Task 14620263
| Name | ParityModified-1647047484-25415-3-0_1 |
| Workunit | 11618595 |
| Created | 14 Apr 2022, 10:11:41 UTC |
| Sent | 14 Apr 2022, 10:11:48 UTC |
| Report deadline | 22 Apr 2022, 10:11:48 UTC |
| Received | 14 Apr 2022, 18:15:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8464 |
| Run time | 6 hours 47 min 31 sec |
| CPU time | 1 hours 49 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0310625 | val_loss: 0.0311011 | Time: 3148.64 ms [2022-04-14 12:28:32 main:574] : INFO : Epoch 1543 | loss: 0.0310662 | val_loss: 0.0311008 | Time: 3215.84 ms [2022-04-14 12:28:36 main:574] : INFO : Epoch 1544 | loss: 0.0310675 | val_loss: 0.0311006 | Time: 3310.75 ms [2022-04-14 12:28:39 main:574] : INFO : Epoch 1545 | loss: 0.0310681 | val_loss: 0.0311046 | Time: 3291.32 ms [2022-04-14 12:28:42 main:574] : INFO : Epoch 1546 | loss: 0.0310744 | val_loss: 0.0310989 | Time: 3229.45 ms [2022-04-14 12:28:45 main:574] : INFO : Epoch 1547 | loss: 0.031071 | val_loss: 0.0310971 | Time: 3242.2 ms [2022-04-14 12:28:49 main:574] : INFO : Epoch 1548 | loss: 0.0310683 | val_loss: 0.0310959 | Time: 3277.42 ms [2022-04-14 12:28:52 main:574] : INFO : Epoch 1549 | loss: 0.0310738 | val_loss: 0.0310984 | Time: 3289.14 ms [2022-04-14 12:28:55 main:574] : INFO : Epoch 1550 | loss: 0.0310668 | val_loss: 0.0310966 | Time: 3287.78 ms [2022-04-14 12:28:59 main:574] : INFO : Epoch 1551 | loss: 0.031068 | val_loss: 0.0310971 | Time: 3248.86 ms [2022-04-14 12:29:02 main:574] : INFO : Epoch 1552 | loss: 0.031072 | val_loss: 0.0310901 | Time: 3257.59 ms [2022-04-14 12:29:05 main:574] : INFO : Epoch 1553 | loss: 0.0310671 | val_loss: 0.0310956 | Time: 3293.77 ms [2022-04-14 12:29:08 main:574] : INFO : Epoch 1554 | loss: 0.0310711 | val_loss: 0.031117 | Time: 3288.9 ms [2022-04-14 12:29:12 main:574] : INFO : Epoch 1555 | loss: 0.0310705 | val_loss: 0.0310961 | Time: 3303.58 ms [2022-04-14 12:29:15 main:574] : INFO : Epoch 1556 | loss: 0.0310644 | val_loss: 0.0310957 | Time: 3146.47 ms [2022-04-14 12:29:18 main:574] : INFO : Epoch 1557 | loss: 0.0310628 | val_loss: 0.0310962 | Time: 3288.5 ms [2022-04-14 12:29:21 main:574] : INFO : Epoch 1558 | loss: 0.0310636 | val_loss: 0.0310948 | Time: 3215.54 ms [2022-04-14 12:29:25 main:574] : INFO : Epoch 1559 | loss: 0.0310635 | val_loss: 0.0310935 | Time: 3272.71 ms [2022-04-14 12:29:28 main:574] : INFO : Epoch 1560 | loss: 0.0310765 | val_loss: 0.0311073 | Time: 3285.85 ms [2022-04-14 12:29:31 main:574] : INFO : Epoch 1561 | loss: 0.0310753 | val_loss: 0.0310991 | Time: 3202.47 ms [2022-04-14 12:29:35 main:574] : INFO : Epoch 1562 | loss: 0.0310745 | val_loss: 0.0311045 | Time: 3285.68 ms [2022-04-14 12:29:38 main:574] : INFO : Epoch 1563 | loss: 0.0310867 | val_loss: 0.0311119 | Time: 3250.32 ms [2022-04-14 12:29:41 main:574] : INFO : Epoch 1564 | loss: 0.0310775 | val_loss: 0.0310991 | Time: 3207.24 ms [2022-04-14 12:29:44 main:574] : INFO : Epoch 1565 | loss: 0.0310776 | val_loss: 0.0310984 | Time: 3296.75 ms [2022-04-14 12:29:48 main:574] : INFO : Epoch 1566 | loss: 0.0310739 | val_loss: 0.0311002 | Time: 3206.23 ms [2022-04-14 12:29:51 main:574] : INFO : Epoch 1567 | loss: 0.0310698 | val_loss: 0.0310998 | Time: 3266.11 ms [2022-04-14 12:29:54 main:574] : INFO : Epoch 1568 | loss: 0.0310701 | val_loss: 0.0310983 | Time: 3210.69 ms [2022-04-14 12:29:57 main:574] : INFO : Epoch 1569 | loss: 0.0310771 | val_loss: 0.0311001 | Time: 3305.83 ms [2022-04-14 12:30:01 main:574] : INFO : Epoch 1570 | loss: 0.031084 | val_loss: 0.031099 | Time: 3305.19 ms [2022-04-14 12:30:04 main:574] : INFO : Epoch 1571 | loss: 0.0310852 | val_loss: 0.0311133 | Time: 3313.4 ms [2022-04-14 12:30:07 main:574] : INFO : Epoch 1572 | loss: 0.0310962 | val_loss: 0.0311075 | Time: 3292.91 ms [2022-04-14 12:30:11 main:574] : INFO : Epoch 1573 | loss: 0.0310934 | val_loss: 0.0311006 | Time: 3207.54 ms [2022-04-14 12:30:14 main:574] : INFO : Epoch 1574 | loss: 0.0310854 | val_loss: 0.031099 | Time: 3314.37 ms [2022-04-14 12:30:17 main:574] : INFO : Epoch 1575 | loss: 0.0310836 | val_loss: 0.0310945 | Time: 3222.9 ms [2022-04-14 12:30:20 main:574] : INFO : Epoch 1576 | loss: 0.0310817 | val_loss: 0.0310955 | Time: 3269.38 ms [2022-04-14 12:30:24 main:574] : INFO : Epoch 1577 | loss: 0.0310896 | val_loss: 0.0310903 | Time: 3279.18 ms [2022-04-14 12:30:27 main:574] : INFO : Epoch 1578 | loss: 0.0310844 | val_loss: 0.0310871 | Time: 3238.61 ms [2022-04-14 12:30:30 main:574] : INFO : Epoch 1579 | loss: 0.0310782 | val_loss: 0.0310889 | Time: 3272.72 ms [2022-04-14 12:30:33 main:574] : INFO : Epoch 1580 | loss: 0.0310768 | val_loss: 0.03109 | Time: 3346.04 ms [2022-04-14 12:30:37 main:574] : INFO : Epoch 1581 | loss: 0.0310768 | val_loss: 0.0310867 | Time: 3227.21 ms [2022-04-14 12:30:40 main:574] : INFO : Epoch 1582 | loss: 0.0310742 | val_loss: 0.0310875 | Time: 3301.47 ms [2022-04-14 12:30:43 main:574] : INFO : Epoch 1583 | loss: 0.0310755 | val_loss: 0.0310965 | Time: 3188.22 ms [2022-04-14 12:30:47 main:574] : INFO : Epoch 1584 | loss: 0.0310791 | val_loss: 0.0310904 | Time: 3282.01 ms [2022-04-14 12:30:50 main:574] : INFO : Epoch 1585 | loss: 0.0310761 | val_loss: 0.0310911 | Time: 3312.33 ms [2022-04-14 12:30:53 main:574] : INFO : Epoch 1586 | loss: 0.0310738 | val_loss: 0.031092 | Time: 3189.01 ms [2022-04-14 12:30:56 main:574] : INFO : Epoch 1587 | loss: 0.0310757 | val_loss: 0.0310957 | Time: 3335.78 ms [2022-04-14 12:31:00 main:574] : INFO : Epoch 1588 | loss: 0.0310692 | val_loss: 0.0310924 | Time: 3290.56 ms [2022-04-14 12:31:03 main:574] : INFO : Epoch 1589 | loss: 0.0310674 | val_loss: 0.0310944 | Time: 3266.99 ms [2022-04-14 12:31:06 main:574] : INFO : Epoch 1590 | loss: 0.031071 | val_loss: 0.0310968 | Time: 3321.84 ms [2022-04-14 12:31:10 main:574] : INFO : Epoch 1591 | loss: 0.0310692 | val_loss: 0.0310947 | Time: 3231.39 ms [2022-04-14 12:31:13 main:574] : INFO : Epoch 1592 | loss: 0.0310715 | val_loss: 0.0311011 | Time: 3261.14 ms [2022-04-14 12:31:16 main:574] : INFO : Epoch 1593 | loss: 0.0310762 | val_loss: 0.031093 | Time: 3258.18 ms [2022-04-14 12:31:19 main:574] : INFO : Epoch 1594 | loss: 0.0310771 | val_loss: 0.0310931 | Time: 3327.6 ms [2022-04-14 12:31:23 main:574] : INFO : Epoch 1595 | loss: 0.0310677 | val_loss: 0.0310871 | Time: 3212.75 ms [2022-04-14 12:31:26 main:574] : INFO : Epoch 1596 | loss: 0.0310694 | val_loss: 0.0310877 | Time: 3267.47 ms [2022-04-14 12:31:29 main:574] : INFO : Epoch 1597 | loss: 0.0310709 | val_loss: 0.0310897 | Time: 3381.94 ms [2022-04-14 12:31:33 main:574] : INFO : Epoch 1598 | loss: 0.0310668 | val_loss: 0.0310856 | Time: 3231.02 ms [2022-04-14 12:31:36 main:574] : INFO : Epoch 1599 | loss: 0.0310669 | val_loss: 0.0311001 | Time: 3225.02 ms [2022-04-14 12:31:39 main:574] : INFO : Epoch 1600 | loss: 0.0310679 | val_loss: 0.0310939 | Time: 3357.49 ms [2022-04-14 12:31:43 main:574] : INFO : Epoch 1601 | loss: 0.0310628 | val_loss: 0.0310935 | Time: 3275.06 ms [2022-04-14 12:31:46 main:574] : INFO : Epoch 1602 | loss: 0.0310664 | val_loss: 0.0310949 | Time: 3276.41 ms [2022-04-14 12:31:49 main:574] : INFO : Epoch 1603 | loss: 0.0310622 | val_loss: 0.0310936 | Time: 3238.89 ms [2022-04-14 12:31:52 main:574] : INFO : Epoch 1604 | loss: 0.0310611 | val_loss: 0.0310922 | Time: 3309.44 ms [2022-04-14 12:31:56 main:574] : INFO : Epoch 1605 | loss: 0.0310615 | val_loss: 0.0310962 | Time: 3236.76 ms [2022-04-14 12:31:59 main:574] : INFO : Epoch 1606 | loss: 0.0310659 | val_loss: 0.0311053 | Time: 3327.26 ms [2022-04-14 12:32:02 main:574] : INFO : Epoch 1607 | loss: 0.0310621 | val_loss: 0.0310963 | Time: 3241.08 ms [2022-04-14 12:32:05 main:574] : INFO : Epoch 1608 | loss: 0.0310593 | val_loss: 0.0310967 | Time: 3256.32 ms [2022-04-14 12:32:09 main:574] : INFO : Epoch 1609 | loss: 0.0310616 | val_loss: 0.0311018 | Time: 3298.57 ms [2022-04-14 12:32:12 main:574] : INFO : Epoch 1610 | loss: 0.0310588 | val_loss: 0.0311 | Time: 3274.19 ms [2022-04-14 12:32:15 main:574] : INFO : Epoch 1611 | loss: 0.0310572 | val_loss: 0.0310991 | Time: 3320.34 ms [2022-04-14 12:32:19 main:574] : INFO : Epoch 1612 | loss: 0.0310589 | val_loss: 0.0310964 | Time: 3243.81 ms [2022-04-14 12:32:22 main:574] : INFO : Epoch 1613 | loss: 0.0310609 | val_loss: 0.0310969 | Time: 3284.36 ms [2022-04-14 12:32:25 main:574] : INFO : Epoch 1614 | loss: 0.0310617 | val_loss: 0.031086 | Time: 3292.63 ms [2022-04-14 12:32:28 main:574] : INFO : Epoch 1615 | loss: 0.0310644 | val_loss: 0.0310866 | Time: 3248.98 ms [2022-04-14 12:32:32 main:574] : INFO : Epoch 1616 | loss: 0.031062 | val_loss: 0.031088 | Time: 3349.8 ms [2022-04-14 12:32:35 main:574] : INFO : Epoch 1617 | loss: 0.0310615 | val_loss: 0.0310966 | Time: 3213.19 ms [2022-04-14 12:32:38 main:574] : INFO : Epoch 1618 | loss: 0.0310602 | val_loss: 0.0310921 | Time: 3254.05 ms [2022-04-14 12:32:42 main:574] : INFO : Epoch 1619 | loss: 0.0310603 | val_loss: 0.0310925 | Time: 3324.16 ms [2022-04-14 12:32:45 main:574] : INFO : Epoch 1620 | loss: 0.0310586 | val_loss: 0.0310964 | Time: 3269.71 ms [2022-04-14 12:32:48 main:574] : INFO : Epoch 1621 | loss: 0.0310558 | val_loss: 0.0310909 | Time: 3322.71 ms [2022-04-14 12:32:51 main:574] : INFO : Epoch 1622 | loss: 0.0310548 | val_loss: 0.0310925 | Time: 3185.53 ms [2022-04-14 12:32:55 main:574] : INFO : Epoch 1623 | loss: 0.0310534 | val_loss: 0.0310924 | Time: 3662.11 ms [2022-04-14 12:32:57 main:574] : INFO : Epoch 1624 | loss: 0.0310567 | val_loss: 0.0310943 | Time: 2146.3 ms [2022-04-14 12:33:01 main:574] : INFO : Epoch 1625 | loss: 0.0310577 | val_loss: 0.0310939 | Time: 3251.05 ms [2022-04-14 12:33:04 main:574] : INFO : Epoch 1626 | loss: 0.0310557 | val_loss: 0.0310931 | Time: 3234.55 ms [2022-04-14 12:33:07 main:574] : INFO : Epoch 1627 | loss: 0.0310549 | val_loss: 0.031096 | Time: 3284.85 ms [2022-04-14 12:33:10 main:574] : INFO : Epoch 1628 | loss: 0.0310557 | val_loss: 0.0310874 | Time: 3266.84 ms [2022-04-14 12:33:14 main:574] : INFO : Epoch 1629 | loss: 0.0310573 | val_loss: 0.0310887 | Time: 3322.1 ms [2022-04-14 12:33:17 main:574] : INFO : Epoch 1630 | loss: 0.0310555 | val_loss: 0.0310931 | Time: 3139.51 ms [2022-04-14 12:33:20 main:574] : INFO : Epoch 1631 | loss: 0.0310556 | val_loss: 0.031094 | Time: 3297.6 ms [2022-04-14 12:33:23 main:574] : INFO : Epoch 1632 | loss: 0.0310536 | val_loss: 0.0310907 | Time: 3238.77 ms [2022-04-14 12:33:27 main:574] : INFO : Epoch 1633 | loss: 0.0310534 | val_loss: 0.0310925 | Time: 3207.59 ms [2022-04-14 12:33:30 main:574] : INFO : Epoch 1634 | loss: 0.031054 | val_loss: 0.0311011 | Time: 3279.1 ms [2022-04-14 12:33:33 main:574] : INFO : Epoch 1635 | loss: 0.0310557 | val_loss: 0.0310907 | Time: 3273.45 ms [2022-04-14 12:33:36 main:574] : INFO : Epoch 1636 | loss: 0.0310566 | val_loss: 0.0310905 | Time: 3301.66 ms [2022-04-14 12:33:40 main:574] : INFO : Epoch 1637 | loss: 0.0310569 | val_loss: 0.031091 | Time: 3213.34 ms [2022-04-14 12:33:43 main:574] : INFO : Epoch 1638 | loss: 0.0310515 | val_loss: 0.0310941 | Time: 3262.32 ms [2022-04-14 12:33:46 main:574] : INFO : Epoch 1639 | loss: 0.0310543 | val_loss: 0.0310935 | Time: 3227.14 ms [2022-04-14 12:33:49 main:574] : INFO : Epoch 1640 | loss: 0.0310596 | val_loss: 0.0310972 | Time: 3232.67 ms [2022-04-14 12:33:53 main:574] : INFO : Epoch 1641 | loss: 0.031064 | val_loss: 0.0310983 | Time: 3258.35 ms [2022-04-14 12:33:56 main:574] : INFO : Epoch 1642 | loss: 0.0310597 | val_loss: 0.0310995 | Time: 3215.65 ms [2022-04-14 12:33:59 main:574] : INFO : Epoch 1643 | loss: 0.0310617 | val_loss: 0.0311002 | Time: 3198.21 ms [2022-04-14 12:34:02 main:574] : INFO : Epoch 1644 | loss: 0.0310591 | val_loss: 0.031103 | Time: 3301.35 ms [2022-04-14 12:34:06 main:574] : INFO : Epoch 1645 | loss: 0.0310614 | val_loss: 0.0310995 | Time: 3299.6 ms [2022-04-14 12:34:09 main:574] : INFO : Epoch 1646 | loss: 0.0310587 | val_loss: 0.0310945 | Time: 3268.17 ms [2022-04-14 12:34:12 main:574] : INFO : Epoch 1647 | loss: 0.0310573 | val_loss: 0.0310954 | Time: 3214.78 ms [2022-04-14 12:34:15 main:574] : INFO : Epoch 1648 | loss: 0.0310564 | val_loss: 0.0310919 | Time: 3264.34 ms [2022-04-14 12:34:19 main:574] : INFO : Epoch 1649 | loss: 0.0310539 | val_loss: 0.031096 | Time: 3197.83 ms [2022-04-14 12:34:22 main:574] : INFO : Epoch 1650 | loss: 0.0310573 | val_loss: 0.0310978 | Time: 3189.23 ms [2022-04-14 12:34:25 main:574] : INFO : Epoch 1651 | loss: 0.0310623 | val_loss: 0.0310971 | Time: 3284.38 ms [2022-04-14 12:34:29 main:574] : INFO : Epoch 1652 | loss: 0.0310652 | val_loss: 0.0310927 | Time: 3289.29 ms [2022-04-14 12:34:32 main:574] : INFO : Epoch 1653 | loss: 0.031057 | val_loss: 0.031099 | Time: 3264.66 ms [2022-04-14 12:34:35 main:574] : INFO : Epoch 1654 | loss: 0.0310557 | val_loss: 0.0311067 | Time: 3270.69 ms [2022-04-14 12:34:38 main:574] : INFO : Epoch 1655 | loss: 0.0310566 | val_loss: 0.031099 | Time: 3221.11 ms [2022-04-14 12:34:42 main:574] : INFO : Epoch 1656 | loss: 0.0310556 | val_loss: 0.0310957 | Time: 3316.29 ms [2022-04-14 12:34:45 main:574] : INFO : Epoch 1657 | loss: 0.0310535 | val_loss: 0.0311058 | Time: 3308.29 ms [2022-04-14 12:34:48 main:574] : INFO : Epoch 1658 | loss: 0.0310533 | val_loss: 0.0310926 | Time: 3295.04 ms [2022-04-14 12:34:51 main:574] : INFO : Epoch 1659 | loss: 0.0310544 | val_loss: 0.0310948 | Time: 3213.21 ms [2022-04-14 12:34:55 main:574] : INFO : Epoch 1660 | loss: 0.0310534 | val_loss: 0.0310913 | Time: 3263.69 ms [2022-04-14 12:34:58 main:574] : INFO : Epoch 1661 | loss: 0.0310509 | val_loss: 0.0310915 | Time: 3263.96 ms [2022-04-14 12:35:01 main:574] : INFO : Epoch 1662 | loss: 0.0310523 | val_loss: 0.0310908 | Time: 3254.77 ms [2022-04-14 12:35:05 main:574] : INFO : Epoch 1663 | loss: 0.0310542 | val_loss: 0.0310988 | Time: 3274.44 ms [2022-04-14 12:35:08 main:574] : INFO : Epoch 1664 | loss: 0.0310526 | val_loss: 0.0310947 | Time: 3178.68 ms [2022-04-14 12:35:11 main:574] : INFO : Epoch 1665 | loss: 0.0310587 | val_loss: 0.0311071 | Time: 3337.83 ms [2022-04-14 12:35:14 main:574] : INFO : Epoch 1666 | loss: 0.0310625 | val_loss: 0.0311055 | Time: 3230.49 ms [2022-04-14 12:35:18 main:574] : INFO : Epoch 1667 | loss: 0.031059 | val_loss: 0.031098 | Time: 3261.87 ms [2022-04-14 12:35:21 main:574] : INFO : Epoch 1668 | loss: 0.0310568 | val_loss: 0.031105 | Time: 3326.06 ms [2022-04-14 12:35:24 main:574] : INFO : Epoch 1669 | loss: 0.0310554 | val_loss: 0.0310998 | Time: 3247.86 ms [2022-04-14 12:35:28 main:574] : INFO : Epoch 1670 | loss: 0.0310699 | val_loss: 0.0311051 | Time: 3302.04 ms [2022-04-14 12:35:31 main:574] : INFO : Epoch 1671 | loss: 0.0310792 | val_loss: 0.0311095 | Time: 3209.47 ms [2022-04-14 12:35:34 main:574] : INFO : Epoch 1672 | loss: 0.031074 | val_loss: 0.0310951 | Time: 3261.82 ms [2022-04-14 12:35:37 main:574] : INFO : Epoch 1673 | loss: 0.0310729 | val_loss: 0.0311062 | Time: 3270.4 ms [2022-04-14 12:35:40 main:574] : INFO : Epoch 1674 | loss: 0.0310711 | val_loss: 0.031102 | Time: 3211.41 ms [2022-04-14 12:35:44 main:574] : INFO : Epoch 1675 | loss: 0.0310685 | val_loss: 0.0311096 | Time: 3277.76 ms [2022-04-14 12:35:47 main:574] : INFO : Epoch 1676 | loss: 0.0310699 | val_loss: 0.0311033 | Time: 3212.82 ms [2022-04-14 12:35:50 main:574] : INFO : Epoch 1677 | loss: 0.0310648 | val_loss: 0.0310996 | Time: 3271.11 ms [2022-04-14 12:35:54 main:574] : INFO : Epoch 1678 | loss: 0.0310638 | val_loss: 0.031105 | Time: 3268.79 ms [2022-04-14 12:35:57 main:574] : INFO : Epoch 1679 | loss: 0.0310753 | val_loss: 0.031097 | Time: 3262.61 ms [2022-04-14 12:36:00 main:574] : INFO : Epoch 1680 | loss: 0.0310795 | val_loss: 0.0310968 | Time: 3279.82 ms [2022-04-14 12:36:03 main:574] : INFO : Epoch 1681 | loss: 0.0310706 | val_loss: 0.0310944 | Time: 3225.01 ms [2022-04-14 12:36:07 main:574] : INFO : Epoch 1682 | loss: 0.0310663 | val_loss: 0.0310949 | Time: 3301.16 ms [2022-04-14 12:36:10 main:574] : INFO : Epoch 1683 | loss: 0.031063 | val_loss: 0.0310927 | Time: 3225.92 ms [2022-04-14 12:36:13 main:574] : INFO : Epoch 1684 | loss: 0.031063 | val_loss: 0.0310936 | Time: 3204.86 ms [2022-04-14 12:36:16 main:574] : INFO : Epoch 1685 | loss: 0.0310623 | val_loss: 0.0310975 | Time: 3311 ms [2022-04-14 12:36:20 main:574] : INFO : Epoch 1686 | loss: 0.0310613 | val_loss: 0.0310978 | Time: 3216.77 ms [2022-04-14 12:36:23 main:574] : INFO : Epoch 1687 | loss: 0.0310708 | val_loss: 0.031101 | Time: 3290.74 ms [2022-04-14 12:36:26 main:574] : INFO : Epoch 1688 | loss: 0.0310696 | val_loss: 0.0311044 | Time: 3331.04 ms [2022-04-14 12:36:30 main:574] : INFO : Epoch 1689 | loss: 0.0310656 | val_loss: 0.031098 | Time: 3422.9 ms [2022-04-14 12:36:33 main:574] : INFO : Epoch 1690 | loss: 0.0310662 | val_loss: 0.0311022 | Time: 3300.57 ms [2022-04-14 12:36:36 main:574] : INFO : Epoch 1691 | loss: 0.0310634 | val_loss: 0.0311093 | Time: 3255.45 ms [2022-04-14 12:36:40 main:574] : INFO : Epoch 1692 | loss: 0.0310653 | val_loss: 0.0311019 | Time: 3280.93 ms [2022-04-14 12:36:43 main:574] : INFO : Epoch 1693 | loss: 0.0310643 | val_loss: 0.0311048 | Time: 3202.57 ms [2022-04-14 12:36:46 main:574] : INFO : Epoch 1694 | loss: 0.0310646 | val_loss: 0.0311035 | Time: 3214.68 ms [2022-04-14 12:36:49 main:574] : INFO : Epoch 1695 | loss: 0.0310768 | val_loss: 0.0311011 | Time: 3268.64 ms [2022-04-14 12:36:53 main:574] : INFO : Epoch 1696 | loss: 0.031078 | val_loss: 0.0310945 | Time: 3237.7 ms [2022-04-14 12:36:56 main:574] : INFO : Epoch 1697 | loss: 0.0310673 | val_loss: 0.0310958 | Time: 3312.44 ms [2022-04-14 12:36:59 main:574] : INFO : Epoch 1698 | loss: 0.0310627 | val_loss: 0.0310935 | Time: 3222.14 ms [2022-04-14 12:37:02 main:574] : INFO : Epoch 1699 | loss: 0.0310597 | val_loss: 0.031095 | Time: 3277.47 ms [2022-04-14 12:37:06 main:574] : INFO : Epoch 1700 | loss: 0.031061 | val_loss: 0.0310925 | Time: 3278.92 ms [2022-04-14 12:37:09 main:574] : INFO : Epoch 1701 | loss: 0.0310589 | val_loss: 0.0310941 | Time: 3232.42 ms [2022-04-14 12:37:12 main:574] : INFO : Epoch 1702 | loss: 0.0310571 | val_loss: 0.0310948 | Time: 3233.07 ms [2022-04-14 12:37:15 main:574] : INFO : Epoch 1703 | loss: 0.0310564 | val_loss: 0.0310928 | Time: 3271.17 ms [2022-04-14 12:37:19 main:574] : INFO : Epoch 1704 | loss: 0.0310541 | val_loss: 0.0310917 | Time: 3364.39 ms [2022-04-14 12:37:22 main:574] : INFO : Epoch 1705 | loss: 0.0310533 | val_loss: 0.0310946 | Time: 3305.16 ms [2022-04-14 12:37:25 main:574] : INFO : Epoch 1706 | loss: 0.0310536 | val_loss: 0.0310946 | Time: 3202.85 ms [2022-04-14 12:37:29 main:574] : INFO : Epoch 1707 | loss: 0.0310556 | val_loss: 0.031095 | Time: 3348.01 ms [2022-04-14 12:37:32 main:574] : INFO : Epoch 1708 | loss: 0.0310529 | val_loss: 0.0311006 | Time: 3327.89 ms [2022-04-14 12:37:35 main:574] : INFO : Epoch 1709 | loss: 0.0310555 | val_loss: 0.0310927 | Time: 3239.24 ms [2022-04-14 12:37:39 main:574] : INFO : Epoch 1710 | loss: 0.0310567 | val_loss: 0.031094 | Time: 3262.94 ms [2022-04-14 12:37:42 main:574] : INFO : Epoch 1711 | loss: 0.0310629 | val_loss: 0.0310921 | Time: 3232.47 ms [2022-04-14 12:37:45 main:574] : INFO : Epoch 1712 | loss: 0.0310569 | val_loss: 0.0310911 | Time: 3274.97 ms [2022-04-14 12:37:48 main:574] : INFO : Epoch 1713 | loss: 0.0310594 | val_loss: 0.0311101 | Time: 3307.18 ms [2022-04-14 12:37:52 main:574] : INFO : Epoch 1714 | loss: 0.0310701 | val_loss: 0.0311008 | Time: 3391.44 ms [2022-04-14 12:37:55 main:574] : INFO : Epoch 1715 | loss: 0.0310664 | val_loss: 0.0310937 | Time: 3266.58 ms [2022-04-14 12:37:58 main:574] : INFO : Epoch 1716 | loss: 0.0310619 | val_loss: 0.0310895 | Time: 3238.83 ms [2022-04-14 12:38:02 main:574] : INFO : Epoch 1717 | loss: 0.0310629 | val_loss: 0.0310893 | Time: 3286.31 ms [2022-04-14 12:38:05 main:574] : INFO : Epoch 1718 | loss: 0.0310626 | val_loss: 0.0310862 | Time: 3257.43 ms [2022-04-14 12:38:08 main:574] : INFO : Epoch 1719 | loss: 0.0310609 | val_loss: 0.031098 | Time: 3231.64 ms [2022-04-14 12:38:11 main:574] : INFO : Epoch 1720 | loss: 0.0310643 | val_loss: 0.0311092 | Time: 3200.25 ms [2022-04-14 12:38:15 main:574] : INFO : Epoch 1721 | loss: 0.0310651 | val_loss: 0.0311045 | Time: 3310.29 ms [2022-04-14 12:38:18 main:574] : INFO : Epoch 1722 | loss: 0.0310767 | val_loss: 0.0311331 | Time: 3326.13 ms [2022-04-14 12:38:21 main:574] : INFO : Epoch 1723 | loss: 0.0311039 | val_loss: 0.0311125 | Time: 3216.87 ms [2022-04-14 12:38:25 main:574] : INFO : Epoch 1724 | loss: 0.0310841 | val_loss: 0.0310988 | Time: 3316.93 ms [2022-04-14 12:38:28 main:574] : INFO : Epoch 1725 | loss: 0.0310777 | val_loss: 0.0311029 | Time: 3218.71 ms [2022-04-14 12:38:31 main:574] : INFO : Epoch 1726 | loss: 0.0310742 | val_loss: 0.0310972 | Time: 3120.92 ms [2022-04-14 12:38:34 main:574] : INFO : Epoch 1727 | loss: 0.0310674 | val_loss: 0.0310922 | Time: 3194.62 ms [2022-04-14 12:38:37 main:574] : INFO : Epoch 1728 | loss: 0.0310612 | val_loss: 0.0310974 | Time: 3332.14 ms [2022-04-14 12:38:41 main:574] : INFO : Epoch 1729 | loss: 0.0310601 | val_loss: 0.0310934 | Time: 3310.99 ms [2022-04-14 12:38:44 main:574] : INFO : Epoch 1730 | loss: 0.0310583 | val_loss: 0.0310915 | Time: 3341.11 ms [2022-04-14 12:38:47 main:574] : INFO : Epoch 1731 | loss: 0.0310573 | val_loss: 0.0310957 | Time: 3358.68 ms [2022-04-14 12:38:51 main:574] : INFO : Epoch 1732 | loss: 0.0310567 | val_loss: 0.0310932 | Time: 3284.6 ms [2022-04-14 12:38:54 main:574] : INFO : Epoch 1733 | loss: 0.0310562 | val_loss: 0.0310903 | Time: 3295.49 ms [2022-04-14 12:38:57 main:574] : INFO : Epoch 1734 | loss: 0.0310548 | val_loss: 0.0310979 | Time: 3324.81 ms [2022-04-14 12:39:01 main:574] : INFO : Epoch 1735 | loss: 0.0310554 | val_loss: 0.0310966 | Time: 3277.65 ms [2022-04-14 12:39:04 main:574] : INFO : Epoch 1736 | loss: 0.0310548 | val_loss: 0.0310909 | Time: 3300.71 ms [2022-04-14 12:39:07 main:574] : INFO : Epoch 1737 | loss: 0.0310585 | val_loss: 0.0310979 | Time: 3266.19 ms [2022-04-14 12:39:11 main:574] : INFO : Epoch 1738 | loss: 0.0310604 | val_loss: 0.0310995 | Time: 3354.1 ms [2022-04-14 12:39:14 main:574] : INFO : Epoch 1739 | loss: 0.0310598 | val_loss: 0.0310921 | Time: 3282.85 ms [2022-04-14 12:39:17 main:574] : INFO : Epoch 1740 | loss: 0.0310594 | val_loss: 0.0310961 | Time: 3173.48 ms [2022-04-14 12:39:20 main:574] : INFO : Epoch 1741 | loss: 0.0310549 | val_loss: 0.0310938 | Time: 3271.18 ms [2022-04-14 12:39:24 main:574] : INFO : Epoch 1742 | loss: 0.0310529 | val_loss: 0.0310915 | Time: 3187.97 ms [2022-04-14 12:39:27 main:574] : INFO : Epoch 1743 | loss: 0.031053 | val_loss: 0.0310922 | Time: 3321.04 ms [2022-04-14 12:39:30 main:574] : INFO : Epoch 1744 | loss: 0.0310555 | val_loss: 0.0310908 | Time: 3280.24 ms [2022-04-14 12:39:33 main:574] : INFO : Epoch 1745 | loss: 0.0310525 | val_loss: 0.03109 | Time: 3200.2 ms [2022-04-14 12:39:37 main:574] : INFO : Epoch 1746 | loss: 0.0310527 | val_loss: 0.0310932 | Time: 3327.41 ms [2022-04-14 12:39:40 main:574] : INFO : Epoch 1747 | loss: 0.0310522 | val_loss: 0.0310972 | Time: 3286.95 ms [2022-04-14 12:39:43 main:574] : INFO : Epoch 1748 | loss: 0.0310558 | val_loss: 0.0310955 | Time: 3313.4 ms [2022-04-14 12:39:47 main:574] : INFO : Epoch 1749 | loss: 0.0310568 | val_loss: 0.0310993 | Time: 3193.83 ms [2022-04-14 12:39:50 main:574] : INFO : Epoch 1750 | loss: 0.0310567 | val_loss: 0.0310941 | Time: 3239.17 ms [2022-04-14 12:39:53 main:574] : INFO : Epoch 1751 | loss: 0.0310582 | val_loss: 0.0310956 | Time: 3320.14 ms [2022-04-14 12:39:56 main:574] : INFO : Epoch 1752 | loss: 0.0310557 | val_loss: 0.031099 | Time: 3296.45 ms [2022-04-14 12:40:00 main:574] : INFO : Epoch 1753 | loss: 0.031055 | val_loss: 0.0310969 | Time: 3383.21 ms [2022-04-14 12:40:03 main:574] : INFO : Epoch 1754 | loss: 0.0310523 | val_loss: 0.0310987 | Time: 3278.47 ms [2022-04-14 12:40:06 main:574] : INFO : Epoch 1755 | loss: 0.031054 | val_loss: 0.0310937 | Time: 3223.3 ms [2022-04-14 12:40:10 main:574] : INFO : Epoch 1756 | loss: 0.0310603 | val_loss: 0.0310991 | Time: 3264.51 ms [2022-04-14 12:40:13 main:574] : INFO : Epoch 1757 | loss: 0.0310695 | val_loss: 0.031108 | Time: 3227.08 ms [2022-04-14 12:40:16 main:574] : INFO : Epoch 1758 | loss: 0.0310748 | val_loss: 0.0311106 | Time: 3347.11 ms [2022-04-14 12:40:19 main:574] : INFO : Epoch 1759 | loss: 0.0310734 | val_loss: 0.0311146 | Time: 3270.49 ms [2022-04-14 12:40:23 main:574] : INFO : Epoch 1760 | loss: 0.0310771 | val_loss: 0.0311157 | Time: 3316.12 ms [2022-04-14 12:40:26 main:574] : INFO : Epoch 1761 | loss: 0.0310759 | val_loss: 0.0311145 | Time: 3365.37 ms [2022-04-14 12:40:29 main:574] : INFO : Epoch 1762 | loss: 0.0310709 | val_loss: 0.0311032 | Time: 3242.37 ms [2022-04-14 12:40:33 main:574] : INFO : Epoch 1763 | loss: 0.0310684 | val_loss: 0.0311067 | Time: 3332.2 ms [2022-04-14 12:40:36 main:574] : INFO : Epoch 1764 | loss: 0.0310675 | val_loss: 0.0311026 | Time: 3226.83 ms [2022-04-14 12:40:39 main:574] : INFO : Epoch 1765 | loss: 0.0310655 | val_loss: 0.0311028 | Time: 3372.69 ms [2022-04-14 12:40:43 main:574] : INFO : Epoch 1766 | loss: 0.0310652 | val_loss: 0.0311099 | Time: 3393.4 ms [2022-04-14 12:40:46 main:574] : INFO : Epoch 1767 | loss: 0.0310657 | val_loss: 0.0311116 | Time: 3267.99 ms [2022-04-14 12:40:49 main:574] : INFO : Epoch 1768 | loss: 0.0310836 | val_loss: 0.0311188 | Time: 3283.21 ms [2022-04-14 12:40:53 main:574] : INFO : Epoch 1769 | loss: 0.0310943 | val_loss: 0.0311269 | Time: 3293.7 ms [2022-04-14 12:40:56 main:574] : INFO : Epoch 1770 | loss: 0.0310917 | val_loss: 0.0311314 | Time: 3306.62 ms [2022-04-14 12:40:59 main:574] : INFO : Epoch 1771 | loss: 0.0310905 | val_loss: 0.0311191 | Time: 3311.82 ms [2022-04-14 12:41:03 main:574] : INFO : Epoch 1772 | loss: 0.0310876 | val_loss: 0.0311151 | Time: 3364.38 ms [2022-04-14 12:41:06 main:574] : INFO : Epoch 1773 | loss: 0.0310884 | val_loss: 0.0311219 | Time: 3276.93 ms [2022-04-14 12:41:09 main:574] : INFO : Epoch 1774 | loss: 0.0452894 | val_loss: 0.0323419 | Time: 3305.02 ms [2022-04-14 12:41:13 main:574] : INFO : Epoch 1775 | loss: 0.0492416 | val_loss: 0.0340803 | Time: 3326.43 ms [2022-04-14 12:41:16 main:574] : INFO : Epoch 1776 | loss: 0.0336138 | val_loss: 0.0327343 | Time: 3297.64 ms [2022-04-14 12:41:19 main:574] : INFO : Epoch 1777 | loss: 0.0316505 | val_loss: 0.0313 | Time: 3295.38 ms [2022-04-14 12:41:22 main:574] : INFO : Epoch 1778 | loss: 0.0313263 | val_loss: 0.0312797 | Time: 3296.09 ms [2022-04-14 12:41:26 main:574] : INFO : Epoch 1779 | loss: 0.0312715 | val_loss: 0.0312651 | Time: 3214.13 ms [2022-04-14 12:41:29 main:574] : INFO : Epoch 1780 | loss: 0.0312577 | val_loss: 0.0312547 | Time: 3420.23 ms [2022-04-14 12:41:32 main:574] : INFO : Epoch 1781 | loss: 0.0312528 | val_loss: 0.0312515 | Time: 3251.39 ms [2022-04-14 12:41:36 main:574] : INFO : Epoch 1782 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 3297.79 ms [2022-04-14 12:41:39 main:574] : INFO : Epoch 1783 | loss: 0.0312503 | val_loss: 0.0312489 | Time: 3387.58 ms [2022-04-14 12:41:42 main:574] : INFO : Epoch 1784 | loss: 0.0312493 | val_loss: 0.0312478 | Time: 3220.86 ms [2022-04-14 12:41:46 main:574] : INFO : Epoch 1785 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 3218.7 ms [2022-04-14 12:41:49 main:574] : INFO : Epoch 1786 | loss: 0.0312471 | val_loss: 0.0312457 | Time: 3215.6 ms [2022-04-14 12:41:52 main:574] : INFO : Epoch 1787 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 3284.77 ms [2022-04-14 12:41:55 main:574] : INFO : Epoch 1788 | loss: 0.0312437 | val_loss: 0.0312417 | Time: 3313.36 ms [2022-04-14 12:41:59 main:574] : INFO : Epoch 1789 | loss: 0.0312403 | val_loss: 0.0312381 | Time: 3224.25 ms [2022-04-14 12:42:02 main:574] : INFO : Epoch 1790 | loss: 0.0312358 | val_loss: 0.0312332 | Time: 3348.2 ms [2022-04-14 12:42:05 main:574] : INFO : Epoch 1791 | loss: 0.031231 | val_loss: 0.0312277 | Time: 3351.68 ms [2022-04-14 12:42:09 main:574] : INFO : Epoch 1792 | loss: 0.0312253 | val_loss: 0.0312228 | Time: 3341.14 ms [2022-04-14 12:42:12 main:574] : INFO : Epoch 1793 | loss: 0.0312183 | val_loss: 0.0312142 | Time: 3427.43 ms [2022-04-14 12:42:14 main:574] : INFO : Epoch 1794 | loss: 0.0312099 | val_loss: 0.0312067 | Time: 2303.78 ms [2022-04-14 12:42:18 main:574] : INFO : Epoch 1795 | loss: 0.0312038 | val_loss: 0.0312012 | Time: 3197 ms [2022-04-14 12:42:21 main:574] : INFO : Epoch 1796 | loss: 0.0311979 | val_loss: 0.0311915 | Time: 3347.39 ms [2022-04-14 12:42:24 main:574] : INFO : Epoch 1797 | loss: 0.0311909 | val_loss: 0.0311867 | Time: 3262.92 ms [2022-04-14 12:42:28 main:574] : INFO : Epoch 1798 | loss: 0.0311866 | val_loss: 0.0311834 | Time: 3289.31 ms [2022-04-14 12:42:31 main:574] : INFO : Epoch 1799 | loss: 0.031185 | val_loss: 0.0311815 | Time: 3279.31 ms [2022-04-14 12:42:34 main:574] : INFO : Epoch 1800 | loss: 0.031185 | val_loss: 0.0311808 | Time: 3269.44 ms [2022-04-14 12:42:37 main:574] : INFO : Epoch 1801 | loss: 0.0311826 | val_loss: 0.0311804 | Time: 3376.77 ms [2022-04-14 12:42:41 main:574] : INFO : Epoch 1802 | loss: 0.0311812 | val_loss: 0.0311785 | Time: 3347.42 ms [2022-04-14 12:42:44 main:574] : INFO : Epoch 1803 | loss: 0.0311807 | val_loss: 0.0311774 | Time: 3277.51 ms [2022-04-14 12:42:47 main:574] : INFO : Epoch 1804 | loss: 0.0311807 | val_loss: 0.0311769 | Time: 3240.37 ms [2022-04-14 12:42:51 main:574] : INFO : Epoch 1805 | loss: 0.0311796 | val_loss: 0.0311758 | Time: 3311.4 ms [2022-04-14 12:42:54 main:574] : INFO : Epoch 1806 | loss: 0.0311784 | val_loss: 0.0311767 | Time: 3344.78 ms [2022-04-14 12:42:57 main:574] : INFO : Epoch 1807 | loss: 0.0311782 | val_loss: 0.0311747 | Time: 3276.16 ms [2022-04-14 12:43:01 main:574] : INFO : Epoch 1808 | loss: 0.0311783 | val_loss: 0.0311741 | Time: 3342.94 ms [2022-04-14 12:43:04 main:574] : INFO : Epoch 1809 | loss: 0.0311772 | val_loss: 0.0311745 | Time: 3235.93 ms [2022-04-14 12:43:07 main:574] : INFO : Epoch 1810 | loss: 0.031178 | val_loss: 0.0311765 | Time: 3362.47 ms [2022-04-14 12:43:11 main:574] : INFO : Epoch 1811 | loss: 0.0311782 | val_loss: 0.0311737 | Time: 3357.22 ms [2022-04-14 12:43:14 main:574] : INFO : Epoch 1812 | loss: 0.0311761 | val_loss: 0.0311719 | Time: 3352.32 ms [2022-04-14 12:43:17 main:574] : INFO : Epoch 1813 | loss: 0.0311752 | val_loss: 0.0311716 | Time: 3440.15 ms [2022-04-14 12:43:21 main:574] : INFO : Epoch 1814 | loss: 0.0311747 | val_loss: 0.0311712 | Time: 3292.11 ms [2022-04-14 12:43:24 main:574] : INFO : Epoch 1815 | loss: 0.0311751 | val_loss: 0.0311696 | Time: 3331.13 ms [2022-04-14 12:43:28 main:574] : INFO : Epoch 1816 | loss: 0.0311728 | val_loss: 0.0311703 | Time: 3490.2 ms [2022-04-14 12:43:31 main:574] : INFO : Epoch 1817 | loss: 0.0311706 | val_loss: 0.0311692 | Time: 3261.66 ms [2022-04-14 12:43:34 main:574] : INFO : Epoch 1818 | loss: 0.0311701 | val_loss: 0.0311668 | Time: 3344.34 ms [2022-04-14 12:43:37 main:574] : INFO : Epoch 1819 | loss: 0.0311677 | val_loss: 0.0311643 | Time: 3311.04 ms [2022-04-14 12:43:41 main:574] : INFO : Epoch 1820 | loss: 0.0311698 | val_loss: 0.0311628 | Time: 3295.16 ms [2022-04-14 12:43:44 main:574] : INFO : Epoch 1821 | loss: 0.0311618 | val_loss: 0.0311621 | Time: 3286.73 ms [2022-04-14 12:43:47 main:574] : INFO : Epoch 1822 | loss: 0.0311615 | val_loss: 0.0311598 | Time: 3258.69 ms [2022-04-14 12:43:51 main:574] : INFO : Epoch 1823 | loss: 0.0311586 | val_loss: 0.031157 | Time: 3339.89 ms [2022-04-14 12:43:54 main:574] : INFO : Epoch 1824 | loss: 0.0311573 | val_loss: 0.0311557 | Time: 3275.85 ms [2022-04-14 12:43:57 main:574] : INFO : Epoch 1825 | loss: 0.031157 | val_loss: 0.0311573 | Time: 3247.23 ms [2022-04-14 12:44:01 main:574] : INFO : Epoch 1826 | loss: 0.031159 | val_loss: 0.0311699 | Time: 3307.91 ms [2022-04-14 12:44:04 main:574] : INFO : Epoch 1827 | loss: 0.0311618 | val_loss: 0.0311596 | Time: 3241.34 ms [2022-04-14 12:44:07 main:574] : INFO : Epoch 1828 | loss: 0.0311583 | val_loss: 0.0311565 | Time: 3315.88 ms [2022-04-14 12:44:10 main:574] : INFO : Epoch 1829 | loss: 0.0311587 | val_loss: 0.0311738 | Time: 3301.54 ms [2022-04-14 12:44:14 main:574] : INFO : Epoch 1830 | loss: 0.0311667 | val_loss: 0.0311641 | Time: 3262.26 ms [2022-04-14 12:44:17 main:574] : INFO : Epoch 1831 | loss: 0.0311554 | val_loss: 0.0311661 | Time: 3357.45 ms [2022-04-14 12:44:20 main:574] : INFO : Epoch 1832 | loss: 0.031159 | val_loss: 0.03116 | Time: 3315.18 ms [2022-04-14 12:44:24 main:574] : INFO : Epoch 1833 | loss: 0.031159 | val_loss: 0.0311636 | Time: 3321.27 ms [2022-04-14 12:44:27 main:574] : INFO : Epoch 1834 | loss: 0.0311609 | val_loss: 0.031165 | Time: 3211.74 ms [2022-04-14 12:44:30 main:574] : INFO : Epoch 1835 | loss: 0.0311617 | val_loss: 0.0311583 | Time: 3289.43 ms [2022-04-14 12:44:34 main:574] : INFO : Epoch 1836 | loss: 0.0311562 | val_loss: 0.0311569 | Time: 3373.2 ms [2022-04-14 12:44:37 main:574] : INFO : Epoch 1837 | loss: 0.0311537 | val_loss: 0.0311608 | Time: 3288.98 ms [2022-04-14 12:44:40 main:574] : INFO : Epoch 1838 | loss: 0.0311558 | val_loss: 0.0311668 | Time: 3286.13 ms [2022-04-14 12:44:44 main:574] : INFO : Epoch 1839 | loss: 0.0311635 | val_loss: 0.0311625 | Time: 3245.23 ms [2022-04-14 12:44:47 main:574] : INFO : Epoch 1840 | loss: 0.0311625 | val_loss: 0.0311625 | Time: 3339.8 ms [2022-04-14 12:44:50 main:574] : INFO : Epoch 1841 | loss: 0.0311669 | val_loss: 0.0311601 | Time: 3307.37 ms [2022-04-14 12:44:54 main:574] : INFO : Epoch 1842 | loss: 0.0311629 | val_loss: 0.0311585 | Time: 3371.12 ms [2022-04-14 12:44:57 main:574] : INFO : Epoch 1843 | loss: 0.0311622 | val_loss: 0.0311624 | Time: 3345.45 ms [2022-04-14 12:45:00 main:574] : INFO : Epoch 1844 | loss: 0.031164 | val_loss: 0.031161 | Time: 3366.73 ms [2022-04-14 12:45:04 main:574] : INFO : Epoch 1845 | loss: 0.031165 | val_loss: 0.0311593 | Time: 3254.24 ms [2022-04-14 12:45:07 main:574] : INFO : Epoch 1846 | loss: 0.0311636 | val_loss: 0.031163 | Time: 3336.04 ms [2022-04-14 12:45:10 main:574] : INFO : Epoch 1847 | loss: 0.0311633 | val_loss: 0.0311701 | Time: 3312.62 ms [2022-04-14 12:45:14 main:574] : INFO : Epoch 1848 | loss: 0.0311668 | val_loss: 0.0311645 | Time: 3292.79 ms [2022-04-14 12:45:17 main:574] : INFO : Epoch 1849 | loss: 0.0311679 | val_loss: 0.0311563 | Time: 3274.4 ms [2022-04-14 12:45:20 main:574] : INFO : Epoch 1850 | loss: 0.0311599 | val_loss: 0.0311577 | Time: 3310.5 ms [2022-04-14 12:45:23 main:574] : INFO : Epoch 1851 | loss: 0.0311595 | val_loss: 0.031155 | Time: 3326.46 ms [2022-04-14 12:45:27 main:574] : INFO : Epoch 1852 | loss: 0.0311631 | val_loss: 0.0311584 | Time: 3304.66 ms [2022-04-14 12:45:30 main:574] : INFO : Epoch 1853 | loss: 0.0311606 | val_loss: 0.0311703 | Time: 3334.37 ms [2022-04-14 12:45:33 main:574] : INFO : Epoch 1854 | loss: 0.0311609 | val_loss: 0.0311641 | Time: 3183.29 ms [2022-04-14 12:45:37 main:574] : INFO : Epoch 1855 | loss: 0.0311629 | val_loss: 0.0311586 | Time: 3432.26 ms [2022-04-14 12:45:40 main:574] : INFO : Epoch 1856 | loss: 0.0311591 | val_loss: 0.0311568 | Time: 3274.3 ms [2022-04-14 12:45:43 main:574] : INFO : Epoch 1857 | loss: 0.0311593 | val_loss: 0.0311596 | Time: 3237.17 ms [2022-04-14 12:45:47 main:574] : INFO : Epoch 1858 | loss: 0.0311605 | val_loss: 0.0311646 | Time: 3333.13 ms [2022-04-14 12:45:50 main:574] : INFO : Epoch 1859 | loss: 0.0311655 | val_loss: 0.0311761 | Time: 3275.64 ms [2022-04-14 12:45:53 main:574] : INFO : Epoch 1860 | loss: 0.0311722 | val_loss: 0.0311609 | Time: 3361.48 ms [2022-04-14 12:45:56 main:574] : INFO : Epoch 1861 | loss: 0.0311643 | val_loss: 0.0311638 | Time: 3241.35 ms [2022-04-14 12:46:00 main:574] : INFO : Epoch 1862 | loss: 0.031171 | val_loss: 0.0311684 | Time: 3249.83 ms [2022-04-14 12:46:03 main:574] : INFO : Epoch 1863 | loss: 0.0311695 | val_loss: 0.0311678 | Time: 3269.94 ms [2022-04-14 12:46:06 main:574] : INFO : Epoch 1864 | loss: 0.0311694 | val_loss: 0.0311664 | Time: 3268.97 ms [2022-04-14 12:46:10 main:574] : INFO : Epoch 1865 | loss: 0.0311698 | val_loss: 0.0311682 | Time: 3293.98 ms [2022-04-14 12:46:13 main:574] : INFO : Epoch 1866 | loss: 0.0311662 | val_loss: 0.0311616 | Time: 3299.88 ms [2022-04-14 12:46:16 main:574] : INFO : Epoch 1867 | loss: 0.0311643 | val_loss: 0.0311601 | Time: 3281.07 ms [2022-04-14 12:46:20 main:574] : INFO : Epoch 1868 | loss: 0.0311624 | val_loss: 0.0311601 | Time: 3389.05 ms [2022-04-14 12:46:23 main:574] : INFO : Epoch 1869 | loss: 0.0311605 | val_loss: 0.0311596 | Time: 3257.75 ms [2022-04-14 12:46:26 main:574] : INFO : Epoch 1870 | loss: 0.031161 | val_loss: 0.0311588 | Time: 3260.38 ms [2022-04-14 12:46:29 main:574] : INFO : Epoch 1871 | loss: 0.0311605 | val_loss: 0.0311563 | Time: 3251.4 ms [2022-04-14 12:46:33 main:574] : INFO : Epoch 1872 | loss: 0.0311613 | val_loss: 0.0311604 | Time: 3292.02 ms [2022-04-14 12:46:36 main:574] : INFO : Epoch 1873 | loss: 0.0311571 | val_loss: 0.0311565 | Time: 3403.79 ms [2022-04-14 12:46:39 main:574] : INFO : Epoch 1874 | loss: 0.0311554 | val_loss: 0.0311571 | Time: 3318.03 ms [2022-04-14 12:46:43 main:574] : INFO : Epoch 1875 | loss: 0.0311563 | val_loss: 0.0311546 | Time: 3276.88 ms [2022-04-14 12:46:46 main:574] : INFO : Epoch 1876 | loss: 0.0311543 | val_loss: 0.031156 | Time: 3254.36 ms [2022-04-14 12:46:49 main:574] : INFO : Epoch 1877 | loss: 0.0311581 | val_loss: 0.0311579 | Time: 3305.72 ms [2022-04-14 12:46:53 main:574] : INFO : Epoch 1878 | loss: 0.0311528 | val_loss: 0.0311549 | Time: 3260.11 ms [2022-04-14 12:46:56 main:574] : INFO : Epoch 1879 | loss: 0.0311539 | val_loss: 0.0311654 | Time: 3307.95 ms [2022-04-14 12:46:59 main:574] : INFO : Epoch 1880 | loss: 0.031156 | val_loss: 0.0311645 | Time: 3281.99 ms [2022-04-14 12:47:02 main:574] : INFO : Epoch 1881 | loss: 0.0311616 | val_loss: 0.0311579 | Time: 3253.26 ms [2022-04-14 12:47:06 main:574] : INFO : Epoch 1882 | loss: 0.0311585 | val_loss: 0.031153 | Time: 3335.68 ms [2022-04-14 12:47:09 main:574] : INFO : Epoch 1883 | loss: 0.0311511 | val_loss: 0.031152 | Time: 3165.69 ms [2022-04-14 12:47:12 main:574] : INFO : Epoch 1884 | loss: 0.0311534 | val_loss: 0.0311578 | Time: 3230.29 ms [2022-04-14 12:47:16 main:574] : INFO : Epoch 1885 | loss: 0.0311577 | val_loss: 0.0311638 | Time: 3392.49 ms [2022-04-14 12:47:19 main:574] : INFO : Epoch 1886 | loss: 0.0311597 | val_loss: 0.0311647 | Time: 3248.48 ms [2022-04-14 12:47:22 main:574] : INFO : Epoch 1887 | loss: 0.0311596 | val_loss: 0.0311653 | Time: 3328.82 ms [2022-04-14 12:47:25 main:574] : INFO : Epoch 1888 | loss: 0.0311598 | val_loss: 0.0311579 | Time: 3310.15 ms [2022-04-14 12:47:29 main:574] : INFO : Epoch 1889 | loss: 0.0311555 | val_loss: 0.0311588 | Time: 3336.82 ms [2022-04-14 12:47:32 main:574] : INFO : Epoch 1890 | loss: 0.0311628 | val_loss: 0.0311625 | Time: 3278.29 ms [2022-04-14 12:47:35 main:574] : INFO : Epoch 1891 | loss: 0.0311679 | val_loss: 0.0311596 | Time: 3175.7 ms [2022-04-14 12:47:39 main:574] : INFO : Epoch 1892 | loss: 0.0311555 | val_loss: 0.0311634 | Time: 3357.07 ms [2022-04-14 12:47:42 main:574] : INFO : Epoch 1893 | loss: 0.0311565 | val_loss: 0.0311614 | Time: 3298.31 ms [2022-04-14 12:47:45 main:574] : INFO : Epoch 1894 | loss: 0.0311574 | val_loss: 0.0311611 | Time: 3299.48 ms [2022-04-14 12:47:49 main:574] : INFO : Epoch 1895 | loss: 0.0311537 | val_loss: 0.0311594 | Time: 3296.9 ms [2022-04-14 12:47:52 main:574] : INFO : Epoch 1896 | loss: 0.0311529 | val_loss: 0.0311559 | Time: 3336.74 ms [2022-04-14 12:47:55 main:574] : INFO : Epoch 1897 | loss: 0.0311512 | val_loss: 0.0311571 | Time: 3291.17 ms [2022-04-14 12:47:59 main:574] : INFO : Epoch 1898 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 3329.16 ms [2022-04-14 12:48:02 main:574] : INFO : Epoch 1899 | loss: 0.0311604 | val_loss: 0.0311559 | Time: 3249.03 ms [2022-04-14 12:48:05 main:574] : INFO : Epoch 1900 | loss: 0.0311505 | val_loss: 0.0311525 | Time: 3340.45 ms [2022-04-14 12:48:08 main:574] : INFO : Epoch 1901 | loss: 0.0311491 | val_loss: 0.0311511 | Time: 3283.36 ms [2022-04-14 12:48:12 main:574] : INFO : Epoch 1902 | loss: 0.0311495 | val_loss: 0.0311554 | Time: 3295.96 ms [2022-04-14 12:48:15 main:574] : INFO : Epoch 1903 | loss: 0.0311487 | val_loss: 0.0311547 | Time: 3323.86 ms [2022-04-14 12:48:18 main:574] : INFO : Epoch 1904 | loss: 0.0311491 | val_loss: 0.0311509 | Time: 3316.2 ms [2022-04-14 12:48:22 main:574] : INFO : Epoch 1905 | loss: 0.031152 | val_loss: 0.031152 | Time: 3267.78 ms [2022-04-14 12:48:25 main:574] : INFO : Epoch 1906 | loss: 0.0311501 | val_loss: 0.0311513 | Time: 3315.55 ms [2022-04-14 12:48:28 main:574] : INFO : Epoch 1907 | loss: 0.0311483 | val_loss: 0.0311526 | Time: 3356.84 ms [2022-04-14 12:48:32 main:574] : INFO : Epoch 1908 | loss: 0.0311516 | val_loss: 0.0311527 | Time: 3306.53 ms [2022-04-14 12:48:35 main:574] : INFO : Epoch 1909 | loss: 0.0311501 | val_loss: 0.031153 | Time: 3376.1 ms [2022-04-14 12:48:38 main:574] : INFO : Epoch 1910 | loss: 0.0311512 | val_loss: 0.0311537 | Time: 3241.66 ms [2022-04-14 12:48:42 main:574] : INFO : Epoch 1911 | loss: 0.0311507 | val_loss: 0.0311514 | Time: 3342.35 ms [2022-04-14 12:48:45 main:574] : INFO : Epoch 1912 | loss: 0.0311513 | val_loss: 0.0311568 | Time: 3329.68 ms [2022-04-14 12:48:48 main:574] : INFO : Epoch 1913 | loss: 0.0311505 | val_loss: 0.0311521 | Time: 3263.88 ms [2022-04-14 12:48:52 main:574] : INFO : Epoch 1914 | loss: 0.0311501 | val_loss: 0.0311542 | Time: 3322.81 ms [2022-04-14 12:48:55 main:574] : INFO : Epoch 1915 | loss: 0.0311472 | val_loss: 0.03115 | Time: 3306.81 ms [2022-04-14 12:48:58 main:574] : INFO : Epoch 1916 | loss: 0.0311449 | val_loss: 0.0311495 | Time: 3297.98 ms [2022-04-14 12:49:02 main:574] : INFO : Epoch 1917 | loss: 0.0311436 | val_loss: 0.0311485 | Time: 3357.07 ms [2022-04-14 12:49:05 main:574] : INFO : Epoch 1918 | loss: 0.0311488 | val_loss: 0.0311492 | Time: 3209.22 ms [2022-04-14 12:49:08 main:574] : INFO : Epoch 1919 | loss: 0.0311507 | val_loss: 0.0311702 | Time: 3323.22 ms [2022-04-14 12:49:12 main:574] : INFO : Epoch 1920 | loss: 0.0311549 | val_loss: 0.0311455 | Time: 3266.05 ms [2022-04-14 12:49:15 main:574] : INFO : Epoch 1921 | loss: 0.0311446 | val_loss: 0.0311495 | Time: 3182.65 ms [2022-04-14 12:49:18 main:574] : INFO : Epoch 1922 | loss: 0.0311479 | val_loss: 0.0311504 | Time: 3329.19 ms [2022-04-14 12:49:21 main:574] : INFO : Epoch 1923 | loss: 0.031149 | val_loss: 0.0311524 | Time: 3328.34 ms [2022-04-14 12:49:25 main:574] : INFO : Epoch 1924 | loss: 0.0311469 | val_loss: 0.0311525 | Time: 3273.55 ms [2022-04-14 12:49:28 main:574] : INFO : Epoch 1925 | loss: 0.0311488 | val_loss: 0.0311498 | Time: 3371.78 ms [2022-04-14 12:49:31 main:574] : INFO : Epoch 1926 | loss: 0.0311485 | val_loss: 0.0311494 | Time: 3267.19 ms [2022-04-14 12:49:35 main:574] : INFO : Epoch 1927 | loss: 0.0311466 | val_loss: 0.0311468 | Time: 3304.86 ms [2022-04-14 12:49:38 main:574] : INFO : Epoch 1928 | loss: 0.0311452 | val_loss: 0.0311476 | Time: 3246.83 ms [2022-04-14 12:49:41 main:574] : INFO : Epoch 1929 | loss: 0.031152 | val_loss: 0.0311572 | Time: 3266.07 ms [2022-04-14 12:49:45 main:574] : INFO : Epoch 1930 | loss: 0.0311484 | val_loss: 0.0311541 | Time: 3372.08 ms [2022-04-14 12:49:48 main:574] : INFO : Epoch 1931 | loss: 0.03115 | val_loss: 0.0311452 | Time: 3272.51 ms [2022-04-14 12:49:51 main:574] : INFO : Epoch 1932 | loss: 0.031155 | val_loss: 0.0311515 | Time: 3257.75 ms [2022-04-14 12:49:54 main:574] : INFO : Epoch 1933 | loss: 0.0311494 | val_loss: 0.0311578 | Time: 3277.53 ms [2022-04-14 12:49:58 main:574] : INFO : Epoch 1934 | loss: 0.031145 | val_loss: 0.0311499 | Time: 3303.55 ms [2022-04-14 12:50:01 main:574] : INFO : Epoch 1935 | loss: 0.0311446 | val_loss: 0.0311554 | Time: 3255.94 ms [2022-04-14 12:50:04 main:574] : INFO : Epoch 1936 | loss: 0.0311466 | val_loss: 0.0311672 | Time: 3317 ms [2022-04-14 12:50:08 main:574] : INFO : Epoch 1937 | loss: 0.0311539 | val_loss: 0.0311607 | Time: 3321.51 ms [2022-04-14 12:50:11 main:574] : INFO : Epoch 1938 | loss: 0.0311478 | val_loss: 0.031149 | Time: 3317.42 ms [2022-04-14 12:50:14 main:574] : INFO : Epoch 1939 | loss: 0.0311453 | val_loss: 0.0311517 | Time: 3315.98 ms [2022-04-14 12:50:18 main:574] : INFO : Epoch 1940 | loss: 0.0311447 | val_loss: 0.0311503 | Time: 3228.84 ms [2022-04-14 12:50:21 main:574] : INFO : Epoch 1941 | loss: 0.0311457 | val_loss: 0.0311494 | Time: 3336.15 ms [2022-04-14 12:50:24 main:574] : INFO : Epoch 1942 | loss: 0.031145 | val_loss: 0.0311534 | Time: 3242.98 ms [2022-04-14 12:50:27 main:574] : INFO : Epoch 1943 | loss: 0.031147 | val_loss: 0.0311505 | Time: 3247.5 ms [2022-04-14 12:50:31 main:574] : INFO : Epoch 1944 | loss: 0.0311476 | val_loss: 0.0311498 | Time: 3333.63 ms [2022-04-14 12:50:34 main:574] : INFO : Epoch 1945 | loss: 0.0311438 | val_loss: 0.0311476 | Time: 3200.28 ms [2022-04-14 12:50:37 main:574] : INFO : Epoch 1946 | loss: 0.031143 | val_loss: 0.0311486 | Time: 3358.16 ms [2022-04-14 12:50:41 main:574] : INFO : Epoch 1947 | loss: 0.0311455 | val_loss: 0.0311502 | Time: 3277.95 ms [2022-04-14 12:50:44 main:574] : INFO : Epoch 1948 | loss: 0.0311465 | val_loss: 0.0311495 | Time: 3263.91 ms [2022-04-14 12:50:47 main:574] : INFO : Epoch 1949 | loss: 0.0311484 | val_loss: 0.031154 | Time: 3326.3 ms [2022-04-14 12:50:51 main:574] : INFO : Epoch 1950 | loss: 0.0311501 | val_loss: 0.0311556 | Time: 3287.79 ms [2022-04-14 12:50:54 main:574] : INFO : Epoch 1951 | loss: 0.0311494 | val_loss: 0.0311548 | Time: 3353.76 ms [2022-04-14 12:50:57 main:574] : INFO : Epoch 1952 | loss: 0.0311447 | val_loss: 0.0311573 | Time: 3271.7 ms [2022-04-14 12:51:00 main:574] : INFO : Epoch 1953 | loss: 0.0311503 | val_loss: 0.0311549 | Time: 3236.42 ms [2022-04-14 12:51:04 main:574] : INFO : Epoch 1954 | loss: 0.0311458 | val_loss: 0.0311594 | Time: 3358.23 ms [2022-04-14 12:51:07 main:574] : INFO : Epoch 1955 | loss: 0.0311477 | val_loss: 0.0311529 | Time: 3323.37 ms [2022-04-14 12:51:10 main:574] : INFO : Epoch 1956 | loss: 0.0311469 | val_loss: 0.0311525 | Time: 3256.06 ms [2022-04-14 12:51:14 main:574] : INFO : Epoch 1957 | loss: 0.0311448 | val_loss: 0.0311528 | Time: 3259.41 ms [2022-04-14 12:51:17 main:574] : INFO : Epoch 1958 | loss: 0.0311469 | val_loss: 0.0311547 | Time: 3291.95 ms [2022-04-14 12:51:20 main:574] : INFO : Epoch 1959 | loss: 0.0311458 | val_loss: 0.0311509 | Time: 3305.68 ms [2022-04-14 12:51:24 main:574] : INFO : Epoch 1960 | loss: 0.0311467 | val_loss: 0.0311543 | Time: 3225.64 ms [2022-04-14 12:51:27 main:574] : INFO : Epoch 1961 | loss: 0.0311517 | val_loss: 0.031175 | Time: 3335.04 ms [2022-04-14 12:51:30 main:574] : INFO : Epoch 1962 | loss: 0.0311514 | val_loss: 0.031153 | Time: 3073.78 ms [2022-04-14 12:51:33 main:574] : INFO : Epoch 1963 | loss: 0.0311554 | val_loss: 0.0311978 | Time: 2636.27 ms [2022-04-14 12:51:36 main:574] : INFO : Epoch 1964 | loss: 0.0311572 | val_loss: 0.0311624 | Time: 3361.91 ms [2022-04-14 12:51:39 main:574] : INFO : Epoch 1965 | loss: 0.0311506 | val_loss: 0.0311501 | Time: 3229.55 ms [2022-04-14 12:51:42 main:574] : INFO : Epoch 1966 | loss: 0.0311458 | val_loss: 0.0311527 | Time: 3288.91 ms [2022-04-14 12:51:46 main:574] : INFO : Epoch 1967 | loss: 0.0311445 | val_loss: 0.0311483 | Time: 3273.95 ms [2022-04-14 12:51:49 main:574] : INFO : Epoch 1968 | loss: 0.0311433 | val_loss: 0.0311479 | Time: 3287.81 ms [2022-04-14 12:51:52 main:574] : INFO : Epoch 1969 | loss: 0.0311432 | val_loss: 0.0311461 | Time: 3292.93 ms [2022-04-14 12:51:56 main:574] : INFO : Epoch 1970 | loss: 0.0311452 | val_loss: 0.0311531 | Time: 3332.26 ms [2022-04-14 12:51:59 main:574] : INFO : Epoch 1971 | loss: 0.0311476 | val_loss: 0.0311566 | Time: 3238.29 ms [2022-04-14 12:52:02 main:574] : INFO : Epoch 1972 | loss: 0.0311477 | val_loss: 0.0311464 | Time: 3280.68 ms [2022-04-14 12:52:06 main:574] : INFO : Epoch 1973 | loss: 0.0311453 | val_loss: 0.0311559 | Time: 3285.63 ms [2022-04-14 12:52:09 main:574] : INFO : Epoch 1974 | loss: 0.0311489 | val_loss: 0.0311482 | Time: 3319.04 ms [2022-04-14 12:52:12 main:574] : INFO : Epoch 1975 | loss: 0.0311532 | val_loss: 0.0311724 | Time: 3282.55 ms [2022-04-14 12:52:15 main:574] : INFO : Epoch 1976 | loss: 0.0311525 | val_loss: 0.0311581 | Time: 3328.29 ms [2022-04-14 12:52:19 main:574] : INFO : Epoch 1977 | loss: 0.0311511 | val_loss: 0.0311479 | Time: 3267.61 ms [2022-04-14 12:52:22 main:574] : INFO : Epoch 1978 | loss: 0.0311469 | val_loss: 0.0311495 | Time: 3290.42 ms [2022-04-14 12:52:25 main:574] : INFO : Epoch 1979 | loss: 0.0311473 | val_loss: 0.0311518 | Time: 3389.3 ms [2022-04-14 12:52:29 main:574] : INFO : Epoch 1980 | loss: 0.0311474 | val_loss: 0.0311582 | Time: 3389.35 ms [2022-04-14 12:52:32 main:574] : INFO : Epoch 1981 | loss: 0.0311499 | val_loss: 0.0311516 | Time: 3329.53 ms [2022-04-14 12:52:36 main:574] : INFO : Epoch 1982 | loss: 0.0311458 | val_loss: 0.0311507 | Time: 3339.98 ms [2022-04-14 12:52:39 main:574] : INFO : Epoch 1983 | loss: 0.0311442 | val_loss: 0.0311471 | Time: 3249.05 ms [2022-04-14 12:52:42 main:574] : INFO : Epoch 1984 | loss: 0.0311425 | val_loss: 0.0311462 | Time: 3337.27 ms [2022-04-14 12:52:45 main:574] : INFO : Epoch 1985 | loss: 0.0311467 | val_loss: 0.0311437 | Time: 3297.54 ms [2022-04-14 12:52:49 main:574] : INFO : Epoch 1986 | loss: 0.0311478 | val_loss: 0.0311441 | Time: 3284.36 ms [2022-04-14 12:52:52 main:574] : INFO : Epoch 1987 | loss: 0.0311477 | val_loss: 0.0311418 | Time: 3366.79 ms [2022-04-14 12:52:55 main:574] : INFO : Epoch 1988 | loss: 0.0311464 | val_loss: 0.0311443 | Time: 3292.08 ms [2022-04-14 12:52:59 main:574] : INFO : Epoch 1989 | loss: 0.0311481 | val_loss: 0.0311481 | Time: 3303.09 ms [2022-04-14 12:53:02 main:574] : INFO : Epoch 1990 | loss: 0.03115 | val_loss: 0.0311511 | Time: 3301.98 ms [2022-04-14 12:53:05 main:574] : INFO : Epoch 1991 | loss: 0.0311503 | val_loss: 0.0311498 | Time: 3313.67 ms [2022-04-14 12:53:09 main:574] : INFO : Epoch 1992 | loss: 0.0311482 | val_loss: 0.0311486 | Time: 3283.06 ms [2022-04-14 12:53:12 main:574] : INFO : Epoch 1993 | loss: 0.0311501 | val_loss: 0.0311509 | Time: 3313.57 ms [2022-04-14 12:53:15 main:574] : INFO : Epoch 1994 | loss: 0.0311531 | val_loss: 0.0311498 | Time: 3358.71 ms [2022-04-14 12:53:19 main:574] : INFO : Epoch 1995 | loss: 0.0311518 | val_loss: 0.0311465 | Time: 3278.18 ms [2022-04-14 12:53:22 main:574] : INFO : Epoch 1996 | loss: 0.0311479 | val_loss: 0.0311496 | Time: 3374.75 ms [2022-04-14 12:53:25 main:574] : INFO : Epoch 1997 | loss: 0.0311484 | val_loss: 0.0311473 | Time: 3358.82 ms [2022-04-14 12:53:29 main:574] : INFO : Epoch 1998 | loss: 0.0311471 | val_loss: 0.0311469 | Time: 3300.64 ms [2022-04-14 12:53:32 main:574] : INFO : Epoch 1999 | loss: 0.0311488 | val_loss: 0.0311476 | Time: 3329.97 ms [2022-04-14 12:53:35 main:574] : INFO : Epoch 2000 | loss: 0.0311461 | val_loss: 0.0311509 | Time: 3266.97 ms [2022-04-14 12:53:39 main:574] : INFO : Epoch 2001 | loss: 0.0311449 | val_loss: 0.0311478 | Time: 3274.49 ms [2022-04-14 12:53:42 main:574] : INFO : Epoch 2002 | loss: 0.0311441 | val_loss: 0.0311534 | Time: 3215.19 ms [2022-04-14 12:53:45 main:574] : INFO : Epoch 2003 | loss: 0.0311459 | val_loss: 0.0311518 | Time: 3342.14 ms [2022-04-14 12:53:48 main:574] : INFO : Epoch 2004 | loss: 0.0311471 | val_loss: 0.0311515 | Time: 3329.93 ms [2022-04-14 12:53:52 main:574] : INFO : Epoch 2005 | loss: 0.0311492 | val_loss: 0.0311541 | Time: 3282.15 ms [2022-04-14 12:53:55 main:574] : INFO : Epoch 2006 | loss: 0.0311466 | val_loss: 0.0311475 | Time: 3346.75 ms [2022-04-14 12:53:58 main:574] : INFO : Epoch 2007 | loss: 0.0311446 | val_loss: 0.0311471 | Time: 3270.83 ms [2022-04-14 12:54:02 main:574] : INFO : Epoch 2008 | loss: 0.031146 | val_loss: 0.0311751 | Time: 3359.21 ms [2022-04-14 12:54:05 main:574] : INFO : Epoch 2009 | loss: 0.0311543 | val_loss: 0.0311516 | Time: 3286.53 ms [2022-04-14 12:54:08 main:574] : INFO : Epoch 2010 | loss: 0.0311498 | val_loss: 0.0311461 | Time: 3275.32 ms [2022-04-14 12:54:12 main:574] : INFO : Epoch 2011 | loss: 0.0311464 | val_loss: 0.0311525 | Time: 3269.05 ms [2022-04-14 12:54:15 main:574] : INFO : Epoch 2012 | loss: 0.0311438 | val_loss: 0.0311441 | Time: 3180.01 ms [2022-04-14 12:54:18 main:574] : INFO : Epoch 2013 | loss: 0.0311432 | val_loss: 0.0311498 | Time: 3321.22 ms [2022-04-14 12:54:21 main:574] : INFO : Epoch 2014 | loss: 0.0311431 | val_loss: 0.0311473 | Time: 3278.82 ms [2022-04-14 12:54:25 main:574] : INFO : Epoch 2015 | loss: 0.031149 | val_loss: 0.0311526 | Time: 3245.08 ms [2022-04-14 12:54:28 main:574] : INFO : Epoch 2016 | loss: 0.0311484 | val_loss: 0.0311657 | Time: 3292.87 ms [2022-04-14 12:54:31 main:574] : INFO : Epoch 2017 | loss: 0.0311499 | val_loss: 0.0311496 | Time: 3412.79 ms [2022-04-14 12:54:35 main:574] : INFO : Epoch 2018 | loss: 0.031148 | val_loss: 0.0311484 | Time: 3288.62 ms [2022-04-14 12:54:38 main:574] : INFO : Epoch 2019 | loss: 0.0311457 | val_loss: 0.0311464 | Time: 3404.83 ms [2022-04-14 12:54:41 main:574] : INFO : Epoch 2020 | loss: 0.0311447 | val_loss: 0.0311452 | Time: 3274.04 ms [2022-04-14 12:54:45 main:574] : INFO : Epoch 2021 | loss: 0.031147 | val_loss: 0.0311576 | Time: 3398.3 ms [2022-04-14 12:54:48 main:574] : INFO : Epoch 2022 | loss: 0.0311518 | val_loss: 0.0311498 | Time: 3214.76 ms [2022-04-14 12:54:51 main:574] : INFO : Epoch 2023 | loss: 0.0311541 | val_loss: 0.031154 | Time: 3301.02 ms [2022-04-14 12:54:55 main:574] : INFO : Epoch 2024 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 3399.99 ms [2022-04-14 12:54:58 main:574] : INFO : Epoch 2025 | loss: 0.0311501 | val_loss: 0.0311537 | Time: 3248.91 ms [2022-04-14 12:55:01 main:574] : INFO : Epoch 2026 | loss: 0.0311481 | val_loss: 0.0311463 | Time: 3314.35 ms [2022-04-14 12:55:05 main:574] : INFO : Epoch 2027 | loss: 0.0311477 | val_loss: 0.0311506 | Time: 3262.06 ms [2022-04-14 12:55:08 main:574] : INFO : Epoch 2028 | loss: 0.0311455 | val_loss: 0.0311479 | Time: 3250.38 ms [2022-04-14 12:55:11 main:574] : INFO : Epoch 2029 | loss: 0.0311473 | val_loss: 0.0311487 | Time: 3235.15 ms [2022-04-14 12:55:14 main:574] : INFO : Epoch 2030 | loss: 0.0311453 | val_loss: 0.0311488 | Time: 3253.79 ms [2022-04-14 12:55:18 main:574] : INFO : Epoch 2031 | loss: 0.031146 | val_loss: 0.0311456 | Time: 3238.15 ms [2022-04-14 12:55:21 main:574] : INFO : Epoch 2032 | loss: 0.0311501 | val_loss: 0.0311492 | Time: 3226.79 ms [2022-04-14 12:55:24 main:574] : INFO : Epoch 2033 | loss: 0.0311565 | val_loss: 0.0311728 | Time: 3296.83 ms [2022-04-14 12:55:27 main:574] : INFO : Epoch 2034 | loss: 0.0311549 | val_loss: 0.0311513 | Time: 3225.82 ms [2022-04-14 12:55:31 main:574] : INFO : Epoch 2035 | loss: 0.0311464 | val_loss: 0.0311509 | Time: 3268.38 ms [2022-04-14 12:55:34 main:574] : INFO : Epoch 2036 | loss: 0.0311444 | val_loss: 0.0311454 | Time: 3304.37 ms [2022-04-14 12:55:37 main:574] : INFO : Epoch 2037 | loss: 0.0311435 | val_loss: 0.0311454 | Time: 3306.56 ms [2022-04-14 12:55:41 main:574] : INFO : Epoch 2038 | loss: 0.0311414 | val_loss: 0.0311526 | Time: 3278.06 ms [2022-04-14 12:55:44 main:574] : INFO : Epoch 2039 | loss: 0.031144 | val_loss: 0.0311451 | Time: 3305.06 ms [2022-04-14 12:55:47 main:574] : INFO : Epoch 2040 | loss: 0.0311433 | val_loss: 0.0311467 | Time: 3344.85 ms [2022-04-14 12:55:51 main:574] : INFO : Epoch 2041 | loss: 0.0311453 | val_loss: 0.0311427 | Time: 3364.68 ms [2022-04-14 12:55:54 main:574] : INFO : Epoch 2042 | loss: 0.03114 | val_loss: 0.0311427 | Time: 3307.45 ms [2022-04-14 12:55:57 main:574] : INFO : Epoch 2043 | loss: 0.0311408 | val_loss: 0.0311499 | Time: 3305.87 ms [2022-04-14 12:56:01 main:574] : INFO : Epoch 2044 | loss: 0.0311428 | val_loss: 0.0311454 | Time: 3383.39 ms [2022-04-14 12:56:04 main:574] : INFO : Epoch 2045 | loss: 0.0311387 | val_loss: 0.0311433 | Time: 3256.57 ms [2022-04-14 12:56:07 main:574] : INFO : Epoch 2046 | loss: 0.031143 | val_loss: 0.0311461 | Time: 3356.65 ms [2022-04-14 12:56:11 main:574] : INFO : Epoch 2047 | loss: 0.0311412 | val_loss: 0.0311505 | Time: 3280.38 ms [2022-04-14 12:56:14 main:574] : INFO : Epoch 2048 | loss: 0.0311428 | val_loss: 0.031153 | Time: 3295.2 ms [2022-04-14 12:56:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031153 [2022-04-14 12:56:14 main:603] : INFO : Saving end state to config to file [2022-04-14 12:56:14 main:608] : INFO : Success, exiting.. 12:56:14 (2424): 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)