Task 12456725
| Name | ParityModified-1645996229-17468-2-0_0 |
| Workunit | 9623944 |
| Created | 3 Mar 2022, 16:07:51 UTC |
| Sent | 6 Mar 2022, 11:11:55 UTC |
| Report deadline | 14 Mar 2022, 11:11:55 UTC |
| Received | 8 Mar 2022, 7:00:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 43 min 10 sec |
| CPU time | 1 hours 40 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 6:32:14 main:574] : INFO : Epoch 1542 | loss: 0.0311986 | val_loss: 0.031209 | Time: 2322.11 ms [2022-03-08 06:32:16 main:574] : INFO : Epoch 1543 | loss: 0.0311987 | val_loss: 0.0312115 | Time: 2390.71 ms [2022-03-08 06:32:19 main:574] : INFO : Epoch 1544 | loss: 0.0311983 | val_loss: 0.0312086 | Time: 2542.96 ms [2022-03-08 06:32:21 main:574] : INFO : Epoch 1545 | loss: 0.031198 | val_loss: 0.0312082 | Time: 2757.7 ms [2022-03-08 06:32:24 main:574] : INFO : Epoch 1546 | loss: 0.0311967 | val_loss: 0.031209 | Time: 2527.39 ms [2022-03-08 06:32:27 main:574] : INFO : Epoch 1547 | loss: 0.0311987 | val_loss: 0.0312107 | Time: 2723.12 ms [2022-03-08 06:32:30 main:574] : INFO : Epoch 1548 | loss: 0.0311968 | val_loss: 0.0312073 | Time: 2792.46 ms [2022-03-08 06:32:32 main:574] : INFO : Epoch 1549 | loss: 0.0311966 | val_loss: 0.0312101 | Time: 2410.57 ms [2022-03-08 06:32:35 main:574] : INFO : Epoch 1550 | loss: 0.0311965 | val_loss: 0.031215 | Time: 2394.91 ms [2022-03-08 06:32:37 main:574] : INFO : Epoch 1551 | loss: 0.0311976 | val_loss: 0.0312123 | Time: 2452.82 ms [2022-03-08 06:32:40 main:574] : INFO : Epoch 1552 | loss: 0.0312002 | val_loss: 0.0312093 | Time: 2543.49 ms [2022-03-08 06:32:42 main:574] : INFO : Epoch 1553 | loss: 0.031203 | val_loss: 0.0312259 | Time: 2337.83 ms [2022-03-08 06:32:44 main:574] : INFO : Epoch 1554 | loss: 0.0312014 | val_loss: 0.0312128 | Time: 2376.63 ms [2022-03-08 06:32:47 main:574] : INFO : Epoch 1555 | loss: 0.0311967 | val_loss: 0.03121 | Time: 2450.6 ms [2022-03-08 06:32:49 main:574] : INFO : Epoch 1556 | loss: 0.031196 | val_loss: 0.0312084 | Time: 2476.92 ms [2022-03-08 06:32:52 main:574] : INFO : Epoch 1557 | loss: 0.0311974 | val_loss: 0.0312111 | Time: 2593.22 ms [2022-03-08 06:32:55 main:574] : INFO : Epoch 1558 | loss: 0.0311956 | val_loss: 0.031209 | Time: 2637.44 ms [2022-03-08 06:32:57 main:574] : INFO : Epoch 1559 | loss: 0.0311953 | val_loss: 0.0312117 | Time: 2524 ms [2022-03-08 06:33:00 main:574] : INFO : Epoch 1560 | loss: 0.031199 | val_loss: 0.0312181 | Time: 2371.85 ms [2022-03-08 06:33:02 main:574] : INFO : Epoch 1561 | loss: 0.031197 | val_loss: 0.0312096 | Time: 2441.19 ms [2022-03-08 06:33:05 main:574] : INFO : Epoch 1562 | loss: 0.0311956 | val_loss: 0.0312091 | Time: 2511.06 ms [2022-03-08 06:33:08 main:574] : INFO : Epoch 1563 | loss: 0.0311991 | val_loss: 0.0312109 | Time: 2728.72 ms [2022-03-08 06:33:10 main:574] : INFO : Epoch 1564 | loss: 0.0311988 | val_loss: 0.0312149 | Time: 2457.43 ms [2022-03-08 06:33:13 main:574] : INFO : Epoch 1565 | loss: 0.0311976 | val_loss: 0.0312097 | Time: 2458.5 ms [2022-03-08 06:33:15 main:574] : INFO : Epoch 1566 | loss: 0.0311959 | val_loss: 0.0312109 | Time: 2366.8 ms [2022-03-08 06:33:17 main:574] : INFO : Epoch 1567 | loss: 0.0311943 | val_loss: 0.0312111 | Time: 2386.05 ms [2022-03-08 06:33:20 main:574] : INFO : Epoch 1568 | loss: 0.0311944 | val_loss: 0.0312092 | Time: 2383.02 ms [2022-03-08 06:33:22 main:574] : INFO : Epoch 1569 | loss: 0.0311944 | val_loss: 0.0312098 | Time: 2361.26 ms [2022-03-08 06:33:25 main:574] : INFO : Epoch 1570 | loss: 0.0311944 | val_loss: 0.0312103 | Time: 2468.07 ms [2022-03-08 06:33:27 main:574] : INFO : Epoch 1571 | loss: 0.0311951 | val_loss: 0.0312098 | Time: 2554.1 ms [2022-03-08 06:33:30 main:574] : INFO : Epoch 1572 | loss: 0.0311945 | val_loss: 0.0312133 | Time: 2396.26 ms [2022-03-08 06:33:32 main:574] : INFO : Epoch 1573 | loss: 0.0311952 | val_loss: 0.0312119 | Time: 2381.21 ms [2022-03-08 06:33:35 main:574] : INFO : Epoch 1574 | loss: 0.0311945 | val_loss: 0.0312109 | Time: 2393.51 ms [2022-03-08 06:33:37 main:574] : INFO : Epoch 1575 | loss: 0.0311969 | val_loss: 0.031209 | Time: 2418.91 ms [2022-03-08 06:33:40 main:574] : INFO : Epoch 1576 | loss: 0.031194 | val_loss: 0.0312109 | Time: 2496.46 ms [2022-03-08 06:33:42 main:574] : INFO : Epoch 1577 | loss: 0.0311937 | val_loss: 0.0312085 | Time: 2415.78 ms [2022-03-08 06:33:45 main:574] : INFO : Epoch 1578 | loss: 0.0311934 | val_loss: 0.0312198 | Time: 2421.75 ms [2022-03-08 06:33:47 main:574] : INFO : Epoch 1579 | loss: 0.0312026 | val_loss: 0.031212 | Time: 2417.67 ms [2022-03-08 06:33:50 main:574] : INFO : Epoch 1580 | loss: 0.0311952 | val_loss: 0.0312093 | Time: 2599.49 ms [2022-03-08 06:33:52 main:574] : INFO : Epoch 1581 | loss: 0.0311945 | val_loss: 0.031209 | Time: 2355.65 ms [2022-03-08 06:33:55 main:574] : INFO : Epoch 1582 | loss: 0.0311943 | val_loss: 0.0312106 | Time: 2369.43 ms [2022-03-08 06:33:57 main:574] : INFO : Epoch 1583 | loss: 0.0311925 | val_loss: 0.0312065 | Time: 2453.94 ms [2022-03-08 06:34:00 main:574] : INFO : Epoch 1584 | loss: 0.0311941 | val_loss: 0.0312083 | Time: 2455.39 ms [2022-03-08 06:34:02 main:574] : INFO : Epoch 1585 | loss: 0.0311943 | val_loss: 0.031208 | Time: 2456.89 ms [2022-03-08 06:34:05 main:574] : INFO : Epoch 1586 | loss: 0.0311931 | val_loss: 0.0312105 | Time: 2480.2 ms [2022-03-08 06:34:07 main:574] : INFO : Epoch 1587 | loss: 0.0311919 | val_loss: 0.0312113 | Time: 2368.74 ms [2022-03-08 06:34:10 main:574] : INFO : Epoch 1588 | loss: 0.0311939 | val_loss: 0.0312051 | Time: 2530.84 ms [2022-03-08 06:34:12 main:574] : INFO : Epoch 1589 | loss: 0.0311926 | val_loss: 0.0312066 | Time: 2492.71 ms [2022-03-08 06:34:15 main:574] : INFO : Epoch 1590 | loss: 0.0311927 | val_loss: 0.0312069 | Time: 2380.93 ms [2022-03-08 06:34:17 main:574] : INFO : Epoch 1591 | loss: 0.0311922 | val_loss: 0.0312068 | Time: 2361.38 ms [2022-03-08 06:34:19 main:574] : INFO : Epoch 1592 | loss: 0.0311965 | val_loss: 0.0312108 | Time: 2318.11 ms [2022-03-08 06:34:22 main:574] : INFO : Epoch 1593 | loss: 0.0311942 | val_loss: 0.0312034 | Time: 2394.72 ms [2022-03-08 06:34:24 main:574] : INFO : Epoch 1594 | loss: 0.031193 | val_loss: 0.0312066 | Time: 2319.71 ms [2022-03-08 06:34:27 main:574] : INFO : Epoch 1595 | loss: 0.0311914 | val_loss: 0.0312046 | Time: 2391.82 ms [2022-03-08 06:34:29 main:574] : INFO : Epoch 1596 | loss: 0.0311921 | val_loss: 0.0312046 | Time: 2600.58 ms [2022-03-08 06:34:32 main:574] : INFO : Epoch 1597 | loss: 0.0311916 | val_loss: 0.0312041 | Time: 2437.31 ms [2022-03-08 06:34:34 main:574] : INFO : Epoch 1598 | loss: 0.0311927 | val_loss: 0.0312057 | Time: 2376.17 ms [2022-03-08 06:34:37 main:574] : INFO : Epoch 1599 | loss: 0.0311942 | val_loss: 0.0312067 | Time: 2393.41 ms [2022-03-08 06:34:39 main:574] : INFO : Epoch 1600 | loss: 0.0311924 | val_loss: 0.0312038 | Time: 2391.8 ms [2022-03-08 06:34:41 main:574] : INFO : Epoch 1601 | loss: 0.0311936 | val_loss: 0.0312169 | Time: 2418.81 ms [2022-03-08 06:34:44 main:574] : INFO : Epoch 1602 | loss: 0.0311919 | val_loss: 0.0312057 | Time: 2427.23 ms [2022-03-08 06:34:46 main:574] : INFO : Epoch 1603 | loss: 0.0311911 | val_loss: 0.0312041 | Time: 2375.81 ms [2022-03-08 06:34:49 main:574] : INFO : Epoch 1604 | loss: 0.0311902 | val_loss: 0.0312061 | Time: 2420.16 ms [2022-03-08 06:34:52 main:574] : INFO : Epoch 1605 | loss: 0.0311902 | val_loss: 0.0312046 | Time: 2732.18 ms [2022-03-08 06:34:54 main:574] : INFO : Epoch 1606 | loss: 0.031191 | val_loss: 0.0312053 | Time: 2545.31 ms [2022-03-08 06:34:57 main:574] : INFO : Epoch 1607 | loss: 0.0311913 | val_loss: 0.0312044 | Time: 2420.7 ms [2022-03-08 06:34:59 main:574] : INFO : Epoch 1608 | loss: 0.0311908 | val_loss: 0.0312054 | Time: 2509.6 ms [2022-03-08 06:35:02 main:574] : INFO : Epoch 1609 | loss: 0.0311904 | val_loss: 0.0312064 | Time: 2418.85 ms [2022-03-08 06:35:04 main:574] : INFO : Epoch 1610 | loss: 0.0311911 | val_loss: 0.0312093 | Time: 2447.8 ms [2022-03-08 06:35:07 main:574] : INFO : Epoch 1611 | loss: 0.0311928 | val_loss: 0.0312093 | Time: 2440.24 ms [2022-03-08 06:35:09 main:574] : INFO : Epoch 1612 | loss: 0.031191 | val_loss: 0.0312043 | Time: 2473.18 ms [2022-03-08 06:35:12 main:574] : INFO : Epoch 1613 | loss: 0.0311896 | val_loss: 0.0312051 | Time: 2407.71 ms [2022-03-08 06:35:14 main:574] : INFO : Epoch 1614 | loss: 0.03119 | val_loss: 0.0312089 | Time: 2557.71 ms [2022-03-08 06:35:17 main:574] : INFO : Epoch 1615 | loss: 0.0311941 | val_loss: 0.0312037 | Time: 2751.72 ms [2022-03-08 06:35:19 main:574] : INFO : Epoch 1616 | loss: 0.0311967 | val_loss: 0.031206 | Time: 2456.59 ms [2022-03-08 06:35:22 main:574] : INFO : Epoch 1617 | loss: 0.0311961 | val_loss: 0.031206 | Time: 2510.83 ms [2022-03-08 06:35:25 main:574] : INFO : Epoch 1618 | loss: 0.0311958 | val_loss: 0.0312058 | Time: 2483.51 ms [2022-03-08 06:35:27 main:574] : INFO : Epoch 1619 | loss: 0.0311962 | val_loss: 0.031206 | Time: 2511.39 ms [2022-03-08 06:35:30 main:574] : INFO : Epoch 1620 | loss: 0.0311952 | val_loss: 0.0312033 | Time: 2549.46 ms [2022-03-08 06:35:32 main:574] : INFO : Epoch 1621 | loss: 0.0311924 | val_loss: 0.0312087 | Time: 2731.54 ms [2022-03-08 06:35:35 main:574] : INFO : Epoch 1622 | loss: 0.0311914 | val_loss: 0.0312036 | Time: 2706.41 ms [2022-03-08 06:35:38 main:574] : INFO : Epoch 1623 | loss: 0.031191 | val_loss: 0.0312045 | Time: 2771.18 ms [2022-03-08 06:35:41 main:574] : INFO : Epoch 1624 | loss: 0.0311928 | val_loss: 0.0312096 | Time: 2626.2 ms [2022-03-08 06:35:43 main:574] : INFO : Epoch 1625 | loss: 0.0311939 | val_loss: 0.0312171 | Time: 2466.47 ms [2022-03-08 06:35:46 main:574] : INFO : Epoch 1626 | loss: 0.0311976 | val_loss: 0.0312088 | Time: 2672.42 ms [2022-03-08 06:35:49 main:574] : INFO : Epoch 1627 | loss: 0.0311916 | val_loss: 0.0312068 | Time: 2678.97 ms [2022-03-08 06:35:51 main:574] : INFO : Epoch 1628 | loss: 0.0311897 | val_loss: 0.031205 | Time: 2725.4 ms [2022-03-08 06:35:54 main:574] : INFO : Epoch 1629 | loss: 0.0311904 | val_loss: 0.0312074 | Time: 2643.08 ms [2022-03-08 06:35:57 main:574] : INFO : Epoch 1630 | loss: 0.0311933 | val_loss: 0.0312043 | Time: 2550.83 ms [2022-03-08 06:35:59 main:574] : INFO : Epoch 1631 | loss: 0.0311905 | val_loss: 0.0312056 | Time: 2783.28 ms [2022-03-08 06:36:02 main:574] : INFO : Epoch 1632 | loss: 0.0311911 | val_loss: 0.0312049 | Time: 2788.46 ms [2022-03-08 06:36:05 main:574] : INFO : Epoch 1633 | loss: 0.03119 | val_loss: 0.0312043 | Time: 2763.16 ms [2022-03-08 06:36:08 main:574] : INFO : Epoch 1634 | loss: 0.0311918 | val_loss: 0.0312099 | Time: 2798.97 ms [2022-03-08 06:36:11 main:574] : INFO : Epoch 1635 | loss: 0.0311947 | val_loss: 0.0312063 | Time: 2861.7 ms [2022-03-08 06:36:14 main:574] : INFO : Epoch 1636 | loss: 0.0311904 | val_loss: 0.0312038 | Time: 2962.64 ms [2022-03-08 06:36:17 main:574] : INFO : Epoch 1637 | loss: 0.0311886 | val_loss: 0.0312047 | Time: 3269.26 ms [2022-03-08 06:36:20 main:574] : INFO : Epoch 1638 | loss: 0.0311892 | val_loss: 0.0312032 | Time: 2773.71 ms [2022-03-08 06:36:23 main:574] : INFO : Epoch 1639 | loss: 0.0311911 | val_loss: 0.0312039 | Time: 2695.11 ms [2022-03-08 06:36:26 main:574] : INFO : Epoch 1640 | loss: 0.0311903 | val_loss: 0.0312178 | Time: 2720.12 ms [2022-03-08 06:36:28 main:574] : INFO : Epoch 1641 | loss: 0.0311916 | val_loss: 0.0312036 | Time: 2715.03 ms [2022-03-08 06:36:31 main:574] : INFO : Epoch 1642 | loss: 0.0311896 | val_loss: 0.031207 | Time: 3002.21 ms [2022-03-08 06:36:34 main:574] : INFO : Epoch 1643 | loss: 0.0311897 | val_loss: 0.0312049 | Time: 2934.19 ms [2022-03-08 06:36:37 main:574] : INFO : Epoch 1644 | loss: 0.031188 | val_loss: 0.0312055 | Time: 2503.79 ms [2022-03-08 06:36:40 main:574] : INFO : Epoch 1645 | loss: 0.0311898 | val_loss: 0.0312075 | Time: 3277.58 ms [2022-03-08 06:36:44 main:574] : INFO : Epoch 1646 | loss: 0.0311907 | val_loss: 0.0312065 | Time: 3267.57 ms [2022-03-08 06:36:47 main:574] : INFO : Epoch 1647 | loss: 0.0311886 | val_loss: 0.0312099 | Time: 2880.56 ms [2022-03-08 06:36:50 main:574] : INFO : Epoch 1648 | loss: 0.0311893 | val_loss: 0.0312087 | Time: 2743.47 ms [2022-03-08 06:36:53 main:574] : INFO : Epoch 1649 | loss: 0.0311893 | val_loss: 0.0312066 | Time: 3250.8 ms [2022-03-08 06:36:56 main:574] : INFO : Epoch 1650 | loss: 0.031191 | val_loss: 0.0312055 | Time: 2906.97 ms [2022-03-08 06:36:58 main:574] : INFO : Epoch 1651 | loss: 0.0311892 | val_loss: 0.0312158 | Time: 2642.27 ms [2022-03-08 06:37:02 main:574] : INFO : Epoch 1652 | loss: 0.0311912 | val_loss: 0.0312063 | Time: 3051.27 ms [2022-03-08 06:37:05 main:574] : INFO : Epoch 1653 | loss: 0.0311906 | val_loss: 0.0312078 | Time: 3164.46 ms [2022-03-08 06:37:08 main:574] : INFO : Epoch 1654 | loss: 0.0311889 | val_loss: 0.0312065 | Time: 3499.75 ms [2022-03-08 06:37:11 main:574] : INFO : Epoch 1655 | loss: 0.0311887 | val_loss: 0.0312035 | Time: 2899.57 ms [2022-03-08 06:37:15 main:574] : INFO : Epoch 1656 | loss: 0.0311877 | val_loss: 0.0312086 | Time: 3410.36 ms [2022-03-08 06:37:18 main:574] : INFO : Epoch 1657 | loss: 0.0311882 | val_loss: 0.0312047 | Time: 3300.57 ms [2022-03-08 06:37:21 main:574] : INFO : Epoch 1658 | loss: 0.0311888 | val_loss: 0.0312054 | Time: 3281.9 ms [2022-03-08 06:37:25 main:574] : INFO : Epoch 1659 | loss: 0.0311902 | val_loss: 0.0312099 | Time: 3396.93 ms [2022-03-08 06:37:28 main:574] : INFO : Epoch 1660 | loss: 0.0311897 | val_loss: 0.0312058 | Time: 2935.22 ms [2022-03-08 06:37:31 main:574] : INFO : Epoch 1661 | loss: 0.0311889 | val_loss: 0.0312074 | Time: 3226.55 ms [2022-03-08 06:37:34 main:574] : INFO : Epoch 1662 | loss: 0.0311917 | val_loss: 0.0312106 | Time: 2784.38 ms [2022-03-08 06:37:37 main:574] : INFO : Epoch 1663 | loss: 0.0311901 | val_loss: 0.0312107 | Time: 3397.02 ms [2022-03-08 06:37:41 main:574] : INFO : Epoch 1664 | loss: 0.0311879 | val_loss: 0.0312063 | Time: 3268.17 ms [2022-03-08 06:37:44 main:574] : INFO : Epoch 1665 | loss: 0.0311879 | val_loss: 0.0312095 | Time: 3249.78 ms [2022-03-08 06:37:47 main:574] : INFO : Epoch 1666 | loss: 0.031189 | val_loss: 0.0312071 | Time: 3058.82 ms [2022-03-08 06:37:50 main:574] : INFO : Epoch 1667 | loss: 0.0311873 | val_loss: 0.0312068 | Time: 2998.11 ms [2022-03-08 06:37:53 main:574] : INFO : Epoch 1668 | loss: 0.0311876 | val_loss: 0.0312047 | Time: 3044.41 ms [2022-03-08 06:37:56 main:574] : INFO : Epoch 1669 | loss: 0.0311893 | val_loss: 0.0312062 | Time: 3176.26 ms [2022-03-08 06:37:59 main:574] : INFO : Epoch 1670 | loss: 0.0311913 | val_loss: 0.0312077 | Time: 2963.42 ms [2022-03-08 06:38:03 main:574] : INFO : Epoch 1671 | loss: 0.0311888 | val_loss: 0.0312103 | Time: 3119.62 ms [2022-03-08 06:38:06 main:574] : INFO : Epoch 1672 | loss: 0.0311914 | val_loss: 0.0312044 | Time: 2956.26 ms [2022-03-08 06:38:09 main:574] : INFO : Epoch 1673 | loss: 0.03119 | val_loss: 0.0312093 | Time: 3159.97 ms [2022-03-08 06:38:12 main:574] : INFO : Epoch 1674 | loss: 0.0311891 | val_loss: 0.0312052 | Time: 2853.67 ms [2022-03-08 06:38:15 main:574] : INFO : Epoch 1675 | loss: 0.0311881 | val_loss: 0.0312052 | Time: 3001.51 ms [2022-03-08 06:38:18 main:574] : INFO : Epoch 1676 | loss: 0.0311888 | val_loss: 0.0312085 | Time: 3329.89 ms [2022-03-08 06:38:21 main:574] : INFO : Epoch 1677 | loss: 0.0311891 | val_loss: 0.0312055 | Time: 2935.4 ms [2022-03-08 06:38:24 main:574] : INFO : Epoch 1678 | loss: 0.0311887 | val_loss: 0.031206 | Time: 2824.26 ms [2022-03-08 06:38:27 main:574] : INFO : Epoch 1679 | loss: 0.031189 | val_loss: 0.0312075 | Time: 3240.82 ms [2022-03-08 06:38:31 main:574] : INFO : Epoch 1680 | loss: 0.0311908 | val_loss: 0.031214 | Time: 3728.61 ms [2022-03-08 06:38:35 main:574] : INFO : Epoch 1681 | loss: 0.0311908 | val_loss: 0.031205 | Time: 3428.99 ms [2022-03-08 06:38:38 main:574] : INFO : Epoch 1682 | loss: 0.0311874 | val_loss: 0.0312081 | Time: 3143.54 ms [2022-03-08 06:38:41 main:574] : INFO : Epoch 1683 | loss: 0.0311883 | val_loss: 0.0312061 | Time: 3217.67 ms [2022-03-08 06:38:45 main:574] : INFO : Epoch 1684 | loss: 0.0311874 | val_loss: 0.0312061 | Time: 3970.71 ms [2022-03-08 06:38:48 main:574] : INFO : Epoch 1685 | loss: 0.0311889 | val_loss: 0.031207 | Time: 3017.38 ms [2022-03-08 06:38:52 main:574] : INFO : Epoch 1686 | loss: 0.0311931 | val_loss: 0.0312102 | Time: 3509.37 ms [2022-03-08 06:38:55 main:574] : INFO : Epoch 1687 | loss: 0.0312004 | val_loss: 0.0312135 | Time: 3403.48 ms [2022-03-08 06:38:59 main:574] : INFO : Epoch 1688 | loss: 0.0311894 | val_loss: 0.0312032 | Time: 3290.76 ms [2022-03-08 06:39:02 main:574] : INFO : Epoch 1689 | loss: 0.0311886 | val_loss: 0.0312046 | Time: 3473.8 ms [2022-03-08 06:39:06 main:574] : INFO : Epoch 1690 | loss: 0.031189 | val_loss: 0.0312057 | Time: 3751.03 ms [2022-03-08 06:39:09 main:574] : INFO : Epoch 1691 | loss: 0.0311862 | val_loss: 0.0312072 | Time: 3160.05 ms [2022-03-08 06:39:12 main:574] : INFO : Epoch 1692 | loss: 0.0311876 | val_loss: 0.0312041 | Time: 2910.72 ms [2022-03-08 06:39:15 main:574] : INFO : Epoch 1693 | loss: 0.0311888 | val_loss: 0.0312081 | Time: 3251.97 ms [2022-03-08 06:39:19 main:574] : INFO : Epoch 1694 | loss: 0.0311877 | val_loss: 0.031207 | Time: 3669.48 ms [2022-03-08 06:39:22 main:574] : INFO : Epoch 1695 | loss: 0.0311862 | val_loss: 0.0312058 | Time: 2994.07 ms [2022-03-08 06:39:25 main:574] : INFO : Epoch 1696 | loss: 0.0311867 | val_loss: 0.0312043 | Time: 2760.83 ms [2022-03-08 06:39:28 main:574] : INFO : Epoch 1697 | loss: 0.031187 | val_loss: 0.0312045 | Time: 3426.71 ms [2022-03-08 06:39:32 main:574] : INFO : Epoch 1698 | loss: 0.0311869 | val_loss: 0.0312052 | Time: 3803.89 ms [2022-03-08 06:39:36 main:574] : INFO : Epoch 1699 | loss: 0.031188 | val_loss: 0.0312081 | Time: 3441.62 ms [2022-03-08 06:39:39 main:574] : INFO : Epoch 1700 | loss: 0.0311887 | val_loss: 0.0312073 | Time: 3351.48 ms [2022-03-08 06:39:43 main:574] : INFO : Epoch 1701 | loss: 0.0311869 | val_loss: 0.0312067 | Time: 3930.72 ms [2022-03-08 06:39:46 main:574] : INFO : Epoch 1702 | loss: 0.0311865 | val_loss: 0.0312046 | Time: 2944.14 ms [2022-03-08 06:39:49 main:574] : INFO : Epoch 1703 | loss: 0.0311898 | val_loss: 0.0312051 | Time: 3431.99 ms [2022-03-08 06:39:53 main:574] : INFO : Epoch 1704 | loss: 0.0311903 | val_loss: 0.0312055 | Time: 3579.13 ms [2022-03-08 06:39:56 main:574] : INFO : Epoch 1705 | loss: 0.0311869 | val_loss: 0.0312063 | Time: 2984.96 ms [2022-03-08 06:39:59 main:574] : INFO : Epoch 1706 | loss: 0.0311878 | val_loss: 0.0312073 | Time: 3349.69 ms [2022-03-08 06:40:03 main:574] : INFO : Epoch 1707 | loss: 0.0311876 | val_loss: 0.0312106 | Time: 3205.11 ms [2022-03-08 06:40:07 main:574] : INFO : Epoch 1708 | loss: 0.0311882 | val_loss: 0.0312071 | Time: 3913 ms [2022-03-08 06:40:10 main:574] : INFO : Epoch 1709 | loss: 0.0311886 | val_loss: 0.0312046 | Time: 3590.81 ms [2022-03-08 06:40:14 main:574] : INFO : Epoch 1710 | loss: 0.0311864 | val_loss: 0.0312044 | Time: 3531.58 ms [2022-03-08 06:40:17 main:574] : INFO : Epoch 1711 | loss: 0.0311867 | val_loss: 0.031205 | Time: 3182.39 ms [2022-03-08 06:40:20 main:574] : INFO : Epoch 1712 | loss: 0.0311884 | val_loss: 0.0312054 | Time: 3022.99 ms [2022-03-08 06:40:23 main:574] : INFO : Epoch 1713 | loss: 0.031188 | val_loss: 0.0312057 | Time: 3208.21 ms [2022-03-08 06:40:27 main:574] : INFO : Epoch 1714 | loss: 0.0311869 | val_loss: 0.0312055 | Time: 3184.33 ms [2022-03-08 06:40:31 main:574] : INFO : Epoch 1715 | loss: 0.0311865 | val_loss: 0.0312071 | Time: 4381.28 ms [2022-03-08 06:40:34 main:574] : INFO : Epoch 1716 | loss: 0.0311866 | val_loss: 0.031208 | Time: 3028.86 ms [2022-03-08 06:40:38 main:574] : INFO : Epoch 1717 | loss: 0.0311865 | val_loss: 0.031205 | Time: 3404.34 ms [2022-03-08 06:40:41 main:574] : INFO : Epoch 1718 | loss: 0.0311864 | val_loss: 0.0312089 | Time: 3343.85 ms [2022-03-08 06:40:44 main:574] : INFO : Epoch 1719 | loss: 0.0311882 | val_loss: 0.0312033 | Time: 2948.51 ms [2022-03-08 06:40:47 main:574] : INFO : Epoch 1720 | loss: 0.0311877 | val_loss: 0.0312054 | Time: 3127 ms [2022-03-08 06:40:50 main:574] : INFO : Epoch 1721 | loss: 0.0311884 | val_loss: 0.0312033 | Time: 3259.18 ms [2022-03-08 06:40:53 main:574] : INFO : Epoch 1722 | loss: 0.031188 | val_loss: 0.0312059 | Time: 2847.66 ms [2022-03-08 06:40:57 main:574] : INFO : Epoch 1723 | loss: 0.0311893 | val_loss: 0.0312049 | Time: 3173.37 ms [2022-03-08 06:40:59 main:574] : INFO : Epoch 1724 | loss: 0.031189 | val_loss: 0.0312087 | Time: 2792.64 ms [2022-03-08 06:41:03 main:574] : INFO : Epoch 1725 | loss: 0.0311875 | val_loss: 0.0312057 | Time: 3470.22 ms [2022-03-08 06:41:06 main:574] : INFO : Epoch 1726 | loss: 0.0311878 | val_loss: 0.0312089 | Time: 3511.43 ms [2022-03-08 06:41:11 main:574] : INFO : Epoch 1727 | loss: 0.0311913 | val_loss: 0.0312155 | Time: 3980.72 ms [2022-03-08 06:41:14 main:574] : INFO : Epoch 1728 | loss: 0.0311895 | val_loss: 0.0312052 | Time: 3712.59 ms [2022-03-08 06:41:18 main:574] : INFO : Epoch 1729 | loss: 0.0311888 | val_loss: 0.0312089 | Time: 3411.3 ms [2022-03-08 06:41:22 main:574] : INFO : Epoch 1730 | loss: 0.0311881 | val_loss: 0.0312038 | Time: 3736.22 ms [2022-03-08 06:41:26 main:574] : INFO : Epoch 1731 | loss: 0.0311874 | val_loss: 0.0312053 | Time: 3969.84 ms [2022-03-08 06:41:30 main:574] : INFO : Epoch 1732 | loss: 0.0311869 | val_loss: 0.0312058 | Time: 4449.92 ms [2022-03-08 06:41:34 main:574] : INFO : Epoch 1733 | loss: 0.0311868 | val_loss: 0.0312048 | Time: 3718.21 ms [2022-03-08 06:41:37 main:574] : INFO : Epoch 1734 | loss: 0.0311858 | val_loss: 0.0312042 | Time: 3412.02 ms [2022-03-08 06:41:41 main:574] : INFO : Epoch 1735 | loss: 0.0311887 | val_loss: 0.0312047 | Time: 3448.78 ms [2022-03-08 06:41:44 main:574] : INFO : Epoch 1736 | loss: 0.0311894 | val_loss: 0.0312063 | Time: 3067.27 ms [2022-03-08 06:41:48 main:574] : INFO : Epoch 1737 | loss: 0.0311921 | val_loss: 0.0312073 | Time: 4328.21 ms [2022-03-08 06:41:52 main:574] : INFO : Epoch 1738 | loss: 0.0311882 | val_loss: 0.0312033 | Time: 3761.14 ms [2022-03-08 06:41:56 main:574] : INFO : Epoch 1739 | loss: 0.0311879 | val_loss: 0.031206 | Time: 3630.44 ms [2022-03-08 06:41:59 main:574] : INFO : Epoch 1740 | loss: 0.0311869 | val_loss: 0.0312048 | Time: 3385.16 ms [2022-03-08 06:42:03 main:574] : INFO : Epoch 1741 | loss: 0.0311868 | val_loss: 0.0312053 | Time: 3819.11 ms [2022-03-08 06:42:07 main:574] : INFO : Epoch 1742 | loss: 0.031186 | val_loss: 0.031205 | Time: 3428.42 ms [2022-03-08 06:42:11 main:574] : INFO : Epoch 1743 | loss: 0.0311863 | val_loss: 0.0312056 | Time: 3965.35 ms [2022-03-08 06:42:15 main:574] : INFO : Epoch 1744 | loss: 0.0311912 | val_loss: 0.0312124 | Time: 3972.49 ms [2022-03-08 06:42:19 main:574] : INFO : Epoch 1745 | loss: 0.0312008 | val_loss: 0.03121 | Time: 4385.68 ms [2022-03-08 06:42:22 main:574] : INFO : Epoch 1746 | loss: 0.0311911 | val_loss: 0.031205 | Time: 3335.78 ms [2022-03-08 06:42:26 main:574] : INFO : Epoch 1747 | loss: 0.0311876 | val_loss: 0.0312046 | Time: 3302.54 ms [2022-03-08 06:42:30 main:574] : INFO : Epoch 1748 | loss: 0.0311881 | val_loss: 0.0312059 | Time: 4094.95 ms [2022-03-08 06:42:34 main:574] : INFO : Epoch 1749 | loss: 0.0311895 | val_loss: 0.031203 | Time: 3599.1 ms [2022-03-08 06:42:38 main:574] : INFO : Epoch 1750 | loss: 0.0311893 | val_loss: 0.0312057 | Time: 4265.2 ms [2022-03-08 06:42:41 main:574] : INFO : Epoch 1751 | loss: 0.03119 | val_loss: 0.0312024 | Time: 3349.77 ms [2022-03-08 06:42:46 main:574] : INFO : Epoch 1752 | loss: 0.0311893 | val_loss: 0.0312039 | Time: 4218.02 ms [2022-03-08 06:42:50 main:574] : INFO : Epoch 1753 | loss: 0.0311875 | val_loss: 0.0312046 | Time: 4565.34 ms [2022-03-08 06:42:55 main:574] : INFO : Epoch 1754 | loss: 0.03119 | val_loss: 0.031204 | Time: 4683.46 ms [2022-03-08 06:42:59 main:574] : INFO : Epoch 1755 | loss: 0.0311898 | val_loss: 0.0312049 | Time: 3553.76 ms [2022-03-08 06:43:03 main:574] : INFO : Epoch 1756 | loss: 0.0311867 | val_loss: 0.0312048 | Time: 4455.87 ms [2022-03-08 06:43:07 main:574] : INFO : Epoch 1757 | loss: 0.0311883 | val_loss: 0.031209 | Time: 4325.9 ms [2022-03-08 06:43:12 main:574] : INFO : Epoch 1758 | loss: 0.0311876 | val_loss: 0.0312063 | Time: 4168.79 ms [2022-03-08 06:43:15 main:574] : INFO : Epoch 1759 | loss: 0.0311895 | val_loss: 0.03121 | Time: 3354.44 ms [2022-03-08 06:43:19 main:574] : INFO : Epoch 1760 | loss: 0.0311876 | val_loss: 0.0312039 | Time: 4354.58 ms [2022-03-08 06:43:24 main:574] : INFO : Epoch 1761 | loss: 0.0311857 | val_loss: 0.0312063 | Time: 4282.71 ms [2022-03-08 06:43:28 main:574] : INFO : Epoch 1762 | loss: 0.0311862 | val_loss: 0.0312058 | Time: 3962.69 ms [2022-03-08 06:43:31 main:574] : INFO : Epoch 1763 | loss: 0.0311874 | val_loss: 0.031205 | Time: 3455.77 ms [2022-03-08 06:43:35 main:574] : INFO : Epoch 1764 | loss: 0.0311899 | val_loss: 0.0312058 | Time: 3214.9 ms [2022-03-08 06:43:38 main:574] : INFO : Epoch 1765 | loss: 0.0311861 | val_loss: 0.0312057 | Time: 3663.58 ms [2022-03-08 06:43:42 main:574] : INFO : Epoch 1766 | loss: 0.0311863 | val_loss: 0.0312055 | Time: 3785.82 ms [2022-03-08 06:43:45 main:574] : INFO : Epoch 1767 | loss: 0.031188 | val_loss: 0.0312101 | Time: 3187.34 ms [2022-03-08 06:43:49 main:574] : INFO : Epoch 1768 | loss: 0.0311892 | val_loss: 0.0312052 | Time: 3187.38 ms [2022-03-08 06:43:52 main:574] : INFO : Epoch 1769 | loss: 0.0311868 | val_loss: 0.0312025 | Time: 3302.38 ms [2022-03-08 06:43:55 main:574] : INFO : Epoch 1770 | loss: 0.0311877 | val_loss: 0.0312029 | Time: 3333.15 ms [2022-03-08 06:43:59 main:574] : INFO : Epoch 1771 | loss: 0.0311887 | val_loss: 0.0312045 | Time: 3923.42 ms [2022-03-08 06:44:03 main:574] : INFO : Epoch 1772 | loss: 0.0311866 | val_loss: 0.0312034 | Time: 3813.15 ms [2022-03-08 06:44:07 main:574] : INFO : Epoch 1773 | loss: 0.0311872 | val_loss: 0.0312026 | Time: 3204.5 ms [2022-03-08 06:44:10 main:574] : INFO : Epoch 1774 | loss: 0.0311856 | val_loss: 0.0312037 | Time: 3768.05 ms [2022-03-08 06:44:14 main:574] : INFO : Epoch 1775 | loss: 0.031185 | val_loss: 0.0312066 | Time: 3274.09 ms [2022-03-08 06:44:17 main:574] : INFO : Epoch 1776 | loss: 0.0311869 | val_loss: 0.0312039 | Time: 3337.63 ms [2022-03-08 06:44:20 main:574] : INFO : Epoch 1777 | loss: 0.0311861 | val_loss: 0.0312055 | Time: 3330.28 ms [2022-03-08 06:44:24 main:574] : INFO : Epoch 1778 | loss: 0.0311865 | val_loss: 0.0312045 | Time: 3813.45 ms [2022-03-08 06:44:28 main:574] : INFO : Epoch 1779 | loss: 0.0311847 | val_loss: 0.0312059 | Time: 3450.05 ms [2022-03-08 06:44:30 main:574] : INFO : Epoch 1780 | loss: 0.0311853 | val_loss: 0.0312042 | Time: 2603.34 ms [2022-03-08 06:44:35 main:574] : INFO : Epoch 1781 | loss: 0.0311862 | val_loss: 0.0312042 | Time: 4685.13 ms [2022-03-08 06:44:39 main:574] : INFO : Epoch 1782 | loss: 0.0311877 | val_loss: 0.0312039 | Time: 4093.31 ms [2022-03-08 06:44:43 main:574] : INFO : Epoch 1783 | loss: 0.0311857 | val_loss: 0.0312089 | Time: 3673.58 ms [2022-03-08 06:44:47 main:574] : INFO : Epoch 1784 | loss: 0.0311879 | val_loss: 0.0312067 | Time: 3620.27 ms [2022-03-08 06:44:51 main:574] : INFO : Epoch 1785 | loss: 0.0311867 | val_loss: 0.0312062 | Time: 4372.61 ms [2022-03-08 06:44:55 main:574] : INFO : Epoch 1786 | loss: 0.0311866 | val_loss: 0.0312015 | Time: 3751.84 ms [2022-03-08 06:44:59 main:574] : INFO : Epoch 1787 | loss: 0.0311871 | val_loss: 0.0312066 | Time: 3774.81 ms [2022-03-08 06:45:02 main:574] : INFO : Epoch 1788 | loss: 0.0311895 | val_loss: 0.0312009 | Time: 3290.6 ms [2022-03-08 06:45:07 main:574] : INFO : Epoch 1789 | loss: 0.0311868 | val_loss: 0.0312042 | Time: 4904.7 ms [2022-03-08 06:45:12 main:574] : INFO : Epoch 1790 | loss: 0.0311861 | val_loss: 0.0312044 | Time: 4624.65 ms [2022-03-08 06:45:17 main:574] : INFO : Epoch 1791 | loss: 0.0311868 | val_loss: 0.0312013 | Time: 4871.7 ms [2022-03-08 06:45:20 main:574] : INFO : Epoch 1792 | loss: 0.0311878 | val_loss: 0.0312044 | Time: 3693.58 ms [2022-03-08 06:45:25 main:574] : INFO : Epoch 1793 | loss: 0.0311862 | val_loss: 0.0312033 | Time: 4931.49 ms [2022-03-08 06:45:30 main:574] : INFO : Epoch 1794 | loss: 0.0311857 | val_loss: 0.0312039 | Time: 4506.15 ms [2022-03-08 06:45:33 main:574] : INFO : Epoch 1795 | loss: 0.0311857 | val_loss: 0.0312029 | Time: 2891.86 ms [2022-03-08 06:45:37 main:574] : INFO : Epoch 1796 | loss: 0.0311881 | val_loss: 0.0312019 | Time: 3876.95 ms [2022-03-08 06:45:41 main:574] : INFO : Epoch 1797 | loss: 0.0311873 | val_loss: 0.0312029 | Time: 4330.34 ms [2022-03-08 06:45:45 main:574] : INFO : Epoch 1798 | loss: 0.031186 | val_loss: 0.0312026 | Time: 3458.85 ms [2022-03-08 06:45:49 main:574] : INFO : Epoch 1799 | loss: 0.0311884 | val_loss: 0.0312041 | Time: 4104.06 ms [2022-03-08 06:45:53 main:574] : INFO : Epoch 1800 | loss: 0.0311882 | val_loss: 0.0312036 | Time: 3614.43 ms [2022-03-08 06:45:58 main:574] : INFO : Epoch 1801 | loss: 0.0311886 | val_loss: 0.0312091 | Time: 5831.79 ms [2022-03-08 06:46:02 main:574] : INFO : Epoch 1802 | loss: 0.0311882 | val_loss: 0.0312029 | Time: 4018.31 ms [2022-03-08 06:46:07 main:574] : INFO : Epoch 1803 | loss: 0.031187 | val_loss: 0.0312047 | Time: 3942.51 ms [2022-03-08 06:46:10 main:574] : INFO : Epoch 1804 | loss: 0.0311864 | val_loss: 0.0312043 | Time: 3914.77 ms [2022-03-08 06:46:15 main:574] : INFO : Epoch 1805 | loss: 0.031191 | val_loss: 0.0312159 | Time: 4598.4 ms [2022-03-08 06:46:19 main:574] : INFO : Epoch 1806 | loss: 0.0311902 | val_loss: 0.0312018 | Time: 3396.37 ms [2022-03-08 06:46:22 main:574] : INFO : Epoch 1807 | loss: 0.0311852 | val_loss: 0.0312047 | Time: 3451.51 ms [2022-03-08 06:46:26 main:574] : INFO : Epoch 1808 | loss: 0.0311873 | val_loss: 0.0312082 | Time: 3766.99 ms [2022-03-08 06:46:30 main:574] : INFO : Epoch 1809 | loss: 0.0311877 | val_loss: 0.0312132 | Time: 4153.57 ms [2022-03-08 06:46:34 main:574] : INFO : Epoch 1810 | loss: 0.0311854 | val_loss: 0.0312029 | Time: 4031.66 ms [2022-03-08 06:46:38 main:574] : INFO : Epoch 1811 | loss: 0.031184 | val_loss: 0.0312047 | Time: 4232.86 ms [2022-03-08 06:46:42 main:574] : INFO : Epoch 1812 | loss: 0.0311856 | val_loss: 0.0312018 | Time: 3304.91 ms [2022-03-08 06:46:45 main:574] : INFO : Epoch 1813 | loss: 0.0311844 | val_loss: 0.0312024 | Time: 3599.71 ms [2022-03-08 06:46:49 main:574] : INFO : Epoch 1814 | loss: 0.0311885 | val_loss: 0.0312027 | Time: 3753.48 ms [2022-03-08 06:46:53 main:574] : INFO : Epoch 1815 | loss: 0.0311893 | val_loss: 0.0312041 | Time: 3987.3 ms [2022-03-08 06:46:57 main:574] : INFO : Epoch 1816 | loss: 0.0311867 | val_loss: 0.031205 | Time: 3763.17 ms [2022-03-08 06:47:01 main:574] : INFO : Epoch 1817 | loss: 0.0311872 | val_loss: 0.031205 | Time: 4180.88 ms [2022-03-08 06:47:05 main:574] : INFO : Epoch 1818 | loss: 0.0311921 | val_loss: 0.0312041 | Time: 3146.7 ms [2022-03-08 06:47:08 main:574] : INFO : Epoch 1819 | loss: 0.0311936 | val_loss: 0.0312055 | Time: 3852.31 ms [2022-03-08 06:47:12 main:574] : INFO : Epoch 1820 | loss: 0.0311875 | val_loss: 0.0312018 | Time: 3652.46 ms [2022-03-08 06:47:17 main:574] : INFO : Epoch 1821 | loss: 0.0311881 | val_loss: 0.0312039 | Time: 4338.61 ms [2022-03-08 06:47:21 main:574] : INFO : Epoch 1822 | loss: 0.0311879 | val_loss: 0.0312043 | Time: 4396.32 ms [2022-03-08 06:47:25 main:574] : INFO : Epoch 1823 | loss: 0.0311856 | val_loss: 0.0312048 | Time: 4377.76 ms [2022-03-08 06:47:30 main:574] : INFO : Epoch 1824 | loss: 0.0311867 | val_loss: 0.0312018 | Time: 4156.77 ms [2022-03-08 06:47:35 main:574] : INFO : Epoch 1825 | loss: 0.0311853 | val_loss: 0.0312031 | Time: 4983.14 ms [2022-03-08 06:47:39 main:574] : INFO : Epoch 1826 | loss: 0.0311871 | val_loss: 0.031215 | Time: 4376.37 ms [2022-03-08 06:47:43 main:574] : INFO : Epoch 1827 | loss: 0.0311914 | val_loss: 0.0312029 | Time: 4068.17 ms [2022-03-08 06:47:46 main:574] : INFO : Epoch 1828 | loss: 0.0311882 | val_loss: 0.0312043 | Time: 3248.29 ms [2022-03-08 06:47:50 main:574] : INFO : Epoch 1829 | loss: 0.0311875 | val_loss: 0.0312033 | Time: 3075.69 ms [2022-03-08 06:47:54 main:574] : INFO : Epoch 1830 | loss: 0.0311904 | val_loss: 0.0312156 | Time: 4090.67 ms [2022-03-08 06:47:58 main:574] : INFO : Epoch 1831 | loss: 0.0311891 | val_loss: 0.0312056 | Time: 4005.12 ms [2022-03-08 06:48:01 main:574] : INFO : Epoch 1832 | loss: 0.031187 | val_loss: 0.0312041 | Time: 3389.13 ms [2022-03-08 06:48:05 main:574] : INFO : Epoch 1833 | loss: 0.0311877 | val_loss: 0.031209 | Time: 3844.88 ms [2022-03-08 06:48:09 main:574] : INFO : Epoch 1834 | loss: 0.031188 | val_loss: 0.0312044 | Time: 3542.06 ms [2022-03-08 06:48:13 main:574] : INFO : Epoch 1835 | loss: 0.0311854 | val_loss: 0.0312022 | Time: 4171.79 ms [2022-03-08 06:48:16 main:574] : INFO : Epoch 1836 | loss: 0.0311855 | val_loss: 0.0312068 | Time: 3397.76 ms [2022-03-08 06:48:21 main:574] : INFO : Epoch 1837 | loss: 0.0311868 | val_loss: 0.0312034 | Time: 4199.57 ms [2022-03-08 06:48:24 main:574] : INFO : Epoch 1838 | loss: 0.0311864 | val_loss: 0.031204 | Time: 3301.28 ms [2022-03-08 06:48:28 main:574] : INFO : Epoch 1839 | loss: 0.0311896 | val_loss: 0.0312073 | Time: 4013.64 ms [2022-03-08 06:48:32 main:574] : INFO : Epoch 1840 | loss: 0.0311964 | val_loss: 0.0312036 | Time: 3673.21 ms [2022-03-08 06:48:37 main:574] : INFO : Epoch 1841 | loss: 0.0311953 | val_loss: 0.0311999 | Time: 4766.05 ms [2022-03-08 06:48:41 main:574] : INFO : Epoch 1842 | loss: 0.0311955 | val_loss: 0.0312054 | Time: 3908.13 ms [2022-03-08 06:48:45 main:574] : INFO : Epoch 1843 | loss: 0.0311949 | val_loss: 0.0312027 | Time: 3977.53 ms [2022-03-08 06:48:48 main:574] : INFO : Epoch 1844 | loss: 0.0311929 | val_loss: 0.0311999 | Time: 3730.65 ms [2022-03-08 06:48:52 main:574] : INFO : Epoch 1845 | loss: 0.0311929 | val_loss: 0.031201 | Time: 3411.05 ms [2022-03-08 06:48:55 main:574] : INFO : Epoch 1846 | loss: 0.0311901 | val_loss: 0.0312005 | Time: 3519.4 ms [2022-03-08 06:48:59 main:574] : INFO : Epoch 1847 | loss: 0.0311895 | val_loss: 0.0312025 | Time: 3212.12 ms [2022-03-08 06:49:02 main:574] : INFO : Epoch 1848 | loss: 0.0311893 | val_loss: 0.0312017 | Time: 3523.59 ms [2022-03-08 06:49:06 main:574] : INFO : Epoch 1849 | loss: 0.0311898 | val_loss: 0.0312036 | Time: 3557.02 ms [2022-03-08 06:49:09 main:574] : INFO : Epoch 1850 | loss: 0.031189 | val_loss: 0.0312039 | Time: 3206.45 ms [2022-03-08 06:49:13 main:574] : INFO : Epoch 1851 | loss: 0.0311905 | val_loss: 0.0312034 | Time: 3353.33 ms [2022-03-08 06:49:15 main:574] : INFO : Epoch 1852 | loss: 0.031189 | val_loss: 0.0312022 | Time: 2888.35 ms [2022-03-08 06:49:19 main:574] : INFO : Epoch 1853 | loss: 0.0311896 | val_loss: 0.0312029 | Time: 3195.05 ms [2022-03-08 06:49:22 main:574] : INFO : Epoch 1854 | loss: 0.0311872 | val_loss: 0.0312028 | Time: 3579.8 ms [2022-03-08 06:49:26 main:574] : INFO : Epoch 1855 | loss: 0.0311883 | val_loss: 0.0312006 | Time: 3219.46 ms [2022-03-08 06:49:30 main:574] : INFO : Epoch 1856 | loss: 0.0311892 | val_loss: 0.0312036 | Time: 4573.24 ms [2022-03-08 06:49:34 main:574] : INFO : Epoch 1857 | loss: 0.0311893 | val_loss: 0.0312012 | Time: 3640.91 ms [2022-03-08 06:49:37 main:574] : INFO : Epoch 1858 | loss: 0.0311876 | val_loss: 0.0312002 | Time: 3070.06 ms [2022-03-08 06:49:40 main:574] : INFO : Epoch 1859 | loss: 0.0311878 | val_loss: 0.0312015 | Time: 3203.22 ms [2022-03-08 06:49:43 main:574] : INFO : Epoch 1860 | loss: 0.0311883 | val_loss: 0.0311998 | Time: 2707.73 ms [2022-03-08 06:49:46 main:574] : INFO : Epoch 1861 | loss: 0.0311879 | val_loss: 0.0312049 | Time: 2984.26 ms [2022-03-08 06:49:49 main:574] : INFO : Epoch 1862 | loss: 0.0311893 | val_loss: 0.0312014 | Time: 2819.29 ms [2022-03-08 06:49:52 main:574] : INFO : Epoch 1863 | loss: 0.0311897 | val_loss: 0.0312007 | Time: 3288.99 ms [2022-03-08 06:49:55 main:574] : INFO : Epoch 1864 | loss: 0.0311895 | val_loss: 0.031211 | Time: 3254.1 ms [2022-03-08 06:49:59 main:574] : INFO : Epoch 1865 | loss: 0.0311899 | val_loss: 0.0312031 | Time: 3640.4 ms [2022-03-08 06:50:02 main:574] : INFO : Epoch 1866 | loss: 0.031189 | val_loss: 0.0312 | Time: 3170.57 ms [2022-03-08 06:50:06 main:574] : INFO : Epoch 1867 | loss: 0.0311875 | val_loss: 0.0311989 | Time: 3961.88 ms [2022-03-08 06:50:10 main:574] : INFO : Epoch 1868 | loss: 0.0311871 | val_loss: 0.0311987 | Time: 3635.58 ms [2022-03-08 06:50:13 main:574] : INFO : Epoch 1869 | loss: 0.0311868 | val_loss: 0.0311989 | Time: 2900.92 ms [2022-03-08 06:50:16 main:574] : INFO : Epoch 1870 | loss: 0.0311873 | val_loss: 0.0311988 | Time: 2782.71 ms [2022-03-08 06:50:19 main:574] : INFO : Epoch 1871 | loss: 0.0311872 | val_loss: 0.0312004 | Time: 2685.12 ms [2022-03-08 06:50:22 main:574] : INFO : Epoch 1872 | loss: 0.031186 | val_loss: 0.031203 | Time: 3429.47 ms [2022-03-08 06:50:25 main:574] : INFO : Epoch 1873 | loss: 0.0311897 | val_loss: 0.0312037 | Time: 3467 ms [2022-03-08 06:50:30 main:574] : INFO : Epoch 1874 | loss: 0.0311901 | val_loss: 0.0312015 | Time: 3981.88 ms [2022-03-08 06:50:33 main:574] : INFO : Epoch 1875 | loss: 0.0311884 | val_loss: 0.0312057 | Time: 3489.14 ms [2022-03-08 06:50:36 main:574] : INFO : Epoch 1876 | loss: 0.0311918 | val_loss: 0.0312041 | Time: 3163.49 ms [2022-03-08 06:50:40 main:574] : INFO : Epoch 1877 | loss: 0.0311901 | val_loss: 0.0312005 | Time: 3523.95 ms [2022-03-08 06:50:43 main:574] : INFO : Epoch 1878 | loss: 0.0311883 | val_loss: 0.0311993 | Time: 3159.72 ms [2022-03-08 06:50:47 main:574] : INFO : Epoch 1879 | loss: 0.0311888 | val_loss: 0.0311994 | Time: 3411.03 ms [2022-03-08 06:50:50 main:574] : INFO : Epoch 1880 | loss: 0.0311896 | val_loss: 0.0312043 | Time: 2945.26 ms [2022-03-08 06:50:53 main:574] : INFO : Epoch 1881 | loss: 0.0311932 | val_loss: 0.0312017 | Time: 2890.57 ms [2022-03-08 06:50:56 main:574] : INFO : Epoch 1882 | loss: 0.0311878 | val_loss: 0.0312005 | Time: 3098.38 ms [2022-03-08 06:50:59 main:574] : INFO : Epoch 1883 | loss: 0.0311881 | val_loss: 0.0312003 | Time: 2802.8 ms [2022-03-08 06:51:02 main:574] : INFO : Epoch 1884 | loss: 0.0311913 | val_loss: 0.0312015 | Time: 3241.87 ms [2022-03-08 06:51:05 main:574] : INFO : Epoch 1885 | loss: 0.0311871 | val_loss: 0.0312035 | Time: 3491.58 ms [2022-03-08 06:51:09 main:574] : INFO : Epoch 1886 | loss: 0.0311942 | val_loss: 0.0312069 | Time: 3615.15 ms [2022-03-08 06:51:12 main:574] : INFO : Epoch 1887 | loss: 0.0311921 | val_loss: 0.0312047 | Time: 3024.49 ms [2022-03-08 06:51:15 main:574] : INFO : Epoch 1888 | loss: 0.0311903 | val_loss: 0.0312007 | Time: 2817.29 ms [2022-03-08 06:51:19 main:574] : INFO : Epoch 1889 | loss: 0.0311889 | val_loss: 0.0312037 | Time: 3517.56 ms [2022-03-08 06:51:22 main:574] : INFO : Epoch 1890 | loss: 0.0311896 | val_loss: 0.0312004 | Time: 3259.18 ms [2022-03-08 06:51:26 main:574] : INFO : Epoch 1891 | loss: 0.0311888 | val_loss: 0.0312014 | Time: 4381.89 ms [2022-03-08 06:51:30 main:574] : INFO : Epoch 1892 | loss: 0.0311896 | val_loss: 0.0312016 | Time: 3766.84 ms [2022-03-08 06:51:34 main:574] : INFO : Epoch 1893 | loss: 0.0311891 | val_loss: 0.0312016 | Time: 4249.93 ms [2022-03-08 06:51:38 main:574] : INFO : Epoch 1894 | loss: 0.0311884 | val_loss: 0.0312008 | Time: 3785.47 ms [2022-03-08 06:51:42 main:574] : INFO : Epoch 1895 | loss: 0.0311881 | val_loss: 0.0312025 | Time: 3418.55 ms [2022-03-08 06:51:46 main:574] : INFO : Epoch 1896 | loss: 0.031189 | val_loss: 0.031203 | Time: 3826.68 ms [2022-03-08 06:51:49 main:574] : INFO : Epoch 1897 | loss: 0.0311878 | val_loss: 0.0312035 | Time: 3189.57 ms [2022-03-08 06:51:52 main:574] : INFO : Epoch 1898 | loss: 0.0311893 | val_loss: 0.0312047 | Time: 2987.14 ms [2022-03-08 06:51:55 main:574] : INFO : Epoch 1899 | loss: 0.0311907 | val_loss: 0.0312013 | Time: 2909.24 ms [2022-03-08 06:51:58 main:574] : INFO : Epoch 1900 | loss: 0.0311907 | val_loss: 0.0312026 | Time: 2866.06 ms [2022-03-08 06:52:00 main:574] : INFO : Epoch 1901 | loss: 0.0311909 | val_loss: 0.0312016 | Time: 2806.49 ms [2022-03-08 06:52:03 main:574] : INFO : Epoch 1902 | loss: 0.0311868 | val_loss: 0.0312004 | Time: 2979.1 ms [2022-03-08 06:52:06 main:574] : INFO : Epoch 1903 | loss: 0.0311875 | val_loss: 0.0311998 | Time: 2764.36 ms [2022-03-08 06:52:09 main:574] : INFO : Epoch 1904 | loss: 0.0311878 | val_loss: 0.0312022 | Time: 3003.39 ms [2022-03-08 06:52:13 main:574] : INFO : Epoch 1905 | loss: 0.0311866 | val_loss: 0.0312086 | Time: 3307.11 ms [2022-03-08 06:52:16 main:574] : INFO : Epoch 1906 | loss: 0.031189 | val_loss: 0.0312011 | Time: 3025.67 ms [2022-03-08 06:52:19 main:574] : INFO : Epoch 1907 | loss: 0.0311881 | val_loss: 0.0312012 | Time: 3221.17 ms [2022-03-08 06:52:23 main:574] : INFO : Epoch 1908 | loss: 0.0311884 | val_loss: 0.0311994 | Time: 3835.37 ms [2022-03-08 06:52:26 main:574] : INFO : Epoch 1909 | loss: 0.0311858 | val_loss: 0.0311983 | Time: 3227.18 ms [2022-03-08 06:52:30 main:574] : INFO : Epoch 1910 | loss: 0.0311859 | val_loss: 0.0312003 | Time: 3549.21 ms [2022-03-08 06:52:33 main:574] : INFO : Epoch 1911 | loss: 0.0311889 | val_loss: 0.0311986 | Time: 3020.58 ms [2022-03-08 06:52:37 main:574] : INFO : Epoch 1912 | loss: 0.0311925 | val_loss: 0.0312016 | Time: 4043.94 ms [2022-03-08 06:52:40 main:574] : INFO : Epoch 1913 | loss: 0.0312221 | val_loss: 0.0312132 | Time: 3247.07 ms [2022-03-08 06:52:44 main:574] : INFO : Epoch 1914 | loss: 0.0341543 | val_loss: 0.0369478 | Time: 3675.94 ms [2022-03-08 06:52:47 main:574] : INFO : Epoch 1915 | loss: 0.0393514 | val_loss: 0.0337728 | Time: 3159.11 ms [2022-03-08 06:52:51 main:574] : INFO : Epoch 1916 | loss: 0.0396141 | val_loss: 0.0332918 | Time: 3698.54 ms [2022-03-08 06:52:55 main:574] : INFO : Epoch 1917 | loss: 0.0321766 | val_loss: 0.0315361 | Time: 3446.42 ms [2022-03-08 06:52:57 main:574] : INFO : Epoch 1918 | loss: 0.0313755 | val_loss: 0.0312958 | Time: 2714.45 ms [2022-03-08 06:53:01 main:574] : INFO : Epoch 1919 | loss: 0.0312702 | val_loss: 0.0312484 | Time: 3649.1 ms [2022-03-08 06:53:04 main:574] : INFO : Epoch 1920 | loss: 0.0312411 | val_loss: 0.0312332 | Time: 3006.84 ms [2022-03-08 06:53:07 main:574] : INFO : Epoch 1921 | loss: 0.0312319 | val_loss: 0.0312268 | Time: 2797.78 ms [2022-03-08 06:53:10 main:574] : INFO : Epoch 1922 | loss: 0.0312281 | val_loss: 0.0312252 | Time: 3132.64 ms [2022-03-08 06:53:14 main:574] : INFO : Epoch 1923 | loss: 0.0312263 | val_loss: 0.0312269 | Time: 3329.19 ms [2022-03-08 06:53:16 main:574] : INFO : Epoch 1924 | loss: 0.0312238 | val_loss: 0.0312215 | Time: 2866.02 ms [2022-03-08 06:53:20 main:574] : INFO : Epoch 1925 | loss: 0.0312208 | val_loss: 0.031219 | Time: 3226.71 ms [2022-03-08 06:53:23 main:574] : INFO : Epoch 1926 | loss: 0.0312189 | val_loss: 0.0312183 | Time: 3204.63 ms [2022-03-08 06:53:26 main:574] : INFO : Epoch 1927 | loss: 0.0312171 | val_loss: 0.0312155 | Time: 2953.87 ms [2022-03-08 06:53:29 main:574] : INFO : Epoch 1928 | loss: 0.0312149 | val_loss: 0.0312151 | Time: 2756.52 ms [2022-03-08 06:53:32 main:574] : INFO : Epoch 1929 | loss: 0.0312141 | val_loss: 0.0312143 | Time: 3123.17 ms [2022-03-08 06:53:35 main:574] : INFO : Epoch 1930 | loss: 0.031213 | val_loss: 0.0312129 | Time: 3468.67 ms [2022-03-08 06:53:38 main:574] : INFO : Epoch 1931 | loss: 0.0312107 | val_loss: 0.0312103 | Time: 2682.75 ms [2022-03-08 06:53:41 main:574] : INFO : Epoch 1932 | loss: 0.0312097 | val_loss: 0.0312102 | Time: 2958.12 ms [2022-03-08 06:53:44 main:574] : INFO : Epoch 1933 | loss: 0.031208 | val_loss: 0.0312078 | Time: 3159.43 ms [2022-03-08 06:53:48 main:574] : INFO : Epoch 1934 | loss: 0.0312064 | val_loss: 0.0312082 | Time: 3111.87 ms [2022-03-08 06:53:51 main:574] : INFO : Epoch 1935 | loss: 0.031206 | val_loss: 0.0312084 | Time: 3231.95 ms [2022-03-08 06:53:54 main:574] : INFO : Epoch 1936 | loss: 0.0312053 | val_loss: 0.031209 | Time: 2944.19 ms [2022-03-08 06:53:57 main:574] : INFO : Epoch 1937 | loss: 0.0312035 | val_loss: 0.0312064 | Time: 3026.84 ms [2022-03-08 06:54:00 main:574] : INFO : Epoch 1938 | loss: 0.0312021 | val_loss: 0.0312066 | Time: 2965.09 ms [2022-03-08 06:54:03 main:574] : INFO : Epoch 1939 | loss: 0.0312009 | val_loss: 0.0312061 | Time: 3451.29 ms [2022-03-08 06:54:06 main:574] : INFO : Epoch 1940 | loss: 0.0312006 | val_loss: 0.0312039 | Time: 3022.92 ms [2022-03-08 06:54:09 main:574] : INFO : Epoch 1941 | loss: 0.0311996 | val_loss: 0.0312044 | Time: 2789.34 ms [2022-03-08 06:54:12 main:574] : INFO : Epoch 1942 | loss: 0.0311994 | val_loss: 0.0312048 | Time: 2819.43 ms [2022-03-08 06:54:16 main:574] : INFO : Epoch 1943 | loss: 0.0311984 | val_loss: 0.031204 | Time: 3399.7 ms [2022-03-08 06:54:19 main:574] : INFO : Epoch 1944 | loss: 0.0311976 | val_loss: 0.031205 | Time: 3288.66 ms [2022-03-08 06:54:22 main:574] : INFO : Epoch 1945 | loss: 0.0311972 | val_loss: 0.0312036 | Time: 2953.2 ms [2022-03-08 06:54:25 main:574] : INFO : Epoch 1946 | loss: 0.0311965 | val_loss: 0.0312046 | Time: 3246.64 ms [2022-03-08 06:54:29 main:574] : INFO : Epoch 1947 | loss: 0.0311962 | val_loss: 0.0312031 | Time: 3444.87 ms [2022-03-08 06:54:32 main:574] : INFO : Epoch 1948 | loss: 0.031197 | val_loss: 0.031203 | Time: 3166.76 ms [2022-03-08 06:54:35 main:574] : INFO : Epoch 1949 | loss: 0.0311968 | val_loss: 0.0312034 | Time: 3042.53 ms [2022-03-08 06:54:38 main:574] : INFO : Epoch 1950 | loss: 0.0311956 | val_loss: 0.0312029 | Time: 3047.23 ms [2022-03-08 06:54:41 main:574] : INFO : Epoch 1951 | loss: 0.0311952 | val_loss: 0.0312022 | Time: 3144.64 ms [2022-03-08 06:54:45 main:574] : INFO : Epoch 1952 | loss: 0.0311957 | val_loss: 0.031203 | Time: 3127.78 ms [2022-03-08 06:54:48 main:574] : INFO : Epoch 1953 | loss: 0.0311953 | val_loss: 0.0312027 | Time: 3113.46 ms [2022-03-08 06:54:51 main:574] : INFO : Epoch 1954 | loss: 0.0311949 | val_loss: 0.0312017 | Time: 3575.52 ms [2022-03-08 06:54:55 main:574] : INFO : Epoch 1955 | loss: 0.031195 | val_loss: 0.0312028 | Time: 3229.03 ms [2022-03-08 06:54:58 main:574] : INFO : Epoch 1956 | loss: 0.0311948 | val_loss: 0.0312035 | Time: 3647.43 ms [2022-03-08 06:55:03 main:574] : INFO : Epoch 1957 | loss: 0.0311943 | val_loss: 0.0312021 | Time: 4320.23 ms [2022-03-08 06:55:06 main:574] : INFO : Epoch 1958 | loss: 0.0311942 | val_loss: 0.0312023 | Time: 3246.61 ms [2022-03-08 06:55:10 main:574] : INFO : Epoch 1959 | loss: 0.0311941 | val_loss: 0.0312018 | Time: 3857.68 ms [2022-03-08 06:55:13 main:574] : INFO : Epoch 1960 | loss: 0.0311941 | val_loss: 0.0312015 | Time: 3306.05 ms [2022-03-08 06:55:17 main:574] : INFO : Epoch 1961 | loss: 0.0311933 | val_loss: 0.0312017 | Time: 4096.78 ms [2022-03-08 06:55:21 main:574] : INFO : Epoch 1962 | loss: 0.0311933 | val_loss: 0.0312008 | Time: 3585.63 ms [2022-03-08 06:55:25 main:574] : INFO : Epoch 1963 | loss: 0.0311935 | val_loss: 0.0312011 | Time: 4131.33 ms [2022-03-08 06:55:29 main:574] : INFO : Epoch 1964 | loss: 0.0311931 | val_loss: 0.0312017 | Time: 3416.92 ms [2022-03-08 06:55:32 main:574] : INFO : Epoch 1965 | loss: 0.0311927 | val_loss: 0.0312011 | Time: 3576.4 ms [2022-03-08 06:55:36 main:574] : INFO : Epoch 1966 | loss: 0.0311926 | val_loss: 0.0312017 | Time: 3845.23 ms [2022-03-08 06:55:40 main:574] : INFO : Epoch 1967 | loss: 0.0311929 | val_loss: 0.031201 | Time: 3468.54 ms [2022-03-08 06:55:44 main:574] : INFO : Epoch 1968 | loss: 0.0311928 | val_loss: 0.0312 | Time: 3870.96 ms [2022-03-08 06:55:47 main:574] : INFO : Epoch 1969 | loss: 0.0311935 | val_loss: 0.0312011 | Time: 3592.89 ms [2022-03-08 06:55:51 main:574] : INFO : Epoch 1970 | loss: 0.0311932 | val_loss: 0.0312 | Time: 3844.76 ms [2022-03-08 06:55:54 main:574] : INFO : Epoch 1971 | loss: 0.0311922 | val_loss: 0.0312015 | Time: 2821.26 ms [2022-03-08 06:55:57 main:574] : INFO : Epoch 1972 | loss: 0.031192 | val_loss: 0.0312019 | Time: 2934.95 ms [2022-03-08 06:56:01 main:574] : INFO : Epoch 1973 | loss: 0.0311923 | val_loss: 0.0312027 | Time: 3445.93 ms [2022-03-08 06:56:03 main:574] : INFO : Epoch 1974 | loss: 0.0311923 | val_loss: 0.0312006 | Time: 2862.93 ms [2022-03-08 06:56:06 main:574] : INFO : Epoch 1975 | loss: 0.0311917 | val_loss: 0.0312012 | Time: 2638.58 ms [2022-03-08 06:56:09 main:574] : INFO : Epoch 1976 | loss: 0.031192 | val_loss: 0.0312001 | Time: 3095.88 ms [2022-03-08 06:56:12 main:574] : INFO : Epoch 1977 | loss: 0.0311918 | val_loss: 0.0312011 | Time: 2991.5 ms [2022-03-08 06:56:15 main:574] : INFO : Epoch 1978 | loss: 0.0311917 | val_loss: 0.0312004 | Time: 3135.29 ms [2022-03-08 06:56:19 main:574] : INFO : Epoch 1979 | loss: 0.0311916 | val_loss: 0.0312 | Time: 3652.28 ms [2022-03-08 06:56:23 main:574] : INFO : Epoch 1980 | loss: 0.0311918 | val_loss: 0.0312005 | Time: 3534.71 ms [2022-03-08 06:56:25 main:574] : INFO : Epoch 1981 | loss: 0.0311913 | val_loss: 0.0312005 | Time: 2683.72 ms [2022-03-08 06:56:29 main:574] : INFO : Epoch 1982 | loss: 0.0311919 | val_loss: 0.0312008 | Time: 3552.42 ms [2022-03-08 06:56:32 main:574] : INFO : Epoch 1983 | loss: 0.031192 | val_loss: 0.0312016 | Time: 3362.7 ms [2022-03-08 06:56:36 main:574] : INFO : Epoch 1984 | loss: 0.0311929 | val_loss: 0.031201 | Time: 3192.46 ms [2022-03-08 06:56:38 main:574] : INFO : Epoch 1985 | loss: 0.0311918 | val_loss: 0.0312007 | Time: 2734.39 ms [2022-03-08 06:56:42 main:574] : INFO : Epoch 1986 | loss: 0.0311921 | val_loss: 0.0312015 | Time: 3086.85 ms [2022-03-08 06:56:44 main:574] : INFO : Epoch 1987 | loss: 0.031192 | val_loss: 0.0312017 | Time: 2655.14 ms [2022-03-08 06:56:47 main:574] : INFO : Epoch 1988 | loss: 0.0311915 | val_loss: 0.0312011 | Time: 2744.02 ms [2022-03-08 06:56:50 main:574] : INFO : Epoch 1989 | loss: 0.0311915 | val_loss: 0.0312009 | Time: 3185.56 ms [2022-03-08 06:56:53 main:574] : INFO : Epoch 1990 | loss: 0.0311921 | val_loss: 0.0312016 | Time: 2923.5 ms [2022-03-08 06:56:57 main:574] : INFO : Epoch 1991 | loss: 0.0311919 | val_loss: 0.0312018 | Time: 3675.67 ms [2022-03-08 06:57:00 main:574] : INFO : Epoch 1992 | loss: 0.0311931 | val_loss: 0.0312015 | Time: 3125.44 ms [2022-03-08 06:57:03 main:574] : INFO : Epoch 1993 | loss: 0.0311925 | val_loss: 0.0312021 | Time: 3274.98 ms [2022-03-08 06:57:06 main:574] : INFO : Epoch 1994 | loss: 0.0311921 | val_loss: 0.0312004 | Time: 2879.24 ms [2022-03-08 06:57:09 main:574] : INFO : Epoch 1995 | loss: 0.0311919 | val_loss: 0.0312019 | Time: 2672.36 ms [2022-03-08 06:57:12 main:574] : INFO : Epoch 1996 | loss: 0.031192 | val_loss: 0.0312013 | Time: 2729.16 ms [2022-03-08 06:57:15 main:574] : INFO : Epoch 1997 | loss: 0.0311911 | val_loss: 0.0312021 | Time: 3425.5 ms [2022-03-08 06:57:18 main:574] : INFO : Epoch 1998 | loss: 0.0311919 | val_loss: 0.0312009 | Time: 3050.44 ms [2022-03-08 06:57:22 main:574] : INFO : Epoch 1999 | loss: 0.0311919 | val_loss: 0.031201 | Time: 3364.93 ms [2022-03-08 06:57:26 main:574] : INFO : Epoch 2000 | loss: 0.0311914 | val_loss: 0.0311998 | Time: 3790.88 ms [2022-03-08 06:57:29 main:574] : INFO : Epoch 2001 | loss: 0.031191 | val_loss: 0.0312005 | Time: 2937.52 ms [2022-03-08 06:57:33 main:574] : INFO : Epoch 2002 | loss: 0.0311907 | val_loss: 0.0311995 | Time: 3920.93 ms [2022-03-08 06:57:36 main:574] : INFO : Epoch 2003 | loss: 0.0311909 | val_loss: 0.0312001 | Time: 3135.48 ms [2022-03-08 06:57:39 main:574] : INFO : Epoch 2004 | loss: 0.031191 | val_loss: 0.031201 | Time: 3619.9 ms [2022-03-08 06:57:43 main:574] : INFO : Epoch 2005 | loss: 0.0311909 | val_loss: 0.0312021 | Time: 3052.37 ms [2022-03-08 06:57:46 main:574] : INFO : Epoch 2006 | loss: 0.0311911 | val_loss: 0.0311994 | Time: 3420.22 ms [2022-03-08 06:57:49 main:574] : INFO : Epoch 2007 | loss: 0.0311905 | val_loss: 0.0311985 | Time: 3459.28 ms [2022-03-08 06:57:53 main:574] : INFO : Epoch 2008 | loss: 0.0311907 | val_loss: 0.0311998 | Time: 3278.44 ms [2022-03-08 06:57:56 main:574] : INFO : Epoch 2009 | loss: 0.0311905 | val_loss: 0.0312007 | Time: 2979.19 ms [2022-03-08 06:58:00 main:574] : INFO : Epoch 2010 | loss: 0.0311909 | val_loss: 0.0312024 | Time: 3770.93 ms [2022-03-08 06:58:03 main:574] : INFO : Epoch 2011 | loss: 0.0311917 | val_loss: 0.0311996 | Time: 3266.98 ms [2022-03-08 06:58:06 main:574] : INFO : Epoch 2012 | loss: 0.0311914 | val_loss: 0.0312005 | Time: 3206.4 ms [2022-03-08 06:58:09 main:574] : INFO : Epoch 2013 | loss: 0.0311922 | val_loss: 0.0312017 | Time: 2750.68 ms [2022-03-08 06:58:13 main:574] : INFO : Epoch 2014 | loss: 0.0311921 | val_loss: 0.0312009 | Time: 4006.86 ms [2022-03-08 06:58:16 main:574] : INFO : Epoch 2015 | loss: 0.0311914 | val_loss: 0.0311991 | Time: 3028.65 ms [2022-03-08 06:58:20 main:574] : INFO : Epoch 2016 | loss: 0.0311914 | val_loss: 0.031199 | Time: 3277.38 ms [2022-03-08 06:58:23 main:574] : INFO : Epoch 2017 | loss: 0.031192 | val_loss: 0.0312014 | Time: 3194.55 ms [2022-03-08 06:58:26 main:574] : INFO : Epoch 2018 | loss: 0.0311932 | val_loss: 0.0311996 | Time: 2814.79 ms [2022-03-08 06:58:29 main:574] : INFO : Epoch 2019 | loss: 0.0311928 | val_loss: 0.0311986 | Time: 3362.98 ms [2022-03-08 06:58:32 main:574] : INFO : Epoch 2020 | loss: 0.0311929 | val_loss: 0.0311993 | Time: 3087.89 ms [2022-03-08 06:58:35 main:574] : INFO : Epoch 2021 | loss: 0.0311936 | val_loss: 0.0311996 | Time: 3202.96 ms [2022-03-08 06:58:38 main:574] : INFO : Epoch 2022 | loss: 0.0311939 | val_loss: 0.0312008 | Time: 2974.59 ms [2022-03-08 06:58:41 main:574] : INFO : Epoch 2023 | loss: 0.0311933 | val_loss: 0.0311993 | Time: 2962.62 ms [2022-03-08 06:58:45 main:574] : INFO : Epoch 2024 | loss: 0.0311932 | val_loss: 0.0311999 | Time: 3161.09 ms [2022-03-08 06:58:48 main:574] : INFO : Epoch 2025 | loss: 0.0311927 | val_loss: 0.0312011 | Time: 3414.34 ms [2022-03-08 06:58:52 main:574] : INFO : Epoch 2026 | loss: 0.0311926 | val_loss: 0.0312011 | Time: 3364.29 ms [2022-03-08 06:58:55 main:574] : INFO : Epoch 2027 | loss: 0.0311925 | val_loss: 0.0312013 | Time: 3070.86 ms [2022-03-08 06:58:57 main:574] : INFO : Epoch 2028 | loss: 0.0311915 | val_loss: 0.0312012 | Time: 2716.98 ms [2022-03-08 06:59:01 main:574] : INFO : Epoch 2029 | loss: 0.0311916 | val_loss: 0.031199 | Time: 3500.95 ms [2022-03-08 06:59:04 main:574] : INFO : Epoch 2030 | loss: 0.0311909 | val_loss: 0.0311997 | Time: 3147.46 ms [2022-03-08 06:59:08 main:574] : INFO : Epoch 2031 | loss: 0.0311911 | val_loss: 0.0312008 | Time: 3305.84 ms [2022-03-08 06:59:10 main:574] : INFO : Epoch 2032 | loss: 0.0311917 | val_loss: 0.0311993 | Time: 2690.95 ms [2022-03-08 06:59:13 main:574] : INFO : Epoch 2033 | loss: 0.0311917 | val_loss: 0.0311998 | Time: 2836.96 ms [2022-03-08 06:59:16 main:574] : INFO : Epoch 2034 | loss: 0.031192 | val_loss: 0.0312002 | Time: 2609.61 ms [2022-03-08 06:59:19 main:574] : INFO : Epoch 2035 | loss: 0.0311911 | val_loss: 0.031199 | Time: 3323.26 ms [2022-03-08 06:59:23 main:574] : INFO : Epoch 2036 | loss: 0.0311905 | val_loss: 0.0311998 | Time: 3416.04 ms [2022-03-08 06:59:26 main:574] : INFO : Epoch 2037 | loss: 0.0311911 | val_loss: 0.0312042 | Time: 2908.5 ms [2022-03-08 06:59:29 main:574] : INFO : Epoch 2038 | loss: 0.0311918 | val_loss: 0.0311996 | Time: 3259.55 ms [2022-03-08 06:59:32 main:574] : INFO : Epoch 2039 | loss: 0.0311918 | val_loss: 0.0312015 | Time: 3269.29 ms [2022-03-08 06:59:36 main:574] : INFO : Epoch 2040 | loss: 0.0311902 | val_loss: 0.031201 | Time: 3524.37 ms [2022-03-08 06:59:39 main:574] : INFO : Epoch 2041 | loss: 0.03119 | val_loss: 0.031201 | Time: 3577.81 ms [2022-03-08 06:59:43 main:574] : INFO : Epoch 2042 | loss: 0.0311901 | val_loss: 0.0312028 | Time: 3832.04 ms [2022-03-08 06:59:47 main:574] : INFO : Epoch 2043 | loss: 0.0311892 | val_loss: 0.0312017 | Time: 3833.99 ms [2022-03-08 06:59:50 main:574] : INFO : Epoch 2044 | loss: 0.0311891 | val_loss: 0.0312012 | Time: 2792.12 ms [2022-03-08 06:59:53 main:574] : INFO : Epoch 2045 | loss: 0.0311887 | val_loss: 0.0312026 | Time: 2892.32 ms [2022-03-08 06:59:57 main:574] : INFO : Epoch 2046 | loss: 0.0311919 | val_loss: 0.0312016 | Time: 3919.54 ms [2022-03-08 07:00:01 main:574] : INFO : Epoch 2047 | loss: 0.0311932 | val_loss: 0.0312023 | Time: 3554.57 ms [2022-03-08 07:00:05 main:574] : INFO : Epoch 2048 | loss: 0.0311926 | val_loss: 0.0312021 | Time: 3999.3 ms [2022-03-08 07:00:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312021 [2022-03-08 07:00:05 main:603] : INFO : Saving end state to config to file [2022-03-08 07:00:05 main:608] : INFO : Success, exiting.. 07:00:05 (15372): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)