Task 4511871
| Name | ParityModified-1612597789-9634-4_1 |
| Workunit | 2445064 |
| Created | 22 Mar 2021, 17:29:31 UTC |
| Sent | 22 Mar 2021, 18:16:58 UTC |
| Report deadline | 29 Mar 2021, 18:16:58 UTC |
| Received | 22 Mar 2021, 21:41:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 52 min 36 sec |
| CPU time | 1 hours 49 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 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: 0.0311675 | val_loss: 0.0311783 | Time: 3163.89 ms [2021-03-22 21:13:26 main:574] : INFO : Epoch 1543 | loss: 0.0311674 | val_loss: 0.0311803 | Time: 3256.36 ms [2021-03-22 21:13:29 main:574] : INFO : Epoch 1544 | loss: 0.0311682 | val_loss: 0.0311774 | Time: 3092.65 ms [2021-03-22 21:13:32 main:574] : INFO : Epoch 1545 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 3125.45 ms [2021-03-22 21:13:36 main:574] : INFO : Epoch 1546 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 3217.41 ms [2021-03-22 21:13:39 main:574] : INFO : Epoch 1547 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 3267.28 ms [2021-03-22 21:13:42 main:574] : INFO : Epoch 1548 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 3226.85 ms [2021-03-22 21:13:46 main:574] : INFO : Epoch 1549 | loss: 0.0311748 | val_loss: 0.0311807 | Time: 3285.79 ms [2021-03-22 21:13:49 main:574] : INFO : Epoch 1550 | loss: 0.0311704 | val_loss: 0.0311802 | Time: 3194.16 ms [2021-03-22 21:13:52 main:574] : INFO : Epoch 1551 | loss: 0.0311751 | val_loss: 0.0311782 | Time: 3149.38 ms [2021-03-22 21:13:55 main:574] : INFO : Epoch 1552 | loss: 0.031172 | val_loss: 0.0311815 | Time: 3165.21 ms [2021-03-22 21:13:58 main:574] : INFO : Epoch 1553 | loss: 0.0311711 | val_loss: 0.031176 | Time: 3156.77 ms [2021-03-22 21:14:02 main:574] : INFO : Epoch 1554 | loss: 0.0311703 | val_loss: 0.0311761 | Time: 3175.53 ms [2021-03-22 21:14:05 main:574] : INFO : Epoch 1555 | loss: 0.0311688 | val_loss: 0.0311769 | Time: 3205.93 ms [2021-03-22 21:14:08 main:574] : INFO : Epoch 1556 | loss: 0.0311678 | val_loss: 0.0311779 | Time: 3208.66 ms [2021-03-22 21:14:11 main:574] : INFO : Epoch 1557 | loss: 0.0311707 | val_loss: 0.0311804 | Time: 3234.35 ms [2021-03-22 21:14:15 main:574] : INFO : Epoch 1558 | loss: 0.0311697 | val_loss: 0.0311854 | Time: 3204.68 ms [2021-03-22 21:14:18 main:574] : INFO : Epoch 1559 | loss: 0.0311699 | val_loss: 0.0311797 | Time: 3073.77 ms [2021-03-22 21:14:21 main:574] : INFO : Epoch 1560 | loss: 0.0311706 | val_loss: 0.0311878 | Time: 3276.6 ms [2021-03-22 21:14:24 main:574] : INFO : Epoch 1561 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 3316.84 ms [2021-03-22 21:14:27 main:574] : INFO : Epoch 1562 | loss: 0.0311704 | val_loss: 0.0311763 | Time: 3139.75 ms [2021-03-22 21:14:31 main:574] : INFO : Epoch 1563 | loss: 0.031169 | val_loss: 0.031177 | Time: 3169.44 ms [2021-03-22 21:14:34 main:574] : INFO : Epoch 1564 | loss: 0.031168 | val_loss: 0.0311774 | Time: 3125.4 ms [2021-03-22 21:14:37 main:574] : INFO : Epoch 1565 | loss: 0.0311701 | val_loss: 0.0311846 | Time: 3214.44 ms [2021-03-22 21:14:40 main:574] : INFO : Epoch 1566 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 3219.38 ms [2021-03-22 21:14:44 main:574] : INFO : Epoch 1567 | loss: 0.0311688 | val_loss: 0.031177 | Time: 3232.75 ms [2021-03-22 21:14:47 main:574] : INFO : Epoch 1568 | loss: 0.0311683 | val_loss: 0.0311786 | Time: 3278.02 ms [2021-03-22 21:14:50 main:574] : INFO : Epoch 1569 | loss: 0.031169 | val_loss: 0.0311821 | Time: 3277.71 ms [2021-03-22 21:14:54 main:574] : INFO : Epoch 1570 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 3303.08 ms [2021-03-22 21:14:57 main:574] : INFO : Epoch 1571 | loss: 0.0311741 | val_loss: 0.0311842 | Time: 3115.88 ms [2021-03-22 21:15:00 main:574] : INFO : Epoch 1572 | loss: 0.0311739 | val_loss: 0.0311814 | Time: 3124.72 ms [2021-03-22 21:15:03 main:574] : INFO : Epoch 1573 | loss: 0.0311736 | val_loss: 0.0311808 | Time: 3243.19 ms [2021-03-22 21:15:06 main:574] : INFO : Epoch 1574 | loss: 0.0311722 | val_loss: 0.0311784 | Time: 3242.66 ms [2021-03-22 21:15:10 main:574] : INFO : Epoch 1575 | loss: 0.0311702 | val_loss: 0.0311776 | Time: 3110.51 ms [2021-03-22 21:15:13 main:574] : INFO : Epoch 1576 | loss: 0.0311728 | val_loss: 0.0311798 | Time: 3190.24 ms [2021-03-22 21:15:16 main:574] : INFO : Epoch 1577 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 3216.98 ms [2021-03-22 21:15:19 main:574] : INFO : Epoch 1578 | loss: 0.0311713 | val_loss: 0.0311771 | Time: 3163.41 ms [2021-03-22 21:15:23 main:574] : INFO : Epoch 1579 | loss: 0.0311721 | val_loss: 0.0311768 | Time: 3214.73 ms [2021-03-22 21:15:26 main:574] : INFO : Epoch 1580 | loss: 0.0311698 | val_loss: 0.0311781 | Time: 3263.89 ms [2021-03-22 21:15:29 main:574] : INFO : Epoch 1581 | loss: 0.0311692 | val_loss: 0.0311771 | Time: 3195.01 ms [2021-03-22 21:15:32 main:574] : INFO : Epoch 1582 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 3089.34 ms [2021-03-22 21:15:35 main:574] : INFO : Epoch 1583 | loss: 0.0311692 | val_loss: 0.0311814 | Time: 3197.69 ms [2021-03-22 21:15:39 main:574] : INFO : Epoch 1584 | loss: 0.0311688 | val_loss: 0.0311779 | Time: 3294.68 ms [2021-03-22 21:15:42 main:574] : INFO : Epoch 1585 | loss: 0.0311687 | val_loss: 0.0311782 | Time: 3139.05 ms [2021-03-22 21:15:45 main:574] : INFO : Epoch 1586 | loss: 0.0311681 | val_loss: 0.0311781 | Time: 3205.32 ms [2021-03-22 21:15:48 main:574] : INFO : Epoch 1587 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 3179.49 ms [2021-03-22 21:15:52 main:574] : INFO : Epoch 1588 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 3261.59 ms [2021-03-22 21:15:55 main:574] : INFO : Epoch 1589 | loss: 0.0311681 | val_loss: 0.0311766 | Time: 3180.26 ms [2021-03-22 21:15:58 main:574] : INFO : Epoch 1590 | loss: 0.0311682 | val_loss: 0.0311786 | Time: 3187.15 ms [2021-03-22 21:16:01 main:574] : INFO : Epoch 1591 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 3168.42 ms [2021-03-22 21:16:04 main:574] : INFO : Epoch 1592 | loss: 0.0311691 | val_loss: 0.0311774 | Time: 3209.39 ms [2021-03-22 21:16:08 main:574] : INFO : Epoch 1593 | loss: 0.0311683 | val_loss: 0.0311761 | Time: 3201.92 ms [2021-03-22 21:16:11 main:574] : INFO : Epoch 1594 | loss: 0.031169 | val_loss: 0.0311763 | Time: 3123.45 ms [2021-03-22 21:16:14 main:574] : INFO : Epoch 1595 | loss: 0.0311708 | val_loss: 0.0311847 | Time: 3103.82 ms [2021-03-22 21:16:17 main:574] : INFO : Epoch 1596 | loss: 0.0311706 | val_loss: 0.031177 | Time: 3191.46 ms [2021-03-22 21:16:20 main:574] : INFO : Epoch 1597 | loss: 0.0311698 | val_loss: 0.0311773 | Time: 3174.21 ms [2021-03-22 21:16:24 main:574] : INFO : Epoch 1598 | loss: 0.0311692 | val_loss: 0.0311772 | Time: 3248.84 ms [2021-03-22 21:16:27 main:574] : INFO : Epoch 1599 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 3199.93 ms [2021-03-22 21:16:30 main:574] : INFO : Epoch 1600 | loss: 0.0311678 | val_loss: 0.0311808 | Time: 3221.25 ms [2021-03-22 21:16:33 main:574] : INFO : Epoch 1601 | loss: 0.0311701 | val_loss: 0.0311809 | Time: 3274.42 ms [2021-03-22 21:16:37 main:574] : INFO : Epoch 1602 | loss: 0.0311674 | val_loss: 0.031177 | Time: 3158.7 ms [2021-03-22 21:16:40 main:574] : INFO : Epoch 1603 | loss: 0.0311682 | val_loss: 0.0311819 | Time: 3296.7 ms [2021-03-22 21:16:43 main:574] : INFO : Epoch 1604 | loss: 0.0311689 | val_loss: 0.0311823 | Time: 3178.28 ms [2021-03-22 21:16:46 main:574] : INFO : Epoch 1605 | loss: 0.0311698 | val_loss: 0.03118 | Time: 3229.76 ms [2021-03-22 21:16:50 main:574] : INFO : Epoch 1606 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 3174.07 ms [2021-03-22 21:16:53 main:574] : INFO : Epoch 1607 | loss: 0.0311697 | val_loss: 0.0311777 | Time: 3043.25 ms [2021-03-22 21:16:56 main:574] : INFO : Epoch 1608 | loss: 0.0311736 | val_loss: 0.0311868 | Time: 3250.91 ms [2021-03-22 21:16:59 main:574] : INFO : Epoch 1609 | loss: 0.0311869 | val_loss: 0.0311864 | Time: 3303.11 ms [2021-03-22 21:17:03 main:574] : INFO : Epoch 1610 | loss: 0.0311864 | val_loss: 0.0311865 | Time: 3242.91 ms [2021-03-22 21:17:06 main:574] : INFO : Epoch 1611 | loss: 0.0311858 | val_loss: 0.0311862 | Time: 3274.72 ms [2021-03-22 21:17:09 main:574] : INFO : Epoch 1612 | loss: 0.0311849 | val_loss: 0.0311849 | Time: 3204.17 ms [2021-03-22 21:17:12 main:574] : INFO : Epoch 1613 | loss: 0.0311827 | val_loss: 0.03118 | Time: 3152.95 ms [2021-03-22 21:17:16 main:574] : INFO : Epoch 1614 | loss: 0.0311833 | val_loss: 0.0311819 | Time: 3197.08 ms [2021-03-22 21:17:19 main:574] : INFO : Epoch 1615 | loss: 0.0311806 | val_loss: 0.0311797 | Time: 3218.41 ms [2021-03-22 21:17:22 main:574] : INFO : Epoch 1616 | loss: 0.0311796 | val_loss: 0.0311809 | Time: 3192.43 ms [2021-03-22 21:17:25 main:574] : INFO : Epoch 1617 | loss: 0.0311788 | val_loss: 0.0311813 | Time: 3162.58 ms [2021-03-22 21:17:28 main:574] : INFO : Epoch 1618 | loss: 0.0311789 | val_loss: 0.0311808 | Time: 3185.23 ms [2021-03-22 21:17:32 main:574] : INFO : Epoch 1619 | loss: 0.0311797 | val_loss: 0.0311843 | Time: 3177.94 ms [2021-03-22 21:17:35 main:574] : INFO : Epoch 1620 | loss: 0.0311859 | val_loss: 0.031185 | Time: 3241.35 ms [2021-03-22 21:17:38 main:574] : INFO : Epoch 1621 | loss: 0.0311858 | val_loss: 0.0311823 | Time: 3237.23 ms [2021-03-22 21:17:41 main:574] : INFO : Epoch 1622 | loss: 0.0311822 | val_loss: 0.0311823 | Time: 3175.78 ms [2021-03-22 21:17:45 main:574] : INFO : Epoch 1623 | loss: 0.0311816 | val_loss: 0.0311859 | Time: 3181.5 ms [2021-03-22 21:17:48 main:574] : INFO : Epoch 1624 | loss: 0.0311805 | val_loss: 0.0311833 | Time: 3204.08 ms [2021-03-22 21:17:51 main:574] : INFO : Epoch 1625 | loss: 0.0311807 | val_loss: 0.0311827 | Time: 3084.06 ms [2021-03-22 21:17:54 main:574] : INFO : Epoch 1626 | loss: 0.0311806 | val_loss: 0.031181 | Time: 3274.83 ms [2021-03-22 21:17:57 main:574] : INFO : Epoch 1627 | loss: 0.0311788 | val_loss: 0.0311827 | Time: 3103.88 ms [2021-03-22 21:18:01 main:574] : INFO : Epoch 1628 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 3120.25 ms [2021-03-22 21:18:04 main:574] : INFO : Epoch 1629 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 3267.32 ms [2021-03-22 21:18:07 main:574] : INFO : Epoch 1630 | loss: 0.0311804 | val_loss: 0.0311837 | Time: 3101.79 ms [2021-03-22 21:18:10 main:574] : INFO : Epoch 1631 | loss: 0.0311806 | val_loss: 0.0311858 | Time: 3232.64 ms [2021-03-22 21:18:13 main:574] : INFO : Epoch 1632 | loss: 0.0311801 | val_loss: 0.0311841 | Time: 3211.04 ms [2021-03-22 21:18:17 main:574] : INFO : Epoch 1633 | loss: 0.0311823 | val_loss: 0.0311855 | Time: 3073.35 ms [2021-03-22 21:18:20 main:574] : INFO : Epoch 1634 | loss: 0.0311821 | val_loss: 0.0311799 | Time: 3184.88 ms [2021-03-22 21:18:23 main:574] : INFO : Epoch 1635 | loss: 0.0311817 | val_loss: 0.0311809 | Time: 3245.5 ms [2021-03-22 21:18:26 main:574] : INFO : Epoch 1636 | loss: 0.0311804 | val_loss: 0.0311803 | Time: 3121.73 ms [2021-03-22 21:18:29 main:574] : INFO : Epoch 1637 | loss: 0.0311796 | val_loss: 0.0311798 | Time: 3217.45 ms [2021-03-22 21:18:33 main:574] : INFO : Epoch 1638 | loss: 0.0311802 | val_loss: 0.0311789 | Time: 3122.76 ms [2021-03-22 21:18:36 main:574] : INFO : Epoch 1639 | loss: 0.0311824 | val_loss: 0.0311803 | Time: 3078.98 ms [2021-03-22 21:18:39 main:574] : INFO : Epoch 1640 | loss: 0.0311783 | val_loss: 0.0311805 | Time: 3317.18 ms [2021-03-22 21:18:42 main:574] : INFO : Epoch 1641 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 3143.41 ms [2021-03-22 21:18:45 main:574] : INFO : Epoch 1642 | loss: 0.031182 | val_loss: 0.0311807 | Time: 3063.04 ms [2021-03-22 21:18:49 main:574] : INFO : Epoch 1643 | loss: 0.0311822 | val_loss: 0.0311876 | Time: 3235.7 ms [2021-03-22 21:18:52 main:574] : INFO : Epoch 1644 | loss: 0.031182 | val_loss: 0.0311813 | Time: 3069.44 ms [2021-03-22 21:18:55 main:574] : INFO : Epoch 1645 | loss: 0.0311813 | val_loss: 0.0311863 | Time: 3233.08 ms [2021-03-22 21:18:58 main:574] : INFO : Epoch 1646 | loss: 0.0311867 | val_loss: 0.031189 | Time: 3233.85 ms [2021-03-22 21:19:01 main:574] : INFO : Epoch 1647 | loss: 0.031191 | val_loss: 0.0312084 | Time: 3121.47 ms [2021-03-22 21:19:05 main:574] : INFO : Epoch 1648 | loss: 0.0314822 | val_loss: 0.0320871 | Time: 3198.34 ms [2021-03-22 21:19:08 main:574] : INFO : Epoch 1649 | loss: 0.0526684 | val_loss: 0.0356789 | Time: 3239.89 ms [2021-03-22 21:19:11 main:574] : INFO : Epoch 1650 | loss: 0.0431522 | val_loss: 0.0324979 | Time: 3261.51 ms [2021-03-22 21:19:14 main:574] : INFO : Epoch 1651 | loss: 0.0328123 | val_loss: 0.031858 | Time: 3244.87 ms [2021-03-22 21:19:18 main:574] : INFO : Epoch 1652 | loss: 0.0314467 | val_loss: 0.0312708 | Time: 3175.93 ms [2021-03-22 21:19:21 main:574] : INFO : Epoch 1653 | loss: 0.0312809 | val_loss: 0.0312617 | Time: 3164.92 ms [2021-03-22 21:19:24 main:574] : INFO : Epoch 1654 | loss: 0.0312504 | val_loss: 0.0312438 | Time: 3093.61 ms [2021-03-22 21:19:27 main:574] : INFO : Epoch 1655 | loss: 0.0312395 | val_loss: 0.0312358 | Time: 3232.43 ms [2021-03-22 21:19:30 main:574] : INFO : Epoch 1656 | loss: 0.0312328 | val_loss: 0.0312295 | Time: 3106.25 ms [2021-03-22 21:19:34 main:574] : INFO : Epoch 1657 | loss: 0.0312265 | val_loss: 0.0312228 | Time: 3159.1 ms [2021-03-22 21:19:37 main:574] : INFO : Epoch 1658 | loss: 0.0312208 | val_loss: 0.0312172 | Time: 3189.21 ms [2021-03-22 21:19:40 main:574] : INFO : Epoch 1659 | loss: 0.0312155 | val_loss: 0.0312123 | Time: 3197.16 ms [2021-03-22 21:19:43 main:574] : INFO : Epoch 1660 | loss: 0.0312108 | val_loss: 0.031207 | Time: 3260.96 ms [2021-03-22 21:19:47 main:574] : INFO : Epoch 1661 | loss: 0.0312072 | val_loss: 0.0312036 | Time: 3266.16 ms [2021-03-22 21:19:50 main:574] : INFO : Epoch 1662 | loss: 0.0312042 | val_loss: 0.0312005 | Time: 3179.87 ms [2021-03-22 21:19:53 main:574] : INFO : Epoch 1663 | loss: 0.0312019 | val_loss: 0.0311999 | Time: 3212.76 ms [2021-03-22 21:19:56 main:574] : INFO : Epoch 1664 | loss: 0.0312 | val_loss: 0.0311973 | Time: 3119.35 ms [2021-03-22 21:19:59 main:574] : INFO : Epoch 1665 | loss: 0.0311984 | val_loss: 0.0311967 | Time: 3144.05 ms [2021-03-22 21:20:03 main:574] : INFO : Epoch 1666 | loss: 0.0311971 | val_loss: 0.0311929 | Time: 3290.13 ms [2021-03-22 21:20:06 main:574] : INFO : Epoch 1667 | loss: 0.0311935 | val_loss: 0.0311903 | Time: 3153.53 ms [2021-03-22 21:20:09 main:574] : INFO : Epoch 1668 | loss: 0.0311912 | val_loss: 0.0311894 | Time: 3117.47 ms [2021-03-22 21:20:12 main:574] : INFO : Epoch 1669 | loss: 0.0311903 | val_loss: 0.0311881 | Time: 3178.91 ms [2021-03-22 21:20:15 main:574] : INFO : Epoch 1670 | loss: 0.0311894 | val_loss: 0.0311886 | Time: 3085.53 ms [2021-03-22 21:20:19 main:574] : INFO : Epoch 1671 | loss: 0.0311899 | val_loss: 0.0311867 | Time: 3227.58 ms [2021-03-22 21:20:22 main:574] : INFO : Epoch 1672 | loss: 0.0311873 | val_loss: 0.0311862 | Time: 3236.47 ms [2021-03-22 21:20:25 main:574] : INFO : Epoch 1673 | loss: 0.0311869 | val_loss: 0.0311849 | Time: 3165.91 ms [2021-03-22 21:20:28 main:574] : INFO : Epoch 1674 | loss: 0.0311869 | val_loss: 0.0311846 | Time: 3338.77 ms [2021-03-22 21:20:32 main:574] : INFO : Epoch 1675 | loss: 0.0311865 | val_loss: 0.0311836 | Time: 3252.16 ms [2021-03-22 21:20:35 main:574] : INFO : Epoch 1676 | loss: 0.0311863 | val_loss: 0.0311837 | Time: 3118.6 ms [2021-03-22 21:20:38 main:574] : INFO : Epoch 1677 | loss: 0.0311855 | val_loss: 0.0311836 | Time: 3116.02 ms [2021-03-22 21:20:41 main:574] : INFO : Epoch 1678 | loss: 0.0311848 | val_loss: 0.0311836 | Time: 3163.49 ms [2021-03-22 21:20:44 main:574] : INFO : Epoch 1679 | loss: 0.0311847 | val_loss: 0.0311831 | Time: 3145.71 ms [2021-03-22 21:20:48 main:574] : INFO : Epoch 1680 | loss: 0.0311851 | val_loss: 0.031183 | Time: 3127.75 ms [2021-03-22 21:20:51 main:574] : INFO : Epoch 1681 | loss: 0.0311841 | val_loss: 0.031184 | Time: 3063.44 ms [2021-03-22 21:20:54 main:574] : INFO : Epoch 1682 | loss: 0.0311839 | val_loss: 0.0311836 | Time: 3152.12 ms [2021-03-22 21:20:57 main:574] : INFO : Epoch 1683 | loss: 0.031185 | val_loss: 0.0311849 | Time: 3302.73 ms [2021-03-22 21:21:00 main:574] : INFO : Epoch 1684 | loss: 0.0311834 | val_loss: 0.0311843 | Time: 3300.42 ms [2021-03-22 21:21:04 main:574] : INFO : Epoch 1685 | loss: 0.0311832 | val_loss: 0.0311839 | Time: 3259.19 ms [2021-03-22 21:21:07 main:574] : INFO : Epoch 1686 | loss: 0.0311827 | val_loss: 0.0311845 | Time: 3167.44 ms [2021-03-22 21:21:10 main:574] : INFO : Epoch 1687 | loss: 0.0311837 | val_loss: 0.0311831 | Time: 3209.35 ms [2021-03-22 21:21:13 main:574] : INFO : Epoch 1688 | loss: 0.0311823 | val_loss: 0.0311826 | Time: 3187.59 ms [2021-03-22 21:21:17 main:574] : INFO : Epoch 1689 | loss: 0.0311822 | val_loss: 0.031183 | Time: 3232.16 ms [2021-03-22 21:21:20 main:574] : INFO : Epoch 1690 | loss: 0.0311822 | val_loss: 0.0311825 | Time: 3132.9 ms [2021-03-22 21:21:23 main:574] : INFO : Epoch 1691 | loss: 0.0311816 | val_loss: 0.0311823 | Time: 3161.3 ms [2021-03-22 21:21:26 main:574] : INFO : Epoch 1692 | loss: 0.031182 | val_loss: 0.0311832 | Time: 3110.83 ms [2021-03-22 21:21:30 main:574] : INFO : Epoch 1693 | loss: 0.0311825 | val_loss: 0.0311822 | Time: 3276.4 ms [2021-03-22 21:21:33 main:574] : INFO : Epoch 1694 | loss: 0.0311822 | val_loss: 0.0311838 | Time: 3081.15 ms [2021-03-22 21:21:36 main:574] : INFO : Epoch 1695 | loss: 0.0311816 | val_loss: 0.0311831 | Time: 3194.93 ms [2021-03-22 21:21:39 main:574] : INFO : Epoch 1696 | loss: 0.031181 | val_loss: 0.0311834 | Time: 3240.54 ms [2021-03-22 21:21:42 main:574] : INFO : Epoch 1697 | loss: 0.0311808 | val_loss: 0.0311829 | Time: 3170.68 ms [2021-03-22 21:21:45 main:574] : INFO : Epoch 1698 | loss: 0.0311807 | val_loss: 0.0311824 | Time: 3089.11 ms [2021-03-22 21:21:49 main:574] : INFO : Epoch 1699 | loss: 0.0311805 | val_loss: 0.0311819 | Time: 3123.49 ms [2021-03-22 21:21:52 main:574] : INFO : Epoch 1700 | loss: 0.0311803 | val_loss: 0.0311815 | Time: 3233.32 ms [2021-03-22 21:21:55 main:574] : INFO : Epoch 1701 | loss: 0.0311806 | val_loss: 0.0311811 | Time: 3230.14 ms [2021-03-22 21:21:58 main:574] : INFO : Epoch 1702 | loss: 0.0311801 | val_loss: 0.0311811 | Time: 3266.56 ms [2021-03-22 21:22:02 main:574] : INFO : Epoch 1703 | loss: 0.0311801 | val_loss: 0.0311814 | Time: 3240.27 ms [2021-03-22 21:22:05 main:574] : INFO : Epoch 1704 | loss: 0.0311802 | val_loss: 0.0311805 | Time: 3190.68 ms [2021-03-22 21:22:08 main:574] : INFO : Epoch 1705 | loss: 0.0311799 | val_loss: 0.031181 | Time: 3227.51 ms [2021-03-22 21:22:11 main:574] : INFO : Epoch 1706 | loss: 0.0311812 | val_loss: 0.0311812 | Time: 3170.68 ms [2021-03-22 21:22:15 main:574] : INFO : Epoch 1707 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 3172.78 ms [2021-03-22 21:22:18 main:574] : INFO : Epoch 1708 | loss: 0.0311799 | val_loss: 0.0311802 | Time: 3170.08 ms [2021-03-22 21:22:21 main:574] : INFO : Epoch 1709 | loss: 0.0311796 | val_loss: 0.0311808 | Time: 3080.74 ms [2021-03-22 21:22:24 main:574] : INFO : Epoch 1710 | loss: 0.0311794 | val_loss: 0.0311812 | Time: 3062.32 ms [2021-03-22 21:22:27 main:574] : INFO : Epoch 1711 | loss: 0.0311795 | val_loss: 0.0311819 | Time: 3258.65 ms [2021-03-22 21:22:30 main:574] : INFO : Epoch 1712 | loss: 0.0311788 | val_loss: 0.0311812 | Time: 3226.79 ms [2021-03-22 21:22:34 main:574] : INFO : Epoch 1713 | loss: 0.031179 | val_loss: 0.0311824 | Time: 3167.99 ms [2021-03-22 21:22:37 main:574] : INFO : Epoch 1714 | loss: 0.0311808 | val_loss: 0.0311811 | Time: 3243.91 ms [2021-03-22 21:22:40 main:574] : INFO : Epoch 1715 | loss: 0.0311797 | val_loss: 0.03118 | Time: 3170.34 ms [2021-03-22 21:22:43 main:574] : INFO : Epoch 1716 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 3218.7 ms [2021-03-22 21:22:47 main:574] : INFO : Epoch 1717 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 3186.82 ms [2021-03-22 21:22:50 main:574] : INFO : Epoch 1718 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 3218.62 ms [2021-03-22 21:22:53 main:574] : INFO : Epoch 1719 | loss: 0.0311781 | val_loss: 0.0311803 | Time: 3084.48 ms [2021-03-22 21:22:56 main:574] : INFO : Epoch 1720 | loss: 0.0311781 | val_loss: 0.0311796 | Time: 3324.45 ms [2021-03-22 21:23:00 main:574] : INFO : Epoch 1721 | loss: 0.0311784 | val_loss: 0.0311792 | Time: 3213.25 ms [2021-03-22 21:23:03 main:574] : INFO : Epoch 1722 | loss: 0.0311781 | val_loss: 0.0311795 | Time: 3158.29 ms [2021-03-22 21:23:06 main:574] : INFO : Epoch 1723 | loss: 0.031178 | val_loss: 0.0311801 | Time: 3318.76 ms [2021-03-22 21:23:09 main:574] : INFO : Epoch 1724 | loss: 0.0311776 | val_loss: 0.0311801 | Time: 3154.57 ms [2021-03-22 21:23:12 main:574] : INFO : Epoch 1725 | loss: 0.0311774 | val_loss: 0.0311797 | Time: 3118.15 ms [2021-03-22 21:23:16 main:574] : INFO : Epoch 1726 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 3136.85 ms [2021-03-22 21:23:19 main:574] : INFO : Epoch 1727 | loss: 0.0311781 | val_loss: 0.0311801 | Time: 3221.56 ms [2021-03-22 21:23:22 main:574] : INFO : Epoch 1728 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 3276.04 ms [2021-03-22 21:23:25 main:574] : INFO : Epoch 1729 | loss: 0.0311769 | val_loss: 0.0311797 | Time: 3149.02 ms [2021-03-22 21:23:29 main:574] : INFO : Epoch 1730 | loss: 0.031177 | val_loss: 0.0311805 | Time: 3262.27 ms [2021-03-22 21:23:32 main:574] : INFO : Epoch 1731 | loss: 0.0311766 | val_loss: 0.0311797 | Time: 3208.22 ms [2021-03-22 21:23:35 main:574] : INFO : Epoch 1732 | loss: 0.0311769 | val_loss: 0.0311798 | Time: 3182.67 ms [2021-03-22 21:23:38 main:574] : INFO : Epoch 1733 | loss: 0.0311766 | val_loss: 0.0311799 | Time: 3307.54 ms [2021-03-22 21:23:42 main:574] : INFO : Epoch 1734 | loss: 0.0311768 | val_loss: 0.03118 | Time: 3184.85 ms [2021-03-22 21:23:45 main:574] : INFO : Epoch 1735 | loss: 0.0311768 | val_loss: 0.0311815 | Time: 3176.81 ms [2021-03-22 21:23:48 main:574] : INFO : Epoch 1736 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 3267.18 ms [2021-03-22 21:23:51 main:574] : INFO : Epoch 1737 | loss: 0.031176 | val_loss: 0.0311796 | Time: 3140.93 ms [2021-03-22 21:23:55 main:574] : INFO : Epoch 1738 | loss: 0.0311762 | val_loss: 0.0311799 | Time: 3194.2 ms [2021-03-22 21:23:58 main:574] : INFO : Epoch 1739 | loss: 0.0311769 | val_loss: 0.0311801 | Time: 3244.13 ms [2021-03-22 21:24:01 main:574] : INFO : Epoch 1740 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 3298.33 ms [2021-03-22 21:24:05 main:574] : INFO : Epoch 1741 | loss: 0.0311762 | val_loss: 0.03118 | Time: 3333.39 ms [2021-03-22 21:24:08 main:574] : INFO : Epoch 1742 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 3172.48 ms [2021-03-22 21:24:11 main:574] : INFO : Epoch 1743 | loss: 0.0311779 | val_loss: 0.0311801 | Time: 3201.76 ms [2021-03-22 21:24:14 main:574] : INFO : Epoch 1744 | loss: 0.0311863 | val_loss: 0.0311814 | Time: 3266.63 ms [2021-03-22 21:24:18 main:574] : INFO : Epoch 1745 | loss: 0.0311864 | val_loss: 0.0311799 | Time: 3168.14 ms [2021-03-22 21:24:21 main:574] : INFO : Epoch 1746 | loss: 0.0311848 | val_loss: 0.0311792 | Time: 3184.39 ms [2021-03-22 21:24:24 main:574] : INFO : Epoch 1747 | loss: 0.0311833 | val_loss: 0.0311777 | Time: 3147.92 ms [2021-03-22 21:24:27 main:574] : INFO : Epoch 1748 | loss: 0.0311814 | val_loss: 0.0311772 | Time: 3229.65 ms [2021-03-22 21:24:30 main:574] : INFO : Epoch 1749 | loss: 0.0311806 | val_loss: 0.0311773 | Time: 3262.79 ms [2021-03-22 21:24:34 main:574] : INFO : Epoch 1750 | loss: 0.0311797 | val_loss: 0.0311769 | Time: 3176.92 ms [2021-03-22 21:24:37 main:574] : INFO : Epoch 1751 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 3151.26 ms [2021-03-22 21:24:40 main:574] : INFO : Epoch 1752 | loss: 0.0311794 | val_loss: 0.031177 | Time: 3057.73 ms [2021-03-22 21:24:43 main:574] : INFO : Epoch 1753 | loss: 0.031179 | val_loss: 0.0311779 | Time: 3160.18 ms [2021-03-22 21:24:46 main:574] : INFO : Epoch 1754 | loss: 0.0311786 | val_loss: 0.0311779 | Time: 3164.82 ms [2021-03-22 21:24:50 main:574] : INFO : Epoch 1755 | loss: 0.031179 | val_loss: 0.0311771 | Time: 3187.49 ms [2021-03-22 21:24:53 main:574] : INFO : Epoch 1756 | loss: 0.0311795 | val_loss: 0.0311764 | Time: 3217.04 ms [2021-03-22 21:24:56 main:574] : INFO : Epoch 1757 | loss: 0.0311787 | val_loss: 0.0311747 | Time: 3155.35 ms [2021-03-22 21:24:59 main:574] : INFO : Epoch 1758 | loss: 0.0311792 | val_loss: 0.0311747 | Time: 3129.87 ms [2021-03-22 21:25:02 main:574] : INFO : Epoch 1759 | loss: 0.0311803 | val_loss: 0.0311768 | Time: 3229.55 ms [2021-03-22 21:25:06 main:574] : INFO : Epoch 1760 | loss: 0.0311794 | val_loss: 0.0311752 | Time: 3117.04 ms [2021-03-22 21:25:09 main:574] : INFO : Epoch 1761 | loss: 0.0311793 | val_loss: 0.0311755 | Time: 3216.92 ms [2021-03-22 21:25:12 main:574] : INFO : Epoch 1762 | loss: 0.0311778 | val_loss: 0.0311741 | Time: 3190.24 ms [2021-03-22 21:25:15 main:574] : INFO : Epoch 1763 | loss: 0.0311781 | val_loss: 0.0311734 | Time: 3172.11 ms [2021-03-22 21:25:18 main:574] : INFO : Epoch 1764 | loss: 0.031177 | val_loss: 0.0311731 | Time: 3204.68 ms [2021-03-22 21:25:22 main:574] : INFO : Epoch 1765 | loss: 0.0311772 | val_loss: 0.0311758 | Time: 3222.75 ms [2021-03-22 21:25:25 main:574] : INFO : Epoch 1766 | loss: 0.0311781 | val_loss: 0.0311761 | Time: 3196.24 ms [2021-03-22 21:25:28 main:574] : INFO : Epoch 1767 | loss: 0.0311769 | val_loss: 0.0311735 | Time: 3225.2 ms [2021-03-22 21:25:31 main:574] : INFO : Epoch 1768 | loss: 0.0311764 | val_loss: 0.0311726 | Time: 3186.15 ms [2021-03-22 21:25:35 main:574] : INFO : Epoch 1769 | loss: 0.0311774 | val_loss: 0.0311726 | Time: 3266.41 ms [2021-03-22 21:25:38 main:574] : INFO : Epoch 1770 | loss: 0.0311779 | val_loss: 0.0311723 | Time: 3155.76 ms [2021-03-22 21:25:41 main:574] : INFO : Epoch 1771 | loss: 0.0311789 | val_loss: 0.0311723 | Time: 2968.87 ms [2021-03-22 21:25:44 main:574] : INFO : Epoch 1772 | loss: 0.031177 | val_loss: 0.0311729 | Time: 3267.79 ms [2021-03-22 21:25:47 main:574] : INFO : Epoch 1773 | loss: 0.0311784 | val_loss: 0.0311749 | Time: 3176.12 ms [2021-03-22 21:25:51 main:574] : INFO : Epoch 1774 | loss: 0.0311798 | val_loss: 0.0311766 | Time: 3182.26 ms [2021-03-22 21:25:54 main:574] : INFO : Epoch 1775 | loss: 0.0312003 | val_loss: 0.0312055 | Time: 3185.35 ms [2021-03-22 21:25:57 main:574] : INFO : Epoch 1776 | loss: 0.0312121 | val_loss: 0.031207 | Time: 3147.28 ms [2021-03-22 21:26:00 main:574] : INFO : Epoch 1777 | loss: 0.0312079 | val_loss: 0.0312079 | Time: 3220.26 ms [2021-03-22 21:26:04 main:574] : INFO : Epoch 1778 | loss: 0.031207 | val_loss: 0.0312056 | Time: 3208.5 ms [2021-03-22 21:26:07 main:574] : INFO : Epoch 1779 | loss: 0.0312033 | val_loss: 0.0312053 | Time: 3314.46 ms [2021-03-22 21:26:10 main:574] : INFO : Epoch 1780 | loss: 0.0312026 | val_loss: 0.0312006 | Time: 3113.37 ms [2021-03-22 21:26:13 main:574] : INFO : Epoch 1781 | loss: 0.0311998 | val_loss: 0.0311986 | Time: 3271.13 ms [2021-03-22 21:26:16 main:574] : INFO : Epoch 1782 | loss: 0.0311966 | val_loss: 0.0311949 | Time: 3111.44 ms [2021-03-22 21:26:20 main:574] : INFO : Epoch 1783 | loss: 0.0311943 | val_loss: 0.0311937 | Time: 3165.46 ms [2021-03-22 21:26:23 main:574] : INFO : Epoch 1784 | loss: 0.0311929 | val_loss: 0.0311929 | Time: 3061.72 ms [2021-03-22 21:26:26 main:574] : INFO : Epoch 1785 | loss: 0.0311914 | val_loss: 0.0311922 | Time: 3225.54 ms [2021-03-22 21:26:29 main:574] : INFO : Epoch 1786 | loss: 0.0311909 | val_loss: 0.0311913 | Time: 3198.6 ms [2021-03-22 21:26:32 main:574] : INFO : Epoch 1787 | loss: 0.0311904 | val_loss: 0.0311907 | Time: 3177.93 ms [2021-03-22 21:26:36 main:574] : INFO : Epoch 1788 | loss: 0.03119 | val_loss: 0.0311906 | Time: 3227.24 ms [2021-03-22 21:26:39 main:574] : INFO : Epoch 1789 | loss: 0.03119 | val_loss: 0.0311928 | Time: 3202.22 ms [2021-03-22 21:26:42 main:574] : INFO : Epoch 1790 | loss: 0.0311904 | val_loss: 0.0311905 | Time: 3165.24 ms [2021-03-22 21:26:45 main:574] : INFO : Epoch 1791 | loss: 0.0311891 | val_loss: 0.0311894 | Time: 3254.57 ms [2021-03-22 21:26:49 main:574] : INFO : Epoch 1792 | loss: 0.031188 | val_loss: 0.0311903 | Time: 3258.54 ms [2021-03-22 21:26:52 main:574] : INFO : Epoch 1793 | loss: 0.0311877 | val_loss: 0.0311898 | Time: 3182.37 ms [2021-03-22 21:26:55 main:574] : INFO : Epoch 1794 | loss: 0.0311876 | val_loss: 0.0311903 | Time: 3203.24 ms [2021-03-22 21:26:58 main:574] : INFO : Epoch 1795 | loss: 0.0311883 | val_loss: 0.0311897 | Time: 3302.51 ms [2021-03-22 21:27:02 main:574] : INFO : Epoch 1796 | loss: 0.0311885 | val_loss: 0.0311923 | Time: 3187.62 ms [2021-03-22 21:27:05 main:574] : INFO : Epoch 1797 | loss: 0.031188 | val_loss: 0.0311901 | Time: 3219.77 ms [2021-03-22 21:27:08 main:574] : INFO : Epoch 1798 | loss: 0.0311886 | val_loss: 0.0311906 | Time: 3207.41 ms [2021-03-22 21:27:11 main:574] : INFO : Epoch 1799 | loss: 0.0311869 | val_loss: 0.03119 | Time: 3164.74 ms [2021-03-22 21:27:15 main:574] : INFO : Epoch 1800 | loss: 0.0311863 | val_loss: 0.0311903 | Time: 3246.79 ms [2021-03-22 21:27:18 main:574] : INFO : Epoch 1801 | loss: 0.0311868 | val_loss: 0.0311897 | Time: 3214.91 ms [2021-03-22 21:27:21 main:574] : INFO : Epoch 1802 | loss: 0.0311858 | val_loss: 0.0311893 | Time: 3215.49 ms [2021-03-22 21:27:24 main:574] : INFO : Epoch 1803 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 3234.05 ms [2021-03-22 21:27:28 main:574] : INFO : Epoch 1804 | loss: 0.0311862 | val_loss: 0.0311905 | Time: 3253.62 ms [2021-03-22 21:27:31 main:574] : INFO : Epoch 1805 | loss: 0.0311857 | val_loss: 0.0311898 | Time: 3200.84 ms [2021-03-22 21:27:34 main:574] : INFO : Epoch 1806 | loss: 0.0311854 | val_loss: 0.0311895 | Time: 3132.59 ms [2021-03-22 21:27:37 main:574] : INFO : Epoch 1807 | loss: 0.0311853 | val_loss: 0.0311889 | Time: 3197.14 ms [2021-03-22 21:27:41 main:574] : INFO : Epoch 1808 | loss: 0.0311856 | val_loss: 0.0311893 | Time: 3202.84 ms [2021-03-22 21:27:44 main:574] : INFO : Epoch 1809 | loss: 0.0311847 | val_loss: 0.0311869 | Time: 3230.9 ms [2021-03-22 21:27:47 main:574] : INFO : Epoch 1810 | loss: 0.0311856 | val_loss: 0.0311866 | Time: 3264.38 ms [2021-03-22 21:27:50 main:574] : INFO : Epoch 1811 | loss: 0.0311843 | val_loss: 0.0311878 | Time: 3164.12 ms [2021-03-22 21:27:54 main:574] : INFO : Epoch 1812 | loss: 0.0311839 | val_loss: 0.0311893 | Time: 3188.92 ms [2021-03-22 21:27:57 main:574] : INFO : Epoch 1813 | loss: 0.0311835 | val_loss: 0.0311878 | Time: 3234.44 ms [2021-03-22 21:28:00 main:574] : INFO : Epoch 1814 | loss: 0.0311838 | val_loss: 0.0311857 | Time: 3256.06 ms [2021-03-22 21:28:03 main:574] : INFO : Epoch 1815 | loss: 0.0311825 | val_loss: 0.0311864 | Time: 3194.29 ms [2021-03-22 21:28:07 main:574] : INFO : Epoch 1816 | loss: 0.0311823 | val_loss: 0.0311882 | Time: 3189.66 ms [2021-03-22 21:28:10 main:574] : INFO : Epoch 1817 | loss: 0.031182 | val_loss: 0.0311866 | Time: 3113.32 ms [2021-03-22 21:28:13 main:574] : INFO : Epoch 1818 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 3110.32 ms [2021-03-22 21:28:16 main:574] : INFO : Epoch 1819 | loss: 0.0311815 | val_loss: 0.031185 | Time: 3215.6 ms [2021-03-22 21:28:19 main:574] : INFO : Epoch 1820 | loss: 0.0311821 | val_loss: 0.0311846 | Time: 3131.77 ms [2021-03-22 21:28:23 main:574] : INFO : Epoch 1821 | loss: 0.0311821 | val_loss: 0.0311854 | Time: 3224.88 ms [2021-03-22 21:28:26 main:574] : INFO : Epoch 1822 | loss: 0.0311821 | val_loss: 0.0311862 | Time: 3242.4 ms [2021-03-22 21:28:29 main:574] : INFO : Epoch 1823 | loss: 0.031182 | val_loss: 0.0311853 | Time: 3231.38 ms [2021-03-22 21:28:32 main:574] : INFO : Epoch 1824 | loss: 0.0311815 | val_loss: 0.0311853 | Time: 3162.92 ms [2021-03-22 21:28:36 main:574] : INFO : Epoch 1825 | loss: 0.0311818 | val_loss: 0.0311862 | Time: 3303.79 ms [2021-03-22 21:28:39 main:574] : INFO : Epoch 1826 | loss: 0.0311811 | val_loss: 0.0311861 | Time: 3190.86 ms [2021-03-22 21:28:42 main:574] : INFO : Epoch 1827 | loss: 0.031182 | val_loss: 0.0311891 | Time: 3183.96 ms [2021-03-22 21:28:45 main:574] : INFO : Epoch 1828 | loss: 0.031182 | val_loss: 0.0311834 | Time: 3157.57 ms [2021-03-22 21:28:48 main:574] : INFO : Epoch 1829 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 3245.3 ms [2021-03-22 21:28:52 main:574] : INFO : Epoch 1830 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 3219.4 ms [2021-03-22 21:28:55 main:574] : INFO : Epoch 1831 | loss: 0.0311787 | val_loss: 0.0311823 | Time: 3258.62 ms [2021-03-22 21:28:58 main:574] : INFO : Epoch 1832 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 3198.12 ms [2021-03-22 21:29:01 main:574] : INFO : Epoch 1833 | loss: 0.0311777 | val_loss: 0.0311829 | Time: 3154.37 ms [2021-03-22 21:29:05 main:574] : INFO : Epoch 1834 | loss: 0.0311787 | val_loss: 0.0311819 | Time: 3199.04 ms [2021-03-22 21:29:08 main:574] : INFO : Epoch 1835 | loss: 0.031179 | val_loss: 0.0311815 | Time: 3239.17 ms [2021-03-22 21:29:11 main:574] : INFO : Epoch 1836 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 3248.13 ms [2021-03-22 21:29:14 main:574] : INFO : Epoch 1837 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 3246.01 ms [2021-03-22 21:29:18 main:574] : INFO : Epoch 1838 | loss: 0.0311779 | val_loss: 0.0311821 | Time: 3194.52 ms [2021-03-22 21:29:21 main:574] : INFO : Epoch 1839 | loss: 0.0311784 | val_loss: 0.0311802 | Time: 3123.1 ms [2021-03-22 21:29:24 main:574] : INFO : Epoch 1840 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 3218.33 ms [2021-03-22 21:29:27 main:574] : INFO : Epoch 1841 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 3117.83 ms [2021-03-22 21:29:30 main:574] : INFO : Epoch 1842 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 3210.02 ms [2021-03-22 21:29:34 main:574] : INFO : Epoch 1843 | loss: 0.0311758 | val_loss: 0.0311795 | Time: 3180.09 ms [2021-03-22 21:29:37 main:574] : INFO : Epoch 1844 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 3223.09 ms [2021-03-22 21:29:40 main:574] : INFO : Epoch 1845 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 3291.77 ms [2021-03-22 21:29:43 main:574] : INFO : Epoch 1846 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 3204.22 ms [2021-03-22 21:29:47 main:574] : INFO : Epoch 1847 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 3198.34 ms [2021-03-22 21:29:50 main:574] : INFO : Epoch 1848 | loss: 0.0311747 | val_loss: 0.0311804 | Time: 3109.77 ms [2021-03-22 21:29:53 main:574] : INFO : Epoch 1849 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 3185.17 ms [2021-03-22 21:29:56 main:574] : INFO : Epoch 1850 | loss: 0.0311761 | val_loss: 0.0311799 | Time: 3252.97 ms [2021-03-22 21:30:00 main:574] : INFO : Epoch 1851 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 3267.83 ms [2021-03-22 21:30:03 main:574] : INFO : Epoch 1852 | loss: 0.0311763 | val_loss: 0.0311795 | Time: 3173.91 ms [2021-03-22 21:30:06 main:574] : INFO : Epoch 1853 | loss: 0.031177 | val_loss: 0.031186 | Time: 3087.81 ms [2021-03-22 21:30:09 main:574] : INFO : Epoch 1854 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 3138.77 ms [2021-03-22 21:30:12 main:574] : INFO : Epoch 1855 | loss: 0.0311762 | val_loss: 0.0311792 | Time: 3086.25 ms [2021-03-22 21:30:15 main:574] : INFO : Epoch 1856 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 3147.56 ms [2021-03-22 21:30:19 main:574] : INFO : Epoch 1857 | loss: 0.0311805 | val_loss: 0.0311798 | Time: 3227.58 ms [2021-03-22 21:30:22 main:574] : INFO : Epoch 1858 | loss: 0.0311776 | val_loss: 0.0311783 | Time: 3156.69 ms [2021-03-22 21:30:25 main:574] : INFO : Epoch 1859 | loss: 0.031177 | val_loss: 0.0311774 | Time: 3169.12 ms [2021-03-22 21:30:28 main:574] : INFO : Epoch 1860 | loss: 0.031177 | val_loss: 0.0311781 | Time: 3170.9 ms [2021-03-22 21:30:31 main:574] : INFO : Epoch 1861 | loss: 0.0311785 | val_loss: 0.031177 | Time: 3156.09 ms [2021-03-22 21:30:35 main:574] : INFO : Epoch 1862 | loss: 0.0311771 | val_loss: 0.0311772 | Time: 3256.37 ms [2021-03-22 21:30:38 main:574] : INFO : Epoch 1863 | loss: 0.0311758 | val_loss: 0.0311771 | Time: 3222.94 ms [2021-03-22 21:30:41 main:574] : INFO : Epoch 1864 | loss: 0.0311748 | val_loss: 0.0311768 | Time: 3192.51 ms [2021-03-22 21:30:44 main:574] : INFO : Epoch 1865 | loss: 0.0311746 | val_loss: 0.0311771 | Time: 3206.51 ms [2021-03-22 21:30:48 main:574] : INFO : Epoch 1866 | loss: 0.0311754 | val_loss: 0.0311795 | Time: 3190.98 ms [2021-03-22 21:30:51 main:574] : INFO : Epoch 1867 | loss: 0.0311763 | val_loss: 0.0311772 | Time: 3216.27 ms [2021-03-22 21:30:54 main:574] : INFO : Epoch 1868 | loss: 0.0311749 | val_loss: 0.0311805 | Time: 3107.35 ms [2021-03-22 21:30:57 main:574] : INFO : Epoch 1869 | loss: 0.0311831 | val_loss: 0.0311829 | Time: 3275.57 ms [2021-03-22 21:31:01 main:574] : INFO : Epoch 1870 | loss: 0.0311826 | val_loss: 0.0311812 | Time: 3182.06 ms [2021-03-22 21:31:04 main:574] : INFO : Epoch 1871 | loss: 0.0311815 | val_loss: 0.031181 | Time: 3224.36 ms [2021-03-22 21:31:07 main:574] : INFO : Epoch 1872 | loss: 0.0311807 | val_loss: 0.0311806 | Time: 3306.4 ms [2021-03-22 21:31:11 main:574] : INFO : Epoch 1873 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 3294.7 ms [2021-03-22 21:31:14 main:574] : INFO : Epoch 1874 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 3235.37 ms [2021-03-22 21:31:17 main:574] : INFO : Epoch 1875 | loss: 0.0311772 | val_loss: 0.0311799 | Time: 3282.4 ms [2021-03-22 21:31:20 main:574] : INFO : Epoch 1876 | loss: 0.0311768 | val_loss: 0.0311782 | Time: 3211.99 ms [2021-03-22 21:31:24 main:574] : INFO : Epoch 1877 | loss: 0.0311767 | val_loss: 0.0311784 | Time: 3240.66 ms [2021-03-22 21:31:27 main:574] : INFO : Epoch 1878 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 3169.43 ms [2021-03-22 21:31:30 main:574] : INFO : Epoch 1879 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 3199.54 ms [2021-03-22 21:31:33 main:574] : INFO : Epoch 1880 | loss: 0.031177 | val_loss: 0.0311786 | Time: 3300.4 ms [2021-03-22 21:31:37 main:574] : INFO : Epoch 1881 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 3172.98 ms [2021-03-22 21:31:40 main:574] : INFO : Epoch 1882 | loss: 0.0311751 | val_loss: 0.0311781 | Time: 3149.82 ms [2021-03-22 21:31:43 main:574] : INFO : Epoch 1883 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 3101.5 ms [2021-03-22 21:31:46 main:574] : INFO : Epoch 1884 | loss: 0.031175 | val_loss: 0.0311781 | Time: 3251.43 ms [2021-03-22 21:31:50 main:574] : INFO : Epoch 1885 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 3314.6 ms [2021-03-22 21:31:53 main:574] : INFO : Epoch 1886 | loss: 0.031175 | val_loss: 0.0311802 | Time: 3285.55 ms [2021-03-22 21:31:56 main:574] : INFO : Epoch 1887 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 3255.07 ms [2021-03-22 21:31:59 main:574] : INFO : Epoch 1888 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 3237.01 ms [2021-03-22 21:32:03 main:574] : INFO : Epoch 1889 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 3119.39 ms [2021-03-22 21:32:06 main:574] : INFO : Epoch 1890 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 3180.18 ms [2021-03-22 21:32:09 main:574] : INFO : Epoch 1891 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 3145.43 ms [2021-03-22 21:32:12 main:574] : INFO : Epoch 1892 | loss: 0.031174 | val_loss: 0.0311797 | Time: 3294.06 ms [2021-03-22 21:32:15 main:574] : INFO : Epoch 1893 | loss: 0.0311737 | val_loss: 0.0311771 | Time: 3170.47 ms [2021-03-22 21:32:19 main:574] : INFO : Epoch 1894 | loss: 0.031173 | val_loss: 0.0311766 | Time: 3227.17 ms [2021-03-22 21:32:22 main:574] : INFO : Epoch 1895 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 3072.79 ms [2021-03-22 21:32:25 main:574] : INFO : Epoch 1896 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 3295.19 ms [2021-03-22 21:32:28 main:574] : INFO : Epoch 1897 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 3207.94 ms [2021-03-22 21:32:32 main:574] : INFO : Epoch 1898 | loss: 0.031174 | val_loss: 0.0311783 | Time: 3184.93 ms [2021-03-22 21:32:35 main:574] : INFO : Epoch 1899 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 3225.03 ms [2021-03-22 21:32:38 main:574] : INFO : Epoch 1900 | loss: 0.0311728 | val_loss: 0.0311779 | Time: 3260.76 ms [2021-03-22 21:32:41 main:574] : INFO : Epoch 1901 | loss: 0.0311734 | val_loss: 0.0311825 | Time: 3176.98 ms [2021-03-22 21:32:45 main:574] : INFO : Epoch 1902 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 3249.67 ms [2021-03-22 21:32:48 main:574] : INFO : Epoch 1903 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 3236.08 ms [2021-03-22 21:32:51 main:574] : INFO : Epoch 1904 | loss: 0.0311751 | val_loss: 0.0311768 | Time: 3310.14 ms [2021-03-22 21:32:54 main:574] : INFO : Epoch 1905 | loss: 0.0311743 | val_loss: 0.0311831 | Time: 3196.69 ms [2021-03-22 21:32:58 main:574] : INFO : Epoch 1906 | loss: 0.0311756 | val_loss: 0.0311777 | Time: 3218.24 ms [2021-03-22 21:33:01 main:574] : INFO : Epoch 1907 | loss: 0.031175 | val_loss: 0.031185 | Time: 3311.22 ms [2021-03-22 21:33:04 main:574] : INFO : Epoch 1908 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 3142.52 ms [2021-03-22 21:33:07 main:574] : INFO : Epoch 1909 | loss: 0.0311728 | val_loss: 0.0311781 | Time: 3083.09 ms [2021-03-22 21:33:10 main:574] : INFO : Epoch 1910 | loss: 0.0311726 | val_loss: 0.031177 | Time: 3147.12 ms [2021-03-22 21:33:14 main:574] : INFO : Epoch 1911 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 3174.31 ms [2021-03-22 21:33:17 main:574] : INFO : Epoch 1912 | loss: 0.0311737 | val_loss: 0.0311781 | Time: 3138.65 ms [2021-03-22 21:33:20 main:574] : INFO : Epoch 1913 | loss: 0.031173 | val_loss: 0.0311778 | Time: 3151.77 ms [2021-03-22 21:33:23 main:574] : INFO : Epoch 1914 | loss: 0.0311729 | val_loss: 0.0311818 | Time: 3353.71 ms [2021-03-22 21:33:27 main:574] : INFO : Epoch 1915 | loss: 0.0311743 | val_loss: 0.0311775 | Time: 3284.49 ms [2021-03-22 21:33:30 main:574] : INFO : Epoch 1916 | loss: 0.0311745 | val_loss: 0.0311768 | Time: 3232.09 ms [2021-03-22 21:33:33 main:574] : INFO : Epoch 1917 | loss: 0.0311761 | val_loss: 0.0311798 | Time: 3137.73 ms [2021-03-22 21:33:36 main:574] : INFO : Epoch 1918 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 3239.52 ms [2021-03-22 21:33:40 main:574] : INFO : Epoch 1919 | loss: 0.0311753 | val_loss: 0.0311766 | Time: 3263.3 ms [2021-03-22 21:33:43 main:574] : INFO : Epoch 1920 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 3218.94 ms [2021-03-22 21:33:46 main:574] : INFO : Epoch 1921 | loss: 0.0311735 | val_loss: 0.0311758 | Time: 3202.39 ms [2021-03-22 21:33:49 main:574] : INFO : Epoch 1922 | loss: 0.0311733 | val_loss: 0.0311754 | Time: 3107.25 ms [2021-03-22 21:33:53 main:574] : INFO : Epoch 1923 | loss: 0.0311733 | val_loss: 0.0311755 | Time: 3282.89 ms [2021-03-22 21:33:56 main:574] : INFO : Epoch 1924 | loss: 0.031173 | val_loss: 0.0311786 | Time: 3176.96 ms [2021-03-22 21:33:59 main:574] : INFO : Epoch 1925 | loss: 0.0311724 | val_loss: 0.0311762 | Time: 3143.99 ms [2021-03-22 21:34:02 main:574] : INFO : Epoch 1926 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 3148.3 ms [2021-03-22 21:34:05 main:574] : INFO : Epoch 1927 | loss: 0.0311738 | val_loss: 0.031177 | Time: 3109.51 ms [2021-03-22 21:34:09 main:574] : INFO : Epoch 1928 | loss: 0.031173 | val_loss: 0.0311769 | Time: 3170.32 ms [2021-03-22 21:34:12 main:574] : INFO : Epoch 1929 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 3184.15 ms [2021-03-22 21:34:15 main:574] : INFO : Epoch 1930 | loss: 0.0311739 | val_loss: 0.0311799 | Time: 3170.03 ms [2021-03-22 21:34:18 main:574] : INFO : Epoch 1931 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 3284.16 ms [2021-03-22 21:34:22 main:574] : INFO : Epoch 1932 | loss: 0.0311736 | val_loss: 0.0311754 | Time: 3270.84 ms [2021-03-22 21:34:25 main:574] : INFO : Epoch 1933 | loss: 0.0311718 | val_loss: 0.0311785 | Time: 3236.66 ms [2021-03-22 21:34:28 main:574] : INFO : Epoch 1934 | loss: 0.0311745 | val_loss: 0.0311763 | Time: 3335.67 ms [2021-03-22 21:34:31 main:574] : INFO : Epoch 1935 | loss: 0.0311727 | val_loss: 0.0311799 | Time: 3121.89 ms [2021-03-22 21:34:35 main:574] : INFO : Epoch 1936 | loss: 0.0311723 | val_loss: 0.0311784 | Time: 3297.46 ms [2021-03-22 21:34:38 main:574] : INFO : Epoch 1937 | loss: 0.0311734 | val_loss: 0.031178 | Time: 3155.14 ms [2021-03-22 21:34:41 main:574] : INFO : Epoch 1938 | loss: 0.0311731 | val_loss: 0.0311771 | Time: 3234.71 ms [2021-03-22 21:34:44 main:574] : INFO : Epoch 1939 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 3130 ms [2021-03-22 21:34:48 main:574] : INFO : Epoch 1940 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 3182.29 ms [2021-03-22 21:34:51 main:574] : INFO : Epoch 1941 | loss: 0.031172 | val_loss: 0.0311794 | Time: 3138.6 ms [2021-03-22 21:34:54 main:574] : INFO : Epoch 1942 | loss: 0.0311716 | val_loss: 0.0311774 | Time: 3256.45 ms [2021-03-22 21:34:57 main:574] : INFO : Epoch 1943 | loss: 0.0311721 | val_loss: 0.0311834 | Time: 3170.03 ms [2021-03-22 21:35:00 main:574] : INFO : Epoch 1944 | loss: 0.031174 | val_loss: 0.0311797 | Time: 3106.44 ms [2021-03-22 21:35:04 main:574] : INFO : Epoch 1945 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 3186.36 ms [2021-03-22 21:35:07 main:574] : INFO : Epoch 1946 | loss: 0.031172 | val_loss: 0.0311821 | Time: 3221.86 ms [2021-03-22 21:35:10 main:574] : INFO : Epoch 1947 | loss: 0.0311736 | val_loss: 0.03118 | Time: 3153.71 ms [2021-03-22 21:35:13 main:574] : INFO : Epoch 1948 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 3254.94 ms [2021-03-22 21:35:16 main:574] : INFO : Epoch 1949 | loss: 0.031174 | val_loss: 0.0311788 | Time: 3136.89 ms [2021-03-22 21:35:20 main:574] : INFO : Epoch 1950 | loss: 0.0311759 | val_loss: 0.0311795 | Time: 3211.86 ms [2021-03-22 21:35:23 main:574] : INFO : Epoch 1951 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 3220.71 ms [2021-03-22 21:35:26 main:574] : INFO : Epoch 1952 | loss: 0.0311765 | val_loss: 0.0311797 | Time: 3288.78 ms [2021-03-22 21:35:29 main:574] : INFO : Epoch 1953 | loss: 0.0311761 | val_loss: 0.031181 | Time: 3148.25 ms [2021-03-22 21:35:33 main:574] : INFO : Epoch 1954 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 3172.42 ms [2021-03-22 21:35:36 main:574] : INFO : Epoch 1955 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 3178.46 ms [2021-03-22 21:35:39 main:574] : INFO : Epoch 1956 | loss: 0.0311761 | val_loss: 0.031178 | Time: 3234.11 ms [2021-03-22 21:35:42 main:574] : INFO : Epoch 1957 | loss: 0.0311751 | val_loss: 0.0311792 | Time: 3266.09 ms [2021-03-22 21:35:46 main:574] : INFO : Epoch 1958 | loss: 0.0311743 | val_loss: 0.03118 | Time: 3269.03 ms [2021-03-22 21:35:49 main:574] : INFO : Epoch 1959 | loss: 0.0311747 | val_loss: 0.0311788 | Time: 3182.97 ms [2021-03-22 21:35:52 main:574] : INFO : Epoch 1960 | loss: 0.0311746 | val_loss: 0.0311802 | Time: 3092.58 ms [2021-03-22 21:35:55 main:574] : INFO : Epoch 1961 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 3208.19 ms [2021-03-22 21:35:58 main:574] : INFO : Epoch 1962 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 3175.26 ms [2021-03-22 21:36:02 main:574] : INFO : Epoch 1963 | loss: 0.0311772 | val_loss: 0.0311812 | Time: 3234.93 ms [2021-03-22 21:36:05 main:574] : INFO : Epoch 1964 | loss: 0.0311765 | val_loss: 0.031179 | Time: 3254.71 ms [2021-03-22 21:36:08 main:574] : INFO : Epoch 1965 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 3192.5 ms [2021-03-22 21:36:11 main:574] : INFO : Epoch 1966 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 3100.13 ms [2021-03-22 21:36:15 main:574] : INFO : Epoch 1967 | loss: 0.0311754 | val_loss: 0.0311789 | Time: 3266.76 ms [2021-03-22 21:36:18 main:574] : INFO : Epoch 1968 | loss: 0.0311754 | val_loss: 0.0311792 | Time: 3212.49 ms [2021-03-22 21:36:21 main:574] : INFO : Epoch 1969 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 3281.93 ms [2021-03-22 21:36:25 main:574] : INFO : Epoch 1970 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 3208.77 ms [2021-03-22 21:36:28 main:574] : INFO : Epoch 1971 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 3109.07 ms [2021-03-22 21:36:31 main:574] : INFO : Epoch 1972 | loss: 0.0311735 | val_loss: 0.0311848 | Time: 3157.54 ms [2021-03-22 21:36:34 main:574] : INFO : Epoch 1973 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 3173.69 ms [2021-03-22 21:36:37 main:574] : INFO : Epoch 1974 | loss: 0.0311728 | val_loss: 0.0311778 | Time: 3254.79 ms [2021-03-22 21:36:41 main:574] : INFO : Epoch 1975 | loss: 0.0311742 | val_loss: 0.0311784 | Time: 3177.73 ms [2021-03-22 21:36:44 main:574] : INFO : Epoch 1976 | loss: 0.031176 | val_loss: 0.0311776 | Time: 3196.5 ms [2021-03-22 21:36:47 main:574] : INFO : Epoch 1977 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 3212.13 ms [2021-03-22 21:36:50 main:574] : INFO : Epoch 1978 | loss: 0.0311726 | val_loss: 0.0311772 | Time: 3127.98 ms [2021-03-22 21:36:53 main:574] : INFO : Epoch 1979 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 3289.49 ms [2021-03-22 21:36:57 main:574] : INFO : Epoch 1980 | loss: 0.031175 | val_loss: 0.0311776 | Time: 3130.81 ms [2021-03-22 21:37:00 main:574] : INFO : Epoch 1981 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 3256.37 ms [2021-03-22 21:37:03 main:574] : INFO : Epoch 1982 | loss: 0.0311725 | val_loss: 0.0311761 | Time: 3186.07 ms [2021-03-22 21:37:06 main:574] : INFO : Epoch 1983 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 3135.33 ms [2021-03-22 21:37:10 main:574] : INFO : Epoch 1984 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 3168.63 ms [2021-03-22 21:37:13 main:574] : INFO : Epoch 1985 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 3277.47 ms [2021-03-22 21:37:16 main:574] : INFO : Epoch 1986 | loss: 0.0311719 | val_loss: 0.031176 | Time: 3281.01 ms [2021-03-22 21:37:19 main:574] : INFO : Epoch 1987 | loss: 0.0311705 | val_loss: 0.0311764 | Time: 3169.45 ms [2021-03-22 21:37:23 main:574] : INFO : Epoch 1988 | loss: 0.031172 | val_loss: 0.031182 | Time: 3217.24 ms [2021-03-22 21:37:26 main:574] : INFO : Epoch 1989 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 3085.26 ms [2021-03-22 21:37:29 main:574] : INFO : Epoch 1990 | loss: 0.031171 | val_loss: 0.031177 | Time: 3218 ms [2021-03-22 21:37:32 main:574] : INFO : Epoch 1991 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 3109.43 ms [2021-03-22 21:37:35 main:574] : INFO : Epoch 1992 | loss: 0.0311731 | val_loss: 0.0311762 | Time: 3316.23 ms [2021-03-22 21:37:39 main:574] : INFO : Epoch 1993 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 3098.92 ms [2021-03-22 21:37:42 main:574] : INFO : Epoch 1994 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 3315.73 ms [2021-03-22 21:37:45 main:574] : INFO : Epoch 1995 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 3162.81 ms [2021-03-22 21:37:48 main:574] : INFO : Epoch 1996 | loss: 0.0311708 | val_loss: 0.0311787 | Time: 3125.85 ms [2021-03-22 21:37:51 main:574] : INFO : Epoch 1997 | loss: 0.0311707 | val_loss: 0.0311778 | Time: 3160.95 ms [2021-03-22 21:37:55 main:574] : INFO : Epoch 1998 | loss: 0.0311706 | val_loss: 0.031177 | Time: 3249.19 ms [2021-03-22 21:37:58 main:574] : INFO : Epoch 1999 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 3072.4 ms [2021-03-22 21:38:01 main:574] : INFO : Epoch 2000 | loss: 0.0311715 | val_loss: 0.0311774 | Time: 3216.93 ms [2021-03-22 21:38:04 main:574] : INFO : Epoch 2001 | loss: 0.0311739 | val_loss: 0.0311763 | Time: 3195.69 ms [2021-03-22 21:38:08 main:574] : INFO : Epoch 2002 | loss: 0.0311722 | val_loss: 0.0311751 | Time: 3183.12 ms [2021-03-22 21:38:11 main:574] : INFO : Epoch 2003 | loss: 0.0311718 | val_loss: 0.0311757 | Time: 3249.87 ms [2021-03-22 21:38:14 main:574] : INFO : Epoch 2004 | loss: 0.0311709 | val_loss: 0.031177 | Time: 3157.11 ms [2021-03-22 21:38:17 main:574] : INFO : Epoch 2005 | loss: 0.0311728 | val_loss: 0.0311759 | Time: 3254.1 ms [2021-03-22 21:38:21 main:574] : INFO : Epoch 2006 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 3206.68 ms [2021-03-22 21:38:24 main:574] : INFO : Epoch 2007 | loss: 0.031172 | val_loss: 0.0311765 | Time: 3276.88 ms [2021-03-22 21:38:27 main:574] : INFO : Epoch 2008 | loss: 0.031173 | val_loss: 0.0311785 | Time: 3157.64 ms [2021-03-22 21:38:30 main:574] : INFO : Epoch 2009 | loss: 0.0311717 | val_loss: 0.0311749 | Time: 3241.26 ms [2021-03-22 21:38:33 main:574] : INFO : Epoch 2010 | loss: 0.031172 | val_loss: 0.0311789 | Time: 3159.68 ms [2021-03-22 21:38:37 main:574] : INFO : Epoch 2011 | loss: 0.0311728 | val_loss: 0.0311798 | Time: 3248.94 ms [2021-03-22 21:38:40 main:574] : INFO : Epoch 2012 | loss: 0.0311739 | val_loss: 0.0311765 | Time: 3211.84 ms [2021-03-22 21:38:43 main:574] : INFO : Epoch 2013 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 3234.65 ms [2021-03-22 21:38:46 main:574] : INFO : Epoch 2014 | loss: 0.0311734 | val_loss: 0.031175 | Time: 3228.24 ms [2021-03-22 21:38:50 main:574] : INFO : Epoch 2015 | loss: 0.0311725 | val_loss: 0.0311787 | Time: 3154.2 ms [2021-03-22 21:38:53 main:574] : INFO : Epoch 2016 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 3229.93 ms [2021-03-22 21:38:56 main:574] : INFO : Epoch 2017 | loss: 0.031171 | val_loss: 0.0311789 | Time: 3187.09 ms [2021-03-22 21:38:59 main:574] : INFO : Epoch 2018 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 3219.88 ms [2021-03-22 21:39:03 main:574] : INFO : Epoch 2019 | loss: 0.031173 | val_loss: 0.0311799 | Time: 3414.62 ms [2021-03-22 21:39:06 main:574] : INFO : Epoch 2020 | loss: 0.0311726 | val_loss: 0.031179 | Time: 3126.21 ms [2021-03-22 21:39:09 main:574] : INFO : Epoch 2021 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 3258.17 ms [2021-03-22 21:39:13 main:574] : INFO : Epoch 2022 | loss: 0.0311714 | val_loss: 0.0311768 | Time: 3188.28 ms [2021-03-22 21:39:16 main:574] : INFO : Epoch 2023 | loss: 0.0311712 | val_loss: 0.0311767 | Time: 3127.26 ms [2021-03-22 21:39:19 main:574] : INFO : Epoch 2024 | loss: 0.0311713 | val_loss: 0.031176 | Time: 3193.5 ms [2021-03-22 21:39:22 main:574] : INFO : Epoch 2025 | loss: 0.031172 | val_loss: 0.0311758 | Time: 3175.6 ms [2021-03-22 21:39:25 main:574] : INFO : Epoch 2026 | loss: 0.0311709 | val_loss: 0.0311781 | Time: 3243.75 ms [2021-03-22 21:39:29 main:574] : INFO : Epoch 2027 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 3132.11 ms [2021-03-22 21:39:32 main:574] : INFO : Epoch 2028 | loss: 0.0311708 | val_loss: 0.0311793 | Time: 3234.59 ms [2021-03-22 21:39:35 main:574] : INFO : Epoch 2029 | loss: 0.0311733 | val_loss: 0.0311771 | Time: 3286.88 ms [2021-03-22 21:39:38 main:574] : INFO : Epoch 2030 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 3228.1 ms [2021-03-22 21:39:42 main:574] : INFO : Epoch 2031 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 3228.33 ms [2021-03-22 21:39:45 main:574] : INFO : Epoch 2032 | loss: 0.0311747 | val_loss: 0.0311769 | Time: 3180.79 ms [2021-03-22 21:39:48 main:574] : INFO : Epoch 2033 | loss: 0.0311733 | val_loss: 0.0311773 | Time: 3238.21 ms [2021-03-22 21:39:51 main:574] : INFO : Epoch 2034 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 3271.09 ms [2021-03-22 21:39:55 main:574] : INFO : Epoch 2035 | loss: 0.031174 | val_loss: 0.0311771 | Time: 3143.61 ms [2021-03-22 21:39:58 main:574] : INFO : Epoch 2036 | loss: 0.0311718 | val_loss: 0.031176 | Time: 3285.32 ms [2021-03-22 21:40:01 main:574] : INFO : Epoch 2037 | loss: 0.0311713 | val_loss: 0.031176 | Time: 3183.07 ms [2021-03-22 21:40:04 main:574] : INFO : Epoch 2038 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 3208.29 ms [2021-03-22 21:40:08 main:574] : INFO : Epoch 2039 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 3230.52 ms [2021-03-22 21:40:11 main:574] : INFO : Epoch 2040 | loss: 0.031171 | val_loss: 0.0311763 | Time: 3178.37 ms [2021-03-22 21:40:14 main:574] : INFO : Epoch 2041 | loss: 0.0311709 | val_loss: 0.0311776 | Time: 3223.92 ms [2021-03-22 21:40:17 main:574] : INFO : Epoch 2042 | loss: 0.031171 | val_loss: 0.031177 | Time: 3228.47 ms [2021-03-22 21:40:21 main:574] : INFO : Epoch 2043 | loss: 0.0311736 | val_loss: 0.0311768 | Time: 3240.82 ms [2021-03-22 21:40:24 main:574] : INFO : Epoch 2044 | loss: 0.0311771 | val_loss: 0.0311795 | Time: 3077.12 ms [2021-03-22 21:40:27 main:574] : INFO : Epoch 2045 | loss: 0.0311737 | val_loss: 0.0311867 | Time: 3307.05 ms [2021-03-22 21:40:30 main:574] : INFO : Epoch 2046 | loss: 0.0311766 | val_loss: 0.0311772 | Time: 3339.34 ms [2021-03-22 21:40:34 main:574] : INFO : Epoch 2047 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 3234.72 ms [2021-03-22 21:40:37 main:574] : INFO : Epoch 2048 | loss: 0.0311741 | val_loss: 0.0311767 | Time: 3417.11 ms [2021-03-22 21:40:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311767 [2021-03-22 21:40:37 main:603] : INFO : Saving end state to config to file [2021-03-22 21:40:37 main:608] : INFO : Success, exiting.. 21:40:37 (6872): 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)