Task 3748832
| Name | ParityModified-1609263621-31190-3_1 |
| Workunit | 1904894 |
| Created | 21 Jan 2021, 9:27:03 UTC |
| Sent | 21 Jan 2021, 9:54:57 UTC |
| Report deadline | 28 Jan 2021, 9:54:57 UTC |
| Received | 21 Jan 2021, 16:27:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 1 hours 32 min 46 sec |
| CPU time | 1 hours 16 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311625 | val_loss: 0.0311802 | Time: 2625.31 ms [2021-01-21 07:04:39 main:574] : INFO : Epoch 1543 | loss: 0.0311635 | val_loss: 0.0311778 | Time: 2655.49 ms [2021-01-21 07:04:42 main:574] : INFO : Epoch 1544 | loss: 0.0311632 | val_loss: 0.0311794 | Time: 2623.51 ms [2021-01-21 07:04:44 main:574] : INFO : Epoch 1545 | loss: 0.031164 | val_loss: 0.0311806 | Time: 2630.24 ms [2021-01-21 07:04:47 main:574] : INFO : Epoch 1546 | loss: 0.0311622 | val_loss: 0.0311779 | Time: 2515.43 ms [2021-01-21 07:04:50 main:574] : INFO : Epoch 1547 | loss: 0.0311617 | val_loss: 0.03118 | Time: 2610.02 ms [2021-01-21 07:04:52 main:574] : INFO : Epoch 1548 | loss: 0.0311617 | val_loss: 0.03118 | Time: 2741.41 ms [2021-01-21 07:04:55 main:574] : INFO : Epoch 1549 | loss: 0.0311614 | val_loss: 0.031178 | Time: 2632.59 ms [2021-01-21 07:04:58 main:574] : INFO : Epoch 1550 | loss: 0.0311611 | val_loss: 0.0311799 | Time: 2568.34 ms [2021-01-21 07:05:00 main:574] : INFO : Epoch 1551 | loss: 0.0311611 | val_loss: 0.0311783 | Time: 2765.19 ms [2021-01-21 07:05:03 main:574] : INFO : Epoch 1552 | loss: 0.0311631 | val_loss: 0.0311786 | Time: 2541.03 ms [2021-01-21 07:05:06 main:574] : INFO : Epoch 1553 | loss: 0.031163 | val_loss: 0.031178 | Time: 2533.19 ms [2021-01-21 07:05:08 main:574] : INFO : Epoch 1554 | loss: 0.0311624 | val_loss: 0.0311787 | Time: 2573.08 ms [2021-01-21 07:05:11 main:574] : INFO : Epoch 1555 | loss: 0.0311627 | val_loss: 0.0311807 | Time: 2633.12 ms [2021-01-21 07:05:14 main:574] : INFO : Epoch 1556 | loss: 0.0311631 | val_loss: 0.0311777 | Time: 2664.47 ms [2021-01-21 07:05:16 main:574] : INFO : Epoch 1557 | loss: 0.0311618 | val_loss: 0.0311786 | Time: 2609.04 ms [2021-01-21 07:05:19 main:574] : INFO : Epoch 1558 | loss: 0.031162 | val_loss: 0.0311782 | Time: 2564.01 ms [2021-01-21 07:05:22 main:574] : INFO : Epoch 1559 | loss: 0.0311627 | val_loss: 0.0311791 | Time: 2672.21 ms [2021-01-21 07:05:24 main:574] : INFO : Epoch 1560 | loss: 0.0311623 | val_loss: 0.0311819 | Time: 2633.31 ms [2021-01-21 07:05:27 main:574] : INFO : Epoch 1561 | loss: 0.0311636 | val_loss: 0.031181 | Time: 2700.49 ms [2021-01-21 07:05:30 main:574] : INFO : Epoch 1562 | loss: 0.0311638 | val_loss: 0.0311807 | Time: 2621.62 ms [2021-01-21 07:05:33 main:574] : INFO : Epoch 1563 | loss: 0.0311636 | val_loss: 0.0311802 | Time: 2674.04 ms [2021-01-21 07:05:36 main:574] : INFO : Epoch 1564 | loss: 0.0311635 | val_loss: 0.0311858 | Time: 2672.72 ms [2021-01-21 07:05:38 main:574] : INFO : Epoch 1565 | loss: 0.0311623 | val_loss: 0.0311777 | Time: 2589.03 ms [2021-01-21 07:05:41 main:574] : INFO : Epoch 1566 | loss: 0.0311623 | val_loss: 0.0311809 | Time: 2670.02 ms [2021-01-21 07:05:44 main:574] : INFO : Epoch 1567 | loss: 0.0311644 | val_loss: 0.0311839 | Time: 2604.18 ms [2021-01-21 07:05:46 main:574] : INFO : Epoch 1568 | loss: 0.0311638 | val_loss: 0.0311794 | Time: 2555.31 ms [2021-01-21 07:05:49 main:574] : INFO : Epoch 1569 | loss: 0.0311623 | val_loss: 0.031182 | Time: 2578.83 ms [2021-01-21 07:05:52 main:574] : INFO : Epoch 1570 | loss: 0.0311639 | val_loss: 0.0311797 | Time: 2619.35 ms [2021-01-21 07:05:54 main:574] : INFO : Epoch 1571 | loss: 0.0311627 | val_loss: 0.0311813 | Time: 2618.71 ms [2021-01-21 07:05:57 main:574] : INFO : Epoch 1572 | loss: 0.0311646 | val_loss: 0.0311803 | Time: 2587.79 ms [2021-01-21 07:06:00 main:574] : INFO : Epoch 1573 | loss: 0.0311626 | val_loss: 0.0311818 | Time: 2660.12 ms [2021-01-21 07:06:03 main:574] : INFO : Epoch 1574 | loss: 0.0311643 | val_loss: 0.0311792 | Time: 2743.06 ms [2021-01-21 07:06:05 main:574] : INFO : Epoch 1575 | loss: 0.0311608 | val_loss: 0.0311793 | Time: 2687.9 ms [2021-01-21 07:06:08 main:574] : INFO : Epoch 1576 | loss: 0.031161 | val_loss: 0.0311778 | Time: 2711.02 ms [2021-01-21 07:06:11 main:574] : INFO : Epoch 1577 | loss: 0.0311622 | val_loss: 0.0311787 | Time: 2546.08 ms [2021-01-21 07:06:13 main:574] : INFO : Epoch 1578 | loss: 0.0311643 | val_loss: 0.0311799 | Time: 2623.81 ms [2021-01-21 07:06:16 main:574] : INFO : Epoch 1579 | loss: 0.0311624 | val_loss: 0.0311798 | Time: 2757.13 ms [2021-01-21 07:06:19 main:574] : INFO : Epoch 1580 | loss: 0.0311617 | val_loss: 0.0311791 | Time: 2469.7 ms [2021-01-21 07:06:21 main:574] : INFO : Epoch 1581 | loss: 0.0311625 | val_loss: 0.0311789 | Time: 2527.36 ms [2021-01-21 07:06:24 main:574] : INFO : Epoch 1582 | loss: 0.031162 | val_loss: 0.0311801 | Time: 2718.87 ms [2021-01-21 07:06:27 main:574] : INFO : Epoch 1583 | loss: 0.0311617 | val_loss: 0.031179 | Time: 2518.8 ms [2021-01-21 07:06:29 main:574] : INFO : Epoch 1584 | loss: 0.0311646 | val_loss: 0.0311842 | Time: 2585.7 ms [2021-01-21 07:06:32 main:574] : INFO : Epoch 1585 | loss: 0.0311675 | val_loss: 0.0311817 | Time: 2614.02 ms [2021-01-21 07:06:35 main:574] : INFO : Epoch 1586 | loss: 0.0311617 | val_loss: 0.0311802 | Time: 2649.73 ms [2021-01-21 07:06:38 main:574] : INFO : Epoch 1587 | loss: 0.0311617 | val_loss: 0.0311787 | Time: 2754.58 ms [2021-01-21 07:06:40 main:574] : INFO : Epoch 1588 | loss: 0.0311627 | val_loss: 0.0311789 | Time: 2660.01 ms [2021-01-21 07:06:43 main:574] : INFO : Epoch 1589 | loss: 0.0311658 | val_loss: 0.0311845 | Time: 2622.17 ms [2021-01-21 07:06:46 main:574] : INFO : Epoch 1590 | loss: 0.0311649 | val_loss: 0.0311813 | Time: 2654.83 ms [2021-01-21 07:06:48 main:574] : INFO : Epoch 1591 | loss: 0.0311623 | val_loss: 0.0311787 | Time: 2615.5 ms [2021-01-21 07:06:51 main:574] : INFO : Epoch 1592 | loss: 0.0311614 | val_loss: 0.0311793 | Time: 2548.49 ms [2021-01-21 07:06:54 main:574] : INFO : Epoch 1593 | loss: 0.0311619 | val_loss: 0.0311793 | Time: 2644.78 ms [2021-01-21 07:06:56 main:574] : INFO : Epoch 1594 | loss: 0.0311636 | val_loss: 0.0311796 | Time: 2566.64 ms [2021-01-21 07:06:59 main:574] : INFO : Epoch 1595 | loss: 0.0311635 | val_loss: 0.0311784 | Time: 2651.16 ms [2021-01-21 07:07:02 main:574] : INFO : Epoch 1596 | loss: 0.031162 | val_loss: 0.0311788 | Time: 2622.59 ms [2021-01-21 07:07:05 main:574] : INFO : Epoch 1597 | loss: 0.0311608 | val_loss: 0.031178 | Time: 2653.3 ms [2021-01-21 07:07:07 main:574] : INFO : Epoch 1598 | loss: 0.0311608 | val_loss: 0.0311784 | Time: 2675.64 ms [2021-01-21 07:07:10 main:574] : INFO : Epoch 1599 | loss: 0.0311608 | val_loss: 0.0311788 | Time: 2678.96 ms [2021-01-21 07:07:13 main:574] : INFO : Epoch 1600 | loss: 0.0311619 | val_loss: 0.031181 | Time: 2635.32 ms [2021-01-21 07:07:15 main:574] : INFO : Epoch 1601 | loss: 0.0311631 | val_loss: 0.0311801 | Time: 2552.2 ms [2021-01-21 07:07:18 main:574] : INFO : Epoch 1602 | loss: 0.031162 | val_loss: 0.0311808 | Time: 2673.85 ms [2021-01-21 07:07:21 main:574] : INFO : Epoch 1603 | loss: 0.0311614 | val_loss: 0.031179 | Time: 2605.01 ms [2021-01-21 07:07:23 main:574] : INFO : Epoch 1604 | loss: 0.0311613 | val_loss: 0.0311795 | Time: 2633 ms [2021-01-21 07:07:26 main:574] : INFO : Epoch 1605 | loss: 0.0311619 | val_loss: 0.0311776 | Time: 2658.69 ms [2021-01-21 07:07:29 main:574] : INFO : Epoch 1606 | loss: 0.0311614 | val_loss: 0.0311788 | Time: 2743.56 ms [2021-01-21 07:07:32 main:574] : INFO : Epoch 1607 | loss: 0.0311607 | val_loss: 0.0311782 | Time: 2730.42 ms [2021-01-21 07:07:35 main:574] : INFO : Epoch 1608 | loss: 0.0311613 | val_loss: 0.0311795 | Time: 2686.45 ms [2021-01-21 07:07:37 main:574] : INFO : Epoch 1609 | loss: 0.0311615 | val_loss: 0.0311796 | Time: 2603.83 ms [2021-01-21 07:07:40 main:574] : INFO : Epoch 1610 | loss: 0.0311629 | val_loss: 0.0311837 | Time: 2561.73 ms [2021-01-21 07:07:43 main:574] : INFO : Epoch 1611 | loss: 0.0311669 | val_loss: 0.0311812 | Time: 2760.1 ms [2021-01-21 07:07:45 main:574] : INFO : Epoch 1612 | loss: 0.0311629 | val_loss: 0.0311791 | Time: 2630.45 ms [2021-01-21 07:07:48 main:574] : INFO : Epoch 1613 | loss: 0.0311634 | val_loss: 0.0311782 | Time: 2626.91 ms [2021-01-21 07:07:51 main:574] : INFO : Epoch 1614 | loss: 0.031163 | val_loss: 0.0311799 | Time: 2617.04 ms [2021-01-21 07:07:53 main:574] : INFO : Epoch 1615 | loss: 0.0311625 | val_loss: 0.0311779 | Time: 2645.18 ms [2021-01-21 07:07:56 main:574] : INFO : Epoch 1616 | loss: 0.0311622 | val_loss: 0.0311867 | Time: 2654.35 ms [2021-01-21 07:07:59 main:574] : INFO : Epoch 1617 | loss: 0.0311643 | val_loss: 0.0311784 | Time: 2597.11 ms [2021-01-21 07:08:02 main:574] : INFO : Epoch 1618 | loss: 0.0311617 | val_loss: 0.0311798 | Time: 2604.24 ms [2021-01-21 07:08:04 main:574] : INFO : Epoch 1619 | loss: 0.0311621 | val_loss: 0.0311782 | Time: 2636.16 ms [2021-01-21 07:08:07 main:574] : INFO : Epoch 1620 | loss: 0.0311661 | val_loss: 0.0311845 | Time: 2668.06 ms [2021-01-21 07:08:10 main:574] : INFO : Epoch 1621 | loss: 0.0311629 | val_loss: 0.0311787 | Time: 2687.24 ms [2021-01-21 07:08:12 main:574] : INFO : Epoch 1622 | loss: 0.0311648 | val_loss: 0.0311851 | Time: 2719.2 ms [2021-01-21 07:08:15 main:574] : INFO : Epoch 1623 | loss: 0.0311661 | val_loss: 0.0311841 | Time: 2557.73 ms [2021-01-21 07:08:18 main:574] : INFO : Epoch 1624 | loss: 0.0311662 | val_loss: 0.031179 | Time: 2645.49 ms [2021-01-21 07:08:20 main:574] : INFO : Epoch 1625 | loss: 0.0311624 | val_loss: 0.0311785 | Time: 2520.61 ms [2021-01-21 07:08:23 main:574] : INFO : Epoch 1626 | loss: 0.0311627 | val_loss: 0.0311816 | Time: 2634.92 ms [2021-01-21 07:08:26 main:574] : INFO : Epoch 1627 | loss: 0.031166 | val_loss: 0.0311797 | Time: 2651.17 ms [2021-01-21 07:08:29 main:574] : INFO : Epoch 1628 | loss: 0.0311624 | val_loss: 0.0311802 | Time: 2599.07 ms [2021-01-21 07:08:31 main:574] : INFO : Epoch 1629 | loss: 0.0311627 | val_loss: 0.0311792 | Time: 2632.54 ms [2021-01-21 07:08:34 main:574] : INFO : Epoch 1630 | loss: 0.0311628 | val_loss: 0.0311799 | Time: 2634.98 ms [2021-01-21 07:08:37 main:574] : INFO : Epoch 1631 | loss: 0.0311633 | val_loss: 0.0311794 | Time: 2673.37 ms [2021-01-21 07:08:39 main:574] : INFO : Epoch 1632 | loss: 0.031161 | val_loss: 0.0311778 | Time: 2657.29 ms [2021-01-21 07:08:42 main:574] : INFO : Epoch 1633 | loss: 0.0311669 | val_loss: 0.0311878 | Time: 2559.99 ms [2021-01-21 07:08:45 main:574] : INFO : Epoch 1634 | loss: 0.031165 | val_loss: 0.0311793 | Time: 2620.27 ms [2021-01-21 07:08:48 main:574] : INFO : Epoch 1635 | loss: 0.0311622 | val_loss: 0.0311789 | Time: 2705.28 ms [2021-01-21 07:08:50 main:574] : INFO : Epoch 1636 | loss: 0.0311616 | val_loss: 0.0311782 | Time: 2732.69 ms [2021-01-21 07:08:53 main:574] : INFO : Epoch 1637 | loss: 0.031161 | val_loss: 0.0311784 | Time: 2680.31 ms [2021-01-21 07:08:56 main:574] : INFO : Epoch 1638 | loss: 0.0311614 | val_loss: 0.0311786 | Time: 2683.55 ms [2021-01-21 07:08:59 main:574] : INFO : Epoch 1639 | loss: 0.0311616 | val_loss: 0.031182 | Time: 2669.5 ms [2021-01-21 07:09:01 main:574] : INFO : Epoch 1640 | loss: 0.0311614 | val_loss: 0.0311781 | Time: 2621.74 ms [2021-01-21 07:09:04 main:574] : INFO : Epoch 1641 | loss: 0.0311633 | val_loss: 0.0311803 | Time: 2536.17 ms [2021-01-21 07:09:06 main:574] : INFO : Epoch 1642 | loss: 0.0311611 | val_loss: 0.0311809 | Time: 2621.97 ms [2021-01-21 07:09:09 main:574] : INFO : Epoch 1643 | loss: 0.0311642 | val_loss: 0.0311811 | Time: 2670.85 ms [2021-01-21 07:09:12 main:574] : INFO : Epoch 1644 | loss: 0.0311639 | val_loss: 0.0311836 | Time: 2671.55 ms [2021-01-21 07:09:15 main:574] : INFO : Epoch 1645 | loss: 0.0311617 | val_loss: 0.0311797 | Time: 2516.07 ms [2021-01-21 07:09:17 main:574] : INFO : Epoch 1646 | loss: 0.0311614 | val_loss: 0.0311781 | Time: 2485.12 ms [2021-01-21 07:09:20 main:574] : INFO : Epoch 1647 | loss: 0.0311622 | val_loss: 0.0311787 | Time: 2678.44 ms [2021-01-21 07:09:23 main:574] : INFO : Epoch 1648 | loss: 0.0311648 | val_loss: 0.0311811 | Time: 2534.52 ms [2021-01-21 07:09:25 main:574] : INFO : Epoch 1649 | loss: 0.0311631 | val_loss: 0.0311873 | Time: 2644.53 ms [2021-01-21 07:09:28 main:574] : INFO : Epoch 1650 | loss: 0.031165 | val_loss: 0.0311792 | Time: 2431.82 ms [2021-01-21 07:09:30 main:574] : INFO : Epoch 1651 | loss: 0.0311658 | val_loss: 0.0311805 | Time: 2368.16 ms [2021-01-21 07:09:33 main:574] : INFO : Epoch 1652 | loss: 0.0311672 | val_loss: 0.0311809 | Time: 2330.46 ms [2021-01-21 07:09:35 main:574] : INFO : Epoch 1653 | loss: 0.0311624 | val_loss: 0.0311837 | Time: 2327.45 ms [2021-01-21 07:09:37 main:574] : INFO : Epoch 1654 | loss: 0.031162 | val_loss: 0.0311783 | Time: 2340.43 ms [2021-01-21 07:09:40 main:574] : INFO : Epoch 1655 | loss: 0.0311649 | val_loss: 0.031183 | Time: 2379.5 ms [2021-01-21 07:09:42 main:574] : INFO : Epoch 1656 | loss: 0.0311661 | val_loss: 0.0311818 | Time: 2324.55 ms [2021-01-21 07:09:44 main:574] : INFO : Epoch 1657 | loss: 0.0311653 | val_loss: 0.0311833 | Time: 2312.67 ms [2021-01-21 07:09:47 main:574] : INFO : Epoch 1658 | loss: 0.0311673 | val_loss: 0.0311904 | Time: 2341.62 ms [2021-01-21 07:09:49 main:574] : INFO : Epoch 1659 | loss: 0.0311645 | val_loss: 0.0311897 | Time: 2344.64 ms [2021-01-21 07:09:51 main:574] : INFO : Epoch 1660 | loss: 0.0311638 | val_loss: 0.0311816 | Time: 2328.94 ms [2021-01-21 07:09:54 main:574] : INFO : Epoch 1661 | loss: 0.0311627 | val_loss: 0.0311789 | Time: 2340.84 ms [2021-01-21 07:09:57 main:574] : INFO : Epoch 1662 | loss: 0.0311617 | val_loss: 0.0311808 | Time: 2736.63 ms [2021-01-21 07:09:59 main:574] : INFO : Epoch 1663 | loss: 0.0311645 | val_loss: 0.0311808 | Time: 2638.45 ms [2021-01-21 07:10:02 main:574] : INFO : Epoch 1664 | loss: 0.0311621 | val_loss: 0.0311781 | Time: 2434.65 ms [2021-01-21 07:10:04 main:574] : INFO : Epoch 1665 | loss: 0.0311621 | val_loss: 0.0311801 | Time: 2485.77 ms [2021-01-21 07:10:07 main:574] : INFO : Epoch 1666 | loss: 0.0311634 | val_loss: 0.0311842 | Time: 2560.61 ms [2021-01-21 07:10:09 main:574] : INFO : Epoch 1667 | loss: 0.0311634 | val_loss: 0.0311794 | Time: 2496.76 ms [2021-01-21 07:10:12 main:574] : INFO : Epoch 1668 | loss: 0.0311621 | val_loss: 0.0311782 | Time: 2593.97 ms [2021-01-21 07:10:15 main:574] : INFO : Epoch 1669 | loss: 0.0311607 | val_loss: 0.0311807 | Time: 2461.86 ms [2021-01-21 07:10:17 main:574] : INFO : Epoch 1670 | loss: 0.0311634 | val_loss: 0.0311792 | Time: 2625.33 ms [2021-01-21 07:10:20 main:574] : INFO : Epoch 1671 | loss: 0.031163 | val_loss: 0.0311778 | Time: 2604.58 ms [2021-01-21 07:10:23 main:574] : INFO : Epoch 1672 | loss: 0.031162 | val_loss: 0.0311798 | Time: 2669.32 ms [2021-01-21 07:10:25 main:574] : INFO : Epoch 1673 | loss: 0.0311614 | val_loss: 0.0311776 | Time: 2657.8 ms [2021-01-21 07:10:28 main:574] : INFO : Epoch 1674 | loss: 0.0311626 | val_loss: 0.0311805 | Time: 2674.95 ms [2021-01-21 07:10:31 main:574] : INFO : Epoch 1675 | loss: 0.0311617 | val_loss: 0.0311808 | Time: 2654.07 ms [2021-01-21 07:10:34 main:574] : INFO : Epoch 1676 | loss: 0.0311607 | val_loss: 0.0311794 | Time: 2679.13 ms [2021-01-21 07:10:36 main:574] : INFO : Epoch 1677 | loss: 0.0311608 | val_loss: 0.0311796 | Time: 2510.06 ms [2021-01-21 07:10:39 main:574] : INFO : Epoch 1678 | loss: 0.0311613 | val_loss: 0.0311785 | Time: 2520.52 ms [2021-01-21 07:10:42 main:574] : INFO : Epoch 1679 | loss: 0.0311619 | val_loss: 0.0311783 | Time: 2570.04 ms [2021-01-21 07:10:44 main:574] : INFO : Epoch 1680 | loss: 0.0311632 | val_loss: 0.0311787 | Time: 2753.69 ms [2021-01-21 07:10:47 main:574] : INFO : Epoch 1681 | loss: 0.0311657 | val_loss: 0.0311815 | Time: 2616.46 ms [2021-01-21 07:10:50 main:574] : INFO : Epoch 1682 | loss: 0.0311615 | val_loss: 0.0311788 | Time: 2558.8 ms [2021-01-21 07:10:52 main:574] : INFO : Epoch 1683 | loss: 0.0311633 | val_loss: 0.031179 | Time: 2646.37 ms [2021-01-21 07:10:55 main:574] : INFO : Epoch 1684 | loss: 0.0311657 | val_loss: 0.0311808 | Time: 2587.42 ms [2021-01-21 07:10:58 main:574] : INFO : Epoch 1685 | loss: 0.0311626 | val_loss: 0.0311787 | Time: 2770.97 ms [2021-01-21 07:11:01 main:574] : INFO : Epoch 1686 | loss: 0.031165 | val_loss: 0.0311785 | Time: 2652.16 ms [2021-01-21 07:11:03 main:574] : INFO : Epoch 1687 | loss: 0.031164 | val_loss: 0.0311782 | Time: 2570.58 ms [2021-01-21 07:11:06 main:574] : INFO : Epoch 1688 | loss: 0.0311621 | val_loss: 0.0311783 | Time: 2604.4 ms [2021-01-21 07:11:09 main:574] : INFO : Epoch 1689 | loss: 0.0311642 | val_loss: 0.0311795 | Time: 2617.63 ms [2021-01-21 07:11:11 main:574] : INFO : Epoch 1690 | loss: 0.0311622 | val_loss: 0.0311784 | Time: 2643.89 ms [2021-01-21 07:11:14 main:574] : INFO : Epoch 1691 | loss: 0.0311616 | val_loss: 0.0311784 | Time: 2712.66 ms [2021-01-21 07:11:17 main:574] : INFO : Epoch 1692 | loss: 0.0311617 | val_loss: 0.0311782 | Time: 2719.33 ms [2021-01-21 07:11:20 main:574] : INFO : Epoch 1693 | loss: 0.0311625 | val_loss: 0.0311791 | Time: 2747.55 ms [2021-01-21 07:11:22 main:574] : INFO : Epoch 1694 | loss: 0.0311627 | val_loss: 0.0311796 | Time: 2586.17 ms [2021-01-21 07:11:25 main:574] : INFO : Epoch 1695 | loss: 0.031163 | val_loss: 0.0311862 | Time: 2582.47 ms [2021-01-21 07:11:28 main:574] : INFO : Epoch 1696 | loss: 0.0311626 | val_loss: 0.0311777 | Time: 2641.18 ms [2021-01-21 07:11:30 main:574] : INFO : Epoch 1697 | loss: 0.0311632 | val_loss: 0.0311786 | Time: 2678.35 ms [2021-01-21 07:11:33 main:574] : INFO : Epoch 1698 | loss: 0.0311642 | val_loss: 0.0311796 | Time: 2617.1 ms [2021-01-21 07:11:36 main:574] : INFO : Epoch 1699 | loss: 0.0311622 | val_loss: 0.0311808 | Time: 2613.8 ms [2021-01-21 07:11:38 main:574] : INFO : Epoch 1700 | loss: 0.0311613 | val_loss: 0.0311774 | Time: 2589.49 ms [2021-01-21 07:11:41 main:574] : INFO : Epoch 1701 | loss: 0.031163 | val_loss: 0.0311797 | Time: 2716.64 ms [2021-01-21 07:11:44 main:574] : INFO : Epoch 1702 | loss: 0.0311649 | val_loss: 0.0311777 | Time: 2555.94 ms [2021-01-21 07:11:46 main:574] : INFO : Epoch 1703 | loss: 0.0311713 | val_loss: 0.0311823 | Time: 2494.44 ms [2021-01-21 07:11:49 main:574] : INFO : Epoch 1704 | loss: 0.0311672 | val_loss: 0.0311777 | Time: 2556.37 ms [2021-01-21 07:11:52 main:574] : INFO : Epoch 1705 | loss: 0.0311615 | val_loss: 0.0311777 | Time: 2685.68 ms [2021-01-21 07:11:54 main:574] : INFO : Epoch 1706 | loss: 0.031164 | val_loss: 0.0311834 | Time: 2602.9 ms [2021-01-21 07:11:57 main:574] : INFO : Epoch 1707 | loss: 0.0311643 | val_loss: 0.0311838 | Time: 2653.02 ms [2021-01-21 07:12:00 main:574] : INFO : Epoch 1708 | loss: 0.0311643 | val_loss: 0.0311789 | Time: 2647.63 ms [2021-01-21 07:12:03 main:574] : INFO : Epoch 1709 | loss: 0.0311638 | val_loss: 0.0311853 | Time: 2694.05 ms [2021-01-21 07:12:05 main:574] : INFO : Epoch 1710 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 2684.01 ms [2021-01-21 07:12:08 main:574] : INFO : Epoch 1711 | loss: 0.0311641 | val_loss: 0.0311792 | Time: 2620.81 ms [2021-01-21 07:12:11 main:574] : INFO : Epoch 1712 | loss: 0.031162 | val_loss: 0.0311774 | Time: 2631.03 ms [2021-01-21 07:12:13 main:574] : INFO : Epoch 1713 | loss: 0.0311616 | val_loss: 0.0311821 | Time: 2609.36 ms [2021-01-21 07:12:16 main:574] : INFO : Epoch 1714 | loss: 0.0311647 | val_loss: 0.0311788 | Time: 2549.2 ms [2021-01-21 07:12:19 main:574] : INFO : Epoch 1715 | loss: 0.0311622 | val_loss: 0.0311806 | Time: 2736.68 ms [2021-01-21 07:12:21 main:574] : INFO : Epoch 1716 | loss: 0.0311653 | val_loss: 0.0311824 | Time: 2575.91 ms [2021-01-21 07:12:24 main:574] : INFO : Epoch 1717 | loss: 0.0311648 | val_loss: 0.0311958 | Time: 2723.22 ms [2021-01-21 07:12:27 main:574] : INFO : Epoch 1718 | loss: 0.0311666 | val_loss: 0.0311788 | Time: 2611.71 ms [2021-01-21 07:12:30 main:574] : INFO : Epoch 1719 | loss: 0.0311655 | val_loss: 0.0311774 | Time: 2681.57 ms [2021-01-21 07:12:32 main:574] : INFO : Epoch 1720 | loss: 0.0311634 | val_loss: 0.0311858 | Time: 2634.57 ms [2021-01-21 07:12:35 main:574] : INFO : Epoch 1721 | loss: 0.0311629 | val_loss: 0.0311785 | Time: 2567.05 ms [2021-01-21 07:12:37 main:574] : INFO : Epoch 1722 | loss: 0.0311618 | val_loss: 0.0311806 | Time: 2596.56 ms [2021-01-21 07:12:40 main:574] : INFO : Epoch 1723 | loss: 0.0311612 | val_loss: 0.0311778 | Time: 2603.42 ms [2021-01-21 07:12:43 main:574] : INFO : Epoch 1724 | loss: 0.031163 | val_loss: 0.0311813 | Time: 2627.42 ms [2021-01-21 07:12:46 main:574] : INFO : Epoch 1725 | loss: 0.031165 | val_loss: 0.0311835 | Time: 2599.48 ms [2021-01-21 07:12:48 main:574] : INFO : Epoch 1726 | loss: 0.0311655 | val_loss: 0.0311791 | Time: 2639.23 ms [2021-01-21 07:12:51 main:574] : INFO : Epoch 1727 | loss: 0.0311622 | val_loss: 0.0311775 | Time: 2615.46 ms [2021-01-21 07:12:54 main:574] : INFO : Epoch 1728 | loss: 0.0311614 | val_loss: 0.0311777 | Time: 2583.28 ms [2021-01-21 07:12:56 main:574] : INFO : Epoch 1729 | loss: 0.0311626 | val_loss: 0.031188 | Time: 2656.6 ms [2021-01-21 07:12:59 main:574] : INFO : Epoch 1730 | loss: 0.0311651 | val_loss: 0.031188 | Time: 2640.05 ms [2021-01-21 07:13:02 main:574] : INFO : Epoch 1731 | loss: 0.0311635 | val_loss: 0.0311801 | Time: 2583.19 ms [2021-01-21 07:13:04 main:574] : INFO : Epoch 1732 | loss: 0.0311609 | val_loss: 0.0311794 | Time: 2555.29 ms [2021-01-21 07:13:07 main:574] : INFO : Epoch 1733 | loss: 0.0311637 | val_loss: 0.0311815 | Time: 2633.65 ms [2021-01-21 07:13:10 main:574] : INFO : Epoch 1734 | loss: 0.0311608 | val_loss: 0.0311836 | Time: 2676.98 ms [2021-01-21 07:13:13 main:574] : INFO : Epoch 1735 | loss: 0.0311637 | val_loss: 0.0311827 | Time: 2687.61 ms [2021-01-21 07:13:15 main:574] : INFO : Epoch 1736 | loss: 0.0311638 | val_loss: 0.0311821 | Time: 2641.01 ms [2021-01-21 07:13:18 main:574] : INFO : Epoch 1737 | loss: 0.0311635 | val_loss: 0.0311773 | Time: 2562.83 ms [2021-01-21 07:13:21 main:574] : INFO : Epoch 1738 | loss: 0.0311612 | val_loss: 0.0311776 | Time: 2637.5 ms [2021-01-21 07:13:24 main:574] : INFO : Epoch 1739 | loss: 0.031162 | val_loss: 0.0311783 | Time: 2529.65 ms [2021-01-21 07:13:26 main:574] : INFO : Epoch 1740 | loss: 0.031162 | val_loss: 0.0311778 | Time: 2593.39 ms [2021-01-21 07:13:29 main:574] : INFO : Epoch 1741 | loss: 0.0311633 | val_loss: 0.0311789 | Time: 2672.25 ms [2021-01-21 07:13:32 main:574] : INFO : Epoch 1742 | loss: 0.031163 | val_loss: 0.0311773 | Time: 2718.78 ms [2021-01-21 07:13:34 main:574] : INFO : Epoch 1743 | loss: 0.0311623 | val_loss: 0.0311785 | Time: 2613.26 ms [2021-01-21 07:13:37 main:574] : INFO : Epoch 1744 | loss: 0.0311619 | val_loss: 0.0311801 | Time: 2623.28 ms [2021-01-21 07:13:40 main:574] : INFO : Epoch 1745 | loss: 0.0311625 | val_loss: 0.0311829 | Time: 2580.25 ms [2021-01-21 07:13:42 main:574] : INFO : Epoch 1746 | loss: 0.0311615 | val_loss: 0.0311788 | Time: 2654.21 ms [2021-01-21 07:13:45 main:574] : INFO : Epoch 1747 | loss: 0.0311615 | val_loss: 0.0311797 | Time: 2670.4 ms [2021-01-21 07:13:48 main:574] : INFO : Epoch 1748 | loss: 0.0311613 | val_loss: 0.0311789 | Time: 2813.73 ms [2021-01-21 07:13:51 main:574] : INFO : Epoch 1749 | loss: 0.031162 | val_loss: 0.0312037 | Time: 2575.29 ms [2021-01-21 07:13:54 main:574] : INFO : Epoch 1750 | loss: 0.0311672 | val_loss: 0.0312002 | Time: 2650.44 ms [2021-01-21 07:13:56 main:574] : INFO : Epoch 1751 | loss: 0.0311732 | val_loss: 0.0311893 | Time: 2678.43 ms [2021-01-21 07:13:59 main:574] : INFO : Epoch 1752 | loss: 0.0311667 | val_loss: 0.0311897 | Time: 2583.67 ms [2021-01-21 07:14:02 main:574] : INFO : Epoch 1753 | loss: 0.0311626 | val_loss: 0.0311811 | Time: 2592.78 ms [2021-01-21 07:14:04 main:574] : INFO : Epoch 1754 | loss: 0.0311628 | val_loss: 0.0311858 | Time: 2690.21 ms [2021-01-21 07:14:07 main:574] : INFO : Epoch 1755 | loss: 0.0311649 | val_loss: 0.0311823 | Time: 2624.53 ms [2021-01-21 07:14:10 main:574] : INFO : Epoch 1756 | loss: 0.031162 | val_loss: 0.031183 | Time: 2759.15 ms [2021-01-21 07:14:13 main:574] : INFO : Epoch 1757 | loss: 0.031162 | val_loss: 0.0311801 | Time: 2598.13 ms [2021-01-21 07:14:15 main:574] : INFO : Epoch 1758 | loss: 0.0311623 | val_loss: 0.0311787 | Time: 2653.57 ms [2021-01-21 07:14:18 main:574] : INFO : Epoch 1759 | loss: 0.0311628 | val_loss: 0.0311836 | Time: 2632.31 ms [2021-01-21 07:14:21 main:574] : INFO : Epoch 1760 | loss: 0.0311655 | val_loss: 0.0311843 | Time: 2658.92 ms [2021-01-21 07:14:24 main:574] : INFO : Epoch 1761 | loss: 0.0311634 | val_loss: 0.0311784 | Time: 2568.79 ms [2021-01-21 07:14:26 main:574] : INFO : Epoch 1762 | loss: 0.031162 | val_loss: 0.0311842 | Time: 2554.81 ms [2021-01-21 07:14:29 main:574] : INFO : Epoch 1763 | loss: 0.0311624 | val_loss: 0.0311779 | Time: 2551.54 ms [2021-01-21 07:14:32 main:574] : INFO : Epoch 1764 | loss: 0.0311624 | val_loss: 0.0311781 | Time: 2741.09 ms [2021-01-21 07:14:34 main:574] : INFO : Epoch 1765 | loss: 0.0311613 | val_loss: 0.031181 | Time: 2545.21 ms [2021-01-21 07:14:37 main:574] : INFO : Epoch 1766 | loss: 0.0311643 | val_loss: 0.031181 | Time: 2684.51 ms [2021-01-21 07:14:40 main:574] : INFO : Epoch 1767 | loss: 0.0311684 | val_loss: 0.0311835 | Time: 2811.1 ms [2021-01-21 07:14:43 main:574] : INFO : Epoch 1768 | loss: 0.0311683 | val_loss: 0.031178 | Time: 2628.91 ms [2021-01-21 07:14:45 main:574] : INFO : Epoch 1769 | loss: 0.0311659 | val_loss: 0.0311781 | Time: 2695.4 ms [2021-01-21 07:14:48 main:574] : INFO : Epoch 1770 | loss: 0.0311629 | val_loss: 0.0311857 | Time: 2574.3 ms [2021-01-21 07:14:51 main:574] : INFO : Epoch 1771 | loss: 0.0311633 | val_loss: 0.0311773 | Time: 2612.99 ms [2021-01-21 07:14:53 main:574] : INFO : Epoch 1772 | loss: 0.031162 | val_loss: 0.0311796 | Time: 2628.95 ms [2021-01-21 07:14:56 main:574] : INFO : Epoch 1773 | loss: 0.0311646 | val_loss: 0.0311805 | Time: 2594.44 ms [2021-01-21 07:14:59 main:574] : INFO : Epoch 1774 | loss: 0.0311615 | val_loss: 0.0311789 | Time: 2661.24 ms [2021-01-21 07:15:02 main:574] : INFO : Epoch 1775 | loss: 0.0311612 | val_loss: 0.031179 | Time: 2698.81 ms [2021-01-21 07:15:04 main:574] : INFO : Epoch 1776 | loss: 0.0311624 | val_loss: 0.0311782 | Time: 2589.58 ms [2021-01-21 07:15:07 main:574] : INFO : Epoch 1777 | loss: 0.0311615 | val_loss: 0.0311779 | Time: 2709.84 ms [2021-01-21 07:15:10 main:574] : INFO : Epoch 1778 | loss: 0.0311614 | val_loss: 0.0311776 | Time: 2610.8 ms [2021-01-21 07:15:13 main:574] : INFO : Epoch 1779 | loss: 0.0311636 | val_loss: 0.0311858 | Time: 2702.85 ms [2021-01-21 07:15:15 main:574] : INFO : Epoch 1780 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 2682.96 ms [2021-01-21 07:15:18 main:574] : INFO : Epoch 1781 | loss: 0.0311616 | val_loss: 0.0311776 | Time: 2770.01 ms [2021-01-21 07:15:21 main:574] : INFO : Epoch 1782 | loss: 0.0311637 | val_loss: 0.0311813 | Time: 2583.7 ms [2021-01-21 07:15:23 main:574] : INFO : Epoch 1783 | loss: 0.0311624 | val_loss: 0.0311775 | Time: 2663.89 ms [2021-01-21 07:15:26 main:574] : INFO : Epoch 1784 | loss: 0.0311621 | val_loss: 0.0311777 | Time: 2676.33 ms [2021-01-21 07:15:29 main:574] : INFO : Epoch 1785 | loss: 0.0311633 | val_loss: 0.0311847 | Time: 2579.02 ms [2021-01-21 07:15:31 main:574] : INFO : Epoch 1786 | loss: 0.0311639 | val_loss: 0.0311809 | Time: 2580.01 ms [2021-01-21 07:15:34 main:574] : INFO : Epoch 1787 | loss: 0.0311611 | val_loss: 0.031179 | Time: 2587.18 ms [2021-01-21 07:15:37 main:574] : INFO : Epoch 1788 | loss: 0.031162 | val_loss: 0.0311777 | Time: 2609.99 ms [2021-01-21 07:15:39 main:574] : INFO : Epoch 1789 | loss: 0.0311627 | val_loss: 0.0311783 | Time: 2609.29 ms [2021-01-21 07:15:42 main:574] : INFO : Epoch 1790 | loss: 0.0311613 | val_loss: 0.0311788 | Time: 2712.18 ms [2021-01-21 07:15:45 main:574] : INFO : Epoch 1791 | loss: 0.0311622 | val_loss: 0.0311809 | Time: 2783.23 ms [2021-01-21 07:15:48 main:574] : INFO : Epoch 1792 | loss: 0.0311621 | val_loss: 0.031179 | Time: 2701.28 ms [2021-01-21 07:15:51 main:574] : INFO : Epoch 1793 | loss: 0.0311635 | val_loss: 0.0311808 | Time: 2681.22 ms [2021-01-21 07:15:53 main:574] : INFO : Epoch 1794 | loss: 0.031164 | val_loss: 0.0311811 | Time: 2682.46 ms [2021-01-21 07:15:56 main:574] : INFO : Epoch 1795 | loss: 0.031169 | val_loss: 0.0311821 | Time: 2748.01 ms [2021-01-21 07:15:59 main:574] : INFO : Epoch 1796 | loss: 0.0311664 | val_loss: 0.0311773 | Time: 2636.79 ms [2021-01-21 07:16:01 main:574] : INFO : Epoch 1797 | loss: 0.031162 | val_loss: 0.031185 | Time: 2576.27 ms [2021-01-21 07:16:04 main:574] : INFO : Epoch 1798 | loss: 0.0311619 | val_loss: 0.0311782 | Time: 2694.1 ms [2021-01-21 07:16:07 main:574] : INFO : Epoch 1799 | loss: 0.0311638 | val_loss: 0.0311889 | Time: 2708.39 ms [2021-01-21 07:16:10 main:574] : INFO : Epoch 1800 | loss: 0.0311644 | val_loss: 0.0311815 | Time: 2690.99 ms [2021-01-21 07:16:12 main:574] : INFO : Epoch 1801 | loss: 0.0311649 | val_loss: 0.0311795 | Time: 2679.52 ms [2021-01-21 07:16:15 main:574] : INFO : Epoch 1802 | loss: 0.0311636 | val_loss: 0.0311777 | Time: 2546.05 ms [2021-01-21 07:16:18 main:574] : INFO : Epoch 1803 | loss: 0.0311628 | val_loss: 0.031182 | Time: 2653 ms [2021-01-21 07:16:21 main:574] : INFO : Epoch 1804 | loss: 0.031165 | val_loss: 0.0311773 | Time: 2735.75 ms [2021-01-21 07:16:23 main:574] : INFO : Epoch 1805 | loss: 0.0311627 | val_loss: 0.0311779 | Time: 2677.94 ms [2021-01-21 07:16:26 main:574] : INFO : Epoch 1806 | loss: 0.0311626 | val_loss: 0.0311824 | Time: 2684.81 ms [2021-01-21 07:16:29 main:574] : INFO : Epoch 1807 | loss: 0.0311627 | val_loss: 0.0311777 | Time: 2669.85 ms [2021-01-21 07:16:31 main:574] : INFO : Epoch 1808 | loss: 0.031162 | val_loss: 0.0311814 | Time: 2630.55 ms [2021-01-21 07:16:34 main:574] : INFO : Epoch 1809 | loss: 0.0311629 | val_loss: 0.0311789 | Time: 2612.97 ms [2021-01-21 07:16:37 main:574] : INFO : Epoch 1810 | loss: 0.0311614 | val_loss: 0.0311784 | Time: 2729.59 ms [2021-01-21 07:16:40 main:574] : INFO : Epoch 1811 | loss: 0.0311627 | val_loss: 0.0311791 | Time: 2634.34 ms [2021-01-21 07:16:42 main:574] : INFO : Epoch 1812 | loss: 0.0311636 | val_loss: 0.0311857 | Time: 2704.11 ms [2021-01-21 07:16:45 main:574] : INFO : Epoch 1813 | loss: 0.0311649 | val_loss: 0.0311781 | Time: 2677.13 ms [2021-01-21 07:16:48 main:574] : INFO : Epoch 1814 | loss: 0.0311615 | val_loss: 0.0311788 | Time: 2552.08 ms [2021-01-21 07:16:51 main:574] : INFO : Epoch 1815 | loss: 0.0311649 | val_loss: 0.0311816 | Time: 2719.91 ms [2021-01-21 07:16:53 main:574] : INFO : Epoch 1816 | loss: 0.0311656 | val_loss: 0.0311857 | Time: 2692.65 ms [2021-01-21 07:16:56 main:574] : INFO : Epoch 1817 | loss: 0.0311643 | val_loss: 0.0311796 | Time: 2650.08 ms [2021-01-21 07:16:59 main:574] : INFO : Epoch 1818 | loss: 0.031162 | val_loss: 0.0311792 | Time: 2698.83 ms [2021-01-21 07:17:02 main:574] : INFO : Epoch 1819 | loss: 0.0311612 | val_loss: 0.0311787 | Time: 2768.93 ms [2021-01-21 07:17:04 main:574] : INFO : Epoch 1820 | loss: 0.0311631 | val_loss: 0.0311785 | Time: 2687.61 ms [2021-01-21 07:17:07 main:574] : INFO : Epoch 1821 | loss: 0.0311663 | val_loss: 0.0311825 | Time: 2645.15 ms [2021-01-21 07:17:10 main:574] : INFO : Epoch 1822 | loss: 0.0311649 | val_loss: 0.031178 | Time: 2617.78 ms [2021-01-21 07:17:12 main:574] : INFO : Epoch 1823 | loss: 0.0311634 | val_loss: 0.0311778 | Time: 2691.42 ms [2021-01-21 07:17:15 main:574] : INFO : Epoch 1824 | loss: 0.0311627 | val_loss: 0.0311821 | Time: 2635.9 ms [2021-01-21 07:17:18 main:574] : INFO : Epoch 1825 | loss: 0.0311628 | val_loss: 0.0311798 | Time: 2653.81 ms [2021-01-21 07:17:21 main:574] : INFO : Epoch 1826 | loss: 0.0311649 | val_loss: 0.031181 | Time: 2669.39 ms [2021-01-21 07:17:23 main:574] : INFO : Epoch 1827 | loss: 0.0311649 | val_loss: 0.0311775 | Time: 2618.25 ms [2021-01-21 07:17:26 main:574] : INFO : Epoch 1828 | loss: 0.0311659 | val_loss: 0.0311784 | Time: 2707.88 ms [2021-01-21 07:17:29 main:574] : INFO : Epoch 1829 | loss: 0.0311631 | val_loss: 0.0311828 | Time: 2594.55 ms [2021-01-21 07:17:31 main:574] : INFO : Epoch 1830 | loss: 0.0311613 | val_loss: 0.0311773 | Time: 2691.27 ms [2021-01-21 07:17:34 main:574] : INFO : Epoch 1831 | loss: 0.0311619 | val_loss: 0.0311787 | Time: 2666.97 ms [2021-01-21 07:17:37 main:574] : INFO : Epoch 1832 | loss: 0.031161 | val_loss: 0.0311865 | Time: 2597.03 ms [2021-01-21 07:17:40 main:574] : INFO : Epoch 1833 | loss: 0.0311673 | val_loss: 0.0311876 | Time: 2699.6 ms [2021-01-21 07:17:42 main:574] : INFO : Epoch 1834 | loss: 0.0311747 | val_loss: 0.0311844 | Time: 2657.16 ms [2021-01-21 07:17:45 main:574] : INFO : Epoch 1835 | loss: 0.0311639 | val_loss: 0.03118 | Time: 2645.57 ms [2021-01-21 07:17:48 main:574] : INFO : Epoch 1836 | loss: 0.0311642 | val_loss: 0.0311778 | Time: 2663.63 ms [2021-01-21 07:17:51 main:574] : INFO : Epoch 1837 | loss: 0.0311649 | val_loss: 0.0311798 | Time: 2713.96 ms [2021-01-21 07:17:53 main:574] : INFO : Epoch 1838 | loss: 0.0311616 | val_loss: 0.0311811 | Time: 2600.38 ms [2021-01-21 07:17:56 main:574] : INFO : Epoch 1839 | loss: 0.0311629 | val_loss: 0.031178 | Time: 2679.78 ms [2021-01-21 07:17:59 main:574] : INFO : Epoch 1840 | loss: 0.0311634 | val_loss: 0.0311775 | Time: 2694.14 ms [2021-01-21 07:18:02 main:574] : INFO : Epoch 1841 | loss: 0.0311613 | val_loss: 0.0311809 | Time: 2676.84 ms [2021-01-21 07:18:04 main:574] : INFO : Epoch 1842 | loss: 0.0311623 | val_loss: 0.0311829 | Time: 2690.4 ms [2021-01-21 07:18:07 main:574] : INFO : Epoch 1843 | loss: 0.0311631 | val_loss: 0.0311792 | Time: 2675.28 ms [2021-01-21 07:18:10 main:574] : INFO : Epoch 1844 | loss: 0.031163 | val_loss: 0.0311792 | Time: 2583.69 ms [2021-01-21 07:18:12 main:574] : INFO : Epoch 1845 | loss: 0.0311629 | val_loss: 0.0311811 | Time: 2588.29 ms [2021-01-21 07:18:15 main:574] : INFO : Epoch 1846 | loss: 0.0311629 | val_loss: 0.0311779 | Time: 2621.14 ms [2021-01-21 07:18:18 main:574] : INFO : Epoch 1847 | loss: 0.0311621 | val_loss: 0.0311782 | Time: 2576.15 ms [2021-01-21 07:18:20 main:574] : INFO : Epoch 1848 | loss: 0.0311612 | val_loss: 0.0311794 | Time: 2607.88 ms [2021-01-21 07:18:23 main:574] : INFO : Epoch 1849 | loss: 0.0311614 | val_loss: 0.0311825 | Time: 2708.64 ms [2021-01-21 07:18:26 main:574] : INFO : Epoch 1850 | loss: 0.0311641 | val_loss: 0.03119 | Time: 2655.94 ms [2021-01-21 07:18:29 main:574] : INFO : Epoch 1851 | loss: 0.0311683 | val_loss: 0.0311873 | Time: 2610.93 ms [2021-01-21 07:18:31 main:574] : INFO : Epoch 1852 | loss: 0.0311674 | val_loss: 0.0311789 | Time: 2665.17 ms [2021-01-21 07:18:34 main:574] : INFO : Epoch 1853 | loss: 0.0311643 | val_loss: 0.0311793 | Time: 2572.92 ms [2021-01-21 07:18:37 main:574] : INFO : Epoch 1854 | loss: 0.0311635 | val_loss: 0.0311836 | Time: 2591.56 ms [2021-01-21 07:18:39 main:574] : INFO : Epoch 1855 | loss: 0.0311642 | val_loss: 0.0311814 | Time: 2606.33 ms [2021-01-21 07:18:42 main:574] : INFO : Epoch 1856 | loss: 0.0311608 | val_loss: 0.0311797 | Time: 2536.92 ms [2021-01-21 07:18:45 main:574] : INFO : Epoch 1857 | loss: 0.0311627 | val_loss: 0.0311787 | Time: 2634.87 ms [2021-01-21 07:18:48 main:574] : INFO : Epoch 1858 | loss: 0.0311634 | val_loss: 0.0311806 | Time: 2744.13 ms [2021-01-21 07:18:50 main:574] : INFO : Epoch 1859 | loss: 0.0311643 | val_loss: 0.0311833 | Time: 2699.18 ms [2021-01-21 07:18:53 main:574] : INFO : Epoch 1860 | loss: 0.0311638 | val_loss: 0.0311775 | Time: 2569.27 ms [2021-01-21 07:18:56 main:574] : INFO : Epoch 1861 | loss: 0.0311623 | val_loss: 0.0311781 | Time: 2556.73 ms [2021-01-21 07:18:58 main:574] : INFO : Epoch 1862 | loss: 0.0311624 | val_loss: 0.0311849 | Time: 2633.82 ms [2021-01-21 07:19:01 main:574] : INFO : Epoch 1863 | loss: 0.0311644 | val_loss: 0.0311782 | Time: 2670.08 ms [2021-01-21 07:19:04 main:574] : INFO : Epoch 1864 | loss: 0.0311621 | val_loss: 0.0311781 | Time: 2683.69 ms [2021-01-21 07:19:06 main:574] : INFO : Epoch 1865 | loss: 0.031166 | val_loss: 0.031178 | Time: 2694.99 ms [2021-01-21 07:19:09 main:574] : INFO : Epoch 1866 | loss: 0.031166 | val_loss: 0.031185 | Time: 2676.41 ms [2021-01-21 07:19:12 main:574] : INFO : Epoch 1867 | loss: 0.0311629 | val_loss: 0.0311813 | Time: 2699.07 ms [2021-01-21 07:19:15 main:574] : INFO : Epoch 1868 | loss: 0.0311633 | val_loss: 0.0311783 | Time: 2647.87 ms [2021-01-21 07:19:17 main:574] : INFO : Epoch 1869 | loss: 0.0311637 | val_loss: 0.0311803 | Time: 2544.12 ms [2021-01-21 07:19:20 main:574] : INFO : Epoch 1870 | loss: 0.0311628 | val_loss: 0.0311833 | Time: 2707.82 ms [2021-01-21 07:19:23 main:574] : INFO : Epoch 1871 | loss: 0.0311622 | val_loss: 0.0311794 | Time: 2583.37 ms [2021-01-21 07:19:25 main:574] : INFO : Epoch 1872 | loss: 0.0311616 | val_loss: 0.0311806 | Time: 2615.95 ms [2021-01-21 07:19:28 main:574] : INFO : Epoch 1873 | loss: 0.031162 | val_loss: 0.0311798 | Time: 2683.81 ms [2021-01-21 07:19:31 main:574] : INFO : Epoch 1874 | loss: 0.0311617 | val_loss: 0.0311785 | Time: 2619.75 ms [2021-01-21 07:19:34 main:574] : INFO : Epoch 1875 | loss: 0.0311621 | val_loss: 0.0311775 | Time: 2636.46 ms [2021-01-21 07:19:36 main:574] : INFO : Epoch 1876 | loss: 0.031162 | val_loss: 0.0311834 | Time: 2740.97 ms [2021-01-21 07:19:39 main:574] : INFO : Epoch 1877 | loss: 0.0311619 | val_loss: 0.0311829 | Time: 2787.36 ms [2021-01-21 07:19:42 main:574] : INFO : Epoch 1878 | loss: 0.0311638 | val_loss: 0.0311776 | Time: 2601.95 ms [2021-01-21 07:19:45 main:574] : INFO : Epoch 1879 | loss: 0.031163 | val_loss: 0.031185 | Time: 2690.33 ms [2021-01-21 07:19:47 main:574] : INFO : Epoch 1880 | loss: 0.0311626 | val_loss: 0.0311775 | Time: 2609 ms [2021-01-21 07:19:50 main:574] : INFO : Epoch 1881 | loss: 0.0311657 | val_loss: 0.0311817 | Time: 2604.04 ms [2021-01-21 07:19:53 main:574] : INFO : Epoch 1882 | loss: 0.0311652 | val_loss: 0.0311843 | Time: 2630.23 ms [2021-01-21 07:19:55 main:574] : INFO : Epoch 1883 | loss: 0.0311635 | val_loss: 0.0311776 | Time: 2570.36 ms [2021-01-21 07:19:58 main:574] : INFO : Epoch 1884 | loss: 0.0311619 | val_loss: 0.0311779 | Time: 2546.79 ms [2021-01-21 07:20:01 main:574] : INFO : Epoch 1885 | loss: 0.031161 | val_loss: 0.0311808 | Time: 2568.98 ms [2021-01-21 07:20:03 main:574] : INFO : Epoch 1886 | loss: 0.0311642 | val_loss: 0.0311779 | Time: 2698.85 ms [2021-01-21 07:20:06 main:574] : INFO : Epoch 1887 | loss: 0.0311642 | val_loss: 0.0311776 | Time: 2578.54 ms [2021-01-21 07:20:09 main:574] : INFO : Epoch 1888 | loss: 0.0311616 | val_loss: 0.0311809 | Time: 2635.82 ms [2021-01-21 07:20:12 main:574] : INFO : Epoch 1889 | loss: 0.031162 | val_loss: 0.0311793 | Time: 2587.42 ms [2021-01-21 07:20:14 main:574] : INFO : Epoch 1890 | loss: 0.0311614 | val_loss: 0.0311775 | Time: 2584.4 ms [2021-01-21 07:20:17 main:574] : INFO : Epoch 1891 | loss: 0.0311616 | val_loss: 0.0311783 | Time: 2743.27 ms [2021-01-21 07:20:20 main:574] : INFO : Epoch 1892 | loss: 0.0311613 | val_loss: 0.0311806 | Time: 2666.15 ms [2021-01-21 07:20:22 main:574] : INFO : Epoch 1893 | loss: 0.0311622 | val_loss: 0.0311779 | Time: 2644.51 ms [2021-01-21 07:20:25 main:574] : INFO : Epoch 1894 | loss: 0.0311635 | val_loss: 0.0311793 | Time: 2678.19 ms [2021-01-21 07:20:28 main:574] : INFO : Epoch 1895 | loss: 0.0311627 | val_loss: 0.0311775 | Time: 2510.49 ms [2021-01-21 07:20:30 main:574] : INFO : Epoch 1896 | loss: 0.0311625 | val_loss: 0.0311791 | Time: 2630.93 ms [2021-01-21 07:20:33 main:574] : INFO : Epoch 1897 | loss: 0.031168 | val_loss: 0.0311779 | Time: 2513.58 ms [2021-01-21 07:20:36 main:574] : INFO : Epoch 1898 | loss: 0.0311654 | val_loss: 0.0311799 | Time: 2624.14 ms [2021-01-21 07:20:38 main:574] : INFO : Epoch 1899 | loss: 0.0311637 | val_loss: 0.0311775 | Time: 2623.88 ms [2021-01-21 07:20:41 main:574] : INFO : Epoch 1900 | loss: 0.0311626 | val_loss: 0.0311779 | Time: 2887.27 ms [2021-01-21 07:20:44 main:574] : INFO : Epoch 1901 | loss: 0.031161 | val_loss: 0.0311817 | Time: 2702.93 ms [2021-01-21 07:20:47 main:574] : INFO : Epoch 1902 | loss: 0.0311654 | val_loss: 0.031178 | Time: 2735.63 ms [2021-01-21 07:20:50 main:574] : INFO : Epoch 1903 | loss: 0.0311638 | val_loss: 0.0311786 | Time: 2655.92 ms [2021-01-21 07:20:52 main:574] : INFO : Epoch 1904 | loss: 0.0311651 | val_loss: 0.0311914 | Time: 2744.27 ms [2021-01-21 07:20:55 main:574] : INFO : Epoch 1905 | loss: 0.0311881 | val_loss: 0.0311942 | Time: 2608.13 ms [2021-01-21 07:20:58 main:574] : INFO : Epoch 1906 | loss: 0.0311845 | val_loss: 0.0311814 | Time: 2668.95 ms [2021-01-21 07:21:00 main:574] : INFO : Epoch 1907 | loss: 0.0311695 | val_loss: 0.031184 | Time: 2613.33 ms [2021-01-21 07:21:03 main:574] : INFO : Epoch 1908 | loss: 0.0311641 | val_loss: 0.0311782 | Time: 2623.61 ms [2021-01-21 07:21:06 main:574] : INFO : Epoch 1909 | loss: 0.0311617 | val_loss: 0.0311775 | Time: 2621.18 ms [2021-01-21 07:21:08 main:574] : INFO : Epoch 1910 | loss: 0.0311633 | val_loss: 0.0311853 | Time: 2662.98 ms [2021-01-21 07:21:11 main:574] : INFO : Epoch 1911 | loss: 0.0311661 | val_loss: 0.0311836 | Time: 2595.26 ms [2021-01-21 07:21:14 main:574] : INFO : Epoch 1912 | loss: 0.0311638 | val_loss: 0.0311792 | Time: 2617.14 ms [2021-01-21 07:21:16 main:574] : INFO : Epoch 1913 | loss: 0.0311632 | val_loss: 0.0311803 | Time: 2659.21 ms [2021-01-21 07:21:19 main:574] : INFO : Epoch 1914 | loss: 0.0311622 | val_loss: 0.0311778 | Time: 2630.45 ms [2021-01-21 07:21:22 main:574] : INFO : Epoch 1915 | loss: 0.0311644 | val_loss: 0.0311809 | Time: 2697.07 ms [2021-01-21 07:21:25 main:574] : INFO : Epoch 1916 | loss: 0.0311632 | val_loss: 0.0311794 | Time: 2620.16 ms [2021-01-21 07:21:27 main:574] : INFO : Epoch 1917 | loss: 0.0311626 | val_loss: 0.031178 | Time: 2656.23 ms [2021-01-21 07:21:30 main:574] : INFO : Epoch 1918 | loss: 0.0311628 | val_loss: 0.0311809 | Time: 2703.11 ms [2021-01-21 07:21:33 main:574] : INFO : Epoch 1919 | loss: 0.0311623 | val_loss: 0.0311794 | Time: 2733.42 ms [2021-01-21 07:21:36 main:574] : INFO : Epoch 1920 | loss: 0.0311617 | val_loss: 0.0311806 | Time: 2623.8 ms [2021-01-21 07:21:39 main:574] : INFO : Epoch 1921 | loss: 0.0311634 | val_loss: 0.0311807 | Time: 2764.36 ms [2021-01-21 07:21:41 main:574] : INFO : Epoch 1922 | loss: 0.0311626 | val_loss: 0.0311796 | Time: 2783.07 ms [2021-01-21 07:21:44 main:574] : INFO : Epoch 1923 | loss: 0.0311621 | val_loss: 0.0311831 | Time: 2560.5 ms [2021-01-21 07:21:47 main:574] : INFO : Epoch 1924 | loss: 0.0311634 | val_loss: 0.0311793 | Time: 2656.47 ms [2021-01-21 07:21:50 main:574] : INFO : Epoch 1925 | loss: 0.0311613 | val_loss: 0.0311792 | Time: 2688.86 ms [2021-01-21 07:21:52 main:574] : INFO : Epoch 1926 | loss: 0.0311615 | val_loss: 0.0311801 | Time: 2654.43 ms [2021-01-21 07:21:55 main:574] : INFO : Epoch 1927 | loss: 0.0311629 | val_loss: 0.0311783 | Time: 2628.84 ms [2021-01-21 07:21:58 main:574] : INFO : Epoch 1928 | loss: 0.0311604 | val_loss: 0.0311798 | Time: 2666.98 ms [2021-01-21 07:22:00 main:574] : INFO : Epoch 1929 | loss: 0.0311621 | val_loss: 0.031179 | Time: 2614.62 ms [2021-01-21 07:22:03 main:574] : INFO : Epoch 1930 | loss: 0.0311657 | val_loss: 0.0311797 | Time: 2640.17 ms [2021-01-21 07:22:06 main:574] : INFO : Epoch 1931 | loss: 0.0311661 | val_loss: 0.0311777 | Time: 2612.57 ms [2021-01-21 07:22:09 main:574] : INFO : Epoch 1932 | loss: 0.0311627 | val_loss: 0.0311787 | Time: 2620.91 ms [2021-01-21 07:22:11 main:574] : INFO : Epoch 1933 | loss: 0.0311626 | val_loss: 0.0311818 | Time: 2568.55 ms [2021-01-21 07:22:14 main:574] : INFO : Epoch 1934 | loss: 0.0311629 | val_loss: 0.0311783 | Time: 2638.88 ms [2021-01-21 07:22:17 main:574] : INFO : Epoch 1935 | loss: 0.0311611 | val_loss: 0.0311795 | Time: 2629.32 ms [2021-01-21 07:22:19 main:574] : INFO : Epoch 1936 | loss: 0.0311614 | val_loss: 0.0311782 | Time: 2604 ms [2021-01-21 07:22:22 main:574] : INFO : Epoch 1937 | loss: 0.031163 | val_loss: 0.0311822 | Time: 2658.41 ms [2021-01-21 07:22:25 main:574] : INFO : Epoch 1938 | loss: 0.0311663 | val_loss: 0.0311829 | Time: 2850.72 ms [2021-01-21 07:22:28 main:574] : INFO : Epoch 1939 | loss: 0.0311665 | val_loss: 0.0311798 | Time: 2718.81 ms [2021-01-21 07:22:30 main:574] : INFO : Epoch 1940 | loss: 0.0311628 | val_loss: 0.0311787 | Time: 2571.15 ms [2021-01-21 07:22:33 main:574] : INFO : Epoch 1941 | loss: 0.0311655 | val_loss: 0.0311828 | Time: 2703.97 ms [2021-01-21 07:22:36 main:574] : INFO : Epoch 1942 | loss: 0.0311634 | val_loss: 0.0311804 | Time: 2750.25 ms [2021-01-21 07:22:39 main:574] : INFO : Epoch 1943 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 2660.56 ms [2021-01-21 07:22:42 main:574] : INFO : Epoch 1944 | loss: 0.0311631 | val_loss: 0.0311858 | Time: 2847.12 ms [2021-01-21 07:22:44 main:574] : INFO : Epoch 1945 | loss: 0.0311677 | val_loss: 0.0311789 | Time: 2703.19 ms [2021-01-21 07:22:47 main:574] : INFO : Epoch 1946 | loss: 0.0311622 | val_loss: 0.0311812 | Time: 2626.8 ms [2021-01-21 07:22:50 main:574] : INFO : Epoch 1947 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 2663.97 ms [2021-01-21 07:22:53 main:574] : INFO : Epoch 1948 | loss: 0.0311622 | val_loss: 0.031179 | Time: 2696.79 ms [2021-01-21 07:22:55 main:574] : INFO : Epoch 1949 | loss: 0.0311613 | val_loss: 0.0311778 | Time: 2689.84 ms [2021-01-21 07:22:58 main:574] : INFO : Epoch 1950 | loss: 0.0311611 | val_loss: 0.0311809 | Time: 2735.95 ms [2021-01-21 07:23:01 main:574] : INFO : Epoch 1951 | loss: 0.0311642 | val_loss: 0.0311805 | Time: 2609.75 ms [2021-01-21 07:23:03 main:574] : INFO : Epoch 1952 | loss: 0.0311647 | val_loss: 0.031179 | Time: 2630.01 ms [2021-01-21 07:23:06 main:574] : INFO : Epoch 1953 | loss: 0.0311649 | val_loss: 0.0311792 | Time: 2622.68 ms [2021-01-21 07:23:09 main:574] : INFO : Epoch 1954 | loss: 0.0311614 | val_loss: 0.0311809 | Time: 2748.14 ms [2021-01-21 07:23:12 main:574] : INFO : Epoch 1955 | loss: 0.0311613 | val_loss: 0.0311793 | Time: 2638.75 ms [2021-01-21 07:23:14 main:574] : INFO : Epoch 1956 | loss: 0.031163 | val_loss: 0.0311799 | Time: 2576.05 ms [2021-01-21 07:23:17 main:574] : INFO : Epoch 1957 | loss: 0.0311629 | val_loss: 0.0311913 | Time: 2589.85 ms [2021-01-21 07:23:20 main:574] : INFO : Epoch 1958 | loss: 0.0311635 | val_loss: 0.0311814 | Time: 2570.63 ms [2021-01-21 07:23:23 main:574] : INFO : Epoch 1959 | loss: 0.0311655 | val_loss: 0.0311807 | Time: 2699.2 ms [2021-01-21 07:23:25 main:574] : INFO : Epoch 1960 | loss: 0.0311659 | val_loss: 0.0311822 | Time: 2623.13 ms [2021-01-21 07:23:28 main:574] : INFO : Epoch 1961 | loss: 0.0311626 | val_loss: 0.0311784 | Time: 2756.33 ms [2021-01-21 07:23:31 main:574] : INFO : Epoch 1962 | loss: 0.0311626 | val_loss: 0.0311837 | Time: 2597.14 ms [2021-01-21 07:23:34 main:574] : INFO : Epoch 1963 | loss: 0.0311631 | val_loss: 0.0311799 | Time: 2684.3 ms [2021-01-21 07:23:36 main:574] : INFO : Epoch 1964 | loss: 0.0311629 | val_loss: 0.0311778 | Time: 2730.22 ms [2021-01-21 07:23:39 main:574] : INFO : Epoch 1965 | loss: 0.0311622 | val_loss: 0.0311827 | Time: 2699.06 ms [2021-01-21 07:23:42 main:574] : INFO : Epoch 1966 | loss: 0.0311623 | val_loss: 0.0311824 | Time: 2791.79 ms [2021-01-21 07:23:45 main:574] : INFO : Epoch 1967 | loss: 0.0311645 | val_loss: 0.0311781 | Time: 2758.4 ms [2021-01-21 07:23:48 main:574] : INFO : Epoch 1968 | loss: 0.0311637 | val_loss: 0.0311822 | Time: 2778.06 ms [2021-01-21 07:23:50 main:574] : INFO : Epoch 1969 | loss: 0.0311634 | val_loss: 0.0311797 | Time: 2633.32 ms [2021-01-21 07:23:53 main:574] : INFO : Epoch 1970 | loss: 0.0311619 | val_loss: 0.0311779 | Time: 2644.91 ms [2021-01-21 07:23:56 main:574] : INFO : Epoch 1971 | loss: 0.0311636 | val_loss: 0.0311785 | Time: 2666.61 ms [2021-01-21 07:23:59 main:574] : INFO : Epoch 1972 | loss: 0.0311625 | val_loss: 0.0311821 | Time: 2710.83 ms [2021-01-21 07:24:01 main:574] : INFO : Epoch 1973 | loss: 0.0311637 | val_loss: 0.0311791 | Time: 2681.24 ms [2021-01-21 07:24:04 main:574] : INFO : Epoch 1974 | loss: 0.0311631 | val_loss: 0.0311832 | Time: 2695.87 ms [2021-01-21 07:24:07 main:574] : INFO : Epoch 1975 | loss: 0.0311628 | val_loss: 0.0311821 | Time: 2549.31 ms [2021-01-21 07:24:10 main:574] : INFO : Epoch 1976 | loss: 0.0311641 | val_loss: 0.0311778 | Time: 2782.2 ms [2021-01-21 07:24:12 main:574] : INFO : Epoch 1977 | loss: 0.031162 | val_loss: 0.0311845 | Time: 2601.26 ms [2021-01-21 07:24:15 main:574] : INFO : Epoch 1978 | loss: 0.0311632 | val_loss: 0.0311812 | Time: 2569.63 ms [2021-01-21 07:24:18 main:574] : INFO : Epoch 1979 | loss: 0.0311622 | val_loss: 0.031178 | Time: 2566.05 ms [2021-01-21 07:24:20 main:574] : INFO : Epoch 1980 | loss: 0.031161 | val_loss: 0.0311775 | Time: 2639.05 ms [2021-01-21 07:24:23 main:574] : INFO : Epoch 1981 | loss: 0.0311622 | val_loss: 0.0311777 | Time: 2589.3 ms [2021-01-21 07:24:26 main:574] : INFO : Epoch 1982 | loss: 0.0311623 | val_loss: 0.0311793 | Time: 2695.33 ms [2021-01-21 07:24:28 main:574] : INFO : Epoch 1983 | loss: 0.0311634 | val_loss: 0.0311844 | Time: 2632.39 ms [2021-01-21 07:24:31 main:574] : INFO : Epoch 1984 | loss: 0.0311637 | val_loss: 0.031194 | Time: 2800.9 ms [2021-01-21 07:24:34 main:574] : INFO : Epoch 1985 | loss: 0.0311677 | val_loss: 0.0311782 | Time: 2697.47 ms [2021-01-21 07:24:37 main:574] : INFO : Epoch 1986 | loss: 0.0311612 | val_loss: 0.0311792 | Time: 2653.11 ms [2021-01-21 07:24:39 main:574] : INFO : Epoch 1987 | loss: 0.0311609 | val_loss: 0.0311821 | Time: 2623.68 ms [2021-01-21 07:24:42 main:574] : INFO : Epoch 1988 | loss: 0.0311619 | val_loss: 0.0311802 | Time: 2676.74 ms [2021-01-21 07:24:45 main:574] : INFO : Epoch 1989 | loss: 0.0311645 | val_loss: 0.0311776 | Time: 2661.72 ms [2021-01-21 07:24:48 main:574] : INFO : Epoch 1990 | loss: 0.0311649 | val_loss: 0.0311834 | Time: 2730.52 ms [2021-01-21 07:24:50 main:574] : INFO : Epoch 1991 | loss: 0.0311619 | val_loss: 0.0311775 | Time: 2814.28 ms [2021-01-21 07:24:53 main:574] : INFO : Epoch 1992 | loss: 0.0311618 | val_loss: 0.031179 | Time: 2661.22 ms [2021-01-21 07:24:56 main:574] : INFO : Epoch 1993 | loss: 0.0311648 | val_loss: 0.0311779 | Time: 2735.67 ms [2021-01-21 07:24:59 main:574] : INFO : Epoch 1994 | loss: 0.0311623 | val_loss: 0.0311793 | Time: 2644.52 ms [2021-01-21 07:25:02 main:574] : INFO : Epoch 1995 | loss: 0.031162 | val_loss: 0.0311855 | Time: 2663.08 ms [2021-01-21 07:25:04 main:574] : INFO : Epoch 1996 | loss: 0.0311631 | val_loss: 0.0311777 | Time: 2637.71 ms [2021-01-21 07:25:07 main:574] : INFO : Epoch 1997 | loss: 0.031162 | val_loss: 0.0311866 | Time: 2672.16 ms [2021-01-21 07:25:10 main:574] : INFO : Epoch 1998 | loss: 0.0311649 | val_loss: 0.0311807 | Time: 2659.15 ms [2021-01-21 07:25:12 main:574] : INFO : Epoch 1999 | loss: 0.0311632 | val_loss: 0.0311785 | Time: 2627.46 ms [2021-01-21 07:25:15 main:574] : INFO : Epoch 2000 | loss: 0.031163 | val_loss: 0.0311824 | Time: 2675.8 ms [2021-01-21 07:25:18 main:574] : INFO : Epoch 2001 | loss: 0.0311651 | val_loss: 0.0311779 | Time: 2761.84 ms [2021-01-21 07:25:21 main:574] : INFO : Epoch 2002 | loss: 0.031163 | val_loss: 0.0311848 | Time: 2643.6 ms [2021-01-21 07:25:23 main:574] : INFO : Epoch 2003 | loss: 0.0311702 | val_loss: 0.0311879 | Time: 2558.81 ms [2021-01-21 07:25:26 main:574] : INFO : Epoch 2004 | loss: 0.0311667 | val_loss: 0.0311789 | Time: 2541.6 ms [2021-01-21 07:25:29 main:574] : INFO : Epoch 2005 | loss: 0.0311629 | val_loss: 0.0311825 | Time: 2618.49 ms [2021-01-21 07:25:31 main:574] : INFO : Epoch 2006 | loss: 0.0311628 | val_loss: 0.0311782 | Time: 2718.65 ms [2021-01-21 07:25:34 main:574] : INFO : Epoch 2007 | loss: 0.0311615 | val_loss: 0.0311804 | Time: 2567.44 ms [2021-01-21 07:25:37 main:574] : INFO : Epoch 2008 | loss: 0.0311619 | val_loss: 0.0311779 | Time: 2635.23 ms [2021-01-21 07:25:39 main:574] : INFO : Epoch 2009 | loss: 0.0311622 | val_loss: 0.0311776 | Time: 2651.3 ms [2021-01-21 07:25:42 main:574] : INFO : Epoch 2010 | loss: 0.0311627 | val_loss: 0.0311774 | Time: 2704.58 ms [2021-01-21 07:25:45 main:574] : INFO : Epoch 2011 | loss: 0.0311618 | val_loss: 0.0311811 | Time: 2667.19 ms [2021-01-21 07:25:48 main:574] : INFO : Epoch 2012 | loss: 0.0311608 | val_loss: 0.0311774 | Time: 2672.07 ms [2021-01-21 07:25:50 main:574] : INFO : Epoch 2013 | loss: 0.0311619 | val_loss: 0.0311801 | Time: 2668.75 ms [2021-01-21 07:25:53 main:574] : INFO : Epoch 2014 | loss: 0.0311621 | val_loss: 0.0311776 | Time: 2763.82 ms [2021-01-21 07:25:56 main:574] : INFO : Epoch 2015 | loss: 0.031162 | val_loss: 0.0311791 | Time: 2655.96 ms [2021-01-21 07:25:59 main:574] : INFO : Epoch 2016 | loss: 0.0311613 | val_loss: 0.031178 | Time: 2689.31 ms [2021-01-21 07:26:01 main:574] : INFO : Epoch 2017 | loss: 0.0311619 | val_loss: 0.0311789 | Time: 2614.9 ms [2021-01-21 07:26:04 main:574] : INFO : Epoch 2018 | loss: 0.0311615 | val_loss: 0.0311788 | Time: 2608.26 ms [2021-01-21 07:26:07 main:574] : INFO : Epoch 2019 | loss: 0.0311632 | val_loss: 0.0311791 | Time: 2554.71 ms [2021-01-21 07:26:09 main:574] : INFO : Epoch 2020 | loss: 0.0311642 | val_loss: 0.0311804 | Time: 2614.71 ms [2021-01-21 07:26:12 main:574] : INFO : Epoch 2021 | loss: 0.0311649 | val_loss: 0.0311928 | Time: 2662.59 ms [2021-01-21 07:26:15 main:574] : INFO : Epoch 2022 | loss: 0.0311665 | val_loss: 0.0311779 | Time: 2640.51 ms [2021-01-21 07:26:18 main:574] : INFO : Epoch 2023 | loss: 0.0311646 | val_loss: 0.031178 | Time: 2746.16 ms [2021-01-21 07:26:20 main:574] : INFO : Epoch 2024 | loss: 0.0311628 | val_loss: 0.0311809 | Time: 2645.89 ms [2021-01-21 07:26:23 main:574] : INFO : Epoch 2025 | loss: 0.0311625 | val_loss: 0.031185 | Time: 2647.82 ms [2021-01-21 07:26:26 main:574] : INFO : Epoch 2026 | loss: 0.0311632 | val_loss: 0.0311783 | Time: 2644.21 ms [2021-01-21 07:26:28 main:574] : INFO : Epoch 2027 | loss: 0.0311639 | val_loss: 0.0311793 | Time: 2646.73 ms [2021-01-21 07:26:31 main:574] : INFO : Epoch 2028 | loss: 0.0311625 | val_loss: 0.0311781 | Time: 2554.07 ms [2021-01-21 07:26:34 main:574] : INFO : Epoch 2029 | loss: 0.0311618 | val_loss: 0.0311778 | Time: 2616.36 ms [2021-01-21 07:26:36 main:574] : INFO : Epoch 2030 | loss: 0.031162 | val_loss: 0.0311797 | Time: 2667.47 ms [2021-01-21 07:26:39 main:574] : INFO : Epoch 2031 | loss: 0.0311613 | val_loss: 0.0311886 | Time: 2577.84 ms [2021-01-21 07:26:42 main:574] : INFO : Epoch 2032 | loss: 0.0311624 | val_loss: 0.0311806 | Time: 2625.77 ms [2021-01-21 07:26:45 main:574] : INFO : Epoch 2033 | loss: 0.0311625 | val_loss: 0.0311777 | Time: 2768.12 ms [2021-01-21 07:26:48 main:574] : INFO : Epoch 2034 | loss: 0.0311626 | val_loss: 0.0311806 | Time: 2635.49 ms [2021-01-21 07:26:51 main:574] : INFO : Epoch 2035 | loss: 0.0311672 | val_loss: 0.0311876 | Time: 2845.98 ms [2021-01-21 07:26:53 main:574] : INFO : Epoch 2036 | loss: 0.0311639 | val_loss: 0.0311815 | Time: 2626.58 ms [2021-01-21 07:26:56 main:574] : INFO : Epoch 2037 | loss: 0.0311643 | val_loss: 0.0311856 | Time: 2672.75 ms [2021-01-21 07:26:59 main:574] : INFO : Epoch 2038 | loss: 0.0311637 | val_loss: 0.0311784 | Time: 2639.29 ms [2021-01-21 07:27:01 main:574] : INFO : Epoch 2039 | loss: 0.0311607 | val_loss: 0.0311798 | Time: 2709.59 ms [2021-01-21 07:27:04 main:574] : INFO : Epoch 2040 | loss: 0.0311613 | val_loss: 0.0311782 | Time: 2695.83 ms [2021-01-21 07:27:07 main:574] : INFO : Epoch 2041 | loss: 0.0311622 | val_loss: 0.0311789 | Time: 2598.43 ms [2021-01-21 07:27:10 main:574] : INFO : Epoch 2042 | loss: 0.0311625 | val_loss: 0.031181 | Time: 2734.81 ms [2021-01-21 07:27:13 main:574] : INFO : Epoch 2043 | loss: 0.0311616 | val_loss: 0.0311822 | Time: 2569.89 ms [2021-01-21 07:27:15 main:574] : INFO : Epoch 2044 | loss: 0.0311627 | val_loss: 0.0311809 | Time: 2710.28 ms [2021-01-21 07:27:18 main:574] : INFO : Epoch 2045 | loss: 0.0311659 | val_loss: 0.0311828 | Time: 2719.01 ms [2021-01-21 07:27:21 main:574] : INFO : Epoch 2046 | loss: 0.031164 | val_loss: 0.0311791 | Time: 2547.44 ms [2021-01-21 07:27:23 main:574] : INFO : Epoch 2047 | loss: 0.0311634 | val_loss: 0.0311781 | Time: 2496.96 ms [2021-01-21 07:27:26 main:574] : INFO : Epoch 2048 | loss: 0.0311615 | val_loss: 0.0311788 | Time: 2708.01 ms [2021-01-21 07:27:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311788 [2021-01-21 07:27:26 main:603] : INFO : Saving end state to config to file [2021-01-21 07:27:26 main:608] : INFO : Success, exiting.. 07:27:26 (10780): 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)