Task 12954910
| Name | ParityModified-1647041399-4455-0_0 |
| Workunit | 10087226 |
| Created | 11 Mar 2022, 23:30:02 UTC |
| Sent | 12 Mar 2022, 6:52:44 UTC |
| Report deadline | 20 Mar 2022, 6:52:44 UTC |
| Received | 12 Mar 2022, 10:26:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 53 min 4 sec |
| CPU time | 1 hours 50 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312269 | val_loss: 0.0312257 | Time: 3238.12 ms
[2022-03-12 10:57:31 main:574] : INFO : Epoch 1543 | loss: 0.0312254 | val_loss: 0.0312237 | Time: 3306.75 ms
[2022-03-12 10:57:35 main:574] : INFO : Epoch 1544 | loss: 0.0312243 | val_loss: 0.0312222 | Time: 3274.85 ms
[2022-03-12 10:57:38 main:574] : INFO : Epoch 1545 | loss: 0.0312217 | val_loss: 0.0312201 | Time: 3285.97 ms
[2022-03-12 10:57:41 main:574] : INFO : Epoch 1546 | loss: 0.0312197 | val_loss: 0.0312192 | Time: 3361.77 ms
[2022-03-12 10:57:45 main:574] : INFO : Epoch 1547 | loss: 0.031219 | val_loss: 0.0312178 | Time: 3354.83 ms
[2022-03-12 10:57:48 main:574] : INFO : Epoch 1548 | loss: 0.0312175 | val_loss: 0.031217 | Time: 3347.36 ms
[2022-03-12 10:57:51 main:574] : INFO : Epoch 1549 | loss: 0.0312161 | val_loss: 0.0312164 | Time: 3323.51 ms
[2022-03-12 10:57:55 main:574] : INFO : Epoch 1550 | loss: 0.0312147 | val_loss: 0.0312169 | Time: 3280.55 ms
[2022-03-12 10:57:58 main:574] : INFO : Epoch 1551 | loss: 0.0312144 | val_loss: 0.0312151 | Time: 3303.41 ms
[2022-03-12 10:58:01 main:574] : INFO : Epoch 1552 | loss: 0.0312129 | val_loss: 0.0312146 | Time: 3297.41 ms
[2022-03-12 10:58:05 main:574] : INFO : Epoch 1553 | loss: 0.0312116 | val_loss: 0.0312153 | Time: 3282.77 ms
[2022-03-12 10:58:08 main:574] : INFO : Epoch 1554 | loss: 0.0312099 | val_loss: 0.0312112 | Time: 3301.77 ms
[2022-03-12 10:58:11 main:574] : INFO : Epoch 1555 | loss: 0.0312077 | val_loss: 0.0312098 | Time: 3334.31 ms
[2022-03-12 10:58:14 main:574] : INFO : Epoch 1556 | loss: 0.0312054 | val_loss: 0.0312077 | Time: 3271.15 ms
[2022-03-12 10:58:18 main:574] : INFO : Epoch 1557 | loss: 0.0312031 | val_loss: 0.0312042 | Time: 3316.95 ms
[2022-03-12 10:58:21 main:574] : INFO : Epoch 1558 | loss: 0.0311969 | val_loss: 0.0311991 | Time: 3287.15 ms
[2022-03-12 10:58:24 main:574] : INFO : Epoch 1559 | loss: 0.0311899 | val_loss: 0.0311925 | Time: 3265.47 ms
[2022-03-12 10:58:28 main:574] : INFO : Epoch 1560 | loss: 0.031183 | val_loss: 0.0311867 | Time: 3350.19 ms
[2022-03-12 10:58:31 main:574] : INFO : Epoch 1561 | loss: 0.0311806 | val_loss: 0.0311844 | Time: 3297.09 ms
[2022-03-12 10:58:34 main:574] : INFO : Epoch 1562 | loss: 0.0311802 | val_loss: 0.0311927 | Time: 3257.9 ms
[2022-03-12 10:58:38 main:574] : INFO : Epoch 1563 | loss: 0.0311774 | val_loss: 0.0311841 | Time: 3326.18 ms
[2022-03-12 10:58:41 main:574] : INFO : Epoch 1564 | loss: 0.0311728 | val_loss: 0.0311806 | Time: 3306.66 ms
[2022-03-12 10:58:44 main:574] : INFO : Epoch 1565 | loss: 0.0311711 | val_loss: 0.0311837 | Time: 3299.86 ms
[2022-03-12 10:58:47 main:574] : INFO : Epoch 1566 | loss: 0.0311707 | val_loss: 0.031183 | Time: 3282.52 ms
[2022-03-12 10:58:51 main:574] : INFO : Epoch 1567 | loss: 0.0311708 | val_loss: 0.0311848 | Time: 3310.4 ms
[2022-03-12 10:58:54 main:574] : INFO : Epoch 1568 | loss: 0.0311729 | val_loss: 0.0311958 | Time: 3255.06 ms
[2022-03-12 10:58:57 main:574] : INFO : Epoch 1569 | loss: 0.0311716 | val_loss: 0.0311793 | Time: 3321.35 ms
[2022-03-12 10:59:01 main:574] : INFO : Epoch 1570 | loss: 0.0311674 | val_loss: 0.0311807 | Time: 3283.31 ms
[2022-03-12 10:59:04 main:574] : INFO : Epoch 1571 | loss: 0.0311654 | val_loss: 0.0311852 | Time: 3276.26 ms
[2022-03-12 10:59:07 main:574] : INFO : Epoch 1572 | loss: 0.0311661 | val_loss: 0.0311827 | Time: 3297.4 ms
[2022-03-12 10:59:10 main:574] : INFO : Epoch 1573 | loss: 0.0311639 | val_loss: 0.0311799 | Time: 3250.15 ms
[2022-03-12 10:59:14 main:574] : INFO : Epoch 1574 | loss: 0.0311662 | val_loss: 0.0311804 | Time: 3252.77 ms
[2022-03-12 10:59:17 main:574] : INFO : Epoch 1575 | loss: 0.0311623 | val_loss: 0.0311804 | Time: 3281.45 ms
[2022-03-12 10:59:20 main:574] : INFO : Epoch 1576 | loss: 0.0311626 | val_loss: 0.031181 | Time: 3272.29 ms
[2022-03-12 10:59:24 main:574] : INFO : Epoch 1577 | loss: 0.0311618 | val_loss: 0.0311801 | Time: 3297.82 ms
[2022-03-12 10:59:27 main:574] : INFO : Epoch 1578 | loss: 0.0311614 | val_loss: 0.0311817 | Time: 3321.51 ms
[2022-03-12 10:59:30 main:574] : INFO : Epoch 1579 | loss: 0.0311586 | val_loss: 0.0311848 | Time: 3327.04 ms
[2022-03-12 10:59:34 main:574] : INFO : Epoch 1580 | loss: 0.0311572 | val_loss: 0.0311802 | Time: 3363.99 ms
[2022-03-12 10:59:37 main:574] : INFO : Epoch 1581 | loss: 0.0311568 | val_loss: 0.0311798 | Time: 3319.37 ms
[2022-03-12 10:59:40 main:574] : INFO : Epoch 1582 | loss: 0.0311556 | val_loss: 0.0311834 | Time: 3326.26 ms
[2022-03-12 10:59:44 main:574] : INFO : Epoch 1583 | loss: 0.0311579 | val_loss: 0.0311814 | Time: 3257.29 ms
[2022-03-12 10:59:47 main:574] : INFO : Epoch 1584 | loss: 0.0311563 | val_loss: 0.0311826 | Time: 3379.18 ms
[2022-03-12 10:59:50 main:574] : INFO : Epoch 1585 | loss: 0.0311532 | val_loss: 0.0311833 | Time: 3354.18 ms
[2022-03-12 10:59:54 main:574] : INFO : Epoch 1586 | loss: 0.0311534 | val_loss: 0.0311802 | Time: 3360.12 ms
[2022-03-12 10:59:57 main:574] : INFO : Epoch 1587 | loss: 0.0311551 | val_loss: 0.0311887 | Time: 3350.34 ms
[2022-03-12 11:00:00 main:574] : INFO : Epoch 1588 | loss: 0.0311522 | val_loss: 0.0311821 | Time: 3323.08 ms
[2022-03-12 11:00:04 main:574] : INFO : Epoch 1589 | loss: 0.0311509 | val_loss: 0.0311823 | Time: 3336.48 ms
[2022-03-12 11:00:07 main:574] : INFO : Epoch 1590 | loss: 0.0311497 | val_loss: 0.031181 | Time: 3411.69 ms
[2022-03-12 11:00:11 main:574] : INFO : Epoch 1591 | loss: 0.0311491 | val_loss: 0.0311832 | Time: 3480.19 ms
[2022-03-12 11:00:14 main:574] : INFO : Epoch 1592 | loss: 0.031149 | val_loss: 0.0311823 | Time: 3422.79 ms
[2022-03-12 11:00:17 main:574] : INFO : Epoch 1593 | loss: 0.0311479 | val_loss: 0.0311818 | Time: 3512.81 ms
[2022-03-12 11:00:21 main:574] : INFO : Epoch 1594 | loss: 0.0311483 | val_loss: 0.0311849 | Time: 3414.31 ms
[2022-03-12 11:00:24 main:574] : INFO : Epoch 1595 | loss: 0.0311486 | val_loss: 0.0311864 | Time: 3491.99 ms
[2022-03-12 11:00:28 main:574] : INFO : Epoch 1596 | loss: 0.0311472 | val_loss: 0.0311835 | Time: 3330.01 ms
[2022-03-12 11:00:31 main:574] : INFO : Epoch 1597 | loss: 0.0311465 | val_loss: 0.0311843 | Time: 3300.83 ms
[2022-03-12 11:00:34 main:574] : INFO : Epoch 1598 | loss: 0.0311454 | val_loss: 0.0311798 | Time: 3431.99 ms
[2022-03-12 11:00:38 main:574] : INFO : Epoch 1599 | loss: 0.031145 | val_loss: 0.0311853 | Time: 3343.44 ms
[2022-03-12 11:00:41 main:574] : INFO : Epoch 1600 | loss: 0.0311473 | val_loss: 0.0311839 | Time: 3327.19 ms
[2022-03-12 11:00:44 main:574] : INFO : Epoch 1601 | loss: 0.0311464 | val_loss: 0.031188 | Time: 3303.12 ms
[2022-03-12 11:00:48 main:574] : INFO : Epoch 1602 | loss: 0.0311442 | val_loss: 0.031187 | Time: 3366.52 ms
[2022-03-12 11:00:51 main:574] : INFO : Epoch 1603 | loss: 0.0311448 | val_loss: 0.0311823 | Time: 3293.74 ms
[2022-03-12 11:00:54 main:574] : INFO : Epoch 1604 | loss: 0.0311445 | val_loss: 0.0311873 | Time: 3292.33 ms
[2022-03-12 11:00:58 main:574] : INFO : Epoch 1605 | loss: 0.0311447 | val_loss: 0.0311916 | Time: 3331.44 ms
[2022-03-12 11:01:01 main:574] : INFO : Epoch 1606 | loss: 0.031143 | val_loss: 0.0311881 | Time: 3374.91 ms
[2022-03-12 11:01:04 main:574] : INFO : Epoch 1607 | loss: 0.0311425 | val_loss: 0.0311857 | Time: 3237.87 ms
[2022-03-12 11:01:08 main:574] : INFO : Epoch 1608 | loss: 0.0311402 | val_loss: 0.0311845 | Time: 3328.1 ms
[2022-03-12 11:01:11 main:574] : INFO : Epoch 1609 | loss: 0.0311398 | val_loss: 0.0311879 | Time: 3324.59 ms
[2022-03-12 11:01:14 main:574] : INFO : Epoch 1610 | loss: 0.0311396 | val_loss: 0.0311843 | Time: 3376.3 ms
[2022-03-12 11:01:18 main:574] : INFO : Epoch 1611 | loss: 0.0311393 | val_loss: 0.031184 | Time: 3317.54 ms
[2022-03-12 11:01:21 main:574] : INFO : Epoch 1612 | loss: 0.0311406 | val_loss: 0.0311908 | Time: 3307 ms
[2022-03-12 11:01:24 main:574] : INFO : Epoch 1613 | loss: 0.0311397 | val_loss: 0.0311903 | Time: 3357.59 ms
[2022-03-12 11:01:28 main:574] : INFO : Epoch 1614 | loss: 0.0311407 | val_loss: 0.0311822 | Time: 3315.94 ms
[2022-03-12 11:01:31 main:574] : INFO : Epoch 1615 | loss: 0.0311391 | val_loss: 0.0311868 | Time: 3422.71 ms
[2022-03-12 11:01:35 main:574] : INFO : Epoch 1616 | loss: 0.0311385 | val_loss: 0.0311864 | Time: 3364.35 ms
[2022-03-12 11:01:38 main:574] : INFO : Epoch 1617 | loss: 0.0311376 | val_loss: 0.0311848 | Time: 3361.64 ms
[2022-03-12 11:01:41 main:574] : INFO : Epoch 1618 | loss: 0.0311405 | val_loss: 0.0311857 | Time: 3293.41 ms
[2022-03-12 11:01:44 main:574] : INFO : Epoch 1619 | loss: 0.0311377 | val_loss: 0.0311875 | Time: 3307.21 ms
[2022-03-12 11:01:48 main:574] : INFO : Epoch 1620 | loss: 0.0311381 | val_loss: 0.0311882 | Time: 3566.5 ms
[2022-03-12 11:01:52 main:574] : INFO : Epoch 1621 | loss: 0.0311381 | val_loss: 0.0311802 | Time: 3532.52 ms
[2022-03-12 11:01:56 main:574] : INFO : Epoch 1622 | loss: 0.0311371 | val_loss: 0.0311824 | Time: 4022.26 ms
[2022-03-12 11:01:59 main:574] : INFO : Epoch 1623 | loss: 0.0311338 | val_loss: 0.0311881 | Time: 3435.65 ms
[2022-03-12 11:02:03 main:574] : INFO : Epoch 1624 | loss: 0.0311384 | val_loss: 0.0311855 | Time: 3917.7 ms
[2022-03-12 11:02:06 main:574] : INFO : Epoch 1625 | loss: 0.031138 | val_loss: 0.0311882 | Time: 3352.88 ms
[2022-03-12 11:02:10 main:574] : INFO : Epoch 1626 | loss: 0.0311407 | val_loss: 0.0312028 | Time: 3327.66 ms
[2022-03-12 11:02:13 main:574] : INFO : Epoch 1627 | loss: 0.0311409 | val_loss: 0.031193 | Time: 3284.05 ms
[2022-03-12 11:02:16 main:574] : INFO : Epoch 1628 | loss: 0.0311356 | val_loss: 0.0311919 | Time: 3331.77 ms
[2022-03-12 11:02:20 main:574] : INFO : Epoch 1629 | loss: 0.0311365 | val_loss: 0.0311954 | Time: 3371.12 ms
[2022-03-12 11:02:23 main:574] : INFO : Epoch 1630 | loss: 0.0311381 | val_loss: 0.0311921 | Time: 3265.28 ms
[2022-03-12 11:02:26 main:574] : INFO : Epoch 1631 | loss: 0.0311394 | val_loss: 0.031193 | Time: 3306.8 ms
[2022-03-12 11:02:30 main:574] : INFO : Epoch 1632 | loss: 0.0311452 | val_loss: 0.0311817 | Time: 3319.21 ms
[2022-03-12 11:02:33 main:574] : INFO : Epoch 1633 | loss: 0.0311363 | val_loss: 0.0312051 | Time: 3330.77 ms
[2022-03-12 11:02:36 main:574] : INFO : Epoch 1634 | loss: 0.0311318 | val_loss: 0.0311893 | Time: 3317.95 ms
[2022-03-12 11:02:40 main:574] : INFO : Epoch 1635 | loss: 0.0311309 | val_loss: 0.0311895 | Time: 3340.46 ms
[2022-03-12 11:02:43 main:574] : INFO : Epoch 1636 | loss: 0.0311349 | val_loss: 0.0312007 | Time: 3289.82 ms
[2022-03-12 11:02:46 main:574] : INFO : Epoch 1637 | loss: 0.0311307 | val_loss: 0.0312023 | Time: 3392.07 ms
[2022-03-12 11:02:50 main:574] : INFO : Epoch 1638 | loss: 0.0311303 | val_loss: 0.0312022 | Time: 3315.39 ms
[2022-03-12 11:02:53 main:574] : INFO : Epoch 1639 | loss: 0.0311314 | val_loss: 0.0311954 | Time: 3368.53 ms
[2022-03-12 11:02:56 main:574] : INFO : Epoch 1640 | loss: 0.0311323 | val_loss: 0.0311974 | Time: 3253.43 ms
[2022-03-12 11:03:00 main:574] : INFO : Epoch 1641 | loss: 0.0311346 | val_loss: 0.0311994 | Time: 3411.76 ms
[2022-03-12 11:03:03 main:574] : INFO : Epoch 1642 | loss: 0.0311306 | val_loss: 0.0311963 | Time: 3369.58 ms
[2022-03-12 11:03:06 main:574] : INFO : Epoch 1643 | loss: 0.0311331 | val_loss: 0.0312022 | Time: 3409.41 ms
[2022-03-12 11:03:10 main:574] : INFO : Epoch 1644 | loss: 0.0311309 | val_loss: 0.0311989 | Time: 3356.28 ms
[2022-03-12 11:03:13 main:574] : INFO : Epoch 1645 | loss: 0.0311311 | val_loss: 0.0311915 | Time: 3379.37 ms
[2022-03-12 11:03:17 main:574] : INFO : Epoch 1646 | loss: 0.0311317 | val_loss: 0.0311944 | Time: 3388.29 ms
[2022-03-12 11:03:20 main:574] : INFO : Epoch 1647 | loss: 0.0311319 | val_loss: 0.0311949 | Time: 3295.13 ms
[2022-03-12 11:03:23 main:574] : INFO : Epoch 1648 | loss: 0.0311277 | val_loss: 0.0311901 | Time: 3420.13 ms
[2022-03-12 11:03:27 main:574] : INFO : Epoch 1649 | loss: 0.0311288 | val_loss: 0.0312039 | Time: 3449.12 ms
[2022-03-12 11:03:30 main:574] : INFO : Epoch 1650 | loss: 0.0311318 | val_loss: 0.0312015 | Time: 3467.96 ms
[2022-03-12 11:03:34 main:574] : INFO : Epoch 1651 | loss: 0.0311296 | val_loss: 0.0311992 | Time: 3354.51 ms
[2022-03-12 11:03:37 main:574] : INFO : Epoch 1652 | loss: 0.031129 | val_loss: 0.0311966 | Time: 3404.18 ms
[2022-03-12 11:03:40 main:574] : INFO : Epoch 1653 | loss: 0.0311285 | val_loss: 0.0311937 | Time: 3343.95 ms
[2022-03-12 11:03:44 main:574] : INFO : Epoch 1654 | loss: 0.0311257 | val_loss: 0.0312142 | Time: 3384.91 ms
[2022-03-12 11:03:47 main:574] : INFO : Epoch 1655 | loss: 0.031139 | val_loss: 0.0311945 | Time: 3352.53 ms
[2022-03-12 11:03:50 main:574] : INFO : Epoch 1656 | loss: 0.0311292 | val_loss: 0.0312057 | Time: 3317.1 ms
[2022-03-12 11:03:54 main:574] : INFO : Epoch 1657 | loss: 0.0311239 | val_loss: 0.0311952 | Time: 3345.66 ms
[2022-03-12 11:03:57 main:574] : INFO : Epoch 1658 | loss: 0.0311232 | val_loss: 0.0311986 | Time: 3291.74 ms
[2022-03-12 11:04:00 main:574] : INFO : Epoch 1659 | loss: 0.0311285 | val_loss: 0.0311983 | Time: 3403.86 ms
[2022-03-12 11:04:04 main:574] : INFO : Epoch 1660 | loss: 0.0311313 | val_loss: 0.0311987 | Time: 3309.5 ms
[2022-03-12 11:04:07 main:574] : INFO : Epoch 1661 | loss: 0.0311263 | val_loss: 0.0311946 | Time: 3323.22 ms
[2022-03-12 11:04:11 main:574] : INFO : Epoch 1662 | loss: 0.0311316 | val_loss: 0.0311947 | Time: 3551.09 ms
[2022-03-12 11:04:14 main:574] : INFO : Epoch 1663 | loss: 0.0311468 | val_loss: 0.0311959 | Time: 3615.11 ms
[2022-03-12 11:04:18 main:574] : INFO : Epoch 1664 | loss: 0.0311422 | val_loss: 0.0311966 | Time: 3722.55 ms
[2022-03-12 11:04:22 main:574] : INFO : Epoch 1665 | loss: 0.0311351 | val_loss: 0.0311959 | Time: 3690.41 ms
[2022-03-12 11:04:25 main:574] : INFO : Epoch 1666 | loss: 0.0311433 | val_loss: 0.0311793 | Time: 3696.33 ms
[2022-03-12 11:04:29 main:574] : INFO : Epoch 1667 | loss: 0.0311606 | val_loss: 0.03118 | Time: 3635.41 ms
[2022-03-12 11:04:33 main:574] : INFO : Epoch 1668 | loss: 0.0311532 | val_loss: 0.0311777 | Time: 3689.8 ms
[2022-03-12 11:04:36 main:574] : INFO : Epoch 1669 | loss: 0.0311503 | val_loss: 0.031184 | Time: 3693.46 ms
[2022-03-12 11:04:40 main:574] : INFO : Epoch 1670 | loss: 0.0311478 | val_loss: 0.0311791 | Time: 3731.07 ms
[2022-03-12 11:04:44 main:574] : INFO : Epoch 1671 | loss: 0.0311448 | val_loss: 0.0311816 | Time: 3667.27 ms
[2022-03-12 11:04:47 main:574] : INFO : Epoch 1672 | loss: 0.0311437 | val_loss: 0.0311889 | Time: 3667.13 ms
[2022-03-12 11:04:51 main:574] : INFO : Epoch 1673 | loss: 0.0311457 | val_loss: 0.0311912 | Time: 3603 ms
[2022-03-12 11:04:55 main:574] : INFO : Epoch 1674 | loss: 0.0311408 | val_loss: 0.0311901 | Time: 3681.96 ms
[2022-03-12 11:04:59 main:574] : INFO : Epoch 1675 | loss: 0.031138 | val_loss: 0.0311987 | Time: 3778.17 ms
[2022-03-12 11:05:02 main:574] : INFO : Epoch 1676 | loss: 0.0311365 | val_loss: 0.0311924 | Time: 3702.55 ms
[2022-03-12 11:05:06 main:574] : INFO : Epoch 1677 | loss: 0.0311324 | val_loss: 0.0311918 | Time: 3747.91 ms
[2022-03-12 11:05:10 main:574] : INFO : Epoch 1678 | loss: 0.0311338 | val_loss: 0.0312026 | Time: 3620.69 ms
[2022-03-12 11:05:13 main:574] : INFO : Epoch 1679 | loss: 0.0311348 | val_loss: 0.0311909 | Time: 3631.06 ms
[2022-03-12 11:05:17 main:574] : INFO : Epoch 1680 | loss: 0.0311377 | val_loss: 0.0311904 | Time: 3758.77 ms
[2022-03-12 11:05:21 main:574] : INFO : Epoch 1681 | loss: 0.0311307 | val_loss: 0.0311904 | Time: 3731.38 ms
[2022-03-12 11:05:24 main:574] : INFO : Epoch 1682 | loss: 0.0311294 | val_loss: 0.0311889 | Time: 3670.49 ms
[2022-03-12 11:05:28 main:574] : INFO : Epoch 1683 | loss: 0.0311283 | val_loss: 0.0311964 | Time: 3722.63 ms
[2022-03-12 11:05:32 main:574] : INFO : Epoch 1684 | loss: 0.0311261 | val_loss: 0.0312103 | Time: 3754.78 ms
[2022-03-12 11:05:36 main:574] : INFO : Epoch 1685 | loss: 0.0311274 | val_loss: 0.0311921 | Time: 3749.11 ms
[2022-03-12 11:05:39 main:574] : INFO : Epoch 1686 | loss: 0.0311303 | val_loss: 0.0311988 | Time: 3729.25 ms
[2022-03-12 11:05:43 main:574] : INFO : Epoch 1687 | loss: 0.0311304 | val_loss: 0.0311941 | Time: 3730.67 ms
[2022-03-12 11:05:47 main:574] : INFO : Epoch 1688 | loss: 0.0311315 | val_loss: 0.0311934 | Time: 3615.47 ms
[2022-03-12 11:05:50 main:574] : INFO : Epoch 1689 | loss: 0.031127 | val_loss: 0.0312007 | Time: 3691.98 ms
[2022-03-12 11:05:54 main:574] : INFO : Epoch 1690 | loss: 0.0311297 | val_loss: 0.0312159 | Time: 3646.55 ms
[2022-03-12 11:05:58 main:574] : INFO : Epoch 1691 | loss: 0.0311325 | val_loss: 0.0311921 | Time: 3805.88 ms
[2022-03-12 11:06:02 main:574] : INFO : Epoch 1692 | loss: 0.0311304 | val_loss: 0.0312072 | Time: 3768.61 ms
[2022-03-12 11:06:05 main:574] : INFO : Epoch 1693 | loss: 0.0311332 | val_loss: 0.0312045 | Time: 3701.92 ms
[2022-03-12 11:06:09 main:574] : INFO : Epoch 1694 | loss: 0.0311275 | val_loss: 0.0312036 | Time: 3631 ms
[2022-03-12 11:06:13 main:574] : INFO : Epoch 1695 | loss: 0.0311257 | val_loss: 0.0312044 | Time: 3643.15 ms
[2022-03-12 11:06:16 main:574] : INFO : Epoch 1696 | loss: 0.0311297 | val_loss: 0.031192 | Time: 3672.83 ms
[2022-03-12 11:06:20 main:574] : INFO : Epoch 1697 | loss: 0.0311296 | val_loss: 0.031201 | Time: 3705.18 ms
[2022-03-12 11:06:24 main:574] : INFO : Epoch 1698 | loss: 0.0311288 | val_loss: 0.031205 | Time: 3664.82 ms
[2022-03-12 11:06:27 main:574] : INFO : Epoch 1699 | loss: 0.0311243 | val_loss: 0.0311954 | Time: 3726.34 ms
[2022-03-12 11:06:31 main:574] : INFO : Epoch 1700 | loss: 0.0311215 | val_loss: 0.0311988 | Time: 3657.97 ms
[2022-03-12 11:06:35 main:574] : INFO : Epoch 1701 | loss: 0.0311232 | val_loss: 0.0311914 | Time: 3668.84 ms
[2022-03-12 11:06:39 main:574] : INFO : Epoch 1702 | loss: 0.0311246 | val_loss: 0.0312029 | Time: 3744.41 ms
[2022-03-12 11:06:42 main:574] : INFO : Epoch 1703 | loss: 0.031125 | val_loss: 0.0312068 | Time: 3693.25 ms
[2022-03-12 11:06:46 main:574] : INFO : Epoch 1704 | loss: 0.0311224 | val_loss: 0.0312174 | Time: 3616.98 ms
[2022-03-12 11:06:50 main:574] : INFO : Epoch 1705 | loss: 0.0311257 | val_loss: 0.0311967 | Time: 3704.57 ms
[2022-03-12 11:06:53 main:574] : INFO : Epoch 1706 | loss: 0.0311276 | val_loss: 0.031197 | Time: 3769.16 ms
[2022-03-12 11:06:57 main:574] : INFO : Epoch 1707 | loss: 0.0311246 | val_loss: 0.0311958 | Time: 3752.2 ms
[2022-03-12 11:07:01 main:574] : INFO : Epoch 1708 | loss: 0.0311261 | val_loss: 0.0312017 | Time: 3599.87 ms
[2022-03-12 11:07:04 main:574] : INFO : Epoch 1709 | loss: 0.0311272 | val_loss: 0.0312147 | Time: 3662.65 ms
[2022-03-12 11:07:08 main:574] : INFO : Epoch 1710 | loss: 0.0311262 | val_loss: 0.0312222 | Time: 3695.96 ms
[2022-03-12 11:07:12 main:574] : INFO : Epoch 1711 | loss: 0.0311264 | val_loss: 0.0312065 | Time: 3680.14 ms
[2022-03-12 11:07:15 main:574] : INFO : Epoch 1712 | loss: 0.0311229 | val_loss: 0.0311905 | Time: 3662.39 ms
[2022-03-12 11:07:19 main:574] : INFO : Epoch 1713 | loss: 0.03114 | val_loss: 0.0311755 | Time: 3660.4 ms
[2022-03-12 11:07:23 main:574] : INFO : Epoch 1714 | loss: 0.0311413 | val_loss: 0.0311919 | Time: 3464.98 ms
[2022-03-12 11:07:26 main:574] : INFO : Epoch 1715 | loss: 0.0311277 | val_loss: 0.0312178 | Time: 3468.77 ms
[2022-03-12 11:07:29 main:574] : INFO : Epoch 1716 | loss: 0.0311226 | val_loss: 0.0312149 | Time: 3462.26 ms
[2022-03-12 11:07:33 main:574] : INFO : Epoch 1717 | loss: 0.0311219 | val_loss: 0.0312013 | Time: 3402.09 ms
[2022-03-12 11:07:36 main:574] : INFO : Epoch 1718 | loss: 0.0311215 | val_loss: 0.0312103 | Time: 3380.41 ms
[2022-03-12 11:07:40 main:574] : INFO : Epoch 1719 | loss: 0.0311206 | val_loss: 0.0312116 | Time: 3350.1 ms
[2022-03-12 11:07:43 main:574] : INFO : Epoch 1720 | loss: 0.0311208 | val_loss: 0.0312202 | Time: 3581.64 ms
[2022-03-12 11:07:47 main:574] : INFO : Epoch 1721 | loss: 0.0311165 | val_loss: 0.0311996 | Time: 3394.47 ms
[2022-03-12 11:07:50 main:574] : INFO : Epoch 1722 | loss: 0.0311197 | val_loss: 0.0311994 | Time: 3235.12 ms
[2022-03-12 11:07:53 main:574] : INFO : Epoch 1723 | loss: 0.0311134 | val_loss: 0.031207 | Time: 3320.19 ms
[2022-03-12 11:07:57 main:574] : INFO : Epoch 1724 | loss: 0.0311147 | val_loss: 0.0311984 | Time: 3358.63 ms
[2022-03-12 11:08:00 main:574] : INFO : Epoch 1725 | loss: 0.0311154 | val_loss: 0.0312173 | Time: 3406.43 ms
[2022-03-12 11:08:03 main:574] : INFO : Epoch 1726 | loss: 0.0311155 | val_loss: 0.0312094 | Time: 3353.52 ms
[2022-03-12 11:08:07 main:574] : INFO : Epoch 1727 | loss: 0.0311277 | val_loss: 0.0312114 | Time: 3397.13 ms
[2022-03-12 11:08:10 main:574] : INFO : Epoch 1728 | loss: 0.0311215 | val_loss: 0.0312131 | Time: 3316.45 ms
[2022-03-12 11:08:13 main:574] : INFO : Epoch 1729 | loss: 0.0311187 | val_loss: 0.0312079 | Time: 3386.31 ms
[2022-03-12 11:08:17 main:574] : INFO : Epoch 1730 | loss: 0.0311188 | val_loss: 0.031224 | Time: 3444.01 ms
[2022-03-12 11:08:20 main:574] : INFO : Epoch 1731 | loss: 0.0311213 | val_loss: 0.0312207 | Time: 3299.94 ms
[2022-03-12 11:08:23 main:574] : INFO : Epoch 1732 | loss: 0.0311136 | val_loss: 0.0312131 | Time: 3263.78 ms
[2022-03-12 11:08:27 main:574] : INFO : Epoch 1733 | loss: 0.0311144 | val_loss: 0.0312041 | Time: 3312.26 ms
[2022-03-12 11:08:30 main:574] : INFO : Epoch 1734 | loss: 0.0311163 | val_loss: 0.0312073 | Time: 3307.45 ms
[2022-03-12 11:08:33 main:574] : INFO : Epoch 1735 | loss: 0.0311223 | val_loss: 0.031231 | Time: 3272.98 ms
[2022-03-12 11:08:37 main:574] : INFO : Epoch 1736 | loss: 0.0311344 | val_loss: 0.031205 | Time: 3315.95 ms
[2022-03-12 11:08:40 main:574] : INFO : Epoch 1737 | loss: 0.031126 | val_loss: 0.0312108 | Time: 3365.77 ms
[2022-03-12 11:08:43 main:574] : INFO : Epoch 1738 | loss: 0.031117 | val_loss: 0.0312262 | Time: 3341.41 ms
[2022-03-12 11:08:47 main:574] : INFO : Epoch 1739 | loss: 0.0311288 | val_loss: 0.0312101 | Time: 3301.89 ms
[2022-03-12 11:08:50 main:574] : INFO : Epoch 1740 | loss: 0.0311343 | val_loss: 0.0312125 | Time: 3310.43 ms
[2022-03-12 11:08:53 main:574] : INFO : Epoch 1741 | loss: 0.031128 | val_loss: 0.0312002 | Time: 3299.75 ms
[2022-03-12 11:08:57 main:574] : INFO : Epoch 1742 | loss: 0.0311185 | val_loss: 0.0312004 | Time: 3337.11 ms
[2022-03-12 11:09:00 main:574] : INFO : Epoch 1743 | loss: 0.0311198 | val_loss: 0.0311943 | Time: 3275.74 ms
[2022-03-12 11:09:03 main:574] : INFO : Epoch 1744 | loss: 0.0311164 | val_loss: 0.031202 | Time: 3294.71 ms
[2022-03-12 11:09:06 main:574] : INFO : Epoch 1745 | loss: 0.0311176 | val_loss: 0.0312009 | Time: 3293.03 ms
[2022-03-12 11:09:10 main:574] : INFO : Epoch 1746 | loss: 0.0311154 | val_loss: 0.0312034 | Time: 3300.89 ms
[2022-03-12 11:09:13 main:574] : INFO : Epoch 1747 | loss: 0.0311139 | val_loss: 0.0312107 | Time: 3342.35 ms
[2022-03-12 11:09:17 main:574] : INFO : Epoch 1748 | loss: 0.0311091 | val_loss: 0.0312187 | Time: 3376.47 ms
[2022-03-12 11:09:20 main:574] : INFO : Epoch 1749 | loss: 0.0311115 | val_loss: 0.0312081 | Time: 3567.03 ms
[2022-03-12 11:09:24 main:574] : INFO : Epoch 1750 | loss: 0.0311157 | val_loss: 0.0312135 | Time: 3468.44 ms
[2022-03-12 11:09:27 main:574] : INFO : Epoch 1751 | loss: 0.0311139 | val_loss: 0.0312218 | Time: 3399.01 ms
[2022-03-12 11:09:30 main:574] : INFO : Epoch 1752 | loss: 0.0311083 | val_loss: 0.0312198 | Time: 3336.21 ms
[2022-03-12 11:09:34 main:574] : INFO : Epoch 1753 | loss: 0.0311139 | val_loss: 0.0312258 | Time: 3318.71 ms
[2022-03-12 11:09:37 main:574] : INFO : Epoch 1754 | loss: 0.0311194 | val_loss: 0.0312324 | Time: 3393.56 ms
[2022-03-12 11:09:40 main:574] : INFO : Epoch 1755 | loss: 0.031121 | val_loss: 0.0312004 | Time: 3385.05 ms
[2022-03-12 11:09:44 main:574] : INFO : Epoch 1756 | loss: 0.0311148 | val_loss: 0.0312168 | Time: 3310.14 ms
[2022-03-12 11:09:47 main:574] : INFO : Epoch 1757 | loss: 0.0311115 | val_loss: 0.0312189 | Time: 3303.93 ms
[2022-03-12 11:09:50 main:574] : INFO : Epoch 1758 | loss: 0.0311124 | val_loss: 0.0312078 | Time: 3342.6 ms
[2022-03-12 11:09:54 main:574] : INFO : Epoch 1759 | loss: 0.031126 | val_loss: 0.031212 | Time: 3284.34 ms
[2022-03-12 11:09:57 main:574] : INFO : Epoch 1760 | loss: 0.0311161 | val_loss: 0.0312015 | Time: 3274.46 ms
[2022-03-12 11:10:00 main:574] : INFO : Epoch 1761 | loss: 0.0311115 | val_loss: 0.0312111 | Time: 3282.08 ms
[2022-03-12 11:10:04 main:574] : INFO : Epoch 1762 | loss: 0.0311196 | val_loss: 0.0311892 | Time: 3295.21 ms
[2022-03-12 11:10:07 main:574] : INFO : Epoch 1763 | loss: 0.0311184 | val_loss: 0.0311961 | Time: 3292.88 ms
[2022-03-12 11:10:10 main:574] : INFO : Epoch 1764 | loss: 0.0311216 | val_loss: 0.0312031 | Time: 3360.21 ms
[2022-03-12 11:10:13 main:574] : INFO : Epoch 1765 | loss: 0.0311135 | val_loss: 0.0312165 | Time: 3286.38 ms
[2022-03-12 11:10:17 main:574] : INFO : Epoch 1766 | loss: 0.0311123 | val_loss: 0.031201 | Time: 3293.94 ms
[2022-03-12 11:10:20 main:574] : INFO : Epoch 1767 | loss: 0.0311164 | val_loss: 0.0312082 | Time: 3577.23 ms
[2022-03-12 11:10:24 main:574] : INFO : Epoch 1768 | loss: 0.0311168 | val_loss: 0.0312405 | Time: 3362.23 ms
[2022-03-12 11:10:27 main:574] : INFO : Epoch 1769 | loss: 0.0311104 | val_loss: 0.031225 | Time: 3347.87 ms
[2022-03-12 11:10:30 main:574] : INFO : Epoch 1770 | loss: 0.0311074 | val_loss: 0.0312112 | Time: 3329.44 ms
[2022-03-12 11:10:34 main:574] : INFO : Epoch 1771 | loss: 0.0311086 | val_loss: 0.0312062 | Time: 3308.01 ms
[2022-03-12 11:10:37 main:574] : INFO : Epoch 1772 | loss: 0.031115 | val_loss: 0.0312021 | Time: 3326.11 ms
[2022-03-12 11:10:40 main:574] : INFO : Epoch 1773 | loss: 0.0311164 | val_loss: 0.0312008 | Time: 3296.45 ms
[2022-03-12 11:10:44 main:574] : INFO : Epoch 1774 | loss: 0.0311126 | val_loss: 0.0312038 | Time: 3283.43 ms
[2022-03-12 11:10:47 main:574] : INFO : Epoch 1775 | loss: 0.0311098 | val_loss: 0.0312032 | Time: 3270.61 ms
[2022-03-12 11:10:50 main:574] : INFO : Epoch 1776 | loss: 0.0311104 | val_loss: 0.0312185 | Time: 3294.98 ms
[2022-03-12 11:10:53 main:574] : INFO : Epoch 1777 | loss: 0.0311106 | val_loss: 0.031217 | Time: 3307.41 ms
[2022-03-12 11:10:57 main:574] : INFO : Epoch 1778 | loss: 0.0311095 | val_loss: 0.0312247 | Time: 3304.46 ms
[2022-03-12 11:11:00 main:574] : INFO : Epoch 1779 | loss: 0.0311117 | val_loss: 0.0312262 | Time: 3351.27 ms
[2022-03-12 11:11:03 main:574] : INFO : Epoch 1780 | loss: 0.0311208 | val_loss: 0.0312295 | Time: 3259.9 ms
[2022-03-12 11:11:07 main:574] : INFO : Epoch 1781 | loss: 0.0311044 | val_loss: 0.0312053 | Time: 3274.06 ms
[2022-03-12 11:11:10 main:574] : INFO : Epoch 1782 | loss: 0.0311043 | val_loss: 0.0312235 | Time: 3361.62 ms
[2022-03-12 11:11:13 main:574] : INFO : Epoch 1783 | loss: 0.0311065 | val_loss: 0.0312167 | Time: 3311.66 ms
[2022-03-12 11:11:17 main:574] : INFO : Epoch 1784 | loss: 0.0311094 | val_loss: 0.031205 | Time: 3306.37 ms
[2022-03-12 11:11:20 main:574] : INFO : Epoch 1785 | loss: 0.0311069 | val_loss: 0.0312105 | Time: 3335.82 ms
[2022-03-12 11:11:23 main:574] : INFO : Epoch 1786 | loss: 0.0311032 | val_loss: 0.0312266 | Time: 3302.7 ms
[2022-03-12 11:11:27 main:574] : INFO : Epoch 1787 | loss: 0.031101 | val_loss: 0.0312274 | Time: 3330.66 ms
[2022-03-12 11:11:30 main:574] : INFO : Epoch 1788 | loss: 0.0311028 | val_loss: 0.0312035 | Time: 3276.58 ms
[2022-03-12 11:11:33 main:574] : INFO : Epoch 1789 | loss: 0.0311057 | val_loss: 0.0312109 | Time: 3310.48 ms
[2022-03-12 11:11:37 main:574] : INFO : Epoch 1790 | loss: 0.0311064 | val_loss: 0.0312147 | Time: 3321.07 ms
[2022-03-12 11:11:40 main:574] : INFO : Epoch 1791 | loss: 0.0311069 | val_loss: 0.0312049 | Time: 3438.59 ms
[2022-03-12 11:11:43 main:574] : INFO : Epoch 1792 | loss: 0.0311043 | val_loss: 0.0312036 | Time: 3410.35 ms
[2022-03-12 11:11:47 main:574] : INFO : Epoch 1793 | loss: 0.0311053 | val_loss: 0.0312074 | Time: 3384.4 ms
[2022-03-12 11:11:50 main:574] : INFO : Epoch 1794 | loss: 0.0311093 | val_loss: 0.0311997 | Time: 3301.31 ms
[2022-03-12 11:11:53 main:574] : INFO : Epoch 1795 | loss: 0.0311067 | val_loss: 0.0312061 | Time: 3338.36 ms
[2022-03-12 11:11:57 main:574] : INFO : Epoch 1796 | loss: 0.0311015 | val_loss: 0.0312221 | Time: 3382.21 ms
[2022-03-12 11:12:00 main:574] : INFO : Epoch 1797 | loss: 0.0311034 | val_loss: 0.0311899 | Time: 3327.38 ms
[2022-03-12 11:12:04 main:574] : INFO : Epoch 1798 | loss: 0.0311137 | val_loss: 0.0312229 | Time: 3387.27 ms
[2022-03-12 11:12:07 main:574] : INFO : Epoch 1799 | loss: 0.0311067 | val_loss: 0.0312237 | Time: 3281.48 ms
[2022-03-12 11:12:10 main:574] : INFO : Epoch 1800 | loss: 0.0311016 | val_loss: 0.0312012 | Time: 3319.71 ms
[2022-03-12 11:12:14 main:574] : INFO : Epoch 1801 | loss: 0.0311011 | val_loss: 0.0312345 | Time: 3352.12 ms
[2022-03-12 11:12:17 main:574] : INFO : Epoch 1802 | loss: 0.031106 | val_loss: 0.0311901 | Time: 3334.19 ms
[2022-03-12 11:12:20 main:574] : INFO : Epoch 1803 | loss: 0.0311325 | val_loss: 0.0312111 | Time: 3314.68 ms
[2022-03-12 11:12:24 main:574] : INFO : Epoch 1804 | loss: 0.0311185 | val_loss: 0.0311947 | Time: 3326.41 ms
[2022-03-12 11:12:27 main:574] : INFO : Epoch 1805 | loss: 0.0311113 | val_loss: 0.0312244 | Time: 3301.29 ms
[2022-03-12 11:12:30 main:574] : INFO : Epoch 1806 | loss: 0.031111 | val_loss: 0.0312181 | Time: 3261.93 ms
[2022-03-12 11:12:33 main:574] : INFO : Epoch 1807 | loss: 0.0311054 | val_loss: 0.0312154 | Time: 3333.5 ms
[2022-03-12 11:12:37 main:574] : INFO : Epoch 1808 | loss: 0.0311116 | val_loss: 0.031195 | Time: 3283.24 ms
[2022-03-12 11:12:40 main:574] : INFO : Epoch 1809 | loss: 0.0311161 | val_loss: 0.0311979 | Time: 3328.67 ms
[2022-03-12 11:12:43 main:574] : INFO : Epoch 1810 | loss: 0.0311104 | val_loss: 0.0312142 | Time: 3294.18 ms
[2022-03-12 11:12:47 main:574] : INFO : Epoch 1811 | loss: 0.0311046 | val_loss: 0.0312162 | Time: 3343.23 ms
[2022-03-12 11:12:50 main:574] : INFO : Epoch 1812 | loss: 0.0311015 | val_loss: 0.0312192 | Time: 3300.69 ms
[2022-03-12 11:12:53 main:574] : INFO : Epoch 1813 | loss: 0.0310993 | val_loss: 0.0312304 | Time: 3245.78 ms
[2022-03-12 11:12:57 main:574] : INFO : Epoch 1814 | loss: 0.0311024 | val_loss: 0.0311964 | Time: 3329.48 ms
[2022-03-12 11:13:00 main:574] : INFO : Epoch 1815 | loss: 0.0311057 | val_loss: 0.0312142 | Time: 3289.68 ms
[2022-03-12 11:13:03 main:574] : INFO : Epoch 1816 | loss: 0.0310995 | val_loss: 0.0312178 | Time: 3308.08 ms
[2022-03-12 11:13:07 main:574] : INFO : Epoch 1817 | loss: 0.0311035 | val_loss: 0.0312331 | Time: 3322.2 ms
[2022-03-12 11:13:10 main:574] : INFO : Epoch 1818 | loss: 0.0311051 | val_loss: 0.0312422 | Time: 3294.11 ms
[2022-03-12 11:13:13 main:574] : INFO : Epoch 1819 | loss: 0.0310965 | val_loss: 0.0312159 | Time: 3335.52 ms
[2022-03-12 11:13:16 main:574] : INFO : Epoch 1820 | loss: 0.0310994 | val_loss: 0.0312022 | Time: 3291.54 ms
[2022-03-12 11:13:20 main:574] : INFO : Epoch 1821 | loss: 0.0310981 | val_loss: 0.0312252 | Time: 3328.27 ms
[2022-03-12 11:13:23 main:574] : INFO : Epoch 1822 | loss: 0.0311018 | val_loss: 0.031224 | Time: 3276.93 ms
[2022-03-12 11:13:26 main:574] : INFO : Epoch 1823 | loss: 0.0311095 | val_loss: 0.0312071 | Time: 3272.62 ms
[2022-03-12 11:13:30 main:574] : INFO : Epoch 1824 | loss: 0.0311014 | val_loss: 0.0312152 | Time: 3290.89 ms
[2022-03-12 11:13:33 main:574] : INFO : Epoch 1825 | loss: 0.0310977 | val_loss: 0.0312157 | Time: 3312.13 ms
[2022-03-12 11:13:36 main:574] : INFO : Epoch 1826 | loss: 0.0310963 | val_loss: 0.0312271 | Time: 3283.09 ms
[2022-03-12 11:13:40 main:574] : INFO : Epoch 1827 | loss: 0.0311028 | val_loss: 0.0312003 | Time: 3287.53 ms
[2022-03-12 11:13:43 main:574] : INFO : Epoch 1828 | loss: 0.0310988 | val_loss: 0.0312213 | Time: 3260.3 ms
[2022-03-12 11:13:46 main:574] : INFO : Epoch 1829 | loss: 0.0310965 | val_loss: 0.0312147 | Time: 3330.77 ms
[2022-03-12 11:13:50 main:574] : INFO : Epoch 1830 | loss: 0.0311005 | val_loss: 0.031205 | Time: 3359.7 ms
[2022-03-12 11:13:53 main:574] : INFO : Epoch 1831 | loss: 0.0311134 | val_loss: 0.031192 | Time: 3275.98 ms
[2022-03-12 11:13:56 main:574] : INFO : Epoch 1832 | loss: 0.0311266 | val_loss: 0.0312025 | Time: 3261.45 ms
[2022-03-12 11:13:59 main:574] : INFO : Epoch 1833 | loss: 0.0311208 | val_loss: 0.0311991 | Time: 3291.66 ms
[2022-03-12 11:14:03 main:574] : INFO : Epoch 1834 | loss: 0.031115 | val_loss: 0.031189 | Time: 3291.91 ms
[2022-03-12 11:14:06 main:574] : INFO : Epoch 1835 | loss: 0.0311135 | val_loss: 0.0311949 | Time: 3302.57 ms
[2022-03-12 11:14:09 main:574] : INFO : Epoch 1836 | loss: 0.0311071 | val_loss: 0.0312031 | Time: 3367.95 ms
[2022-03-12 11:14:13 main:574] : INFO : Epoch 1837 | loss: 0.0310995 | val_loss: 0.031221 | Time: 3277.94 ms
[2022-03-12 11:14:16 main:574] : INFO : Epoch 1838 | loss: 0.0310936 | val_loss: 0.0312061 | Time: 3305.36 ms
[2022-03-12 11:14:19 main:574] : INFO : Epoch 1839 | loss: 0.031104 | val_loss: 0.0312061 | Time: 3283.18 ms
[2022-03-12 11:14:22 main:574] : INFO : Epoch 1840 | loss: 0.0311049 | val_loss: 0.0312085 | Time: 3296.1 ms
[2022-03-12 11:14:26 main:574] : INFO : Epoch 1841 | loss: 0.0311024 | val_loss: 0.0312021 | Time: 3252.31 ms
[2022-03-12 11:14:29 main:574] : INFO : Epoch 1842 | loss: 0.031106 | val_loss: 0.0312086 | Time: 3296.32 ms
[2022-03-12 11:14:32 main:574] : INFO : Epoch 1843 | loss: 0.0311042 | val_loss: 0.0312229 | Time: 3310.94 ms
[2022-03-12 11:14:36 main:574] : INFO : Epoch 1844 | loss: 0.031098 | val_loss: 0.0312168 | Time: 3308.45 ms
[2022-03-12 11:14:39 main:574] : INFO : Epoch 1845 | loss: 0.0310971 | val_loss: 0.0312236 | Time: 3312.75 ms
[2022-03-12 11:14:42 main:574] : INFO : Epoch 1846 | loss: 0.0311017 | val_loss: 0.0312172 | Time: 3366.39 ms
[2022-03-12 11:14:46 main:574] : INFO : Epoch 1847 | loss: 0.0310989 | val_loss: 0.0312351 | Time: 3274.53 ms
[2022-03-12 11:14:49 main:574] : INFO : Epoch 1848 | loss: 0.031108 | val_loss: 0.0312105 | Time: 3239.99 ms
[2022-03-12 11:14:52 main:574] : INFO : Epoch 1849 | loss: 0.0311065 | val_loss: 0.0312246 | Time: 3333.59 ms
[2022-03-12 11:14:56 main:574] : INFO : Epoch 1850 | loss: 0.0311005 | val_loss: 0.0312197 | Time: 3299.73 ms
[2022-03-12 11:14:59 main:574] : INFO : Epoch 1851 | loss: 0.0310953 | val_loss: 0.031214 | Time: 3321.92 ms
[2022-03-12 11:15:02 main:574] : INFO : Epoch 1852 | loss: 0.0310951 | val_loss: 0.0312121 | Time: 3256.8 ms
[2022-03-12 11:15:05 main:574] : INFO : Epoch 1853 | loss: 0.0310912 | val_loss: 0.0312296 | Time: 3295.59 ms
[2022-03-12 11:15:09 main:574] : INFO : Epoch 1854 | loss: 0.0310938 | val_loss: 0.0312154 | Time: 3334.74 ms
[2022-03-12 11:15:12 main:574] : INFO : Epoch 1855 | loss: 0.0310989 | val_loss: 0.0312272 | Time: 3336.43 ms
[2022-03-12 11:15:15 main:574] : INFO : Epoch 1856 | loss: 0.0310964 | val_loss: 0.0312166 | Time: 3289.21 ms
[2022-03-12 11:15:19 main:574] : INFO : Epoch 1857 | loss: 0.0310944 | val_loss: 0.0312246 | Time: 3358.42 ms
[2022-03-12 11:15:22 main:574] : INFO : Epoch 1858 | loss: 0.0310929 | val_loss: 0.031238 | Time: 3302.63 ms
[2022-03-12 11:15:25 main:574] : INFO : Epoch 1859 | loss: 0.0310939 | val_loss: 0.0312317 | Time: 3261.41 ms
[2022-03-12 11:15:29 main:574] : INFO : Epoch 1860 | loss: 0.0310929 | val_loss: 0.0312166 | Time: 3352.04 ms
[2022-03-12 11:15:32 main:574] : INFO : Epoch 1861 | loss: 0.0310922 | val_loss: 0.0312184 | Time: 3343.43 ms
[2022-03-12 11:15:35 main:574] : INFO : Epoch 1862 | loss: 0.0310836 | val_loss: 0.0312239 | Time: 3326.72 ms
[2022-03-12 11:15:39 main:574] : INFO : Epoch 1863 | loss: 0.0310927 | val_loss: 0.0312022 | Time: 3323.21 ms
[2022-03-12 11:15:42 main:574] : INFO : Epoch 1864 | loss: 0.0310934 | val_loss: 0.03122 | Time: 3331.89 ms
[2022-03-12 11:15:45 main:574] : INFO : Epoch 1865 | loss: 0.0310943 | val_loss: 0.031228 | Time: 3298.44 ms
[2022-03-12 11:15:49 main:574] : INFO : Epoch 1866 | loss: 0.0310977 | val_loss: 0.0312041 | Time: 3281.82 ms
[2022-03-12 11:15:52 main:574] : INFO : Epoch 1867 | loss: 0.0310972 | val_loss: 0.0312211 | Time: 3307.91 ms
[2022-03-12 11:15:55 main:574] : INFO : Epoch 1868 | loss: 0.031097 | val_loss: 0.0312641 | Time: 3298.51 ms
[2022-03-12 11:15:59 main:574] : INFO : Epoch 1869 | loss: 0.0310881 | val_loss: 0.0312268 | Time: 3251.73 ms
[2022-03-12 11:16:02 main:574] : INFO : Epoch 1870 | loss: 0.0310847 | val_loss: 0.0312202 | Time: 3283.99 ms
[2022-03-12 11:16:05 main:574] : INFO : Epoch 1871 | loss: 0.0310872 | val_loss: 0.0312362 | Time: 3328.3 ms
[2022-03-12 11:16:08 main:574] : INFO : Epoch 1872 | loss: 0.0310919 | val_loss: 0.0312377 | Time: 3343.76 ms
[2022-03-12 11:16:12 main:574] : INFO : Epoch 1873 | loss: 0.031095 | val_loss: 0.0312242 | Time: 3290.92 ms
[2022-03-12 11:16:15 main:574] : INFO : Epoch 1874 | loss: 0.0310991 | val_loss: 0.0312149 | Time: 3272.59 ms
[2022-03-12 11:16:18 main:574] : INFO : Epoch 1875 | loss: 0.0310928 | val_loss: 0.0312151 | Time: 3260.11 ms
[2022-03-12 11:16:22 main:574] : INFO : Epoch 1876 | loss: 0.0310876 | val_loss: 0.0312186 | Time: 3322.46 ms
[2022-03-12 11:16:25 main:574] : INFO : Epoch 1877 | loss: 0.0310894 | val_loss: 0.031237 | Time: 3268.4 ms
[2022-03-12 11:16:28 main:574] : INFO : Epoch 1878 | loss: 0.0310859 | val_loss: 0.031234 | Time: 3307.66 ms
[2022-03-12 11:16:32 main:574] : INFO : Epoch 1879 | loss: 0.031086 | val_loss: 0.0312334 | Time: 3303.78 ms
[2022-03-12 11:16:35 main:574] : INFO : Epoch 1880 | loss: 0.0310877 | val_loss: 0.0312225 | Time: 3293.65 ms
[2022-03-12 11:16:38 main:574] : INFO : Epoch 1881 | loss: 0.031092 | val_loss: 0.0312252 | Time: 3286.36 ms
[2022-03-12 11:16:41 main:574] : INFO : Epoch 1882 | loss: 0.0311045 | val_loss: 0.0312042 | Time: 3313.79 ms
[2022-03-12 11:16:45 main:574] : INFO : Epoch 1883 | loss: 0.0311133 | val_loss: 0.031229 | Time: 3297.74 ms
[2022-03-12 11:16:48 main:574] : INFO : Epoch 1884 | loss: 0.031097 | val_loss: 0.0312143 | Time: 3270.42 ms
[2022-03-12 11:16:51 main:574] : INFO : Epoch 1885 | loss: 0.0310928 | val_loss: 0.0312304 | Time: 3334.56 ms
[2022-03-12 11:16:55 main:574] : INFO : Epoch 1886 | loss: 0.0310955 | val_loss: 0.0312358 | Time: 3281.24 ms
[2022-03-12 11:16:58 main:574] : INFO : Epoch 1887 | loss: 0.0310893 | val_loss: 0.0312398 | Time: 3297.82 ms
[2022-03-12 11:17:01 main:574] : INFO : Epoch 1888 | loss: 0.0310943 | val_loss: 0.0311992 | Time: 3304.55 ms
[2022-03-12 11:17:05 main:574] : INFO : Epoch 1889 | loss: 0.0310964 | val_loss: 0.0312353 | Time: 3249.43 ms
[2022-03-12 11:17:08 main:574] : INFO : Epoch 1890 | loss: 0.0310967 | val_loss: 0.0312236 | Time: 3248.18 ms
[2022-03-12 11:17:11 main:574] : INFO : Epoch 1891 | loss: 0.0310903 | val_loss: 0.031213 | Time: 3284.7 ms
[2022-03-12 11:17:14 main:574] : INFO : Epoch 1892 | loss: 0.0310882 | val_loss: 0.0312208 | Time: 3295.91 ms
[2022-03-12 11:17:18 main:574] : INFO : Epoch 1893 | loss: 0.0310837 | val_loss: 0.03122 | Time: 3331.49 ms
[2022-03-12 11:17:21 main:574] : INFO : Epoch 1894 | loss: 0.0310864 | val_loss: 0.0312134 | Time: 3336.22 ms
[2022-03-12 11:17:24 main:574] : INFO : Epoch 1895 | loss: 0.031089 | val_loss: 0.0312354 | Time: 3333.82 ms
[2022-03-12 11:17:28 main:574] : INFO : Epoch 1896 | loss: 0.0310847 | val_loss: 0.0312317 | Time: 3281.58 ms
[2022-03-12 11:17:31 main:574] : INFO : Epoch 1897 | loss: 0.0310877 | val_loss: 0.0312157 | Time: 3390.34 ms
[2022-03-12 11:17:34 main:574] : INFO : Epoch 1898 | loss: 0.0310857 | val_loss: 0.0312257 | Time: 3346.24 ms
[2022-03-12 11:17:38 main:574] : INFO : Epoch 1899 | loss: 0.0310881 | val_loss: 0.0312166 | Time: 3326.72 ms
[2022-03-12 11:17:41 main:574] : INFO : Epoch 1900 | loss: 0.031083 | val_loss: 0.0312372 | Time: 3318.91 ms
[2022-03-12 11:17:44 main:574] : INFO : Epoch 1901 | loss: 0.0310796 | val_loss: 0.0312299 | Time: 3313.98 ms
[2022-03-12 11:17:48 main:574] : INFO : Epoch 1902 | loss: 0.0310798 | val_loss: 0.0312215 | Time: 3318.15 ms
[2022-03-12 11:17:51 main:574] : INFO : Epoch 1903 | loss: 0.0310842 | val_loss: 0.0312343 | Time: 3320.89 ms
[2022-03-12 11:17:54 main:574] : INFO : Epoch 1904 | loss: 0.0310859 | val_loss: 0.0312081 | Time: 3283.17 ms
[2022-03-12 11:17:58 main:574] : INFO : Epoch 1905 | loss: 0.0310852 | val_loss: 0.031246 | Time: 3265.92 ms
[2022-03-12 11:18:01 main:574] : INFO : Epoch 1906 | loss: 0.0310812 | val_loss: 0.0312261 | Time: 3292.82 ms
[2022-03-12 11:18:04 main:574] : INFO : Epoch 1907 | loss: 0.031078 | val_loss: 0.0312558 | Time: 3312.47 ms
[2022-03-12 11:18:07 main:574] : INFO : Epoch 1908 | loss: 0.0310844 | val_loss: 0.0312234 | Time: 3264.82 ms
[2022-03-12 11:18:11 main:574] : INFO : Epoch 1909 | loss: 0.0310944 | val_loss: 0.031225 | Time: 3257.02 ms
[2022-03-12 11:18:14 main:574] : INFO : Epoch 1910 | loss: 0.0310873 | val_loss: 0.0312229 | Time: 3323.21 ms
[2022-03-12 11:18:17 main:574] : INFO : Epoch 1911 | loss: 0.0310869 | val_loss: 0.0312241 | Time: 3271.29 ms
[2022-03-12 11:18:21 main:574] : INFO : Epoch 1912 | loss: 0.0310879 | val_loss: 0.0312201 | Time: 3297.55 ms
[2022-03-12 11:18:24 main:574] : INFO : Epoch 1913 | loss: 0.0310861 | val_loss: 0.03124 | Time: 3266.79 ms
[2022-03-12 11:18:27 main:574] : INFO : Epoch 1914 | loss: 0.0310894 | val_loss: 0.0312073 | Time: 3342.33 ms
[2022-03-12 11:18:31 main:574] : INFO : Epoch 1915 | loss: 0.0310916 | val_loss: 0.0312261 | Time: 3317.68 ms
[2022-03-12 11:18:34 main:574] : INFO : Epoch 1916 | loss: 0.0310903 | val_loss: 0.0312185 | Time: 3279.6 ms
[2022-03-12 11:18:37 main:574] : INFO : Epoch 1917 | loss: 0.0310858 | val_loss: 0.031239 | Time: 3284.63 ms
[2022-03-12 11:18:40 main:574] : INFO : Epoch 1918 | loss: 0.0310803 | val_loss: 0.0312371 | Time: 3327.77 ms
[2022-03-12 11:18:44 main:574] : INFO : Epoch 1919 | loss: 0.0310788 | val_loss: 0.0312344 | Time: 3293.96 ms
[2022-03-12 11:18:47 main:574] : INFO : Epoch 1920 | loss: 0.0310812 | val_loss: 0.0312095 | Time: 3317.82 ms
[2022-03-12 11:18:50 main:574] : INFO : Epoch 1921 | loss: 0.0310873 | val_loss: 0.0312281 | Time: 3281.77 ms
[2022-03-12 11:18:54 main:574] : INFO : Epoch 1922 | loss: 0.0310877 | val_loss: 0.0312277 | Time: 3307.02 ms
[2022-03-12 11:18:57 main:574] : INFO : Epoch 1923 | loss: 0.0310887 | val_loss: 0.0312214 | Time: 3339.22 ms
[2022-03-12 11:19:00 main:574] : INFO : Epoch 1924 | loss: 0.0310869 | val_loss: 0.0312468 | Time: 3296.34 ms
[2022-03-12 11:19:04 main:574] : INFO : Epoch 1925 | loss: 0.0310906 | val_loss: 0.0312173 | Time: 3326.48 ms
[2022-03-12 11:19:07 main:574] : INFO : Epoch 1926 | loss: 0.031085 | val_loss: 0.0312513 | Time: 3531.59 ms
[2022-03-12 11:19:11 main:574] : INFO : Epoch 1927 | loss: 0.0310909 | val_loss: 0.0312204 | Time: 3414.12 ms
[2022-03-12 11:19:14 main:574] : INFO : Epoch 1928 | loss: 0.0310807 | val_loss: 0.0312374 | Time: 3312.17 ms
[2022-03-12 11:19:17 main:574] : INFO : Epoch 1929 | loss: 0.0310876 | val_loss: 0.031207 | Time: 3364.82 ms
[2022-03-12 11:19:21 main:574] : INFO : Epoch 1930 | loss: 0.0310908 | val_loss: 0.03123 | Time: 3244.38 ms
[2022-03-12 11:19:24 main:574] : INFO : Epoch 1931 | loss: 0.031081 | val_loss: 0.0312203 | Time: 3342.33 ms
[2022-03-12 11:19:27 main:574] : INFO : Epoch 1932 | loss: 0.0310763 | val_loss: 0.031246 | Time: 3312.75 ms
[2022-03-12 11:19:31 main:574] : INFO : Epoch 1933 | loss: 0.031075 | val_loss: 0.0312247 | Time: 3380.87 ms
[2022-03-12 11:19:34 main:574] : INFO : Epoch 1934 | loss: 0.0310828 | val_loss: 0.0312156 | Time: 3296.7 ms
[2022-03-12 11:19:37 main:574] : INFO : Epoch 1935 | loss: 0.031089 | val_loss: 0.0312291 | Time: 3311.57 ms
[2022-03-12 11:19:40 main:574] : INFO : Epoch 1936 | loss: 0.0310848 | val_loss: 0.0312295 | Time: 3253.28 ms
[2022-03-12 11:19:44 main:574] : INFO : Epoch 1937 | loss: 0.0310896 | val_loss: 0.0312266 | Time: 3287.6 ms
[2022-03-12 11:19:47 main:574] : INFO : Epoch 1938 | loss: 0.0310843 | val_loss: 0.0312263 | Time: 3285.71 ms
[2022-03-12 11:19:50 main:574] : INFO : Epoch 1939 | loss: 0.0311099 | val_loss: 0.0312183 | Time: 3290.66 ms
[2022-03-12 11:19:54 main:574] : INFO : Epoch 1940 | loss: 0.0311145 | val_loss: 0.0312258 | Time: 3285.58 ms
[2022-03-12 11:19:57 main:574] : INFO : Epoch 1941 | loss: 0.0310931 | val_loss: 0.0312134 | Time: 3282.01 ms
[2022-03-12 11:20:00 main:574] : INFO : Epoch 1942 | loss: 0.0310872 | val_loss: 0.0312262 | Time: 3315.79 ms
[2022-03-12 11:20:04 main:574] : INFO : Epoch 1943 | loss: 0.031091 | val_loss: 0.0312219 | Time: 3334.63 ms
[2022-03-12 11:20:07 main:574] : INFO : Epoch 1944 | loss: 0.0310831 | val_loss: 0.0312372 | Time: 3327.45 ms
[2022-03-12 11:20:10 main:574] : INFO : Epoch 1945 | loss: 0.0310788 | val_loss: 0.031246 | Time: 3343.52 ms
[2022-03-12 11:20:14 main:574] : INFO : Epoch 1946 | loss: 0.031082 | val_loss: 0.0312349 | Time: 3288.83 ms
[2022-03-12 11:20:17 main:574] : INFO : Epoch 1947 | loss: 0.0310895 | val_loss: 0.0312228 | Time: 3285.93 ms
[2022-03-12 11:20:20 main:574] : INFO : Epoch 1948 | loss: 0.03108 | val_loss: 0.0312268 | Time: 3251.75 ms
[2022-03-12 11:20:23 main:574] : INFO : Epoch 1949 | loss: 0.0310769 | val_loss: 0.0312396 | Time: 3321.7 ms
[2022-03-12 11:20:27 main:574] : INFO : Epoch 1950 | loss: 0.0310824 | val_loss: 0.0312115 | Time: 3304.63 ms
[2022-03-12 11:20:30 main:574] : INFO : Epoch 1951 | loss: 0.0310759 | val_loss: 0.0312298 | Time: 3323.68 ms
[2022-03-12 11:20:33 main:574] : INFO : Epoch 1952 | loss: 0.0310824 | val_loss: 0.031241 | Time: 3307.67 ms
[2022-03-12 11:20:37 main:574] : INFO : Epoch 1953 | loss: 0.0310932 | val_loss: 0.031244 | Time: 3312.79 ms
[2022-03-12 11:20:40 main:574] : INFO : Epoch 1954 | loss: 0.0311025 | val_loss: 0.031203 | Time: 3232.57 ms
[2022-03-12 11:20:43 main:574] : INFO : Epoch 1955 | loss: 0.0311027 | val_loss: 0.0312228 | Time: 3303.35 ms
[2022-03-12 11:20:46 main:574] : INFO : Epoch 1956 | loss: 0.0310864 | val_loss: 0.0312173 | Time: 3278.44 ms
[2022-03-12 11:20:50 main:574] : INFO : Epoch 1957 | loss: 0.031084 | val_loss: 0.0312181 | Time: 3285.57 ms
[2022-03-12 11:20:53 main:574] : INFO : Epoch 1958 | loss: 0.0310798 | val_loss: 0.0312493 | Time: 3290.31 ms
[2022-03-12 11:20:56 main:574] : INFO : Epoch 1959 | loss: 0.0310781 | val_loss: 0.0312271 | Time: 2578.97 ms
[2022-03-12 11:20:58 main:574] : INFO : Epoch 1960 | loss: 0.031079 | val_loss: 0.0312319 | Time: 2396.14 ms
[2022-03-12 11:21:00 main:574] : INFO : Epoch 1961 | loss: 0.0310769 | val_loss: 0.031218 | Time: 2421.46 ms
[2022-03-12 11:21:03 main:574] : INFO : Epoch 1962 | loss: 0.0310753 | val_loss: 0.031239 | Time: 2336.08 ms
[2022-03-12 11:21:05 main:574] : INFO : Epoch 1963 | loss: 0.0310756 | val_loss: 0.0312303 | Time: 2482.58 ms
[2022-03-12 11:21:08 main:574] : INFO : Epoch 1964 | loss: 0.0310771 | val_loss: 0.0312395 | Time: 2455.63 ms
[2022-03-12 11:21:10 main:574] : INFO : Epoch 1965 | loss: 0.0310698 | val_loss: 0.0312275 | Time: 2483.61 ms
[2022-03-12 11:21:14 main:574] : INFO : Epoch 1966 | loss: 0.0310658 | val_loss: 0.0312434 | Time: 3279.84 ms
[2022-03-12 11:21:17 main:574] : INFO : Epoch 1967 | loss: 0.031088 | val_loss: 0.0312238 | Time: 3257.65 ms
[2022-03-12 11:21:20 main:574] : INFO : Epoch 1968 | loss: 0.0311003 | val_loss: 0.0312097 | Time: 3292.2 ms
[2022-03-12 11:21:23 main:574] : INFO : Epoch 1969 | loss: 0.0310988 | val_loss: 0.0312338 | Time: 3289.24 ms
[2022-03-12 11:21:27 main:574] : INFO : Epoch 1970 | loss: 0.0310848 | val_loss: 0.0312269 | Time: 3259.35 ms
[2022-03-12 11:21:30 main:574] : INFO : Epoch 1971 | loss: 0.0310762 | val_loss: 0.031217 | Time: 3298.78 ms
[2022-03-12 11:21:33 main:574] : INFO : Epoch 1972 | loss: 0.0310774 | val_loss: 0.0312301 | Time: 3279 ms
[2022-03-12 11:21:37 main:574] : INFO : Epoch 1973 | loss: 0.0310845 | val_loss: 0.0312264 | Time: 3320.57 ms
[2022-03-12 11:21:40 main:574] : INFO : Epoch 1974 | loss: 0.0310816 | val_loss: 0.0312436 | Time: 3245.51 ms
[2022-03-12 11:21:43 main:574] : INFO : Epoch 1975 | loss: 0.0310784 | val_loss: 0.0312289 | Time: 3265.57 ms
[2022-03-12 11:21:47 main:574] : INFO : Epoch 1976 | loss: 0.0310825 | val_loss: 0.0312307 | Time: 3331.43 ms
[2022-03-12 11:21:50 main:574] : INFO : Epoch 1977 | loss: 0.0310858 | val_loss: 0.0312121 | Time: 3301.42 ms
[2022-03-12 11:21:53 main:574] : INFO : Epoch 1978 | loss: 0.0310936 | val_loss: 0.0312296 | Time: 3294.74 ms
[2022-03-12 11:21:56 main:574] : INFO : Epoch 1979 | loss: 0.0310811 | val_loss: 0.0312124 | Time: 3310.73 ms
[2022-03-12 11:22:00 main:574] : INFO : Epoch 1980 | loss: 0.0310764 | val_loss: 0.0312369 | Time: 3337.69 ms
[2022-03-12 11:22:03 main:574] : INFO : Epoch 1981 | loss: 0.0310775 | val_loss: 0.0312135 | Time: 3269.56 ms
[2022-03-12 11:22:06 main:574] : INFO : Epoch 1982 | loss: 0.0310801 | val_loss: 0.0312277 | Time: 3318.48 ms
[2022-03-12 11:22:10 main:574] : INFO : Epoch 1983 | loss: 0.0310771 | val_loss: 0.0312234 | Time: 3369.08 ms
[2022-03-12 11:22:13 main:574] : INFO : Epoch 1984 | loss: 0.0310733 | val_loss: 0.0312398 | Time: 3316.91 ms
[2022-03-12 11:22:16 main:574] : INFO : Epoch 1985 | loss: 0.0310694 | val_loss: 0.0312307 | Time: 3275.77 ms
[2022-03-12 11:22:20 main:574] : INFO : Epoch 1986 | loss: 0.0310728 | val_loss: 0.0312298 | Time: 3311.46 ms
[2022-03-12 11:22:23 main:574] : INFO : Epoch 1987 | loss: 0.0310705 | val_loss: 0.0312224 | Time: 3255.6 ms
[2022-03-12 11:22:26 main:574] : INFO : Epoch 1988 | loss: 0.0310797 | val_loss: 0.0312345 | Time: 3327.43 ms
[2022-03-12 11:22:30 main:574] : INFO : Epoch 1989 | loss: 0.0310706 | val_loss: 0.0312505 | Time: 3307.91 ms
[2022-03-12 11:22:33 main:574] : INFO : Epoch 1990 | loss: 0.0310733 | val_loss: 0.0312453 | Time: 3367.55 ms
[2022-03-12 11:22:36 main:574] : INFO : Epoch 1991 | loss: 0.0310736 | val_loss: 0.031235 | Time: 3310.96 ms
[2022-03-12 11:22:40 main:574] : INFO : Epoch 1992 | loss: 0.0310735 | val_loss: 0.0312346 | Time: 3423.88 ms
[2022-03-12 11:22:43 main:574] : INFO : Epoch 1993 | loss: 0.0310658 | val_loss: 0.0312282 | Time: 3254.36 ms
[2022-03-12 11:22:46 main:574] : INFO : Epoch 1994 | loss: 0.0310752 | val_loss: 0.0312438 | Time: 3329.56 ms
[2022-03-12 11:22:50 main:574] : INFO : Epoch 1995 | loss: 0.0310704 | val_loss: 0.0312443 | Time: 3309.57 ms
[2022-03-12 11:22:53 main:574] : INFO : Epoch 1996 | loss: 0.0310696 | val_loss: 0.0312235 | Time: 3294.13 ms
[2022-03-12 11:22:56 main:574] : INFO : Epoch 1997 | loss: 0.031073 | val_loss: 0.0312393 | Time: 3290.5 ms
[2022-03-12 11:23:00 main:574] : INFO : Epoch 1998 | loss: 0.0310759 | val_loss: 0.0312086 | Time: 3330.48 ms
[2022-03-12 11:23:03 main:574] : INFO : Epoch 1999 | loss: 0.0310789 | val_loss: 0.0312361 | Time: 3298.52 ms
[2022-03-12 11:23:06 main:574] : INFO : Epoch 2000 | loss: 0.031071 | val_loss: 0.0312177 | Time: 3278.78 ms
[2022-03-12 11:23:10 main:574] : INFO : Epoch 2001 | loss: 0.0310691 | val_loss: 0.0312511 | Time: 3481.98 ms
[2022-03-12 11:23:13 main:574] : INFO : Epoch 2002 | loss: 0.0310719 | val_loss: 0.0312188 | Time: 3281.94 ms
[2022-03-12 11:23:16 main:574] : INFO : Epoch 2003 | loss: 0.0310825 | val_loss: 0.0312272 | Time: 3320.97 ms
[2022-03-12 11:23:20 main:574] : INFO : Epoch 2004 | loss: 0.0310743 | val_loss: 0.0312341 | Time: 3277.14 ms
[2022-03-12 11:23:23 main:574] : INFO : Epoch 2005 | loss: 0.0310908 | val_loss: 0.0312212 | Time: 3326.12 ms
[2022-03-12 11:23:26 main:574] : INFO : Epoch 2006 | loss: 0.0311056 | val_loss: 0.0312133 | Time: 3335.85 ms
[2022-03-12 11:23:30 main:574] : INFO : Epoch 2007 | loss: 0.031095 | val_loss: 0.0312023 | Time: 3330.34 ms
[2022-03-12 11:23:33 main:574] : INFO : Epoch 2008 | loss: 0.031094 | val_loss: 0.0312344 | Time: 3279.34 ms
[2022-03-12 11:23:36 main:574] : INFO : Epoch 2009 | loss: 0.0310823 | val_loss: 0.0312329 | Time: 3293.81 ms
[2022-03-12 11:23:39 main:574] : INFO : Epoch 2010 | loss: 0.0310859 | val_loss: 0.0312144 | Time: 3299.08 ms
[2022-03-12 11:23:43 main:574] : INFO : Epoch 2011 | loss: 0.0310867 | val_loss: 0.0312273 | Time: 3235.43 ms
[2022-03-12 11:23:46 main:574] : INFO : Epoch 2012 | loss: 0.0310828 | val_loss: 0.0312495 | Time: 3292.93 ms
[2022-03-12 11:23:49 main:574] : INFO : Epoch 2013 | loss: 0.0310764 | val_loss: 0.0312422 | Time: 3335.52 ms
[2022-03-12 11:23:53 main:574] : INFO : Epoch 2014 | loss: 0.0310745 | val_loss: 0.0312355 | Time: 3278.75 ms
[2022-03-12 11:23:56 main:574] : INFO : Epoch 2015 | loss: 0.0310758 | val_loss: 0.031224 | Time: 3347.91 ms
[2022-03-12 11:23:59 main:574] : INFO : Epoch 2016 | loss: 0.0310747 | val_loss: 0.03125 | Time: 3349.89 ms
[2022-03-12 11:24:03 main:574] : INFO : Epoch 2017 | loss: 0.031083 | val_loss: 0.0312364 | Time: 3357.59 ms
[2022-03-12 11:24:06 main:574] : INFO : Epoch 2018 | loss: 0.0310761 | val_loss: 0.0312354 | Time: 3301.37 ms
[2022-03-12 11:24:09 main:574] : INFO : Epoch 2019 | loss: 0.0310873 | val_loss: 0.0312226 | Time: 3323.56 ms
[2022-03-12 11:24:13 main:574] : INFO : Epoch 2020 | loss: 0.0310786 | val_loss: 0.0312585 | Time: 3346.77 ms
[2022-03-12 11:24:16 main:574] : INFO : Epoch 2021 | loss: 0.0310697 | val_loss: 0.0312379 | Time: 3490.79 ms
[2022-03-12 11:24:20 main:574] : INFO : Epoch 2022 | loss: 0.0310702 | val_loss: 0.0312284 | Time: 3418.63 ms
[2022-03-12 11:24:23 main:574] : INFO : Epoch 2023 | loss: 0.0310736 | val_loss: 0.031252 | Time: 3578.13 ms
[2022-03-12 11:24:26 main:574] : INFO : Epoch 2024 | loss: 0.031064 | val_loss: 0.031241 | Time: 3324.06 ms
[2022-03-12 11:24:30 main:574] : INFO : Epoch 2025 | loss: 0.0310725 | val_loss: 0.0312366 | Time: 3335.72 ms
[2022-03-12 11:24:33 main:574] : INFO : Epoch 2026 | loss: 0.031074 | val_loss: 0.0312481 | Time: 3268.05 ms
[2022-03-12 11:24:36 main:574] : INFO : Epoch 2027 | loss: 0.0310703 | val_loss: 0.0312466 | Time: 3313.75 ms
[2022-03-12 11:24:40 main:574] : INFO : Epoch 2028 | loss: 0.0310716 | val_loss: 0.0312502 | Time: 3281.88 ms
[2022-03-12 11:24:43 main:574] : INFO : Epoch 2029 | loss: 0.0310674 | val_loss: 0.0312141 | Time: 3279.48 ms
[2022-03-12 11:24:46 main:574] : INFO : Epoch 2030 | loss: 0.0310726 | val_loss: 0.0312458 | Time: 3328.03 ms
[2022-03-12 11:24:50 main:574] : INFO : Epoch 2031 | loss: 0.0310723 | val_loss: 0.0312365 | Time: 3287.04 ms
[2022-03-12 11:24:53 main:574] : INFO : Epoch 2032 | loss: 0.03107 | val_loss: 0.0312564 | Time: 3432.77 ms
[2022-03-12 11:24:56 main:574] : INFO : Epoch 2033 | loss: 0.0310646 | val_loss: 0.0312423 | Time: 3367.41 ms
[2022-03-12 11:25:00 main:574] : INFO : Epoch 2034 | loss: 0.0310692 | val_loss: 0.0312413 | Time: 3327.45 ms
[2022-03-12 11:25:03 main:574] : INFO : Epoch 2035 | loss: 0.0310726 | val_loss: 0.0312277 | Time: 3388.18 ms
[2022-03-12 11:25:06 main:574] : INFO : Epoch 2036 | loss: 0.0310744 | val_loss: 0.0312294 | Time: 3328.66 ms
[2022-03-12 11:25:10 main:574] : INFO : Epoch 2037 | loss: 0.0310643 | val_loss: 0.0312251 | Time: 3428.63 ms
[2022-03-12 11:25:13 main:574] : INFO : Epoch 2038 | loss: 0.0310742 | val_loss: 0.031246 | Time: 3275.76 ms
[2022-03-12 11:25:17 main:574] : INFO : Epoch 2039 | loss: 0.0310785 | val_loss: 0.0312117 | Time: 3349.53 ms
[2022-03-12 11:25:20 main:574] : INFO : Epoch 2040 | loss: 0.0310753 | val_loss: 0.0312279 | Time: 3404.3 ms
[2022-03-12 11:25:23 main:574] : INFO : Epoch 2041 | loss: 0.0310778 | val_loss: 0.0312174 | Time: 3336.27 ms
[2022-03-12 11:25:26 main:574] : INFO : Epoch 2042 | loss: 0.0310707 | val_loss: 0.0312333 | Time: 2718.62 ms
[2022-03-12 11:25:28 main:574] : INFO : Epoch 2043 | loss: 0.0310697 | val_loss: 0.031225 | Time: 2352.51 ms
[2022-03-12 11:25:31 main:574] : INFO : Epoch 2044 | loss: 0.0310691 | val_loss: 0.0312501 | Time: 2248.73 ms
[2022-03-12 11:25:33 main:574] : INFO : Epoch 2045 | loss: 0.0310728 | val_loss: 0.0312438 | Time: 2321.4 ms
[2022-03-12 11:25:35 main:574] : INFO : Epoch 2046 | loss: 0.0310705 | val_loss: 0.0312273 | Time: 2265.73 ms
[2022-03-12 11:25:37 main:574] : INFO : Epoch 2047 | loss: 0.0310704 | val_loss: 0.0312377 | Time: 2247.74 ms
[2022-03-12 11:25:40 main:574] : INFO : Epoch 2048 | loss: 0.0310815 | val_loss: 0.0312271 | Time: 2238.07 ms
[2022-03-12 11:25:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312271
[2022-03-12 11:25:40 main:603] : INFO : Saving end state to config to file
[2022-03-12 11:25:40 main:608] : INFO : Success, exiting..
11:25:40 (8208): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)