Task 12593123
| Name | ParityModified-1645997810-28723-2-0_0 |
| Workunit | 9751616 |
| Created | 6 Mar 2022, 3:55:21 UTC |
| Sent | 8 Mar 2022, 0:44:41 UTC |
| Report deadline | 16 Mar 2022, 0:44:41 UTC |
| Received | 9 Mar 2022, 5:41:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 43 min 51 sec |
| CPU time | 1 hours 41 min 35 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 | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> :17:39 main:574] : INFO : Epoch 1542 | loss: 0.0311104 | val_loss: 0.0311914 | Time: 2845.43 ms [2022-03-09 05:17:42 main:574] : INFO : Epoch 1543 | loss: 0.0311114 | val_loss: 0.0312004 | Time: 2785.65 ms [2022-03-09 05:17:44 main:574] : INFO : Epoch 1544 | loss: 0.0311134 | val_loss: 0.0311938 | Time: 2421.79 ms [2022-03-09 05:17:47 main:574] : INFO : Epoch 1545 | loss: 0.031114 | val_loss: 0.0311926 | Time: 3197.05 ms [2022-03-09 05:17:51 main:574] : INFO : Epoch 1546 | loss: 0.031114 | val_loss: 0.0311965 | Time: 3069.39 ms [2022-03-09 05:17:54 main:574] : INFO : Epoch 1547 | loss: 0.0311204 | val_loss: 0.0311945 | Time: 3084.35 ms [2022-03-09 05:17:57 main:574] : INFO : Epoch 1548 | loss: 0.0311236 | val_loss: 0.0311881 | Time: 3318.05 ms [2022-03-09 05:18:01 main:574] : INFO : Epoch 1549 | loss: 0.0311227 | val_loss: 0.0311706 | Time: 3452.02 ms [2022-03-09 05:18:05 main:574] : INFO : Epoch 1550 | loss: 0.0311284 | val_loss: 0.0311771 | Time: 4599.51 ms [2022-03-09 05:18:09 main:574] : INFO : Epoch 1551 | loss: 0.0311202 | val_loss: 0.0311734 | Time: 4269.1 ms [2022-03-09 05:18:13 main:574] : INFO : Epoch 1552 | loss: 0.0311142 | val_loss: 0.0311912 | Time: 3348.39 ms [2022-03-09 05:18:15 main:574] : INFO : Epoch 1553 | loss: 0.0311113 | val_loss: 0.0311844 | Time: 2398.4 ms [2022-03-09 05:18:18 main:574] : INFO : Epoch 1554 | loss: 0.0311099 | val_loss: 0.0311917 | Time: 3008.97 ms [2022-03-09 05:18:21 main:574] : INFO : Epoch 1555 | loss: 0.0311131 | val_loss: 0.0312022 | Time: 2775.85 ms [2022-03-09 05:18:24 main:574] : INFO : Epoch 1556 | loss: 0.0311112 | val_loss: 0.0311953 | Time: 2615.55 ms [2022-03-09 05:18:26 main:574] : INFO : Epoch 1557 | loss: 0.0311231 | val_loss: 0.0311916 | Time: 2437.82 ms [2022-03-09 05:18:30 main:574] : INFO : Epoch 1558 | loss: 0.0311342 | val_loss: 0.0311754 | Time: 3419.19 ms [2022-03-09 05:18:33 main:574] : INFO : Epoch 1559 | loss: 0.0311267 | val_loss: 0.0311806 | Time: 3111.6 ms [2022-03-09 05:18:35 main:574] : INFO : Epoch 1560 | loss: 0.0311209 | val_loss: 0.0311875 | Time: 2475.93 ms [2022-03-09 05:18:38 main:574] : INFO : Epoch 1561 | loss: 0.0311176 | val_loss: 0.0311861 | Time: 2466.06 ms [2022-03-09 05:18:40 main:574] : INFO : Epoch 1562 | loss: 0.0311138 | val_loss: 0.0311836 | Time: 2495.64 ms [2022-03-09 05:18:43 main:574] : INFO : Epoch 1563 | loss: 0.0311157 | val_loss: 0.0311948 | Time: 2472.62 ms [2022-03-09 05:18:45 main:574] : INFO : Epoch 1564 | loss: 0.0311096 | val_loss: 0.0311806 | Time: 2461.13 ms [2022-03-09 05:18:48 main:574] : INFO : Epoch 1565 | loss: 0.0311104 | val_loss: 0.0311921 | Time: 2831.39 ms [2022-03-09 05:18:51 main:574] : INFO : Epoch 1566 | loss: 0.0311091 | val_loss: 0.0311773 | Time: 2539.98 ms [2022-03-09 05:18:53 main:574] : INFO : Epoch 1567 | loss: 0.0311145 | val_loss: 0.0312032 | Time: 2470.05 ms [2022-03-09 05:18:56 main:574] : INFO : Epoch 1568 | loss: 0.0311129 | val_loss: 0.0311881 | Time: 2564.9 ms [2022-03-09 05:18:58 main:574] : INFO : Epoch 1569 | loss: 0.0311074 | val_loss: 0.0311818 | Time: 2625.15 ms [2022-03-09 05:19:01 main:574] : INFO : Epoch 1570 | loss: 0.0311113 | val_loss: 0.0311747 | Time: 2791.74 ms [2022-03-09 05:19:04 main:574] : INFO : Epoch 1571 | loss: 0.0311154 | val_loss: 0.0311806 | Time: 3036.16 ms [2022-03-09 05:19:07 main:574] : INFO : Epoch 1572 | loss: 0.0311264 | val_loss: 0.0311806 | Time: 2651.61 ms [2022-03-09 05:19:10 main:574] : INFO : Epoch 1573 | loss: 0.0311237 | val_loss: 0.0311963 | Time: 2779.9 ms [2022-03-09 05:19:13 main:574] : INFO : Epoch 1574 | loss: 0.0311207 | val_loss: 0.0311828 | Time: 3095.62 ms [2022-03-09 05:19:16 main:574] : INFO : Epoch 1575 | loss: 0.0311228 | val_loss: 0.0311961 | Time: 3362.25 ms [2022-03-09 05:19:19 main:574] : INFO : Epoch 1576 | loss: 0.0311252 | val_loss: 0.031173 | Time: 2946.31 ms [2022-03-09 05:19:22 main:574] : INFO : Epoch 1577 | loss: 0.0311169 | val_loss: 0.0311965 | Time: 3067.67 ms [2022-03-09 05:19:26 main:574] : INFO : Epoch 1578 | loss: 0.0311158 | val_loss: 0.0311755 | Time: 3182.37 ms [2022-03-09 05:19:29 main:574] : INFO : Epoch 1579 | loss: 0.0311152 | val_loss: 0.0311829 | Time: 3253.24 ms [2022-03-09 05:19:32 main:574] : INFO : Epoch 1580 | loss: 0.0311149 | val_loss: 0.0311895 | Time: 2971.99 ms [2022-03-09 05:19:35 main:574] : INFO : Epoch 1581 | loss: 0.0311085 | val_loss: 0.0311823 | Time: 2896.78 ms [2022-03-09 05:19:37 main:574] : INFO : Epoch 1582 | loss: 0.0311126 | val_loss: 0.0311788 | Time: 2462.86 ms [2022-03-09 05:19:40 main:574] : INFO : Epoch 1583 | loss: 0.0311124 | val_loss: 0.031188 | Time: 3126.32 ms [2022-03-09 05:19:44 main:574] : INFO : Epoch 1584 | loss: 0.0311118 | val_loss: 0.0311889 | Time: 3202.52 ms [2022-03-09 05:19:47 main:574] : INFO : Epoch 1585 | loss: 0.0311112 | val_loss: 0.031176 | Time: 3086.37 ms [2022-03-09 05:19:50 main:574] : INFO : Epoch 1586 | loss: 0.031114 | val_loss: 0.0311712 | Time: 3100.81 ms [2022-03-09 05:19:53 main:574] : INFO : Epoch 1587 | loss: 0.0311169 | val_loss: 0.031183 | Time: 2906.77 ms [2022-03-09 05:19:56 main:574] : INFO : Epoch 1588 | loss: 0.0311104 | val_loss: 0.0311827 | Time: 2800.43 ms [2022-03-09 05:19:58 main:574] : INFO : Epoch 1589 | loss: 0.031108 | val_loss: 0.0311826 | Time: 2432.46 ms [2022-03-09 05:20:01 main:574] : INFO : Epoch 1590 | loss: 0.0311092 | val_loss: 0.0311941 | Time: 2588.61 ms [2022-03-09 05:20:03 main:574] : INFO : Epoch 1591 | loss: 0.0311093 | val_loss: 0.0311884 | Time: 2386.44 ms [2022-03-09 05:20:06 main:574] : INFO : Epoch 1592 | loss: 0.0311093 | val_loss: 0.0311847 | Time: 2645.85 ms [2022-03-09 05:20:08 main:574] : INFO : Epoch 1593 | loss: 0.0311113 | val_loss: 0.0311958 | Time: 2505.26 ms [2022-03-09 05:20:11 main:574] : INFO : Epoch 1594 | loss: 0.0311068 | val_loss: 0.0311948 | Time: 2623.02 ms [2022-03-09 05:20:14 main:574] : INFO : Epoch 1595 | loss: 0.0311087 | val_loss: 0.0312007 | Time: 2522.59 ms [2022-03-09 05:20:16 main:574] : INFO : Epoch 1596 | loss: 0.03111 | val_loss: 0.0311958 | Time: 2477.95 ms [2022-03-09 05:20:19 main:574] : INFO : Epoch 1597 | loss: 0.0311161 | val_loss: 0.031189 | Time: 2972.02 ms [2022-03-09 05:20:22 main:574] : INFO : Epoch 1598 | loss: 0.0311186 | val_loss: 0.0311803 | Time: 2658.44 ms [2022-03-09 05:20:24 main:574] : INFO : Epoch 1599 | loss: 0.0311206 | val_loss: 0.0311841 | Time: 2632.9 ms [2022-03-09 05:20:27 main:574] : INFO : Epoch 1600 | loss: 0.031119 | val_loss: 0.0311749 | Time: 2766.75 ms [2022-03-09 05:20:30 main:574] : INFO : Epoch 1601 | loss: 0.0311131 | val_loss: 0.03119 | Time: 2711.46 ms [2022-03-09 05:20:33 main:574] : INFO : Epoch 1602 | loss: 0.0311118 | val_loss: 0.0311788 | Time: 2715.97 ms [2022-03-09 05:20:36 main:574] : INFO : Epoch 1603 | loss: 0.0311134 | val_loss: 0.0311941 | Time: 3110.59 ms [2022-03-09 05:20:38 main:574] : INFO : Epoch 1604 | loss: 0.0311104 | val_loss: 0.0311787 | Time: 2644.35 ms [2022-03-09 05:20:42 main:574] : INFO : Epoch 1605 | loss: 0.0311083 | val_loss: 0.0311808 | Time: 3584.08 ms [2022-03-09 05:20:45 main:574] : INFO : Epoch 1606 | loss: 0.0311107 | val_loss: 0.031173 | Time: 3244.37 ms [2022-03-09 05:20:48 main:574] : INFO : Epoch 1607 | loss: 0.0311134 | val_loss: 0.0312032 | Time: 3004.3 ms [2022-03-09 05:20:52 main:574] : INFO : Epoch 1608 | loss: 0.0311077 | val_loss: 0.0311994 | Time: 3288.94 ms [2022-03-09 05:20:55 main:574] : INFO : Epoch 1609 | loss: 0.0311071 | val_loss: 0.031199 | Time: 3055.39 ms [2022-03-09 05:20:58 main:574] : INFO : Epoch 1610 | loss: 0.0311119 | val_loss: 0.0311946 | Time: 3415.01 ms [2022-03-09 05:21:02 main:574] : INFO : Epoch 1611 | loss: 0.0311124 | val_loss: 0.0311773 | Time: 3350.54 ms [2022-03-09 05:21:06 main:574] : INFO : Epoch 1612 | loss: 0.0311352 | val_loss: 0.0311861 | Time: 4390.51 ms [2022-03-09 05:21:09 main:574] : INFO : Epoch 1613 | loss: 0.0311575 | val_loss: 0.0311803 | Time: 3113.32 ms [2022-03-09 05:21:13 main:574] : INFO : Epoch 1614 | loss: 0.0311374 | val_loss: 0.0311747 | Time: 3546.62 ms [2022-03-09 05:21:16 main:574] : INFO : Epoch 1615 | loss: 0.0311265 | val_loss: 0.0311715 | Time: 2997.78 ms [2022-03-09 05:21:20 main:574] : INFO : Epoch 1616 | loss: 0.0311228 | val_loss: 0.0311816 | Time: 4560.5 ms [2022-03-09 05:21:24 main:574] : INFO : Epoch 1617 | loss: 0.0311204 | val_loss: 0.031178 | Time: 3560.67 ms [2022-03-09 05:21:27 main:574] : INFO : Epoch 1618 | loss: 0.0311196 | val_loss: 0.0311893 | Time: 3209.09 ms [2022-03-09 05:21:31 main:574] : INFO : Epoch 1619 | loss: 0.0311143 | val_loss: 0.0311803 | Time: 3294.74 ms [2022-03-09 05:21:34 main:574] : INFO : Epoch 1620 | loss: 0.0311156 | val_loss: 0.0311842 | Time: 2999.65 ms [2022-03-09 05:21:37 main:574] : INFO : Epoch 1621 | loss: 0.0311102 | val_loss: 0.0311882 | Time: 3219.15 ms [2022-03-09 05:21:40 main:574] : INFO : Epoch 1622 | loss: 0.0311089 | val_loss: 0.0311909 | Time: 3037.32 ms [2022-03-09 05:21:43 main:574] : INFO : Epoch 1623 | loss: 0.031116 | val_loss: 0.0311942 | Time: 2955.25 ms [2022-03-09 05:21:46 main:574] : INFO : Epoch 1624 | loss: 0.0311102 | val_loss: 0.0311968 | Time: 3312.56 ms [2022-03-09 05:21:49 main:574] : INFO : Epoch 1625 | loss: 0.0311089 | val_loss: 0.0311815 | Time: 2760.74 ms [2022-03-09 05:21:51 main:574] : INFO : Epoch 1626 | loss: 0.031109 | val_loss: 0.0311782 | Time: 2453.94 ms [2022-03-09 05:21:54 main:574] : INFO : Epoch 1627 | loss: 0.0311117 | val_loss: 0.0311898 | Time: 2508.33 ms [2022-03-09 05:21:57 main:574] : INFO : Epoch 1628 | loss: 0.0311099 | val_loss: 0.0311818 | Time: 2461.57 ms [2022-03-09 05:21:59 main:574] : INFO : Epoch 1629 | loss: 0.0311077 | val_loss: 0.0311909 | Time: 2672.6 ms [2022-03-09 05:22:02 main:574] : INFO : Epoch 1630 | loss: 0.0311143 | val_loss: 0.0311847 | Time: 2538.62 ms [2022-03-09 05:22:04 main:574] : INFO : Epoch 1631 | loss: 0.0311125 | val_loss: 0.0311742 | Time: 2498.75 ms [2022-03-09 05:22:07 main:574] : INFO : Epoch 1632 | loss: 0.0311074 | val_loss: 0.0311834 | Time: 2429.78 ms [2022-03-09 05:22:09 main:574] : INFO : Epoch 1633 | loss: 0.0311056 | val_loss: 0.0311823 | Time: 2460.52 ms [2022-03-09 05:22:12 main:574] : INFO : Epoch 1634 | loss: 0.0311061 | val_loss: 0.0311866 | Time: 2691.37 ms [2022-03-09 05:22:15 main:574] : INFO : Epoch 1635 | loss: 0.0311044 | val_loss: 0.0311887 | Time: 2858.41 ms [2022-03-09 05:22:17 main:574] : INFO : Epoch 1636 | loss: 0.031109 | val_loss: 0.0311779 | Time: 2479.61 ms [2022-03-09 05:22:20 main:574] : INFO : Epoch 1637 | loss: 0.0311058 | val_loss: 0.0311882 | Time: 2429.52 ms [2022-03-09 05:22:22 main:574] : INFO : Epoch 1638 | loss: 0.031105 | val_loss: 0.0311876 | Time: 2520.39 ms [2022-03-09 05:22:25 main:574] : INFO : Epoch 1639 | loss: 0.0311046 | val_loss: 0.0311829 | Time: 2588.78 ms [2022-03-09 05:22:28 main:574] : INFO : Epoch 1640 | loss: 0.0311023 | val_loss: 0.0311976 | Time: 2877.65 ms [2022-03-09 05:22:30 main:574] : INFO : Epoch 1641 | loss: 0.0311059 | val_loss: 0.0311914 | Time: 2492.84 ms [2022-03-09 05:22:33 main:574] : INFO : Epoch 1642 | loss: 0.0311048 | val_loss: 0.031197 | Time: 2615.95 ms [2022-03-09 05:22:36 main:574] : INFO : Epoch 1643 | loss: 0.0311099 | val_loss: 0.0311834 | Time: 2595.3 ms [2022-03-09 05:22:38 main:574] : INFO : Epoch 1644 | loss: 0.0311136 | val_loss: 0.0311811 | Time: 2451.33 ms [2022-03-09 05:22:41 main:574] : INFO : Epoch 1645 | loss: 0.0311181 | val_loss: 0.0311957 | Time: 2402.78 ms [2022-03-09 05:22:43 main:574] : INFO : Epoch 1646 | loss: 0.0311097 | val_loss: 0.031189 | Time: 2403.81 ms [2022-03-09 05:22:46 main:574] : INFO : Epoch 1647 | loss: 0.0311079 | val_loss: 0.0311795 | Time: 2439.78 ms [2022-03-09 05:22:48 main:574] : INFO : Epoch 1648 | loss: 0.0311063 | val_loss: 0.0311784 | Time: 2479.31 ms [2022-03-09 05:22:51 main:574] : INFO : Epoch 1649 | loss: 0.0311121 | val_loss: 0.0311705 | Time: 2448.38 ms [2022-03-09 05:22:53 main:574] : INFO : Epoch 1650 | loss: 0.0311194 | val_loss: 0.0311792 | Time: 2476.64 ms [2022-03-09 05:22:56 main:574] : INFO : Epoch 1651 | loss: 0.0311108 | val_loss: 0.0311794 | Time: 2453.99 ms [2022-03-09 05:22:58 main:574] : INFO : Epoch 1652 | loss: 0.0311088 | val_loss: 0.0311884 | Time: 2761.53 ms [2022-03-09 05:23:01 main:574] : INFO : Epoch 1653 | loss: 0.0311109 | val_loss: 0.0311888 | Time: 2612.71 ms [2022-03-09 05:23:04 main:574] : INFO : Epoch 1654 | loss: 0.0311066 | val_loss: 0.031191 | Time: 2689.94 ms [2022-03-09 05:23:06 main:574] : INFO : Epoch 1655 | loss: 0.0311073 | val_loss: 0.0311928 | Time: 2496.59 ms [2022-03-09 05:23:09 main:574] : INFO : Epoch 1656 | loss: 0.0311071 | val_loss: 0.0311968 | Time: 2696.77 ms [2022-03-09 05:23:11 main:574] : INFO : Epoch 1657 | loss: 0.0311095 | val_loss: 0.0311768 | Time: 2561.62 ms [2022-03-09 05:23:14 main:574] : INFO : Epoch 1658 | loss: 0.031107 | val_loss: 0.0311835 | Time: 2373.05 ms [2022-03-09 05:23:16 main:574] : INFO : Epoch 1659 | loss: 0.0311029 | val_loss: 0.0312047 | Time: 2430.28 ms [2022-03-09 05:23:19 main:574] : INFO : Epoch 1660 | loss: 0.0311086 | val_loss: 0.0311921 | Time: 2444.91 ms [2022-03-09 05:23:21 main:574] : INFO : Epoch 1661 | loss: 0.0311133 | val_loss: 0.0311771 | Time: 2483.56 ms [2022-03-09 05:23:24 main:574] : INFO : Epoch 1662 | loss: 0.0311075 | val_loss: 0.0311825 | Time: 2625.74 ms [2022-03-09 05:23:27 main:574] : INFO : Epoch 1663 | loss: 0.0311034 | val_loss: 0.0311914 | Time: 2741.3 ms [2022-03-09 05:23:29 main:574] : INFO : Epoch 1664 | loss: 0.031101 | val_loss: 0.031205 | Time: 2556.69 ms [2022-03-09 05:23:32 main:574] : INFO : Epoch 1665 | loss: 0.0311063 | val_loss: 0.0311906 | Time: 2418.29 ms [2022-03-09 05:23:34 main:574] : INFO : Epoch 1666 | loss: 0.0311079 | val_loss: 0.0311819 | Time: 2482.75 ms [2022-03-09 05:23:37 main:574] : INFO : Epoch 1667 | loss: 0.0311013 | val_loss: 0.0311925 | Time: 2471.35 ms [2022-03-09 05:23:39 main:574] : INFO : Epoch 1668 | loss: 0.0311017 | val_loss: 0.0312023 | Time: 2568.6 ms [2022-03-09 05:23:42 main:574] : INFO : Epoch 1669 | loss: 0.0310992 | val_loss: 0.0311925 | Time: 2468.46 ms [2022-03-09 05:23:44 main:574] : INFO : Epoch 1670 | loss: 0.0310965 | val_loss: 0.0311941 | Time: 2561.2 ms [2022-03-09 05:23:48 main:574] : INFO : Epoch 1671 | loss: 0.0311001 | val_loss: 0.0311985 | Time: 3458.46 ms [2022-03-09 05:23:51 main:574] : INFO : Epoch 1672 | loss: 0.031102 | val_loss: 0.031188 | Time: 3132.07 ms [2022-03-09 05:23:54 main:574] : INFO : Epoch 1673 | loss: 0.0310986 | val_loss: 0.0311865 | Time: 3166 ms [2022-03-09 05:23:58 main:574] : INFO : Epoch 1674 | loss: 0.0311001 | val_loss: 0.0311787 | Time: 3245.59 ms [2022-03-09 05:24:00 main:574] : INFO : Epoch 1675 | loss: 0.0310972 | val_loss: 0.0311927 | Time: 2902.64 ms [2022-03-09 05:24:04 main:574] : INFO : Epoch 1676 | loss: 0.0310982 | val_loss: 0.0312055 | Time: 3125.09 ms [2022-03-09 05:24:06 main:574] : INFO : Epoch 1677 | loss: 0.0311062 | val_loss: 0.0312081 | Time: 2707.25 ms [2022-03-09 05:24:09 main:574] : INFO : Epoch 1678 | loss: 0.0311109 | val_loss: 0.0311742 | Time: 2992.13 ms [2022-03-09 05:24:12 main:574] : INFO : Epoch 1679 | loss: 0.0311068 | val_loss: 0.031189 | Time: 2621.91 ms [2022-03-09 05:24:15 main:574] : INFO : Epoch 1680 | loss: 0.0311037 | val_loss: 0.0311952 | Time: 2622.52 ms [2022-03-09 05:24:17 main:574] : INFO : Epoch 1681 | loss: 0.0310989 | val_loss: 0.0311871 | Time: 2850.1 ms [2022-03-09 05:24:21 main:574] : INFO : Epoch 1682 | loss: 0.0311005 | val_loss: 0.0311868 | Time: 3016.84 ms [2022-03-09 05:24:23 main:574] : INFO : Epoch 1683 | loss: 0.0311108 | val_loss: 0.0311918 | Time: 2685.27 ms [2022-03-09 05:24:26 main:574] : INFO : Epoch 1684 | loss: 0.0311218 | val_loss: 0.0311802 | Time: 2988.62 ms [2022-03-09 05:24:29 main:574] : INFO : Epoch 1685 | loss: 0.0311183 | val_loss: 0.0311785 | Time: 2886.14 ms [2022-03-09 05:24:32 main:574] : INFO : Epoch 1686 | loss: 0.0311194 | val_loss: 0.0311923 | Time: 2886.15 ms [2022-03-09 05:24:35 main:574] : INFO : Epoch 1687 | loss: 0.0311146 | val_loss: 0.031219 | Time: 3062.02 ms [2022-03-09 05:24:38 main:574] : INFO : Epoch 1688 | loss: 0.0311116 | val_loss: 0.0312061 | Time: 2676.07 ms [2022-03-09 05:24:41 main:574] : INFO : Epoch 1689 | loss: 0.0311076 | val_loss: 0.0311976 | Time: 3303.07 ms [2022-03-09 05:24:44 main:574] : INFO : Epoch 1690 | loss: 0.0311059 | val_loss: 0.0311955 | Time: 3048.31 ms [2022-03-09 05:24:47 main:574] : INFO : Epoch 1691 | loss: 0.0310984 | val_loss: 0.0311759 | Time: 2986.78 ms [2022-03-09 05:24:50 main:574] : INFO : Epoch 1692 | loss: 0.0310969 | val_loss: 0.0311797 | Time: 2983.89 ms [2022-03-09 05:24:53 main:574] : INFO : Epoch 1693 | loss: 0.0310965 | val_loss: 0.0312052 | Time: 2883.14 ms [2022-03-09 05:24:56 main:574] : INFO : Epoch 1694 | loss: 0.0310974 | val_loss: 0.0311951 | Time: 3065.1 ms [2022-03-09 05:24:59 main:574] : INFO : Epoch 1695 | loss: 0.0311005 | val_loss: 0.0311845 | Time: 2709.19 ms [2022-03-09 05:25:02 main:574] : INFO : Epoch 1696 | loss: 0.0310998 | val_loss: 0.0311792 | Time: 2518.88 ms [2022-03-09 05:25:04 main:574] : INFO : Epoch 1697 | loss: 0.0310982 | val_loss: 0.0311898 | Time: 2556.28 ms [2022-03-09 05:25:07 main:574] : INFO : Epoch 1698 | loss: 0.031101 | val_loss: 0.031185 | Time: 2567.52 ms [2022-03-09 05:25:09 main:574] : INFO : Epoch 1699 | loss: 0.031105 | val_loss: 0.0312 | Time: 2514.91 ms [2022-03-09 05:25:12 main:574] : INFO : Epoch 1700 | loss: 0.0311037 | val_loss: 0.0311979 | Time: 2557.73 ms [2022-03-09 05:25:14 main:574] : INFO : Epoch 1701 | loss: 0.0310988 | val_loss: 0.0311907 | Time: 2529.75 ms [2022-03-09 05:25:17 main:574] : INFO : Epoch 1702 | loss: 0.031098 | val_loss: 0.0311891 | Time: 2523.86 ms [2022-03-09 05:25:20 main:574] : INFO : Epoch 1703 | loss: 0.0310989 | val_loss: 0.031193 | Time: 2957.85 ms [2022-03-09 05:25:23 main:574] : INFO : Epoch 1704 | loss: 0.0310989 | val_loss: 0.0311864 | Time: 2474.1 ms [2022-03-09 05:25:25 main:574] : INFO : Epoch 1705 | loss: 0.0310983 | val_loss: 0.0311924 | Time: 2475.83 ms [2022-03-09 05:25:28 main:574] : INFO : Epoch 1706 | loss: 0.031101 | val_loss: 0.0311887 | Time: 2872.34 ms [2022-03-09 05:25:31 main:574] : INFO : Epoch 1707 | loss: 0.0311072 | val_loss: 0.0312103 | Time: 2650.69 ms [2022-03-09 05:25:33 main:574] : INFO : Epoch 1708 | loss: 0.0311096 | val_loss: 0.0311811 | Time: 2626.86 ms [2022-03-09 05:25:36 main:574] : INFO : Epoch 1709 | loss: 0.0311071 | val_loss: 0.031178 | Time: 2657.22 ms [2022-03-09 05:25:38 main:574] : INFO : Epoch 1710 | loss: 0.0311015 | val_loss: 0.0311929 | Time: 2472.67 ms [2022-03-09 05:25:41 main:574] : INFO : Epoch 1711 | loss: 0.0311026 | val_loss: 0.031191 | Time: 2784.91 ms [2022-03-09 05:25:44 main:574] : INFO : Epoch 1712 | loss: 0.0311 | val_loss: 0.0311985 | Time: 3145.13 ms [2022-03-09 05:25:48 main:574] : INFO : Epoch 1713 | loss: 0.0310979 | val_loss: 0.031185 | Time: 3167.42 ms [2022-03-09 05:25:51 main:574] : INFO : Epoch 1714 | loss: 0.0311044 | val_loss: 0.0311829 | Time: 3253.77 ms [2022-03-09 05:25:54 main:574] : INFO : Epoch 1715 | loss: 0.0311059 | val_loss: 0.0311867 | Time: 3290.51 ms [2022-03-09 05:25:57 main:574] : INFO : Epoch 1716 | loss: 0.0311046 | val_loss: 0.0311929 | Time: 3218.13 ms [2022-03-09 05:26:01 main:574] : INFO : Epoch 1717 | loss: 0.0310972 | val_loss: 0.0311921 | Time: 3127.15 ms [2022-03-09 05:26:04 main:574] : INFO : Epoch 1718 | loss: 0.0310961 | val_loss: 0.0311938 | Time: 3313.17 ms [2022-03-09 05:26:07 main:574] : INFO : Epoch 1719 | loss: 0.0310946 | val_loss: 0.0312169 | Time: 2973.74 ms [2022-03-09 05:26:10 main:574] : INFO : Epoch 1720 | loss: 0.0311007 | val_loss: 0.0311872 | Time: 2781.97 ms [2022-03-09 05:26:13 main:574] : INFO : Epoch 1721 | loss: 0.0311007 | val_loss: 0.0311807 | Time: 2835 ms [2022-03-09 05:26:16 main:574] : INFO : Epoch 1722 | loss: 0.0311057 | val_loss: 0.0311818 | Time: 2996.96 ms [2022-03-09 05:26:19 main:574] : INFO : Epoch 1723 | loss: 0.0311028 | val_loss: 0.0311962 | Time: 3147.03 ms [2022-03-09 05:26:21 main:574] : INFO : Epoch 1724 | loss: 0.031101 | val_loss: 0.0312021 | Time: 2503.53 ms [2022-03-09 05:26:24 main:574] : INFO : Epoch 1725 | loss: 0.0310999 | val_loss: 0.0311808 | Time: 2862.61 ms [2022-03-09 05:26:27 main:574] : INFO : Epoch 1726 | loss: 0.0311002 | val_loss: 0.031193 | Time: 3110.98 ms [2022-03-09 05:26:31 main:574] : INFO : Epoch 1727 | loss: 0.0310988 | val_loss: 0.0312002 | Time: 3355.45 ms [2022-03-09 05:26:34 main:574] : INFO : Epoch 1728 | loss: 0.031094 | val_loss: 0.0311885 | Time: 2935.63 ms [2022-03-09 05:26:37 main:574] : INFO : Epoch 1729 | loss: 0.031102 | val_loss: 0.031184 | Time: 3010.93 ms [2022-03-09 05:26:40 main:574] : INFO : Epoch 1730 | loss: 0.0311015 | val_loss: 0.0311964 | Time: 3148.64 ms [2022-03-09 05:26:43 main:574] : INFO : Epoch 1731 | loss: 0.0311008 | val_loss: 0.0312004 | Time: 3412.71 ms [2022-03-09 05:26:46 main:574] : INFO : Epoch 1732 | loss: 0.031109 | val_loss: 0.0311766 | Time: 2961.53 ms [2022-03-09 05:26:49 main:574] : INFO : Epoch 1733 | loss: 0.0311063 | val_loss: 0.0311987 | Time: 2934.82 ms [2022-03-09 05:26:52 main:574] : INFO : Epoch 1734 | loss: 0.0311026 | val_loss: 0.0311852 | Time: 2728.74 ms [2022-03-09 05:26:55 main:574] : INFO : Epoch 1735 | loss: 0.0311013 | val_loss: 0.0311911 | Time: 3129.74 ms [2022-03-09 05:26:59 main:574] : INFO : Epoch 1736 | loss: 0.0310968 | val_loss: 0.03118 | Time: 3274.97 ms [2022-03-09 05:27:02 main:574] : INFO : Epoch 1737 | loss: 0.0311049 | val_loss: 0.0311926 | Time: 3387.9 ms [2022-03-09 05:27:05 main:574] : INFO : Epoch 1738 | loss: 0.031108 | val_loss: 0.0311925 | Time: 2911.51 ms [2022-03-09 05:27:08 main:574] : INFO : Epoch 1739 | loss: 0.0310981 | val_loss: 0.0311945 | Time: 2805.67 ms [2022-03-09 05:27:11 main:574] : INFO : Epoch 1740 | loss: 0.0310959 | val_loss: 0.0311852 | Time: 3012.82 ms [2022-03-09 05:27:14 main:574] : INFO : Epoch 1741 | loss: 0.0310973 | val_loss: 0.0312143 | Time: 3120.08 ms [2022-03-09 05:27:17 main:574] : INFO : Epoch 1742 | loss: 0.0310932 | val_loss: 0.0312082 | Time: 3039.97 ms [2022-03-09 05:27:20 main:574] : INFO : Epoch 1743 | loss: 0.0311092 | val_loss: 0.0311822 | Time: 2918.37 ms [2022-03-09 05:27:23 main:574] : INFO : Epoch 1744 | loss: 0.0311136 | val_loss: 0.0311862 | Time: 3135.6 ms [2022-03-09 05:27:26 main:574] : INFO : Epoch 1745 | loss: 0.0311055 | val_loss: 0.0311806 | Time: 3238.93 ms [2022-03-09 05:27:29 main:574] : INFO : Epoch 1746 | loss: 0.0310974 | val_loss: 0.0311907 | Time: 2600.24 ms [2022-03-09 05:27:32 main:574] : INFO : Epoch 1747 | loss: 0.0310932 | val_loss: 0.0311937 | Time: 2583.93 ms [2022-03-09 05:27:34 main:574] : INFO : Epoch 1748 | loss: 0.0310971 | val_loss: 0.0311827 | Time: 2671.4 ms [2022-03-09 05:27:38 main:574] : INFO : Epoch 1749 | loss: 0.0311005 | val_loss: 0.0312068 | Time: 3465.51 ms [2022-03-09 05:27:40 main:574] : INFO : Epoch 1750 | loss: 0.0310957 | val_loss: 0.0312028 | Time: 2473.22 ms [2022-03-09 05:27:43 main:574] : INFO : Epoch 1751 | loss: 0.0310988 | val_loss: 0.0312006 | Time: 2583.36 ms [2022-03-09 05:27:46 main:574] : INFO : Epoch 1752 | loss: 0.031097 | val_loss: 0.0311806 | Time: 3082.21 ms [2022-03-09 05:27:49 main:574] : INFO : Epoch 1753 | loss: 0.0310979 | val_loss: 0.0311991 | Time: 2597.18 ms [2022-03-09 05:27:51 main:574] : INFO : Epoch 1754 | loss: 0.031097 | val_loss: 0.0312044 | Time: 2672.51 ms [2022-03-09 05:27:54 main:574] : INFO : Epoch 1755 | loss: 0.0310978 | val_loss: 0.0311961 | Time: 2509.62 ms [2022-03-09 05:27:56 main:574] : INFO : Epoch 1756 | loss: 0.0311155 | val_loss: 0.0311875 | Time: 2459.56 ms [2022-03-09 05:27:59 main:574] : INFO : Epoch 1757 | loss: 0.0311175 | val_loss: 0.0311807 | Time: 2496.59 ms [2022-03-09 05:28:02 main:574] : INFO : Epoch 1758 | loss: 0.0311042 | val_loss: 0.0312041 | Time: 2572.7 ms [2022-03-09 05:28:05 main:574] : INFO : Epoch 1759 | loss: 0.0311044 | val_loss: 0.0311792 | Time: 2864.92 ms [2022-03-09 05:28:07 main:574] : INFO : Epoch 1760 | loss: 0.0311013 | val_loss: 0.0312049 | Time: 2681.79 ms [2022-03-09 05:28:10 main:574] : INFO : Epoch 1761 | loss: 0.0310968 | val_loss: 0.0311958 | Time: 2873.94 ms [2022-03-09 05:28:13 main:574] : INFO : Epoch 1762 | loss: 0.0311034 | val_loss: 0.0312082 | Time: 2478.12 ms [2022-03-09 05:28:15 main:574] : INFO : Epoch 1763 | loss: 0.0311065 | val_loss: 0.0311844 | Time: 2554.46 ms [2022-03-09 05:28:18 main:574] : INFO : Epoch 1764 | loss: 0.0310974 | val_loss: 0.0312036 | Time: 2684.6 ms [2022-03-09 05:28:21 main:574] : INFO : Epoch 1765 | loss: 0.0310946 | val_loss: 0.0311957 | Time: 3382.8 ms [2022-03-09 05:28:24 main:574] : INFO : Epoch 1766 | loss: 0.0310977 | val_loss: 0.0311935 | Time: 2967.64 ms [2022-03-09 05:28:27 main:574] : INFO : Epoch 1767 | loss: 0.0310942 | val_loss: 0.031206 | Time: 3037.69 ms [2022-03-09 05:28:31 main:574] : INFO : Epoch 1768 | loss: 0.0310936 | val_loss: 0.0311921 | Time: 3220.18 ms [2022-03-09 05:28:34 main:574] : INFO : Epoch 1769 | loss: 0.0310986 | val_loss: 0.0311896 | Time: 3199.99 ms [2022-03-09 05:28:37 main:574] : INFO : Epoch 1770 | loss: 0.0310938 | val_loss: 0.0311937 | Time: 2971.65 ms [2022-03-09 05:28:40 main:574] : INFO : Epoch 1771 | loss: 0.0310979 | val_loss: 0.0311955 | Time: 2989.35 ms [2022-03-09 05:28:43 main:574] : INFO : Epoch 1772 | loss: 0.0310905 | val_loss: 0.0312191 | Time: 2720.97 ms [2022-03-09 05:28:46 main:574] : INFO : Epoch 1773 | loss: 0.031094 | val_loss: 0.0312199 | Time: 3039.37 ms [2022-03-09 05:28:49 main:574] : INFO : Epoch 1774 | loss: 0.0310914 | val_loss: 0.031207 | Time: 2971.91 ms [2022-03-09 05:28:52 main:574] : INFO : Epoch 1775 | loss: 0.0310908 | val_loss: 0.0312237 | Time: 3009.72 ms [2022-03-09 05:28:55 main:574] : INFO : Epoch 1776 | loss: 0.0311128 | val_loss: 0.0311804 | Time: 2754.92 ms [2022-03-09 05:28:57 main:574] : INFO : Epoch 1777 | loss: 0.0311191 | val_loss: 0.0311915 | Time: 2453.52 ms [2022-03-09 05:29:00 main:574] : INFO : Epoch 1778 | loss: 0.0311093 | val_loss: 0.031189 | Time: 2850.63 ms [2022-03-09 05:29:03 main:574] : INFO : Epoch 1779 | loss: 0.031129 | val_loss: 0.0311797 | Time: 2610.83 ms [2022-03-09 05:29:05 main:574] : INFO : Epoch 1780 | loss: 0.0311242 | val_loss: 0.0311793 | Time: 2665.74 ms [2022-03-09 05:29:08 main:574] : INFO : Epoch 1781 | loss: 0.0311179 | val_loss: 0.0311754 | Time: 2441.02 ms [2022-03-09 05:29:10 main:574] : INFO : Epoch 1782 | loss: 0.0311114 | val_loss: 0.0311914 | Time: 2492.96 ms [2022-03-09 05:29:13 main:574] : INFO : Epoch 1783 | loss: 0.0311174 | val_loss: 0.0311907 | Time: 2494.45 ms [2022-03-09 05:29:15 main:574] : INFO : Epoch 1784 | loss: 0.031106 | val_loss: 0.0311926 | Time: 2410.67 ms [2022-03-09 05:29:18 main:574] : INFO : Epoch 1785 | loss: 0.0311046 | val_loss: 0.0311868 | Time: 2400.29 ms [2022-03-09 05:29:20 main:574] : INFO : Epoch 1786 | loss: 0.0311024 | val_loss: 0.0311937 | Time: 2451.82 ms [2022-03-09 05:29:22 main:574] : INFO : Epoch 1787 | loss: 0.0310989 | val_loss: 0.0312083 | Time: 2362.31 ms [2022-03-09 05:29:25 main:574] : INFO : Epoch 1788 | loss: 0.0310943 | val_loss: 0.0312034 | Time: 2676.02 ms [2022-03-09 05:29:28 main:574] : INFO : Epoch 1789 | loss: 0.0310908 | val_loss: 0.0311976 | Time: 2863.55 ms [2022-03-09 05:29:31 main:574] : INFO : Epoch 1790 | loss: 0.0310987 | val_loss: 0.031185 | Time: 2712.15 ms [2022-03-09 05:29:33 main:574] : INFO : Epoch 1791 | loss: 0.0310981 | val_loss: 0.0312125 | Time: 2600.22 ms [2022-03-09 05:29:36 main:574] : INFO : Epoch 1792 | loss: 0.031101 | val_loss: 0.0311968 | Time: 2823.31 ms [2022-03-09 05:29:39 main:574] : INFO : Epoch 1793 | loss: 0.0311097 | val_loss: 0.0311957 | Time: 2852 ms [2022-03-09 05:29:42 main:574] : INFO : Epoch 1794 | loss: 0.0311073 | val_loss: 0.0311911 | Time: 2585.21 ms [2022-03-09 05:29:45 main:574] : INFO : Epoch 1795 | loss: 0.0311055 | val_loss: 0.0312088 | Time: 2828.07 ms [2022-03-09 05:29:48 main:574] : INFO : Epoch 1796 | loss: 0.0311 | val_loss: 0.0311756 | Time: 2991.68 ms [2022-03-09 05:29:51 main:574] : INFO : Epoch 1797 | loss: 0.0311067 | val_loss: 0.0311915 | Time: 3034.98 ms [2022-03-09 05:29:53 main:574] : INFO : Epoch 1798 | loss: 0.0311055 | val_loss: 0.0311853 | Time: 2781.19 ms [2022-03-09 05:29:57 main:574] : INFO : Epoch 1799 | loss: 0.0310981 | val_loss: 0.0311832 | Time: 3142.98 ms [2022-03-09 05:30:00 main:574] : INFO : Epoch 1800 | loss: 0.0311019 | val_loss: 0.0311987 | Time: 3106.41 ms [2022-03-09 05:30:03 main:574] : INFO : Epoch 1801 | loss: 0.0310986 | val_loss: 0.0311801 | Time: 3468.88 ms [2022-03-09 05:30:06 main:574] : INFO : Epoch 1802 | loss: 0.031103 | val_loss: 0.0311949 | Time: 3157.2 ms [2022-03-09 05:30:09 main:574] : INFO : Epoch 1803 | loss: 0.0311017 | val_loss: 0.0311961 | Time: 2948 ms [2022-03-09 05:30:12 main:574] : INFO : Epoch 1804 | loss: 0.0310934 | val_loss: 0.0311821 | Time: 2918.23 ms [2022-03-09 05:30:16 main:574] : INFO : Epoch 1805 | loss: 0.0311007 | val_loss: 0.0312075 | Time: 3348.13 ms [2022-03-09 05:30:19 main:574] : INFO : Epoch 1806 | loss: 0.0311063 | val_loss: 0.0311891 | Time: 3158.59 ms [2022-03-09 05:30:22 main:574] : INFO : Epoch 1807 | loss: 0.0310952 | val_loss: 0.0311917 | Time: 3045.35 ms [2022-03-09 05:30:25 main:574] : INFO : Epoch 1808 | loss: 0.0310913 | val_loss: 0.0312081 | Time: 3118.92 ms [2022-03-09 05:30:28 main:574] : INFO : Epoch 1809 | loss: 0.0310915 | val_loss: 0.0312112 | Time: 3154.57 ms [2022-03-09 05:30:32 main:574] : INFO : Epoch 1810 | loss: 0.0310986 | val_loss: 0.0311936 | Time: 3192.68 ms [2022-03-09 05:30:35 main:574] : INFO : Epoch 1811 | loss: 0.031097 | val_loss: 0.0311963 | Time: 3116.92 ms [2022-03-09 05:30:38 main:574] : INFO : Epoch 1812 | loss: 0.0310884 | val_loss: 0.0312051 | Time: 2968.95 ms [2022-03-09 05:30:42 main:574] : INFO : Epoch 1813 | loss: 0.031088 | val_loss: 0.031197 | Time: 4226.16 ms [2022-03-09 05:30:47 main:574] : INFO : Epoch 1814 | loss: 0.0311014 | val_loss: 0.0311851 | Time: 4723.92 ms [2022-03-09 05:30:50 main:574] : INFO : Epoch 1815 | loss: 0.0310937 | val_loss: 0.0312054 | Time: 3150.04 ms [2022-03-09 05:30:53 main:574] : INFO : Epoch 1816 | loss: 0.0310936 | val_loss: 0.0312019 | Time: 2970.53 ms [2022-03-09 05:30:56 main:574] : INFO : Epoch 1817 | loss: 0.0310998 | val_loss: 0.0311884 | Time: 2690.62 ms [2022-03-09 05:30:59 main:574] : INFO : Epoch 1818 | loss: 0.0311043 | val_loss: 0.0311844 | Time: 3051.92 ms [2022-03-09 05:31:02 main:574] : INFO : Epoch 1819 | loss: 0.0311085 | val_loss: 0.0311956 | Time: 3333.34 ms [2022-03-09 05:31:05 main:574] : INFO : Epoch 1820 | loss: 0.031098 | val_loss: 0.0311969 | Time: 3062.93 ms [2022-03-09 05:31:08 main:574] : INFO : Epoch 1821 | loss: 0.0311004 | val_loss: 0.0311891 | Time: 2832.62 ms [2022-03-09 05:31:11 main:574] : INFO : Epoch 1822 | loss: 0.0310985 | val_loss: 0.0312012 | Time: 2763.97 ms [2022-03-09 05:31:13 main:574] : INFO : Epoch 1823 | loss: 0.0310986 | val_loss: 0.0312012 | Time: 2576.81 ms [2022-03-09 05:31:16 main:574] : INFO : Epoch 1824 | loss: 0.031097 | val_loss: 0.0311942 | Time: 2619.27 ms [2022-03-09 05:31:19 main:574] : INFO : Epoch 1825 | loss: 0.0310992 | val_loss: 0.0311847 | Time: 2504.67 ms [2022-03-09 05:31:21 main:574] : INFO : Epoch 1826 | loss: 0.0310914 | val_loss: 0.0312079 | Time: 2542.4 ms [2022-03-09 05:31:24 main:574] : INFO : Epoch 1827 | loss: 0.0310905 | val_loss: 0.0312025 | Time: 2819.99 ms [2022-03-09 05:31:27 main:574] : INFO : Epoch 1828 | loss: 0.0310905 | val_loss: 0.0312348 | Time: 2830.67 ms [2022-03-09 05:31:30 main:574] : INFO : Epoch 1829 | loss: 0.0311584 | val_loss: 0.0311813 | Time: 2826.34 ms [2022-03-09 05:31:32 main:574] : INFO : Epoch 1830 | loss: 0.0311413 | val_loss: 0.0311761 | Time: 2598.93 ms [2022-03-09 05:31:35 main:574] : INFO : Epoch 1831 | loss: 0.0311254 | val_loss: 0.0311848 | Time: 3048.61 ms [2022-03-09 05:31:38 main:574] : INFO : Epoch 1832 | loss: 0.031115 | val_loss: 0.031193 | Time: 2673.33 ms [2022-03-09 05:31:41 main:574] : INFO : Epoch 1833 | loss: 0.0311106 | val_loss: 0.0311783 | Time: 3038.66 ms [2022-03-09 05:31:44 main:574] : INFO : Epoch 1834 | loss: 0.0311081 | val_loss: 0.0311908 | Time: 2741.75 ms [2022-03-09 05:31:47 main:574] : INFO : Epoch 1835 | loss: 0.0311036 | val_loss: 0.0311913 | Time: 2787.84 ms [2022-03-09 05:31:49 main:574] : INFO : Epoch 1836 | loss: 0.0310985 | val_loss: 0.0311843 | Time: 2445.29 ms [2022-03-09 05:31:52 main:574] : INFO : Epoch 1837 | loss: 0.0310995 | val_loss: 0.0311967 | Time: 2451.86 ms [2022-03-09 05:31:54 main:574] : INFO : Epoch 1838 | loss: 0.0310941 | val_loss: 0.0312039 | Time: 2594.68 ms [2022-03-09 05:31:57 main:574] : INFO : Epoch 1839 | loss: 0.0310909 | val_loss: 0.0311882 | Time: 2570.72 ms [2022-03-09 05:31:59 main:574] : INFO : Epoch 1840 | loss: 0.0310949 | val_loss: 0.0311812 | Time: 2543.73 ms [2022-03-09 05:32:02 main:574] : INFO : Epoch 1841 | loss: 0.0310962 | val_loss: 0.0311882 | Time: 2844.62 ms [2022-03-09 05:32:06 main:574] : INFO : Epoch 1842 | loss: 0.0310934 | val_loss: 0.0312122 | Time: 3155.63 ms [2022-03-09 05:32:08 main:574] : INFO : Epoch 1843 | loss: 0.0310949 | val_loss: 0.0312008 | Time: 2909.79 ms [2022-03-09 05:32:11 main:574] : INFO : Epoch 1844 | loss: 0.031099 | val_loss: 0.0312056 | Time: 2634.7 ms [2022-03-09 05:32:14 main:574] : INFO : Epoch 1845 | loss: 0.0310936 | val_loss: 0.031202 | Time: 2631.17 ms [2022-03-09 05:32:16 main:574] : INFO : Epoch 1846 | loss: 0.0310919 | val_loss: 0.0311894 | Time: 2514.66 ms [2022-03-09 05:32:19 main:574] : INFO : Epoch 1847 | loss: 0.0311131 | val_loss: 0.0311958 | Time: 2443.62 ms [2022-03-09 05:32:21 main:574] : INFO : Epoch 1848 | loss: 0.0311117 | val_loss: 0.0311862 | Time: 2591.61 ms [2022-03-09 05:32:24 main:574] : INFO : Epoch 1849 | loss: 0.0310997 | val_loss: 0.0311818 | Time: 2636.02 ms [2022-03-09 05:32:27 main:574] : INFO : Epoch 1850 | loss: 0.0310984 | val_loss: 0.0311899 | Time: 2787.06 ms [2022-03-09 05:32:30 main:574] : INFO : Epoch 1851 | loss: 0.0310921 | val_loss: 0.0311967 | Time: 2533.81 ms [2022-03-09 05:32:32 main:574] : INFO : Epoch 1852 | loss: 0.0310911 | val_loss: 0.0312065 | Time: 2666.49 ms [2022-03-09 05:32:35 main:574] : INFO : Epoch 1853 | loss: 0.0310885 | val_loss: 0.0312007 | Time: 2623.58 ms [2022-03-09 05:32:38 main:574] : INFO : Epoch 1854 | loss: 0.0310851 | val_loss: 0.0311962 | Time: 2624.82 ms [2022-03-09 05:32:40 main:574] : INFO : Epoch 1855 | loss: 0.0310851 | val_loss: 0.0312045 | Time: 2607.11 ms [2022-03-09 05:32:43 main:574] : INFO : Epoch 1856 | loss: 0.031088 | val_loss: 0.0312104 | Time: 2684.08 ms [2022-03-09 05:32:46 main:574] : INFO : Epoch 1857 | loss: 0.0310921 | val_loss: 0.031218 | Time: 2849.94 ms [2022-03-09 05:32:49 main:574] : INFO : Epoch 1858 | loss: 0.0310939 | val_loss: 0.031216 | Time: 2870.15 ms [2022-03-09 05:32:51 main:574] : INFO : Epoch 1859 | loss: 0.0310973 | val_loss: 0.0311724 | Time: 2717.48 ms [2022-03-09 05:32:54 main:574] : INFO : Epoch 1860 | loss: 0.0310964 | val_loss: 0.0311965 | Time: 2475.68 ms [2022-03-09 05:32:57 main:574] : INFO : Epoch 1861 | loss: 0.0310877 | val_loss: 0.0312077 | Time: 2661.4 ms [2022-03-09 05:32:59 main:574] : INFO : Epoch 1862 | loss: 0.031086 | val_loss: 0.031219 | Time: 2471.71 ms [2022-03-09 05:33:02 main:574] : INFO : Epoch 1863 | loss: 0.0310883 | val_loss: 0.0311987 | Time: 2461.36 ms [2022-03-09 05:33:04 main:574] : INFO : Epoch 1864 | loss: 0.0310945 | val_loss: 0.031205 | Time: 2552.01 ms [2022-03-09 05:33:07 main:574] : INFO : Epoch 1865 | loss: 0.0310895 | val_loss: 0.0312024 | Time: 3132.11 ms [2022-03-09 05:33:10 main:574] : INFO : Epoch 1866 | loss: 0.0310888 | val_loss: 0.0311983 | Time: 2508.42 ms [2022-03-09 05:33:12 main:574] : INFO : Epoch 1867 | loss: 0.0310896 | val_loss: 0.0312055 | Time: 2465.67 ms [2022-03-09 05:33:15 main:574] : INFO : Epoch 1868 | loss: 0.031094 | val_loss: 0.0312088 | Time: 2531.63 ms [2022-03-09 05:33:17 main:574] : INFO : Epoch 1869 | loss: 0.0310916 | val_loss: 0.0312197 | Time: 2522.19 ms [2022-03-09 05:33:20 main:574] : INFO : Epoch 1870 | loss: 0.0310891 | val_loss: 0.0311978 | Time: 2698.05 ms [2022-03-09 05:33:23 main:574] : INFO : Epoch 1871 | loss: 0.031095 | val_loss: 0.0311945 | Time: 2785.81 ms [2022-03-09 05:33:26 main:574] : INFO : Epoch 1872 | loss: 0.0310977 | val_loss: 0.0312037 | Time: 3374.79 ms [2022-03-09 05:33:29 main:574] : INFO : Epoch 1873 | loss: 0.0310882 | val_loss: 0.0311914 | Time: 2538.75 ms [2022-03-09 05:33:32 main:574] : INFO : Epoch 1874 | loss: 0.0310953 | val_loss: 0.0312053 | Time: 2617.23 ms [2022-03-09 05:33:34 main:574] : INFO : Epoch 1875 | loss: 0.0310892 | val_loss: 0.0311937 | Time: 2462.85 ms [2022-03-09 05:33:37 main:574] : INFO : Epoch 1876 | loss: 0.0310915 | val_loss: 0.0312023 | Time: 2604.34 ms [2022-03-09 05:33:39 main:574] : INFO : Epoch 1877 | loss: 0.0310862 | val_loss: 0.0312143 | Time: 2506.01 ms [2022-03-09 05:33:42 main:574] : INFO : Epoch 1878 | loss: 0.0310863 | val_loss: 0.0312162 | Time: 2551.01 ms [2022-03-09 05:33:44 main:574] : INFO : Epoch 1879 | loss: 0.0310889 | val_loss: 0.0312084 | Time: 2402.5 ms [2022-03-09 05:33:47 main:574] : INFO : Epoch 1880 | loss: 0.0310972 | val_loss: 0.0311966 | Time: 2444.24 ms [2022-03-09 05:33:49 main:574] : INFO : Epoch 1881 | loss: 0.0310977 | val_loss: 0.0312051 | Time: 2402.57 ms [2022-03-09 05:33:52 main:574] : INFO : Epoch 1882 | loss: 0.0310933 | val_loss: 0.031208 | Time: 2502.39 ms [2022-03-09 05:33:54 main:574] : INFO : Epoch 1883 | loss: 0.0310881 | val_loss: 0.0311861 | Time: 2665.07 ms [2022-03-09 05:33:57 main:574] : INFO : Epoch 1884 | loss: 0.031095 | val_loss: 0.0311959 | Time: 3002.48 ms [2022-03-09 05:34:00 main:574] : INFO : Epoch 1885 | loss: 0.031092 | val_loss: 0.031206 | Time: 2660.81 ms [2022-03-09 05:34:03 main:574] : INFO : Epoch 1886 | loss: 0.0310868 | val_loss: 0.031216 | Time: 2600.11 ms [2022-03-09 05:34:05 main:574] : INFO : Epoch 1887 | loss: 0.0310842 | val_loss: 0.0312221 | Time: 2851.64 ms [2022-03-09 05:34:08 main:574] : INFO : Epoch 1888 | loss: 0.0310926 | val_loss: 0.0311978 | Time: 2630.2 ms [2022-03-09 05:34:11 main:574] : INFO : Epoch 1889 | loss: 0.0310974 | val_loss: 0.0312307 | Time: 2472.79 ms [2022-03-09 05:34:13 main:574] : INFO : Epoch 1890 | loss: 0.0310907 | val_loss: 0.0311993 | Time: 2560.8 ms [2022-03-09 05:34:16 main:574] : INFO : Epoch 1891 | loss: 0.0311 | val_loss: 0.0312025 | Time: 2744.39 ms [2022-03-09 05:34:19 main:574] : INFO : Epoch 1892 | loss: 0.0311056 | val_loss: 0.0311953 | Time: 2992.41 ms [2022-03-09 05:34:22 main:574] : INFO : Epoch 1893 | loss: 0.0311091 | val_loss: 0.0312056 | Time: 2600.53 ms [2022-03-09 05:34:24 main:574] : INFO : Epoch 1894 | loss: 0.0311049 | val_loss: 0.0311976 | Time: 2545.9 ms [2022-03-09 05:34:27 main:574] : INFO : Epoch 1895 | loss: 0.0311014 | val_loss: 0.031206 | Time: 2671.71 ms [2022-03-09 05:34:29 main:574] : INFO : Epoch 1896 | loss: 0.0310925 | val_loss: 0.0312092 | Time: 2419.92 ms [2022-03-09 05:34:32 main:574] : INFO : Epoch 1897 | loss: 0.0310906 | val_loss: 0.0312056 | Time: 2504.51 ms [2022-03-09 05:34:34 main:574] : INFO : Epoch 1898 | loss: 0.0310961 | val_loss: 0.0312106 | Time: 2492.75 ms [2022-03-09 05:34:37 main:574] : INFO : Epoch 1899 | loss: 0.0310924 | val_loss: 0.0312047 | Time: 2478.71 ms [2022-03-09 05:34:39 main:574] : INFO : Epoch 1900 | loss: 0.0310942 | val_loss: 0.0311973 | Time: 2495.73 ms [2022-03-09 05:34:42 main:574] : INFO : Epoch 1901 | loss: 0.0310906 | val_loss: 0.0312124 | Time: 2579.6 ms [2022-03-09 05:34:45 main:574] : INFO : Epoch 1902 | loss: 0.0310874 | val_loss: 0.0311933 | Time: 2440.17 ms [2022-03-09 05:34:47 main:574] : INFO : Epoch 1903 | loss: 0.0310861 | val_loss: 0.0312071 | Time: 2453.55 ms [2022-03-09 05:34:50 main:574] : INFO : Epoch 1904 | loss: 0.0310873 | val_loss: 0.0312132 | Time: 2806.92 ms [2022-03-09 05:34:52 main:574] : INFO : Epoch 1905 | loss: 0.0310849 | val_loss: 0.031212 | Time: 2552.82 ms [2022-03-09 05:34:55 main:574] : INFO : Epoch 1906 | loss: 0.0310902 | val_loss: 0.0312099 | Time: 2421.59 ms [2022-03-09 05:34:57 main:574] : INFO : Epoch 1907 | loss: 0.0310953 | val_loss: 0.031216 | Time: 2449.57 ms [2022-03-09 05:35:00 main:574] : INFO : Epoch 1908 | loss: 0.0310958 | val_loss: 0.0312085 | Time: 2486.53 ms [2022-03-09 05:35:02 main:574] : INFO : Epoch 1909 | loss: 0.0310994 | val_loss: 0.0312078 | Time: 2350.59 ms [2022-03-09 05:35:05 main:574] : INFO : Epoch 1910 | loss: 0.0311082 | val_loss: 0.0311971 | Time: 2427.82 ms [2022-03-09 05:35:07 main:574] : INFO : Epoch 1911 | loss: 0.0311286 | val_loss: 0.0311954 | Time: 2730.2 ms [2022-03-09 05:35:10 main:574] : INFO : Epoch 1912 | loss: 0.0311144 | val_loss: 0.0311906 | Time: 2892.28 ms [2022-03-09 05:35:13 main:574] : INFO : Epoch 1913 | loss: 0.0311062 | val_loss: 0.0311904 | Time: 2988.91 ms [2022-03-09 05:35:16 main:574] : INFO : Epoch 1914 | loss: 0.0311173 | val_loss: 0.0312024 | Time: 3076.84 ms [2022-03-09 05:35:19 main:574] : INFO : Epoch 1915 | loss: 0.0311508 | val_loss: 0.0311703 | Time: 2927.42 ms [2022-03-09 05:35:23 main:574] : INFO : Epoch 1916 | loss: 0.03115 | val_loss: 0.031176 | Time: 3124.84 ms [2022-03-09 05:35:25 main:574] : INFO : Epoch 1917 | loss: 0.0311431 | val_loss: 0.0311715 | Time: 2838.26 ms [2022-03-09 05:35:29 main:574] : INFO : Epoch 1918 | loss: 0.0311349 | val_loss: 0.0311876 | Time: 3122.55 ms [2022-03-09 05:35:32 main:574] : INFO : Epoch 1919 | loss: 0.031126 | val_loss: 0.031176 | Time: 3150.52 ms [2022-03-09 05:35:35 main:574] : INFO : Epoch 1920 | loss: 0.0311136 | val_loss: 0.0311954 | Time: 3189.47 ms [2022-03-09 05:35:38 main:574] : INFO : Epoch 1921 | loss: 0.03111 | val_loss: 0.0311859 | Time: 3260.28 ms [2022-03-09 05:35:41 main:574] : INFO : Epoch 1922 | loss: 0.0311086 | val_loss: 0.031196 | Time: 3027.73 ms [2022-03-09 05:35:44 main:574] : INFO : Epoch 1923 | loss: 0.0311027 | val_loss: 0.0311943 | Time: 2898.62 ms [2022-03-09 05:35:47 main:574] : INFO : Epoch 1924 | loss: 0.0310987 | val_loss: 0.0311968 | Time: 3050.22 ms [2022-03-09 05:35:50 main:574] : INFO : Epoch 1925 | loss: 0.0310987 | val_loss: 0.0312065 | Time: 3042.27 ms [2022-03-09 05:35:53 main:574] : INFO : Epoch 1926 | loss: 0.0310944 | val_loss: 0.0312042 | Time: 3052.26 ms [2022-03-09 05:35:57 main:574] : INFO : Epoch 1927 | loss: 0.0310899 | val_loss: 0.0312215 | Time: 3138.02 ms [2022-03-09 05:36:00 main:574] : INFO : Epoch 1928 | loss: 0.0310905 | val_loss: 0.0311994 | Time: 2993.37 ms [2022-03-09 05:36:03 main:574] : INFO : Epoch 1929 | loss: 0.0310959 | val_loss: 0.0311767 | Time: 3210.82 ms [2022-03-09 05:36:06 main:574] : INFO : Epoch 1930 | loss: 0.0311262 | val_loss: 0.0311896 | Time: 3397.85 ms [2022-03-09 05:36:09 main:574] : INFO : Epoch 1931 | loss: 0.0311262 | val_loss: 0.0311802 | Time: 3028.74 ms [2022-03-09 05:36:12 main:574] : INFO : Epoch 1932 | loss: 0.03111 | val_loss: 0.0312022 | Time: 3137.92 ms [2022-03-09 05:36:16 main:574] : INFO : Epoch 1933 | loss: 0.0311009 | val_loss: 0.0311811 | Time: 3309.21 ms [2022-03-09 05:36:19 main:574] : INFO : Epoch 1934 | loss: 0.0310948 | val_loss: 0.031206 | Time: 3099.68 ms [2022-03-09 05:36:22 main:574] : INFO : Epoch 1935 | loss: 0.0310932 | val_loss: 0.0311945 | Time: 3121.88 ms [2022-03-09 05:36:25 main:574] : INFO : Epoch 1936 | loss: 0.0310942 | val_loss: 0.0312141 | Time: 3057.94 ms [2022-03-09 05:36:28 main:574] : INFO : Epoch 1937 | loss: 0.0310888 | val_loss: 0.0312172 | Time: 2946.46 ms [2022-03-09 05:36:31 main:574] : INFO : Epoch 1938 | loss: 0.0310991 | val_loss: 0.0312045 | Time: 3111.97 ms [2022-03-09 05:36:34 main:574] : INFO : Epoch 1939 | loss: 0.0310907 | val_loss: 0.0312118 | Time: 2973.18 ms [2022-03-09 05:36:37 main:574] : INFO : Epoch 1940 | loss: 0.0310848 | val_loss: 0.0311951 | Time: 2418.59 ms [2022-03-09 05:36:39 main:574] : INFO : Epoch 1941 | loss: 0.0310979 | val_loss: 0.0312013 | Time: 2459.04 ms [2022-03-09 05:36:42 main:574] : INFO : Epoch 1942 | loss: 0.0310935 | val_loss: 0.0311902 | Time: 2532.38 ms [2022-03-09 05:36:44 main:574] : INFO : Epoch 1943 | loss: 0.0311044 | val_loss: 0.0311897 | Time: 2391.92 ms [2022-03-09 05:36:47 main:574] : INFO : Epoch 1944 | loss: 0.0311112 | val_loss: 0.0311868 | Time: 2666.14 ms [2022-03-09 05:36:50 main:574] : INFO : Epoch 1945 | loss: 0.0311019 | val_loss: 0.0311989 | Time: 3345.04 ms [2022-03-09 05:36:53 main:574] : INFO : Epoch 1946 | loss: 0.0310963 | val_loss: 0.0312062 | Time: 3018.14 ms [2022-03-09 05:36:57 main:574] : INFO : Epoch 1947 | loss: 0.0310906 | val_loss: 0.0311885 | Time: 3150.06 ms [2022-03-09 05:37:00 main:574] : INFO : Epoch 1948 | loss: 0.0311041 | val_loss: 0.0311883 | Time: 3516.21 ms [2022-03-09 05:37:03 main:574] : INFO : Epoch 1949 | loss: 0.0310963 | val_loss: 0.0311905 | Time: 2718.93 ms [2022-03-09 05:37:06 main:574] : INFO : Epoch 1950 | loss: 0.0310945 | val_loss: 0.0312089 | Time: 2970.32 ms [2022-03-09 05:37:09 main:574] : INFO : Epoch 1951 | loss: 0.0310936 | val_loss: 0.0312002 | Time: 3076.35 ms [2022-03-09 05:37:12 main:574] : INFO : Epoch 1952 | loss: 0.031094 | val_loss: 0.0312109 | Time: 2934.36 ms [2022-03-09 05:37:15 main:574] : INFO : Epoch 1953 | loss: 0.0310846 | val_loss: 0.0312254 | Time: 3044.58 ms [2022-03-09 05:37:18 main:574] : INFO : Epoch 1954 | loss: 0.0310907 | val_loss: 0.0312041 | Time: 3133.98 ms [2022-03-09 05:37:21 main:574] : INFO : Epoch 1955 | loss: 0.0310912 | val_loss: 0.0311965 | Time: 3131.27 ms [2022-03-09 05:37:24 main:574] : INFO : Epoch 1956 | loss: 0.0310879 | val_loss: 0.0312145 | Time: 2633.3 ms [2022-03-09 05:37:27 main:574] : INFO : Epoch 1957 | loss: 0.03109 | val_loss: 0.0311984 | Time: 2769.9 ms [2022-03-09 05:37:30 main:574] : INFO : Epoch 1958 | loss: 0.0310883 | val_loss: 0.0312081 | Time: 2774.02 ms [2022-03-09 05:37:32 main:574] : INFO : Epoch 1959 | loss: 0.0310949 | val_loss: 0.0311863 | Time: 2756.46 ms [2022-03-09 05:37:35 main:574] : INFO : Epoch 1960 | loss: 0.0310915 | val_loss: 0.031182 | Time: 2416.08 ms [2022-03-09 05:37:37 main:574] : INFO : Epoch 1961 | loss: 0.0310883 | val_loss: 0.0312038 | Time: 2422.6 ms [2022-03-09 05:37:40 main:574] : INFO : Epoch 1962 | loss: 0.031085 | val_loss: 0.031212 | Time: 2534.72 ms [2022-03-09 05:37:42 main:574] : INFO : Epoch 1963 | loss: 0.0310883 | val_loss: 0.0311988 | Time: 2578.86 ms [2022-03-09 05:37:45 main:574] : INFO : Epoch 1964 | loss: 0.0310861 | val_loss: 0.031208 | Time: 2608.58 ms [2022-03-09 05:37:48 main:574] : INFO : Epoch 1965 | loss: 0.0310936 | val_loss: 0.0311915 | Time: 2849.87 ms [2022-03-09 05:37:50 main:574] : INFO : Epoch 1966 | loss: 0.0311077 | val_loss: 0.031195 | Time: 2605.01 ms [2022-03-09 05:37:53 main:574] : INFO : Epoch 1967 | loss: 0.031103 | val_loss: 0.0311922 | Time: 2449.59 ms [2022-03-09 05:37:56 main:574] : INFO : Epoch 1968 | loss: 0.031095 | val_loss: 0.0312122 | Time: 3084.51 ms [2022-03-09 05:37:59 main:574] : INFO : Epoch 1969 | loss: 0.0310916 | val_loss: 0.031209 | Time: 2650.76 ms [2022-03-09 05:38:01 main:574] : INFO : Epoch 1970 | loss: 0.0310884 | val_loss: 0.0312093 | Time: 2465.77 ms [2022-03-09 05:38:04 main:574] : INFO : Epoch 1971 | loss: 0.0310934 | val_loss: 0.0311863 | Time: 2455.61 ms [2022-03-09 05:38:06 main:574] : INFO : Epoch 1972 | loss: 0.0310923 | val_loss: 0.0311895 | Time: 2440.3 ms [2022-03-09 05:38:09 main:574] : INFO : Epoch 1973 | loss: 0.0310905 | val_loss: 0.03118 | Time: 2409.92 ms [2022-03-09 05:38:11 main:574] : INFO : Epoch 1974 | loss: 0.0311127 | val_loss: 0.0312139 | Time: 2417.1 ms [2022-03-09 05:38:14 main:574] : INFO : Epoch 1975 | loss: 0.031106 | val_loss: 0.0311946 | Time: 2450.08 ms [2022-03-09 05:38:16 main:574] : INFO : Epoch 1976 | loss: 0.0311024 | val_loss: 0.0311904 | Time: 2482.72 ms [2022-03-09 05:38:19 main:574] : INFO : Epoch 1977 | loss: 0.0310991 | val_loss: 0.0312025 | Time: 3090.53 ms [2022-03-09 05:38:22 main:574] : INFO : Epoch 1978 | loss: 0.0311057 | val_loss: 0.0311958 | Time: 2508.72 ms [2022-03-09 05:38:24 main:574] : INFO : Epoch 1979 | loss: 0.0310984 | val_loss: 0.0311963 | Time: 2654.59 ms [2022-03-09 05:38:27 main:574] : INFO : Epoch 1980 | loss: 0.0310938 | val_loss: 0.0311994 | Time: 3039.01 ms [2022-03-09 05:38:30 main:574] : INFO : Epoch 1981 | loss: 0.0310901 | val_loss: 0.0312027 | Time: 2585.25 ms [2022-03-09 05:38:33 main:574] : INFO : Epoch 1982 | loss: 0.0310911 | val_loss: 0.0312064 | Time: 2686 ms [2022-03-09 05:38:35 main:574] : INFO : Epoch 1983 | loss: 0.0310877 | val_loss: 0.0311991 | Time: 2614.27 ms [2022-03-09 05:38:38 main:574] : INFO : Epoch 1984 | loss: 0.031097 | val_loss: 0.0311938 | Time: 2590.19 ms [2022-03-09 05:38:40 main:574] : INFO : Epoch 1985 | loss: 0.0311025 | val_loss: 0.0312126 | Time: 2419.96 ms [2022-03-09 05:38:43 main:574] : INFO : Epoch 1986 | loss: 0.0310971 | val_loss: 0.031193 | Time: 2606.46 ms [2022-03-09 05:38:46 main:574] : INFO : Epoch 1987 | loss: 0.0310962 | val_loss: 0.0312009 | Time: 2708.8 ms [2022-03-09 05:38:48 main:574] : INFO : Epoch 1988 | loss: 0.0310913 | val_loss: 0.0312042 | Time: 2622.87 ms [2022-03-09 05:38:51 main:574] : INFO : Epoch 1989 | loss: 0.0310932 | val_loss: 0.0311879 | Time: 2481.61 ms [2022-03-09 05:38:54 main:574] : INFO : Epoch 1990 | loss: 0.0310886 | val_loss: 0.0311945 | Time: 2635.36 ms [2022-03-09 05:38:56 main:574] : INFO : Epoch 1991 | loss: 0.0310905 | val_loss: 0.0312115 | Time: 2545.8 ms [2022-03-09 05:38:59 main:574] : INFO : Epoch 1992 | loss: 0.031131 | val_loss: 0.031179 | Time: 2423.49 ms [2022-03-09 05:39:01 main:574] : INFO : Epoch 1993 | loss: 0.0311514 | val_loss: 0.0311802 | Time: 2447.08 ms [2022-03-09 05:39:04 main:574] : INFO : Epoch 1994 | loss: 0.031137 | val_loss: 0.0311718 | Time: 2486.36 ms [2022-03-09 05:39:06 main:574] : INFO : Epoch 1995 | loss: 0.031124 | val_loss: 0.0311855 | Time: 2384.95 ms [2022-03-09 05:39:08 main:574] : INFO : Epoch 1996 | loss: 0.0311086 | val_loss: 0.0311949 | Time: 2389.53 ms [2022-03-09 05:39:11 main:574] : INFO : Epoch 1997 | loss: 0.0310973 | val_loss: 0.0311992 | Time: 2489.09 ms [2022-03-09 05:39:13 main:574] : INFO : Epoch 1998 | loss: 0.0310925 | val_loss: 0.0311948 | Time: 2505.66 ms [2022-03-09 05:39:17 main:574] : INFO : Epoch 1999 | loss: 0.0310861 | val_loss: 0.0312057 | Time: 3520.26 ms [2022-03-09 05:39:20 main:574] : INFO : Epoch 2000 | loss: 0.031092 | val_loss: 0.0312299 | Time: 3452.46 ms [2022-03-09 05:39:24 main:574] : INFO : Epoch 2001 | loss: 0.031096 | val_loss: 0.0311963 | Time: 3150.54 ms [2022-03-09 05:39:27 main:574] : INFO : Epoch 2002 | loss: 0.0310955 | val_loss: 0.0312236 | Time: 2905.55 ms [2022-03-09 05:39:29 main:574] : INFO : Epoch 2003 | loss: 0.0310978 | val_loss: 0.0312174 | Time: 2709.88 ms [2022-03-09 05:39:32 main:574] : INFO : Epoch 2004 | loss: 0.0310984 | val_loss: 0.0312031 | Time: 2848.59 ms [2022-03-09 05:39:35 main:574] : INFO : Epoch 2005 | loss: 0.0310928 | val_loss: 0.0312033 | Time: 3113.62 ms [2022-03-09 05:39:38 main:574] : INFO : Epoch 2006 | loss: 0.0310901 | val_loss: 0.0311972 | Time: 3030.93 ms [2022-03-09 05:39:41 main:574] : INFO : Epoch 2007 | loss: 0.0310921 | val_loss: 0.0311892 | Time: 2989.71 ms [2022-03-09 05:39:44 main:574] : INFO : Epoch 2008 | loss: 0.0310901 | val_loss: 0.0312061 | Time: 2887.38 ms [2022-03-09 05:39:47 main:574] : INFO : Epoch 2009 | loss: 0.0310933 | val_loss: 0.0312072 | Time: 3014.32 ms [2022-03-09 05:39:51 main:574] : INFO : Epoch 2010 | loss: 0.0310888 | val_loss: 0.0311932 | Time: 3247.52 ms [2022-03-09 05:39:54 main:574] : INFO : Epoch 2011 | loss: 0.0310844 | val_loss: 0.0312012 | Time: 3137.27 ms [2022-03-09 05:39:57 main:574] : INFO : Epoch 2012 | loss: 0.0310891 | val_loss: 0.0312302 | Time: 2762.62 ms [2022-03-09 05:39:59 main:574] : INFO : Epoch 2013 | loss: 0.0310922 | val_loss: 0.0311984 | Time: 2646.31 ms [2022-03-09 05:40:02 main:574] : INFO : Epoch 2014 | loss: 0.0310898 | val_loss: 0.0312061 | Time: 2940.23 ms [2022-03-09 05:40:05 main:574] : INFO : Epoch 2015 | loss: 0.0310845 | val_loss: 0.0312301 | Time: 3093.94 ms [2022-03-09 05:40:08 main:574] : INFO : Epoch 2016 | loss: 0.0310936 | val_loss: 0.0311977 | Time: 3045.03 ms [2022-03-09 05:40:11 main:574] : INFO : Epoch 2017 | loss: 0.0310972 | val_loss: 0.0311853 | Time: 2623.87 ms [2022-03-09 05:40:14 main:574] : INFO : Epoch 2018 | loss: 0.0310888 | val_loss: 0.031239 | Time: 2586.63 ms [2022-03-09 05:40:17 main:574] : INFO : Epoch 2019 | loss: 0.0310888 | val_loss: 0.0311995 | Time: 2915.5 ms [2022-03-09 05:40:20 main:574] : INFO : Epoch 2020 | loss: 0.0310924 | val_loss: 0.031196 | Time: 3519.1 ms [2022-03-09 05:40:24 main:574] : INFO : Epoch 2021 | loss: 0.0310965 | val_loss: 0.0312346 | Time: 3352.35 ms [2022-03-09 05:40:27 main:574] : INFO : Epoch 2022 | loss: 0.0310933 | val_loss: 0.0311958 | Time: 3251.99 ms [2022-03-09 05:40:30 main:574] : INFO : Epoch 2023 | loss: 0.0310906 | val_loss: 0.0312151 | Time: 3454.14 ms [2022-03-09 05:40:34 main:574] : INFO : Epoch 2024 | loss: 0.0311043 | val_loss: 0.0311834 | Time: 3588.35 ms [2022-03-09 05:40:37 main:574] : INFO : Epoch 2025 | loss: 0.0310962 | val_loss: 0.0312115 | Time: 3083.57 ms [2022-03-09 05:40:41 main:574] : INFO : Epoch 2026 | loss: 0.0310913 | val_loss: 0.0311916 | Time: 3353.43 ms [2022-03-09 05:40:44 main:574] : INFO : Epoch 2027 | loss: 0.0310912 | val_loss: 0.0311931 | Time: 3001.06 ms [2022-03-09 05:40:46 main:574] : INFO : Epoch 2028 | loss: 0.0310904 | val_loss: 0.0312291 | Time: 2720.52 ms [2022-03-09 05:40:49 main:574] : INFO : Epoch 2029 | loss: 0.0310824 | val_loss: 0.0312243 | Time: 2987.51 ms [2022-03-09 05:40:52 main:574] : INFO : Epoch 2030 | loss: 0.0310868 | val_loss: 0.0312148 | Time: 2687.33 ms [2022-03-09 05:40:55 main:574] : INFO : Epoch 2031 | loss: 0.0310887 | val_loss: 0.0311941 | Time: 2741.11 ms [2022-03-09 05:40:58 main:574] : INFO : Epoch 2032 | loss: 0.0310919 | val_loss: 0.0312058 | Time: 3179.43 ms [2022-03-09 05:41:02 main:574] : INFO : Epoch 2033 | loss: 0.0310957 | val_loss: 0.0311931 | Time: 3693.69 ms [2022-03-09 05:41:05 main:574] : INFO : Epoch 2034 | loss: 0.031092 | val_loss: 0.0311901 | Time: 3048.23 ms [2022-03-09 05:41:08 main:574] : INFO : Epoch 2035 | loss: 0.0310906 | val_loss: 0.0312269 | Time: 3335.54 ms [2022-03-09 05:41:11 main:574] : INFO : Epoch 2036 | loss: 0.0310897 | val_loss: 0.0312119 | Time: 3020.24 ms [2022-03-09 05:41:14 main:574] : INFO : Epoch 2037 | loss: 0.0310898 | val_loss: 0.0311927 | Time: 2818.27 ms [2022-03-09 05:41:18 main:574] : INFO : Epoch 2038 | loss: 0.0310826 | val_loss: 0.0311965 | Time: 4175.58 ms [2022-03-09 05:41:22 main:574] : INFO : Epoch 2039 | loss: 0.0310839 | val_loss: 0.0312023 | Time: 3326.11 ms [2022-03-09 05:41:26 main:574] : INFO : Epoch 2040 | loss: 0.0310838 | val_loss: 0.0312061 | Time: 4686.39 ms [2022-03-09 05:41:30 main:574] : INFO : Epoch 2041 | loss: 0.0310863 | val_loss: 0.0312089 | Time: 3062.41 ms [2022-03-09 05:41:33 main:574] : INFO : Epoch 2042 | loss: 0.0310812 | val_loss: 0.0312129 | Time: 3015.98 ms [2022-03-09 05:41:35 main:574] : INFO : Epoch 2043 | loss: 0.0310847 | val_loss: 0.0312223 | Time: 2426.64 ms [2022-03-09 05:41:37 main:574] : INFO : Epoch 2044 | loss: 0.0310792 | val_loss: 0.0312105 | Time: 2174.87 ms [2022-03-09 05:41:40 main:574] : INFO : Epoch 2045 | loss: 0.0310824 | val_loss: 0.0312115 | Time: 2172.59 ms [2022-03-09 05:41:42 main:574] : INFO : Epoch 2046 | loss: 0.0310989 | val_loss: 0.0311957 | Time: 2517.02 ms [2022-03-09 05:41:44 main:574] : INFO : Epoch 2047 | loss: 0.0310854 | val_loss: 0.0312009 | Time: 2378.28 ms [2022-03-09 05:41:47 main:574] : INFO : Epoch 2048 | loss: 0.0310873 | val_loss: 0.0311925 | Time: 2169.29 ms [2022-03-09 05:41:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311925 [2022-03-09 05:41:47 main:603] : INFO : Saving end state to config to file [2022-03-09 05:41:47 main:608] : INFO : Success, exiting.. 05:41:47 (27832): 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)