Task 12854252
| Name | ParityModified-1645996072-6998-0_1 |
| Workunit | 9378935 |
| Created | 10 Mar 2022, 2:20:22 UTC |
| Sent | 10 Mar 2022, 2:35:27 UTC |
| Report deadline | 18 Mar 2022, 2:35:27 UTC |
| Received | 10 Mar 2022, 22:44:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10690 |
| Run time | 1 hours 39 min 6 sec |
| CPU time | 1 hours 38 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,114.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0313284 | val_loss: 0.0312821 | Time: 2784.24 ms
[2022-03-11 00:20:57 main:574] : INFO : Epoch 1543 | loss: 0.0312633 | val_loss: 0.0312519 | Time: 2779.03 ms
[2022-03-11 00:21:00 main:574] : INFO : Epoch 1544 | loss: 0.0312526 | val_loss: 0.0312512 | Time: 2779.03 ms
[2022-03-11 00:21:03 main:574] : INFO : Epoch 1545 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 2769.39 ms
[2022-03-11 00:21:06 main:574] : INFO : Epoch 1546 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2777.08 ms
[2022-03-11 00:21:09 main:574] : INFO : Epoch 1547 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2768.33 ms
[2022-03-11 00:21:11 main:574] : INFO : Epoch 1548 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2786.72 ms
[2022-03-11 00:21:14 main:574] : INFO : Epoch 1549 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2768 ms
[2022-03-11 00:21:17 main:574] : INFO : Epoch 1550 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2767.52 ms
[2022-03-11 00:21:20 main:574] : INFO : Epoch 1551 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 2777.95 ms
[2022-03-11 00:21:22 main:574] : INFO : Epoch 1552 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 2777.15 ms
[2022-03-11 00:21:25 main:574] : INFO : Epoch 1553 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 2794.56 ms
[2022-03-11 00:21:28 main:574] : INFO : Epoch 1554 | loss: 0.031245 | val_loss: 0.0312435 | Time: 2780.82 ms
[2022-03-11 00:21:31 main:574] : INFO : Epoch 1555 | loss: 0.0312424 | val_loss: 0.0312411 | Time: 2787.04 ms
[2022-03-11 00:21:34 main:574] : INFO : Epoch 1556 | loss: 0.03124 | val_loss: 0.0312386 | Time: 2794.35 ms
[2022-03-11 00:21:36 main:574] : INFO : Epoch 1557 | loss: 0.031237 | val_loss: 0.0312362 | Time: 2760.82 ms
[2022-03-11 00:21:39 main:574] : INFO : Epoch 1558 | loss: 0.0312345 | val_loss: 0.0312337 | Time: 2788.34 ms
[2022-03-11 00:21:42 main:574] : INFO : Epoch 1559 | loss: 0.0312324 | val_loss: 0.0312316 | Time: 2787.81 ms
[2022-03-11 00:21:45 main:574] : INFO : Epoch 1560 | loss: 0.0312302 | val_loss: 0.0312294 | Time: 2780.53 ms
[2022-03-11 00:21:48 main:574] : INFO : Epoch 1561 | loss: 0.0312294 | val_loss: 0.0312288 | Time: 2767.91 ms
[2022-03-11 00:21:50 main:574] : INFO : Epoch 1562 | loss: 0.0312287 | val_loss: 0.0312286 | Time: 2796.24 ms
[2022-03-11 00:21:53 main:574] : INFO : Epoch 1563 | loss: 0.0312282 | val_loss: 0.0312286 | Time: 2758.78 ms
[2022-03-11 00:21:56 main:574] : INFO : Epoch 1564 | loss: 0.0312277 | val_loss: 0.0312273 | Time: 2788.37 ms
[2022-03-11 00:21:59 main:574] : INFO : Epoch 1565 | loss: 0.0312277 | val_loss: 0.0312264 | Time: 2783.87 ms
[2022-03-11 00:22:01 main:574] : INFO : Epoch 1566 | loss: 0.0312268 | val_loss: 0.0312256 | Time: 2791.34 ms
[2022-03-11 00:22:04 main:574] : INFO : Epoch 1567 | loss: 0.031226 | val_loss: 0.0312256 | Time: 2792.47 ms
[2022-03-11 00:22:07 main:574] : INFO : Epoch 1568 | loss: 0.0312257 | val_loss: 0.0312246 | Time: 2782.82 ms
[2022-03-11 00:22:10 main:574] : INFO : Epoch 1569 | loss: 0.0312259 | val_loss: 0.0312282 | Time: 2781.33 ms
[2022-03-11 00:22:13 main:574] : INFO : Epoch 1570 | loss: 0.031227 | val_loss: 0.0312252 | Time: 2769.59 ms
[2022-03-11 00:22:15 main:574] : INFO : Epoch 1571 | loss: 0.0312242 | val_loss: 0.0312238 | Time: 2765.79 ms
[2022-03-11 00:22:18 main:574] : INFO : Epoch 1572 | loss: 0.0312234 | val_loss: 0.0312239 | Time: 2783.16 ms
[2022-03-11 00:22:21 main:574] : INFO : Epoch 1573 | loss: 0.0312235 | val_loss: 0.0312224 | Time: 2785.18 ms
[2022-03-11 00:22:24 main:574] : INFO : Epoch 1574 | loss: 0.0312231 | val_loss: 0.0312222 | Time: 2755.3 ms
[2022-03-11 00:22:27 main:574] : INFO : Epoch 1575 | loss: 0.0312222 | val_loss: 0.0312219 | Time: 2778.54 ms
[2022-03-11 00:22:29 main:574] : INFO : Epoch 1576 | loss: 0.0312226 | val_loss: 0.0312217 | Time: 2782.89 ms
[2022-03-11 00:22:32 main:574] : INFO : Epoch 1577 | loss: 0.0312205 | val_loss: 0.03122 | Time: 2784.83 ms
[2022-03-11 00:22:35 main:574] : INFO : Epoch 1578 | loss: 0.0312195 | val_loss: 0.0312188 | Time: 2775.12 ms
[2022-03-11 00:22:38 main:574] : INFO : Epoch 1579 | loss: 0.0312185 | val_loss: 0.0312171 | Time: 2770.43 ms
[2022-03-11 00:22:40 main:574] : INFO : Epoch 1580 | loss: 0.0312167 | val_loss: 0.0312166 | Time: 2786.33 ms
[2022-03-11 00:22:43 main:574] : INFO : Epoch 1581 | loss: 0.0312155 | val_loss: 0.0312156 | Time: 2786.31 ms
[2022-03-11 00:22:46 main:574] : INFO : Epoch 1582 | loss: 0.0312135 | val_loss: 0.0312138 | Time: 2783.41 ms
[2022-03-11 00:22:49 main:574] : INFO : Epoch 1583 | loss: 0.0312134 | val_loss: 0.0312159 | Time: 2778.84 ms
[2022-03-11 00:22:52 main:574] : INFO : Epoch 1584 | loss: 0.0312131 | val_loss: 0.0312152 | Time: 2796.92 ms
[2022-03-11 00:22:54 main:574] : INFO : Epoch 1585 | loss: 0.0312121 | val_loss: 0.0312158 | Time: 2775.98 ms
[2022-03-11 00:22:57 main:574] : INFO : Epoch 1586 | loss: 0.0312115 | val_loss: 0.0312131 | Time: 2771.64 ms
[2022-03-11 00:23:00 main:574] : INFO : Epoch 1587 | loss: 0.0312102 | val_loss: 0.031212 | Time: 2772.64 ms
[2022-03-11 00:23:03 main:574] : INFO : Epoch 1588 | loss: 0.0312102 | val_loss: 0.0312126 | Time: 2774.98 ms
[2022-03-11 00:23:05 main:574] : INFO : Epoch 1589 | loss: 0.0312105 | val_loss: 0.031211 | Time: 2780.11 ms
[2022-03-11 00:23:08 main:574] : INFO : Epoch 1590 | loss: 0.0312106 | val_loss: 0.0312128 | Time: 2784.57 ms
[2022-03-11 00:23:11 main:574] : INFO : Epoch 1591 | loss: 0.0312095 | val_loss: 0.0312069 | Time: 2778.7 ms
[2022-03-11 00:23:14 main:574] : INFO : Epoch 1592 | loss: 0.031206 | val_loss: 0.0312058 | Time: 2772.11 ms
[2022-03-11 00:23:17 main:574] : INFO : Epoch 1593 | loss: 0.0312047 | val_loss: 0.0312072 | Time: 2790.08 ms
[2022-03-11 00:23:19 main:574] : INFO : Epoch 1594 | loss: 0.0312053 | val_loss: 0.031204 | Time: 2769.44 ms
[2022-03-11 00:23:22 main:574] : INFO : Epoch 1595 | loss: 0.0312044 | val_loss: 0.03121 | Time: 2779.37 ms
[2022-03-11 00:23:25 main:574] : INFO : Epoch 1596 | loss: 0.0312036 | val_loss: 0.0312042 | Time: 2790.47 ms
[2022-03-11 00:23:28 main:574] : INFO : Epoch 1597 | loss: 0.0312049 | val_loss: 0.0312027 | Time: 2774.43 ms
[2022-03-11 00:23:31 main:574] : INFO : Epoch 1598 | loss: 0.0312079 | val_loss: 0.0312035 | Time: 2794.69 ms
[2022-03-11 00:23:33 main:574] : INFO : Epoch 1599 | loss: 0.0312023 | val_loss: 0.031205 | Time: 2776.63 ms
[2022-03-11 00:23:36 main:574] : INFO : Epoch 1600 | loss: 0.0312018 | val_loss: 0.0312015 | Time: 2798.46 ms
[2022-03-11 00:23:39 main:574] : INFO : Epoch 1601 | loss: 0.0312006 | val_loss: 0.0312009 | Time: 2790.48 ms
[2022-03-11 00:23:42 main:574] : INFO : Epoch 1602 | loss: 0.0312004 | val_loss: 0.0312046 | Time: 2787.91 ms
[2022-03-11 00:23:45 main:574] : INFO : Epoch 1603 | loss: 0.0312011 | val_loss: 0.031205 | Time: 2785.37 ms
[2022-03-11 00:23:47 main:574] : INFO : Epoch 1604 | loss: 0.0312011 | val_loss: 0.0312035 | Time: 2784.47 ms
[2022-03-11 00:23:50 main:574] : INFO : Epoch 1605 | loss: 0.0312007 | val_loss: 0.0312051 | Time: 2797.68 ms
[2022-03-11 00:23:53 main:574] : INFO : Epoch 1606 | loss: 0.0312006 | val_loss: 0.0312012 | Time: 2786.92 ms
[2022-03-11 00:23:56 main:574] : INFO : Epoch 1607 | loss: 0.0311993 | val_loss: 0.0312004 | Time: 2783.54 ms
[2022-03-11 00:23:58 main:574] : INFO : Epoch 1608 | loss: 0.0311981 | val_loss: 0.0312006 | Time: 2769.08 ms
[2022-03-11 00:24:01 main:574] : INFO : Epoch 1609 | loss: 0.0311976 | val_loss: 0.0311997 | Time: 2782.22 ms
[2022-03-11 00:24:04 main:574] : INFO : Epoch 1610 | loss: 0.0311973 | val_loss: 0.0311996 | Time: 2758.72 ms
[2022-03-11 00:24:07 main:574] : INFO : Epoch 1611 | loss: 0.0311973 | val_loss: 0.0312009 | Time: 2780.01 ms
[2022-03-11 00:24:10 main:574] : INFO : Epoch 1612 | loss: 0.0311968 | val_loss: 0.0311995 | Time: 2773.33 ms
[2022-03-11 00:24:12 main:574] : INFO : Epoch 1613 | loss: 0.0311975 | val_loss: 0.0312009 | Time: 2795.61 ms
[2022-03-11 00:24:15 main:574] : INFO : Epoch 1614 | loss: 0.0311978 | val_loss: 0.0312013 | Time: 2798.12 ms
[2022-03-11 00:24:18 main:574] : INFO : Epoch 1615 | loss: 0.0311963 | val_loss: 0.0311993 | Time: 2793.49 ms
[2022-03-11 00:24:21 main:574] : INFO : Epoch 1616 | loss: 0.0311957 | val_loss: 0.0311993 | Time: 2770.22 ms
[2022-03-11 00:24:24 main:574] : INFO : Epoch 1617 | loss: 0.0311955 | val_loss: 0.0311991 | Time: 2793.04 ms
[2022-03-11 00:24:26 main:574] : INFO : Epoch 1618 | loss: 0.0311954 | val_loss: 0.0311992 | Time: 2791.19 ms
[2022-03-11 00:24:29 main:574] : INFO : Epoch 1619 | loss: 0.0311955 | val_loss: 0.0311996 | Time: 2790.73 ms
[2022-03-11 00:24:32 main:574] : INFO : Epoch 1620 | loss: 0.0311969 | val_loss: 0.031199 | Time: 2793.09 ms
[2022-03-11 00:24:35 main:574] : INFO : Epoch 1621 | loss: 0.0311961 | val_loss: 0.0312023 | Time: 2803.03 ms
[2022-03-11 00:24:38 main:574] : INFO : Epoch 1622 | loss: 0.0311951 | val_loss: 0.0312002 | Time: 2802.27 ms
[2022-03-11 00:24:40 main:574] : INFO : Epoch 1623 | loss: 0.0311944 | val_loss: 0.0312001 | Time: 2813.91 ms
[2022-03-11 00:24:43 main:574] : INFO : Epoch 1624 | loss: 0.0311946 | val_loss: 0.0312035 | Time: 2808.45 ms
[2022-03-11 00:24:46 main:574] : INFO : Epoch 1625 | loss: 0.0311968 | val_loss: 0.0312003 | Time: 2819.03 ms
[2022-03-11 00:24:49 main:574] : INFO : Epoch 1626 | loss: 0.0311945 | val_loss: 0.0312008 | Time: 2822.88 ms
[2022-03-11 00:24:52 main:574] : INFO : Epoch 1627 | loss: 0.0311949 | val_loss: 0.0312 | Time: 2825.39 ms
[2022-03-11 00:24:54 main:574] : INFO : Epoch 1628 | loss: 0.0311965 | val_loss: 0.0312056 | Time: 2802.72 ms
[2022-03-11 00:24:57 main:574] : INFO : Epoch 1629 | loss: 0.0311979 | val_loss: 0.031202 | Time: 2812.35 ms
[2022-03-11 00:25:00 main:574] : INFO : Epoch 1630 | loss: 0.0311958 | val_loss: 0.031199 | Time: 2812.71 ms
[2022-03-11 00:25:03 main:574] : INFO : Epoch 1631 | loss: 0.0311945 | val_loss: 0.0312009 | Time: 2814.62 ms
[2022-03-11 00:25:06 main:574] : INFO : Epoch 1632 | loss: 0.0311956 | val_loss: 0.0311996 | Time: 2804.89 ms
[2022-03-11 00:25:09 main:574] : INFO : Epoch 1633 | loss: 0.031194 | val_loss: 0.0312006 | Time: 2809.68 ms
[2022-03-11 00:25:11 main:574] : INFO : Epoch 1634 | loss: 0.0311939 | val_loss: 0.0311974 | Time: 2798.22 ms
[2022-03-11 00:25:14 main:574] : INFO : Epoch 1635 | loss: 0.0311931 | val_loss: 0.0311984 | Time: 2812.47 ms
[2022-03-11 00:25:17 main:574] : INFO : Epoch 1636 | loss: 0.031195 | val_loss: 0.0312016 | Time: 2802.9 ms
[2022-03-11 00:25:20 main:574] : INFO : Epoch 1637 | loss: 0.0311938 | val_loss: 0.0311976 | Time: 2808.79 ms
[2022-03-11 00:25:23 main:574] : INFO : Epoch 1638 | loss: 0.0311921 | val_loss: 0.031198 | Time: 2802.06 ms
[2022-03-11 00:25:25 main:574] : INFO : Epoch 1639 | loss: 0.0311932 | val_loss: 0.0312004 | Time: 2807.93 ms
[2022-03-11 00:25:28 main:574] : INFO : Epoch 1640 | loss: 0.0311923 | val_loss: 0.0311994 | Time: 2809.26 ms
[2022-03-11 00:25:31 main:574] : INFO : Epoch 1641 | loss: 0.0311921 | val_loss: 0.031197 | Time: 2810.11 ms
[2022-03-11 00:25:34 main:574] : INFO : Epoch 1642 | loss: 0.0311927 | val_loss: 0.0311997 | Time: 2792.07 ms
[2022-03-11 00:25:37 main:574] : INFO : Epoch 1643 | loss: 0.031193 | val_loss: 0.0311979 | Time: 2808.2 ms
[2022-03-11 00:25:39 main:574] : INFO : Epoch 1644 | loss: 0.0311929 | val_loss: 0.0312017 | Time: 2802.6 ms
[2022-03-11 00:25:42 main:574] : INFO : Epoch 1645 | loss: 0.0311915 | val_loss: 0.0311983 | Time: 2812.25 ms
[2022-03-11 00:25:45 main:574] : INFO : Epoch 1646 | loss: 0.0311914 | val_loss: 0.0311969 | Time: 2808.3 ms
[2022-03-11 00:25:48 main:574] : INFO : Epoch 1647 | loss: 0.0311929 | val_loss: 0.0312056 | Time: 2816.41 ms
[2022-03-11 00:25:51 main:574] : INFO : Epoch 1648 | loss: 0.0311926 | val_loss: 0.0311976 | Time: 2798 ms
[2022-03-11 00:25:53 main:574] : INFO : Epoch 1649 | loss: 0.0311911 | val_loss: 0.0311994 | Time: 2814.34 ms
[2022-03-11 00:25:56 main:574] : INFO : Epoch 1650 | loss: 0.0311915 | val_loss: 0.0311984 | Time: 2814.01 ms
[2022-03-11 00:25:59 main:574] : INFO : Epoch 1651 | loss: 0.0311918 | val_loss: 0.0311997 | Time: 2816.99 ms
[2022-03-11 00:26:02 main:574] : INFO : Epoch 1652 | loss: 0.0311922 | val_loss: 0.0311977 | Time: 2789.48 ms
[2022-03-11 00:26:05 main:574] : INFO : Epoch 1653 | loss: 0.0311905 | val_loss: 0.0311955 | Time: 2793.71 ms
[2022-03-11 00:26:08 main:574] : INFO : Epoch 1654 | loss: 0.0311914 | val_loss: 0.0311992 | Time: 2803.65 ms
[2022-03-11 00:26:10 main:574] : INFO : Epoch 1655 | loss: 0.031193 | val_loss: 0.0311964 | Time: 2783.04 ms
[2022-03-11 00:26:13 main:574] : INFO : Epoch 1656 | loss: 0.0311944 | val_loss: 0.0311991 | Time: 2791.43 ms
[2022-03-11 00:26:16 main:574] : INFO : Epoch 1657 | loss: 0.0311934 | val_loss: 0.0311998 | Time: 2754.84 ms
[2022-03-11 00:26:19 main:574] : INFO : Epoch 1658 | loss: 0.0311903 | val_loss: 0.0311979 | Time: 2773.18 ms
[2022-03-11 00:26:21 main:574] : INFO : Epoch 1659 | loss: 0.0311902 | val_loss: 0.031197 | Time: 2788.56 ms
[2022-03-11 00:26:24 main:574] : INFO : Epoch 1660 | loss: 0.0311905 | val_loss: 0.0311981 | Time: 2782.52 ms
[2022-03-11 00:26:27 main:574] : INFO : Epoch 1661 | loss: 0.0311904 | val_loss: 0.0311995 | Time: 2782.86 ms
[2022-03-11 00:26:30 main:574] : INFO : Epoch 1662 | loss: 0.0311912 | val_loss: 0.0311972 | Time: 2780.79 ms
[2022-03-11 00:26:33 main:574] : INFO : Epoch 1663 | loss: 0.0311904 | val_loss: 0.0311963 | Time: 2793.44 ms
[2022-03-11 00:26:35 main:574] : INFO : Epoch 1664 | loss: 0.0311901 | val_loss: 0.0311993 | Time: 2799.43 ms
[2022-03-11 00:26:38 main:574] : INFO : Epoch 1665 | loss: 0.0311924 | val_loss: 0.0312001 | Time: 2768.67 ms
[2022-03-11 00:26:41 main:574] : INFO : Epoch 1666 | loss: 0.0311914 | val_loss: 0.0312007 | Time: 2787.9 ms
[2022-03-11 00:26:44 main:574] : INFO : Epoch 1667 | loss: 0.0311927 | val_loss: 0.0312018 | Time: 2793.54 ms
[2022-03-11 00:26:47 main:574] : INFO : Epoch 1668 | loss: 0.0311902 | val_loss: 0.0311967 | Time: 2782.37 ms
[2022-03-11 00:26:49 main:574] : INFO : Epoch 1669 | loss: 0.0311917 | val_loss: 0.0312071 | Time: 2774.95 ms
[2022-03-11 00:26:52 main:574] : INFO : Epoch 1670 | loss: 0.0311949 | val_loss: 0.0312015 | Time: 2781.93 ms
[2022-03-11 00:26:55 main:574] : INFO : Epoch 1671 | loss: 0.0311936 | val_loss: 0.0311986 | Time: 2806.08 ms
[2022-03-11 00:26:58 main:574] : INFO : Epoch 1672 | loss: 0.031195 | val_loss: 0.0311972 | Time: 2781.19 ms
[2022-03-11 00:27:00 main:574] : INFO : Epoch 1673 | loss: 0.0311927 | val_loss: 0.0311954 | Time: 2773.88 ms
[2022-03-11 00:27:03 main:574] : INFO : Epoch 1674 | loss: 0.0311924 | val_loss: 0.0311953 | Time: 2763.63 ms
[2022-03-11 00:27:06 main:574] : INFO : Epoch 1675 | loss: 0.0311907 | val_loss: 0.0311959 | Time: 2784.5 ms
[2022-03-11 00:27:09 main:574] : INFO : Epoch 1676 | loss: 0.0311905 | val_loss: 0.0311955 | Time: 2770.8 ms
[2022-03-11 00:27:12 main:574] : INFO : Epoch 1677 | loss: 0.0311897 | val_loss: 0.0311953 | Time: 2794.94 ms
[2022-03-11 00:27:14 main:574] : INFO : Epoch 1678 | loss: 0.0311898 | val_loss: 0.0311965 | Time: 2786.17 ms
[2022-03-11 00:27:17 main:574] : INFO : Epoch 1679 | loss: 0.0311894 | val_loss: 0.0311961 | Time: 2794.2 ms
[2022-03-11 00:27:20 main:574] : INFO : Epoch 1680 | loss: 0.0311901 | val_loss: 0.0311968 | Time: 2780.57 ms
[2022-03-11 00:27:23 main:574] : INFO : Epoch 1681 | loss: 0.0311889 | val_loss: 0.0311986 | Time: 2767.16 ms
[2022-03-11 00:27:26 main:574] : INFO : Epoch 1682 | loss: 0.0311877 | val_loss: 0.0311886 | Time: 2777.11 ms
[2022-03-11 00:27:28 main:574] : INFO : Epoch 1683 | loss: 0.0311795 | val_loss: 0.031185 | Time: 2798.48 ms
[2022-03-11 00:27:31 main:574] : INFO : Epoch 1684 | loss: 0.0311792 | val_loss: 0.0311871 | Time: 2781.78 ms
[2022-03-11 00:27:34 main:574] : INFO : Epoch 1685 | loss: 0.031178 | val_loss: 0.0311891 | Time: 2782.65 ms
[2022-03-11 00:27:37 main:574] : INFO : Epoch 1686 | loss: 0.0311788 | val_loss: 0.0311914 | Time: 2773.77 ms
[2022-03-11 00:27:39 main:574] : INFO : Epoch 1687 | loss: 0.0311798 | val_loss: 0.031188 | Time: 2759.32 ms
[2022-03-11 00:27:42 main:574] : INFO : Epoch 1688 | loss: 0.0311771 | val_loss: 0.0311876 | Time: 2789.89 ms
[2022-03-11 00:27:45 main:574] : INFO : Epoch 1689 | loss: 0.0311766 | val_loss: 0.0311843 | Time: 2776.14 ms
[2022-03-11 00:27:48 main:574] : INFO : Epoch 1690 | loss: 0.0311753 | val_loss: 0.0311863 | Time: 2774.7 ms
[2022-03-11 00:27:51 main:574] : INFO : Epoch 1691 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 2766.19 ms
[2022-03-11 00:27:53 main:574] : INFO : Epoch 1692 | loss: 0.0311749 | val_loss: 0.0311859 | Time: 2783.58 ms
[2022-03-11 00:27:56 main:574] : INFO : Epoch 1693 | loss: 0.031175 | val_loss: 0.0311886 | Time: 2793.68 ms
[2022-03-11 00:27:59 main:574] : INFO : Epoch 1694 | loss: 0.0311737 | val_loss: 0.0311846 | Time: 2789.24 ms
[2022-03-11 00:28:02 main:574] : INFO : Epoch 1695 | loss: 0.0311747 | val_loss: 0.0311831 | Time: 2783.07 ms
[2022-03-11 00:28:05 main:574] : INFO : Epoch 1696 | loss: 0.0311741 | val_loss: 0.0311859 | Time: 2805.16 ms
[2022-03-11 00:28:07 main:574] : INFO : Epoch 1697 | loss: 0.0311746 | val_loss: 0.0311873 | Time: 2774.13 ms
[2022-03-11 00:28:10 main:574] : INFO : Epoch 1698 | loss: 0.031176 | val_loss: 0.0311835 | Time: 2784.86 ms
[2022-03-11 00:28:13 main:574] : INFO : Epoch 1699 | loss: 0.0311733 | val_loss: 0.031183 | Time: 2798.26 ms
[2022-03-11 00:28:16 main:574] : INFO : Epoch 1700 | loss: 0.0311716 | val_loss: 0.0311826 | Time: 2781.27 ms
[2022-03-11 00:28:18 main:574] : INFO : Epoch 1701 | loss: 0.0311716 | val_loss: 0.0311832 | Time: 2752.23 ms
[2022-03-11 00:28:21 main:574] : INFO : Epoch 1702 | loss: 0.0311735 | val_loss: 0.0311837 | Time: 2771.1 ms
[2022-03-11 00:28:24 main:574] : INFO : Epoch 1703 | loss: 0.0311701 | val_loss: 0.0311844 | Time: 2781.23 ms
[2022-03-11 00:28:27 main:574] : INFO : Epoch 1704 | loss: 0.0311706 | val_loss: 0.0311804 | Time: 2786.88 ms
[2022-03-11 00:28:30 main:574] : INFO : Epoch 1705 | loss: 0.0311697 | val_loss: 0.0311811 | Time: 2791.73 ms
[2022-03-11 00:28:32 main:574] : INFO : Epoch 1706 | loss: 0.0311694 | val_loss: 0.0311836 | Time: 2775.41 ms
[2022-03-11 00:28:35 main:574] : INFO : Epoch 1707 | loss: 0.0311712 | val_loss: 0.0311832 | Time: 2787.51 ms
[2022-03-11 00:28:38 main:574] : INFO : Epoch 1708 | loss: 0.031171 | val_loss: 0.0311885 | Time: 2796.45 ms
[2022-03-11 00:28:41 main:574] : INFO : Epoch 1709 | loss: 0.031173 | val_loss: 0.0311825 | Time: 2798.14 ms
[2022-03-11 00:28:43 main:574] : INFO : Epoch 1710 | loss: 0.0311712 | val_loss: 0.0311833 | Time: 2747.07 ms
[2022-03-11 00:28:46 main:574] : INFO : Epoch 1711 | loss: 0.0311695 | val_loss: 0.0311827 | Time: 2787.06 ms
[2022-03-11 00:28:49 main:574] : INFO : Epoch 1712 | loss: 0.0311695 | val_loss: 0.0311867 | Time: 2789.93 ms
[2022-03-11 00:28:52 main:574] : INFO : Epoch 1713 | loss: 0.0311681 | val_loss: 0.0311823 | Time: 2794.72 ms
[2022-03-11 00:28:55 main:574] : INFO : Epoch 1714 | loss: 0.0311689 | val_loss: 0.031183 | Time: 2792.8 ms
[2022-03-11 00:28:57 main:574] : INFO : Epoch 1715 | loss: 0.031168 | val_loss: 0.0311838 | Time: 2791.36 ms
[2022-03-11 00:29:00 main:574] : INFO : Epoch 1716 | loss: 0.0311691 | val_loss: 0.0311811 | Time: 2781.19 ms
[2022-03-11 00:29:03 main:574] : INFO : Epoch 1717 | loss: 0.0311679 | val_loss: 0.0311826 | Time: 2798.59 ms
[2022-03-11 00:29:06 main:574] : INFO : Epoch 1718 | loss: 0.031169 | val_loss: 0.0311829 | Time: 2791.74 ms
[2022-03-11 00:29:09 main:574] : INFO : Epoch 1719 | loss: 0.0311705 | val_loss: 0.0311832 | Time: 2791.46 ms
[2022-03-11 00:29:11 main:574] : INFO : Epoch 1720 | loss: 0.0311698 | val_loss: 0.0311797 | Time: 2775.46 ms
[2022-03-11 00:29:14 main:574] : INFO : Epoch 1721 | loss: 0.0311677 | val_loss: 0.0311804 | Time: 2777.44 ms
[2022-03-11 00:29:17 main:574] : INFO : Epoch 1722 | loss: 0.0311673 | val_loss: 0.0311808 | Time: 2782.94 ms
[2022-03-11 00:29:20 main:574] : INFO : Epoch 1723 | loss: 0.0311671 | val_loss: 0.0311801 | Time: 2783.92 ms
[2022-03-11 00:29:23 main:574] : INFO : Epoch 1724 | loss: 0.0311671 | val_loss: 0.0311828 | Time: 2766.17 ms
[2022-03-11 00:29:25 main:574] : INFO : Epoch 1725 | loss: 0.0311677 | val_loss: 0.0311796 | Time: 2787.15 ms
[2022-03-11 00:29:28 main:574] : INFO : Epoch 1726 | loss: 0.0311676 | val_loss: 0.0311811 | Time: 2807.41 ms
[2022-03-11 00:29:31 main:574] : INFO : Epoch 1727 | loss: 0.0311675 | val_loss: 0.0311816 | Time: 2765.22 ms
[2022-03-11 00:29:34 main:574] : INFO : Epoch 1728 | loss: 0.0311659 | val_loss: 0.03118 | Time: 2788.81 ms
[2022-03-11 00:29:36 main:574] : INFO : Epoch 1729 | loss: 0.0311662 | val_loss: 0.0311849 | Time: 2775.6 ms
[2022-03-11 00:29:39 main:574] : INFO : Epoch 1730 | loss: 0.0311678 | val_loss: 0.0311816 | Time: 2803.21 ms
[2022-03-11 00:29:42 main:574] : INFO : Epoch 1731 | loss: 0.0311672 | val_loss: 0.0311792 | Time: 2782.08 ms
[2022-03-11 00:29:45 main:574] : INFO : Epoch 1732 | loss: 0.0311657 | val_loss: 0.0311823 | Time: 2771.45 ms
[2022-03-11 00:29:48 main:574] : INFO : Epoch 1733 | loss: 0.0311694 | val_loss: 0.0311818 | Time: 2771.09 ms
[2022-03-11 00:29:50 main:574] : INFO : Epoch 1734 | loss: 0.0311661 | val_loss: 0.0311818 | Time: 2780.57 ms
[2022-03-11 00:29:53 main:574] : INFO : Epoch 1735 | loss: 0.0311656 | val_loss: 0.0311764 | Time: 2795.26 ms
[2022-03-11 00:29:56 main:574] : INFO : Epoch 1736 | loss: 0.0311655 | val_loss: 0.0311762 | Time: 2791.88 ms
[2022-03-11 00:29:59 main:574] : INFO : Epoch 1737 | loss: 0.0311655 | val_loss: 0.0311819 | Time: 2771.54 ms
[2022-03-11 00:30:02 main:574] : INFO : Epoch 1738 | loss: 0.031168 | val_loss: 0.0311762 | Time: 2779.9 ms
[2022-03-11 00:30:04 main:574] : INFO : Epoch 1739 | loss: 0.0311678 | val_loss: 0.0311776 | Time: 2766.75 ms
[2022-03-11 00:30:07 main:574] : INFO : Epoch 1740 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 2787.11 ms
[2022-03-11 00:30:10 main:574] : INFO : Epoch 1741 | loss: 0.0311646 | val_loss: 0.0311802 | Time: 2773.71 ms
[2022-03-11 00:30:13 main:574] : INFO : Epoch 1742 | loss: 0.0311664 | val_loss: 0.031179 | Time: 2793.78 ms
[2022-03-11 00:30:15 main:574] : INFO : Epoch 1743 | loss: 0.0311665 | val_loss: 0.0311757 | Time: 2786.28 ms
[2022-03-11 00:30:18 main:574] : INFO : Epoch 1744 | loss: 0.0311673 | val_loss: 0.031183 | Time: 2799.37 ms
[2022-03-11 00:30:21 main:574] : INFO : Epoch 1745 | loss: 0.0311692 | val_loss: 0.0311775 | Time: 2785.24 ms
[2022-03-11 00:30:24 main:574] : INFO : Epoch 1746 | loss: 0.0311644 | val_loss: 0.0311754 | Time: 2767.65 ms
[2022-03-11 00:30:27 main:574] : INFO : Epoch 1747 | loss: 0.0311644 | val_loss: 0.0311775 | Time: 2781.3 ms
[2022-03-11 00:30:29 main:574] : INFO : Epoch 1748 | loss: 0.0311673 | val_loss: 0.031176 | Time: 2794.06 ms
[2022-03-11 00:30:32 main:574] : INFO : Epoch 1749 | loss: 0.031165 | val_loss: 0.031173 | Time: 2787.83 ms
[2022-03-11 00:30:35 main:574] : INFO : Epoch 1750 | loss: 0.0311647 | val_loss: 0.0311823 | Time: 2789.16 ms
[2022-03-11 00:30:38 main:574] : INFO : Epoch 1751 | loss: 0.0311664 | val_loss: 0.0311837 | Time: 2809.29 ms
[2022-03-11 00:30:41 main:574] : INFO : Epoch 1752 | loss: 0.0311672 | val_loss: 0.0311781 | Time: 2760.48 ms
[2022-03-11 00:30:43 main:574] : INFO : Epoch 1753 | loss: 0.0311645 | val_loss: 0.031175 | Time: 2783.84 ms
[2022-03-11 00:30:46 main:574] : INFO : Epoch 1754 | loss: 0.0311627 | val_loss: 0.0311866 | Time: 2782.36 ms
[2022-03-11 00:30:49 main:574] : INFO : Epoch 1755 | loss: 0.0311623 | val_loss: 0.0311779 | Time: 2787.92 ms
[2022-03-11 00:30:52 main:574] : INFO : Epoch 1756 | loss: 0.0311648 | val_loss: 0.0311817 | Time: 2793.66 ms
[2022-03-11 00:30:55 main:574] : INFO : Epoch 1757 | loss: 0.0311666 | val_loss: 0.0311851 | Time: 2776.27 ms
[2022-03-11 00:30:57 main:574] : INFO : Epoch 1758 | loss: 0.0311638 | val_loss: 0.0311791 | Time: 2793.82 ms
[2022-03-11 00:31:00 main:574] : INFO : Epoch 1759 | loss: 0.0311635 | val_loss: 0.0311798 | Time: 2786.2 ms
[2022-03-11 00:31:03 main:574] : INFO : Epoch 1760 | loss: 0.0311653 | val_loss: 0.031176 | Time: 2778.26 ms
[2022-03-11 00:31:06 main:574] : INFO : Epoch 1761 | loss: 0.0311678 | val_loss: 0.0311735 | Time: 2779.78 ms
[2022-03-11 00:31:08 main:574] : INFO : Epoch 1762 | loss: 0.0311623 | val_loss: 0.0311782 | Time: 2778.68 ms
[2022-03-11 00:31:11 main:574] : INFO : Epoch 1763 | loss: 0.0311625 | val_loss: 0.0311774 | Time: 2793.53 ms
[2022-03-11 00:31:14 main:574] : INFO : Epoch 1764 | loss: 0.0311628 | val_loss: 0.0311787 | Time: 2784.53 ms
[2022-03-11 00:31:17 main:574] : INFO : Epoch 1765 | loss: 0.0311629 | val_loss: 0.0311782 | Time: 2785.13 ms
[2022-03-11 00:31:20 main:574] : INFO : Epoch 1766 | loss: 0.0311636 | val_loss: 0.0311734 | Time: 2775.71 ms
[2022-03-11 00:31:22 main:574] : INFO : Epoch 1767 | loss: 0.0311675 | val_loss: 0.0311781 | Time: 2793.95 ms
[2022-03-11 00:31:25 main:574] : INFO : Epoch 1768 | loss: 0.0311733 | val_loss: 0.0311752 | Time: 2778.67 ms
[2022-03-11 00:31:28 main:574] : INFO : Epoch 1769 | loss: 0.031167 | val_loss: 0.0311754 | Time: 2785.36 ms
[2022-03-11 00:31:31 main:574] : INFO : Epoch 1770 | loss: 0.0311626 | val_loss: 0.0311741 | Time: 2782.6 ms
[2022-03-11 00:31:34 main:574] : INFO : Epoch 1771 | loss: 0.0311647 | val_loss: 0.0311732 | Time: 2799.67 ms
[2022-03-11 00:31:36 main:574] : INFO : Epoch 1772 | loss: 0.0311625 | val_loss: 0.0311737 | Time: 2800.32 ms
[2022-03-11 00:31:39 main:574] : INFO : Epoch 1773 | loss: 0.0311622 | val_loss: 0.0311717 | Time: 2768.52 ms
[2022-03-11 00:31:42 main:574] : INFO : Epoch 1774 | loss: 0.0311614 | val_loss: 0.0311736 | Time: 2789.58 ms
[2022-03-11 00:31:45 main:574] : INFO : Epoch 1775 | loss: 0.0311626 | val_loss: 0.0311726 | Time: 2777.46 ms
[2022-03-11 00:31:48 main:574] : INFO : Epoch 1776 | loss: 0.0311596 | val_loss: 0.0311731 | Time: 2798.11 ms
[2022-03-11 00:31:50 main:574] : INFO : Epoch 1777 | loss: 0.0311609 | val_loss: 0.0311744 | Time: 2774.68 ms
[2022-03-11 00:31:53 main:574] : INFO : Epoch 1778 | loss: 0.0311599 | val_loss: 0.0311733 | Time: 2785.84 ms
[2022-03-11 00:31:56 main:574] : INFO : Epoch 1779 | loss: 0.0311597 | val_loss: 0.0311714 | Time: 2778.32 ms
[2022-03-11 00:31:59 main:574] : INFO : Epoch 1780 | loss: 0.0311603 | val_loss: 0.0311713 | Time: 2783.09 ms
[2022-03-11 00:32:01 main:574] : INFO : Epoch 1781 | loss: 0.0311606 | val_loss: 0.031169 | Time: 2771.09 ms
[2022-03-11 00:32:04 main:574] : INFO : Epoch 1782 | loss: 0.0311616 | val_loss: 0.0311694 | Time: 2798.63 ms
[2022-03-11 00:32:07 main:574] : INFO : Epoch 1783 | loss: 0.0311634 | val_loss: 0.0311747 | Time: 2789 ms
[2022-03-11 00:32:10 main:574] : INFO : Epoch 1784 | loss: 0.031165 | val_loss: 0.0311726 | Time: 2796.68 ms
[2022-03-11 00:32:13 main:574] : INFO : Epoch 1785 | loss: 0.0311611 | val_loss: 0.0311733 | Time: 2787.72 ms
[2022-03-11 00:32:15 main:574] : INFO : Epoch 1786 | loss: 0.0311586 | val_loss: 0.0311744 | Time: 2779.04 ms
[2022-03-11 00:32:18 main:574] : INFO : Epoch 1787 | loss: 0.0311573 | val_loss: 0.0311716 | Time: 2790.59 ms
[2022-03-11 00:32:21 main:574] : INFO : Epoch 1788 | loss: 0.03116 | val_loss: 0.0311726 | Time: 2796.43 ms
[2022-03-11 00:32:24 main:574] : INFO : Epoch 1789 | loss: 0.0311576 | val_loss: 0.03117 | Time: 2780.86 ms
[2022-03-11 00:32:27 main:574] : INFO : Epoch 1790 | loss: 0.0311574 | val_loss: 0.031176 | Time: 2795.25 ms
[2022-03-11 00:32:29 main:574] : INFO : Epoch 1791 | loss: 0.031162 | val_loss: 0.0311762 | Time: 2765.66 ms
[2022-03-11 00:32:32 main:574] : INFO : Epoch 1792 | loss: 0.0311645 | val_loss: 0.0311763 | Time: 2789.6 ms
[2022-03-11 00:32:35 main:574] : INFO : Epoch 1793 | loss: 0.0311587 | val_loss: 0.0311719 | Time: 2774.69 ms
[2022-03-11 00:32:38 main:574] : INFO : Epoch 1794 | loss: 0.0311578 | val_loss: 0.0311725 | Time: 2796.49 ms
[2022-03-11 00:32:41 main:574] : INFO : Epoch 1795 | loss: 0.0311592 | val_loss: 0.0311703 | Time: 2806.13 ms
[2022-03-11 00:32:43 main:574] : INFO : Epoch 1796 | loss: 0.0311559 | val_loss: 0.031172 | Time: 2791.27 ms
[2022-03-11 00:32:46 main:574] : INFO : Epoch 1797 | loss: 0.0311561 | val_loss: 0.0311701 | Time: 2781.1 ms
[2022-03-11 00:32:49 main:574] : INFO : Epoch 1798 | loss: 0.0311606 | val_loss: 0.0311716 | Time: 2780.34 ms
[2022-03-11 00:32:52 main:574] : INFO : Epoch 1799 | loss: 0.0311618 | val_loss: 0.0311734 | Time: 2788.1 ms
[2022-03-11 00:32:54 main:574] : INFO : Epoch 1800 | loss: 0.0311616 | val_loss: 0.031172 | Time: 2787.8 ms
[2022-03-11 00:32:57 main:574] : INFO : Epoch 1801 | loss: 0.031159 | val_loss: 0.031172 | Time: 2800.6 ms
[2022-03-11 00:33:00 main:574] : INFO : Epoch 1802 | loss: 0.0311583 | val_loss: 0.0311718 | Time: 2795.03 ms
[2022-03-11 00:33:03 main:574] : INFO : Epoch 1803 | loss: 0.0311572 | val_loss: 0.0311792 | Time: 2792.2 ms
[2022-03-11 00:33:06 main:574] : INFO : Epoch 1804 | loss: 0.0311575 | val_loss: 0.0311788 | Time: 2775.51 ms
[2022-03-11 00:33:08 main:574] : INFO : Epoch 1805 | loss: 0.0311652 | val_loss: 0.0311746 | Time: 2780.48 ms
[2022-03-11 00:33:11 main:574] : INFO : Epoch 1806 | loss: 0.0311632 | val_loss: 0.0311782 | Time: 2790.13 ms
[2022-03-11 00:33:14 main:574] : INFO : Epoch 1807 | loss: 0.0311609 | val_loss: 0.0311717 | Time: 2802.67 ms
[2022-03-11 00:33:17 main:574] : INFO : Epoch 1808 | loss: 0.0311607 | val_loss: 0.0311789 | Time: 2743.82 ms
[2022-03-11 00:33:20 main:574] : INFO : Epoch 1809 | loss: 0.0311601 | val_loss: 0.0311678 | Time: 2801.38 ms
[2022-03-11 00:33:22 main:574] : INFO : Epoch 1810 | loss: 0.031159 | val_loss: 0.0311706 | Time: 2789.75 ms
[2022-03-11 00:33:25 main:574] : INFO : Epoch 1811 | loss: 0.0311585 | val_loss: 0.0311733 | Time: 2788.59 ms
[2022-03-11 00:33:28 main:574] : INFO : Epoch 1812 | loss: 0.0311568 | val_loss: 0.0311694 | Time: 2784.11 ms
[2022-03-11 00:33:31 main:574] : INFO : Epoch 1813 | loss: 0.0311582 | val_loss: 0.0311726 | Time: 2792.86 ms
[2022-03-11 00:33:34 main:574] : INFO : Epoch 1814 | loss: 0.0311566 | val_loss: 0.0311713 | Time: 2765.18 ms
[2022-03-11 00:33:36 main:574] : INFO : Epoch 1815 | loss: 0.0311565 | val_loss: 0.0311765 | Time: 2783.14 ms
[2022-03-11 00:33:39 main:574] : INFO : Epoch 1816 | loss: 0.0311856 | val_loss: 0.0311944 | Time: 2784.5 ms
[2022-03-11 00:33:42 main:574] : INFO : Epoch 1817 | loss: 0.0311886 | val_loss: 0.0311858 | Time: 2778.02 ms
[2022-03-11 00:33:45 main:574] : INFO : Epoch 1818 | loss: 0.0311848 | val_loss: 0.0311812 | Time: 2781.12 ms
[2022-03-11 00:33:47 main:574] : INFO : Epoch 1819 | loss: 0.0311775 | val_loss: 0.0311791 | Time: 2787.4 ms
[2022-03-11 00:33:50 main:574] : INFO : Epoch 1820 | loss: 0.0311749 | val_loss: 0.0311759 | Time: 2765.12 ms
[2022-03-11 00:33:53 main:574] : INFO : Epoch 1821 | loss: 0.031174 | val_loss: 0.031178 | Time: 2800.44 ms
[2022-03-11 00:33:56 main:574] : INFO : Epoch 1822 | loss: 0.031172 | val_loss: 0.0311781 | Time: 2780.25 ms
[2022-03-11 00:33:59 main:574] : INFO : Epoch 1823 | loss: 0.0311708 | val_loss: 0.0311762 | Time: 2759.2 ms
[2022-03-11 00:34:01 main:574] : INFO : Epoch 1824 | loss: 0.0311691 | val_loss: 0.0311718 | Time: 2808.5 ms
[2022-03-11 00:34:04 main:574] : INFO : Epoch 1825 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 2766.86 ms
[2022-03-11 00:34:07 main:574] : INFO : Epoch 1826 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 2779.49 ms
[2022-03-11 00:34:10 main:574] : INFO : Epoch 1827 | loss: 0.031166 | val_loss: 0.031172 | Time: 2781.22 ms
[2022-03-11 00:34:13 main:574] : INFO : Epoch 1828 | loss: 0.0311655 | val_loss: 0.0311718 | Time: 2794.92 ms
[2022-03-11 00:34:15 main:574] : INFO : Epoch 1829 | loss: 0.0311646 | val_loss: 0.0311706 | Time: 2783.01 ms
[2022-03-11 00:34:18 main:574] : INFO : Epoch 1830 | loss: 0.031165 | val_loss: 0.0311708 | Time: 2800.92 ms
[2022-03-11 00:34:21 main:574] : INFO : Epoch 1831 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 2778.09 ms
[2022-03-11 00:34:24 main:574] : INFO : Epoch 1832 | loss: 0.0311654 | val_loss: 0.0311739 | Time: 2787.33 ms
[2022-03-11 00:34:26 main:574] : INFO : Epoch 1833 | loss: 0.0311647 | val_loss: 0.0311727 | Time: 2790.84 ms
[2022-03-11 00:34:29 main:574] : INFO : Epoch 1834 | loss: 0.0311652 | val_loss: 0.0311743 | Time: 2790.98 ms
[2022-03-11 00:34:32 main:574] : INFO : Epoch 1835 | loss: 0.0311657 | val_loss: 0.0311755 | Time: 2789.24 ms
[2022-03-11 00:34:35 main:574] : INFO : Epoch 1836 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 2805.35 ms
[2022-03-11 00:34:38 main:574] : INFO : Epoch 1837 | loss: 0.0311626 | val_loss: 0.0311715 | Time: 2780.47 ms
[2022-03-11 00:34:40 main:574] : INFO : Epoch 1838 | loss: 0.0311643 | val_loss: 0.0311697 | Time: 2793.19 ms
[2022-03-11 00:34:43 main:574] : INFO : Epoch 1839 | loss: 0.0311646 | val_loss: 0.0311705 | Time: 2779.75 ms
[2022-03-11 00:34:46 main:574] : INFO : Epoch 1840 | loss: 0.0311622 | val_loss: 0.0311699 | Time: 2802.63 ms
[2022-03-11 00:34:49 main:574] : INFO : Epoch 1841 | loss: 0.031162 | val_loss: 0.031172 | Time: 2787.41 ms
[2022-03-11 00:34:52 main:574] : INFO : Epoch 1842 | loss: 0.0311626 | val_loss: 0.0311726 | Time: 2797.13 ms
[2022-03-11 00:34:54 main:574] : INFO : Epoch 1843 | loss: 0.0311675 | val_loss: 0.0311723 | Time: 2791.77 ms
[2022-03-11 00:34:57 main:574] : INFO : Epoch 1844 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 2785.01 ms
[2022-03-11 00:35:00 main:574] : INFO : Epoch 1845 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 2793.12 ms
[2022-03-11 00:35:03 main:574] : INFO : Epoch 1846 | loss: 0.0311602 | val_loss: 0.0311708 | Time: 2808.8 ms
[2022-03-11 00:35:06 main:574] : INFO : Epoch 1847 | loss: 0.0311601 | val_loss: 0.0311695 | Time: 2754.91 ms
[2022-03-11 00:35:08 main:574] : INFO : Epoch 1848 | loss: 0.0311607 | val_loss: 0.0311718 | Time: 2788.43 ms
[2022-03-11 00:35:11 main:574] : INFO : Epoch 1849 | loss: 0.0311644 | val_loss: 0.0311707 | Time: 2746.84 ms
[2022-03-11 00:35:14 main:574] : INFO : Epoch 1850 | loss: 0.0311654 | val_loss: 0.0311738 | Time: 2800.29 ms
[2022-03-11 00:35:17 main:574] : INFO : Epoch 1851 | loss: 0.0311614 | val_loss: 0.0311701 | Time: 2789.48 ms
[2022-03-11 00:35:20 main:574] : INFO : Epoch 1852 | loss: 0.0311607 | val_loss: 0.0311707 | Time: 2790.57 ms
[2022-03-11 00:35:22 main:574] : INFO : Epoch 1853 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 2795.88 ms
[2022-03-11 00:35:25 main:574] : INFO : Epoch 1854 | loss: 0.0311622 | val_loss: 0.0311723 | Time: 2782.33 ms
[2022-03-11 00:35:28 main:574] : INFO : Epoch 1855 | loss: 0.0311614 | val_loss: 0.0311691 | Time: 2783.05 ms
[2022-03-11 00:35:31 main:574] : INFO : Epoch 1856 | loss: 0.0311604 | val_loss: 0.0311688 | Time: 2768.6 ms
[2022-03-11 00:35:33 main:574] : INFO : Epoch 1857 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 2772.56 ms
[2022-03-11 00:35:36 main:574] : INFO : Epoch 1858 | loss: 0.0311622 | val_loss: 0.0311706 | Time: 2797.11 ms
[2022-03-11 00:35:39 main:574] : INFO : Epoch 1859 | loss: 0.0311591 | val_loss: 0.0311687 | Time: 2792.07 ms
[2022-03-11 00:35:42 main:574] : INFO : Epoch 1860 | loss: 0.0311582 | val_loss: 0.0311685 | Time: 2787.74 ms
[2022-03-11 00:35:45 main:574] : INFO : Epoch 1861 | loss: 0.0311591 | val_loss: 0.0311681 | Time: 2781.18 ms
[2022-03-11 00:35:47 main:574] : INFO : Epoch 1862 | loss: 0.0311586 | val_loss: 0.0311683 | Time: 2776.63 ms
[2022-03-11 00:35:50 main:574] : INFO : Epoch 1863 | loss: 0.0311575 | val_loss: 0.0311672 | Time: 2785.35 ms
[2022-03-11 00:35:53 main:574] : INFO : Epoch 1864 | loss: 0.0311564 | val_loss: 0.0311703 | Time: 2783.27 ms
[2022-03-11 00:35:56 main:574] : INFO : Epoch 1865 | loss: 0.0311592 | val_loss: 0.0311692 | Time: 2786.25 ms
[2022-03-11 00:35:59 main:574] : INFO : Epoch 1866 | loss: 0.0311589 | val_loss: 0.0311689 | Time: 2779.53 ms
[2022-03-11 00:36:01 main:574] : INFO : Epoch 1867 | loss: 0.0311596 | val_loss: 0.0311682 | Time: 2786.43 ms
[2022-03-11 00:36:04 main:574] : INFO : Epoch 1868 | loss: 0.0311583 | val_loss: 0.0311682 | Time: 2768.85 ms
[2022-03-11 00:36:07 main:574] : INFO : Epoch 1869 | loss: 0.0311575 | val_loss: 0.0311688 | Time: 2785.13 ms
[2022-03-11 00:36:10 main:574] : INFO : Epoch 1870 | loss: 0.0311602 | val_loss: 0.0311674 | Time: 2779.49 ms
[2022-03-11 00:36:12 main:574] : INFO : Epoch 1871 | loss: 0.0311601 | val_loss: 0.0311694 | Time: 2738.31 ms
[2022-03-11 00:36:15 main:574] : INFO : Epoch 1872 | loss: 0.0311607 | val_loss: 0.0311665 | Time: 2800.58 ms
[2022-03-11 00:36:18 main:574] : INFO : Epoch 1873 | loss: 0.0311579 | val_loss: 0.0311681 | Time: 2781.99 ms
[2022-03-11 00:36:21 main:574] : INFO : Epoch 1874 | loss: 0.0311591 | val_loss: 0.0311684 | Time: 2793.86 ms
[2022-03-11 00:36:24 main:574] : INFO : Epoch 1875 | loss: 0.0311568 | val_loss: 0.0311745 | Time: 2774.97 ms
[2022-03-11 00:36:26 main:574] : INFO : Epoch 1876 | loss: 0.0311567 | val_loss: 0.0311682 | Time: 2803.28 ms
[2022-03-11 00:36:29 main:574] : INFO : Epoch 1877 | loss: 0.031157 | val_loss: 0.0311683 | Time: 2773.75 ms
[2022-03-11 00:36:32 main:574] : INFO : Epoch 1878 | loss: 0.0311616 | val_loss: 0.0311686 | Time: 2788 ms
[2022-03-11 00:36:35 main:574] : INFO : Epoch 1879 | loss: 0.0311601 | val_loss: 0.0311758 | Time: 2759.69 ms
[2022-03-11 00:36:38 main:574] : INFO : Epoch 1880 | loss: 0.0311614 | val_loss: 0.0311692 | Time: 2775.03 ms
[2022-03-11 00:36:40 main:574] : INFO : Epoch 1881 | loss: 0.0311567 | val_loss: 0.0311739 | Time: 2778.2 ms
[2022-03-11 00:36:43 main:574] : INFO : Epoch 1882 | loss: 0.0311623 | val_loss: 0.0311731 | Time: 2777.62 ms
[2022-03-11 00:36:46 main:574] : INFO : Epoch 1883 | loss: 0.0311586 | val_loss: 0.0311689 | Time: 2795.28 ms
[2022-03-11 00:36:49 main:574] : INFO : Epoch 1884 | loss: 0.0311562 | val_loss: 0.0311732 | Time: 2785.97 ms
[2022-03-11 00:36:51 main:574] : INFO : Epoch 1885 | loss: 0.0311579 | val_loss: 0.0311683 | Time: 2776.67 ms
[2022-03-11 00:36:54 main:574] : INFO : Epoch 1886 | loss: 0.0311587 | val_loss: 0.0311684 | Time: 2792.29 ms
[2022-03-11 00:36:57 main:574] : INFO : Epoch 1887 | loss: 0.0311623 | val_loss: 0.0311823 | Time: 2780.11 ms
[2022-03-11 00:37:00 main:574] : INFO : Epoch 1888 | loss: 0.0311763 | val_loss: 0.0311744 | Time: 2790.48 ms
[2022-03-11 00:37:03 main:574] : INFO : Epoch 1889 | loss: 0.0311709 | val_loss: 0.0311707 | Time: 2778.32 ms
[2022-03-11 00:37:05 main:574] : INFO : Epoch 1890 | loss: 0.0311667 | val_loss: 0.0311707 | Time: 2768.59 ms
[2022-03-11 00:37:08 main:574] : INFO : Epoch 1891 | loss: 0.0311657 | val_loss: 0.0311699 | Time: 2805.4 ms
[2022-03-11 00:37:11 main:574] : INFO : Epoch 1892 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 2794.72 ms
[2022-03-11 00:37:14 main:574] : INFO : Epoch 1893 | loss: 0.0311642 | val_loss: 0.0311729 | Time: 2801.85 ms
[2022-03-11 00:37:17 main:574] : INFO : Epoch 1894 | loss: 0.0311604 | val_loss: 0.0311695 | Time: 2780.63 ms
[2022-03-11 00:37:19 main:574] : INFO : Epoch 1895 | loss: 0.0311595 | val_loss: 0.0311691 | Time: 2799.56 ms
[2022-03-11 00:37:22 main:574] : INFO : Epoch 1896 | loss: 0.0311596 | val_loss: 0.0311705 | Time: 2788.58 ms
[2022-03-11 00:37:25 main:574] : INFO : Epoch 1897 | loss: 0.0311605 | val_loss: 0.0311676 | Time: 2791.6 ms
[2022-03-11 00:37:28 main:574] : INFO : Epoch 1898 | loss: 0.0311581 | val_loss: 0.0311682 | Time: 2796.92 ms
[2022-03-11 00:37:31 main:574] : INFO : Epoch 1899 | loss: 0.031158 | val_loss: 0.0311681 | Time: 2765.11 ms
[2022-03-11 00:37:33 main:574] : INFO : Epoch 1900 | loss: 0.0311623 | val_loss: 0.0311754 | Time: 2769.16 ms
[2022-03-11 00:37:36 main:574] : INFO : Epoch 1901 | loss: 0.0311632 | val_loss: 0.0311697 | Time: 2772.58 ms
[2022-03-11 00:37:39 main:574] : INFO : Epoch 1902 | loss: 0.0311643 | val_loss: 0.0311794 | Time: 2786.8 ms
[2022-03-11 00:37:42 main:574] : INFO : Epoch 1903 | loss: 0.0311631 | val_loss: 0.0311736 | Time: 2793.01 ms
[2022-03-11 00:37:44 main:574] : INFO : Epoch 1904 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 2784.44 ms
[2022-03-11 00:37:47 main:574] : INFO : Epoch 1905 | loss: 0.0311608 | val_loss: 0.0311687 | Time: 2773.06 ms
[2022-03-11 00:37:50 main:574] : INFO : Epoch 1906 | loss: 0.0311593 | val_loss: 0.0311674 | Time: 2799.5 ms
[2022-03-11 00:37:53 main:574] : INFO : Epoch 1907 | loss: 0.0311582 | val_loss: 0.0311667 | Time: 2781.21 ms
[2022-03-11 00:37:56 main:574] : INFO : Epoch 1908 | loss: 0.0311564 | val_loss: 0.031171 | Time: 2767.91 ms
[2022-03-11 00:37:58 main:574] : INFO : Epoch 1909 | loss: 0.0311584 | val_loss: 0.0311689 | Time: 2795.93 ms
[2022-03-11 00:38:01 main:574] : INFO : Epoch 1910 | loss: 0.0311566 | val_loss: 0.0311692 | Time: 2781.69 ms
[2022-03-11 00:38:04 main:574] : INFO : Epoch 1911 | loss: 0.0311565 | val_loss: 0.0311674 | Time: 2764.42 ms
[2022-03-11 00:38:07 main:574] : INFO : Epoch 1912 | loss: 0.0311571 | val_loss: 0.0311699 | Time: 2808.35 ms
[2022-03-11 00:38:10 main:574] : INFO : Epoch 1913 | loss: 0.0311565 | val_loss: 0.0311669 | Time: 2803.4 ms
[2022-03-11 00:38:12 main:574] : INFO : Epoch 1914 | loss: 0.0311549 | val_loss: 0.0311707 | Time: 2764.6 ms
[2022-03-11 00:38:15 main:574] : INFO : Epoch 1915 | loss: 0.0311555 | val_loss: 0.0311671 | Time: 2791.67 ms
[2022-03-11 00:38:18 main:574] : INFO : Epoch 1916 | loss: 0.0311543 | val_loss: 0.0311726 | Time: 2785.86 ms
[2022-03-11 00:38:21 main:574] : INFO : Epoch 1917 | loss: 0.031154 | val_loss: 0.0311681 | Time: 2790.02 ms
[2022-03-11 00:38:23 main:574] : INFO : Epoch 1918 | loss: 0.031154 | val_loss: 0.0311673 | Time: 2787.35 ms
[2022-03-11 00:38:26 main:574] : INFO : Epoch 1919 | loss: 0.0311532 | val_loss: 0.0311714 | Time: 2784.25 ms
[2022-03-11 00:38:29 main:574] : INFO : Epoch 1920 | loss: 0.0311536 | val_loss: 0.0311653 | Time: 2791.85 ms
[2022-03-11 00:38:32 main:574] : INFO : Epoch 1921 | loss: 0.0311571 | val_loss: 0.0311686 | Time: 2803.16 ms
[2022-03-11 00:38:35 main:574] : INFO : Epoch 1922 | loss: 0.0311576 | val_loss: 0.0311751 | Time: 2781.63 ms
[2022-03-11 00:38:37 main:574] : INFO : Epoch 1923 | loss: 0.0311563 | val_loss: 0.0311672 | Time: 2775.75 ms
[2022-03-11 00:38:40 main:574] : INFO : Epoch 1924 | loss: 0.0311518 | val_loss: 0.0311676 | Time: 2797.09 ms
[2022-03-11 00:38:43 main:574] : INFO : Epoch 1925 | loss: 0.0311508 | val_loss: 0.0311648 | Time: 2797.29 ms
[2022-03-11 00:38:46 main:574] : INFO : Epoch 1926 | loss: 0.0311512 | val_loss: 0.031165 | Time: 2786.4 ms
[2022-03-11 00:38:49 main:574] : INFO : Epoch 1927 | loss: 0.0311532 | val_loss: 0.0311765 | Time: 2783.36 ms
[2022-03-11 00:38:51 main:574] : INFO : Epoch 1928 | loss: 0.031154 | val_loss: 0.0311704 | Time: 2790.59 ms
[2022-03-11 00:38:54 main:574] : INFO : Epoch 1929 | loss: 0.0311535 | val_loss: 0.03117 | Time: 2785.95 ms
[2022-03-11 00:38:57 main:574] : INFO : Epoch 1930 | loss: 0.0311513 | val_loss: 0.0311687 | Time: 2781.46 ms
[2022-03-11 00:39:00 main:574] : INFO : Epoch 1931 | loss: 0.0311536 | val_loss: 0.0311842 | Time: 2777.27 ms
[2022-03-11 00:39:03 main:574] : INFO : Epoch 1932 | loss: 0.0311566 | val_loss: 0.0311721 | Time: 2787.62 ms
[2022-03-11 00:39:05 main:574] : INFO : Epoch 1933 | loss: 0.0311561 | val_loss: 0.0311654 | Time: 2778.08 ms
[2022-03-11 00:39:08 main:574] : INFO : Epoch 1934 | loss: 0.0311535 | val_loss: 0.0311662 | Time: 2782.15 ms
[2022-03-11 00:39:11 main:574] : INFO : Epoch 1935 | loss: 0.0311523 | val_loss: 0.0311658 | Time: 2787.99 ms
[2022-03-11 00:39:14 main:574] : INFO : Epoch 1936 | loss: 0.0311537 | val_loss: 0.0311639 | Time: 2790.41 ms
[2022-03-11 00:39:17 main:574] : INFO : Epoch 1937 | loss: 0.0311512 | val_loss: 0.031173 | Time: 2795.55 ms
[2022-03-11 00:39:19 main:574] : INFO : Epoch 1938 | loss: 0.0311534 | val_loss: 0.031163 | Time: 2798.31 ms
[2022-03-11 00:39:22 main:574] : INFO : Epoch 1939 | loss: 0.0311548 | val_loss: 0.0311687 | Time: 2776.13 ms
[2022-03-11 00:39:25 main:574] : INFO : Epoch 1940 | loss: 0.0311516 | val_loss: 0.031166 | Time: 2772.91 ms
[2022-03-11 00:39:28 main:574] : INFO : Epoch 1941 | loss: 0.0311503 | val_loss: 0.0311656 | Time: 2787.54 ms
[2022-03-11 00:39:30 main:574] : INFO : Epoch 1942 | loss: 0.031151 | val_loss: 0.0311669 | Time: 2766.72 ms
[2022-03-11 00:39:33 main:574] : INFO : Epoch 1943 | loss: 0.0311492 | val_loss: 0.0311674 | Time: 2789.17 ms
[2022-03-11 00:39:36 main:574] : INFO : Epoch 1944 | loss: 0.0311515 | val_loss: 0.0311745 | Time: 2803.06 ms
[2022-03-11 00:39:39 main:574] : INFO : Epoch 1945 | loss: 0.0311654 | val_loss: 0.0311693 | Time: 2779.43 ms
[2022-03-11 00:39:42 main:574] : INFO : Epoch 1946 | loss: 0.0311578 | val_loss: 0.0311669 | Time: 2790.46 ms
[2022-03-11 00:39:44 main:574] : INFO : Epoch 1947 | loss: 0.031155 | val_loss: 0.0311697 | Time: 2796.29 ms
[2022-03-11 00:39:47 main:574] : INFO : Epoch 1948 | loss: 0.0311608 | val_loss: 0.0311627 | Time: 2770.44 ms
[2022-03-11 00:39:50 main:574] : INFO : Epoch 1949 | loss: 0.0311553 | val_loss: 0.0311769 | Time: 2797.91 ms
[2022-03-11 00:39:53 main:574] : INFO : Epoch 1950 | loss: 0.0311641 | val_loss: 0.0311802 | Time: 2775.16 ms
[2022-03-11 00:39:56 main:574] : INFO : Epoch 1951 | loss: 0.031158 | val_loss: 0.0311687 | Time: 2803.26 ms
[2022-03-11 00:39:58 main:574] : INFO : Epoch 1952 | loss: 0.0311516 | val_loss: 0.0311663 | Time: 2770.5 ms
[2022-03-11 00:40:01 main:574] : INFO : Epoch 1953 | loss: 0.0311509 | val_loss: 0.0311697 | Time: 2771.08 ms
[2022-03-11 00:40:04 main:574] : INFO : Epoch 1954 | loss: 0.0311512 | val_loss: 0.0311655 | Time: 2775.43 ms
[2022-03-11 00:40:07 main:574] : INFO : Epoch 1955 | loss: 0.0311485 | val_loss: 0.031164 | Time: 2768.12 ms
[2022-03-11 00:40:09 main:574] : INFO : Epoch 1956 | loss: 0.0311471 | val_loss: 0.0311653 | Time: 2800.59 ms
[2022-03-11 00:40:12 main:574] : INFO : Epoch 1957 | loss: 0.0311538 | val_loss: 0.0311605 | Time: 2791.44 ms
[2022-03-11 00:40:15 main:574] : INFO : Epoch 1958 | loss: 0.0311566 | val_loss: 0.0311653 | Time: 2769.26 ms
[2022-03-11 00:40:18 main:574] : INFO : Epoch 1959 | loss: 0.0311563 | val_loss: 0.0311649 | Time: 2774.22 ms
[2022-03-11 00:40:21 main:574] : INFO : Epoch 1960 | loss: 0.0311544 | val_loss: 0.0311646 | Time: 2800.44 ms
[2022-03-11 00:40:23 main:574] : INFO : Epoch 1961 | loss: 0.0311527 | val_loss: 0.0311734 | Time: 2780.93 ms
[2022-03-11 00:40:26 main:574] : INFO : Epoch 1962 | loss: 0.0311545 | val_loss: 0.031162 | Time: 2790.73 ms
[2022-03-11 00:40:29 main:574] : INFO : Epoch 1963 | loss: 0.0311501 | val_loss: 0.0311636 | Time: 2788.43 ms
[2022-03-11 00:40:32 main:574] : INFO : Epoch 1964 | loss: 0.0311487 | val_loss: 0.0311688 | Time: 2800.18 ms
[2022-03-11 00:40:35 main:574] : INFO : Epoch 1965 | loss: 0.0311521 | val_loss: 0.031162 | Time: 2774.45 ms
[2022-03-11 00:40:37 main:574] : INFO : Epoch 1966 | loss: 0.0311543 | val_loss: 0.0311657 | Time: 2782.11 ms
[2022-03-11 00:40:40 main:574] : INFO : Epoch 1967 | loss: 0.0311488 | val_loss: 0.0311665 | Time: 2774.71 ms
[2022-03-11 00:40:43 main:574] : INFO : Epoch 1968 | loss: 0.0311555 | val_loss: 0.0311621 | Time: 2785.82 ms
[2022-03-11 00:40:46 main:574] : INFO : Epoch 1969 | loss: 0.0311549 | val_loss: 0.0311657 | Time: 2771.4 ms
[2022-03-11 00:40:49 main:574] : INFO : Epoch 1970 | loss: 0.0311498 | val_loss: 0.0311675 | Time: 2808.58 ms
[2022-03-11 00:40:51 main:574] : INFO : Epoch 1971 | loss: 0.031148 | val_loss: 0.0311623 | Time: 2802.74 ms
[2022-03-11 00:40:54 main:574] : INFO : Epoch 1972 | loss: 0.0311529 | val_loss: 0.0311705 | Time: 2810.02 ms
[2022-03-11 00:40:57 main:574] : INFO : Epoch 1973 | loss: 0.0311519 | val_loss: 0.0311607 | Time: 2782.53 ms
[2022-03-11 00:41:00 main:574] : INFO : Epoch 1974 | loss: 0.0311501 | val_loss: 0.0311658 | Time: 2784.38 ms
[2022-03-11 00:41:02 main:574] : INFO : Epoch 1975 | loss: 0.0311452 | val_loss: 0.0311604 | Time: 2781.92 ms
[2022-03-11 00:41:05 main:574] : INFO : Epoch 1976 | loss: 0.031146 | val_loss: 0.0311647 | Time: 2796.64 ms
[2022-03-11 00:41:08 main:574] : INFO : Epoch 1977 | loss: 0.0311503 | val_loss: 0.0311654 | Time: 2785.37 ms
[2022-03-11 00:41:11 main:574] : INFO : Epoch 1978 | loss: 0.0311481 | val_loss: 0.0311605 | Time: 2796.34 ms
[2022-03-11 00:41:14 main:574] : INFO : Epoch 1979 | loss: 0.0311498 | val_loss: 0.0311659 | Time: 2783 ms
[2022-03-11 00:41:16 main:574] : INFO : Epoch 1980 | loss: 0.0311516 | val_loss: 0.031161 | Time: 2771.95 ms
[2022-03-11 00:41:19 main:574] : INFO : Epoch 1981 | loss: 0.0311483 | val_loss: 0.0311665 | Time: 2798.47 ms
[2022-03-11 00:41:22 main:574] : INFO : Epoch 1982 | loss: 0.0311541 | val_loss: 0.0311629 | Time: 2781.71 ms
[2022-03-11 00:41:25 main:574] : INFO : Epoch 1983 | loss: 0.0311495 | val_loss: 0.0311654 | Time: 2785.3 ms
[2022-03-11 00:41:28 main:574] : INFO : Epoch 1984 | loss: 0.0311506 | val_loss: 0.0311808 | Time: 2782.74 ms
[2022-03-11 00:41:30 main:574] : INFO : Epoch 1985 | loss: 0.0311506 | val_loss: 0.0311616 | Time: 2791.36 ms
[2022-03-11 00:41:33 main:574] : INFO : Epoch 1986 | loss: 0.0311514 | val_loss: 0.0311575 | Time: 2794.72 ms
[2022-03-11 00:41:36 main:574] : INFO : Epoch 1987 | loss: 0.0311481 | val_loss: 0.0311569 | Time: 2789.01 ms
[2022-03-11 00:41:39 main:574] : INFO : Epoch 1988 | loss: 0.0311454 | val_loss: 0.031158 | Time: 2778.49 ms
[2022-03-11 00:41:42 main:574] : INFO : Epoch 1989 | loss: 0.031144 | val_loss: 0.0311631 | Time: 2790.33 ms
[2022-03-11 00:41:44 main:574] : INFO : Epoch 1990 | loss: 0.0311466 | val_loss: 0.0311591 | Time: 2788.38 ms
[2022-03-11 00:41:47 main:574] : INFO : Epoch 1991 | loss: 0.031143 | val_loss: 0.0311594 | Time: 2780.01 ms
[2022-03-11 00:41:50 main:574] : INFO : Epoch 1992 | loss: 0.0311427 | val_loss: 0.0311876 | Time: 2785.56 ms
[2022-03-11 00:41:53 main:574] : INFO : Epoch 1993 | loss: 0.0311629 | val_loss: 0.0311688 | Time: 2778.08 ms
[2022-03-11 00:41:55 main:574] : INFO : Epoch 1994 | loss: 0.0311528 | val_loss: 0.0311663 | Time: 2761.29 ms
[2022-03-11 00:41:58 main:574] : INFO : Epoch 1995 | loss: 0.0311486 | val_loss: 0.0311718 | Time: 2771.93 ms
[2022-03-11 00:42:01 main:574] : INFO : Epoch 1996 | loss: 0.0311451 | val_loss: 0.0311574 | Time: 2793.25 ms
[2022-03-11 00:42:04 main:574] : INFO : Epoch 1997 | loss: 0.0311424 | val_loss: 0.0311605 | Time: 2788.03 ms
[2022-03-11 00:42:07 main:574] : INFO : Epoch 1998 | loss: 0.0311417 | val_loss: 0.0311656 | Time: 2787.09 ms
[2022-03-11 00:42:09 main:574] : INFO : Epoch 1999 | loss: 0.031142 | val_loss: 0.0311633 | Time: 2768.82 ms
[2022-03-11 00:42:12 main:574] : INFO : Epoch 2000 | loss: 0.0311433 | val_loss: 0.0311607 | Time: 2787.21 ms
[2022-03-11 00:42:15 main:574] : INFO : Epoch 2001 | loss: 0.0311401 | val_loss: 0.0311585 | Time: 2746.61 ms
[2022-03-11 00:42:18 main:574] : INFO : Epoch 2002 | loss: 0.0311394 | val_loss: 0.0311608 | Time: 2778.09 ms
[2022-03-11 00:42:21 main:574] : INFO : Epoch 2003 | loss: 0.0311364 | val_loss: 0.0311583 | Time: 2765.73 ms
[2022-03-11 00:42:23 main:574] : INFO : Epoch 2004 | loss: 0.0311403 | val_loss: 0.0311605 | Time: 2778.27 ms
[2022-03-11 00:42:26 main:574] : INFO : Epoch 2005 | loss: 0.0311387 | val_loss: 0.0311577 | Time: 2792.53 ms
[2022-03-11 00:42:29 main:574] : INFO : Epoch 2006 | loss: 0.0311378 | val_loss: 0.031159 | Time: 2769.28 ms
[2022-03-11 00:42:32 main:574] : INFO : Epoch 2007 | loss: 0.0311514 | val_loss: 0.0311592 | Time: 2799.49 ms
[2022-03-11 00:42:34 main:574] : INFO : Epoch 2008 | loss: 0.031147 | val_loss: 0.0311695 | Time: 2773.86 ms
[2022-03-11 00:42:37 main:574] : INFO : Epoch 2009 | loss: 0.0311575 | val_loss: 0.0311674 | Time: 2804.62 ms
[2022-03-11 00:42:40 main:574] : INFO : Epoch 2010 | loss: 0.0311534 | val_loss: 0.0311666 | Time: 2763.24 ms
[2022-03-11 00:42:43 main:574] : INFO : Epoch 2011 | loss: 0.0311523 | val_loss: 0.031162 | Time: 2773.51 ms
[2022-03-11 00:42:46 main:574] : INFO : Epoch 2012 | loss: 0.0311519 | val_loss: 0.0311618 | Time: 2791.24 ms
[2022-03-11 00:42:48 main:574] : INFO : Epoch 2013 | loss: 0.031146 | val_loss: 0.0311551 | Time: 2783.71 ms
[2022-03-11 00:42:51 main:574] : INFO : Epoch 2014 | loss: 0.031142 | val_loss: 0.0311558 | Time: 2798.94 ms
[2022-03-11 00:42:54 main:574] : INFO : Epoch 2015 | loss: 0.0311399 | val_loss: 0.0311674 | Time: 2798.95 ms
[2022-03-11 00:42:57 main:574] : INFO : Epoch 2016 | loss: 0.0311482 | val_loss: 0.031163 | Time: 2784.01 ms
[2022-03-11 00:43:00 main:574] : INFO : Epoch 2017 | loss: 0.0311397 | val_loss: 0.031155 | Time: 2777.58 ms
[2022-03-11 00:43:02 main:574] : INFO : Epoch 2018 | loss: 0.0311382 | val_loss: 0.0311579 | Time: 2792.62 ms
[2022-03-11 00:43:05 main:574] : INFO : Epoch 2019 | loss: 0.0311368 | val_loss: 0.031157 | Time: 2787.03 ms
[2022-03-11 00:43:08 main:574] : INFO : Epoch 2020 | loss: 0.0311381 | val_loss: 0.0311699 | Time: 2763.82 ms
[2022-03-11 00:43:11 main:574] : INFO : Epoch 2021 | loss: 0.031143 | val_loss: 0.0311572 | Time: 2798.18 ms
[2022-03-11 00:43:13 main:574] : INFO : Epoch 2022 | loss: 0.0311389 | val_loss: 0.0311583 | Time: 2774.11 ms
[2022-03-11 00:43:16 main:574] : INFO : Epoch 2023 | loss: 0.0311471 | val_loss: 0.0311722 | Time: 2792.61 ms
[2022-03-11 00:43:19 main:574] : INFO : Epoch 2024 | loss: 0.0311409 | val_loss: 0.0311604 | Time: 2772.86 ms
[2022-03-11 00:43:22 main:574] : INFO : Epoch 2025 | loss: 0.0311382 | val_loss: 0.0311579 | Time: 2770.27 ms
[2022-03-11 00:43:25 main:574] : INFO : Epoch 2026 | loss: 0.0311365 | val_loss: 0.0311581 | Time: 2788.26 ms
[2022-03-11 00:43:27 main:574] : INFO : Epoch 2027 | loss: 0.0311392 | val_loss: 0.0311683 | Time: 2792.84 ms
[2022-03-11 00:43:30 main:574] : INFO : Epoch 2028 | loss: 0.0311386 | val_loss: 0.0311559 | Time: 2783.37 ms
[2022-03-11 00:43:33 main:574] : INFO : Epoch 2029 | loss: 0.0311411 | val_loss: 0.0311545 | Time: 2791.4 ms
[2022-03-11 00:43:36 main:574] : INFO : Epoch 2030 | loss: 0.0311404 | val_loss: 0.0311559 | Time: 2796.89 ms
[2022-03-11 00:43:39 main:574] : INFO : Epoch 2031 | loss: 0.0311364 | val_loss: 0.0311516 | Time: 2789.37 ms
[2022-03-11 00:43:41 main:574] : INFO : Epoch 2032 | loss: 0.0311318 | val_loss: 0.0311507 | Time: 2790.26 ms
[2022-03-11 00:43:44 main:574] : INFO : Epoch 2033 | loss: 0.031132 | val_loss: 0.0311562 | Time: 2777.95 ms
[2022-03-11 00:43:47 main:574] : INFO : Epoch 2034 | loss: 0.0311312 | val_loss: 0.031155 | Time: 2803.25 ms
[2022-03-11 00:43:50 main:574] : INFO : Epoch 2035 | loss: 0.0311304 | val_loss: 0.0311563 | Time: 2801.63 ms
[2022-03-11 00:43:53 main:574] : INFO : Epoch 2036 | loss: 0.0311298 | val_loss: 0.0311533 | Time: 2779.33 ms
[2022-03-11 00:43:55 main:574] : INFO : Epoch 2037 | loss: 0.0311275 | val_loss: 0.031155 | Time: 2807.33 ms
[2022-03-11 00:43:58 main:574] : INFO : Epoch 2038 | loss: 0.0311282 | val_loss: 0.0311546 | Time: 2793.25 ms
[2022-03-11 00:44:01 main:574] : INFO : Epoch 2039 | loss: 0.0311303 | val_loss: 0.0311663 | Time: 2785.72 ms
[2022-03-11 00:44:04 main:574] : INFO : Epoch 2040 | loss: 0.031136 | val_loss: 0.0311513 | Time: 2778.48 ms
[2022-03-11 00:44:07 main:574] : INFO : Epoch 2041 | loss: 0.0311328 | val_loss: 0.0311559 | Time: 2801.33 ms
[2022-03-11 00:44:09 main:574] : INFO : Epoch 2042 | loss: 0.0311345 | val_loss: 0.0311556 | Time: 2797.44 ms
[2022-03-11 00:44:12 main:574] : INFO : Epoch 2043 | loss: 0.0311323 | val_loss: 0.0311575 | Time: 2787.9 ms
[2022-03-11 00:44:15 main:574] : INFO : Epoch 2044 | loss: 0.0311331 | val_loss: 0.031157 | Time: 2801.82 ms
[2022-03-11 00:44:18 main:574] : INFO : Epoch 2045 | loss: 0.0311307 | val_loss: 0.0311569 | Time: 2786.97 ms
[2022-03-11 00:44:21 main:574] : INFO : Epoch 2046 | loss: 0.0311281 | val_loss: 0.0311555 | Time: 2805.92 ms
[2022-03-11 00:44:23 main:574] : INFO : Epoch 2047 | loss: 0.0311281 | val_loss: 0.0311603 | Time: 2799.85 ms
[2022-03-11 00:44:26 main:574] : INFO : Epoch 2048 | loss: 0.031129 | val_loss: 0.0311577 | Time: 2799.97 ms
[2022-03-11 00:44:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311577
[2022-03-11 00:44:26 main:603] : INFO : Saving end state to config to file
[2022-03-11 00:44:26 main:608] : INFO : Success, exiting..
00:44:26 (10184): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)