Task 13709214
| Name | ParityModified-1647046280-24713-1-0_0 |
| Workunit | 10799057 |
| Created | 24 Mar 2022, 13:27:11 UTC |
| Sent | 31 Mar 2022, 8:22:45 UTC |
| Report deadline | 8 Apr 2022, 8:22:45 UTC |
| Received | 31 Mar 2022, 11:20:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16372 |
| Run time | 1 hours 52 min 3 sec |
| CPU time | 1 hours 51 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,613.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 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: 0.0310351 | val_loss: 0.0311659 | Time: 3283.89 ms
[2022-03-31 04:52:09 main:574] : INFO : Epoch 1543 | loss: 0.0310302 | val_loss: 0.0311721 | Time: 3476.44 ms
[2022-03-31 04:52:12 main:574] : INFO : Epoch 1544 | loss: 0.03103 | val_loss: 0.0311599 | Time: 3257.41 ms
[2022-03-31 04:52:15 main:574] : INFO : Epoch 1545 | loss: 0.0310302 | val_loss: 0.0311723 | Time: 3266.07 ms
[2022-03-31 04:52:19 main:574] : INFO : Epoch 1546 | loss: 0.0310298 | val_loss: 0.0311627 | Time: 3271.32 ms
[2022-03-31 04:52:22 main:574] : INFO : Epoch 1547 | loss: 0.0310286 | val_loss: 0.0311683 | Time: 3253.45 ms
[2022-03-31 04:52:25 main:574] : INFO : Epoch 1548 | loss: 0.0310294 | val_loss: 0.0311699 | Time: 3291.34 ms
[2022-03-31 04:52:28 main:574] : INFO : Epoch 1549 | loss: 0.0310373 | val_loss: 0.0311742 | Time: 3281.42 ms
[2022-03-31 04:52:32 main:574] : INFO : Epoch 1550 | loss: 0.0310438 | val_loss: 0.0311554 | Time: 3346.14 ms
[2022-03-31 04:52:35 main:574] : INFO : Epoch 1551 | loss: 0.0310473 | val_loss: 0.0311563 | Time: 3595.96 ms
[2022-03-31 04:52:39 main:574] : INFO : Epoch 1552 | loss: 0.0310445 | val_loss: 0.0311534 | Time: 3780.39 ms
[2022-03-31 04:52:43 main:574] : INFO : Epoch 1553 | loss: 0.0310448 | val_loss: 0.031144 | Time: 3946.5 ms
[2022-03-31 04:52:47 main:574] : INFO : Epoch 1554 | loss: 0.0310534 | val_loss: 0.0311492 | Time: 3855.94 ms
[2022-03-31 04:52:50 main:574] : INFO : Epoch 1555 | loss: 0.031044 | val_loss: 0.0311549 | Time: 3414.75 ms
[2022-03-31 04:52:54 main:574] : INFO : Epoch 1556 | loss: 0.03104 | val_loss: 0.0311551 | Time: 3399.5 ms
[2022-03-31 04:52:58 main:574] : INFO : Epoch 1557 | loss: 0.0310345 | val_loss: 0.0311684 | Time: 3780.69 ms
[2022-03-31 04:53:01 main:574] : INFO : Epoch 1558 | loss: 0.0310433 | val_loss: 0.0311525 | Time: 3402.66 ms
[2022-03-31 04:53:04 main:574] : INFO : Epoch 1559 | loss: 0.0310575 | val_loss: 0.0311484 | Time: 3303.35 ms
[2022-03-31 04:53:08 main:574] : INFO : Epoch 1560 | loss: 0.0310537 | val_loss: 0.0311531 | Time: 3266.43 ms
[2022-03-31 04:53:11 main:574] : INFO : Epoch 1561 | loss: 0.0310494 | val_loss: 0.0311539 | Time: 3267.11 ms
[2022-03-31 04:53:14 main:574] : INFO : Epoch 1562 | loss: 0.0310435 | val_loss: 0.0311532 | Time: 3276.85 ms
[2022-03-31 04:53:17 main:574] : INFO : Epoch 1563 | loss: 0.0310369 | val_loss: 0.0311548 | Time: 3240.59 ms
[2022-03-31 04:53:21 main:574] : INFO : Epoch 1564 | loss: 0.0310333 | val_loss: 0.0311585 | Time: 3269.08 ms
[2022-03-31 04:53:24 main:574] : INFO : Epoch 1565 | loss: 0.0310308 | val_loss: 0.0311594 | Time: 3247.38 ms
[2022-03-31 04:53:27 main:574] : INFO : Epoch 1566 | loss: 0.0310387 | val_loss: 0.0311546 | Time: 3235.48 ms
[2022-03-31 04:53:30 main:574] : INFO : Epoch 1567 | loss: 0.0310465 | val_loss: 0.0311702 | Time: 3263.88 ms
[2022-03-31 04:53:34 main:574] : INFO : Epoch 1568 | loss: 0.0310367 | val_loss: 0.0311714 | Time: 3248.63 ms
[2022-03-31 04:53:37 main:574] : INFO : Epoch 1569 | loss: 0.0310436 | val_loss: 0.0311587 | Time: 3220.9 ms
[2022-03-31 04:53:40 main:574] : INFO : Epoch 1570 | loss: 0.0310426 | val_loss: 0.031161 | Time: 3257.49 ms
[2022-03-31 04:53:43 main:574] : INFO : Epoch 1571 | loss: 0.0310358 | val_loss: 0.0311702 | Time: 3264.29 ms
[2022-03-31 04:53:47 main:574] : INFO : Epoch 1572 | loss: 0.0310311 | val_loss: 0.031158 | Time: 3216.56 ms
[2022-03-31 04:53:50 main:574] : INFO : Epoch 1573 | loss: 0.0310314 | val_loss: 0.0311625 | Time: 3286.02 ms
[2022-03-31 04:53:53 main:574] : INFO : Epoch 1574 | loss: 0.0310324 | val_loss: 0.0311782 | Time: 3254.09 ms
[2022-03-31 04:53:56 main:574] : INFO : Epoch 1575 | loss: 0.0310334 | val_loss: 0.0311622 | Time: 3245.03 ms
[2022-03-31 04:54:00 main:574] : INFO : Epoch 1576 | loss: 0.0310412 | val_loss: 0.0311571 | Time: 3271.81 ms
[2022-03-31 04:54:03 main:574] : INFO : Epoch 1577 | loss: 0.0310368 | val_loss: 0.0311638 | Time: 3225.79 ms
[2022-03-31 04:54:06 main:574] : INFO : Epoch 1578 | loss: 0.0310337 | val_loss: 0.0311698 | Time: 3230.88 ms
[2022-03-31 04:54:09 main:574] : INFO : Epoch 1579 | loss: 0.0310318 | val_loss: 0.0311638 | Time: 3265.69 ms
[2022-03-31 04:54:13 main:574] : INFO : Epoch 1580 | loss: 0.0310323 | val_loss: 0.0311691 | Time: 3228.48 ms
[2022-03-31 04:54:16 main:574] : INFO : Epoch 1581 | loss: 0.0310294 | val_loss: 0.0311759 | Time: 3248.28 ms
[2022-03-31 04:54:19 main:574] : INFO : Epoch 1582 | loss: 0.0310269 | val_loss: 0.0311712 | Time: 3230.65 ms
[2022-03-31 04:54:22 main:574] : INFO : Epoch 1583 | loss: 0.0310265 | val_loss: 0.0311691 | Time: 3214.52 ms
[2022-03-31 04:54:26 main:574] : INFO : Epoch 1584 | loss: 0.0310367 | val_loss: 0.0311666 | Time: 3226.44 ms
[2022-03-31 04:54:29 main:574] : INFO : Epoch 1585 | loss: 0.0310414 | val_loss: 0.0311708 | Time: 3298.16 ms
[2022-03-31 04:54:32 main:574] : INFO : Epoch 1586 | loss: 0.0310377 | val_loss: 0.0311614 | Time: 3244.14 ms
[2022-03-31 04:54:35 main:574] : INFO : Epoch 1587 | loss: 0.0310291 | val_loss: 0.0311736 | Time: 3267.7 ms
[2022-03-31 04:54:39 main:574] : INFO : Epoch 1588 | loss: 0.0310298 | val_loss: 0.0311605 | Time: 3333.32 ms
[2022-03-31 04:54:42 main:574] : INFO : Epoch 1589 | loss: 0.0311045 | val_loss: 0.0311393 | Time: 3221.07 ms
[2022-03-31 04:54:45 main:574] : INFO : Epoch 1590 | loss: 0.0310961 | val_loss: 0.0311389 | Time: 3262.29 ms
[2022-03-31 04:54:48 main:574] : INFO : Epoch 1591 | loss: 0.0310802 | val_loss: 0.0311493 | Time: 3267.36 ms
[2022-03-31 04:54:52 main:574] : INFO : Epoch 1592 | loss: 0.0310873 | val_loss: 0.0311461 | Time: 3217.77 ms
[2022-03-31 04:54:55 main:574] : INFO : Epoch 1593 | loss: 0.0310846 | val_loss: 0.0311561 | Time: 3239.38 ms
[2022-03-31 04:54:58 main:574] : INFO : Epoch 1594 | loss: 0.0310789 | val_loss: 0.0311445 | Time: 3263.06 ms
[2022-03-31 04:55:01 main:574] : INFO : Epoch 1595 | loss: 0.0310827 | val_loss: 0.0311477 | Time: 3223.59 ms
[2022-03-31 04:55:05 main:574] : INFO : Epoch 1596 | loss: 0.0310746 | val_loss: 0.0311448 | Time: 3256.44 ms
[2022-03-31 04:55:08 main:574] : INFO : Epoch 1597 | loss: 0.0310692 | val_loss: 0.0311441 | Time: 3230.03 ms
[2022-03-31 04:55:11 main:574] : INFO : Epoch 1598 | loss: 0.031062 | val_loss: 0.0311497 | Time: 3219.95 ms
[2022-03-31 04:55:14 main:574] : INFO : Epoch 1599 | loss: 0.0310601 | val_loss: 0.0311466 | Time: 3235.31 ms
[2022-03-31 04:55:18 main:574] : INFO : Epoch 1600 | loss: 0.0310636 | val_loss: 0.0311479 | Time: 3229.21 ms
[2022-03-31 04:55:21 main:574] : INFO : Epoch 1601 | loss: 0.0311146 | val_loss: 0.0311328 | Time: 3256.25 ms
[2022-03-31 04:55:24 main:574] : INFO : Epoch 1602 | loss: 0.0311091 | val_loss: 0.0311322 | Time: 3217.78 ms
[2022-03-31 04:55:27 main:574] : INFO : Epoch 1603 | loss: 0.0310991 | val_loss: 0.0311389 | Time: 3238.92 ms
[2022-03-31 04:55:31 main:574] : INFO : Epoch 1604 | loss: 0.0310941 | val_loss: 0.031138 | Time: 3257.14 ms
[2022-03-31 04:55:34 main:574] : INFO : Epoch 1605 | loss: 0.0310879 | val_loss: 0.0311387 | Time: 3238.66 ms
[2022-03-31 04:55:37 main:574] : INFO : Epoch 1606 | loss: 0.0310831 | val_loss: 0.0311508 | Time: 3229.08 ms
[2022-03-31 04:55:40 main:574] : INFO : Epoch 1607 | loss: 0.0310802 | val_loss: 0.0311516 | Time: 3227.36 ms
[2022-03-31 04:55:44 main:574] : INFO : Epoch 1608 | loss: 0.0310769 | val_loss: 0.0311545 | Time: 3215.53 ms
[2022-03-31 04:55:47 main:574] : INFO : Epoch 1609 | loss: 0.0310724 | val_loss: 0.0311511 | Time: 3208.86 ms
[2022-03-31 04:55:50 main:574] : INFO : Epoch 1610 | loss: 0.0310679 | val_loss: 0.031152 | Time: 3228.33 ms
[2022-03-31 04:55:53 main:574] : INFO : Epoch 1611 | loss: 0.0310652 | val_loss: 0.0311504 | Time: 3243.01 ms
[2022-03-31 04:55:56 main:574] : INFO : Epoch 1612 | loss: 0.0310634 | val_loss: 0.0311467 | Time: 3214.45 ms
[2022-03-31 04:56:00 main:574] : INFO : Epoch 1613 | loss: 0.031065 | val_loss: 0.0311456 | Time: 3283.67 ms
[2022-03-31 04:56:03 main:574] : INFO : Epoch 1614 | loss: 0.0310613 | val_loss: 0.0311552 | Time: 3250.65 ms
[2022-03-31 04:56:06 main:574] : INFO : Epoch 1615 | loss: 0.0310562 | val_loss: 0.0311512 | Time: 3224.99 ms
[2022-03-31 04:56:09 main:574] : INFO : Epoch 1616 | loss: 0.0310546 | val_loss: 0.0311494 | Time: 3260.5 ms
[2022-03-31 04:56:13 main:574] : INFO : Epoch 1617 | loss: 0.0310521 | val_loss: 0.0311477 | Time: 3218.89 ms
[2022-03-31 04:56:16 main:574] : INFO : Epoch 1618 | loss: 0.0310492 | val_loss: 0.0311494 | Time: 3237.6 ms
[2022-03-31 04:56:19 main:574] : INFO : Epoch 1619 | loss: 0.0310505 | val_loss: 0.0311581 | Time: 3235.63 ms
[2022-03-31 04:56:22 main:574] : INFO : Epoch 1620 | loss: 0.0310478 | val_loss: 0.0311613 | Time: 3226.64 ms
[2022-03-31 04:56:26 main:574] : INFO : Epoch 1621 | loss: 0.0310462 | val_loss: 0.0311654 | Time: 3251.48 ms
[2022-03-31 04:56:29 main:574] : INFO : Epoch 1622 | loss: 0.0310432 | val_loss: 0.0311544 | Time: 3275.28 ms
[2022-03-31 04:56:32 main:574] : INFO : Epoch 1623 | loss: 0.0310435 | val_loss: 0.0311518 | Time: 3198.21 ms
[2022-03-31 04:56:35 main:574] : INFO : Epoch 1624 | loss: 0.0310448 | val_loss: 0.0311578 | Time: 3215.96 ms
[2022-03-31 04:56:39 main:574] : INFO : Epoch 1625 | loss: 0.0310417 | val_loss: 0.0311597 | Time: 3231.94 ms
[2022-03-31 04:56:42 main:574] : INFO : Epoch 1626 | loss: 0.0310693 | val_loss: 0.0311521 | Time: 3215.78 ms
[2022-03-31 04:56:45 main:574] : INFO : Epoch 1627 | loss: 0.0311313 | val_loss: 0.0311504 | Time: 3239.75 ms
[2022-03-31 04:56:48 main:574] : INFO : Epoch 1628 | loss: 0.0311208 | val_loss: 0.0311458 | Time: 3235.86 ms
[2022-03-31 04:56:52 main:574] : INFO : Epoch 1629 | loss: 0.0311105 | val_loss: 0.0311522 | Time: 3229.6 ms
[2022-03-31 04:56:55 main:574] : INFO : Epoch 1630 | loss: 0.031102 | val_loss: 0.0311514 | Time: 3244.46 ms
[2022-03-31 04:56:58 main:574] : INFO : Epoch 1631 | loss: 0.031093 | val_loss: 0.0311556 | Time: 3256.8 ms
[2022-03-31 04:57:01 main:574] : INFO : Epoch 1632 | loss: 0.0310865 | val_loss: 0.031154 | Time: 3249.36 ms
[2022-03-31 04:57:05 main:574] : INFO : Epoch 1633 | loss: 0.0310807 | val_loss: 0.0311497 | Time: 3247.06 ms
[2022-03-31 04:57:08 main:574] : INFO : Epoch 1634 | loss: 0.0310769 | val_loss: 0.0311594 | Time: 3239.6 ms
[2022-03-31 04:57:21 main:574] : INFO : Epoch 1635 | loss: 0.0310981 | val_loss: 0.0311472 | Time: 13410.1 ms
[2022-03-31 04:57:24 main:574] : INFO : Epoch 1636 | loss: 0.0310946 | val_loss: 0.0311399 | Time: 3109.97 ms
[2022-03-31 04:57:27 main:574] : INFO : Epoch 1637 | loss: 0.0310821 | val_loss: 0.0311385 | Time: 3175.65 ms
[2022-03-31 04:57:31 main:574] : INFO : Epoch 1638 | loss: 0.0310766 | val_loss: 0.0311366 | Time: 3177.12 ms
[2022-03-31 04:57:34 main:574] : INFO : Epoch 1639 | loss: 0.031071 | val_loss: 0.0311362 | Time: 3206.02 ms
[2022-03-31 04:57:37 main:574] : INFO : Epoch 1640 | loss: 0.0310662 | val_loss: 0.0311375 | Time: 3177.02 ms
[2022-03-31 04:57:40 main:574] : INFO : Epoch 1641 | loss: 0.0310624 | val_loss: 0.0311442 | Time: 3268.22 ms
[2022-03-31 04:57:44 main:574] : INFO : Epoch 1642 | loss: 0.0310596 | val_loss: 0.0311453 | Time: 3262.12 ms
[2022-03-31 04:57:47 main:574] : INFO : Epoch 1643 | loss: 0.0310584 | val_loss: 0.0311582 | Time: 3252.17 ms
[2022-03-31 04:57:50 main:574] : INFO : Epoch 1644 | loss: 0.0310568 | val_loss: 0.0311515 | Time: 3269.86 ms
[2022-03-31 04:57:53 main:574] : INFO : Epoch 1645 | loss: 0.0310532 | val_loss: 0.0311535 | Time: 3282.8 ms
[2022-03-31 04:57:57 main:574] : INFO : Epoch 1646 | loss: 0.0310524 | val_loss: 0.0311542 | Time: 3227.07 ms
[2022-03-31 04:58:00 main:574] : INFO : Epoch 1647 | loss: 0.0310511 | val_loss: 0.0311485 | Time: 3270.07 ms
[2022-03-31 04:58:03 main:574] : INFO : Epoch 1648 | loss: 0.0310492 | val_loss: 0.0311569 | Time: 3378.86 ms
[2022-03-31 04:58:07 main:574] : INFO : Epoch 1649 | loss: 0.0310492 | val_loss: 0.0311477 | Time: 3356.38 ms
[2022-03-31 04:58:10 main:574] : INFO : Epoch 1650 | loss: 0.0310528 | val_loss: 0.0311509 | Time: 3293.02 ms
[2022-03-31 04:58:13 main:574] : INFO : Epoch 1651 | loss: 0.0310514 | val_loss: 0.0311597 | Time: 3279.92 ms
[2022-03-31 04:58:16 main:574] : INFO : Epoch 1652 | loss: 0.0310515 | val_loss: 0.0311563 | Time: 3242.09 ms
[2022-03-31 04:58:20 main:574] : INFO : Epoch 1653 | loss: 0.0310474 | val_loss: 0.0311619 | Time: 3278.49 ms
[2022-03-31 04:58:23 main:574] : INFO : Epoch 1654 | loss: 0.0310446 | val_loss: 0.0311605 | Time: 3268.06 ms
[2022-03-31 04:58:26 main:574] : INFO : Epoch 1655 | loss: 0.0310453 | val_loss: 0.0311517 | Time: 3226.54 ms
[2022-03-31 04:58:30 main:574] : INFO : Epoch 1656 | loss: 0.0310477 | val_loss: 0.0311661 | Time: 3260.28 ms
[2022-03-31 04:58:33 main:574] : INFO : Epoch 1657 | loss: 0.0310489 | val_loss: 0.0311655 | Time: 3247.69 ms
[2022-03-31 04:58:36 main:574] : INFO : Epoch 1658 | loss: 0.0310498 | val_loss: 0.0311506 | Time: 3272.98 ms
[2022-03-31 04:58:39 main:574] : INFO : Epoch 1659 | loss: 0.0310464 | val_loss: 0.0311515 | Time: 3279.69 ms
[2022-03-31 04:58:43 main:574] : INFO : Epoch 1660 | loss: 0.0310461 | val_loss: 0.031161 | Time: 3239.38 ms
[2022-03-31 04:58:46 main:574] : INFO : Epoch 1661 | loss: 0.0310445 | val_loss: 0.0311503 | Time: 3276.84 ms
[2022-03-31 04:58:49 main:574] : INFO : Epoch 1662 | loss: 0.0310424 | val_loss: 0.0311556 | Time: 3266.5 ms
[2022-03-31 04:58:52 main:574] : INFO : Epoch 1663 | loss: 0.0310418 | val_loss: 0.0311534 | Time: 3248.44 ms
[2022-03-31 04:58:56 main:574] : INFO : Epoch 1664 | loss: 0.0310419 | val_loss: 0.0311516 | Time: 3268.53 ms
[2022-03-31 04:58:59 main:574] : INFO : Epoch 1665 | loss: 0.0310525 | val_loss: 0.0311586 | Time: 3278.71 ms
[2022-03-31 04:59:02 main:574] : INFO : Epoch 1666 | loss: 0.0310573 | val_loss: 0.0311538 | Time: 3254.31 ms
[2022-03-31 04:59:05 main:574] : INFO : Epoch 1667 | loss: 0.031052 | val_loss: 0.0311561 | Time: 3254.34 ms
[2022-03-31 04:59:09 main:574] : INFO : Epoch 1668 | loss: 0.0310455 | val_loss: 0.0311575 | Time: 3248.66 ms
[2022-03-31 04:59:12 main:574] : INFO : Epoch 1669 | loss: 0.0310444 | val_loss: 0.0311578 | Time: 3234.59 ms
[2022-03-31 04:59:15 main:574] : INFO : Epoch 1670 | loss: 0.0310416 | val_loss: 0.0311537 | Time: 3271.14 ms
[2022-03-31 04:59:19 main:574] : INFO : Epoch 1671 | loss: 0.0310428 | val_loss: 0.031159 | Time: 3272.3 ms
[2022-03-31 04:59:22 main:574] : INFO : Epoch 1672 | loss: 0.0310464 | val_loss: 0.031142 | Time: 3227.28 ms
[2022-03-31 04:59:25 main:574] : INFO : Epoch 1673 | loss: 0.0310452 | val_loss: 0.0311648 | Time: 3292.26 ms
[2022-03-31 04:59:28 main:574] : INFO : Epoch 1674 | loss: 0.03104 | val_loss: 0.031156 | Time: 3305.6 ms
[2022-03-31 04:59:32 main:574] : INFO : Epoch 1675 | loss: 0.0310374 | val_loss: 0.0311546 | Time: 3256 ms
[2022-03-31 04:59:35 main:574] : INFO : Epoch 1676 | loss: 0.0310403 | val_loss: 0.0311558 | Time: 3281.25 ms
[2022-03-31 04:59:38 main:574] : INFO : Epoch 1677 | loss: 0.0310431 | val_loss: 0.0311661 | Time: 3283.05 ms
[2022-03-31 04:59:41 main:574] : INFO : Epoch 1678 | loss: 0.031041 | val_loss: 0.0311593 | Time: 3300.57 ms
[2022-03-31 04:59:45 main:574] : INFO : Epoch 1679 | loss: 0.0310398 | val_loss: 0.0311756 | Time: 3290.7 ms
[2022-03-31 04:59:48 main:574] : INFO : Epoch 1680 | loss: 0.0310429 | val_loss: 0.0311603 | Time: 3267.97 ms
[2022-03-31 04:59:51 main:574] : INFO : Epoch 1681 | loss: 0.0310436 | val_loss: 0.0311579 | Time: 3250.73 ms
[2022-03-31 04:59:55 main:574] : INFO : Epoch 1682 | loss: 0.0310531 | val_loss: 0.031158 | Time: 3264.66 ms
[2022-03-31 04:59:58 main:574] : INFO : Epoch 1683 | loss: 0.0310466 | val_loss: 0.0311567 | Time: 3277.27 ms
[2022-03-31 05:00:01 main:574] : INFO : Epoch 1684 | loss: 0.0310451 | val_loss: 0.0311602 | Time: 3258.88 ms
[2022-03-31 05:00:04 main:574] : INFO : Epoch 1685 | loss: 0.0310367 | val_loss: 0.0311602 | Time: 3262.42 ms
[2022-03-31 05:00:08 main:574] : INFO : Epoch 1686 | loss: 0.0310375 | val_loss: 0.0311587 | Time: 3238.54 ms
[2022-03-31 05:00:11 main:574] : INFO : Epoch 1687 | loss: 0.0310488 | val_loss: 0.0311643 | Time: 3242.09 ms
[2022-03-31 05:00:14 main:574] : INFO : Epoch 1688 | loss: 0.0310422 | val_loss: 0.0311462 | Time: 3267.51 ms
[2022-03-31 05:00:17 main:574] : INFO : Epoch 1689 | loss: 0.0310382 | val_loss: 0.0311596 | Time: 3249.41 ms
[2022-03-31 05:00:21 main:574] : INFO : Epoch 1690 | loss: 0.0310365 | val_loss: 0.0311514 | Time: 3256.28 ms
[2022-03-31 05:00:24 main:574] : INFO : Epoch 1691 | loss: 0.0310367 | val_loss: 0.0311615 | Time: 3274.85 ms
[2022-03-31 05:00:27 main:574] : INFO : Epoch 1692 | loss: 0.0310357 | val_loss: 0.031163 | Time: 3265 ms
[2022-03-31 05:00:30 main:574] : INFO : Epoch 1693 | loss: 0.0310358 | val_loss: 0.0311602 | Time: 3277.93 ms
[2022-03-31 05:00:34 main:574] : INFO : Epoch 1694 | loss: 0.0310357 | val_loss: 0.0311681 | Time: 3285.06 ms
[2022-03-31 05:00:37 main:574] : INFO : Epoch 1695 | loss: 0.031036 | val_loss: 0.0311602 | Time: 3245.69 ms
[2022-03-31 05:00:40 main:574] : INFO : Epoch 1696 | loss: 0.0310368 | val_loss: 0.031168 | Time: 3272.74 ms
[2022-03-31 05:00:44 main:574] : INFO : Epoch 1697 | loss: 0.0310374 | val_loss: 0.0311516 | Time: 3292.14 ms
[2022-03-31 05:00:47 main:574] : INFO : Epoch 1698 | loss: 0.0310452 | val_loss: 0.0311614 | Time: 3252.34 ms
[2022-03-31 05:00:50 main:574] : INFO : Epoch 1699 | loss: 0.0310423 | val_loss: 0.0311651 | Time: 3283.11 ms
[2022-03-31 05:00:54 main:574] : INFO : Epoch 1700 | loss: 0.03104 | val_loss: 0.0311591 | Time: 3369.13 ms
[2022-03-31 05:00:57 main:574] : INFO : Epoch 1701 | loss: 0.0310381 | val_loss: 0.0311659 | Time: 3264.87 ms
[2022-03-31 05:01:00 main:574] : INFO : Epoch 1702 | loss: 0.0310377 | val_loss: 0.0311661 | Time: 3335.13 ms
[2022-03-31 05:01:03 main:574] : INFO : Epoch 1703 | loss: 0.0310397 | val_loss: 0.0311534 | Time: 3285.57 ms
[2022-03-31 05:01:07 main:574] : INFO : Epoch 1704 | loss: 0.0310364 | val_loss: 0.0311676 | Time: 3232.44 ms
[2022-03-31 05:01:10 main:574] : INFO : Epoch 1705 | loss: 0.031034 | val_loss: 0.0311673 | Time: 3278.84 ms
[2022-03-31 05:01:13 main:574] : INFO : Epoch 1706 | loss: 0.0310319 | val_loss: 0.0311644 | Time: 3299.39 ms
[2022-03-31 05:01:16 main:574] : INFO : Epoch 1707 | loss: 0.0310376 | val_loss: 0.031163 | Time: 3260.86 ms
[2022-03-31 05:01:20 main:574] : INFO : Epoch 1708 | loss: 0.0310434 | val_loss: 0.0311566 | Time: 3259.18 ms
[2022-03-31 05:01:23 main:574] : INFO : Epoch 1709 | loss: 0.0310376 | val_loss: 0.0311565 | Time: 3295.98 ms
[2022-03-31 05:01:26 main:574] : INFO : Epoch 1710 | loss: 0.0310379 | val_loss: 0.0311778 | Time: 3256.49 ms
[2022-03-31 05:01:30 main:574] : INFO : Epoch 1711 | loss: 0.0310377 | val_loss: 0.0311606 | Time: 3360.18 ms
[2022-03-31 05:01:33 main:574] : INFO : Epoch 1712 | loss: 0.0310373 | val_loss: 0.0311759 | Time: 3292 ms
[2022-03-31 05:01:36 main:574] : INFO : Epoch 1713 | loss: 0.0310417 | val_loss: 0.0311592 | Time: 3314.11 ms
[2022-03-31 05:01:40 main:574] : INFO : Epoch 1714 | loss: 0.0310432 | val_loss: 0.0311707 | Time: 3329.65 ms
[2022-03-31 05:01:43 main:574] : INFO : Epoch 1715 | loss: 0.031035 | val_loss: 0.0311621 | Time: 3350.23 ms
[2022-03-31 05:01:46 main:574] : INFO : Epoch 1716 | loss: 0.0310383 | val_loss: 0.031173 | Time: 3270.48 ms
[2022-03-31 05:01:50 main:574] : INFO : Epoch 1717 | loss: 0.0310345 | val_loss: 0.0311577 | Time: 3300.64 ms
[2022-03-31 05:01:53 main:574] : INFO : Epoch 1718 | loss: 0.0310395 | val_loss: 0.0311688 | Time: 3272.45 ms
[2022-03-31 05:01:56 main:574] : INFO : Epoch 1719 | loss: 0.0310673 | val_loss: 0.0311587 | Time: 3269.77 ms
[2022-03-31 05:01:59 main:574] : INFO : Epoch 1720 | loss: 0.0310553 | val_loss: 0.0311572 | Time: 3284.04 ms
[2022-03-31 05:02:03 main:574] : INFO : Epoch 1721 | loss: 0.0310427 | val_loss: 0.031172 | Time: 3269.71 ms
[2022-03-31 05:02:06 main:574] : INFO : Epoch 1722 | loss: 0.031041 | val_loss: 0.0311812 | Time: 3273.87 ms
[2022-03-31 05:02:09 main:574] : INFO : Epoch 1723 | loss: 0.0310516 | val_loss: 0.0311524 | Time: 3282.96 ms
[2022-03-31 05:02:13 main:574] : INFO : Epoch 1724 | loss: 0.0310449 | val_loss: 0.0311703 | Time: 3276.5 ms
[2022-03-31 05:02:16 main:574] : INFO : Epoch 1725 | loss: 0.0310465 | val_loss: 0.0311555 | Time: 3302.61 ms
[2022-03-31 05:02:19 main:574] : INFO : Epoch 1726 | loss: 0.0310594 | val_loss: 0.0311555 | Time: 3283.1 ms
[2022-03-31 05:02:22 main:574] : INFO : Epoch 1727 | loss: 0.0310626 | val_loss: 0.0311457 | Time: 3274.84 ms
[2022-03-31 05:02:26 main:574] : INFO : Epoch 1728 | loss: 0.0310549 | val_loss: 0.031157 | Time: 3281.68 ms
[2022-03-31 05:02:29 main:574] : INFO : Epoch 1729 | loss: 0.0310494 | val_loss: 0.0311554 | Time: 3282.91 ms
[2022-03-31 05:02:32 main:574] : INFO : Epoch 1730 | loss: 0.0310432 | val_loss: 0.0311606 | Time: 3271.96 ms
[2022-03-31 05:02:36 main:574] : INFO : Epoch 1731 | loss: 0.031044 | val_loss: 0.0311675 | Time: 3281.01 ms
[2022-03-31 05:02:39 main:574] : INFO : Epoch 1732 | loss: 0.0310404 | val_loss: 0.0311629 | Time: 3301.99 ms
[2022-03-31 05:02:42 main:574] : INFO : Epoch 1733 | loss: 0.0310359 | val_loss: 0.0311655 | Time: 3279.01 ms
[2022-03-31 05:02:45 main:574] : INFO : Epoch 1734 | loss: 0.0310403 | val_loss: 0.0311639 | Time: 3291.26 ms
[2022-03-31 05:02:49 main:574] : INFO : Epoch 1735 | loss: 0.0310414 | val_loss: 0.0311594 | Time: 3276.06 ms
[2022-03-31 05:02:52 main:574] : INFO : Epoch 1736 | loss: 0.0310362 | val_loss: 0.0311594 | Time: 3248.42 ms
[2022-03-31 05:02:55 main:574] : INFO : Epoch 1737 | loss: 0.0310336 | val_loss: 0.0311596 | Time: 3300.86 ms
[2022-03-31 05:02:59 main:574] : INFO : Epoch 1738 | loss: 0.0310361 | val_loss: 0.0311671 | Time: 3296 ms
[2022-03-31 05:03:02 main:574] : INFO : Epoch 1739 | loss: 0.0310343 | val_loss: 0.0311647 | Time: 3273.15 ms
[2022-03-31 05:03:05 main:574] : INFO : Epoch 1740 | loss: 0.0310315 | val_loss: 0.0311568 | Time: 3275.39 ms
[2022-03-31 05:03:08 main:574] : INFO : Epoch 1741 | loss: 0.0310296 | val_loss: 0.0311639 | Time: 3292.68 ms
[2022-03-31 05:03:12 main:574] : INFO : Epoch 1742 | loss: 0.0310278 | val_loss: 0.0311701 | Time: 3251.99 ms
[2022-03-31 05:03:15 main:574] : INFO : Epoch 1743 | loss: 0.0310289 | val_loss: 0.0311656 | Time: 3297.33 ms
[2022-03-31 05:03:18 main:574] : INFO : Epoch 1744 | loss: 0.0310403 | val_loss: 0.0311639 | Time: 3300.61 ms
[2022-03-31 05:03:22 main:574] : INFO : Epoch 1745 | loss: 0.0310424 | val_loss: 0.0311529 | Time: 3260.48 ms
[2022-03-31 05:03:25 main:574] : INFO : Epoch 1746 | loss: 0.0310401 | val_loss: 0.0311583 | Time: 3314.83 ms
[2022-03-31 05:03:28 main:574] : INFO : Epoch 1747 | loss: 0.0310373 | val_loss: 0.031154 | Time: 3318.55 ms
[2022-03-31 05:03:31 main:574] : INFO : Epoch 1748 | loss: 0.0310397 | val_loss: 0.0311632 | Time: 3250.93 ms
[2022-03-31 05:03:35 main:574] : INFO : Epoch 1749 | loss: 0.0310345 | val_loss: 0.0311645 | Time: 3291.36 ms
[2022-03-31 05:03:38 main:574] : INFO : Epoch 1750 | loss: 0.0310414 | val_loss: 0.0311671 | Time: 3280.42 ms
[2022-03-31 05:03:41 main:574] : INFO : Epoch 1751 | loss: 0.0310361 | val_loss: 0.0311634 | Time: 3276.55 ms
[2022-03-31 05:03:45 main:574] : INFO : Epoch 1752 | loss: 0.0310315 | val_loss: 0.0311786 | Time: 3317.99 ms
[2022-03-31 05:03:48 main:574] : INFO : Epoch 1753 | loss: 0.0310303 | val_loss: 0.0311673 | Time: 3263.92 ms
[2022-03-31 05:03:51 main:574] : INFO : Epoch 1754 | loss: 0.0310295 | val_loss: 0.0311701 | Time: 3267.72 ms
[2022-03-31 05:03:54 main:574] : INFO : Epoch 1755 | loss: 0.0310309 | val_loss: 0.0311683 | Time: 3298.74 ms
[2022-03-31 05:03:58 main:574] : INFO : Epoch 1756 | loss: 0.0310295 | val_loss: 0.0311579 | Time: 3265.54 ms
[2022-03-31 05:04:01 main:574] : INFO : Epoch 1757 | loss: 0.0310312 | val_loss: 0.0311543 | Time: 3302.92 ms
[2022-03-31 05:04:04 main:574] : INFO : Epoch 1758 | loss: 0.0310275 | val_loss: 0.0311556 | Time: 3315.97 ms
[2022-03-31 05:04:08 main:574] : INFO : Epoch 1759 | loss: 0.031028 | val_loss: 0.0311723 | Time: 3277.42 ms
[2022-03-31 05:04:11 main:574] : INFO : Epoch 1760 | loss: 0.0310278 | val_loss: 0.0311747 | Time: 3258.11 ms
[2022-03-31 05:04:14 main:574] : INFO : Epoch 1761 | loss: 0.031035 | val_loss: 0.031156 | Time: 3281.99 ms
[2022-03-31 05:04:17 main:574] : INFO : Epoch 1762 | loss: 0.031036 | val_loss: 0.0311446 | Time: 3276.43 ms
[2022-03-31 05:04:21 main:574] : INFO : Epoch 1763 | loss: 0.0310629 | val_loss: 0.0311706 | Time: 3272.3 ms
[2022-03-31 05:04:24 main:574] : INFO : Epoch 1764 | loss: 0.0310539 | val_loss: 0.0311606 | Time: 3319.03 ms
[2022-03-31 05:04:27 main:574] : INFO : Epoch 1765 | loss: 0.0310453 | val_loss: 0.0311512 | Time: 3248.5 ms
[2022-03-31 05:04:31 main:574] : INFO : Epoch 1766 | loss: 0.0310464 | val_loss: 0.0311711 | Time: 3297.86 ms
[2022-03-31 05:04:34 main:574] : INFO : Epoch 1767 | loss: 0.0310421 | val_loss: 0.03116 | Time: 3309.05 ms
[2022-03-31 05:04:37 main:574] : INFO : Epoch 1768 | loss: 0.0310363 | val_loss: 0.0311638 | Time: 3275.92 ms
[2022-03-31 05:04:40 main:574] : INFO : Epoch 1769 | loss: 0.0310305 | val_loss: 0.0311536 | Time: 3293.25 ms
[2022-03-31 05:04:44 main:574] : INFO : Epoch 1770 | loss: 0.031028 | val_loss: 0.0311732 | Time: 3289.34 ms
[2022-03-31 05:04:47 main:574] : INFO : Epoch 1771 | loss: 0.0310316 | val_loss: 0.0311643 | Time: 3257.26 ms
[2022-03-31 05:04:50 main:574] : INFO : Epoch 1772 | loss: 0.031032 | val_loss: 0.0311644 | Time: 3270.24 ms
[2022-03-31 05:04:54 main:574] : INFO : Epoch 1773 | loss: 0.0310361 | val_loss: 0.0311615 | Time: 3304.52 ms
[2022-03-31 05:04:57 main:574] : INFO : Epoch 1774 | loss: 0.0310388 | val_loss: 0.0311501 | Time: 3235.3 ms
[2022-03-31 05:05:00 main:574] : INFO : Epoch 1775 | loss: 0.0310492 | val_loss: 0.0311619 | Time: 3288.81 ms
[2022-03-31 05:05:03 main:574] : INFO : Epoch 1776 | loss: 0.0310431 | val_loss: 0.0311512 | Time: 3274.05 ms
[2022-03-31 05:05:07 main:574] : INFO : Epoch 1777 | loss: 0.0310389 | val_loss: 0.0311673 | Time: 3235.52 ms
[2022-03-31 05:05:10 main:574] : INFO : Epoch 1778 | loss: 0.0310338 | val_loss: 0.0311579 | Time: 3262.08 ms
[2022-03-31 05:05:13 main:574] : INFO : Epoch 1779 | loss: 0.0310292 | val_loss: 0.0311614 | Time: 3275.59 ms
[2022-03-31 05:05:16 main:574] : INFO : Epoch 1780 | loss: 0.031033 | val_loss: 0.0311674 | Time: 3253.46 ms
[2022-03-31 05:05:20 main:574] : INFO : Epoch 1781 | loss: 0.0310542 | val_loss: 0.0311665 | Time: 3274.72 ms
[2022-03-31 05:05:23 main:574] : INFO : Epoch 1782 | loss: 0.0310508 | val_loss: 0.0311519 | Time: 3302.38 ms
[2022-03-31 05:05:26 main:574] : INFO : Epoch 1783 | loss: 0.0310406 | val_loss: 0.0311606 | Time: 3269.25 ms
[2022-03-31 05:05:30 main:574] : INFO : Epoch 1784 | loss: 0.0310372 | val_loss: 0.0311684 | Time: 3287.61 ms
[2022-03-31 05:05:33 main:574] : INFO : Epoch 1785 | loss: 0.0310309 | val_loss: 0.0311607 | Time: 3281.3 ms
[2022-03-31 05:05:36 main:574] : INFO : Epoch 1786 | loss: 0.0310349 | val_loss: 0.0311602 | Time: 3279.06 ms
[2022-03-31 05:05:39 main:574] : INFO : Epoch 1787 | loss: 0.0310335 | val_loss: 0.0311741 | Time: 3302.75 ms
[2022-03-31 05:05:43 main:574] : INFO : Epoch 1788 | loss: 0.0310313 | val_loss: 0.031164 | Time: 3293.98 ms
[2022-03-31 05:05:46 main:574] : INFO : Epoch 1789 | loss: 0.0310327 | val_loss: 0.0311686 | Time: 3279.14 ms
[2022-03-31 05:05:49 main:574] : INFO : Epoch 1790 | loss: 0.0310306 | val_loss: 0.0311624 | Time: 3273.62 ms
[2022-03-31 05:05:53 main:574] : INFO : Epoch 1791 | loss: 0.0310362 | val_loss: 0.0311764 | Time: 3257.97 ms
[2022-03-31 05:05:56 main:574] : INFO : Epoch 1792 | loss: 0.0310386 | val_loss: 0.0311527 | Time: 3257.25 ms
[2022-03-31 05:05:59 main:574] : INFO : Epoch 1793 | loss: 0.0310367 | val_loss: 0.0311622 | Time: 3337.36 ms
[2022-03-31 05:06:02 main:574] : INFO : Epoch 1794 | loss: 0.0310374 | val_loss: 0.03117 | Time: 3290.63 ms
[2022-03-31 05:06:06 main:574] : INFO : Epoch 1795 | loss: 0.0310331 | val_loss: 0.0311657 | Time: 3267.36 ms
[2022-03-31 05:06:09 main:574] : INFO : Epoch 1796 | loss: 0.0310284 | val_loss: 0.0311717 | Time: 3293 ms
[2022-03-31 05:06:12 main:574] : INFO : Epoch 1797 | loss: 0.0310252 | val_loss: 0.0311614 | Time: 3254.26 ms
[2022-03-31 05:06:16 main:574] : INFO : Epoch 1798 | loss: 0.031023 | val_loss: 0.0311671 | Time: 3293.19 ms
[2022-03-31 05:06:19 main:574] : INFO : Epoch 1799 | loss: 0.0310215 | val_loss: 0.0311582 | Time: 3266.37 ms
[2022-03-31 05:06:22 main:574] : INFO : Epoch 1800 | loss: 0.0310241 | val_loss: 0.0311763 | Time: 3283.79 ms
[2022-03-31 05:06:25 main:574] : INFO : Epoch 1801 | loss: 0.0310242 | val_loss: 0.0311795 | Time: 3302.58 ms
[2022-03-31 05:06:29 main:574] : INFO : Epoch 1802 | loss: 0.031026 | val_loss: 0.0311593 | Time: 3316.21 ms
[2022-03-31 05:06:32 main:574] : INFO : Epoch 1803 | loss: 0.0310307 | val_loss: 0.0311641 | Time: 3262.43 ms
[2022-03-31 05:06:35 main:574] : INFO : Epoch 1804 | loss: 0.0310346 | val_loss: 0.0311622 | Time: 3321.33 ms
[2022-03-31 05:06:39 main:574] : INFO : Epoch 1805 | loss: 0.0310353 | val_loss: 0.031163 | Time: 3320.92 ms
[2022-03-31 05:06:42 main:574] : INFO : Epoch 1806 | loss: 0.0310436 | val_loss: 0.0311671 | Time: 3275.41 ms
[2022-03-31 05:06:45 main:574] : INFO : Epoch 1807 | loss: 0.0310377 | val_loss: 0.0311793 | Time: 3274.66 ms
[2022-03-31 05:06:49 main:574] : INFO : Epoch 1808 | loss: 0.0310311 | val_loss: 0.0311678 | Time: 3277.46 ms
[2022-03-31 05:06:52 main:574] : INFO : Epoch 1809 | loss: 0.0310307 | val_loss: 0.0311747 | Time: 3278.14 ms
[2022-03-31 05:06:55 main:574] : INFO : Epoch 1810 | loss: 0.0310279 | val_loss: 0.0311662 | Time: 3316.29 ms
[2022-03-31 05:06:58 main:574] : INFO : Epoch 1811 | loss: 0.0310259 | val_loss: 0.0311805 | Time: 3330.61 ms
[2022-03-31 05:07:02 main:574] : INFO : Epoch 1812 | loss: 0.0310258 | val_loss: 0.0311705 | Time: 3349.35 ms
[2022-03-31 05:07:05 main:574] : INFO : Epoch 1813 | loss: 0.0310244 | val_loss: 0.0311577 | Time: 3289.93 ms
[2022-03-31 05:07:08 main:574] : INFO : Epoch 1814 | loss: 0.0310278 | val_loss: 0.0311562 | Time: 3276.12 ms
[2022-03-31 05:07:12 main:574] : INFO : Epoch 1815 | loss: 0.0310239 | val_loss: 0.0311681 | Time: 3410.78 ms
[2022-03-31 05:07:15 main:574] : INFO : Epoch 1816 | loss: 0.0310248 | val_loss: 0.0311805 | Time: 3297.16 ms
[2022-03-31 05:07:17 main:574] : INFO : Epoch 1817 | loss: 0.031033 | val_loss: 0.0311577 | Time: 3296.1 ms
[2022-03-31 05:07:21 main:574] : INFO : Epoch 1818 | loss: 0.0310387 | val_loss: 0.0311706 | Time: 3249.8 ms
[2022-03-31 05:07:24 main:574] : INFO : Epoch 1819 | loss: 0.0310404 | val_loss: 0.0311711 | Time: 3310.85 ms
[2022-03-31 05:07:27 main:574] : INFO : Epoch 1820 | loss: 0.0310361 | val_loss: 0.0311605 | Time: 3334.35 ms
[2022-03-31 05:07:31 main:574] : INFO : Epoch 1821 | loss: 0.031035 | val_loss: 0.0311698 | Time: 3297.06 ms
[2022-03-31 05:07:34 main:574] : INFO : Epoch 1822 | loss: 0.0310338 | val_loss: 0.0311709 | Time: 3327.14 ms
[2022-03-31 05:07:37 main:574] : INFO : Epoch 1823 | loss: 0.031034 | val_loss: 0.0311772 | Time: 3310.61 ms
[2022-03-31 05:07:41 main:574] : INFO : Epoch 1824 | loss: 0.0310308 | val_loss: 0.0311691 | Time: 3257.1 ms
[2022-03-31 05:07:44 main:574] : INFO : Epoch 1825 | loss: 0.0310256 | val_loss: 0.0311681 | Time: 3270.78 ms
[2022-03-31 05:07:47 main:574] : INFO : Epoch 1826 | loss: 0.0310272 | val_loss: 0.0311658 | Time: 3278.16 ms
[2022-03-31 05:07:50 main:574] : INFO : Epoch 1827 | loss: 0.0310334 | val_loss: 0.0311679 | Time: 3263.42 ms
[2022-03-31 05:07:54 main:574] : INFO : Epoch 1828 | loss: 0.0310314 | val_loss: 0.0311655 | Time: 3297.48 ms
[2022-03-31 05:07:57 main:574] : INFO : Epoch 1829 | loss: 0.0310309 | val_loss: 0.0311606 | Time: 3300.21 ms
[2022-03-31 05:08:00 main:574] : INFO : Epoch 1830 | loss: 0.0310354 | val_loss: 0.0311584 | Time: 3291.29 ms
[2022-03-31 05:08:04 main:574] : INFO : Epoch 1831 | loss: 0.0310575 | val_loss: 0.0311599 | Time: 3298.63 ms
[2022-03-31 05:08:07 main:574] : INFO : Epoch 1832 | loss: 0.031045 | val_loss: 0.0311609 | Time: 3263.53 ms
[2022-03-31 05:08:10 main:574] : INFO : Epoch 1833 | loss: 0.0310438 | val_loss: 0.0311505 | Time: 3278.53 ms
[2022-03-31 05:08:13 main:574] : INFO : Epoch 1834 | loss: 0.0310451 | val_loss: 0.0311628 | Time: 3286.98 ms
[2022-03-31 05:08:17 main:574] : INFO : Epoch 1835 | loss: 0.0310473 | val_loss: 0.0311643 | Time: 3278.37 ms
[2022-03-31 05:08:20 main:574] : INFO : Epoch 1836 | loss: 0.0310394 | val_loss: 0.0311582 | Time: 3290.57 ms
[2022-03-31 05:08:23 main:574] : INFO : Epoch 1837 | loss: 0.0310325 | val_loss: 0.0311641 | Time: 3282.76 ms
[2022-03-31 05:08:27 main:574] : INFO : Epoch 1838 | loss: 0.0310286 | val_loss: 0.0311509 | Time: 3279.81 ms
[2022-03-31 05:08:30 main:574] : INFO : Epoch 1839 | loss: 0.0310314 | val_loss: 0.0311584 | Time: 3280.23 ms
[2022-03-31 05:08:33 main:574] : INFO : Epoch 1840 | loss: 0.0310518 | val_loss: 0.0311484 | Time: 3307.82 ms
[2022-03-31 05:08:36 main:574] : INFO : Epoch 1841 | loss: 0.0310913 | val_loss: 0.0311359 | Time: 3247.82 ms
[2022-03-31 05:08:40 main:574] : INFO : Epoch 1842 | loss: 0.0310794 | val_loss: 0.0311509 | Time: 3265.46 ms
[2022-03-31 05:08:43 main:574] : INFO : Epoch 1843 | loss: 0.0310732 | val_loss: 0.0311415 | Time: 3281.98 ms
[2022-03-31 05:08:46 main:574] : INFO : Epoch 1844 | loss: 0.0310637 | val_loss: 0.0311465 | Time: 3255.14 ms
[2022-03-31 05:08:50 main:574] : INFO : Epoch 1845 | loss: 0.0310546 | val_loss: 0.0311501 | Time: 3289.96 ms
[2022-03-31 05:08:53 main:574] : INFO : Epoch 1846 | loss: 0.0310484 | val_loss: 0.0311513 | Time: 3284.58 ms
[2022-03-31 05:08:56 main:574] : INFO : Epoch 1847 | loss: 0.0310444 | val_loss: 0.0311541 | Time: 3254.29 ms
[2022-03-31 05:08:59 main:574] : INFO : Epoch 1848 | loss: 0.0310432 | val_loss: 0.0311691 | Time: 3259.28 ms
[2022-03-31 05:09:03 main:574] : INFO : Epoch 1849 | loss: 0.0310398 | val_loss: 0.0311685 | Time: 3288.62 ms
[2022-03-31 05:09:06 main:574] : INFO : Epoch 1850 | loss: 0.0310394 | val_loss: 0.0311513 | Time: 3255.75 ms
[2022-03-31 05:09:09 main:574] : INFO : Epoch 1851 | loss: 0.0310369 | val_loss: 0.0311468 | Time: 3267.82 ms
[2022-03-31 05:09:12 main:574] : INFO : Epoch 1852 | loss: 0.0310383 | val_loss: 0.0311582 | Time: 3293.64 ms
[2022-03-31 05:09:16 main:574] : INFO : Epoch 1853 | loss: 0.0310364 | val_loss: 0.0311755 | Time: 3277.08 ms
[2022-03-31 05:09:19 main:574] : INFO : Epoch 1854 | loss: 0.0310354 | val_loss: 0.0311696 | Time: 3282.25 ms
[2022-03-31 05:09:22 main:574] : INFO : Epoch 1855 | loss: 0.0310326 | val_loss: 0.0311691 | Time: 3272.4 ms
[2022-03-31 05:09:26 main:574] : INFO : Epoch 1856 | loss: 0.0310351 | val_loss: 0.0311648 | Time: 3269.41 ms
[2022-03-31 05:09:29 main:574] : INFO : Epoch 1857 | loss: 0.0310324 | val_loss: 0.0311585 | Time: 3353.02 ms
[2022-03-31 05:09:32 main:574] : INFO : Epoch 1858 | loss: 0.0310313 | val_loss: 0.03117 | Time: 3307.54 ms
[2022-03-31 05:09:35 main:574] : INFO : Epoch 1859 | loss: 0.0310287 | val_loss: 0.031178 | Time: 3263.21 ms
[2022-03-31 05:09:39 main:574] : INFO : Epoch 1860 | loss: 0.0310251 | val_loss: 0.0311621 | Time: 3311.15 ms
[2022-03-31 05:09:42 main:574] : INFO : Epoch 1861 | loss: 0.0310282 | val_loss: 0.0311653 | Time: 3300.68 ms
[2022-03-31 05:09:45 main:574] : INFO : Epoch 1862 | loss: 0.0310328 | val_loss: 0.0311649 | Time: 3258.08 ms
[2022-03-31 05:09:49 main:574] : INFO : Epoch 1863 | loss: 0.0310607 | val_loss: 0.031162 | Time: 3279.32 ms
[2022-03-31 05:09:52 main:574] : INFO : Epoch 1864 | loss: 0.0310501 | val_loss: 0.0311599 | Time: 3273.27 ms
[2022-03-31 05:09:55 main:574] : INFO : Epoch 1865 | loss: 0.0310387 | val_loss: 0.0311711 | Time: 3273.02 ms
[2022-03-31 05:09:58 main:574] : INFO : Epoch 1866 | loss: 0.0310315 | val_loss: 0.0311752 | Time: 3271.01 ms
[2022-03-31 05:10:02 main:574] : INFO : Epoch 1867 | loss: 0.0310318 | val_loss: 0.0311684 | Time: 3264.87 ms
[2022-03-31 05:10:05 main:574] : INFO : Epoch 1868 | loss: 0.0310344 | val_loss: 0.0311698 | Time: 3256.86 ms
[2022-03-31 05:10:08 main:574] : INFO : Epoch 1869 | loss: 0.0310288 | val_loss: 0.0311619 | Time: 3276.12 ms
[2022-03-31 05:10:12 main:574] : INFO : Epoch 1870 | loss: 0.0310274 | val_loss: 0.0311694 | Time: 3253.27 ms
[2022-03-31 05:10:15 main:574] : INFO : Epoch 1871 | loss: 0.0310276 | val_loss: 0.0311649 | Time: 3280.47 ms
[2022-03-31 05:10:18 main:574] : INFO : Epoch 1872 | loss: 0.0310259 | val_loss: 0.0311666 | Time: 3296.73 ms
[2022-03-31 05:10:21 main:574] : INFO : Epoch 1873 | loss: 0.0310302 | val_loss: 0.0311746 | Time: 3235.06 ms
[2022-03-31 05:10:25 main:574] : INFO : Epoch 1874 | loss: 0.0310284 | val_loss: 0.0311742 | Time: 3282.05 ms
[2022-03-31 05:10:28 main:574] : INFO : Epoch 1875 | loss: 0.0310247 | val_loss: 0.0311644 | Time: 3312.93 ms
[2022-03-31 05:10:31 main:574] : INFO : Epoch 1876 | loss: 0.0310266 | val_loss: 0.0311713 | Time: 3274.29 ms
[2022-03-31 05:10:35 main:574] : INFO : Epoch 1877 | loss: 0.031026 | val_loss: 0.0311705 | Time: 3265.38 ms
[2022-03-31 05:10:38 main:574] : INFO : Epoch 1878 | loss: 0.0310302 | val_loss: 0.0311675 | Time: 3265.61 ms
[2022-03-31 05:10:41 main:574] : INFO : Epoch 1879 | loss: 0.0310239 | val_loss: 0.0311881 | Time: 3248.69 ms
[2022-03-31 05:10:44 main:574] : INFO : Epoch 1880 | loss: 0.0310517 | val_loss: 0.0311577 | Time: 3276.74 ms
[2022-03-31 05:10:48 main:574] : INFO : Epoch 1881 | loss: 0.0310414 | val_loss: 0.0311603 | Time: 3258.01 ms
[2022-03-31 05:10:51 main:574] : INFO : Epoch 1882 | loss: 0.0310317 | val_loss: 0.0311599 | Time: 3240.79 ms
[2022-03-31 05:10:54 main:574] : INFO : Epoch 1883 | loss: 0.0310278 | val_loss: 0.0311745 | Time: 3272.59 ms
[2022-03-31 05:10:57 main:574] : INFO : Epoch 1884 | loss: 0.0310276 | val_loss: 0.0311813 | Time: 3297.81 ms
[2022-03-31 05:11:01 main:574] : INFO : Epoch 1885 | loss: 0.0310246 | val_loss: 0.0311826 | Time: 3311.42 ms
[2022-03-31 05:11:04 main:574] : INFO : Epoch 1886 | loss: 0.0310248 | val_loss: 0.0311825 | Time: 3304.15 ms
[2022-03-31 05:11:07 main:574] : INFO : Epoch 1887 | loss: 0.0310229 | val_loss: 0.0311818 | Time: 3293.59 ms
[2022-03-31 05:11:11 main:574] : INFO : Epoch 1888 | loss: 0.0310217 | val_loss: 0.0311643 | Time: 3250.2 ms
[2022-03-31 05:11:14 main:574] : INFO : Epoch 1889 | loss: 0.0310339 | val_loss: 0.0311662 | Time: 3289.18 ms
[2022-03-31 05:11:17 main:574] : INFO : Epoch 1890 | loss: 0.0310363 | val_loss: 0.0311656 | Time: 3251.44 ms
[2022-03-31 05:11:20 main:574] : INFO : Epoch 1891 | loss: 0.0310357 | val_loss: 0.0311767 | Time: 3239.92 ms
[2022-03-31 05:11:24 main:574] : INFO : Epoch 1892 | loss: 0.0310283 | val_loss: 0.031172 | Time: 3265.21 ms
[2022-03-31 05:11:27 main:574] : INFO : Epoch 1893 | loss: 0.0310289 | val_loss: 0.0311618 | Time: 3283.23 ms
[2022-03-31 05:11:30 main:574] : INFO : Epoch 1894 | loss: 0.0310359 | val_loss: 0.0311692 | Time: 3244.65 ms
[2022-03-31 05:11:33 main:574] : INFO : Epoch 1895 | loss: 0.0310506 | val_loss: 0.031158 | Time: 3287.48 ms
[2022-03-31 05:11:37 main:574] : INFO : Epoch 1896 | loss: 0.0310385 | val_loss: 0.0311788 | Time: 3247.89 ms
[2022-03-31 05:11:40 main:574] : INFO : Epoch 1897 | loss: 0.0310313 | val_loss: 0.0311652 | Time: 3305.91 ms
[2022-03-31 05:11:43 main:574] : INFO : Epoch 1898 | loss: 0.0310312 | val_loss: 0.0311756 | Time: 3274.7 ms
[2022-03-31 05:11:47 main:574] : INFO : Epoch 1899 | loss: 0.0310743 | val_loss: 0.0311582 | Time: 3233.47 ms
[2022-03-31 05:11:50 main:574] : INFO : Epoch 1900 | loss: 0.0310904 | val_loss: 0.0311625 | Time: 3251.26 ms
[2022-03-31 05:11:53 main:574] : INFO : Epoch 1901 | loss: 0.0310832 | val_loss: 0.031153 | Time: 3252.22 ms
[2022-03-31 05:11:56 main:574] : INFO : Epoch 1902 | loss: 0.0310795 | val_loss: 0.0311481 | Time: 3235.97 ms
[2022-03-31 05:12:00 main:574] : INFO : Epoch 1903 | loss: 0.0310788 | val_loss: 0.0311686 | Time: 3263.32 ms
[2022-03-31 05:12:03 main:574] : INFO : Epoch 1904 | loss: 0.031081 | val_loss: 0.0311547 | Time: 3285.21 ms
[2022-03-31 05:12:06 main:574] : INFO : Epoch 1905 | loss: 0.0311034 | val_loss: 0.0311485 | Time: 3236.34 ms
[2022-03-31 05:12:09 main:574] : INFO : Epoch 1906 | loss: 0.0311071 | val_loss: 0.0311437 | Time: 3236.54 ms
[2022-03-31 05:12:13 main:574] : INFO : Epoch 1907 | loss: 0.0310945 | val_loss: 0.0311664 | Time: 3278.67 ms
[2022-03-31 05:12:16 main:574] : INFO : Epoch 1908 | loss: 0.0310844 | val_loss: 0.0311487 | Time: 3259.53 ms
[2022-03-31 05:12:19 main:574] : INFO : Epoch 1909 | loss: 0.0310826 | val_loss: 0.0311559 | Time: 3387.58 ms
[2022-03-31 05:12:23 main:574] : INFO : Epoch 1910 | loss: 0.0310742 | val_loss: 0.0311573 | Time: 3272 ms
[2022-03-31 05:12:36 main:574] : INFO : Epoch 1911 | loss: 0.0310671 | val_loss: 0.0311541 | Time: 13122.9 ms
[2022-03-31 05:12:39 main:574] : INFO : Epoch 1912 | loss: 0.0310754 | val_loss: 0.031152 | Time: 3124.9 ms
[2022-03-31 05:12:42 main:574] : INFO : Epoch 1913 | loss: 0.0310903 | val_loss: 0.0311437 | Time: 3129.07 ms
[2022-03-31 05:12:45 main:574] : INFO : Epoch 1914 | loss: 0.0310835 | val_loss: 0.0311484 | Time: 3141.97 ms
[2022-03-31 05:12:48 main:574] : INFO : Epoch 1915 | loss: 0.0310723 | val_loss: 0.0311506 | Time: 3199.99 ms
[2022-03-31 05:12:51 main:574] : INFO : Epoch 1916 | loss: 0.0310682 | val_loss: 0.0311437 | Time: 3183.67 ms
[2022-03-31 05:12:55 main:574] : INFO : Epoch 1917 | loss: 0.0310624 | val_loss: 0.0311566 | Time: 3223.67 ms
[2022-03-31 05:12:58 main:574] : INFO : Epoch 1918 | loss: 0.0310596 | val_loss: 0.0311543 | Time: 3222.49 ms
[2022-03-31 05:13:01 main:574] : INFO : Epoch 1919 | loss: 0.0310572 | val_loss: 0.0311562 | Time: 3190.92 ms
[2022-03-31 05:13:04 main:574] : INFO : Epoch 1920 | loss: 0.0310517 | val_loss: 0.0311582 | Time: 3254.6 ms
[2022-03-31 05:13:08 main:574] : INFO : Epoch 1921 | loss: 0.0310477 | val_loss: 0.0311586 | Time: 3239.8 ms
[2022-03-31 05:13:11 main:574] : INFO : Epoch 1922 | loss: 0.0310474 | val_loss: 0.0311534 | Time: 3233.09 ms
[2022-03-31 05:13:14 main:574] : INFO : Epoch 1923 | loss: 0.0310452 | val_loss: 0.0311539 | Time: 3245.89 ms
[2022-03-31 05:13:17 main:574] : INFO : Epoch 1924 | loss: 0.0310434 | val_loss: 0.0311548 | Time: 3264.93 ms
[2022-03-31 05:13:21 main:574] : INFO : Epoch 1925 | loss: 0.0310433 | val_loss: 0.0311551 | Time: 3254.31 ms
[2022-03-31 05:13:24 main:574] : INFO : Epoch 1926 | loss: 0.0310379 | val_loss: 0.0311649 | Time: 3278.01 ms
[2022-03-31 05:13:27 main:574] : INFO : Epoch 1927 | loss: 0.0310406 | val_loss: 0.031157 | Time: 3297.17 ms
[2022-03-31 05:13:30 main:574] : INFO : Epoch 1928 | loss: 0.0310385 | val_loss: 0.0311575 | Time: 3223.86 ms
[2022-03-31 05:13:34 main:574] : INFO : Epoch 1929 | loss: 0.03104 | val_loss: 0.0311594 | Time: 3261.47 ms
[2022-03-31 05:13:37 main:574] : INFO : Epoch 1930 | loss: 0.0310369 | val_loss: 0.0311683 | Time: 3250.55 ms
[2022-03-31 05:13:40 main:574] : INFO : Epoch 1931 | loss: 0.0310335 | val_loss: 0.0311701 | Time: 3261.47 ms
[2022-03-31 05:13:43 main:574] : INFO : Epoch 1932 | loss: 0.0310344 | val_loss: 0.0311754 | Time: 3235.37 ms
[2022-03-31 05:13:47 main:574] : INFO : Epoch 1933 | loss: 0.0310425 | val_loss: 0.0311661 | Time: 3248.88 ms
[2022-03-31 05:13:50 main:574] : INFO : Epoch 1934 | loss: 0.0310375 | val_loss: 0.0311602 | Time: 3241.88 ms
[2022-03-31 05:13:53 main:574] : INFO : Epoch 1935 | loss: 0.0310352 | val_loss: 0.0311589 | Time: 3272.87 ms
[2022-03-31 05:13:56 main:574] : INFO : Epoch 1936 | loss: 0.0310323 | val_loss: 0.0311605 | Time: 3240.65 ms
[2022-03-31 05:14:00 main:574] : INFO : Epoch 1937 | loss: 0.0310428 | val_loss: 0.0311694 | Time: 3249.88 ms
[2022-03-31 05:14:03 main:574] : INFO : Epoch 1938 | loss: 0.0310615 | val_loss: 0.0311463 | Time: 3247.46 ms
[2022-03-31 05:14:06 main:574] : INFO : Epoch 1939 | loss: 0.0310598 | val_loss: 0.0311702 | Time: 3223.2 ms
[2022-03-31 05:14:09 main:574] : INFO : Epoch 1940 | loss: 0.0310508 | val_loss: 0.0311547 | Time: 3265.87 ms
[2022-03-31 05:14:13 main:574] : INFO : Epoch 1941 | loss: 0.0310481 | val_loss: 0.031157 | Time: 3262.35 ms
[2022-03-31 05:14:16 main:574] : INFO : Epoch 1942 | loss: 0.0310479 | val_loss: 0.0311536 | Time: 3226.45 ms
[2022-03-31 05:14:19 main:574] : INFO : Epoch 1943 | loss: 0.0310505 | val_loss: 0.0311554 | Time: 3288.87 ms
[2022-03-31 05:14:23 main:574] : INFO : Epoch 1944 | loss: 0.0310474 | val_loss: 0.0311596 | Time: 3254.44 ms
[2022-03-31 05:14:26 main:574] : INFO : Epoch 1945 | loss: 0.0310433 | val_loss: 0.0311577 | Time: 3242 ms
[2022-03-31 05:14:29 main:574] : INFO : Epoch 1946 | loss: 0.0310372 | val_loss: 0.0311574 | Time: 3252.57 ms
[2022-03-31 05:14:32 main:574] : INFO : Epoch 1947 | loss: 0.031035 | val_loss: 0.0311551 | Time: 3238.98 ms
[2022-03-31 05:14:35 main:574] : INFO : Epoch 1948 | loss: 0.0310341 | val_loss: 0.031174 | Time: 3208.52 ms
[2022-03-31 05:14:39 main:574] : INFO : Epoch 1949 | loss: 0.0310521 | val_loss: 0.0311551 | Time: 3232.52 ms
[2022-03-31 05:14:42 main:574] : INFO : Epoch 1950 | loss: 0.0310495 | val_loss: 0.03115 | Time: 3238.69 ms
[2022-03-31 05:14:45 main:574] : INFO : Epoch 1951 | loss: 0.0310444 | val_loss: 0.0311442 | Time: 3215.02 ms
[2022-03-31 05:14:48 main:574] : INFO : Epoch 1952 | loss: 0.0310387 | val_loss: 0.0311495 | Time: 3241.3 ms
[2022-03-31 05:14:52 main:574] : INFO : Epoch 1953 | loss: 0.0310361 | val_loss: 0.0311563 | Time: 3183.52 ms
[2022-03-31 05:14:55 main:574] : INFO : Epoch 1954 | loss: 0.0310369 | val_loss: 0.0311537 | Time: 3210.5 ms
[2022-03-31 05:14:58 main:574] : INFO : Epoch 1955 | loss: 0.0310334 | val_loss: 0.0311625 | Time: 3229.92 ms
[2022-03-31 05:15:01 main:574] : INFO : Epoch 1956 | loss: 0.0310313 | val_loss: 0.0311566 | Time: 3205.95 ms
[2022-03-31 05:15:04 main:574] : INFO : Epoch 1957 | loss: 0.0310286 | val_loss: 0.0311617 | Time: 3213.2 ms
[2022-03-31 05:15:08 main:574] : INFO : Epoch 1958 | loss: 0.0310289 | val_loss: 0.0311584 | Time: 3218.15 ms
[2022-03-31 05:15:11 main:574] : INFO : Epoch 1959 | loss: 0.0310311 | val_loss: 0.0311617 | Time: 3216.59 ms
[2022-03-31 05:15:14 main:574] : INFO : Epoch 1960 | loss: 0.0310319 | val_loss: 0.0311646 | Time: 3239.82 ms
[2022-03-31 05:15:17 main:574] : INFO : Epoch 1961 | loss: 0.0310302 | val_loss: 0.0311638 | Time: 3271.02 ms
[2022-03-31 05:15:21 main:574] : INFO : Epoch 1962 | loss: 0.0310257 | val_loss: 0.0311634 | Time: 3241.59 ms
[2022-03-31 05:15:24 main:574] : INFO : Epoch 1963 | loss: 0.0310259 | val_loss: 0.0311661 | Time: 3230.91 ms
[2022-03-31 05:15:27 main:574] : INFO : Epoch 1964 | loss: 0.0310245 | val_loss: 0.03117 | Time: 3275.69 ms
[2022-03-31 05:15:30 main:574] : INFO : Epoch 1965 | loss: 0.0310258 | val_loss: 0.0311665 | Time: 3223.41 ms
[2022-03-31 05:15:34 main:574] : INFO : Epoch 1966 | loss: 0.0310245 | val_loss: 0.0311704 | Time: 3275.47 ms
[2022-03-31 05:15:37 main:574] : INFO : Epoch 1967 | loss: 0.0310375 | val_loss: 0.0311695 | Time: 3264.33 ms
[2022-03-31 05:15:40 main:574] : INFO : Epoch 1968 | loss: 0.0310444 | val_loss: 0.0311519 | Time: 3240.48 ms
[2022-03-31 05:15:43 main:574] : INFO : Epoch 1969 | loss: 0.0310345 | val_loss: 0.031163 | Time: 3268.61 ms
[2022-03-31 05:15:47 main:574] : INFO : Epoch 1970 | loss: 0.0310304 | val_loss: 0.031165 | Time: 3261.02 ms
[2022-03-31 05:15:50 main:574] : INFO : Epoch 1971 | loss: 0.031032 | val_loss: 0.031168 | Time: 3262.85 ms
[2022-03-31 05:15:53 main:574] : INFO : Epoch 1972 | loss: 0.0310344 | val_loss: 0.0311677 | Time: 3259.55 ms
[2022-03-31 05:15:57 main:574] : INFO : Epoch 1973 | loss: 0.0310319 | val_loss: 0.0311677 | Time: 3229.74 ms
[2022-03-31 05:16:00 main:574] : INFO : Epoch 1974 | loss: 0.0310365 | val_loss: 0.0311636 | Time: 3334.68 ms
[2022-03-31 05:16:03 main:574] : INFO : Epoch 1975 | loss: 0.0310334 | val_loss: 0.031155 | Time: 3278.32 ms
[2022-03-31 05:16:06 main:574] : INFO : Epoch 1976 | loss: 0.0310353 | val_loss: 0.0311598 | Time: 3211.51 ms
[2022-03-31 05:16:10 main:574] : INFO : Epoch 1977 | loss: 0.0310373 | val_loss: 0.0311488 | Time: 3248.65 ms
[2022-03-31 05:16:13 main:574] : INFO : Epoch 1978 | loss: 0.0310385 | val_loss: 0.0311585 | Time: 3232.76 ms
[2022-03-31 05:16:16 main:574] : INFO : Epoch 1979 | loss: 0.0310278 | val_loss: 0.0311822 | Time: 3238.12 ms
[2022-03-31 05:16:19 main:574] : INFO : Epoch 1980 | loss: 0.0310266 | val_loss: 0.0311666 | Time: 3274.92 ms
[2022-03-31 05:16:23 main:574] : INFO : Epoch 1981 | loss: 0.0310262 | val_loss: 0.0311563 | Time: 3263.81 ms
[2022-03-31 05:16:26 main:574] : INFO : Epoch 1982 | loss: 0.0310251 | val_loss: 0.03117 | Time: 3230.55 ms
[2022-03-31 05:16:29 main:574] : INFO : Epoch 1983 | loss: 0.0310247 | val_loss: 0.0311698 | Time: 3251.47 ms
[2022-03-31 05:16:32 main:574] : INFO : Epoch 1984 | loss: 0.0310279 | val_loss: 0.031158 | Time: 3281.77 ms
[2022-03-31 05:16:36 main:574] : INFO : Epoch 1985 | loss: 0.0310256 | val_loss: 0.0311698 | Time: 3218.49 ms
[2022-03-31 05:16:39 main:574] : INFO : Epoch 1986 | loss: 0.0310225 | val_loss: 0.0311615 | Time: 3265.38 ms
[2022-03-31 05:16:42 main:574] : INFO : Epoch 1987 | loss: 0.0310216 | val_loss: 0.031173 | Time: 3277.17 ms
[2022-03-31 05:16:45 main:574] : INFO : Epoch 1988 | loss: 0.0310282 | val_loss: 0.0311651 | Time: 3235.55 ms
[2022-03-31 05:16:49 main:574] : INFO : Epoch 1989 | loss: 0.0310747 | val_loss: 0.0311537 | Time: 3272.28 ms
[2022-03-31 05:16:52 main:574] : INFO : Epoch 1990 | loss: 0.0310857 | val_loss: 0.031158 | Time: 3234.61 ms
[2022-03-31 05:16:55 main:574] : INFO : Epoch 1991 | loss: 0.0310789 | val_loss: 0.0311559 | Time: 3252.69 ms
[2022-03-31 05:16:59 main:574] : INFO : Epoch 1992 | loss: 0.031067 | val_loss: 0.0311628 | Time: 3299.78 ms
[2022-03-31 05:17:02 main:574] : INFO : Epoch 1993 | loss: 0.0310638 | val_loss: 0.0311558 | Time: 3266.87 ms
[2022-03-31 05:17:05 main:574] : INFO : Epoch 1994 | loss: 0.0310599 | val_loss: 0.0311555 | Time: 3284.89 ms
[2022-03-31 05:17:08 main:574] : INFO : Epoch 1995 | loss: 0.0310635 | val_loss: 0.031158 | Time: 3265.31 ms
[2022-03-31 05:17:12 main:574] : INFO : Epoch 1996 | loss: 0.031053 | val_loss: 0.0311534 | Time: 3247.54 ms
[2022-03-31 05:17:15 main:574] : INFO : Epoch 1997 | loss: 0.0310568 | val_loss: 0.0311689 | Time: 3260.28 ms
[2022-03-31 05:17:18 main:574] : INFO : Epoch 1998 | loss: 0.031058 | val_loss: 0.0311451 | Time: 3264.5 ms
[2022-03-31 05:17:21 main:574] : INFO : Epoch 1999 | loss: 0.0310785 | val_loss: 0.0311368 | Time: 3245.3 ms
[2022-03-31 05:17:25 main:574] : INFO : Epoch 2000 | loss: 0.0311005 | val_loss: 0.031135 | Time: 3260.64 ms
[2022-03-31 05:17:28 main:574] : INFO : Epoch 2001 | loss: 0.0310926 | val_loss: 0.0311395 | Time: 3279.79 ms
[2022-03-31 05:17:31 main:574] : INFO : Epoch 2002 | loss: 0.0310867 | val_loss: 0.0311318 | Time: 3237.92 ms
[2022-03-31 05:17:34 main:574] : INFO : Epoch 2003 | loss: 0.0310783 | val_loss: 0.0311427 | Time: 3255.8 ms
[2022-03-31 05:17:38 main:574] : INFO : Epoch 2004 | loss: 0.0310701 | val_loss: 0.0311355 | Time: 3244.08 ms
[2022-03-31 05:17:41 main:574] : INFO : Epoch 2005 | loss: 0.0310648 | val_loss: 0.0311411 | Time: 3239.85 ms
[2022-03-31 05:17:44 main:574] : INFO : Epoch 2006 | loss: 0.03106 | val_loss: 0.031147 | Time: 3258.05 ms
[2022-03-31 05:17:47 main:574] : INFO : Epoch 2007 | loss: 0.0310584 | val_loss: 0.0311428 | Time: 3244.79 ms
[2022-03-31 05:17:51 main:574] : INFO : Epoch 2008 | loss: 0.0310606 | val_loss: 0.031143 | Time: 3228.78 ms
[2022-03-31 05:17:54 main:574] : INFO : Epoch 2009 | loss: 0.0310585 | val_loss: 0.031141 | Time: 3240.82 ms
[2022-03-31 05:17:57 main:574] : INFO : Epoch 2010 | loss: 0.0310528 | val_loss: 0.0311505 | Time: 3255.67 ms
[2022-03-31 05:18:00 main:574] : INFO : Epoch 2011 | loss: 0.0310489 | val_loss: 0.0311584 | Time: 3217.33 ms
[2022-03-31 05:18:04 main:574] : INFO : Epoch 2012 | loss: 0.0310456 | val_loss: 0.0311473 | Time: 3225.72 ms
[2022-03-31 05:18:07 main:574] : INFO : Epoch 2013 | loss: 0.0310451 | val_loss: 0.0311562 | Time: 3226.18 ms
[2022-03-31 05:18:10 main:574] : INFO : Epoch 2014 | loss: 0.0310417 | val_loss: 0.0311672 | Time: 3260.98 ms
[2022-03-31 05:18:13 main:574] : INFO : Epoch 2015 | loss: 0.0310417 | val_loss: 0.0311587 | Time: 3256.87 ms
[2022-03-31 05:18:17 main:574] : INFO : Epoch 2016 | loss: 0.03104 | val_loss: 0.031156 | Time: 3241.51 ms
[2022-03-31 05:18:20 main:574] : INFO : Epoch 2017 | loss: 0.0310427 | val_loss: 0.0311595 | Time: 3245.49 ms
[2022-03-31 05:18:23 main:574] : INFO : Epoch 2018 | loss: 0.031044 | val_loss: 0.0311696 | Time: 3271.12 ms
[2022-03-31 05:18:26 main:574] : INFO : Epoch 2019 | loss: 0.031041 | val_loss: 0.031164 | Time: 3263.94 ms
[2022-03-31 05:18:30 main:574] : INFO : Epoch 2020 | loss: 0.0310377 | val_loss: 0.0311686 | Time: 3277.21 ms
[2022-03-31 05:18:33 main:574] : INFO : Epoch 2021 | loss: 0.0310359 | val_loss: 0.0311592 | Time: 3262.01 ms
[2022-03-31 05:18:36 main:574] : INFO : Epoch 2022 | loss: 0.0310388 | val_loss: 0.0311568 | Time: 3235.02 ms
[2022-03-31 05:18:39 main:574] : INFO : Epoch 2023 | loss: 0.0310393 | val_loss: 0.0311524 | Time: 3260.3 ms
[2022-03-31 05:18:43 main:574] : INFO : Epoch 2024 | loss: 0.0310391 | val_loss: 0.0311563 | Time: 3258.64 ms
[2022-03-31 05:18:46 main:574] : INFO : Epoch 2025 | loss: 0.031036 | val_loss: 0.0311643 | Time: 3235.51 ms
[2022-03-31 05:18:49 main:574] : INFO : Epoch 2026 | loss: 0.0310472 | val_loss: 0.0311694 | Time: 3249.87 ms
[2022-03-31 05:18:52 main:574] : INFO : Epoch 2027 | loss: 0.0310419 | val_loss: 0.0311514 | Time: 3246.97 ms
[2022-03-31 05:18:56 main:574] : INFO : Epoch 2028 | loss: 0.0310419 | val_loss: 0.0311596 | Time: 3204.24 ms
[2022-03-31 05:18:59 main:574] : INFO : Epoch 2029 | loss: 0.0310354 | val_loss: 0.031173 | Time: 3275.47 ms
[2022-03-31 05:19:02 main:574] : INFO : Epoch 2030 | loss: 0.0310368 | val_loss: 0.0311655 | Time: 3257.79 ms
[2022-03-31 05:19:05 main:574] : INFO : Epoch 2031 | loss: 0.031036 | val_loss: 0.0311617 | Time: 3213.36 ms
[2022-03-31 05:19:09 main:574] : INFO : Epoch 2032 | loss: 0.0310316 | val_loss: 0.0311659 | Time: 3272.42 ms
[2022-03-31 05:19:12 main:574] : INFO : Epoch 2033 | loss: 0.0310362 | val_loss: 0.0311619 | Time: 3264.1 ms
[2022-03-31 05:19:15 main:574] : INFO : Epoch 2034 | loss: 0.0310316 | val_loss: 0.0311616 | Time: 3256.31 ms
[2022-03-31 05:19:18 main:574] : INFO : Epoch 2035 | loss: 0.031034 | val_loss: 0.0311678 | Time: 3263.56 ms
[2022-03-31 05:19:22 main:574] : INFO : Epoch 2036 | loss: 0.0310318 | val_loss: 0.0311731 | Time: 3256.09 ms
[2022-03-31 05:19:25 main:574] : INFO : Epoch 2037 | loss: 0.0310353 | val_loss: 0.0311663 | Time: 3267.29 ms
[2022-03-31 05:19:28 main:574] : INFO : Epoch 2038 | loss: 0.0310284 | val_loss: 0.0311564 | Time: 3281.5 ms
[2022-03-31 05:19:32 main:574] : INFO : Epoch 2039 | loss: 0.0310345 | val_loss: 0.031173 | Time: 3233.15 ms
[2022-03-31 05:19:35 main:574] : INFO : Epoch 2040 | loss: 0.0310355 | val_loss: 0.0311695 | Time: 3247.98 ms
[2022-03-31 05:19:38 main:574] : INFO : Epoch 2041 | loss: 0.0310371 | val_loss: 0.0311545 | Time: 3269.23 ms
[2022-03-31 05:19:41 main:574] : INFO : Epoch 2042 | loss: 0.0310328 | val_loss: 0.0311637 | Time: 3240.01 ms
[2022-03-31 05:19:45 main:574] : INFO : Epoch 2043 | loss: 0.0310286 | val_loss: 0.0311776 | Time: 3290.45 ms
[2022-03-31 05:19:48 main:574] : INFO : Epoch 2044 | loss: 0.0310297 | val_loss: 0.0311573 | Time: 3255.85 ms
[2022-03-31 05:19:51 main:574] : INFO : Epoch 2045 | loss: 0.0310325 | val_loss: 0.0311629 | Time: 3252.83 ms
[2022-03-31 05:19:54 main:574] : INFO : Epoch 2046 | loss: 0.0310301 | val_loss: 0.0311681 | Time: 3250.98 ms
[2022-03-31 05:19:58 main:574] : INFO : Epoch 2047 | loss: 0.0310295 | val_loss: 0.0311698 | Time: 3272.6 ms
[2022-03-31 05:20:01 main:574] : INFO : Epoch 2048 | loss: 0.0310287 | val_loss: 0.0311707 | Time: 3244.29 ms
[2022-03-31 05:20:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311707
[2022-03-31 05:20:01 main:603] : INFO : Saving end state to config to file
[2022-03-31 05:20:01 main:608] : INFO : Success, exiting..
05:20:01 (31912): 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)