Task 10983591
| Name | ParityModified-1639960835-4641-2-0_0 |
| Workunit | 8271186 |
| Created | 24 Jan 2022, 19:32:08 UTC |
| Sent | 9 Feb 2022, 19:21:59 UTC |
| Report deadline | 17 Feb 2022, 19:21:59 UTC |
| Received | 9 Feb 2022, 22:27:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16459 |
| Run time | 2 hours 2 min 56 sec |
| CPU time | 2 hours 0 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311264 | val_loss: 0.031154 | Time: 3424.71 ms
[2022-02-09 21:56:03 main:574] : INFO : Epoch 1543 | loss: 0.0311229 | val_loss: 0.0311465 | Time: 3505.22 ms
[2022-02-09 21:56:06 main:574] : INFO : Epoch 1544 | loss: 0.031118 | val_loss: 0.0311554 | Time: 3510.16 ms
[2022-02-09 21:56:10 main:574] : INFO : Epoch 1545 | loss: 0.0311138 | val_loss: 0.0311499 | Time: 3474.88 ms
[2022-02-09 21:56:13 main:574] : INFO : Epoch 1546 | loss: 0.0311141 | val_loss: 0.0311534 | Time: 3404.84 ms
[2022-02-09 21:56:17 main:574] : INFO : Epoch 1547 | loss: 0.0311119 | val_loss: 0.0311487 | Time: 3637.62 ms
[2022-02-09 21:56:21 main:574] : INFO : Epoch 1548 | loss: 0.0311072 | val_loss: 0.0311506 | Time: 3572.33 ms
[2022-02-09 21:56:24 main:574] : INFO : Epoch 1549 | loss: 0.0311076 | val_loss: 0.0311518 | Time: 3659.97 ms
[2022-02-09 21:56:28 main:574] : INFO : Epoch 1550 | loss: 0.0311077 | val_loss: 0.0311472 | Time: 3533.23 ms
[2022-02-09 21:56:31 main:574] : INFO : Epoch 1551 | loss: 0.0311055 | val_loss: 0.0311426 | Time: 3459.32 ms
[2022-02-09 21:56:35 main:574] : INFO : Epoch 1552 | loss: 0.0311094 | val_loss: 0.0311577 | Time: 3333.07 ms
[2022-02-09 21:56:38 main:574] : INFO : Epoch 1553 | loss: 0.0311069 | val_loss: 0.0311481 | Time: 3529.24 ms
[2022-02-09 21:56:42 main:574] : INFO : Epoch 1554 | loss: 0.0311037 | val_loss: 0.0311446 | Time: 3549.5 ms
[2022-02-09 21:56:45 main:574] : INFO : Epoch 1555 | loss: 0.031104 | val_loss: 0.0311479 | Time: 3475.55 ms
[2022-02-09 21:56:49 main:574] : INFO : Epoch 1556 | loss: 0.0311045 | val_loss: 0.0311428 | Time: 3395.55 ms
[2022-02-09 21:56:52 main:574] : INFO : Epoch 1557 | loss: 0.0311032 | val_loss: 0.0311452 | Time: 3563.89 ms
[2022-02-09 21:56:56 main:574] : INFO : Epoch 1558 | loss: 0.031102 | val_loss: 0.031149 | Time: 3465.82 ms
[2022-02-09 21:57:00 main:574] : INFO : Epoch 1559 | loss: 0.0311014 | val_loss: 0.0311502 | Time: 3611.94 ms
[2022-02-09 21:57:03 main:574] : INFO : Epoch 1560 | loss: 0.0311043 | val_loss: 0.0311496 | Time: 3522.35 ms
[2022-02-09 21:57:07 main:574] : INFO : Epoch 1561 | loss: 0.0311076 | val_loss: 0.0311479 | Time: 3578.88 ms
[2022-02-09 21:57:10 main:574] : INFO : Epoch 1562 | loss: 0.0311053 | val_loss: 0.031151 | Time: 3531.96 ms
[2022-02-09 21:57:14 main:574] : INFO : Epoch 1563 | loss: 0.0311084 | val_loss: 0.0311504 | Time: 3506.97 ms
[2022-02-09 21:57:18 main:574] : INFO : Epoch 1564 | loss: 0.0311047 | val_loss: 0.031151 | Time: 3593.92 ms
[2022-02-09 21:57:21 main:574] : INFO : Epoch 1565 | loss: 0.0311051 | val_loss: 0.0311506 | Time: 3530.26 ms
[2022-02-09 21:57:25 main:574] : INFO : Epoch 1566 | loss: 0.031105 | val_loss: 0.0311502 | Time: 3376.08 ms
[2022-02-09 21:57:28 main:574] : INFO : Epoch 1567 | loss: 0.0311112 | val_loss: 0.0311466 | Time: 3581.85 ms
[2022-02-09 21:57:32 main:574] : INFO : Epoch 1568 | loss: 0.0311072 | val_loss: 0.0311458 | Time: 3583.2 ms
[2022-02-09 21:57:35 main:574] : INFO : Epoch 1569 | loss: 0.0311057 | val_loss: 0.0311516 | Time: 3572.15 ms
[2022-02-09 21:57:39 main:574] : INFO : Epoch 1570 | loss: 0.0311044 | val_loss: 0.0311497 | Time: 3538.18 ms
[2022-02-09 21:57:43 main:574] : INFO : Epoch 1571 | loss: 0.0311031 | val_loss: 0.0311503 | Time: 3659.27 ms
[2022-02-09 21:57:47 main:574] : INFO : Epoch 1572 | loss: 0.0311055 | val_loss: 0.0311534 | Time: 3581.86 ms
[2022-02-09 21:57:50 main:574] : INFO : Epoch 1573 | loss: 0.0311037 | val_loss: 0.0311478 | Time: 3428.06 ms
[2022-02-09 21:57:54 main:574] : INFO : Epoch 1574 | loss: 0.0311032 | val_loss: 0.0311488 | Time: 3584.93 ms
[2022-02-09 21:57:57 main:574] : INFO : Epoch 1575 | loss: 0.0311019 | val_loss: 0.0311445 | Time: 3495.44 ms
[2022-02-09 21:58:01 main:574] : INFO : Epoch 1576 | loss: 0.0311013 | val_loss: 0.0311539 | Time: 3639.72 ms
[2022-02-09 21:58:04 main:574] : INFO : Epoch 1577 | loss: 0.0311018 | val_loss: 0.0311549 | Time: 3474.68 ms
[2022-02-09 21:58:08 main:574] : INFO : Epoch 1578 | loss: 0.0311014 | val_loss: 0.0311465 | Time: 3574.4 ms
[2022-02-09 21:58:12 main:574] : INFO : Epoch 1579 | loss: 0.0311033 | val_loss: 0.0311447 | Time: 3612.19 ms
[2022-02-09 21:58:15 main:574] : INFO : Epoch 1580 | loss: 0.0311015 | val_loss: 0.031148 | Time: 3618.34 ms
[2022-02-09 21:58:19 main:574] : INFO : Epoch 1581 | loss: 0.0311013 | val_loss: 0.031144 | Time: 3475.07 ms
[2022-02-09 21:58:23 main:574] : INFO : Epoch 1582 | loss: 0.0311003 | val_loss: 0.0311516 | Time: 3641.28 ms
[2022-02-09 21:58:26 main:574] : INFO : Epoch 1583 | loss: 0.0310991 | val_loss: 0.0311485 | Time: 3452.64 ms
[2022-02-09 21:58:30 main:574] : INFO : Epoch 1584 | loss: 0.0310983 | val_loss: 0.0311506 | Time: 3462.57 ms
[2022-02-09 21:58:33 main:574] : INFO : Epoch 1585 | loss: 0.0310999 | val_loss: 0.0311478 | Time: 3557.78 ms
[2022-02-09 21:58:37 main:574] : INFO : Epoch 1586 | loss: 0.0310983 | val_loss: 0.0311505 | Time: 3617.35 ms
[2022-02-09 21:58:40 main:574] : INFO : Epoch 1587 | loss: 0.0310984 | val_loss: 0.0311442 | Time: 3510.02 ms
[2022-02-09 21:58:44 main:574] : INFO : Epoch 1588 | loss: 0.0310974 | val_loss: 0.0311461 | Time: 3520.78 ms
[2022-02-09 21:58:47 main:574] : INFO : Epoch 1589 | loss: 0.0310973 | val_loss: 0.0311446 | Time: 3429.75 ms
[2022-02-09 21:58:51 main:574] : INFO : Epoch 1590 | loss: 0.0311002 | val_loss: 0.0311539 | Time: 3512.73 ms
[2022-02-09 21:58:55 main:574] : INFO : Epoch 1591 | loss: 0.0311023 | val_loss: 0.0311515 | Time: 3590.84 ms
[2022-02-09 21:58:58 main:574] : INFO : Epoch 1592 | loss: 0.0311049 | val_loss: 0.0311525 | Time: 3379.52 ms
[2022-02-09 21:59:02 main:574] : INFO : Epoch 1593 | loss: 0.0311034 | val_loss: 0.031151 | Time: 3676.31 ms
[2022-02-09 21:59:05 main:574] : INFO : Epoch 1594 | loss: 0.0311025 | val_loss: 0.0311515 | Time: 3357.7 ms
[2022-02-09 21:59:09 main:574] : INFO : Epoch 1595 | loss: 0.0310996 | val_loss: 0.0311492 | Time: 3590.75 ms
[2022-02-09 21:59:12 main:574] : INFO : Epoch 1596 | loss: 0.0311032 | val_loss: 0.0311496 | Time: 3503.69 ms
[2022-02-09 21:59:16 main:574] : INFO : Epoch 1597 | loss: 0.0311033 | val_loss: 0.0311592 | Time: 3504.65 ms
[2022-02-09 21:59:19 main:574] : INFO : Epoch 1598 | loss: 0.0311029 | val_loss: 0.0311521 | Time: 3557.37 ms
[2022-02-09 21:59:23 main:574] : INFO : Epoch 1599 | loss: 0.0311043 | val_loss: 0.0311549 | Time: 3548.34 ms
[2022-02-09 21:59:27 main:574] : INFO : Epoch 1600 | loss: 0.0311101 | val_loss: 0.0311519 | Time: 3568.24 ms
[2022-02-09 21:59:30 main:574] : INFO : Epoch 1601 | loss: 0.0311124 | val_loss: 0.0311509 | Time: 3721.4 ms
[2022-02-09 21:59:34 main:574] : INFO : Epoch 1602 | loss: 0.031111 | val_loss: 0.0311635 | Time: 3434.61 ms
[2022-02-09 21:59:38 main:574] : INFO : Epoch 1603 | loss: 0.0311322 | val_loss: 0.0311582 | Time: 3623.5 ms
[2022-02-09 21:59:41 main:574] : INFO : Epoch 1604 | loss: 0.0311318 | val_loss: 0.0311531 | Time: 3502.08 ms
[2022-02-09 21:59:45 main:574] : INFO : Epoch 1605 | loss: 0.0311248 | val_loss: 0.0311473 | Time: 3562.47 ms
[2022-02-09 21:59:48 main:574] : INFO : Epoch 1606 | loss: 0.0311239 | val_loss: 0.0311478 | Time: 3539.2 ms
[2022-02-09 21:59:52 main:574] : INFO : Epoch 1607 | loss: 0.0311222 | val_loss: 0.0311484 | Time: 3375.14 ms
[2022-02-09 21:59:55 main:574] : INFO : Epoch 1608 | loss: 0.0311193 | val_loss: 0.0311533 | Time: 3567.04 ms
[2022-02-09 21:59:59 main:574] : INFO : Epoch 1609 | loss: 0.0311203 | val_loss: 0.0311493 | Time: 3560.93 ms
[2022-02-09 22:00:03 main:574] : INFO : Epoch 1610 | loss: 0.0311202 | val_loss: 0.0311574 | Time: 3549.59 ms
[2022-02-09 22:00:06 main:574] : INFO : Epoch 1611 | loss: 0.0311189 | val_loss: 0.0311462 | Time: 3518.95 ms
[2022-02-09 22:00:10 main:574] : INFO : Epoch 1612 | loss: 0.0311132 | val_loss: 0.0311513 | Time: 3524.22 ms
[2022-02-09 22:00:13 main:574] : INFO : Epoch 1613 | loss: 0.0311124 | val_loss: 0.0311454 | Time: 3461.88 ms
[2022-02-09 22:00:17 main:574] : INFO : Epoch 1614 | loss: 0.0311124 | val_loss: 0.0311461 | Time: 3598.88 ms
[2022-02-09 22:00:20 main:574] : INFO : Epoch 1615 | loss: 0.0311107 | val_loss: 0.0311471 | Time: 3549.12 ms
[2022-02-09 22:00:24 main:574] : INFO : Epoch 1616 | loss: 0.0311104 | val_loss: 0.0311437 | Time: 3393.23 ms
[2022-02-09 22:00:28 main:574] : INFO : Epoch 1617 | loss: 0.0311384 | val_loss: 0.0311795 | Time: 3621.13 ms
[2022-02-09 22:00:31 main:574] : INFO : Epoch 1618 | loss: 0.0311705 | val_loss: 0.0311684 | Time: 3418.52 ms
[2022-02-09 22:00:35 main:574] : INFO : Epoch 1619 | loss: 0.0311687 | val_loss: 0.0311658 | Time: 3562.19 ms
[2022-02-09 22:00:38 main:574] : INFO : Epoch 1620 | loss: 0.0311629 | val_loss: 0.0311612 | Time: 3528.74 ms
[2022-02-09 22:00:42 main:574] : INFO : Epoch 1621 | loss: 0.0311599 | val_loss: 0.0311598 | Time: 3667.53 ms
[2022-02-09 22:00:46 main:574] : INFO : Epoch 1622 | loss: 0.0311568 | val_loss: 0.0311598 | Time: 3605.27 ms
[2022-02-09 22:00:49 main:574] : INFO : Epoch 1623 | loss: 0.0311553 | val_loss: 0.031159 | Time: 3472.74 ms
[2022-02-09 22:00:53 main:574] : INFO : Epoch 1624 | loss: 0.0311541 | val_loss: 0.0311558 | Time: 3613.65 ms
[2022-02-09 22:00:57 main:574] : INFO : Epoch 1625 | loss: 0.0311527 | val_loss: 0.0311605 | Time: 3800.47 ms
[2022-02-09 22:01:00 main:574] : INFO : Epoch 1626 | loss: 0.0311497 | val_loss: 0.0311531 | Time: 3633.71 ms
[2022-02-09 22:01:04 main:574] : INFO : Epoch 1627 | loss: 0.0311474 | val_loss: 0.0311526 | Time: 3355.78 ms
[2022-02-09 22:01:07 main:574] : INFO : Epoch 1628 | loss: 0.0311508 | val_loss: 0.031157 | Time: 3515.98 ms
[2022-02-09 22:01:11 main:574] : INFO : Epoch 1629 | loss: 0.0311454 | val_loss: 0.0311501 | Time: 3539.49 ms
[2022-02-09 22:01:15 main:574] : INFO : Epoch 1630 | loss: 0.0311429 | val_loss: 0.0311499 | Time: 3576.45 ms
[2022-02-09 22:01:18 main:574] : INFO : Epoch 1631 | loss: 0.0311425 | val_loss: 0.0311489 | Time: 3624.25 ms
[2022-02-09 22:01:22 main:574] : INFO : Epoch 1632 | loss: 0.0311399 | val_loss: 0.0311503 | Time: 3518.7 ms
[2022-02-09 22:01:25 main:574] : INFO : Epoch 1633 | loss: 0.0311404 | val_loss: 0.0311541 | Time: 3526.06 ms
[2022-02-09 22:01:29 main:574] : INFO : Epoch 1634 | loss: 0.0311375 | val_loss: 0.0311533 | Time: 3581.8 ms
[2022-02-09 22:01:32 main:574] : INFO : Epoch 1635 | loss: 0.0311365 | val_loss: 0.0311499 | Time: 3401.44 ms
[2022-02-09 22:01:36 main:574] : INFO : Epoch 1636 | loss: 0.0311354 | val_loss: 0.0311522 | Time: 3649.22 ms
[2022-02-09 22:01:40 main:574] : INFO : Epoch 1637 | loss: 0.0311359 | val_loss: 0.031151 | Time: 3481.2 ms
[2022-02-09 22:01:43 main:574] : INFO : Epoch 1638 | loss: 0.0311362 | val_loss: 0.0311568 | Time: 3578.18 ms
[2022-02-09 22:01:47 main:574] : INFO : Epoch 1639 | loss: 0.0311415 | val_loss: 0.0311506 | Time: 3523.81 ms
[2022-02-09 22:01:50 main:574] : INFO : Epoch 1640 | loss: 0.0311408 | val_loss: 0.0311509 | Time: 3643.05 ms
[2022-02-09 22:01:54 main:574] : INFO : Epoch 1641 | loss: 0.0311351 | val_loss: 0.0311475 | Time: 3484.66 ms
[2022-02-09 22:01:57 main:574] : INFO : Epoch 1642 | loss: 0.0311394 | val_loss: 0.0311474 | Time: 3419.31 ms
[2022-02-09 22:02:01 main:574] : INFO : Epoch 1643 | loss: 0.0311345 | val_loss: 0.0311513 | Time: 3581.49 ms
[2022-02-09 22:02:05 main:574] : INFO : Epoch 1644 | loss: 0.0311343 | val_loss: 0.0311494 | Time: 3687.26 ms
[2022-02-09 22:02:08 main:574] : INFO : Epoch 1645 | loss: 0.0311362 | val_loss: 0.0311521 | Time: 3515.86 ms
[2022-02-09 22:02:12 main:574] : INFO : Epoch 1646 | loss: 0.0311389 | val_loss: 0.0311517 | Time: 3655.32 ms
[2022-02-09 22:02:16 main:574] : INFO : Epoch 1647 | loss: 0.0311377 | val_loss: 0.0311546 | Time: 3472.14 ms
[2022-02-09 22:02:19 main:574] : INFO : Epoch 1648 | loss: 0.0311368 | val_loss: 0.0311504 | Time: 3599.25 ms
[2022-02-09 22:02:23 main:574] : INFO : Epoch 1649 | loss: 0.0311332 | val_loss: 0.0311512 | Time: 3487.72 ms
[2022-02-09 22:02:26 main:574] : INFO : Epoch 1650 | loss: 0.0311316 | val_loss: 0.0311514 | Time: 3398.47 ms
[2022-02-09 22:02:30 main:574] : INFO : Epoch 1651 | loss: 0.0311309 | val_loss: 0.0311527 | Time: 3518.69 ms
[2022-02-09 22:02:33 main:574] : INFO : Epoch 1652 | loss: 0.0311308 | val_loss: 0.0311499 | Time: 3562.43 ms
[2022-02-09 22:02:37 main:574] : INFO : Epoch 1653 | loss: 0.0311315 | val_loss: 0.031151 | Time: 3531.19 ms
[2022-02-09 22:02:41 main:574] : INFO : Epoch 1654 | loss: 0.0311343 | val_loss: 0.0311487 | Time: 3650.75 ms
[2022-02-09 22:02:44 main:574] : INFO : Epoch 1655 | loss: 0.0311309 | val_loss: 0.0311552 | Time: 3433.97 ms
[2022-02-09 22:02:48 main:574] : INFO : Epoch 1656 | loss: 0.0311312 | val_loss: 0.0311517 | Time: 3440.8 ms
[2022-02-09 22:02:51 main:574] : INFO : Epoch 1657 | loss: 0.0311299 | val_loss: 0.0311542 | Time: 3615.02 ms
[2022-02-09 22:02:55 main:574] : INFO : Epoch 1658 | loss: 0.03113 | val_loss: 0.0311458 | Time: 3474.61 ms
[2022-02-09 22:02:58 main:574] : INFO : Epoch 1659 | loss: 0.031129 | val_loss: 0.0311447 | Time: 3351.06 ms
[2022-02-09 22:03:02 main:574] : INFO : Epoch 1660 | loss: 0.0311261 | val_loss: 0.0311473 | Time: 3454.67 ms
[2022-02-09 22:03:05 main:574] : INFO : Epoch 1661 | loss: 0.031127 | val_loss: 0.0311473 | Time: 3353.84 ms
[2022-02-09 22:03:09 main:574] : INFO : Epoch 1662 | loss: 0.0311251 | val_loss: 0.031146 | Time: 3412.86 ms
[2022-02-09 22:03:12 main:574] : INFO : Epoch 1663 | loss: 0.0311282 | val_loss: 0.0311517 | Time: 3458.26 ms
[2022-02-09 22:03:16 main:574] : INFO : Epoch 1664 | loss: 0.0311246 | val_loss: 0.0311489 | Time: 3503.83 ms
[2022-02-09 22:03:19 main:574] : INFO : Epoch 1665 | loss: 0.031125 | val_loss: 0.0311477 | Time: 3695.47 ms
[2022-02-09 22:03:23 main:574] : INFO : Epoch 1666 | loss: 0.0311235 | val_loss: 0.0311501 | Time: 3501.46 ms
[2022-02-09 22:03:27 main:574] : INFO : Epoch 1667 | loss: 0.0311259 | val_loss: 0.0311468 | Time: 3592 ms
[2022-02-09 22:03:30 main:574] : INFO : Epoch 1668 | loss: 0.0311242 | val_loss: 0.0311478 | Time: 3502.25 ms
[2022-02-09 22:03:34 main:574] : INFO : Epoch 1669 | loss: 0.0311253 | val_loss: 0.031152 | Time: 3491.05 ms
[2022-02-09 22:03:37 main:574] : INFO : Epoch 1670 | loss: 0.0311248 | val_loss: 0.0311507 | Time: 3622.03 ms
[2022-02-09 22:03:41 main:574] : INFO : Epoch 1671 | loss: 0.0311257 | val_loss: 0.0311474 | Time: 3694.39 ms
[2022-02-09 22:03:45 main:574] : INFO : Epoch 1672 | loss: 0.0311252 | val_loss: 0.0311449 | Time: 3495.44 ms
[2022-02-09 22:03:48 main:574] : INFO : Epoch 1673 | loss: 0.031122 | val_loss: 0.0311495 | Time: 3648.33 ms
[2022-02-09 22:03:52 main:574] : INFO : Epoch 1674 | loss: 0.0311218 | val_loss: 0.0311449 | Time: 3461.16 ms
[2022-02-09 22:03:55 main:574] : INFO : Epoch 1675 | loss: 0.0311206 | val_loss: 0.0311459 | Time: 3614.79 ms
[2022-02-09 22:03:59 main:574] : INFO : Epoch 1676 | loss: 0.0311228 | val_loss: 0.0311481 | Time: 3536.9 ms
[2022-02-09 22:04:03 main:574] : INFO : Epoch 1677 | loss: 0.0311228 | val_loss: 0.0311482 | Time: 3567.37 ms
[2022-02-09 22:04:06 main:574] : INFO : Epoch 1678 | loss: 0.0311197 | val_loss: 0.0311496 | Time: 3432.93 ms
[2022-02-09 22:04:09 main:574] : INFO : Epoch 1679 | loss: 0.0311209 | val_loss: 0.0311499 | Time: 3322.56 ms
[2022-02-09 22:04:13 main:574] : INFO : Epoch 1680 | loss: 0.0311219 | val_loss: 0.0311499 | Time: 3641.31 ms
[2022-02-09 22:04:17 main:574] : INFO : Epoch 1681 | loss: 0.0311224 | val_loss: 0.0311504 | Time: 3588.73 ms
[2022-02-09 22:04:20 main:574] : INFO : Epoch 1682 | loss: 0.0311256 | val_loss: 0.0311466 | Time: 3606.98 ms
[2022-02-09 22:04:24 main:574] : INFO : Epoch 1683 | loss: 0.0311288 | val_loss: 0.0311467 | Time: 3494.57 ms
[2022-02-09 22:04:28 main:574] : INFO : Epoch 1684 | loss: 0.031128 | val_loss: 0.0311487 | Time: 3618.3 ms
[2022-02-09 22:04:31 main:574] : INFO : Epoch 1685 | loss: 0.0311252 | val_loss: 0.0311519 | Time: 3513 ms
[2022-02-09 22:04:35 main:574] : INFO : Epoch 1686 | loss: 0.031126 | val_loss: 0.0311463 | Time: 3631.46 ms
[2022-02-09 22:04:38 main:574] : INFO : Epoch 1687 | loss: 0.0311265 | val_loss: 0.031157 | Time: 3479.11 ms
[2022-02-09 22:04:42 main:574] : INFO : Epoch 1688 | loss: 0.0311237 | val_loss: 0.0311461 | Time: 3538.01 ms
[2022-02-09 22:04:45 main:574] : INFO : Epoch 1689 | loss: 0.0311218 | val_loss: 0.0311478 | Time: 3395.68 ms
[2022-02-09 22:04:49 main:574] : INFO : Epoch 1690 | loss: 0.0311201 | val_loss: 0.0311447 | Time: 3491.17 ms
[2022-02-09 22:04:52 main:574] : INFO : Epoch 1691 | loss: 0.031123 | val_loss: 0.0311522 | Time: 3434.96 ms
[2022-02-09 22:04:56 main:574] : INFO : Epoch 1692 | loss: 0.0311222 | val_loss: 0.0311454 | Time: 3638.9 ms
[2022-02-09 22:05:00 main:574] : INFO : Epoch 1693 | loss: 0.0311244 | val_loss: 0.0311474 | Time: 3444.54 ms
[2022-02-09 22:05:03 main:574] : INFO : Epoch 1694 | loss: 0.0311246 | val_loss: 0.0311466 | Time: 3535.24 ms
[2022-02-09 22:05:07 main:574] : INFO : Epoch 1695 | loss: 0.0311235 | val_loss: 0.0311469 | Time: 3468.87 ms
[2022-02-09 22:05:10 main:574] : INFO : Epoch 1696 | loss: 0.0311232 | val_loss: 0.031149 | Time: 3428.05 ms
[2022-02-09 22:05:14 main:574] : INFO : Epoch 1697 | loss: 0.0311206 | val_loss: 0.0311473 | Time: 3348.45 ms
[2022-02-09 22:05:17 main:574] : INFO : Epoch 1698 | loss: 0.0311188 | val_loss: 0.0311471 | Time: 3425 ms
[2022-02-09 22:05:21 main:574] : INFO : Epoch 1699 | loss: 0.0311182 | val_loss: 0.0311459 | Time: 3647.07 ms
[2022-02-09 22:05:24 main:574] : INFO : Epoch 1700 | loss: 0.0311173 | val_loss: 0.0311482 | Time: 3490.66 ms
[2022-02-09 22:05:28 main:574] : INFO : Epoch 1701 | loss: 0.0311183 | val_loss: 0.0311462 | Time: 3511.12 ms
[2022-02-09 22:05:31 main:574] : INFO : Epoch 1702 | loss: 0.0311188 | val_loss: 0.0311509 | Time: 3609.72 ms
[2022-02-09 22:05:35 main:574] : INFO : Epoch 1703 | loss: 0.0311204 | val_loss: 0.0311519 | Time: 3730.53 ms
[2022-02-09 22:05:39 main:574] : INFO : Epoch 1704 | loss: 0.0311192 | val_loss: 0.0311507 | Time: 3523.24 ms
[2022-02-09 22:05:42 main:574] : INFO : Epoch 1705 | loss: 0.0311192 | val_loss: 0.0311508 | Time: 3473.79 ms
[2022-02-09 22:05:46 main:574] : INFO : Epoch 1706 | loss: 0.0311171 | val_loss: 0.0311526 | Time: 3374.69 ms
[2022-02-09 22:05:49 main:574] : INFO : Epoch 1707 | loss: 0.0311185 | val_loss: 0.0311532 | Time: 3584.65 ms
[2022-02-09 22:05:53 main:574] : INFO : Epoch 1708 | loss: 0.0311161 | val_loss: 0.0311556 | Time: 3415.87 ms
[2022-02-09 22:05:56 main:574] : INFO : Epoch 1709 | loss: 0.0311163 | val_loss: 0.0311551 | Time: 3514.28 ms
[2022-02-09 22:06:00 main:574] : INFO : Epoch 1710 | loss: 0.0311154 | val_loss: 0.0311511 | Time: 3490.27 ms
[2022-02-09 22:06:03 main:574] : INFO : Epoch 1711 | loss: 0.0311178 | val_loss: 0.0311474 | Time: 3490.68 ms
[2022-02-09 22:06:07 main:574] : INFO : Epoch 1712 | loss: 0.0311159 | val_loss: 0.0311521 | Time: 3515.53 ms
[2022-02-09 22:06:11 main:574] : INFO : Epoch 1713 | loss: 0.0311179 | val_loss: 0.0311502 | Time: 3526.12 ms
[2022-02-09 22:06:14 main:574] : INFO : Epoch 1714 | loss: 0.0311138 | val_loss: 0.031151 | Time: 3592.85 ms
[2022-02-09 22:06:18 main:574] : INFO : Epoch 1715 | loss: 0.0311148 | val_loss: 0.0311551 | Time: 3532.49 ms
[2022-02-09 22:06:21 main:574] : INFO : Epoch 1716 | loss: 0.0311138 | val_loss: 0.0311528 | Time: 3538.91 ms
[2022-02-09 22:06:25 main:574] : INFO : Epoch 1717 | loss: 0.0311123 | val_loss: 0.0311549 | Time: 3496.63 ms
[2022-02-09 22:06:28 main:574] : INFO : Epoch 1718 | loss: 0.0311139 | val_loss: 0.0311509 | Time: 3476.5 ms
[2022-02-09 22:06:32 main:574] : INFO : Epoch 1719 | loss: 0.0311122 | val_loss: 0.031154 | Time: 3547.76 ms
[2022-02-09 22:06:36 main:574] : INFO : Epoch 1720 | loss: 0.0311149 | val_loss: 0.0311538 | Time: 3592.92 ms
[2022-02-09 22:06:39 main:574] : INFO : Epoch 1721 | loss: 0.0311123 | val_loss: 0.0311509 | Time: 3539.86 ms
[2022-02-09 22:06:43 main:574] : INFO : Epoch 1722 | loss: 0.031113 | val_loss: 0.031155 | Time: 3538.42 ms
[2022-02-09 22:06:46 main:574] : INFO : Epoch 1723 | loss: 0.0311135 | val_loss: 0.0311512 | Time: 3462 ms
[2022-02-09 22:06:50 main:574] : INFO : Epoch 1724 | loss: 0.0311144 | val_loss: 0.0311536 | Time: 3614.43 ms
[2022-02-09 22:06:54 main:574] : INFO : Epoch 1725 | loss: 0.0311123 | val_loss: 0.0311523 | Time: 3661.76 ms
[2022-02-09 22:06:57 main:574] : INFO : Epoch 1726 | loss: 0.0311155 | val_loss: 0.0311558 | Time: 3559.64 ms
[2022-02-09 22:07:01 main:574] : INFO : Epoch 1727 | loss: 0.0311124 | val_loss: 0.0311494 | Time: 3573.3 ms
[2022-02-09 22:07:04 main:574] : INFO : Epoch 1728 | loss: 0.0311113 | val_loss: 0.0311528 | Time: 3529.25 ms
[2022-02-09 22:07:08 main:574] : INFO : Epoch 1729 | loss: 0.0311104 | val_loss: 0.0311506 | Time: 3605.01 ms
[2022-02-09 22:07:12 main:574] : INFO : Epoch 1730 | loss: 0.0311153 | val_loss: 0.0311511 | Time: 3382.99 ms
[2022-02-09 22:07:15 main:574] : INFO : Epoch 1731 | loss: 0.0311132 | val_loss: 0.0311469 | Time: 3672.32 ms
[2022-02-09 22:07:19 main:574] : INFO : Epoch 1732 | loss: 0.0311108 | val_loss: 0.03115 | Time: 3515.39 ms
[2022-02-09 22:07:23 main:574] : INFO : Epoch 1733 | loss: 0.0311141 | val_loss: 0.0311525 | Time: 3632.68 ms
[2022-02-09 22:07:26 main:574] : INFO : Epoch 1734 | loss: 0.0311131 | val_loss: 0.0311554 | Time: 3539.37 ms
[2022-02-09 22:07:30 main:574] : INFO : Epoch 1735 | loss: 0.0311134 | val_loss: 0.0311528 | Time: 3518.08 ms
[2022-02-09 22:07:33 main:574] : INFO : Epoch 1736 | loss: 0.0311125 | val_loss: 0.031156 | Time: 3615.22 ms
[2022-02-09 22:07:37 main:574] : INFO : Epoch 1737 | loss: 0.0311112 | val_loss: 0.0311527 | Time: 3619.36 ms
[2022-02-09 22:07:41 main:574] : INFO : Epoch 1738 | loss: 0.0311111 | val_loss: 0.0311506 | Time: 3494.5 ms
[2022-02-09 22:07:44 main:574] : INFO : Epoch 1739 | loss: 0.0311145 | val_loss: 0.0311511 | Time: 3591.86 ms
[2022-02-09 22:07:48 main:574] : INFO : Epoch 1740 | loss: 0.0311146 | val_loss: 0.0311592 | Time: 3497.37 ms
[2022-02-09 22:07:51 main:574] : INFO : Epoch 1741 | loss: 0.0311123 | val_loss: 0.0311525 | Time: 3453.24 ms
[2022-02-09 22:07:55 main:574] : INFO : Epoch 1742 | loss: 0.0311107 | val_loss: 0.0311539 | Time: 3627.69 ms
[2022-02-09 22:07:59 main:574] : INFO : Epoch 1743 | loss: 0.0311108 | val_loss: 0.0311488 | Time: 3667.23 ms
[2022-02-09 22:08:02 main:574] : INFO : Epoch 1744 | loss: 0.0311137 | val_loss: 0.0311536 | Time: 3548.24 ms
[2022-02-09 22:08:06 main:574] : INFO : Epoch 1745 | loss: 0.0311126 | val_loss: 0.0311513 | Time: 3614.51 ms
[2022-02-09 22:08:10 main:574] : INFO : Epoch 1746 | loss: 0.031113 | val_loss: 0.0311536 | Time: 3674.14 ms
[2022-02-09 22:08:13 main:574] : INFO : Epoch 1747 | loss: 0.0311131 | val_loss: 0.0311514 | Time: 3456.91 ms
[2022-02-09 22:08:17 main:574] : INFO : Epoch 1748 | loss: 0.0311154 | val_loss: 0.0311665 | Time: 3420.26 ms
[2022-02-09 22:08:20 main:574] : INFO : Epoch 1749 | loss: 0.031117 | val_loss: 0.0311525 | Time: 3498.28 ms
[2022-02-09 22:08:24 main:574] : INFO : Epoch 1750 | loss: 0.0311122 | val_loss: 0.0311577 | Time: 3681.4 ms
[2022-02-09 22:08:27 main:574] : INFO : Epoch 1751 | loss: 0.031115 | val_loss: 0.0311605 | Time: 3562.21 ms
[2022-02-09 22:08:31 main:574] : INFO : Epoch 1752 | loss: 0.0311117 | val_loss: 0.0311594 | Time: 3666.22 ms
[2022-02-09 22:08:35 main:574] : INFO : Epoch 1753 | loss: 0.0311108 | val_loss: 0.0311571 | Time: 3542.89 ms
[2022-02-09 22:08:38 main:574] : INFO : Epoch 1754 | loss: 0.0311099 | val_loss: 0.0311514 | Time: 3590.23 ms
[2022-02-09 22:08:42 main:574] : INFO : Epoch 1755 | loss: 0.0311106 | val_loss: 0.0311569 | Time: 3572.03 ms
[2022-02-09 22:08:46 main:574] : INFO : Epoch 1756 | loss: 0.0311079 | val_loss: 0.0311535 | Time: 3556.68 ms
[2022-02-09 22:08:49 main:574] : INFO : Epoch 1757 | loss: 0.0311068 | val_loss: 0.0311545 | Time: 3458.93 ms
[2022-02-09 22:08:52 main:574] : INFO : Epoch 1758 | loss: 0.0311074 | val_loss: 0.0311537 | Time: 3390.95 ms
[2022-02-09 22:08:56 main:574] : INFO : Epoch 1759 | loss: 0.0311073 | val_loss: 0.0311537 | Time: 3532.17 ms
[2022-02-09 22:09:00 main:574] : INFO : Epoch 1760 | loss: 0.0311097 | val_loss: 0.0311546 | Time: 3582.24 ms
[2022-02-09 22:09:03 main:574] : INFO : Epoch 1761 | loss: 0.0311125 | val_loss: 0.0311567 | Time: 3364.44 ms
[2022-02-09 22:09:07 main:574] : INFO : Epoch 1762 | loss: 0.031109 | val_loss: 0.0311535 | Time: 3743.59 ms
[2022-02-09 22:09:11 main:574] : INFO : Epoch 1763 | loss: 0.0311112 | val_loss: 0.0311513 | Time: 3678.17 ms
[2022-02-09 22:09:14 main:574] : INFO : Epoch 1764 | loss: 0.0311146 | val_loss: 0.0311555 | Time: 3570.6 ms
[2022-02-09 22:09:18 main:574] : INFO : Epoch 1765 | loss: 0.0311155 | val_loss: 0.0311491 | Time: 3472.79 ms
[2022-02-09 22:09:21 main:574] : INFO : Epoch 1766 | loss: 0.0311145 | val_loss: 0.0311529 | Time: 3541.65 ms
[2022-02-09 22:09:25 main:574] : INFO : Epoch 1767 | loss: 0.0311133 | val_loss: 0.0311673 | Time: 3448.32 ms
[2022-02-09 22:09:28 main:574] : INFO : Epoch 1768 | loss: 0.0311139 | val_loss: 0.0311563 | Time: 3546.25 ms
[2022-02-09 22:09:32 main:574] : INFO : Epoch 1769 | loss: 0.0311227 | val_loss: 0.0311514 | Time: 3681.27 ms
[2022-02-09 22:09:36 main:574] : INFO : Epoch 1770 | loss: 0.0311211 | val_loss: 0.0311541 | Time: 3676.62 ms
[2022-02-09 22:09:39 main:574] : INFO : Epoch 1771 | loss: 0.0311204 | val_loss: 0.0311488 | Time: 3531.74 ms
[2022-02-09 22:09:43 main:574] : INFO : Epoch 1772 | loss: 0.0311174 | val_loss: 0.03115 | Time: 3494.41 ms
[2022-02-09 22:09:46 main:574] : INFO : Epoch 1773 | loss: 0.0311163 | val_loss: 0.031153 | Time: 3510.68 ms
[2022-02-09 22:09:50 main:574] : INFO : Epoch 1774 | loss: 0.0311156 | val_loss: 0.0311531 | Time: 3561.09 ms
[2022-02-09 22:09:54 main:574] : INFO : Epoch 1775 | loss: 0.0311142 | val_loss: 0.0311502 | Time: 3566.64 ms
[2022-02-09 22:09:57 main:574] : INFO : Epoch 1776 | loss: 0.0311149 | val_loss: 0.0311483 | Time: 3438.24 ms
[2022-02-09 22:10:01 main:574] : INFO : Epoch 1777 | loss: 0.0311151 | val_loss: 0.031147 | Time: 3413.5 ms
[2022-02-09 22:10:04 main:574] : INFO : Epoch 1778 | loss: 0.0311145 | val_loss: 0.0311507 | Time: 3561.76 ms
[2022-02-09 22:10:08 main:574] : INFO : Epoch 1779 | loss: 0.0311151 | val_loss: 0.0311454 | Time: 3523.2 ms
[2022-02-09 22:10:11 main:574] : INFO : Epoch 1780 | loss: 0.0311208 | val_loss: 0.0311472 | Time: 3460.88 ms
[2022-02-09 22:10:15 main:574] : INFO : Epoch 1781 | loss: 0.0311266 | val_loss: 0.0311477 | Time: 3475.89 ms
[2022-02-09 22:10:18 main:574] : INFO : Epoch 1782 | loss: 0.0311335 | val_loss: 0.031151 | Time: 3386.39 ms
[2022-02-09 22:10:22 main:574] : INFO : Epoch 1783 | loss: 0.0311286 | val_loss: 0.031159 | Time: 3457.34 ms
[2022-02-09 22:10:25 main:574] : INFO : Epoch 1784 | loss: 0.0311287 | val_loss: 0.0311495 | Time: 3435.4 ms
[2022-02-09 22:10:29 main:574] : INFO : Epoch 1785 | loss: 0.0311265 | val_loss: 0.0311548 | Time: 3500.76 ms
[2022-02-09 22:10:32 main:574] : INFO : Epoch 1786 | loss: 0.0311267 | val_loss: 0.0311483 | Time: 3645.62 ms
[2022-02-09 22:10:36 main:574] : INFO : Epoch 1787 | loss: 0.0311236 | val_loss: 0.0311481 | Time: 3469.48 ms
[2022-02-09 22:10:40 main:574] : INFO : Epoch 1788 | loss: 0.0311225 | val_loss: 0.0311486 | Time: 3573.87 ms
[2022-02-09 22:10:43 main:574] : INFO : Epoch 1789 | loss: 0.0311206 | val_loss: 0.0311467 | Time: 3522.61 ms
[2022-02-09 22:10:47 main:574] : INFO : Epoch 1790 | loss: 0.0311192 | val_loss: 0.0311442 | Time: 3672.63 ms
[2022-02-09 22:10:51 main:574] : INFO : Epoch 1791 | loss: 0.0311207 | val_loss: 0.0311468 | Time: 3676.29 ms
[2022-02-09 22:10:54 main:574] : INFO : Epoch 1792 | loss: 0.0311214 | val_loss: 0.0311459 | Time: 3515.87 ms
[2022-02-09 22:10:58 main:574] : INFO : Epoch 1793 | loss: 0.0311219 | val_loss: 0.031145 | Time: 3689.15 ms
[2022-02-09 22:11:01 main:574] : INFO : Epoch 1794 | loss: 0.0311192 | val_loss: 0.0311425 | Time: 3435.13 ms
[2022-02-09 22:11:05 main:574] : INFO : Epoch 1795 | loss: 0.0311206 | val_loss: 0.0311437 | Time: 3568.48 ms
[2022-02-09 22:11:09 main:574] : INFO : Epoch 1796 | loss: 0.0311241 | val_loss: 0.0311445 | Time: 3453.03 ms
[2022-02-09 22:11:12 main:574] : INFO : Epoch 1797 | loss: 0.0311207 | val_loss: 0.0311532 | Time: 3719.16 ms
[2022-02-09 22:11:16 main:574] : INFO : Epoch 1798 | loss: 0.0311237 | val_loss: 0.0311491 | Time: 3450.68 ms
[2022-02-09 22:11:20 main:574] : INFO : Epoch 1799 | loss: 0.0311201 | val_loss: 0.0311509 | Time: 3602.3 ms
[2022-02-09 22:11:23 main:574] : INFO : Epoch 1800 | loss: 0.0311204 | val_loss: 0.0311481 | Time: 3379.84 ms
[2022-02-09 22:11:27 main:574] : INFO : Epoch 1801 | loss: 0.0311204 | val_loss: 0.0311454 | Time: 3501.81 ms
[2022-02-09 22:11:30 main:574] : INFO : Epoch 1802 | loss: 0.0311173 | val_loss: 0.0311438 | Time: 3588.92 ms
[2022-02-09 22:11:34 main:574] : INFO : Epoch 1803 | loss: 0.0311159 | val_loss: 0.0311423 | Time: 3534.17 ms
[2022-02-09 22:11:37 main:574] : INFO : Epoch 1804 | loss: 0.0311143 | val_loss: 0.0311442 | Time: 3415.65 ms
[2022-02-09 22:11:41 main:574] : INFO : Epoch 1805 | loss: 0.0311133 | val_loss: 0.0311445 | Time: 3442.42 ms
[2022-02-09 22:11:44 main:574] : INFO : Epoch 1806 | loss: 0.0311178 | val_loss: 0.0311483 | Time: 3587.51 ms
[2022-02-09 22:11:48 main:574] : INFO : Epoch 1807 | loss: 0.0311201 | val_loss: 0.0311478 | Time: 3622.66 ms
[2022-02-09 22:11:51 main:574] : INFO : Epoch 1808 | loss: 0.0311192 | val_loss: 0.031154 | Time: 3429.68 ms
[2022-02-09 22:11:55 main:574] : INFO : Epoch 1809 | loss: 0.0311136 | val_loss: 0.0311447 | Time: 3499.9 ms
[2022-02-09 22:11:59 main:574] : INFO : Epoch 1810 | loss: 0.031114 | val_loss: 0.0311647 | Time: 3600.37 ms
[2022-02-09 22:12:02 main:574] : INFO : Epoch 1811 | loss: 0.0311207 | val_loss: 0.0311494 | Time: 3687.79 ms
[2022-02-09 22:12:06 main:574] : INFO : Epoch 1812 | loss: 0.0311152 | val_loss: 0.0311459 | Time: 3650.37 ms
[2022-02-09 22:12:10 main:574] : INFO : Epoch 1813 | loss: 0.0311124 | val_loss: 0.0311427 | Time: 3581.19 ms
[2022-02-09 22:12:13 main:574] : INFO : Epoch 1814 | loss: 0.0311103 | val_loss: 0.0311427 | Time: 3556.16 ms
[2022-02-09 22:12:17 main:574] : INFO : Epoch 1815 | loss: 0.0311089 | val_loss: 0.0311464 | Time: 3426.6 ms
[2022-02-09 22:12:20 main:574] : INFO : Epoch 1816 | loss: 0.0311117 | val_loss: 0.0311504 | Time: 3645.4 ms
[2022-02-09 22:12:24 main:574] : INFO : Epoch 1817 | loss: 0.0311117 | val_loss: 0.0311462 | Time: 3455.28 ms
[2022-02-09 22:12:27 main:574] : INFO : Epoch 1818 | loss: 0.0311139 | val_loss: 0.0311483 | Time: 3443.29 ms
[2022-02-09 22:12:31 main:574] : INFO : Epoch 1819 | loss: 0.0311122 | val_loss: 0.0311415 | Time: 3498.93 ms
[2022-02-09 22:12:35 main:574] : INFO : Epoch 1820 | loss: 0.0311126 | val_loss: 0.0311477 | Time: 3549.78 ms
[2022-02-09 22:12:38 main:574] : INFO : Epoch 1821 | loss: 0.0311148 | val_loss: 0.0311548 | Time: 3640.32 ms
[2022-02-09 22:12:42 main:574] : INFO : Epoch 1822 | loss: 0.0311128 | val_loss: 0.0311439 | Time: 3507.76 ms
[2022-02-09 22:12:45 main:574] : INFO : Epoch 1823 | loss: 0.0311094 | val_loss: 0.0311443 | Time: 3415.99 ms
[2022-02-09 22:12:49 main:574] : INFO : Epoch 1824 | loss: 0.031109 | val_loss: 0.0311454 | Time: 3644.36 ms
[2022-02-09 22:12:52 main:574] : INFO : Epoch 1825 | loss: 0.0311079 | val_loss: 0.0311492 | Time: 3406.57 ms
[2022-02-09 22:12:56 main:574] : INFO : Epoch 1826 | loss: 0.0311054 | val_loss: 0.0311479 | Time: 3517.98 ms
[2022-02-09 22:13:00 main:574] : INFO : Epoch 1827 | loss: 0.0311083 | val_loss: 0.03115 | Time: 3554.62 ms
[2022-02-09 22:13:03 main:574] : INFO : Epoch 1828 | loss: 0.0311107 | val_loss: 0.0311489 | Time: 3564.76 ms
[2022-02-09 22:13:07 main:574] : INFO : Epoch 1829 | loss: 0.0311096 | val_loss: 0.031141 | Time: 3457.04 ms
[2022-02-09 22:13:10 main:574] : INFO : Epoch 1830 | loss: 0.0311078 | val_loss: 0.0311435 | Time: 3709.27 ms
[2022-02-09 22:13:14 main:574] : INFO : Epoch 1831 | loss: 0.0311073 | val_loss: 0.0311432 | Time: 3618.03 ms
[2022-02-09 22:13:18 main:574] : INFO : Epoch 1832 | loss: 0.031105 | val_loss: 0.0311459 | Time: 3472.65 ms
[2022-02-09 22:13:21 main:574] : INFO : Epoch 1833 | loss: 0.0311064 | val_loss: 0.0311477 | Time: 3655.22 ms
[2022-02-09 22:13:25 main:574] : INFO : Epoch 1834 | loss: 0.0311054 | val_loss: 0.0311461 | Time: 3442.09 ms
[2022-02-09 22:13:28 main:574] : INFO : Epoch 1835 | loss: 0.0311046 | val_loss: 0.0311516 | Time: 3442.07 ms
[2022-02-09 22:13:32 main:574] : INFO : Epoch 1836 | loss: 0.0311052 | val_loss: 0.0311448 | Time: 3473.48 ms
[2022-02-09 22:13:35 main:574] : INFO : Epoch 1837 | loss: 0.0311114 | val_loss: 0.0311498 | Time: 3694.87 ms
[2022-02-09 22:13:39 main:574] : INFO : Epoch 1838 | loss: 0.031115 | val_loss: 0.0311443 | Time: 3395.84 ms
[2022-02-09 22:13:42 main:574] : INFO : Epoch 1839 | loss: 0.0311129 | val_loss: 0.0311443 | Time: 3524.04 ms
[2022-02-09 22:13:46 main:574] : INFO : Epoch 1840 | loss: 0.0311103 | val_loss: 0.0311429 | Time: 3284.44 ms
[2022-02-09 22:13:49 main:574] : INFO : Epoch 1841 | loss: 0.0311092 | val_loss: 0.0311443 | Time: 3352.71 ms
[2022-02-09 22:13:53 main:574] : INFO : Epoch 1842 | loss: 0.031107 | val_loss: 0.031142 | Time: 3560.04 ms
[2022-02-09 22:13:56 main:574] : INFO : Epoch 1843 | loss: 0.0311067 | val_loss: 0.0311446 | Time: 3588.24 ms
[2022-02-09 22:14:00 main:574] : INFO : Epoch 1844 | loss: 0.031107 | val_loss: 0.0311463 | Time: 3547.2 ms
[2022-02-09 22:14:04 main:574] : INFO : Epoch 1845 | loss: 0.0311094 | val_loss: 0.0311484 | Time: 3487.93 ms
[2022-02-09 22:14:07 main:574] : INFO : Epoch 1846 | loss: 0.0311079 | val_loss: 0.0311423 | Time: 3421.71 ms
[2022-02-09 22:14:11 main:574] : INFO : Epoch 1847 | loss: 0.0311093 | val_loss: 0.0311471 | Time: 3476.78 ms
[2022-02-09 22:14:14 main:574] : INFO : Epoch 1848 | loss: 0.0311119 | val_loss: 0.0311451 | Time: 3642.69 ms
[2022-02-09 22:14:18 main:574] : INFO : Epoch 1849 | loss: 0.0311096 | val_loss: 0.0311484 | Time: 3506.41 ms
[2022-02-09 22:14:21 main:574] : INFO : Epoch 1850 | loss: 0.0311065 | val_loss: 0.031149 | Time: 3367.19 ms
[2022-02-09 22:14:25 main:574] : INFO : Epoch 1851 | loss: 0.0311071 | val_loss: 0.0311435 | Time: 3519.88 ms
[2022-02-09 22:14:28 main:574] : INFO : Epoch 1852 | loss: 0.0311057 | val_loss: 0.0311469 | Time: 3601.8 ms
[2022-02-09 22:14:32 main:574] : INFO : Epoch 1853 | loss: 0.0311039 | val_loss: 0.0311471 | Time: 3630.19 ms
[2022-02-09 22:14:36 main:574] : INFO : Epoch 1854 | loss: 0.0311026 | val_loss: 0.031144 | Time: 3507.45 ms
[2022-02-09 22:14:39 main:574] : INFO : Epoch 1855 | loss: 0.0311024 | val_loss: 0.0311449 | Time: 3736.67 ms
[2022-02-09 22:14:43 main:574] : INFO : Epoch 1856 | loss: 0.0311032 | val_loss: 0.031142 | Time: 3369.93 ms
[2022-02-09 22:14:46 main:574] : INFO : Epoch 1857 | loss: 0.0311033 | val_loss: 0.0311432 | Time: 3516.21 ms
[2022-02-09 22:14:50 main:574] : INFO : Epoch 1858 | loss: 0.0311052 | val_loss: 0.0311432 | Time: 3460.22 ms
[2022-02-09 22:14:53 main:574] : INFO : Epoch 1859 | loss: 0.0311066 | val_loss: 0.0311443 | Time: 3434.62 ms
[2022-02-09 22:14:57 main:574] : INFO : Epoch 1860 | loss: 0.0311045 | val_loss: 0.0311451 | Time: 3431.79 ms
[2022-02-09 22:15:00 main:574] : INFO : Epoch 1861 | loss: 0.031103 | val_loss: 0.031147 | Time: 3380.25 ms
[2022-02-09 22:15:04 main:574] : INFO : Epoch 1862 | loss: 0.0311046 | val_loss: 0.0311439 | Time: 3571.06 ms
[2022-02-09 22:15:07 main:574] : INFO : Epoch 1863 | loss: 0.0311052 | val_loss: 0.0311421 | Time: 3522.83 ms
[2022-02-09 22:15:11 main:574] : INFO : Epoch 1864 | loss: 0.0311091 | val_loss: 0.0311471 | Time: 3532.85 ms
[2022-02-09 22:15:15 main:574] : INFO : Epoch 1865 | loss: 0.0311092 | val_loss: 0.0311497 | Time: 3501.39 ms
[2022-02-09 22:15:18 main:574] : INFO : Epoch 1866 | loss: 0.0311092 | val_loss: 0.0311407 | Time: 3652.26 ms
[2022-02-09 22:15:22 main:574] : INFO : Epoch 1867 | loss: 0.0311034 | val_loss: 0.0311435 | Time: 3401.18 ms
[2022-02-09 22:15:25 main:574] : INFO : Epoch 1868 | loss: 0.0311028 | val_loss: 0.0311411 | Time: 3523.67 ms
[2022-02-09 22:15:29 main:574] : INFO : Epoch 1869 | loss: 0.0311051 | val_loss: 0.0311431 | Time: 3479.37 ms
[2022-02-09 22:15:32 main:574] : INFO : Epoch 1870 | loss: 0.0311115 | val_loss: 0.0311448 | Time: 3551.44 ms
[2022-02-09 22:15:36 main:574] : INFO : Epoch 1871 | loss: 0.0311105 | val_loss: 0.0311473 | Time: 3557.7 ms
[2022-02-09 22:15:40 main:574] : INFO : Epoch 1872 | loss: 0.0311174 | val_loss: 0.0311453 | Time: 3559.64 ms
[2022-02-09 22:15:43 main:574] : INFO : Epoch 1873 | loss: 0.0311219 | val_loss: 0.0311468 | Time: 3398.19 ms
[2022-02-09 22:15:46 main:574] : INFO : Epoch 1874 | loss: 0.0311161 | val_loss: 0.0311442 | Time: 3414.74 ms
[2022-02-09 22:15:50 main:574] : INFO : Epoch 1875 | loss: 0.0311202 | val_loss: 0.03115 | Time: 3452.95 ms
[2022-02-09 22:15:54 main:574] : INFO : Epoch 1876 | loss: 0.0311193 | val_loss: 0.03115 | Time: 3594.1 ms
[2022-02-09 22:15:57 main:574] : INFO : Epoch 1877 | loss: 0.0311166 | val_loss: 0.031154 | Time: 3592.39 ms
[2022-02-09 22:16:01 main:574] : INFO : Epoch 1878 | loss: 0.0311148 | val_loss: 0.0311493 | Time: 3508.57 ms
[2022-02-09 22:16:04 main:574] : INFO : Epoch 1879 | loss: 0.0311209 | val_loss: 0.0311528 | Time: 3639.49 ms
[2022-02-09 22:16:08 main:574] : INFO : Epoch 1880 | loss: 0.0311275 | val_loss: 0.0311715 | Time: 3625.75 ms
[2022-02-09 22:16:12 main:574] : INFO : Epoch 1881 | loss: 0.0407202 | val_loss: 0.149095 | Time: 3485.82 ms
[2022-02-09 22:16:15 main:574] : INFO : Epoch 1882 | loss: 0.0431451 | val_loss: 0.0319592 | Time: 3582.9 ms
[2022-02-09 22:16:19 main:574] : INFO : Epoch 1883 | loss: 0.0319138 | val_loss: 0.0316224 | Time: 3597.17 ms
[2022-02-09 22:16:22 main:574] : INFO : Epoch 1884 | loss: 0.0313654 | val_loss: 0.0312855 | Time: 3527 ms
[2022-02-09 22:16:26 main:574] : INFO : Epoch 1885 | loss: 0.0312394 | val_loss: 0.0312086 | Time: 3544 ms
[2022-02-09 22:16:29 main:574] : INFO : Epoch 1886 | loss: 0.031193 | val_loss: 0.0311784 | Time: 3402.15 ms
[2022-02-09 22:16:33 main:574] : INFO : Epoch 1887 | loss: 0.0311724 | val_loss: 0.0311669 | Time: 3517.69 ms
[2022-02-09 22:16:37 main:574] : INFO : Epoch 1888 | loss: 0.0311654 | val_loss: 0.0311629 | Time: 3578.48 ms
[2022-02-09 22:16:40 main:574] : INFO : Epoch 1889 | loss: 0.0311627 | val_loss: 0.0311599 | Time: 3584.62 ms
[2022-02-09 22:16:44 main:574] : INFO : Epoch 1890 | loss: 0.0311594 | val_loss: 0.0311586 | Time: 3640.7 ms
[2022-02-09 22:16:47 main:574] : INFO : Epoch 1891 | loss: 0.0311585 | val_loss: 0.0311569 | Time: 3488.92 ms
[2022-02-09 22:16:51 main:574] : INFO : Epoch 1892 | loss: 0.0311574 | val_loss: 0.0311549 | Time: 3337.41 ms
[2022-02-09 22:16:55 main:574] : INFO : Epoch 1893 | loss: 0.0311564 | val_loss: 0.0311545 | Time: 3692.02 ms
[2022-02-09 22:16:58 main:574] : INFO : Epoch 1894 | loss: 0.0311559 | val_loss: 0.0311538 | Time: 3430.7 ms
[2022-02-09 22:17:02 main:574] : INFO : Epoch 1895 | loss: 0.0311556 | val_loss: 0.0311545 | Time: 3536.31 ms
[2022-02-09 22:17:05 main:574] : INFO : Epoch 1896 | loss: 0.0311556 | val_loss: 0.0311556 | Time: 3657.13 ms
[2022-02-09 22:17:09 main:574] : INFO : Epoch 1897 | loss: 0.0311559 | val_loss: 0.031154 | Time: 3510.13 ms
[2022-02-09 22:17:13 main:574] : INFO : Epoch 1898 | loss: 0.0311546 | val_loss: 0.031154 | Time: 3720.6 ms
[2022-02-09 22:17:16 main:574] : INFO : Epoch 1899 | loss: 0.0311546 | val_loss: 0.0311552 | Time: 3603.96 ms
[2022-02-09 22:17:20 main:574] : INFO : Epoch 1900 | loss: 0.031155 | val_loss: 0.0311562 | Time: 3626.21 ms
[2022-02-09 22:17:23 main:574] : INFO : Epoch 1901 | loss: 0.0311549 | val_loss: 0.0311539 | Time: 3375.82 ms
[2022-02-09 22:17:27 main:574] : INFO : Epoch 1902 | loss: 0.0311534 | val_loss: 0.031155 | Time: 3466.54 ms
[2022-02-09 22:17:31 main:574] : INFO : Epoch 1903 | loss: 0.031154 | val_loss: 0.0311565 | Time: 3661.54 ms
[2022-02-09 22:17:34 main:574] : INFO : Epoch 1904 | loss: 0.0311538 | val_loss: 0.0311521 | Time: 3485.36 ms
[2022-02-09 22:17:38 main:574] : INFO : Epoch 1905 | loss: 0.031151 | val_loss: 0.0311528 | Time: 3610.59 ms
[2022-02-09 22:17:41 main:574] : INFO : Epoch 1906 | loss: 0.0311508 | val_loss: 0.0311515 | Time: 3634.79 ms
[2022-02-09 22:17:45 main:574] : INFO : Epoch 1907 | loss: 0.0311499 | val_loss: 0.0311512 | Time: 3448.8 ms
[2022-02-09 22:17:48 main:574] : INFO : Epoch 1908 | loss: 0.0311497 | val_loss: 0.0311523 | Time: 3411.03 ms
[2022-02-09 22:17:52 main:574] : INFO : Epoch 1909 | loss: 0.0311503 | val_loss: 0.0311534 | Time: 3459.72 ms
[2022-02-09 22:17:55 main:574] : INFO : Epoch 1910 | loss: 0.0311511 | val_loss: 0.0311528 | Time: 3550.95 ms
[2022-02-09 22:17:59 main:574] : INFO : Epoch 1911 | loss: 0.0311496 | val_loss: 0.0311515 | Time: 3583.5 ms
[2022-02-09 22:18:03 main:574] : INFO : Epoch 1912 | loss: 0.0311494 | val_loss: 0.0311511 | Time: 3483.41 ms
[2022-02-09 22:18:06 main:574] : INFO : Epoch 1913 | loss: 0.0311502 | val_loss: 0.0311517 | Time: 3463.79 ms
[2022-02-09 22:18:10 main:574] : INFO : Epoch 1914 | loss: 0.0311493 | val_loss: 0.0311507 | Time: 3467.75 ms
[2022-02-09 22:18:13 main:574] : INFO : Epoch 1915 | loss: 0.0311485 | val_loss: 0.0311517 | Time: 3553.56 ms
[2022-02-09 22:18:17 main:574] : INFO : Epoch 1916 | loss: 0.0311494 | val_loss: 0.0311531 | Time: 3479.24 ms
[2022-02-09 22:18:20 main:574] : INFO : Epoch 1917 | loss: 0.0311489 | val_loss: 0.0311532 | Time: 3717.46 ms
[2022-02-09 22:18:24 main:574] : INFO : Epoch 1918 | loss: 0.0311491 | val_loss: 0.0311527 | Time: 3444.04 ms
[2022-02-09 22:18:28 main:574] : INFO : Epoch 1919 | loss: 0.0311484 | val_loss: 0.0311515 | Time: 3555.2 ms
[2022-02-09 22:18:31 main:574] : INFO : Epoch 1920 | loss: 0.0311479 | val_loss: 0.0311524 | Time: 3511.15 ms
[2022-02-09 22:18:34 main:574] : INFO : Epoch 1921 | loss: 0.0311484 | val_loss: 0.0311562 | Time: 3322.19 ms
[2022-02-09 22:18:38 main:574] : INFO : Epoch 1922 | loss: 0.0311498 | val_loss: 0.0311535 | Time: 3550.76 ms
[2022-02-09 22:18:42 main:574] : INFO : Epoch 1923 | loss: 0.0311501 | val_loss: 0.031154 | Time: 3452.82 ms
[2022-02-09 22:18:45 main:574] : INFO : Epoch 1924 | loss: 0.0311484 | val_loss: 0.0311505 | Time: 3422.13 ms
[2022-02-09 22:18:49 main:574] : INFO : Epoch 1925 | loss: 0.0311476 | val_loss: 0.03115 | Time: 3516.64 ms
[2022-02-09 22:18:52 main:574] : INFO : Epoch 1926 | loss: 0.031147 | val_loss: 0.0311502 | Time: 3672.08 ms
[2022-02-09 22:18:56 main:574] : INFO : Epoch 1927 | loss: 0.0311471 | val_loss: 0.0311533 | Time: 3629.96 ms
[2022-02-09 22:19:00 main:574] : INFO : Epoch 1928 | loss: 0.0311477 | val_loss: 0.0311504 | Time: 3627.79 ms
[2022-02-09 22:19:03 main:574] : INFO : Epoch 1929 | loss: 0.0311465 | val_loss: 0.031153 | Time: 3606.11 ms
[2022-02-09 22:19:07 main:574] : INFO : Epoch 1930 | loss: 0.0311488 | val_loss: 0.0311532 | Time: 3477.68 ms
[2022-02-09 22:19:10 main:574] : INFO : Epoch 1931 | loss: 0.0311487 | val_loss: 0.0311503 | Time: 3429.8 ms
[2022-02-09 22:19:14 main:574] : INFO : Epoch 1932 | loss: 0.0311471 | val_loss: 0.0311507 | Time: 3388.35 ms
[2022-02-09 22:19:17 main:574] : INFO : Epoch 1933 | loss: 0.0311471 | val_loss: 0.0311531 | Time: 3545.31 ms
[2022-02-09 22:19:21 main:574] : INFO : Epoch 1934 | loss: 0.0311472 | val_loss: 0.0311521 | Time: 3565.83 ms
[2022-02-09 22:19:25 main:574] : INFO : Epoch 1935 | loss: 0.0311461 | val_loss: 0.0311501 | Time: 3601.8 ms
[2022-02-09 22:19:28 main:574] : INFO : Epoch 1936 | loss: 0.0311467 | val_loss: 0.0311504 | Time: 3497.98 ms
[2022-02-09 22:19:32 main:574] : INFO : Epoch 1937 | loss: 0.0311446 | val_loss: 0.0311487 | Time: 3613.42 ms
[2022-02-09 22:19:35 main:574] : INFO : Epoch 1938 | loss: 0.0311412 | val_loss: 0.0311514 | Time: 3598.18 ms
[2022-02-09 22:19:39 main:574] : INFO : Epoch 1939 | loss: 0.0311422 | val_loss: 0.0311476 | Time: 3589.1 ms
[2022-02-09 22:19:43 main:574] : INFO : Epoch 1940 | loss: 0.0311393 | val_loss: 0.0311458 | Time: 3720.89 ms
[2022-02-09 22:19:46 main:574] : INFO : Epoch 1941 | loss: 0.031139 | val_loss: 0.0311458 | Time: 3563.78 ms
[2022-02-09 22:19:50 main:574] : INFO : Epoch 1942 | loss: 0.0311395 | val_loss: 0.0311479 | Time: 3539.91 ms
[2022-02-09 22:19:54 main:574] : INFO : Epoch 1943 | loss: 0.031139 | val_loss: 0.0311466 | Time: 3604.92 ms
[2022-02-09 22:19:57 main:574] : INFO : Epoch 1944 | loss: 0.0311399 | val_loss: 0.0311482 | Time: 3348.86 ms
[2022-02-09 22:20:00 main:574] : INFO : Epoch 1945 | loss: 0.0311386 | val_loss: 0.0311468 | Time: 3402.1 ms
[2022-02-09 22:20:04 main:574] : INFO : Epoch 1946 | loss: 0.0311371 | val_loss: 0.031147 | Time: 3529 ms
[2022-02-09 22:20:08 main:574] : INFO : Epoch 1947 | loss: 0.0311365 | val_loss: 0.0311484 | Time: 3525.63 ms
[2022-02-09 22:20:11 main:574] : INFO : Epoch 1948 | loss: 0.0311361 | val_loss: 0.031148 | Time: 3680.7 ms
[2022-02-09 22:20:15 main:574] : INFO : Epoch 1949 | loss: 0.0311354 | val_loss: 0.0311455 | Time: 3451.12 ms
[2022-02-09 22:20:18 main:574] : INFO : Epoch 1950 | loss: 0.0311361 | val_loss: 0.0311484 | Time: 3492.8 ms
[2022-02-09 22:20:22 main:574] : INFO : Epoch 1951 | loss: 0.0311351 | val_loss: 0.0311467 | Time: 3547.12 ms
[2022-02-09 22:20:25 main:574] : INFO : Epoch 1952 | loss: 0.0311351 | val_loss: 0.0311462 | Time: 3565.61 ms
[2022-02-09 22:20:29 main:574] : INFO : Epoch 1953 | loss: 0.0311341 | val_loss: 0.0311463 | Time: 3470.25 ms
[2022-02-09 22:20:32 main:574] : INFO : Epoch 1954 | loss: 0.0311351 | val_loss: 0.0311456 | Time: 3403.85 ms
[2022-02-09 22:20:36 main:574] : INFO : Epoch 1955 | loss: 0.0311348 | val_loss: 0.0311472 | Time: 3444.29 ms
[2022-02-09 22:20:39 main:574] : INFO : Epoch 1956 | loss: 0.0311347 | val_loss: 0.0311476 | Time: 3573.57 ms
[2022-02-09 22:20:43 main:574] : INFO : Epoch 1957 | loss: 0.0311372 | val_loss: 0.0311491 | Time: 3570.63 ms
[2022-02-09 22:20:47 main:574] : INFO : Epoch 1958 | loss: 0.0311369 | val_loss: 0.031152 | Time: 3725.2 ms
[2022-02-09 22:20:50 main:574] : INFO : Epoch 1959 | loss: 0.0311362 | val_loss: 0.0311492 | Time: 3507.58 ms
[2022-02-09 22:20:54 main:574] : INFO : Epoch 1960 | loss: 0.0311355 | val_loss: 0.0311462 | Time: 3469.43 ms
[2022-02-09 22:20:57 main:574] : INFO : Epoch 1961 | loss: 0.0311334 | val_loss: 0.0311472 | Time: 3519.25 ms
[2022-02-09 22:21:01 main:574] : INFO : Epoch 1962 | loss: 0.0311344 | val_loss: 0.031148 | Time: 3669.94 ms
[2022-02-09 22:21:05 main:574] : INFO : Epoch 1963 | loss: 0.0311363 | val_loss: 0.0311455 | Time: 3503.93 ms
[2022-02-09 22:21:08 main:574] : INFO : Epoch 1964 | loss: 0.0311358 | val_loss: 0.0311518 | Time: 3377.14 ms
[2022-02-09 22:21:12 main:574] : INFO : Epoch 1965 | loss: 0.0311571 | val_loss: 0.03116 | Time: 3487.45 ms
[2022-02-09 22:21:15 main:574] : INFO : Epoch 1966 | loss: 0.0311553 | val_loss: 0.0311583 | Time: 3552.17 ms
[2022-02-09 22:21:19 main:574] : INFO : Epoch 1967 | loss: 0.0311522 | val_loss: 0.0311584 | Time: 3375.67 ms
[2022-02-09 22:21:22 main:574] : INFO : Epoch 1968 | loss: 0.0311502 | val_loss: 0.0311537 | Time: 3415.37 ms
[2022-02-09 22:21:26 main:574] : INFO : Epoch 1969 | loss: 0.0311506 | val_loss: 0.0311541 | Time: 3637.61 ms
[2022-02-09 22:21:29 main:574] : INFO : Epoch 1970 | loss: 0.0311511 | val_loss: 0.031148 | Time: 3435.76 ms
[2022-02-09 22:21:33 main:574] : INFO : Epoch 1971 | loss: 0.0311494 | val_loss: 0.0311496 | Time: 3553.92 ms
[2022-02-09 22:21:37 main:574] : INFO : Epoch 1972 | loss: 0.0311472 | val_loss: 0.0311493 | Time: 3605.14 ms
[2022-02-09 22:21:40 main:574] : INFO : Epoch 1973 | loss: 0.0311462 | val_loss: 0.0311526 | Time: 3337.58 ms
[2022-02-09 22:21:44 main:574] : INFO : Epoch 1974 | loss: 0.0311453 | val_loss: 0.0311455 | Time: 3807.85 ms
[2022-02-09 22:21:47 main:574] : INFO : Epoch 1975 | loss: 0.0311433 | val_loss: 0.0311476 | Time: 3536.75 ms
[2022-02-09 22:21:51 main:574] : INFO : Epoch 1976 | loss: 0.0311458 | val_loss: 0.0311487 | Time: 3610.69 ms
[2022-02-09 22:21:55 main:574] : INFO : Epoch 1977 | loss: 0.0311523 | val_loss: 0.0311544 | Time: 3451.82 ms
[2022-02-09 22:21:58 main:574] : INFO : Epoch 1978 | loss: 0.0311546 | val_loss: 0.0311562 | Time: 3707.85 ms
[2022-02-09 22:22:02 main:574] : INFO : Epoch 1979 | loss: 0.0311503 | val_loss: 0.0311473 | Time: 3578.21 ms
[2022-02-09 22:22:05 main:574] : INFO : Epoch 1980 | loss: 0.0311467 | val_loss: 0.0311484 | Time: 3531.01 ms
[2022-02-09 22:22:09 main:574] : INFO : Epoch 1981 | loss: 0.0311448 | val_loss: 0.0311448 | Time: 3519.29 ms
[2022-02-09 22:22:13 main:574] : INFO : Epoch 1982 | loss: 0.0311433 | val_loss: 0.0311462 | Time: 3594.78 ms
[2022-02-09 22:22:16 main:574] : INFO : Epoch 1983 | loss: 0.0311437 | val_loss: 0.0311501 | Time: 3469.67 ms
[2022-02-09 22:22:20 main:574] : INFO : Epoch 1984 | loss: 0.0311431 | val_loss: 0.0311506 | Time: 3592.34 ms
[2022-02-09 22:22:24 main:574] : INFO : Epoch 1985 | loss: 0.0311447 | val_loss: 0.0311516 | Time: 3660.09 ms
[2022-02-09 22:22:27 main:574] : INFO : Epoch 1986 | loss: 0.031141 | val_loss: 0.0311445 | Time: 3426.47 ms
[2022-02-09 22:22:31 main:574] : INFO : Epoch 1987 | loss: 0.0311394 | val_loss: 0.0311443 | Time: 3473.49 ms
[2022-02-09 22:22:34 main:574] : INFO : Epoch 1988 | loss: 0.0311385 | val_loss: 0.0311434 | Time: 3619.15 ms
[2022-02-09 22:22:38 main:574] : INFO : Epoch 1989 | loss: 0.0311421 | val_loss: 0.0311497 | Time: 3604.33 ms
[2022-02-09 22:22:41 main:574] : INFO : Epoch 1990 | loss: 0.0311415 | val_loss: 0.0311509 | Time: 3528.78 ms
[2022-02-09 22:22:45 main:574] : INFO : Epoch 1991 | loss: 0.0311419 | val_loss: 0.0311453 | Time: 3592.02 ms
[2022-02-09 22:22:49 main:574] : INFO : Epoch 1992 | loss: 0.03114 | val_loss: 0.0311435 | Time: 3468.79 ms
[2022-02-09 22:22:52 main:574] : INFO : Epoch 1993 | loss: 0.0311389 | val_loss: 0.0311423 | Time: 3659.44 ms
[2022-02-09 22:22:56 main:574] : INFO : Epoch 1994 | loss: 0.0311381 | val_loss: 0.0311433 | Time: 3483.36 ms
[2022-02-09 22:22:59 main:574] : INFO : Epoch 1995 | loss: 0.0311406 | val_loss: 0.0311438 | Time: 3643.04 ms
[2022-02-09 22:23:03 main:574] : INFO : Epoch 1996 | loss: 0.0311405 | val_loss: 0.0311468 | Time: 3593.81 ms
[2022-02-09 22:23:07 main:574] : INFO : Epoch 1997 | loss: 0.0311402 | val_loss: 0.0311469 | Time: 3463.99 ms
[2022-02-09 22:23:10 main:574] : INFO : Epoch 1998 | loss: 0.0311388 | val_loss: 0.0311428 | Time: 3408.21 ms
[2022-02-09 22:23:14 main:574] : INFO : Epoch 1999 | loss: 0.0311387 | val_loss: 0.0311445 | Time: 3555.85 ms
[2022-02-09 22:23:17 main:574] : INFO : Epoch 2000 | loss: 0.0311394 | val_loss: 0.0311437 | Time: 3572.48 ms
[2022-02-09 22:23:21 main:574] : INFO : Epoch 2001 | loss: 0.0311408 | val_loss: 0.0311563 | Time: 3540.09 ms
[2022-02-09 22:23:24 main:574] : INFO : Epoch 2002 | loss: 0.0311529 | val_loss: 0.0311576 | Time: 3565.23 ms
[2022-02-09 22:23:28 main:574] : INFO : Epoch 2003 | loss: 0.0311535 | val_loss: 0.0311611 | Time: 3545.02 ms
[2022-02-09 22:23:31 main:574] : INFO : Epoch 2004 | loss: 0.0311502 | val_loss: 0.0311525 | Time: 3473.9 ms
[2022-02-09 22:23:35 main:574] : INFO : Epoch 2005 | loss: 0.0311477 | val_loss: 0.0311535 | Time: 3503.25 ms
[2022-02-09 22:23:39 main:574] : INFO : Epoch 2006 | loss: 0.0311475 | val_loss: 0.0311519 | Time: 3675.97 ms
[2022-02-09 22:23:42 main:574] : INFO : Epoch 2007 | loss: 0.0311452 | val_loss: 0.0311521 | Time: 3683.38 ms
[2022-02-09 22:23:46 main:574] : INFO : Epoch 2008 | loss: 0.0311447 | val_loss: 0.0311503 | Time: 3437.08 ms
[2022-02-09 22:23:49 main:574] : INFO : Epoch 2009 | loss: 0.0311439 | val_loss: 0.0311519 | Time: 3402.09 ms
[2022-02-09 22:23:53 main:574] : INFO : Epoch 2010 | loss: 0.0311477 | val_loss: 0.0311516 | Time: 3468.1 ms
[2022-02-09 22:23:57 main:574] : INFO : Epoch 2011 | loss: 0.0311441 | val_loss: 0.0311511 | Time: 3672.39 ms
[2022-02-09 22:24:00 main:574] : INFO : Epoch 2012 | loss: 0.0311422 | val_loss: 0.0311506 | Time: 3637.12 ms
[2022-02-09 22:24:04 main:574] : INFO : Epoch 2013 | loss: 0.0311423 | val_loss: 0.0311507 | Time: 3614.59 ms
[2022-02-09 22:24:07 main:574] : INFO : Epoch 2014 | loss: 0.0311424 | val_loss: 0.0311531 | Time: 3538.86 ms
[2022-02-09 22:24:11 main:574] : INFO : Epoch 2015 | loss: 0.0311453 | val_loss: 0.0311568 | Time: 3691.11 ms
[2022-02-09 22:24:15 main:574] : INFO : Epoch 2016 | loss: 0.0311457 | val_loss: 0.03115 | Time: 3549.55 ms
[2022-02-09 22:24:18 main:574] : INFO : Epoch 2017 | loss: 0.0311414 | val_loss: 0.0311514 | Time: 3416.56 ms
[2022-02-09 22:24:22 main:574] : INFO : Epoch 2018 | loss: 0.0311412 | val_loss: 0.0311503 | Time: 3424.48 ms
[2022-02-09 22:24:25 main:574] : INFO : Epoch 2019 | loss: 0.0311427 | val_loss: 0.0311484 | Time: 3524.32 ms
[2022-02-09 22:24:29 main:574] : INFO : Epoch 2020 | loss: 0.0311412 | val_loss: 0.031151 | Time: 3620.36 ms
[2022-02-09 22:24:33 main:574] : INFO : Epoch 2021 | loss: 0.0311421 | val_loss: 0.0311482 | Time: 3570.55 ms
[2022-02-09 22:24:36 main:574] : INFO : Epoch 2022 | loss: 0.0311421 | val_loss: 0.031157 | Time: 3558.3 ms
[2022-02-09 22:24:40 main:574] : INFO : Epoch 2023 | loss: 0.0311418 | val_loss: 0.0311521 | Time: 3538.33 ms
[2022-02-09 22:24:43 main:574] : INFO : Epoch 2024 | loss: 0.0311402 | val_loss: 0.0311481 | Time: 3537.58 ms
[2022-02-09 22:24:47 main:574] : INFO : Epoch 2025 | loss: 0.0311401 | val_loss: 0.0311468 | Time: 3517 ms
[2022-02-09 22:24:50 main:574] : INFO : Epoch 2026 | loss: 0.0311391 | val_loss: 0.0311481 | Time: 3474.63 ms
[2022-02-09 22:24:54 main:574] : INFO : Epoch 2027 | loss: 0.0311393 | val_loss: 0.0311471 | Time: 3522.11 ms
[2022-02-09 22:24:57 main:574] : INFO : Epoch 2028 | loss: 0.0311384 | val_loss: 0.0311475 | Time: 3414.16 ms
[2022-02-09 22:25:01 main:574] : INFO : Epoch 2029 | loss: 0.0311395 | val_loss: 0.0311576 | Time: 3486.83 ms
[2022-02-09 22:25:05 main:574] : INFO : Epoch 2030 | loss: 0.031142 | val_loss: 0.0311527 | Time: 3581.61 ms
[2022-02-09 22:25:08 main:574] : INFO : Epoch 2031 | loss: 0.0311419 | val_loss: 0.031151 | Time: 3523.42 ms
[2022-02-09 22:25:12 main:574] : INFO : Epoch 2032 | loss: 0.0311397 | val_loss: 0.0311473 | Time: 3488.28 ms
[2022-02-09 22:25:15 main:574] : INFO : Epoch 2033 | loss: 0.0311383 | val_loss: 0.0311473 | Time: 3688.03 ms
[2022-02-09 22:25:19 main:574] : INFO : Epoch 2034 | loss: 0.0311377 | val_loss: 0.0311457 | Time: 3757.22 ms
[2022-02-09 22:25:23 main:574] : INFO : Epoch 2035 | loss: 0.0311391 | val_loss: 0.0311466 | Time: 3525.56 ms
[2022-02-09 22:25:26 main:574] : INFO : Epoch 2036 | loss: 0.031138 | val_loss: 0.0311483 | Time: 3536.06 ms
[2022-02-09 22:25:30 main:574] : INFO : Epoch 2037 | loss: 0.0311387 | val_loss: 0.0311526 | Time: 3588.04 ms
[2022-02-09 22:25:33 main:574] : INFO : Epoch 2038 | loss: 0.0311429 | val_loss: 0.0311574 | Time: 3342.1 ms
[2022-02-09 22:25:37 main:574] : INFO : Epoch 2039 | loss: 0.0311449 | val_loss: 0.0311523 | Time: 3673.42 ms
[2022-02-09 22:25:41 main:574] : INFO : Epoch 2040 | loss: 0.0311411 | val_loss: 0.0311497 | Time: 3602.76 ms
[2022-02-09 22:25:44 main:574] : INFO : Epoch 2041 | loss: 0.0311413 | val_loss: 0.0311622 | Time: 3579.35 ms
[2022-02-09 22:25:48 main:574] : INFO : Epoch 2042 | loss: 0.0311428 | val_loss: 0.0311518 | Time: 3299.65 ms
[2022-02-09 22:25:51 main:574] : INFO : Epoch 2043 | loss: 0.0311388 | val_loss: 0.0311497 | Time: 3683.13 ms
[2022-02-09 22:25:55 main:574] : INFO : Epoch 2044 | loss: 0.031138 | val_loss: 0.0311489 | Time: 3399.26 ms
[2022-02-09 22:25:58 main:574] : INFO : Epoch 2045 | loss: 0.0311419 | val_loss: 0.031151 | Time: 3563.27 ms
[2022-02-09 22:26:02 main:574] : INFO : Epoch 2046 | loss: 0.0311377 | val_loss: 0.0311487 | Time: 3570.88 ms
[2022-02-09 22:26:06 main:574] : INFO : Epoch 2047 | loss: 0.0311372 | val_loss: 0.0311489 | Time: 3636.52 ms
[2022-02-09 22:26:10 main:574] : INFO : Epoch 2048 | loss: 0.0311374 | val_loss: 0.0311462 | Time: 3752.59 ms
[2022-02-09 22:26:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311462
[2022-02-09 22:26:10 main:603] : INFO : Saving end state to config to file
[2022-02-09 22:26:10 main:608] : INFO : Success, exiting..
22:26:10 (1012): 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)