 ms [2022-03-07 01:40:12 main:574] : INFO : Epoch 1705 | loss: 0.031294 | val_loss: 0.0312045 | Time: 44364.6 ms [2022-03-07 01:41:00 main:574] : INFO : Epoch 1706 | loss: 0.0311584 | val_loss: 0.0311772 | Time: 47655.8 ms [2022-03-07 01:41:48 main:574] : INFO : Epoch 1707 | loss: 0.0311317 | val_loss: 0.0311769 | Time: 48228.3 ms [2022-03-07 01:42:36 main:574] : INFO : Epoch 1708 | loss: 0.0311291 | val_loss: 0.0311789 | Time: 47914.8 ms [2022-03-07 01:43:22 main:574] : INFO : Epoch 1709 | loss: 0.0311265 | val_loss: 0.0311787 | Time: 44710.7 ms [2022-03-07 01:44:06 main:574] : INFO : Epoch 1710 | loss: 0.0311291 | val_loss: 0.0311719 | Time: 44495.3 ms [2022-03-07 01:44:55 main:574] : INFO : Epoch 1711 | loss: 0.0311387 | val_loss: 0.0311756 | Time: 48403.8 ms [2022-03-07 01:45:40 main:574] : INFO : Epoch 1712 | loss: 0.0311368 | val_loss: 0.0311798 | Time: 44542.2 ms [2022-03-07 01:46:28 main:574] : INFO : Epoch 1713 | loss: 0.0311291 | val_loss: 0.031169 | Time: 47911.7 ms [2022-03-07 01:47:13 main:574] : INFO : Epoch 1714 | loss: 0.0311274 | val_loss: 0.0311729 | Time: 44438.9 ms [2022-03-07 01:47:57 main:574] : INFO : Epoch 1715 | loss: 0.0311217 | val_loss: 0.0311843 | Time: 44466.2 ms [2022-03-07 01:48:46 main:574] : INFO : Epoch 1716 | loss: 0.0311208 | val_loss: 0.0311787 | Time: 48125.4 ms [2022-03-07 01:49:30 main:574] : INFO : Epoch 1717 | loss: 0.0311227 | val_loss: 0.0311766 | Time: 44346.8 ms [2022-03-07 01:50:15 main:574] : INFO : Epoch 1718 | loss: 0.0311274 | val_loss: 0.0311846 | Time: 44494.9 ms [2022-03-07 01:51:04 main:574] : INFO : Epoch 1719 | loss: 0.031128 | val_loss: 0.0311834 | Time: 48816.1 ms [2022-03-07 01:51:49 main:574] : INFO : Epoch 1720 | loss: 0.0311249 | val_loss: 0.031181 | Time: 44471.1 ms [2022-03-07 01:52:34 main:574] : INFO : Epoch 1721 | loss: 0.0311232 | val_loss: 0.0311819 | Time: 44437.7 ms [2022-03-07 01:53:18 main:574] : INFO : Epoch 1722 | loss: 0.0311211 | val_loss: 0.0311776 | Time: 44615.1 ms [2022-03-07 01:54:08 main:574] : INFO : Epoch 1723 | loss: 0.0311231 | val_loss: 0.0311809 | Time: 48929.3 ms [2022-03-07 01:54:52 main:574] : INFO : Epoch 1724 | loss: 0.0311194 | val_loss: 0.0311741 | Time: 44489.1 ms [2022-03-07 01:55:41 main:574] : INFO : Epoch 1725 | loss: 0.0311179 | val_loss: 0.0311823 | Time: 48379.2 ms [2022-03-07 01:56:26 main:574] : INFO : Epoch 1726 | loss: 0.0311212 | val_loss: 0.0311863 | Time: 44436.3 ms [2022-03-07 01:57:14 main:574] : INFO : Epoch 1727 | loss: 0.031124 | val_loss: 0.0311822 | Time: 48522.7 ms [2022-03-07 01:57:59 main:574] : INFO : Epoch 1728 | loss: 0.0311206 | val_loss: 0.0311766 | Time: 44352.6 ms [2022-03-07 01:58:44 main:574] : INFO : Epoch 1729 | loss: 0.0311217 | val_loss: 0.0311854 | Time: 44447.4 ms [2022-03-07 01:59:32 main:574] : INFO : Epoch 1730 | loss: 0.0311234 | val_loss: 0.0311827 | Time: 48382.4 ms [2022-03-07 02:00:17 main:574] : INFO : Epoch 1731 | loss: 0.0311211 | val_loss: 0.0311824 | Time: 44594.6 ms [2022-03-07 02:01:07 main:574] : INFO : Epoch 1732 | loss: 0.0311212 | val_loss: 0.0311782 | Time: 49380.7 ms [2022-03-07 02:01:51 main:574] : INFO : Epoch 1733 | loss: 0.0311171 | val_loss: 0.0311811 | Time: 44425.4 ms [2022-03-07 02:02:36 main:574] : INFO : Epoch 1734 | loss: 0.0311171 | val_loss: 0.0311806 | Time: 44364.2 ms [2022-03-07 02:03:25 main:574] : INFO : Epoch 1735 | loss: 0.0311164 | val_loss: 0.0311834 | Time: 48932.5 ms [2022-03-07 02:04:16 main:574] : INFO : Epoch 1736 | loss: 0.0311152 | val_loss: 0.0311838 | Time: 50876.5 ms [2022-03-07 02:05:01 main:574] : INFO : Epoch 1737 | loss: 0.0311191 | val_loss: 0.0311754 | Time: 44670.2 ms [2022-03-07 02:05:49 main:574] : INFO : Epoch 1738 | loss: 0.0311184 | val_loss: 0.0311882 | Time: 48147.9 ms [2022-03-07 02:06:34 main:574] : INFO : Epoch 1739 | loss: 0.0311146 | val_loss: 0.0311866 | Time: 44695.5 ms [2022-03-07 02:07:23 main:574] : INFO : Epoch 1740 | loss: 0.0311129 | val_loss: 0.0311877 | Time: 48641.5 ms [2022-03-07 02:08:08 main:574] : INFO : Epoch 1741 | loss: 0.0311141 | val_loss: 0.0311845 | Time: 44410.2 ms [2022-03-07 02:08:53 main:574] : INFO : Epoch 1742 | loss: 0.0311148 | val_loss: 0.0311824 | Time: 44713.3 ms [2022-03-07 02:09:42 main:574] : INFO : Epoch 1743 | loss: 0.0311188 | val_loss: 0.0311793 | Time: 48501.3 ms [2022-03-07 02:10:27 main:574] : INFO : Epoch 1744 | loss: 0.0311183 | val_loss: 0.0311791 | Time: 44559.3 ms [2022-03-07 02:11:15 main:574] : INFO : Epoch 1745 | loss: 0.0311162 | val_loss: 0.0311777 | Time: 48303.2 ms [2022-03-07 02:12:00 main:574] : INFO : Epoch 1746 | loss: 0.0311149 | val_loss: 0.0311829 | Time: 44455.1 ms [2022-03-07 02:12:49 main:574] : INFO : Epoch 1747 | loss: 0.0311312 | val_loss: 0.03118 | Time: 48795.5 ms [2022-03-07 02:13:38 main:574] : INFO : Epoch 1748 | loss: 0.0311264 | val_loss: 0.0311858 | Time: 48805.3 ms [2022-03-07 02:14:23 main:574] : INFO : Epoch 1749 | loss: 0.0311225 | val_loss: 0.0311787 | Time: 44394.9 ms [2022-03-07 02:15:10 main:574] : INFO : Epoch 1750 | loss: 0.0311185 | val_loss: 0.0311772 | Time: 47113.2 ms [2022-03-07 02:15:55 main:574] : INFO : Epoch 1751 | loss: 0.0311188 | val_loss: 0.0311802 | Time: 44534 ms [2022-03-07 02:16:44 main:574] : INFO : Epoch 1752 | loss: 0.0311217 | val_loss: 0.0311719 | Time: 48740.4 ms [2022-03-07 02:17:29 main:574] : INFO : Epoch 1753 | loss: 0.031123 | val_loss: 0.0311778 | Time: 44627.6 ms [2022-03-07 02:18:14 main:574] : INFO : Epoch 1754 | loss: 0.0311234 | val_loss: 0.0311745 | Time: 44435.7 ms [2022-03-07 02:19:06 main:574] : INFO : Epoch 1755 | loss: 0.0311453 | val_loss: 0.0311729 | Time: 51983 ms [2022-03-07 02:19:51 main:574] : INFO : Epoch 1756 | loss: 0.0311386 | val_loss: 0.0311708 | Time: 44498 ms [2022-03-07 02:20:35 main:574] : INFO : Epoch 1757 | loss: 0.0311328 | val_loss: 0.0311705 | Time: 44512.8 ms [2022-03-07 02:21:25 main:574] : INFO : Epoch 1758 | loss: 0.0311343 | val_loss: 0.0311694 | Time: 49043.8 ms [2022-03-07 02:22:10 main:574] : INFO : Epoch 1759 | loss: 0.0311286 | val_loss: 0.0311755 | Time: 44803.7 ms [2022-03-07 02:22:54 main:574] : INFO : Epoch 1760 | loss: 0.0311241 | val_loss: 0.0311723 | Time: 44461.7 ms [2022-03-07 02:23:39 main:574] : INFO : Epoch 1761 | loss: 0.0311232 | val_loss: 0.0311659 | Time: 44480.7 ms [2022-03-07 02:24:27 main:574] : INFO : Epoch 1762 | loss: 0.0311217 | val_loss: 0.0311803 | Time: 47908.2 ms [2022-03-07 02:25:12 main:574] : INFO : Epoch 1763 | loss: 0.0311189 | val_loss: 0.0311772 | Time: 44565.9 ms [2022-03-07 02:25:57 main:574] : INFO : Epoch 1764 | loss: 0.0311208 | val_loss: 0.031173 | Time: 44437.6 ms [2022-03-07 02:26:46 main:574] : INFO : Epoch 1765 | loss: 0.0311222 | val_loss: 0.0311891 | Time: 48628.6 ms [2022-03-07 02:27:30 main:574] : INFO : Epoch 1766 | loss: 0.0311197 | val_loss: 0.0311833 | Time: 44508.8 ms [2022-03-07 02:28:19 main:574] : INFO : Epoch 1767 | loss: 0.0311191 | val_loss: 0.0311737 | Time: 48042.6 ms [2022-03-07 02:29:03 main:574] : INFO : Epoch 1768 | loss: 0.0311201 | val_loss: 0.0311788 | Time: 44601.6 ms [2022-03-07 02:29:53 main:574] : INFO : Epoch 1769 | loss: 0.0311209 | val_loss: 0.0311792 | Time: 49095.1 ms [2022-03-07 02:30:38 main:574] : INFO : Epoch 1770 | loss: 0.0311183 | val_loss: 0.03118 | Time: 44462.7 ms [2022-03-07 02:31:22 main:574] : INFO : Epoch 1771 | loss: 0.031119 | val_loss: 0.031186 | Time: 44490.7 ms [2022-03-07 02:32:11 main:574] : INFO : Epoch 1772 | loss: 0.0311196 | val_loss: 0.0311838 | Time: 47962.8 ms [2022-03-07 02:32:55 main:574] : INFO : Epoch 1773 | loss: 0.0311222 | val_loss: 0.0311851 | Time: 44346.1 ms [2022-03-07 02:33:44 main:574] : INFO : Epoch 1774 | loss: 0.0311238 | val_loss: 0.0311868 | Time: 48225.7 ms [2022-03-07 02:34:28 main:574] : INFO : Epoch 1775 | loss: 0.0311209 | val_loss: 0.0311849 | Time: 44671.9 ms [2022-03-07 02:35:13 main:574] : INFO : Epoch 1776 | loss: 0.0311191 | val_loss: 0.0311794 | Time: 44267.7 ms [2022-03-07 02:35:58 main:574] : INFO : Epoch 1777 | loss: 0.0311289 | val_loss: 0.0311707 | Time: 44487.9 ms [2022-03-07 02:36:45 main:574] : INFO : Epoch 1778 | loss: 0.031132 | val_loss: 0.0311836 | Time: 47583.1 ms [2022-03-07 02:37:32 main:574] : INFO : Epoch 1779 | loss: 0.0311284 | val_loss: 0.031186 | Time: 46595.2 ms [2022-03-07 02:38:28 main:574] : INFO : Epoch 1780 | loss: 0.0311238 | val_loss: 0.0311794 | Time: 55615.8 ms [2022-03-07 02:39:18 main:574] : INFO : Epoch 1781 | loss: 0.0311202 | val_loss: 0.0311821 | Time: 46402.5 ms [2022-03-07 02:40:08 main:574] : INFO : Epoch 1782 | loss: 0.0311191 | val_loss: 0.0311795 | Time: 45173.7 ms [2022-03-07 02:40:52 main:574] : INFO : Epoch 1783 | loss: 0.0311177 | val_loss: 0.0311778 | Time: 44348.7 ms [2022-03-07 02:41:44 main:574] : INFO : Epoch 1784 | loss: 0.0311182 | val_loss: 0.0311822 | Time: 51797.7 ms [2022-03-07 02:42:29 main:574] : INFO : Epoch 1785 | loss: 0.0311186 | val_loss: 0.031184 | Time: 44599.1 ms [2022-03-07 02:43:17 main:574] : INFO : Epoch 1786 | loss: 0.0311229 | val_loss: 0.0311773 | Time: 47261.7 ms [2022-03-07 02:44:02 main:574] : INFO : Epoch 1787 | loss: 0.0311237 | val_loss: 0.0311697 | Time: 44542.4 ms [2022-03-07 02:44:46 main:574] : INFO : Epoch 1788 | loss: 0.0311343 | val_loss: 0.0311763 | Time: 44372.3 ms [2022-03-07 02:45:34 main:574] : INFO : Epoch 1789 | loss: 0.0311305 | val_loss: 0.0311744 | Time: 47554.8 ms [2022-03-07 02:46:19 main:574] : INFO : Epoch 1790 | loss: 0.0311289 | val_loss: 0.0311735 | Time: 44247.6 ms [2022-03-07 02:47:04 main:574] : INFO : Epoch 1791 | loss: 0.0311303 | val_loss: 0.0311762 | Time: 44491.5 ms [2022-03-07 02:47:53 main:574] : INFO : Epoch 1792 | loss: 0.0311285 | val_loss: 0.0311761 | Time: 49148.7 ms [2022-03-07 02:48:38 main:574] : INFO : Epoch 1793 | loss: 0.0311292 | val_loss: 0.0311762 | Time: 45238.2 ms [2022-03-07 02:49:23 main:574] : INFO : Epoch 1794 | loss: 0.0311238 | val_loss: 0.0311704 | Time: 44412.7 ms [2022-03-07 02:50:11 main:574] : INFO : Epoch 1795 | loss: 0.0311224 | val_loss: 0.031172 | Time: 48085.6 ms [2022-03-07 02:50:56 main:574] : INFO : Epoch 1796 | loss: 0.0311237 | val_loss: 0.0311716 | Time: 44750.7 ms [2022-03-07 02:51:42 main:574] : INFO : Epoch 1797 | loss: 0.0311239 | val_loss: 0.0311787 | Time: 44985.1 ms [2022-03-07 02:52:27 main:574] : INFO : Epoch 1798 | loss: 0.0311235 | val_loss: 0.0311757 | Time: 44539.6 ms [2022-03-07 02:53:15 main:574] : INFO : Epoch 1799 | loss: 0.0311213 | val_loss: 0.0311696 | Time: 48356.1 ms [2022-03-07 02:54:00 main:574] : INFO : Epoch 1800 | loss: 0.0311207 | val_loss: 0.0311729 | Time: 44423.6 ms [2022-03-07 02:54:49 main:574] : INFO : Epoch 1801 | loss: 0.0311207 | val_loss: 0.0311763 | Time: 48268.2 ms [2022-03-07 02:55:33 main:574] : INFO : Epoch 1802 | loss: 0.0311259 | val_loss: 0.0311744 | Time: 44384.8 ms [2022-03-07 02:56:21 main:574] : INFO : Epoch 1803 | loss: 0.0311269 | val_loss: 0.0311777 | Time: 47216.3 ms [2022-03-07 02:57:05 main:574] : INFO : Epoch 1804 | loss: 0.0311252 | val_loss: 0.0311787 | Time: 44405.5 ms [2022-03-07 02:57:50 main:574] : INFO : Epoch 1805 | loss: 0.0311213 | val_loss: 0.0311768 | Time: 44600.6 ms [2022-03-07 02:58:38 main:574] : INFO : Epoch 1806 | loss: 0.0311214 | val_loss: 0.0311714 | Time: 47770.5 ms [2022-03-07 02:59:23 main:574] : INFO : Epoch 1807 | loss: 0.0311193 | val_loss: 0.0311766 | Time: 44297.8 ms [2022-03-07 03:00:08 main:574] : INFO : Epoch 1808 | loss: 0.0311244 | val_loss: 0.0311679 | Time: 44560.4 ms [2022-03-07 03:00:56 main:574] : INFO : Epoch 1809 | loss: 0.0311328 | val_loss: 0.0311645 | Time: 48145.7 ms [2022-03-07 03:01:41 main:574] : INFO : Epoch 1810 | loss: 0.03113 | val_loss: 0.031171 | Time: 44310.7 ms [2022-03-07 03:02:29 main:574] : INFO : Epoch 1811 | loss: 0.0311261 | val_loss: 0.0311696 | Time: 48029.9 ms [2022-03-07 03:03:14 main:574] : INFO : Epoch 1812 | loss: 0.0311263 | val_loss: 0.0311678 | Time: 44455.5 ms [2022-03-07 03:04:02 main:574] : INFO : Epoch 1813 | loss: 0.0311296 | val_loss: 0.0311702 | Time: 48264 ms [2022-03-07 03:04:51 main:574] : INFO : Epoch 1814 | loss: 0.0311267 | val_loss: 0.0311797 | Time: 49098.2 ms [2022-03-07 03:05:36 main:574] : INFO : Epoch 1815 | loss: 0.0311262 | val_loss: 0.0311628 | Time: 44332.7 ms [2022-03-07 03:06:21 main:574] : INFO : Epoch 1816 | loss: 0.0311278 | val_loss: 0.0311691 | Time: 44469.9 ms [2022-03-07 03:07:08 main:574] : INFO : Epoch 1817 | loss: 0.0311238 | val_loss: 0.0311696 | Time: 47246 ms [2022-03-07 03:07:53 main:574] : INFO : Epoch 1818 | loss: 0.0311208 | val_loss: 0.0311779 | Time: 44411.2 ms [2022-03-07 03:08:39 main:574] : INFO : Epoch 1819 | loss: 0.0311206 | val_loss: 0.0311766 | Time: 45298.8 ms [2022-03-07 03:09:27 main:574] : INFO : Epoch 1820 | loss: 0.0311201 | val_loss: 0.0311685 | Time: 48109.9 ms [2022-03-07 03:10:12 main:574] : INFO : Epoch 1821 | loss: 0.0311178 | val_loss: 0.0311742 | Time: 44388 ms [2022-03-07 03:10:56 main:574] : INFO : Epoch 1822 | loss: 0.0311247 | val_loss: 0.0311673 | Time: 44454.9 ms [2022-03-07 03:11:45 main:574] : INFO : Epoch 1823 | loss: 0.0311249 | val_loss: 0.0311674 | Time: 48817 ms [2022-03-07 03:12:35 main:574] : INFO : Epoch 1824 | loss: 0.0311246 | val_loss: 0.0311713 | Time: 49024.8 ms [2022-03-07 03:13:22 main:574] : INFO : Epoch 1825 | loss: 0.0311245 | val_loss: 0.0311746 | Time: 47009.2 ms [2022-03-07 03:14:07 main:574] : INFO : Epoch 1826 | loss: 0.0311215 | val_loss: 0.0311697 | Time: 44453.2 ms [2022-03-07 03:14:55 main:574] : INFO : Epoch 1827 | loss: 0.0311221 | val_loss: 0.0311739 | Time: 48449.2 ms [2022-03-07 03:15:40 main:574] : INFO : Epoch 1828 | loss: 0.0311196 | val_loss: 0.0311754 | Time: 44283.1 ms [2022-03-07 03:16:25 main:574] : INFO : Epoch 1829 | loss: 0.0311184 | val_loss: 0.0311725 | Time: 44460.3 ms [2022-03-07 03:17:12 main:574] : INFO : Epoch 1830 | loss: 0.0311193 | val_loss: 0.0311795 | Time: 47145.6 ms [2022-03-07 03:17:57 main:574] : INFO : Epoch 1831 | loss: 0.0311168 | val_loss: 0.0311796 | Time: 44524 ms [2022-03-07 03:18:47 main:574] : INFO : Epoch 1832 | loss: 0.031116 | val_loss: 0.0311737 | Time: 49579.8 ms [2022-03-07 03:19:36 main:574] : INFO : Epoch 1833 | loss: 0.0311199 | val_loss: 0.0311804 | Time: 48543.6 ms [2022-03-07 03:20:20 main:574] : INFO : Epoch 1834 | loss: 0.031127 | val_loss: 0.0311689 | Time: 44356.5 ms [2022-03-07 03:21:05 main:574] : INFO : Epoch 1835 | loss: 0.0311284 | val_loss: 0.0311697 | Time: 44387.7 ms [2022-03-07 03:21:54 main:574] : INFO : Epoch 1836 | loss: 0.0311338 | val_loss: 0.0311649 | Time: 48363.8 ms [2022-03-07 03:22:38 main:574] : INFO : Epoch 1837 | loss: 0.0311295 | val_loss: 0.0311725 | Time: 44341.5 ms [2022-03-07 03:23:25 main:574] : INFO : Epoch 1838 | loss: 0.0311377 | val_loss: 0.0311676 | Time: 46767.8 ms [2022-03-07 03:24:10 main:574] : INFO : Epoch 1839 | loss: 0.0311338 | val_loss: 0.0311698 | Time: 44368.6 ms [2022-03-07 03:24:54 main:574] : INFO : Epoch 1840 | loss: 0.0311248 | val_loss: 0.0311753 | Time: 44397.3 ms [2022-03-07 03:25:43 main:574] : INFO : Epoch 1841 | loss: 0.031125 | val_loss: 0.0311799 | Time: 47943.5 ms [2022-03-07 03:26:27 main:574] : INFO : Epoch 1842 | loss: 0.0311428 | val_loss: 0.0311734 | Time: 44411.3 ms [2022-03-07 03:27:15 main:574] : INFO : Epoch 1843 | loss: 0.0311492 | val_loss: 0.0311705 | Time: 47260 ms [2022-03-07 03:27:59 main:574] : INFO : Epoch 1844 | loss: 0.0311415 | val_loss: 0.0311694 | Time: 44466 ms [2022-03-07 03:28:44 main:574] : INFO : Epoch 1845 | loss: 0.0311428 | val_loss: 0.0311705 | Time: 44346.1 ms [2022-03-07 03:29:32 main:574] : INFO : Epoch 1846 | loss: 0.0311417 | val_loss: 0.0311704 | Time: 47493 ms [2022-03-07 03:30:17 main:574] : INFO : Epoch 1847 | loss: 0.0311397 | val_loss: 0.0311753 | Time: 44493.9 ms [2022-03-07 03:31:05 main:574] : INFO : Epoch 1848 | loss: 0.0311347 | val_loss: 0.0311728 | Time: 48664.6 ms [2022-03-07 03:31:50 main:574] : INFO : Epoch 1849 | loss: 0.0311336 | val_loss: 0.0311752 | Time: 44352.8 ms [2022-03-07 03:32:39 main:574] : INFO : Epoch 1850 | loss: 0.0311324 | val_loss: 0.0311723 | Time: 48474.1 ms [2022-03-07 03:33:24 main:574] : INFO : Epoch 1851 | loss: 0.03113 | val_loss: 0.0311763 | Time: 45239.1 ms [2022-03-07 03:34:09 main:574] : INFO : Epoch 1852 | loss: 0.0311298 | val_loss: 0.0311792 | Time: 44579.5 ms [2022-03-07 03:34:54 main:574] : INFO : Epoch 1853 | loss: 0.0311278 | val_loss: 0.0311768 | Time: 44404.2 ms [2022-03-07 03:35:42 main:574] : INFO : Epoch 1854 | loss: 0.0311317 | val_loss: 0.0311749 | Time: 47747.8 ms [2022-03-07 03:36:27 main:574] : INFO : Epoch 1855 | loss: 0.0311291 | val_loss: 0.0311763 | Time: 44581.4 ms [2022-03-07 03:37:18 main:574] : INFO : Epoch 1856 | loss: 0.0311293 | val_loss: 0.0311688 | Time: 50927.3 ms [2022-03-07 03:38:02 main:574] : INFO : Epoch 1857 | loss: 0.0311278 | val_loss: 0.0311761 | Time: 44534 ms [2022-03-07 03:38:47 main:574] : INFO : Epoch 1858 | loss: 0.0311271 | val_loss: 0.0311731 | Time: 44524.1 ms [2022-03-07 03:39:32 main:574] : INFO : Epoch 1859 | loss: 0.0311256 | val_loss: 0.0311752 | Time: 44381.9 ms [2022-03-07 03:40:20 main:574] : INFO : Epoch 1860 | loss: 0.0311258 | val_loss: 0.0311792 | Time: 48017.5 ms [2022-03-07 03:41:05 main:574] : INFO : Epoch 1861 | loss: 0.0311263 | val_loss: 0.0311781 | Time: 44426.9 ms [2022-03-07 03:41:52 main:574] : INFO : Epoch 1862 | loss: 0.0311259 | val_loss: 0.0311734 | Time: 47178.2 ms [2022-03-07 03:42:40 main:574] : INFO : Epoch 1863 | loss: 0.0311265 | val_loss: 0.0311764 | Time: 48152.3 ms [2022-03-07 03:43:28 main:574] : INFO : Epoch 1864 | loss: 0.0311237 | val_loss: 0.0311816 | Time: 47330.1 ms [2022-03-07 03:44:13 main:574] : INFO : Epoch 1865 | loss: 0.0311238 | val_loss: 0.0311819 | Time: 44438.9 ms [2022-03-07 03:44:57 main:574] : INFO : Epoch 1866 | loss: 0.0311249 | val_loss: 0.0311791 | Time: 44530 ms [2022-03-07 03:45:47 main:574] : INFO : Epoch 1867 | loss: 0.0311221 | val_loss: 0.0311755 | Time: 48939.8 ms [2022-03-07 03:46:31 main:574] : INFO : Epoch 1868 | loss: 0.0311206 | val_loss: 0.0311821 | Time: 44475.4 ms [2022-03-07 03:47:16 main:574] : INFO : Epoch 1869 | loss: 0.0311216 | val_loss: 0.0311754 | Time: 44423.2 ms [2022-03-07 03:48:04 main:574] : INFO : Epoch 1870 | loss: 0.0311243 | val_loss: 0.0311732 | Time: 47696.8 ms [2022-03-07 03:48:49 main:574] : INFO : Epoch 1871 | loss: 0.0311252 | val_loss: 0.0311796 | Time: 44583 ms [2022-03-07 03:49:33 main:574] : INFO : Epoch 1872 | loss: 0.0311238 | val_loss: 0.0311762 | Time: 44542.6 ms [2022-03-07 03:50:18 main:574] : INFO : Epoch 1873 | loss: 0.0311278 | val_loss: 0.0311763 | Time: 44466.9 ms [2022-03-07 03:51:07 main:574] : INFO : Epoch 1874 | loss: 0.0311271 | val_loss: 0.0311743 | Time: 48500.5 ms [2022-03-07 03:51:52 main:574] : INFO : Epoch 1875 | loss: 0.0311267 | val_loss: 0.0311699 | Time: 44537.9 ms [2022-03-07 03:52:39 main:574] : INFO : Epoch 1876 | loss: 0.0311242 | val_loss: 0.0311802 | Time: 47019.6 ms [2022-03-07 03:53:24 main:574] : INFO : Epoch 1877 | loss: 0.0311313 | val_loss: 0.0311747 | Time: 44350 ms [2022-03-07 03:54:08 main:574] : INFO : Epoch 1878 | loss: 0.031128 | val_loss: 0.031181 | Time: 44500.1 ms [2022-03-07 03:55:00 main:574] : INFO : Epoch 1879 | loss: 0.0311281 | val_loss: 0.0311703 | Time: 51897 ms [2022-03-07 03:55:46 main:574] : INFO : Epoch 1880 | loss: 0.0311277 | val_loss: 0.0311755 | Time: 45487.6 ms [2022-03-07 03:56:36 main:574] : INFO : Epoch 1881 | loss: 0.031133 | val_loss: 0.0311741 | Time: 48951.7 ms [2022-03-07 03:57:20 main:574] : INFO : Epoch 1882 | loss: 0.0311424 | val_loss: 0.0311746 | Time: 44494.3 ms [2022-03-07 03:58:09 main:574] : INFO : Epoch 1883 | loss: 0.0311408 | val_loss: 0.0311775 | Time: 48013.9 ms [2022-03-07 03:58:53 main:574] : INFO : Epoch 1884 | loss: 0.031143 | val_loss: 0.0311723 | Time: 44480.3 ms [2022-03-07 03:59:38 main:574] : INFO : Epoch 1885 | loss: 0.0311391 | val_loss: 0.0311742 | Time: 44454.1 ms [2022-03-07 04:00:26 main:574] : INFO : Epoch 1886 | loss: 0.0311363 | val_loss: 0.0311718 | Time: 48003.2 ms [2022-03-07 04:01:11 main:574] : INFO : Epoch 1887 | loss: 0.0311343 | val_loss: 0.0311754 | Time: 44496.1 ms [2022-03-07 04:01:58 main:574] : INFO : Epoch 1888 | loss: 0.0311353 | val_loss: 0.0311756 | Time: 46905.8 ms [2022-03-07 04:02:43 main:574] : INFO : Epoch 1889 | loss: 0.0311339 | val_loss: 0.0311746 | Time: 44472.8 ms [2022-03-07 04:03:27 main:574] : INFO : Epoch 1890 | loss: 0.0311377 | val_loss: 0.0311733 | Time: 44372.3 ms [2022-03-07 04:04:15 main:574] : INFO : Epoch 1891 | loss: 0.0311394 | val_loss: 0.0311843 | Time: 47685 ms [2022-03-07 04:05:04 main:574] : INFO : Epoch 1892 | loss: 0.0311367 | val_loss: 0.0311768 | Time: 48111.8 ms [2022-03-07 04:05:49 main:574] : INFO : Epoch 1893 | loss: 0.0311323 | val_loss: 0.0311811 | Time: 44764.8 ms [2022-03-07 04:06:37 main:574] : INFO : Epoch 1894 | loss: 0.031132 | val_loss: 0.0311776 | Time: 48163 ms [2022-03-07 04:07:22 main:574] : INFO : Epoch 1895 | loss: 0.0311313 | val_loss: 0.0311819 | Time: 44517.7 ms [2022-03-07 04:08:07 main:574] : INFO : Epoch 1896 | loss: 0.0311306 | val_loss: 0.0311837 | Time: 44392.1 ms [2022-03-07 04:08:52 main:574] : INFO : Epoch 1897 | loss: 0.0311365 | val_loss: 0.0311783 | Time: 45182.3 ms [2022-03-07 04:09:40 main:574] : INFO : Epoch 1898 | loss: 0.031131 | val_loss: 0.0311768 | Time: 47981.5 ms [2022-03-07 04:10:25 main:574] : INFO : Epoch 1899 | loss: 0.031139 | val_loss: 0.0311762 | Time: 44374.6 ms [2022-03-07 04:11:14 main:574] : INFO : Epoch 1900 | loss: 0.0311432 | val_loss: 0.0311857 | Time: 48756.8 ms [2022-03-07 04:11:59 main:574] : INFO : Epoch 1901 | loss: 0.0311402 | val_loss: 0.0311715 | Time: 44582.7 ms [2022-03-07 04:12:50 main:574] : INFO : Epoch 1902 | loss: 0.0311334 | val_loss: 0.0311862 | Time: 51012.7 ms [2022-03-07 04:13:35 main:574] : INFO : Epoch 1903 | loss: 0.0311339 | val_loss: 0.0311759 | Time: 44461.1 ms [2022-03-07 04:14:20 main:574] : INFO : Epoch 1904 | loss: 0.0311328 | val_loss: 0.0311789 | Time: 44437 ms [2022-03-07 04:15:07 main:574] : INFO : Epoch 1905 | loss: 0.0311301 | val_loss: 0.0311765 | Time: 47634.2 ms [2022-03-07 04:15:52 main:574] : INFO : Epoch 1906 | loss: 0.0311294 | val_loss: 0.03118 | Time: 44450.8 ms [2022-03-07 04:16:39 main:574] : INFO : Epoch 1907 | loss: 0.0311264 | val_loss: 0.0311846 | Time: 46997.1 ms [2022-03-07 04:17:24 main:574] : INFO : Epoch 1908 | loss: 0.031125 | val_loss: 0.0311798 | Time: 44260.2 ms [2022-03-07 04:18:08 main:574] : INFO : Epoch 1909 | loss: 0.0311249 | val_loss: 0.0311799 | Time: 44466.5 ms [2022-03-07 04:19:00 main:574] : INFO : Epoch 1910 | loss: 0.0311258 | val_loss: 0.0311817 | Time: 51526.1 ms [2022-03-07 04:19:45 main:574] : INFO : Epoch 1911 | loss: 0.0311237 | val_loss: 0.0311768 | Time: 44337.1 ms [2022-03-07 04:20:33 main:574] : INFO : Epoch 1912 | loss: 0.0311258 | val_loss: 0.0311833 | Time: 48094.6 ms [2022-03-07 04:21:18 main:574] : INFO : Epoch 1913 | loss: 0.0311257 | val_loss: 0.0311819 | Time: 44363.9 ms [2022-03-07 04:22:02 main:574] : INFO : Epoch 1914 | loss: 0.0311234 | val_loss: 0.0311831 | Time: 44362.5 ms [2022-03-07 04:22:50 main:574] : INFO : Epoch 1915 | loss: 0.031123 | val_loss: 0.0311748 | Time: 47457.4 ms [2022-03-07 04:23:35 main:574] : INFO : Epoch 1916 | loss: 0.0311212 | val_loss: 0.0311813 | Time: 44436.7 ms [2022-03-07 04:24:19 main:574] : INFO : Epoch 1917 | loss: 0.0311225 | val_loss: 0.0311758 | Time: 44321.9 ms [2022-03-07 04:25:09 main:574] : INFO : Epoch 1918 | loss: 0.0311238 | val_loss: 0.0311767 | Time: 49121.8 ms [2022-03-07 04:25:53 main:574] : INFO : Epoch 1919 | loss: 0.0311214 | val_loss: 0.0311857 | Time: 44480.5 ms [2022-03-07 04:26:42 main:574] : INFO : Epoch 1920 | loss: 0.0311225 | val_loss: 0.0311788 | Time: 47786.5 ms [2022-03-07 04:27:27 main:574] : INFO : Epoch 1921 | loss: 0.0311271 | val_loss: 0.0311817 | Time: 44501.3 ms [2022-03-07 04:28:12 main:574] : INFO : Epoch 1922 | loss: 0.0311363 | val_loss: 0.0311727 | Time: 44629 ms [2022-03-07 04:29:00 main:574] : INFO : Epoch 1923 | loss: 0.0311338 | val_loss: 0.0311806 | Time: 48256.7 ms [2022-03-07 04:29:45 main:574] : INFO : Epoch 1924 | loss: 0.0311321 | val_loss: 0.0311808 | Time: 44380 ms [2022-03-07 04:30:32 main:574] : INFO : Epoch 1925 | loss: 0.0311303 | val_loss: 0.0311764 | Time: 47341.9 ms [2022-03-07 04:31:17 main:574] : INFO : Epoch 1926 | loss: 0.0311308 | val_loss: 0.0311812 | Time: 44440.6 ms [2022-03-07 04:32:02 main:574] : INFO : Epoch 1927 | loss: 0.031126 | val_loss: 0.0311745 | Time: 44521.1 ms [2022-03-07 04:32:50 main:574] : INFO : Epoch 1928 | loss: 0.0311246 | val_loss: 0.0311742 | Time: 47805 ms [2022-03-07 04:33:34 main:574] : INFO : Epoch 1929 | loss: 0.0311274 | val_loss: 0.0311818 | Time: 44572.6 ms [2022-03-07 04:34:19 main:574] : INFO : Epoch 1930 | loss: 0.0311248 | val_loss: 0.0311796 | Time: 44313.6 ms [2022-03-07 04:35:07 main:574] : INFO : Epoch 1931 | loss: 0.0311247 | val_loss: 0.0311771 | Time: 47901.5 ms [2022-03-07 04:35:52 main:574] : INFO : Epoch 1932 | loss: 0.0311231 | val_loss: 0.0311839 | Time: 44412.6 ms [2022-03-07 04:36:36 main:574] : INFO : Epoch 1933 | loss: 0.0311225 | val_loss: 0.0311792 | Time: 44501.7 ms [2022-03-07 04:37:22 main:574] : INFO : Epoch 1934 | loss: 0.0311221 | val_loss: 0.0311793 | Time: 45035.7 ms [2022-03-07 04:38:11 main:574] : INFO : Epoch 1935 | loss: 0.0311205 | val_loss: 0.0311803 | Time: 48806.1 ms [2022-03-07 04:38:55 main:574] : INFO : Epoch 1936 | loss: 0.0311218 | val_loss: 0.0311758 | Time: 44385.3 ms [2022-03-07 04:39:40 main:574] : INFO : Epoch 1937 | loss: 0.031124 | val_loss: 0.0311741 | Time: 44387.5 ms [2022-03-07 04:40:28 main:574] : INFO : Epoch 1938 | loss: 0.0311225 | val_loss: 0.0311705 | Time: 47384.8 ms [2022-03-07 04:41:12 main:574] : INFO : Epoch 1939 | loss: 0.0311208 | val_loss: 0.0311819 | Time: 44407.1 ms [2022-03-07 04:41:57 main:574] : INFO : Epoch 1940 | loss: 0.0311208 | val_loss: 0.0311775 | Time: 44424.1 ms [2022-03-07 04:42:49 main:574] : INFO : Epoch 1941 | loss: 0.0311273 | val_loss: 0.0311866 | Time: 51798.5 ms [2022-03-07 04:43:33 main:574] : INFO : Epoch 1942 | loss: 0.0311278 | val_loss: 0.0311749 | Time: 44324.2 ms [2022-03-07 04:44:21 main:574] : INFO : Epoch 1943 | loss: 0.0311238 | val_loss: 0.0311711 | Time: 47222.4 ms [2022-03-07 04:45:06 main:574] : INFO : Epoch 1944 | loss: 0.031126 | val_loss: 0.0311751 | Time: 44450.3 ms [2022-03-07 04:45:50 main:574] : INFO : Epoch 1945 | loss: 0.0311282 | val_loss: 0.0311746 | Time: 44564.8 ms [2022-03-07 04:46:41 main:574] : INFO : Epoch 1946 | loss: 0.0311344 | val_loss: 0.0311705 | Time: 50096.3 ms [2022-03-07 04:47:26 main:574] : INFO : Epoch 1947 | loss: 0.0311401 | val_loss: 0.0311734 | Time: 44639.6 ms [2022-03-07 04:48:15 main:574] : INFO : Epoch 1948 | loss: 0.0311362 | val_loss: 0.0311713 | Time: 48327.5 ms [2022-03-07 04:49:00 main:574] : INFO : Epoch 1949 | loss: 0.031133 | val_loss: 0.0311741 | Time: 44791.2 ms [2022-03-07 04:49:44 main:574] : INFO : Epoch 1950 | loss: 0.0311289 | val_loss: 0.0311751 | Time: 44534.7 ms [2022-03-07 04:50:33 main:574] : INFO : Epoch 1951 | loss: 0.0311309 | val_loss: 0.0311733 | Time: 48660.3 ms [2022-03-07 04:51:18 main:574] : INFO : Epoch 1952 | loss: 0.0311291 | val_loss: 0.0311801 | Time: 44371.8 ms [2022-03-07 04:52:02 main:574] : INFO : Epoch 1953 | loss: 0.0311318 | val_loss: 0.031174 | Time: 44427.7 ms [2022-03-07 04:52:51 main:574] : INFO : Epoch 1954 | loss: 0.0311284 | val_loss: 0.0311777 | Time: 48288 ms [2022-03-07 04:53:36 main:574] : INFO : Epoch 1955 | loss: 0.0311299 | val_loss: 0.0311718 | Time: 44404.3 ms [2022-03-07 04:54:23 main:574] : INFO : Epoch 1956 | loss: 0.0311372 | val_loss: 0.0311739 | Time: 47142.3 ms [2022-03-07 04:55:08 main:574] : INFO : Epoch 1957 | loss: 0.0311394 | val_loss: 0.0311708 | Time: 44551.8 ms [2022-03-07 04:55:52 main:574] : INFO : Epoch 1958 | loss: 0.0311358 | val_loss: 0.0311711 | Time: 44300 ms [2022-03-07 04:56:41 main:574] : INFO : Epoch 1959 | loss: 0.031129 | val_loss: 0.0311754 | Time: 48011.7 ms [2022-03-07 04:57:25 main:574] : INFO : Epoch 1960 | loss: 0.0311245 | val_loss: 0.031176 | Time: 44539.9 ms [2022-03-07 04:58:15 main:574] : INFO : Epoch 1961 | loss: 0.0311323 | val_loss: 0.0311762 | Time: 48957.8 ms [2022-03-07 04:58:59 main:574] : INFO : Epoch 1962 | loss: 0.031134 | val_loss: 0.0311849 | Time: 44311.7 ms [2022-03-07 04:59:44 main:574] : INFO : Epoch 1963 | loss: 0.0311324 | val_loss: 0.0311746 | Time: 44401.5 ms [2022-03-07 05:00:31 main:574] : INFO : Epoch 1964 | loss: 0.031131 | val_loss: 0.0311773 | Time: 46821.5 ms [2022-03-07 05:01:16 main:574] : INFO : Epoch 1965 | loss: 0.031131 | val_loss: 0.0311729 | Time: 44412.9 ms [2022-03-07 05:02:04 main:574] : INFO : Epoch 1966 | loss: 0.0311243 | val_loss: 0.0311711 | Time: 48151.3 ms [2022-03-07 05:02:49 main:574] : INFO : Epoch 1967 | loss: 0.0311235 | val_loss: 0.0311717 | Time: 44405.7 ms [2022-03-07 05:03:37 main:574] : INFO : Epoch 1968 | loss: 0.0311215 | val_loss: 0.0311738 | Time: 48272.4 ms [2022-03-07 05:04:22 main:574] : INFO : Epoch 1969 | loss: 0.0311179 | val_loss: 0.0311801 | Time: 44516.8 ms [2022-03-07 05:05:11 main:574] : INFO : Epoch 1970 | loss: 0.031119 | val_loss: 0.0311732 | Time: 48524 ms [2022-03-07 05:05:56 main:574] : INFO : Epoch 1971 | loss: 0.0311185 | val_loss: 0.0311849 | Time: 44880.9 ms [2022-03-07 05:06:47 main:574] : INFO : Epoch 1972 | loss: 0.0311231 | val_loss: 0.031169 | Time: 50861.2 ms [2022-03-07 05:07:31 main:574] : INFO : Epoch 1973 | loss: 0.03112 | val_loss: 0.031181 | Time: 44356.6 ms [2022-03-07 05:08:16 main:574] : INFO : Epoch 1974 | loss: 0.0311239 | val_loss: 0.0311705 | Time: 44551.8 ms [2022-03-07 05:09:07 main:574] : INFO : Epoch 1975 | loss: 0.0311268 | val_loss: 0.0311734 | Time: 46063.5 ms [2022-03-07 05:09:52 main:574] : INFO : Epoch 1976 | loss: 0.0311215 | val_loss: 0.0311745 | Time: 44474.4 ms [2022-03-07 05:10:41 main:574] : INFO : Epoch 1977 | loss: 0.0311216 | val_loss: 0.0311724 | Time: 48920.2 ms [2022-03-07 05:11:25 main:574] : INFO : Epoch 1978 | loss: 0.0311269 | val_loss: 0.0311774 | Time: 44342.1 ms [2022-03-07 05:12:14 main:574] : INFO : Epoch 1979 | loss: 0.031137 | val_loss: 0.0311795 | Time: 48530.2 ms [2022-03-07 05:13:02 main:574] : INFO : Epoch 1980 | loss: 0.031132 | val_loss: 0.0311825 | Time: 47307.6 ms [2022-03-07 05:13:46 main:574] : INFO : Epoch 1981 | loss: 0.0311301 | val_loss: 0.0311751 | Time: 44455.4 ms [2022-03-07 05:14:35 main:574] : INFO : Epoch 1982 | loss: 0.031126 | val_loss: 0.0311787 | Time: 48827.8 ms [2022-03-07 05:15:20 main:574] : INFO : Epoch 1983 | loss: 0.031147 | val_loss: 0.0311767 | Time: 44478.3 ms [2022-03-07 05:16:08 main:574] : INFO : Epoch 1984 | loss: 0.031149 | val_loss: 0.0311728 | Time: 47942.2 ms [2022-03-07 05:16:53 main:574] : INFO : Epoch 1985 | loss: 0.0311455 | val_loss: 0.0311719 | Time: 44549 ms [2022-03-07 05:17:42 main:574] : INFO : Epoch 1986 | loss: 0.0311424 | val_loss: 0.0311675 | Time: 48175.3 ms [2022-03-07 05:18:26 main:574] : INFO : Epoch 1987 | loss: 0.0311414 | val_loss: 0.0311688 | Time: 44524.3 ms [2022-03-07 05:19:15 main:574] : INFO : Epoch 1988 | loss: 0.031136 | val_loss: 0.0311733 | Time: 48244.7 ms [2022-03-07 05:20:00 main:574] : INFO : Epoch 1989 | loss: 0.0311346 | val_loss: 0.0311751 | Time: 44491.4 ms [2022-03-07 05:20:49 main:574] : INFO : Epoch 1990 | loss: 0.0311315 | val_loss: 0.0311734 | Time: 49125.8 ms [2022-03-07 05:21:34 main:574] : INFO : Epoch 1991 | loss: 0.0311284 | val_loss: 0.0311714 | Time: 44446.8 ms [2022-03-07 05:22:18 main:574] : INFO : Epoch 1992 | loss: 0.0311288 | val_loss: 0.0311886 | Time: 44541.3 ms [2022-03-07 05:23:06 main:574] : INFO : Epoch 1993 | loss: 0.0311294 | val_loss: 0.0311716 | Time: 47590.5 ms [2022-03-07 05:23:51 main:574] : INFO : Epoch 1994 | loss: 0.0311311 | val_loss: 0.0311721 | Time: 44451.2 ms [2022-03-07 05:24:36 main:574] : INFO : Epoch 1995 | loss: 0.0311285 | val_loss: 0.0311765 | Time: 44417 ms [2022-03-07 05:25:24 main:574] : INFO : Epoch 1996 | loss: 0.0311286 | val_loss: 0.031177 | Time: 47889.4 ms [2022-03-07 05:26:09 main:574] : INFO : Epoch 1997 | loss: 0.0311249 | val_loss: 0.0311829 | Time: 44576.7 ms [2022-03-07 05:26:58 main:574] : INFO : Epoch 1998 | loss: 0.0311253 | val_loss: 0.0311812 | Time: 48814.4 ms [2022-03-07 05:27:43 main:574] : INFO : Epoch 1999 | loss: 0.0311228 | val_loss: 0.0311858 | Time: 44706.4 ms [2022-03-07 05:28:28 main:574] : INFO : Epoch 2000 | loss: 0.0311231 | val_loss: 0.031177 | Time: 44509.4 ms [2022-03-07 05:29:16 main:574] : INFO : Epoch 2001 | loss: 0.031122 | val_loss: 0.0311742 | Time: 47351.2 ms [2022-03-07 05:30:00 main:574] : INFO : Epoch 2002 | loss: 0.031125 | val_loss: 0.0311784 | Time: 44400.8 ms [2022-03-07 05:30:48 main:574] : INFO : Epoch 2003 | loss: 0.0311207 | val_loss: 0.0311853 | Time: 47414.9 ms [2022-03-07 05:31:32 main:574] : INFO : Epoch 2004 | loss: 0.0311237 | val_loss: 0.0311827 | Time: 44348.5 ms [2022-03-07 05:32:17 main:574] : INFO : Epoch 2005 | loss: 0.0311215 | val_loss: 0.0311804 | Time: 44821 ms [2022-03-07 05:33:02 main:574] : INFO : Epoch 2006 | loss: 0.0311287 | val_loss: 0.0311725 | Time: 44377 ms [2022-03-07 05:34:00 main:574] : INFO : Epoch 2007 | loss: 0.0311261 | val_loss: 0.0311798 | Time: 57879.7 ms [2022-03-07 05:34:45 main:574] : INFO : Epoch 2008 | loss: 0.031145 | val_loss: 0.0311695 | Time: 44451.1 ms [2022-03-07 05:35:32 main:574] : INFO : Epoch 2009 | loss: 0.0311555 | val_loss: 0.0311691 | Time: 47400.1 ms [2022-03-07 05:36:17 main:574] : INFO : Epoch 2010 | loss: 0.0311496 | val_loss: 0.0311645 | Time: 44347.1 ms [2022-03-07 05:37:05 main:574] : INFO : Epoch 2011 | loss: 0.0311438 | val_loss: 0.0311741 | Time: 48012.5 ms [2022-03-07 05:37:53 main:574] : INFO : Epoch 2012 | loss: 0.0311383 | val_loss: 0.0311694 | Time: 47027.8 ms [2022-03-07 05:38:44 main:574] : INFO : Epoch 2013 | loss: 0.0311357 | val_loss: 0.0311712 | Time: 50741.1 ms [2022-03-07 05:39:33 main:574] : INFO : Epoch 2014 | loss: 0.0311394 | val_loss: 0.0311737 | Time: 48640.8 ms [2022-03-07 05:40:18 main:574] : INFO : Epoch 2015 | loss: 0.0311355 | val_loss: 0.0311735 | Time: 44579.4 ms [2022-03-07 05:41:02 main:574] : INFO : Epoch 2016 | loss: 0.0311336 | val_loss: 0.0311673 | Time: 44427.1 ms [2022-03-07 05:41:51 main:574] : INFO : Epoch 2017 | loss: 0.0311299 | val_loss: 0.0311773 | Time: 48047.2 ms [2022-03-07 05:42:36 main:574] : INFO : Epoch 2018 | loss: 0.0311304 | val_loss: 0.0311724 | Time: 45749.7 ms [2022-03-07 05:43:25 main:574] : INFO : Epoch 2019 | loss: 0.0311315 | val_loss: 0.0311747 | Time: 48015.3 ms [2022-03-07 05:44:10 main:574] : INFO : Epoch 2020 | loss: 0.0311263 | val_loss: 0.0311737 | Time: 44612.9 ms [2022-03-07 05:44:55 main:574] : INFO : Epoch 2021 | loss: 0.0311266 | val_loss: 0.0311745 | Time: 45203.1 ms [2022-03-07 05:45:44 main:574] : INFO : Epoch 2022 | loss: 0.0311259 | val_loss: 0.0311777 | Time: 48408.7 ms [2022-03-07 05:46:29 main:574] : INFO : Epoch 2023 | loss: 0.0311245 | val_loss: 0.0311809 | Time: 44593.9 ms [2022-03-07 05:47:18 main:574] : INFO : Epoch 2024 | loss: 0.0311284 | val_loss: 0.0311808 | Time: 49400.8 ms [2022-03-07 05:48:03 main:574] : INFO : Epoch 2025 | loss: 0.0311257 | val_loss: 0.0311708 | Time: 44608.9 ms [2022-03-07 05:48:48 main:574] : INFO : Epoch 2026 | loss: 0.0311303 | val_loss: 0.03118 | Time: 44532.3 ms [2022-03-07 05:49:33 main:574] : INFO : Epoch 2027 | loss: 0.0311281 | val_loss: 0.0311746 | Time: 44694.1 ms [2022-03-07 05:50:22 main:574] : INFO : Epoch 2028 | loss: 0.0311252 | val_loss: 0.0311814 | Time: 48371 ms [2022-03-07 05:51:07 main:574] : INFO : Epoch 2029 | loss: 0.0311234 | val_loss: 0.0311767 | Time: 44459 ms [2022-03-07 05:51:52 main:574] : INFO : Epoch 2030 | loss: 0.0311233 | val_loss: 0.0311781 | Time: 44487.6 ms [2022-03-07 05:52:37 main:574] : INFO : Epoch 2031 | loss: 0.0311228 | val_loss: 0.031174 | Time: 44391.4 ms [2022-03-07 05:53:22 main:574] : INFO : Epoch 2032 | loss: 0.031123 | val_loss: 0.0311766 | Time: 44581.5 ms [2022-03-07 05:54:06 main:574] : INFO : Epoch 2033 | loss: 0.0311212 | val_loss: 0.0311811 | Time: 44300.6 ms [2022-03-07 05:54:51 main:574] : INFO : Epoch 2034 | loss: 0.0311205 | val_loss: 0.0311786 | Time: 44532.3 ms [2022-03-07 05:55:36 main:574] : INFO : Epoch 2035 | loss: 0.0311202 | val_loss: 0.0311764 | Time: 44301.3 ms [2022-03-07 05:56:20 main:574] : INFO : Epoch 2036 | loss: 0.0311184 | val_loss: 0.031181 | Time: 44415.8 ms [2022-03-07 05:57:05 main:574] : INFO : Epoch 2037 | loss: 0.0311241 | val_loss: 0.031178 | Time: 44280.8 ms [2022-03-07 05:57:50 main:574] : INFO : Epoch 2038 | loss: 0.0311196 | val_loss: 0.0311725 | Time: 45172 ms [2022-03-07 05:58:35 main:574] : INFO : Epoch 2039 | loss: 0.0311178 | val_loss: 0.0311822 | Time: 44374.2 ms [2022-03-07 05:59:21 main:574] : INFO : Epoch 2040 | loss: 0.0311178 | val_loss: 0.0311765 | Time: 46034.2 ms [2022-03-07 06:00:06 main:574] : INFO : Epoch 2041 | loss: 0.0311253 | val_loss: 0.0311752 | Time: 44353.5 ms [2022-03-07 06:00:50 main:574] : INFO : Epoch 2042 | loss: 0.0311217 | val_loss: 0.031179 | Time: 44317.9 ms [2022-03-07 06:01:35 main:574] : INFO : Epoch 2043 | loss: 0.0311227 | val_loss: 0.0311785 | Time: 44426.6 ms [2022-03-07 06:02:20 main:574] : INFO : Epoch 2044 | loss: 0.0311153 | val_loss: 0.0311831 | Time: 44456.9 ms [2022-03-07 06:03:04 main:574] : INFO : Epoch 2045 | loss: 0.0311165 | val_loss: 0.0311827 | Time: 44414.7 ms [2022-03-07 06:03:49 main:574] : INFO : Epoch 2046 | loss: 0.0311191 | val_loss: 0.0311864 | Time: 44506.2 ms [2022-03-07 06:04:34 main:574] : INFO : Epoch 2047 | loss: 0.0311224 | val_loss: 0.0311804 | Time: 44374.5 ms [2022-03-07 06:05:18 main:574] : INFO : Epoch 2048 | loss: 0.0311267 | val_loss: 0.031178 | Time: 44356.2 ms [2022-03-07 06:05:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031178 [2022-03-07 06:05:19 main:603] : INFO : Saving end state to config to file [2022-03-07 06:05:19 main:608] : INFO : Success, exiting.. 06:05:19 (2408): 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)