Task 14553598
| Name | ParityModified-1647048737-28082-3-0_0 |
| Workunit | 11576740 |
| Created | 9 Apr 2022, 16:00:53 UTC |
| Sent | 11 Apr 2022, 3:30:35 UTC |
| Report deadline | 19 Apr 2022, 3:30:35 UTC |
| Received | 11 Apr 2022, 7:57:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17056 |
| Run time | 2 hours 13 min 3 sec |
| CPU time | 2 hours 10 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,162.35 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.82 GB |
| Peak swap size | 4.59 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: 0.0311949 | val_loss: 0.0312049 | Time: 2751.83 ms
[2022-04-11 01:33:02 main:574] : INFO : Epoch 1543 | loss: 0.031197 | val_loss: 0.0312092 | Time: 2784.81 ms
[2022-04-11 01:33:05 main:574] : INFO : Epoch 1544 | loss: 0.0311983 | val_loss: 0.0312054 | Time: 2912.72 ms
[2022-04-11 01:33:08 main:574] : INFO : Epoch 1545 | loss: 0.0311953 | val_loss: 0.0312129 | Time: 2809.1 ms
[2022-04-11 01:33:11 main:574] : INFO : Epoch 1546 | loss: 0.0311968 | val_loss: 0.0312035 | Time: 2835.05 ms
[2022-04-11 01:33:13 main:574] : INFO : Epoch 1547 | loss: 0.0311946 | val_loss: 0.0312036 | Time: 2733.06 ms
[2022-04-11 01:33:16 main:574] : INFO : Epoch 1548 | loss: 0.0311956 | val_loss: 0.0312039 | Time: 2788.72 ms
[2022-04-11 01:33:19 main:574] : INFO : Epoch 1549 | loss: 0.0311952 | val_loss: 0.0312057 | Time: 2741.23 ms
[2022-04-11 01:33:22 main:574] : INFO : Epoch 1550 | loss: 0.031195 | val_loss: 0.0312032 | Time: 2828.93 ms
[2022-04-11 01:33:25 main:574] : INFO : Epoch 1551 | loss: 0.0311951 | val_loss: 0.0312076 | Time: 2811.83 ms
[2022-04-11 01:33:27 main:574] : INFO : Epoch 1552 | loss: 0.031195 | val_loss: 0.0312037 | Time: 2827.02 ms
[2022-04-11 01:33:30 main:574] : INFO : Epoch 1553 | loss: 0.0311941 | val_loss: 0.0312035 | Time: 2824.56 ms
[2022-04-11 01:33:33 main:574] : INFO : Epoch 1554 | loss: 0.0311937 | val_loss: 0.0312035 | Time: 2786.33 ms
[2022-04-11 01:33:36 main:574] : INFO : Epoch 1555 | loss: 0.031194 | val_loss: 0.0312026 | Time: 2811.81 ms
[2022-04-11 01:33:39 main:574] : INFO : Epoch 1556 | loss: 0.0311936 | val_loss: 0.0312034 | Time: 3003.31 ms
[2022-04-11 01:33:42 main:574] : INFO : Epoch 1557 | loss: 0.0311937 | val_loss: 0.0312038 | Time: 3045.06 ms
[2022-04-11 01:33:45 main:574] : INFO : Epoch 1558 | loss: 0.031194 | val_loss: 0.0312021 | Time: 2858.35 ms
[2022-04-11 01:33:48 main:574] : INFO : Epoch 1559 | loss: 0.0311943 | val_loss: 0.0312052 | Time: 2813.23 ms
[2022-04-11 01:33:50 main:574] : INFO : Epoch 1560 | loss: 0.0311985 | val_loss: 0.0312038 | Time: 2825.54 ms
[2022-04-11 01:33:53 main:574] : INFO : Epoch 1561 | loss: 0.0311963 | val_loss: 0.0312059 | Time: 2816.67 ms
[2022-04-11 01:33:56 main:574] : INFO : Epoch 1562 | loss: 0.0311949 | val_loss: 0.0312056 | Time: 2845.02 ms
[2022-04-11 01:33:59 main:574] : INFO : Epoch 1563 | loss: 0.0311949 | val_loss: 0.0312075 | Time: 2785.93 ms
[2022-04-11 01:34:02 main:574] : INFO : Epoch 1564 | loss: 0.0311945 | val_loss: 0.0312044 | Time: 2864.49 ms
[2022-04-11 01:34:05 main:574] : INFO : Epoch 1565 | loss: 0.0311934 | val_loss: 0.0312038 | Time: 2787.98 ms
[2022-04-11 01:34:07 main:574] : INFO : Epoch 1566 | loss: 0.031195 | val_loss: 0.0312213 | Time: 2800.02 ms
[2022-04-11 01:34:10 main:574] : INFO : Epoch 1567 | loss: 0.0311991 | val_loss: 0.0312062 | Time: 2747.2 ms
[2022-04-11 01:34:13 main:574] : INFO : Epoch 1568 | loss: 0.0311999 | val_loss: 0.0312059 | Time: 2787.53 ms
[2022-04-11 01:34:16 main:574] : INFO : Epoch 1569 | loss: 0.0311952 | val_loss: 0.0312069 | Time: 2834.81 ms
[2022-04-11 01:34:19 main:574] : INFO : Epoch 1570 | loss: 0.0311933 | val_loss: 0.0312051 | Time: 2841.55 ms
[2022-04-11 01:34:21 main:574] : INFO : Epoch 1571 | loss: 0.0311946 | val_loss: 0.0312045 | Time: 2793.92 ms
[2022-04-11 01:34:24 main:574] : INFO : Epoch 1572 | loss: 0.0311928 | val_loss: 0.0312036 | Time: 2827.4 ms
[2022-04-11 01:34:27 main:574] : INFO : Epoch 1573 | loss: 0.0311951 | val_loss: 0.0312064 | Time: 2851.66 ms
[2022-04-11 01:34:30 main:574] : INFO : Epoch 1574 | loss: 0.0311934 | val_loss: 0.0312041 | Time: 2798.57 ms
[2022-04-11 01:34:33 main:574] : INFO : Epoch 1575 | loss: 0.0311922 | val_loss: 0.0312054 | Time: 2796.44 ms
[2022-04-11 01:34:36 main:574] : INFO : Epoch 1576 | loss: 0.0311926 | val_loss: 0.0312037 | Time: 2767.59 ms
[2022-04-11 01:34:38 main:574] : INFO : Epoch 1577 | loss: 0.0311919 | val_loss: 0.0312054 | Time: 2806.94 ms
[2022-04-11 01:34:41 main:574] : INFO : Epoch 1578 | loss: 0.0311945 | val_loss: 0.031208 | Time: 2999.22 ms
[2022-04-11 01:34:44 main:574] : INFO : Epoch 1579 | loss: 0.0311991 | val_loss: 0.0312058 | Time: 3024.97 ms
[2022-04-11 01:34:47 main:574] : INFO : Epoch 1580 | loss: 0.0311981 | val_loss: 0.0312096 | Time: 2855.9 ms
[2022-04-11 01:34:50 main:574] : INFO : Epoch 1581 | loss: 0.031195 | val_loss: 0.0312051 | Time: 2789.57 ms
[2022-04-11 01:34:53 main:574] : INFO : Epoch 1582 | loss: 0.0311928 | val_loss: 0.0312041 | Time: 2796.41 ms
[2022-04-11 01:34:56 main:574] : INFO : Epoch 1583 | loss: 0.0311922 | val_loss: 0.0312044 | Time: 2801.16 ms
[2022-04-11 01:34:59 main:574] : INFO : Epoch 1584 | loss: 0.0311928 | val_loss: 0.0312052 | Time: 2834.26 ms
[2022-04-11 01:35:01 main:574] : INFO : Epoch 1585 | loss: 0.0311918 | val_loss: 0.0312049 | Time: 2834 ms
[2022-04-11 01:35:04 main:574] : INFO : Epoch 1586 | loss: 0.031193 | val_loss: 0.0312049 | Time: 2811.9 ms
[2022-04-11 01:35:07 main:574] : INFO : Epoch 1587 | loss: 0.0311955 | val_loss: 0.0312121 | Time: 2795.55 ms
[2022-04-11 01:35:10 main:574] : INFO : Epoch 1588 | loss: 0.0311958 | val_loss: 0.0312072 | Time: 2788.72 ms
[2022-04-11 01:35:13 main:574] : INFO : Epoch 1589 | loss: 0.0311934 | val_loss: 0.031207 | Time: 2810.5 ms
[2022-04-11 01:35:16 main:574] : INFO : Epoch 1590 | loss: 0.0311924 | val_loss: 0.0312049 | Time: 2815.45 ms
[2022-04-11 01:35:18 main:574] : INFO : Epoch 1591 | loss: 0.0311922 | val_loss: 0.031207 | Time: 2817.35 ms
[2022-04-11 01:35:21 main:574] : INFO : Epoch 1592 | loss: 0.0311928 | val_loss: 0.0312047 | Time: 2799.39 ms
[2022-04-11 01:35:24 main:574] : INFO : Epoch 1593 | loss: 0.0311919 | val_loss: 0.0312067 | Time: 2812.8 ms
[2022-04-11 01:35:27 main:574] : INFO : Epoch 1594 | loss: 0.0311928 | val_loss: 0.0312044 | Time: 2806.36 ms
[2022-04-11 01:35:30 main:574] : INFO : Epoch 1595 | loss: 0.0311921 | val_loss: 0.0312058 | Time: 2849.61 ms
[2022-04-11 01:35:32 main:574] : INFO : Epoch 1596 | loss: 0.0311932 | val_loss: 0.0312098 | Time: 2818 ms
[2022-04-11 01:35:35 main:574] : INFO : Epoch 1597 | loss: 0.0311933 | val_loss: 0.0312061 | Time: 2805.49 ms
[2022-04-11 01:35:38 main:574] : INFO : Epoch 1598 | loss: 0.0311926 | val_loss: 0.0312055 | Time: 2792.06 ms
[2022-04-11 01:35:41 main:574] : INFO : Epoch 1599 | loss: 0.0311918 | val_loss: 0.0312035 | Time: 2847.41 ms
[2022-04-11 01:35:44 main:574] : INFO : Epoch 1600 | loss: 0.0311906 | val_loss: 0.0312053 | Time: 2832.68 ms
[2022-04-11 01:35:47 main:574] : INFO : Epoch 1601 | loss: 0.0311902 | val_loss: 0.0312047 | Time: 3095.01 ms
[2022-04-11 01:35:50 main:574] : INFO : Epoch 1602 | loss: 0.0311911 | val_loss: 0.0312045 | Time: 2888.58 ms
[2022-04-11 01:35:53 main:574] : INFO : Epoch 1603 | loss: 0.0311911 | val_loss: 0.031205 | Time: 2778.04 ms
[2022-04-11 01:35:55 main:574] : INFO : Epoch 1604 | loss: 0.0311907 | val_loss: 0.0312061 | Time: 2783.38 ms
[2022-04-11 01:35:58 main:574] : INFO : Epoch 1605 | loss: 0.0311907 | val_loss: 0.0312057 | Time: 2805.29 ms
[2022-04-11 01:36:01 main:574] : INFO : Epoch 1606 | loss: 0.0311914 | val_loss: 0.0312042 | Time: 2789.01 ms
[2022-04-11 01:36:04 main:574] : INFO : Epoch 1607 | loss: 0.03119 | val_loss: 0.0312038 | Time: 2830.66 ms
[2022-04-11 01:36:07 main:574] : INFO : Epoch 1608 | loss: 0.03119 | val_loss: 0.0312072 | Time: 2771.53 ms
[2022-04-11 01:36:09 main:574] : INFO : Epoch 1609 | loss: 0.0311954 | val_loss: 0.0312051 | Time: 2805.74 ms
[2022-04-11 01:36:12 main:574] : INFO : Epoch 1610 | loss: 0.0311934 | val_loss: 0.0312059 | Time: 2828.73 ms
[2022-04-11 01:36:15 main:574] : INFO : Epoch 1611 | loss: 0.0311906 | val_loss: 0.0312036 | Time: 2839.86 ms
[2022-04-11 01:36:18 main:574] : INFO : Epoch 1612 | loss: 0.03119 | val_loss: 0.0312032 | Time: 2750.06 ms
[2022-04-11 01:36:21 main:574] : INFO : Epoch 1613 | loss: 0.0311898 | val_loss: 0.0312046 | Time: 2777.01 ms
[2022-04-11 01:36:24 main:574] : INFO : Epoch 1614 | loss: 0.0311903 | val_loss: 0.0312069 | Time: 2819 ms
[2022-04-11 01:36:26 main:574] : INFO : Epoch 1615 | loss: 0.031191 | val_loss: 0.0312045 | Time: 2805.67 ms
[2022-04-11 01:36:29 main:574] : INFO : Epoch 1616 | loss: 0.03119 | val_loss: 0.0312031 | Time: 2780.59 ms
[2022-04-11 01:36:32 main:574] : INFO : Epoch 1617 | loss: 0.0311901 | val_loss: 0.0312034 | Time: 2768.58 ms
[2022-04-11 01:36:35 main:574] : INFO : Epoch 1618 | loss: 0.0311918 | val_loss: 0.0312071 | Time: 2780.54 ms
[2022-04-11 01:36:37 main:574] : INFO : Epoch 1619 | loss: 0.0311942 | val_loss: 0.0312065 | Time: 2774.44 ms
[2022-04-11 01:36:40 main:574] : INFO : Epoch 1620 | loss: 0.0311954 | val_loss: 0.031207 | Time: 2795.48 ms
[2022-04-11 01:36:43 main:574] : INFO : Epoch 1621 | loss: 0.0311922 | val_loss: 0.0312054 | Time: 2809.92 ms
[2022-04-11 01:36:46 main:574] : INFO : Epoch 1622 | loss: 0.0311894 | val_loss: 0.0312052 | Time: 2789.93 ms
[2022-04-11 01:36:49 main:574] : INFO : Epoch 1623 | loss: 0.0311912 | val_loss: 0.0312071 | Time: 2982.21 ms
[2022-04-11 01:36:52 main:574] : INFO : Epoch 1624 | loss: 0.0311909 | val_loss: 0.0312045 | Time: 3034.61 ms
[2022-04-11 01:36:55 main:574] : INFO : Epoch 1625 | loss: 0.0311897 | val_loss: 0.0312079 | Time: 2875.77 ms
[2022-04-11 01:36:58 main:574] : INFO : Epoch 1626 | loss: 0.0311897 | val_loss: 0.0312038 | Time: 2838.21 ms
[2022-04-11 01:37:01 main:574] : INFO : Epoch 1627 | loss: 0.0311898 | val_loss: 0.0312045 | Time: 2819.17 ms
[2022-04-11 01:37:03 main:574] : INFO : Epoch 1628 | loss: 0.0311915 | val_loss: 0.0312067 | Time: 2806.7 ms
[2022-04-11 01:37:06 main:574] : INFO : Epoch 1629 | loss: 0.0311922 | val_loss: 0.0312069 | Time: 2812.19 ms
[2022-04-11 01:37:09 main:574] : INFO : Epoch 1630 | loss: 0.0311899 | val_loss: 0.0312048 | Time: 2809.84 ms
[2022-04-11 01:37:12 main:574] : INFO : Epoch 1631 | loss: 0.0311904 | val_loss: 0.0312052 | Time: 2793.83 ms
[2022-04-11 01:37:15 main:574] : INFO : Epoch 1632 | loss: 0.0311887 | val_loss: 0.0312068 | Time: 2771.54 ms
[2022-04-11 01:37:17 main:574] : INFO : Epoch 1633 | loss: 0.0311898 | val_loss: 0.0312043 | Time: 2845.5 ms
[2022-04-11 01:37:20 main:574] : INFO : Epoch 1634 | loss: 0.0311895 | val_loss: 0.0312051 | Time: 2780.12 ms
[2022-04-11 01:37:23 main:574] : INFO : Epoch 1635 | loss: 0.0311899 | val_loss: 0.0312054 | Time: 2819.08 ms
[2022-04-11 01:37:26 main:574] : INFO : Epoch 1636 | loss: 0.031189 | val_loss: 0.0312054 | Time: 2816.04 ms
[2022-04-11 01:37:29 main:574] : INFO : Epoch 1637 | loss: 0.0311897 | val_loss: 0.0312078 | Time: 2752.3 ms
[2022-04-11 01:37:31 main:574] : INFO : Epoch 1638 | loss: 0.0311919 | val_loss: 0.0312108 | Time: 2765.46 ms
[2022-04-11 01:37:34 main:574] : INFO : Epoch 1639 | loss: 0.0311931 | val_loss: 0.0312066 | Time: 2818.14 ms
[2022-04-11 01:37:37 main:574] : INFO : Epoch 1640 | loss: 0.0311918 | val_loss: 0.0312071 | Time: 2782.64 ms
[2022-04-11 01:37:40 main:574] : INFO : Epoch 1641 | loss: 0.0311905 | val_loss: 0.0312089 | Time: 2813.02 ms
[2022-04-11 01:37:43 main:574] : INFO : Epoch 1642 | loss: 0.0311914 | val_loss: 0.0312064 | Time: 2808.97 ms
[2022-04-11 01:37:45 main:574] : INFO : Epoch 1643 | loss: 0.0311892 | val_loss: 0.0312072 | Time: 2817.56 ms
[2022-04-11 01:37:48 main:574] : INFO : Epoch 1644 | loss: 0.0311905 | val_loss: 0.0312067 | Time: 2849.74 ms
[2022-04-11 01:37:51 main:574] : INFO : Epoch 1645 | loss: 0.0311897 | val_loss: 0.0312082 | Time: 2850.21 ms
[2022-04-11 01:37:54 main:574] : INFO : Epoch 1646 | loss: 0.0311938 | val_loss: 0.031211 | Time: 3067.81 ms
[2022-04-11 01:37:57 main:574] : INFO : Epoch 1647 | loss: 0.0311926 | val_loss: 0.031208 | Time: 3039.7 ms
[2022-04-11 01:38:00 main:574] : INFO : Epoch 1648 | loss: 0.0311888 | val_loss: 0.0312053 | Time: 2850.57 ms
[2022-04-11 01:38:03 main:574] : INFO : Epoch 1649 | loss: 0.0311952 | val_loss: 0.0312123 | Time: 2827.31 ms
[2022-04-11 01:38:06 main:574] : INFO : Epoch 1650 | loss: 0.0311923 | val_loss: 0.0312167 | Time: 2762.71 ms
[2022-04-11 01:38:09 main:574] : INFO : Epoch 1651 | loss: 0.0311953 | val_loss: 0.0312072 | Time: 2794.71 ms
[2022-04-11 01:38:11 main:574] : INFO : Epoch 1652 | loss: 0.031191 | val_loss: 0.0312071 | Time: 2764.41 ms
[2022-04-11 01:38:14 main:574] : INFO : Epoch 1653 | loss: 0.0311918 | val_loss: 0.0312039 | Time: 2745.73 ms
[2022-04-11 01:38:17 main:574] : INFO : Epoch 1654 | loss: 0.0311934 | val_loss: 0.031214 | Time: 2798.31 ms
[2022-04-11 01:38:20 main:574] : INFO : Epoch 1655 | loss: 0.0311981 | val_loss: 0.0312053 | Time: 2790.31 ms
[2022-04-11 01:38:23 main:574] : INFO : Epoch 1656 | loss: 0.0311941 | val_loss: 0.0312026 | Time: 2814.48 ms
[2022-04-11 01:38:25 main:574] : INFO : Epoch 1657 | loss: 0.0311919 | val_loss: 0.0312028 | Time: 2753.97 ms
[2022-04-11 01:38:28 main:574] : INFO : Epoch 1658 | loss: 0.0311919 | val_loss: 0.0312025 | Time: 2777.91 ms
[2022-04-11 01:38:31 main:574] : INFO : Epoch 1659 | loss: 0.0311935 | val_loss: 0.0312066 | Time: 2783.39 ms
[2022-04-11 01:38:34 main:574] : INFO : Epoch 1660 | loss: 0.0311938 | val_loss: 0.0312081 | Time: 2755.15 ms
[2022-04-11 01:38:37 main:574] : INFO : Epoch 1661 | loss: 0.031193 | val_loss: 0.0312045 | Time: 2816.37 ms
[2022-04-11 01:38:39 main:574] : INFO : Epoch 1662 | loss: 0.0311927 | val_loss: 0.0312041 | Time: 2806.89 ms
[2022-04-11 01:38:42 main:574] : INFO : Epoch 1663 | loss: 0.0311941 | val_loss: 0.0312041 | Time: 2868.8 ms
[2022-04-11 01:38:45 main:574] : INFO : Epoch 1664 | loss: 0.0311917 | val_loss: 0.0312023 | Time: 2872.48 ms
[2022-04-11 01:38:48 main:574] : INFO : Epoch 1665 | loss: 0.0311922 | val_loss: 0.0312061 | Time: 2794.28 ms
[2022-04-11 01:38:51 main:574] : INFO : Epoch 1666 | loss: 0.0311924 | val_loss: 0.0312043 | Time: 2798.93 ms
[2022-04-11 01:38:54 main:574] : INFO : Epoch 1667 | loss: 0.0311917 | val_loss: 0.0312058 | Time: 2808.07 ms
[2022-04-11 01:38:57 main:574] : INFO : Epoch 1668 | loss: 0.0311918 | val_loss: 0.0312037 | Time: 2977.06 ms
[2022-04-11 01:39:00 main:574] : INFO : Epoch 1669 | loss: 0.0311912 | val_loss: 0.0312047 | Time: 3150.55 ms
[2022-04-11 01:39:03 main:574] : INFO : Epoch 1670 | loss: 0.0311922 | val_loss: 0.031205 | Time: 2905.36 ms
[2022-04-11 01:39:05 main:574] : INFO : Epoch 1671 | loss: 0.0311917 | val_loss: 0.0312047 | Time: 2820.24 ms
[2022-04-11 01:39:08 main:574] : INFO : Epoch 1672 | loss: 0.0311936 | val_loss: 0.0312062 | Time: 2822.74 ms
[2022-04-11 01:39:11 main:574] : INFO : Epoch 1673 | loss: 0.031197 | val_loss: 0.0312052 | Time: 2774.82 ms
[2022-04-11 01:39:14 main:574] : INFO : Epoch 1674 | loss: 0.0311949 | val_loss: 0.0312017 | Time: 2808.25 ms
[2022-04-11 01:39:17 main:574] : INFO : Epoch 1675 | loss: 0.0311928 | val_loss: 0.0312048 | Time: 2816.37 ms
[2022-04-11 01:39:19 main:574] : INFO : Epoch 1676 | loss: 0.0311929 | val_loss: 0.0312046 | Time: 2797.29 ms
[2022-04-11 01:39:22 main:574] : INFO : Epoch 1677 | loss: 0.0311928 | val_loss: 0.0312027 | Time: 2794.9 ms
[2022-04-11 01:39:25 main:574] : INFO : Epoch 1678 | loss: 0.0311927 | val_loss: 0.0312014 | Time: 2780.84 ms
[2022-04-11 01:39:28 main:574] : INFO : Epoch 1679 | loss: 0.0311919 | val_loss: 0.0312017 | Time: 2813.32 ms
[2022-04-11 01:39:31 main:574] : INFO : Epoch 1680 | loss: 0.0311926 | val_loss: 0.0312048 | Time: 2795.78 ms
[2022-04-11 01:39:34 main:574] : INFO : Epoch 1681 | loss: 0.0311922 | val_loss: 0.0312043 | Time: 2825.43 ms
[2022-04-11 01:39:36 main:574] : INFO : Epoch 1682 | loss: 0.0311929 | val_loss: 0.0312037 | Time: 2823.81 ms
[2022-04-11 01:39:39 main:574] : INFO : Epoch 1683 | loss: 0.0311922 | val_loss: 0.031205 | Time: 2767.2 ms
[2022-04-11 01:39:42 main:574] : INFO : Epoch 1684 | loss: 0.0311952 | val_loss: 0.0312028 | Time: 2795.92 ms
[2022-04-11 01:39:45 main:574] : INFO : Epoch 1685 | loss: 0.0311923 | val_loss: 0.0312041 | Time: 2791.66 ms
[2022-04-11 01:39:48 main:574] : INFO : Epoch 1686 | loss: 0.0311918 | val_loss: 0.0312059 | Time: 2799.59 ms
[2022-04-11 01:39:50 main:574] : INFO : Epoch 1687 | loss: 0.0311936 | val_loss: 0.0312077 | Time: 2792.85 ms
[2022-04-11 01:39:53 main:574] : INFO : Epoch 1688 | loss: 0.0311949 | val_loss: 0.0312029 | Time: 2800.12 ms
[2022-04-11 01:39:56 main:574] : INFO : Epoch 1689 | loss: 0.0311942 | val_loss: 0.0312025 | Time: 2776.99 ms
[2022-04-11 01:39:59 main:574] : INFO : Epoch 1690 | loss: 0.0311942 | val_loss: 0.0312039 | Time: 2792.33 ms
[2022-04-11 01:40:02 main:574] : INFO : Epoch 1691 | loss: 0.0311934 | val_loss: 0.0312033 | Time: 3089.22 ms
[2022-04-11 01:40:05 main:574] : INFO : Epoch 1692 | loss: 0.0311938 | val_loss: 0.0312043 | Time: 2970.86 ms
[2022-04-11 01:40:08 main:574] : INFO : Epoch 1693 | loss: 0.0311962 | val_loss: 0.0312034 | Time: 2851.98 ms
[2022-04-11 01:40:11 main:574] : INFO : Epoch 1694 | loss: 0.031199 | val_loss: 0.0312057 | Time: 2815.33 ms
[2022-04-11 01:40:13 main:574] : INFO : Epoch 1695 | loss: 0.0311951 | val_loss: 0.0312065 | Time: 2815.07 ms
[2022-04-11 01:40:16 main:574] : INFO : Epoch 1696 | loss: 0.0311995 | val_loss: 0.0312061 | Time: 2875.6 ms
[2022-04-11 01:40:19 main:574] : INFO : Epoch 1697 | loss: 0.0312003 | val_loss: 0.0312096 | Time: 2801.77 ms
[2022-04-11 01:40:22 main:574] : INFO : Epoch 1698 | loss: 0.0311964 | val_loss: 0.0312056 | Time: 2833.88 ms
[2022-04-11 01:40:25 main:574] : INFO : Epoch 1699 | loss: 0.0311983 | val_loss: 0.031207 | Time: 2819.74 ms
[2022-04-11 01:40:28 main:574] : INFO : Epoch 1700 | loss: 0.0311979 | val_loss: 0.0312072 | Time: 2803.97 ms
[2022-04-11 01:40:30 main:574] : INFO : Epoch 1701 | loss: 0.0311995 | val_loss: 0.031209 | Time: 2797.8 ms
[2022-04-11 01:40:33 main:574] : INFO : Epoch 1702 | loss: 0.0311985 | val_loss: 0.0312084 | Time: 2817.17 ms
[2022-04-11 01:40:36 main:574] : INFO : Epoch 1703 | loss: 0.0311987 | val_loss: 0.0312081 | Time: 2828.38 ms
[2022-04-11 01:40:39 main:574] : INFO : Epoch 1704 | loss: 0.0312009 | val_loss: 0.0312085 | Time: 2844.87 ms
[2022-04-11 01:40:42 main:574] : INFO : Epoch 1705 | loss: 0.0311987 | val_loss: 0.031211 | Time: 2825.38 ms
[2022-04-11 01:40:45 main:574] : INFO : Epoch 1706 | loss: 0.0311981 | val_loss: 0.0312066 | Time: 2809.71 ms
[2022-04-11 01:40:47 main:574] : INFO : Epoch 1707 | loss: 0.0311965 | val_loss: 0.0312062 | Time: 2791.82 ms
[2022-04-11 01:40:50 main:574] : INFO : Epoch 1708 | loss: 0.0311963 | val_loss: 0.0312085 | Time: 2759.79 ms
[2022-04-11 01:40:53 main:574] : INFO : Epoch 1709 | loss: 0.031196 | val_loss: 0.031206 | Time: 2792.36 ms
[2022-04-11 01:40:56 main:574] : INFO : Epoch 1710 | loss: 0.0311964 | val_loss: 0.0312078 | Time: 2805.26 ms
[2022-04-11 01:40:59 main:574] : INFO : Epoch 1711 | loss: 0.0311955 | val_loss: 0.0312074 | Time: 2795.13 ms
[2022-04-11 01:41:01 main:574] : INFO : Epoch 1712 | loss: 0.0311954 | val_loss: 0.0312075 | Time: 2850.81 ms
[2022-04-11 01:41:04 main:574] : INFO : Epoch 1713 | loss: 0.0311953 | val_loss: 0.0312052 | Time: 2804 ms
[2022-04-11 01:41:07 main:574] : INFO : Epoch 1714 | loss: 0.031197 | val_loss: 0.0312062 | Time: 3022.87 ms
[2022-04-11 01:41:10 main:574] : INFO : Epoch 1715 | loss: 0.0311959 | val_loss: 0.0312047 | Time: 2972.14 ms
[2022-04-11 01:41:13 main:574] : INFO : Epoch 1716 | loss: 0.0311969 | val_loss: 0.0312056 | Time: 2825.9 ms
[2022-04-11 01:41:16 main:574] : INFO : Epoch 1717 | loss: 0.0312004 | val_loss: 0.0312088 | Time: 2746.74 ms
[2022-04-11 01:41:19 main:574] : INFO : Epoch 1718 | loss: 0.0312022 | val_loss: 0.0312082 | Time: 2816.1 ms
[2022-04-11 01:41:21 main:574] : INFO : Epoch 1719 | loss: 0.0311981 | val_loss: 0.0312128 | Time: 2760.88 ms
[2022-04-11 01:41:24 main:574] : INFO : Epoch 1720 | loss: 0.0311976 | val_loss: 0.0312075 | Time: 2850.85 ms
[2022-04-11 01:41:27 main:574] : INFO : Epoch 1721 | loss: 0.031194 | val_loss: 0.0312057 | Time: 2848.01 ms
[2022-04-11 01:41:30 main:574] : INFO : Epoch 1722 | loss: 0.0311944 | val_loss: 0.0312059 | Time: 2854.24 ms
[2022-04-11 01:41:33 main:574] : INFO : Epoch 1723 | loss: 0.0311946 | val_loss: 0.0312064 | Time: 2802.75 ms
[2022-04-11 01:41:36 main:574] : INFO : Epoch 1724 | loss: 0.0311943 | val_loss: 0.0312055 | Time: 2813.47 ms
[2022-04-11 01:41:39 main:574] : INFO : Epoch 1725 | loss: 0.0311946 | val_loss: 0.0312058 | Time: 2806.06 ms
[2022-04-11 01:41:41 main:574] : INFO : Epoch 1726 | loss: 0.0311952 | val_loss: 0.0312054 | Time: 2817.43 ms
[2022-04-11 01:41:44 main:574] : INFO : Epoch 1727 | loss: 0.0311961 | val_loss: 0.0312041 | Time: 2855.27 ms
[2022-04-11 01:41:47 main:574] : INFO : Epoch 1728 | loss: 0.0311968 | val_loss: 0.0312084 | Time: 2854.22 ms
[2022-04-11 01:41:50 main:574] : INFO : Epoch 1729 | loss: 0.0311959 | val_loss: 0.0312075 | Time: 2778.94 ms
[2022-04-11 01:41:53 main:574] : INFO : Epoch 1730 | loss: 0.0311962 | val_loss: 0.0312081 | Time: 2855.27 ms
[2022-04-11 01:41:56 main:574] : INFO : Epoch 1731 | loss: 0.0311959 | val_loss: 0.0312087 | Time: 2810.27 ms
[2022-04-11 01:41:58 main:574] : INFO : Epoch 1732 | loss: 0.0311954 | val_loss: 0.0312066 | Time: 2808.93 ms
[2022-04-11 01:42:01 main:574] : INFO : Epoch 1733 | loss: 0.0311983 | val_loss: 0.0312069 | Time: 2820.08 ms
[2022-04-11 01:42:04 main:574] : INFO : Epoch 1734 | loss: 0.0311951 | val_loss: 0.0312105 | Time: 2834.25 ms
[2022-04-11 01:42:07 main:574] : INFO : Epoch 1735 | loss: 0.0311969 | val_loss: 0.0312096 | Time: 2804.22 ms
[2022-04-11 01:42:10 main:574] : INFO : Epoch 1736 | loss: 0.0311958 | val_loss: 0.031208 | Time: 2944.79 ms
[2022-04-11 01:42:13 main:574] : INFO : Epoch 1737 | loss: 0.031194 | val_loss: 0.0312069 | Time: 3090.76 ms
[2022-04-11 01:42:16 main:574] : INFO : Epoch 1738 | loss: 0.0311948 | val_loss: 0.0312068 | Time: 2840.14 ms
[2022-04-11 01:42:19 main:574] : INFO : Epoch 1739 | loss: 0.0311935 | val_loss: 0.0312063 | Time: 2841.46 ms
[2022-04-11 01:42:21 main:574] : INFO : Epoch 1740 | loss: 0.0311954 | val_loss: 0.0312052 | Time: 2810.81 ms
[2022-04-11 01:42:24 main:574] : INFO : Epoch 1741 | loss: 0.0311965 | val_loss: 0.031208 | Time: 2824.01 ms
[2022-04-11 01:42:27 main:574] : INFO : Epoch 1742 | loss: 0.0311941 | val_loss: 0.0312071 | Time: 2815.04 ms
[2022-04-11 01:42:30 main:574] : INFO : Epoch 1743 | loss: 0.0311948 | val_loss: 0.0312065 | Time: 2762.66 ms
[2022-04-11 01:42:33 main:574] : INFO : Epoch 1744 | loss: 0.0311938 | val_loss: 0.0312072 | Time: 2783.34 ms
[2022-04-11 01:42:36 main:574] : INFO : Epoch 1745 | loss: 0.0311933 | val_loss: 0.0312063 | Time: 2859.95 ms
[2022-04-11 01:42:38 main:574] : INFO : Epoch 1746 | loss: 0.0311944 | val_loss: 0.0312058 | Time: 2782.75 ms
[2022-04-11 01:42:41 main:574] : INFO : Epoch 1747 | loss: 0.0311949 | val_loss: 0.0312164 | Time: 2770.92 ms
[2022-04-11 01:42:44 main:574] : INFO : Epoch 1748 | loss: 0.0311958 | val_loss: 0.0312071 | Time: 2813.12 ms
[2022-04-11 01:42:47 main:574] : INFO : Epoch 1749 | loss: 0.0311929 | val_loss: 0.0312067 | Time: 2818.51 ms
[2022-04-11 01:42:50 main:574] : INFO : Epoch 1750 | loss: 0.0311952 | val_loss: 0.031208 | Time: 2783.87 ms
[2022-04-11 01:42:52 main:574] : INFO : Epoch 1751 | loss: 0.0311948 | val_loss: 0.031212 | Time: 2798.32 ms
[2022-04-11 01:42:55 main:574] : INFO : Epoch 1752 | loss: 0.0311956 | val_loss: 0.0312054 | Time: 2821.27 ms
[2022-04-11 01:42:58 main:574] : INFO : Epoch 1753 | loss: 0.0311944 | val_loss: 0.0312086 | Time: 2832.94 ms
[2022-04-11 01:43:01 main:574] : INFO : Epoch 1754 | loss: 0.0311945 | val_loss: 0.0312057 | Time: 2829.56 ms
[2022-04-11 01:43:04 main:574] : INFO : Epoch 1755 | loss: 0.0311931 | val_loss: 0.0312056 | Time: 2795.05 ms
[2022-04-11 01:43:07 main:574] : INFO : Epoch 1756 | loss: 0.0311938 | val_loss: 0.0312088 | Time: 2829.49 ms
[2022-04-11 01:43:09 main:574] : INFO : Epoch 1757 | loss: 0.0311931 | val_loss: 0.0312067 | Time: 2795.39 ms
[2022-04-11 01:43:12 main:574] : INFO : Epoch 1758 | loss: 0.0311928 | val_loss: 0.0312072 | Time: 2750.26 ms
[2022-04-11 01:43:15 main:574] : INFO : Epoch 1759 | loss: 0.0311941 | val_loss: 0.0312073 | Time: 3033.71 ms
[2022-04-11 01:43:18 main:574] : INFO : Epoch 1760 | loss: 0.0311921 | val_loss: 0.0312067 | Time: 2978.38 ms
[2022-04-11 01:43:21 main:574] : INFO : Epoch 1761 | loss: 0.0311921 | val_loss: 0.0312069 | Time: 2824.72 ms
[2022-04-11 01:43:24 main:574] : INFO : Epoch 1762 | loss: 0.0311931 | val_loss: 0.031206 | Time: 2868.12 ms
[2022-04-11 01:43:27 main:574] : INFO : Epoch 1763 | loss: 0.0311933 | val_loss: 0.031206 | Time: 2809.28 ms
[2022-04-11 01:43:29 main:574] : INFO : Epoch 1764 | loss: 0.0311934 | val_loss: 0.0312079 | Time: 2769.47 ms
[2022-04-11 01:43:32 main:574] : INFO : Epoch 1765 | loss: 0.0311932 | val_loss: 0.0312058 | Time: 2769.87 ms
[2022-04-11 01:43:35 main:574] : INFO : Epoch 1766 | loss: 0.0311917 | val_loss: 0.0312058 | Time: 2806.62 ms
[2022-04-11 01:43:38 main:574] : INFO : Epoch 1767 | loss: 0.0311924 | val_loss: 0.0312072 | Time: 2792.73 ms
[2022-04-11 01:43:41 main:574] : INFO : Epoch 1768 | loss: 0.0311944 | val_loss: 0.0312066 | Time: 2758.82 ms
[2022-04-11 01:43:43 main:574] : INFO : Epoch 1769 | loss: 0.0311926 | val_loss: 0.0312058 | Time: 2824.45 ms
[2022-04-11 01:43:46 main:574] : INFO : Epoch 1770 | loss: 0.0311926 | val_loss: 0.0312062 | Time: 2851.86 ms
[2022-04-11 01:43:49 main:574] : INFO : Epoch 1771 | loss: 0.0311918 | val_loss: 0.031205 | Time: 2843.69 ms
[2022-04-11 01:43:52 main:574] : INFO : Epoch 1772 | loss: 0.0311932 | val_loss: 0.031206 | Time: 2852.94 ms
[2022-04-11 01:43:55 main:574] : INFO : Epoch 1773 | loss: 0.0311924 | val_loss: 0.0312056 | Time: 2807.1 ms
[2022-04-11 01:43:58 main:574] : INFO : Epoch 1774 | loss: 0.0311949 | val_loss: 0.031212 | Time: 2810.99 ms
[2022-04-11 01:44:01 main:574] : INFO : Epoch 1775 | loss: 0.0311934 | val_loss: 0.031206 | Time: 2833 ms
[2022-04-11 01:44:03 main:574] : INFO : Epoch 1776 | loss: 0.031192 | val_loss: 0.0312087 | Time: 2779.51 ms
[2022-04-11 01:44:06 main:574] : INFO : Epoch 1777 | loss: 0.0311941 | val_loss: 0.031216 | Time: 2831.53 ms
[2022-04-11 01:44:09 main:574] : INFO : Epoch 1778 | loss: 0.0312007 | val_loss: 0.0312111 | Time: 2798.13 ms
[2022-04-11 01:44:12 main:574] : INFO : Epoch 1779 | loss: 0.0311943 | val_loss: 0.0312056 | Time: 2788.28 ms
[2022-04-11 01:44:15 main:574] : INFO : Epoch 1780 | loss: 0.0311942 | val_loss: 0.0312085 | Time: 2776.66 ms
[2022-04-11 01:44:17 main:574] : INFO : Epoch 1781 | loss: 0.0311925 | val_loss: 0.0312064 | Time: 2928.03 ms
[2022-04-11 01:44:21 main:574] : INFO : Epoch 1782 | loss: 0.0311912 | val_loss: 0.0312083 | Time: 3130.73 ms
[2022-04-11 01:44:23 main:574] : INFO : Epoch 1783 | loss: 0.031193 | val_loss: 0.0312087 | Time: 2799.69 ms
[2022-04-11 01:44:26 main:574] : INFO : Epoch 1784 | loss: 0.0311951 | val_loss: 0.0312084 | Time: 2826.25 ms
[2022-04-11 01:44:29 main:574] : INFO : Epoch 1785 | loss: 0.0311936 | val_loss: 0.0312077 | Time: 2767.37 ms
[2022-04-11 01:44:32 main:574] : INFO : Epoch 1786 | loss: 0.0311918 | val_loss: 0.0312078 | Time: 2763.8 ms
[2022-04-11 01:44:35 main:574] : INFO : Epoch 1787 | loss: 0.0311914 | val_loss: 0.0312067 | Time: 2777.17 ms
[2022-04-11 01:44:37 main:574] : INFO : Epoch 1788 | loss: 0.0311938 | val_loss: 0.0312174 | Time: 2813.78 ms
[2022-04-11 01:44:40 main:574] : INFO : Epoch 1789 | loss: 0.0311949 | val_loss: 0.0312058 | Time: 2844.55 ms
[2022-04-11 01:44:43 main:574] : INFO : Epoch 1790 | loss: 0.0311928 | val_loss: 0.0312064 | Time: 2857.56 ms
[2022-04-11 01:44:46 main:574] : INFO : Epoch 1791 | loss: 0.0311929 | val_loss: 0.0312056 | Time: 2831.11 ms
[2022-04-11 01:44:49 main:574] : INFO : Epoch 1792 | loss: 0.0311944 | val_loss: 0.0312078 | Time: 2771.7 ms
[2022-04-11 01:44:52 main:574] : INFO : Epoch 1793 | loss: 0.0311916 | val_loss: 0.0312053 | Time: 2806.79 ms
[2022-04-11 01:44:54 main:574] : INFO : Epoch 1794 | loss: 0.0311915 | val_loss: 0.031207 | Time: 2798.48 ms
[2022-04-11 01:44:57 main:574] : INFO : Epoch 1795 | loss: 0.0311907 | val_loss: 0.0312062 | Time: 2821.03 ms
[2022-04-11 01:45:00 main:574] : INFO : Epoch 1796 | loss: 0.0311929 | val_loss: 0.0312136 | Time: 2820.34 ms
[2022-04-11 01:45:03 main:574] : INFO : Epoch 1797 | loss: 0.0311934 | val_loss: 0.0312097 | Time: 2816.29 ms
[2022-04-11 01:45:06 main:574] : INFO : Epoch 1798 | loss: 0.0311913 | val_loss: 0.0312077 | Time: 2785.88 ms
[2022-04-11 01:45:09 main:574] : INFO : Epoch 1799 | loss: 0.0311923 | val_loss: 0.0312099 | Time: 2900.52 ms
[2022-04-11 01:45:11 main:574] : INFO : Epoch 1800 | loss: 0.0311932 | val_loss: 0.0312058 | Time: 2782.96 ms
[2022-04-11 01:45:14 main:574] : INFO : Epoch 1801 | loss: 0.031192 | val_loss: 0.0312083 | Time: 2808.7 ms
[2022-04-11 01:45:17 main:574] : INFO : Epoch 1802 | loss: 0.0311917 | val_loss: 0.0312089 | Time: 2810.5 ms
[2022-04-11 01:45:20 main:574] : INFO : Epoch 1803 | loss: 0.0311941 | val_loss: 0.0312052 | Time: 2798.99 ms
[2022-04-11 01:45:23 main:574] : INFO : Epoch 1804 | loss: 0.0311929 | val_loss: 0.0312128 | Time: 3098.98 ms
[2022-04-11 01:45:26 main:574] : INFO : Epoch 1805 | loss: 0.0311939 | val_loss: 0.0312134 | Time: 2950.15 ms
[2022-04-11 01:45:29 main:574] : INFO : Epoch 1806 | loss: 0.0311981 | val_loss: 0.0312061 | Time: 2764.82 ms
[2022-04-11 01:45:32 main:574] : INFO : Epoch 1807 | loss: 0.0311966 | val_loss: 0.0312049 | Time: 2787.3 ms
[2022-04-11 01:45:34 main:574] : INFO : Epoch 1808 | loss: 0.031195 | val_loss: 0.0312077 | Time: 2732.85 ms
[2022-04-11 01:45:37 main:574] : INFO : Epoch 1809 | loss: 0.0311934 | val_loss: 0.0312124 | Time: 2807.11 ms
[2022-04-11 01:45:40 main:574] : INFO : Epoch 1810 | loss: 0.0311941 | val_loss: 0.0312069 | Time: 2781.58 ms
[2022-04-11 01:45:43 main:574] : INFO : Epoch 1811 | loss: 0.0311925 | val_loss: 0.0312063 | Time: 2792.29 ms
[2022-04-11 01:45:45 main:574] : INFO : Epoch 1812 | loss: 0.0311926 | val_loss: 0.0312061 | Time: 2761.09 ms
[2022-04-11 01:45:48 main:574] : INFO : Epoch 1813 | loss: 0.0311927 | val_loss: 0.0312074 | Time: 2763.79 ms
[2022-04-11 01:45:51 main:574] : INFO : Epoch 1814 | loss: 0.0311918 | val_loss: 0.0312056 | Time: 2793.61 ms
[2022-04-11 01:45:54 main:574] : INFO : Epoch 1815 | loss: 0.0311926 | val_loss: 0.0312104 | Time: 2790.38 ms
[2022-04-11 01:45:57 main:574] : INFO : Epoch 1816 | loss: 0.0311941 | val_loss: 0.0312058 | Time: 2758.18 ms
[2022-04-11 01:45:59 main:574] : INFO : Epoch 1817 | loss: 0.0311935 | val_loss: 0.031207 | Time: 2838.86 ms
[2022-04-11 01:46:02 main:574] : INFO : Epoch 1818 | loss: 0.0311918 | val_loss: 0.0312076 | Time: 2842.68 ms
[2022-04-11 01:46:05 main:574] : INFO : Epoch 1819 | loss: 0.0311926 | val_loss: 0.031213 | Time: 2793.07 ms
[2022-04-11 01:46:08 main:574] : INFO : Epoch 1820 | loss: 0.0311924 | val_loss: 0.0312049 | Time: 2822.05 ms
[2022-04-11 01:46:11 main:574] : INFO : Epoch 1821 | loss: 0.0311916 | val_loss: 0.0312068 | Time: 2773.34 ms
[2022-04-11 01:46:14 main:574] : INFO : Epoch 1822 | loss: 0.0311905 | val_loss: 0.0312066 | Time: 2864.62 ms
[2022-04-11 01:46:16 main:574] : INFO : Epoch 1823 | loss: 0.0311913 | val_loss: 0.0312054 | Time: 2795.08 ms
[2022-04-11 01:46:19 main:574] : INFO : Epoch 1824 | loss: 0.0311929 | val_loss: 0.0312061 | Time: 2782.19 ms
[2022-04-11 01:46:22 main:574] : INFO : Epoch 1825 | loss: 0.0311904 | val_loss: 0.0312081 | Time: 2808.27 ms
[2022-04-11 01:46:25 main:574] : INFO : Epoch 1826 | loss: 0.0311929 | val_loss: 0.0312105 | Time: 2879.69 ms
[2022-04-11 01:46:28 main:574] : INFO : Epoch 1827 | loss: 0.031194 | val_loss: 0.0312053 | Time: 3058.93 ms
[2022-04-11 01:46:31 main:574] : INFO : Epoch 1828 | loss: 0.0311963 | val_loss: 0.0312143 | Time: 2900.14 ms
[2022-04-11 01:46:34 main:574] : INFO : Epoch 1829 | loss: 0.0311926 | val_loss: 0.0312064 | Time: 2779.68 ms
[2022-04-11 01:46:36 main:574] : INFO : Epoch 1830 | loss: 0.0311905 | val_loss: 0.0312058 | Time: 2756.65 ms
[2022-04-11 01:46:39 main:574] : INFO : Epoch 1831 | loss: 0.0311911 | val_loss: 0.0312047 | Time: 2760.63 ms
[2022-04-11 01:46:42 main:574] : INFO : Epoch 1832 | loss: 0.0311906 | val_loss: 0.0312047 | Time: 2821.87 ms
[2022-04-11 01:46:45 main:574] : INFO : Epoch 1833 | loss: 0.0311905 | val_loss: 0.0312044 | Time: 2784.64 ms
[2022-04-11 01:46:48 main:574] : INFO : Epoch 1834 | loss: 0.0311898 | val_loss: 0.0312071 | Time: 2807.28 ms
[2022-04-11 01:46:50 main:574] : INFO : Epoch 1835 | loss: 0.0311922 | val_loss: 0.0312148 | Time: 2803.5 ms
[2022-04-11 01:46:53 main:574] : INFO : Epoch 1836 | loss: 0.0311935 | val_loss: 0.0312112 | Time: 2753.46 ms
[2022-04-11 01:46:56 main:574] : INFO : Epoch 1837 | loss: 0.0311907 | val_loss: 0.031206 | Time: 2786.8 ms
[2022-04-11 01:46:59 main:574] : INFO : Epoch 1838 | loss: 0.0311899 | val_loss: 0.0312064 | Time: 2837.58 ms
[2022-04-11 01:47:02 main:574] : INFO : Epoch 1839 | loss: 0.0311899 | val_loss: 0.031206 | Time: 2837.91 ms
[2022-04-11 01:47:05 main:574] : INFO : Epoch 1840 | loss: 0.0311914 | val_loss: 0.0312065 | Time: 2803.84 ms
[2022-04-11 01:47:07 main:574] : INFO : Epoch 1841 | loss: 0.0311917 | val_loss: 0.031205 | Time: 2796.47 ms
[2022-04-11 01:47:10 main:574] : INFO : Epoch 1842 | loss: 0.0311905 | val_loss: 0.0312083 | Time: 2755.72 ms
[2022-04-11 01:47:13 main:574] : INFO : Epoch 1843 | loss: 0.0311902 | val_loss: 0.0312043 | Time: 2828.2 ms
[2022-04-11 01:47:16 main:574] : INFO : Epoch 1844 | loss: 0.0311895 | val_loss: 0.0312047 | Time: 2761.24 ms
[2022-04-11 01:47:19 main:574] : INFO : Epoch 1845 | loss: 0.0311903 | val_loss: 0.0312047 | Time: 2779.29 ms
[2022-04-11 01:47:21 main:574] : INFO : Epoch 1846 | loss: 0.0311913 | val_loss: 0.0312052 | Time: 2784.22 ms
[2022-04-11 01:47:24 main:574] : INFO : Epoch 1847 | loss: 0.0311905 | val_loss: 0.0312063 | Time: 2784.55 ms
[2022-04-11 01:47:27 main:574] : INFO : Epoch 1848 | loss: 0.0311936 | val_loss: 0.0312079 | Time: 2819.71 ms
[2022-04-11 01:47:30 main:574] : INFO : Epoch 1849 | loss: 0.0311902 | val_loss: 0.0312062 | Time: 2859 ms
[2022-04-11 01:47:33 main:574] : INFO : Epoch 1850 | loss: 0.0311892 | val_loss: 0.0312059 | Time: 3130.65 ms
[2022-04-11 01:47:36 main:574] : INFO : Epoch 1851 | loss: 0.0311902 | val_loss: 0.0312079 | Time: 2863.12 ms
[2022-04-11 01:47:39 main:574] : INFO : Epoch 1852 | loss: 0.0311898 | val_loss: 0.0312095 | Time: 2816 ms
[2022-04-11 01:47:41 main:574] : INFO : Epoch 1853 | loss: 0.0311912 | val_loss: 0.0312071 | Time: 2797.92 ms
[2022-04-11 01:47:44 main:574] : INFO : Epoch 1854 | loss: 0.0311902 | val_loss: 0.0312113 | Time: 2812.57 ms
[2022-04-11 01:47:47 main:574] : INFO : Epoch 1855 | loss: 0.0311896 | val_loss: 0.0312062 | Time: 2811.31 ms
[2022-04-11 01:47:50 main:574] : INFO : Epoch 1856 | loss: 0.031189 | val_loss: 0.0312059 | Time: 2778.04 ms
[2022-04-11 01:47:53 main:574] : INFO : Epoch 1857 | loss: 0.0311886 | val_loss: 0.031208 | Time: 2807.45 ms
[2022-04-11 01:47:55 main:574] : INFO : Epoch 1858 | loss: 0.0311889 | val_loss: 0.0312122 | Time: 2769.72 ms
[2022-04-11 01:47:58 main:574] : INFO : Epoch 1859 | loss: 0.031193 | val_loss: 0.0312116 | Time: 2757.15 ms
[2022-04-11 01:48:01 main:574] : INFO : Epoch 1860 | loss: 0.031199 | val_loss: 0.0312077 | Time: 2825.23 ms
[2022-04-11 01:48:04 main:574] : INFO : Epoch 1861 | loss: 0.0311974 | val_loss: 0.0312065 | Time: 2822.16 ms
[2022-04-11 01:48:07 main:574] : INFO : Epoch 1862 | loss: 0.0311976 | val_loss: 0.0312123 | Time: 2793.78 ms
[2022-04-11 01:48:10 main:574] : INFO : Epoch 1863 | loss: 0.0311969 | val_loss: 0.0312064 | Time: 2768.43 ms
[2022-04-11 01:48:12 main:574] : INFO : Epoch 1864 | loss: 0.0311973 | val_loss: 0.0312085 | Time: 2797.22 ms
[2022-04-11 01:48:15 main:574] : INFO : Epoch 1865 | loss: 0.0311943 | val_loss: 0.0312067 | Time: 2788.67 ms
[2022-04-11 01:48:18 main:574] : INFO : Epoch 1866 | loss: 0.0311946 | val_loss: 0.0312049 | Time: 2811.8 ms
[2022-04-11 01:48:21 main:574] : INFO : Epoch 1867 | loss: 0.0311935 | val_loss: 0.0312046 | Time: 2782.58 ms
[2022-04-11 01:48:23 main:574] : INFO : Epoch 1868 | loss: 0.0311927 | val_loss: 0.0312068 | Time: 2751.29 ms
[2022-04-11 01:48:26 main:574] : INFO : Epoch 1869 | loss: 0.0311918 | val_loss: 0.0312085 | Time: 2791.9 ms
[2022-04-11 01:48:29 main:574] : INFO : Epoch 1870 | loss: 0.0311946 | val_loss: 0.0312097 | Time: 2812.04 ms
[2022-04-11 01:48:32 main:574] : INFO : Epoch 1871 | loss: 0.0311926 | val_loss: 0.031206 | Time: 2826.33 ms
[2022-04-11 01:48:35 main:574] : INFO : Epoch 1872 | loss: 0.0311937 | val_loss: 0.0312142 | Time: 3071.36 ms
[2022-04-11 01:48:38 main:574] : INFO : Epoch 1873 | loss: 0.0311923 | val_loss: 0.0312059 | Time: 2947.39 ms
[2022-04-11 01:48:41 main:574] : INFO : Epoch 1874 | loss: 0.0311934 | val_loss: 0.0312054 | Time: 2803.93 ms
[2022-04-11 01:48:44 main:574] : INFO : Epoch 1875 | loss: 0.0311962 | val_loss: 0.031206 | Time: 2803.93 ms
[2022-04-11 01:48:47 main:574] : INFO : Epoch 1876 | loss: 0.0311929 | val_loss: 0.0312059 | Time: 2856.91 ms
[2022-04-11 01:48:49 main:574] : INFO : Epoch 1877 | loss: 0.0311919 | val_loss: 0.0312066 | Time: 2802.68 ms
[2022-04-11 01:48:52 main:574] : INFO : Epoch 1878 | loss: 0.0311907 | val_loss: 0.0312051 | Time: 2827.06 ms
[2022-04-11 01:48:55 main:574] : INFO : Epoch 1879 | loss: 0.0311911 | val_loss: 0.0312051 | Time: 2823.58 ms
[2022-04-11 01:48:58 main:574] : INFO : Epoch 1880 | loss: 0.0311901 | val_loss: 0.0312049 | Time: 2794.59 ms
[2022-04-11 01:49:01 main:574] : INFO : Epoch 1881 | loss: 0.0311901 | val_loss: 0.0312063 | Time: 2814.05 ms
[2022-04-11 01:49:03 main:574] : INFO : Epoch 1882 | loss: 0.0311903 | val_loss: 0.0312046 | Time: 2818.99 ms
[2022-04-11 01:49:06 main:574] : INFO : Epoch 1883 | loss: 0.0311919 | val_loss: 0.0312073 | Time: 2782.93 ms
[2022-04-11 01:49:09 main:574] : INFO : Epoch 1884 | loss: 0.0311923 | val_loss: 0.0312083 | Time: 2808.02 ms
[2022-04-11 01:49:12 main:574] : INFO : Epoch 1885 | loss: 0.0311916 | val_loss: 0.031205 | Time: 2802.51 ms
[2022-04-11 01:49:15 main:574] : INFO : Epoch 1886 | loss: 0.0311908 | val_loss: 0.0312098 | Time: 2829.54 ms
[2022-04-11 01:49:18 main:574] : INFO : Epoch 1887 | loss: 0.0311933 | val_loss: 0.0312066 | Time: 2791.28 ms
[2022-04-11 01:49:20 main:574] : INFO : Epoch 1888 | loss: 0.0311905 | val_loss: 0.031208 | Time: 2788.93 ms
[2022-04-11 01:49:23 main:574] : INFO : Epoch 1889 | loss: 0.0311926 | val_loss: 0.0312099 | Time: 2818.33 ms
[2022-04-11 01:49:26 main:574] : INFO : Epoch 1890 | loss: 0.0311921 | val_loss: 0.0312077 | Time: 2813.36 ms
[2022-04-11 01:49:29 main:574] : INFO : Epoch 1891 | loss: 0.0311923 | val_loss: 0.0312061 | Time: 2781.26 ms
[2022-04-11 01:49:32 main:574] : INFO : Epoch 1892 | loss: 0.0311919 | val_loss: 0.0312085 | Time: 2795.75 ms
[2022-04-11 01:49:34 main:574] : INFO : Epoch 1893 | loss: 0.0311929 | val_loss: 0.0312054 | Time: 2807.57 ms
[2022-04-11 01:49:37 main:574] : INFO : Epoch 1894 | loss: 0.0311916 | val_loss: 0.0312054 | Time: 2986.65 ms
[2022-04-11 01:49:40 main:574] : INFO : Epoch 1895 | loss: 0.0311917 | val_loss: 0.031217 | Time: 3038.34 ms
[2022-04-11 01:49:43 main:574] : INFO : Epoch 1896 | loss: 0.0311977 | val_loss: 0.0312074 | Time: 2807.91 ms
[2022-04-11 01:49:46 main:574] : INFO : Epoch 1897 | loss: 0.0311946 | val_loss: 0.0312145 | Time: 2785.46 ms
[2022-04-11 01:49:49 main:574] : INFO : Epoch 1898 | loss: 0.0311947 | val_loss: 0.0312071 | Time: 2809 ms
[2022-04-11 01:49:52 main:574] : INFO : Epoch 1899 | loss: 0.0311911 | val_loss: 0.0312055 | Time: 2798.28 ms
[2022-04-11 01:49:54 main:574] : INFO : Epoch 1900 | loss: 0.0311914 | val_loss: 0.0312041 | Time: 2800.13 ms
[2022-04-11 01:49:57 main:574] : INFO : Epoch 1901 | loss: 0.0311913 | val_loss: 0.0312059 | Time: 2786.95 ms
[2022-04-11 01:50:00 main:574] : INFO : Epoch 1902 | loss: 0.0311938 | val_loss: 0.0312074 | Time: 2823.66 ms
[2022-04-11 01:50:03 main:574] : INFO : Epoch 1903 | loss: 0.0311923 | val_loss: 0.0312045 | Time: 2827.64 ms
[2022-04-11 01:50:06 main:574] : INFO : Epoch 1904 | loss: 0.0311938 | val_loss: 0.0312048 | Time: 2819.47 ms
[2022-04-11 01:50:09 main:574] : INFO : Epoch 1905 | loss: 0.0311923 | val_loss: 0.0312061 | Time: 2826.41 ms
[2022-04-11 01:50:11 main:574] : INFO : Epoch 1906 | loss: 0.0311915 | val_loss: 0.0312072 | Time: 2773.07 ms
[2022-04-11 01:50:14 main:574] : INFO : Epoch 1907 | loss: 0.0311912 | val_loss: 0.0312044 | Time: 2795.25 ms
[2022-04-11 01:50:17 main:574] : INFO : Epoch 1908 | loss: 0.0311924 | val_loss: 0.0312066 | Time: 2796.92 ms
[2022-04-11 01:50:20 main:574] : INFO : Epoch 1909 | loss: 0.0311905 | val_loss: 0.0312052 | Time: 2783.32 ms
[2022-04-11 01:50:23 main:574] : INFO : Epoch 1910 | loss: 0.0311899 | val_loss: 0.0312064 | Time: 2795.7 ms
[2022-04-11 01:50:25 main:574] : INFO : Epoch 1911 | loss: 0.0311897 | val_loss: 0.0312072 | Time: 2739.63 ms
[2022-04-11 01:50:28 main:574] : INFO : Epoch 1912 | loss: 0.0311898 | val_loss: 0.0312065 | Time: 2774.45 ms
[2022-04-11 01:50:31 main:574] : INFO : Epoch 1913 | loss: 0.0311897 | val_loss: 0.0312068 | Time: 2819.01 ms
[2022-04-11 01:50:34 main:574] : INFO : Epoch 1914 | loss: 0.0311902 | val_loss: 0.0312087 | Time: 2785.85 ms
[2022-04-11 01:50:37 main:574] : INFO : Epoch 1915 | loss: 0.0311926 | val_loss: 0.0312072 | Time: 2798.36 ms
[2022-04-11 01:50:40 main:574] : INFO : Epoch 1916 | loss: 0.0311908 | val_loss: 0.0312064 | Time: 2884.69 ms
[2022-04-11 01:50:43 main:574] : INFO : Epoch 1917 | loss: 0.0311901 | val_loss: 0.0312049 | Time: 3109.52 ms
[2022-04-11 01:50:45 main:574] : INFO : Epoch 1918 | loss: 0.0311906 | val_loss: 0.031204 | Time: 2840.46 ms
[2022-04-11 01:50:48 main:574] : INFO : Epoch 1919 | loss: 0.0311932 | val_loss: 0.0312084 | Time: 2841.34 ms
[2022-04-11 01:50:51 main:574] : INFO : Epoch 1920 | loss: 0.0311907 | val_loss: 0.0312058 | Time: 2790.53 ms
[2022-04-11 01:50:54 main:574] : INFO : Epoch 1921 | loss: 0.0311909 | val_loss: 0.0312117 | Time: 2749.81 ms
[2022-04-11 01:50:57 main:574] : INFO : Epoch 1922 | loss: 0.0311915 | val_loss: 0.0312049 | Time: 2796.24 ms
[2022-04-11 01:50:59 main:574] : INFO : Epoch 1923 | loss: 0.0311898 | val_loss: 0.0312049 | Time: 2752.54 ms
[2022-04-11 01:51:02 main:574] : INFO : Epoch 1924 | loss: 0.0311921 | val_loss: 0.0312058 | Time: 2826.02 ms
[2022-04-11 01:51:05 main:574] : INFO : Epoch 1925 | loss: 0.0311946 | val_loss: 0.0312046 | Time: 2798.72 ms
[2022-04-11 01:51:08 main:574] : INFO : Epoch 1926 | loss: 0.0311971 | val_loss: 0.0312053 | Time: 2763.52 ms
[2022-04-11 01:51:11 main:574] : INFO : Epoch 1927 | loss: 0.0311992 | val_loss: 0.031205 | Time: 2779.38 ms
[2022-04-11 01:51:13 main:574] : INFO : Epoch 1928 | loss: 0.0311997 | val_loss: 0.0312056 | Time: 2812.8 ms
[2022-04-11 01:51:16 main:574] : INFO : Epoch 1929 | loss: 0.0311984 | val_loss: 0.031203 | Time: 2816.04 ms
[2022-04-11 01:51:19 main:574] : INFO : Epoch 1930 | loss: 0.0311987 | val_loss: 0.0312027 | Time: 2835.56 ms
[2022-04-11 01:51:22 main:574] : INFO : Epoch 1931 | loss: 0.0311962 | val_loss: 0.0312044 | Time: 2801.2 ms
[2022-04-11 01:51:25 main:574] : INFO : Epoch 1932 | loss: 0.0311965 | val_loss: 0.0312037 | Time: 2811.12 ms
[2022-04-11 01:51:28 main:574] : INFO : Epoch 1933 | loss: 0.0311957 | val_loss: 0.0312039 | Time: 2821.92 ms
[2022-04-11 01:51:30 main:574] : INFO : Epoch 1934 | loss: 0.0311968 | val_loss: 0.0312064 | Time: 2764.74 ms
[2022-04-11 01:51:33 main:574] : INFO : Epoch 1935 | loss: 0.0311984 | val_loss: 0.0312012 | Time: 2772.03 ms
[2022-04-11 01:51:36 main:574] : INFO : Epoch 1936 | loss: 0.0311948 | val_loss: 0.0312025 | Time: 2761.23 ms
[2022-04-11 01:51:39 main:574] : INFO : Epoch 1937 | loss: 0.0311947 | val_loss: 0.0312009 | Time: 2807.15 ms
[2022-04-11 01:51:42 main:574] : INFO : Epoch 1938 | loss: 0.0311949 | val_loss: 0.0312018 | Time: 2824.05 ms
[2022-04-11 01:51:44 main:574] : INFO : Epoch 1939 | loss: 0.0311985 | val_loss: 0.0312115 | Time: 2844.49 ms
[2022-04-11 01:51:48 main:574] : INFO : Epoch 1940 | loss: 0.0311989 | val_loss: 0.0312039 | Time: 3128.85 ms
[2022-04-11 01:51:50 main:574] : INFO : Epoch 1941 | loss: 0.0311961 | val_loss: 0.0312032 | Time: 2819.38 ms
[2022-04-11 01:51:53 main:574] : INFO : Epoch 1942 | loss: 0.0311991 | val_loss: 0.0312031 | Time: 2794.37 ms
[2022-04-11 01:51:56 main:574] : INFO : Epoch 1943 | loss: 0.031201 | val_loss: 0.0312052 | Time: 2801.64 ms
[2022-04-11 01:51:59 main:574] : INFO : Epoch 1944 | loss: 0.031201 | val_loss: 0.0312065 | Time: 2758.25 ms
[2022-04-11 01:52:02 main:574] : INFO : Epoch 1945 | loss: 0.0311972 | val_loss: 0.0312103 | Time: 2786.25 ms
[2022-04-11 01:52:04 main:574] : INFO : Epoch 1946 | loss: 0.0311963 | val_loss: 0.0312028 | Time: 2793.88 ms
[2022-04-11 01:52:07 main:574] : INFO : Epoch 1947 | loss: 0.0311937 | val_loss: 0.0312015 | Time: 2779.24 ms
[2022-04-11 01:52:10 main:574] : INFO : Epoch 1948 | loss: 0.0311937 | val_loss: 0.0312041 | Time: 2820.04 ms
[2022-04-11 01:52:13 main:574] : INFO : Epoch 1949 | loss: 0.0311955 | val_loss: 0.0312036 | Time: 2804.65 ms
[2022-04-11 01:52:16 main:574] : INFO : Epoch 1950 | loss: 0.0311936 | val_loss: 0.0312012 | Time: 2783.05 ms
[2022-04-11 01:52:18 main:574] : INFO : Epoch 1951 | loss: 0.0311943 | val_loss: 0.0312005 | Time: 2806.9 ms
[2022-04-11 01:52:21 main:574] : INFO : Epoch 1952 | loss: 0.031195 | val_loss: 0.0312004 | Time: 2780.32 ms
[2022-04-11 01:52:24 main:574] : INFO : Epoch 1953 | loss: 0.0311933 | val_loss: 0.0312016 | Time: 2801.97 ms
[2022-04-11 01:52:27 main:574] : INFO : Epoch 1954 | loss: 0.0311949 | val_loss: 0.0312005 | Time: 2808.47 ms
[2022-04-11 01:52:30 main:574] : INFO : Epoch 1955 | loss: 0.0311928 | val_loss: 0.0312009 | Time: 2816.57 ms
[2022-04-11 01:52:32 main:574] : INFO : Epoch 1956 | loss: 0.0311914 | val_loss: 0.0312041 | Time: 2785.27 ms
[2022-04-11 01:52:35 main:574] : INFO : Epoch 1957 | loss: 0.0311923 | val_loss: 0.0312 | Time: 2805.67 ms
[2022-04-11 01:52:38 main:574] : INFO : Epoch 1958 | loss: 0.0311918 | val_loss: 0.0312009 | Time: 2773.46 ms
[2022-04-11 01:52:41 main:574] : INFO : Epoch 1959 | loss: 0.0311908 | val_loss: 0.0312012 | Time: 2799.34 ms
[2022-04-11 01:52:44 main:574] : INFO : Epoch 1960 | loss: 0.0311916 | val_loss: 0.0312011 | Time: 2795.91 ms
[2022-04-11 01:52:46 main:574] : INFO : Epoch 1961 | loss: 0.0311909 | val_loss: 0.0312031 | Time: 2752.15 ms
[2022-04-11 01:52:49 main:574] : INFO : Epoch 1962 | loss: 0.0311909 | val_loss: 0.0312011 | Time: 2981.51 ms
[2022-04-11 01:52:53 main:574] : INFO : Epoch 1963 | loss: 0.0311924 | val_loss: 0.0312021 | Time: 3067.81 ms
[2022-04-11 01:52:55 main:574] : INFO : Epoch 1964 | loss: 0.0311915 | val_loss: 0.0312014 | Time: 2801.08 ms
[2022-04-11 01:52:58 main:574] : INFO : Epoch 1965 | loss: 0.0311925 | val_loss: 0.0312033 | Time: 2773.65 ms
[2022-04-11 01:53:01 main:574] : INFO : Epoch 1966 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 2784.97 ms
[2022-04-11 01:53:04 main:574] : INFO : Epoch 1967 | loss: 0.0311898 | val_loss: 0.0312007 | Time: 2821.64 ms
[2022-04-11 01:53:07 main:574] : INFO : Epoch 1968 | loss: 0.0311897 | val_loss: 0.0312001 | Time: 2780.26 ms
[2022-04-11 01:53:09 main:574] : INFO : Epoch 1969 | loss: 0.0311891 | val_loss: 0.0312008 | Time: 2758.37 ms
[2022-04-11 01:53:12 main:574] : INFO : Epoch 1970 | loss: 0.0311898 | val_loss: 0.0311995 | Time: 2790.43 ms
[2022-04-11 01:53:15 main:574] : INFO : Epoch 1971 | loss: 0.0311902 | val_loss: 0.0312003 | Time: 2761.81 ms
[2022-04-11 01:53:18 main:574] : INFO : Epoch 1972 | loss: 0.0311905 | val_loss: 0.0312017 | Time: 2782.81 ms
[2022-04-11 01:53:20 main:574] : INFO : Epoch 1973 | loss: 0.0311915 | val_loss: 0.0312043 | Time: 2771.31 ms
[2022-04-11 01:53:23 main:574] : INFO : Epoch 1974 | loss: 0.031193 | val_loss: 0.0311999 | Time: 2796.03 ms
[2022-04-11 01:53:26 main:574] : INFO : Epoch 1975 | loss: 0.0311941 | val_loss: 0.0312048 | Time: 2816.94 ms
[2022-04-11 01:53:29 main:574] : INFO : Epoch 1976 | loss: 0.0311911 | val_loss: 0.0312011 | Time: 2785.29 ms
[2022-04-11 01:53:32 main:574] : INFO : Epoch 1977 | loss: 0.0311909 | val_loss: 0.0312031 | Time: 2800.52 ms
[2022-04-11 01:53:35 main:574] : INFO : Epoch 1978 | loss: 0.0311914 | val_loss: 0.0312003 | Time: 2774.52 ms
[2022-04-11 01:53:37 main:574] : INFO : Epoch 1979 | loss: 0.0311915 | val_loss: 0.031203 | Time: 2759.93 ms
[2022-04-11 01:53:40 main:574] : INFO : Epoch 1980 | loss: 0.03119 | val_loss: 0.0311999 | Time: 2807.97 ms
[2022-04-11 01:53:43 main:574] : INFO : Epoch 1981 | loss: 0.0311889 | val_loss: 0.0311995 | Time: 2775.68 ms
[2022-04-11 01:53:46 main:574] : INFO : Epoch 1982 | loss: 0.0311891 | val_loss: 0.0311987 | Time: 2847.2 ms
[2022-04-11 01:53:49 main:574] : INFO : Epoch 1983 | loss: 0.0311893 | val_loss: 0.0311984 | Time: 2812.9 ms
[2022-04-11 01:53:51 main:574] : INFO : Epoch 1984 | loss: 0.0311913 | val_loss: 0.0311992 | Time: 2812.29 ms
[2022-04-11 01:53:54 main:574] : INFO : Epoch 1985 | loss: 0.0311897 | val_loss: 0.031199 | Time: 2853.92 ms
[2022-04-11 01:53:57 main:574] : INFO : Epoch 1986 | loss: 0.0311896 | val_loss: 0.0312048 | Time: 3114.51 ms
[2022-04-11 01:54:00 main:574] : INFO : Epoch 1987 | loss: 0.0311895 | val_loss: 0.0311986 | Time: 2854.65 ms
[2022-04-11 01:54:03 main:574] : INFO : Epoch 1988 | loss: 0.031188 | val_loss: 0.0311992 | Time: 2802.71 ms
[2022-04-11 01:54:06 main:574] : INFO : Epoch 1989 | loss: 0.0311871 | val_loss: 0.0311997 | Time: 2864.86 ms
[2022-04-11 01:54:09 main:574] : INFO : Epoch 1990 | loss: 0.0311882 | val_loss: 0.0312023 | Time: 2797.96 ms
[2022-04-11 01:54:12 main:574] : INFO : Epoch 1991 | loss: 0.031188 | val_loss: 0.0312022 | Time: 2813.46 ms
[2022-04-11 01:54:14 main:574] : INFO : Epoch 1992 | loss: 0.0311879 | val_loss: 0.0311985 | Time: 2774.11 ms
[2022-04-11 01:54:17 main:574] : INFO : Epoch 1993 | loss: 0.0311871 | val_loss: 0.0311997 | Time: 2790.55 ms
[2022-04-11 01:54:20 main:574] : INFO : Epoch 1994 | loss: 0.0311873 | val_loss: 0.031201 | Time: 2754.39 ms
[2022-04-11 01:54:23 main:574] : INFO : Epoch 1995 | loss: 0.0311875 | val_loss: 0.0312027 | Time: 2762.88 ms
[2022-04-11 01:54:25 main:574] : INFO : Epoch 1996 | loss: 0.031189 | val_loss: 0.0312036 | Time: 2762.17 ms
[2022-04-11 01:54:28 main:574] : INFO : Epoch 1997 | loss: 0.0311897 | val_loss: 0.0311998 | Time: 2812.04 ms
[2022-04-11 01:54:31 main:574] : INFO : Epoch 1998 | loss: 0.0311872 | val_loss: 0.0312045 | Time: 2787.76 ms
[2022-04-11 01:54:34 main:574] : INFO : Epoch 1999 | loss: 0.0311887 | val_loss: 0.031201 | Time: 2803.86 ms
[2022-04-11 01:54:37 main:574] : INFO : Epoch 2000 | loss: 0.031189 | val_loss: 0.0312031 | Time: 2746.27 ms
[2022-04-11 01:54:39 main:574] : INFO : Epoch 2001 | loss: 0.0311901 | val_loss: 0.0312008 | Time: 2806.85 ms
[2022-04-11 01:54:42 main:574] : INFO : Epoch 2002 | loss: 0.0311875 | val_loss: 0.0312008 | Time: 2808.08 ms
[2022-04-11 01:54:45 main:574] : INFO : Epoch 2003 | loss: 0.0311864 | val_loss: 0.0311985 | Time: 2823.73 ms
[2022-04-11 01:54:48 main:574] : INFO : Epoch 2004 | loss: 0.0311879 | val_loss: 0.0311987 | Time: 2842.71 ms
[2022-04-11 01:54:51 main:574] : INFO : Epoch 2005 | loss: 0.0311889 | val_loss: 0.0312013 | Time: 2752.62 ms
[2022-04-11 01:54:54 main:574] : INFO : Epoch 2006 | loss: 0.0311869 | val_loss: 0.0311986 | Time: 2750.37 ms
[2022-04-11 01:54:56 main:574] : INFO : Epoch 2007 | loss: 0.0311873 | val_loss: 0.0312024 | Time: 2829.91 ms
[2022-04-11 01:54:59 main:574] : INFO : Epoch 2008 | loss: 0.0311856 | val_loss: 0.0312002 | Time: 3083.68 ms
[2022-04-11 01:55:03 main:574] : INFO : Epoch 2009 | loss: 0.0311858 | val_loss: 0.0312018 | Time: 3044.15 ms
[2022-04-11 01:55:05 main:574] : INFO : Epoch 2010 | loss: 0.0311869 | val_loss: 0.0312002 | Time: 2756.78 ms
[2022-04-11 01:55:08 main:574] : INFO : Epoch 2011 | loss: 0.0311875 | val_loss: 0.0312019 | Time: 2753.91 ms
[2022-04-11 01:55:11 main:574] : INFO : Epoch 2012 | loss: 0.0311876 | val_loss: 0.0312007 | Time: 2815.64 ms
[2022-04-11 01:55:14 main:574] : INFO : Epoch 2013 | loss: 0.0311884 | val_loss: 0.0312025 | Time: 2810.74 ms
[2022-04-11 01:55:17 main:574] : INFO : Epoch 2014 | loss: 0.0311872 | val_loss: 0.0312036 | Time: 2816.2 ms
[2022-04-11 01:55:19 main:574] : INFO : Epoch 2015 | loss: 0.0311861 | val_loss: 0.0312008 | Time: 2815.15 ms
[2022-04-11 01:55:22 main:574] : INFO : Epoch 2016 | loss: 0.0311893 | val_loss: 0.0312014 | Time: 2778.51 ms
[2022-04-11 01:55:25 main:574] : INFO : Epoch 2017 | loss: 0.0311918 | val_loss: 0.0312037 | Time: 2831.71 ms
[2022-04-11 01:55:28 main:574] : INFO : Epoch 2018 | loss: 0.0311863 | val_loss: 0.0312014 | Time: 2796 ms
[2022-04-11 01:55:31 main:574] : INFO : Epoch 2019 | loss: 0.0311893 | val_loss: 0.0312036 | Time: 2786.92 ms
[2022-04-11 01:55:33 main:574] : INFO : Epoch 2020 | loss: 0.0311871 | val_loss: 0.0311979 | Time: 2855.17 ms
[2022-04-11 01:55:36 main:574] : INFO : Epoch 2021 | loss: 0.031188 | val_loss: 0.0311985 | Time: 2784.93 ms
[2022-04-11 01:55:39 main:574] : INFO : Epoch 2022 | loss: 0.0311877 | val_loss: 0.0311982 | Time: 2805.22 ms
[2022-04-11 01:55:42 main:574] : INFO : Epoch 2023 | loss: 0.03119 | val_loss: 0.0312062 | Time: 2802.42 ms
[2022-04-11 01:55:45 main:574] : INFO : Epoch 2024 | loss: 0.0311945 | val_loss: 0.0312032 | Time: 2773.53 ms
[2022-04-11 01:55:47 main:574] : INFO : Epoch 2025 | loss: 0.0311896 | val_loss: 0.0312019 | Time: 2769.91 ms
[2022-04-11 01:55:50 main:574] : INFO : Epoch 2026 | loss: 0.0311918 | val_loss: 0.0312103 | Time: 2805.33 ms
[2022-04-11 01:55:53 main:574] : INFO : Epoch 2027 | loss: 0.0311904 | val_loss: 0.0311992 | Time: 2756.2 ms
[2022-04-11 01:55:56 main:574] : INFO : Epoch 2028 | loss: 0.0311883 | val_loss: 0.0311989 | Time: 2749.2 ms
[2022-04-11 01:55:59 main:574] : INFO : Epoch 2029 | loss: 0.0311897 | val_loss: 0.0312058 | Time: 2808.83 ms
[2022-04-11 01:56:02 main:574] : INFO : Epoch 2030 | loss: 0.0311925 | val_loss: 0.0312027 | Time: 2919.81 ms
[2022-04-11 01:56:05 main:574] : INFO : Epoch 2031 | loss: 0.031192 | val_loss: 0.0312004 | Time: 3165.1 ms
[2022-04-11 01:56:08 main:574] : INFO : Epoch 2032 | loss: 0.0311889 | val_loss: 0.0312009 | Time: 3172.24 ms
[2022-04-11 01:56:11 main:574] : INFO : Epoch 2033 | loss: 0.0311916 | val_loss: 0.0312024 | Time: 2880.84 ms
[2022-04-11 01:56:14 main:574] : INFO : Epoch 2034 | loss: 0.0311926 | val_loss: 0.0312037 | Time: 2842.03 ms
[2022-04-11 01:56:16 main:574] : INFO : Epoch 2035 | loss: 0.0311947 | val_loss: 0.0312001 | Time: 2792.96 ms
[2022-04-11 01:56:19 main:574] : INFO : Epoch 2036 | loss: 0.0311925 | val_loss: 0.0312005 | Time: 2806.58 ms
[2022-04-11 01:56:22 main:574] : INFO : Epoch 2037 | loss: 0.0311919 | val_loss: 0.0312031 | Time: 2768.43 ms
[2022-04-11 01:56:25 main:574] : INFO : Epoch 2038 | loss: 0.0311919 | val_loss: 0.0312012 | Time: 2752.36 ms
[2022-04-11 01:56:28 main:574] : INFO : Epoch 2039 | loss: 0.0311925 | val_loss: 0.0312028 | Time: 2772.16 ms
[2022-04-11 01:56:30 main:574] : INFO : Epoch 2040 | loss: 0.0311908 | val_loss: 0.0311989 | Time: 2817 ms
[2022-04-11 01:56:33 main:574] : INFO : Epoch 2041 | loss: 0.0311903 | val_loss: 0.031202 | Time: 2798.03 ms
[2022-04-11 01:56:36 main:574] : INFO : Epoch 2042 | loss: 0.031191 | val_loss: 0.0312066 | Time: 2826.11 ms
[2022-04-11 01:56:39 main:574] : INFO : Epoch 2043 | loss: 0.0311918 | val_loss: 0.0312014 | Time: 2745.5 ms
[2022-04-11 01:56:42 main:574] : INFO : Epoch 2044 | loss: 0.0311897 | val_loss: 0.0312048 | Time: 2797.28 ms
[2022-04-11 01:56:44 main:574] : INFO : Epoch 2045 | loss: 0.0311911 | val_loss: 0.0311993 | Time: 2798.15 ms
[2022-04-11 01:56:47 main:574] : INFO : Epoch 2046 | loss: 0.0311901 | val_loss: 0.0311987 | Time: 2767.46 ms
[2022-04-11 01:56:50 main:574] : INFO : Epoch 2047 | loss: 0.0311909 | val_loss: 0.0312008 | Time: 2819.2 ms
[2022-04-11 01:56:53 main:574] : INFO : Epoch 2048 | loss: 0.0311929 | val_loss: 0.031203 | Time: 2769.95 ms
[2022-04-11 01:56:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031203
[2022-04-11 01:56:53 main:603] : INFO : Saving end state to config to file
[2022-04-11 01:56:53 main:608] : INFO : Success, exiting..
01:56:53 (31816): 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)