Task 14597495
| Name | ParityModified-1647046737-17061-3-0_4 |
| Workunit | 11617442 |
| Created | 11 Apr 2022, 18:01:19 UTC |
| Sent | 11 Apr 2022, 18:01:26 UTC |
| Report deadline | 19 Apr 2022, 18:01:26 UTC |
| Received | 11 Apr 2022, 19:57:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18747 |
| Run time | 1 hours 45 min 5 sec |
| CPU time | 1 hours 16 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,906.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 14.57 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 1538 | loss: 0.0311685 | val_loss: 0.0311761 | Time: 3320.78 ms [2022-04-11 15:26:42 main:581] : INFO : Epoch 1539 | loss: 0.0311616 | val_loss: 0.0311659 | Time: 3346.81 ms [2022-04-11 15:26:45 main:581] : INFO : Epoch 1540 | loss: 0.0311554 | val_loss: 0.031163 | Time: 3167.25 ms [2022-04-11 15:26:48 main:581] : INFO : Epoch 1541 | loss: 0.0311516 | val_loss: 0.031161 | Time: 3324.45 ms [2022-04-11 15:26:51 main:581] : INFO : Epoch 1542 | loss: 0.0311486 | val_loss: 0.0311597 | Time: 3353.34 ms [2022-04-11 15:26:55 main:581] : INFO : Epoch 1543 | loss: 0.0311498 | val_loss: 0.0311604 | Time: 3307.28 ms [2022-04-11 15:26:58 main:581] : INFO : Epoch 1544 | loss: 0.0311452 | val_loss: 0.0311629 | Time: 3448.88 ms [2022-04-11 15:27:01 main:581] : INFO : Epoch 1545 | loss: 0.0311439 | val_loss: 0.0311586 | Time: 3225.02 ms [2022-04-11 15:27:05 main:581] : INFO : Epoch 1546 | loss: 0.0311428 | val_loss: 0.0311616 | Time: 3226.42 ms [2022-04-11 15:27:08 main:581] : INFO : Epoch 1547 | loss: 0.0311438 | val_loss: 0.0311567 | Time: 3271.84 ms [2022-04-11 15:27:11 main:581] : INFO : Epoch 1548 | loss: 0.031143 | val_loss: 0.0311643 | Time: 3311.42 ms [2022-04-11 15:27:15 main:581] : INFO : Epoch 1549 | loss: 0.0311429 | val_loss: 0.0311597 | Time: 3450.27 ms [2022-04-11 15:27:18 main:581] : INFO : Epoch 1550 | loss: 0.0311455 | val_loss: 0.0311594 | Time: 3138.91 ms [2022-04-11 15:27:21 main:581] : INFO : Epoch 1551 | loss: 0.0311441 | val_loss: 0.0311601 | Time: 3567.21 ms [2022-04-11 15:27:25 main:581] : INFO : Epoch 1552 | loss: 0.0311426 | val_loss: 0.0311618 | Time: 3405.9 ms [2022-04-11 15:27:28 main:581] : INFO : Epoch 1553 | loss: 0.0311409 | val_loss: 0.0311591 | Time: 3429.73 ms [2022-04-11 15:27:31 main:581] : INFO : Epoch 1554 | loss: 0.0311383 | val_loss: 0.0311614 | Time: 3273.18 ms [2022-04-11 15:27:34 main:581] : INFO : Epoch 1555 | loss: 0.0311384 | val_loss: 0.0311652 | Time: 3007.25 ms [2022-04-11 15:27:38 main:581] : INFO : Epoch 1556 | loss: 0.0311378 | val_loss: 0.031157 | Time: 3444.91 ms [2022-04-11 15:27:41 main:581] : INFO : Epoch 1557 | loss: 0.0311372 | val_loss: 0.0311566 | Time: 3372.91 ms [2022-04-11 15:27:45 main:581] : INFO : Epoch 1558 | loss: 0.0311386 | val_loss: 0.0311584 | Time: 3452.01 ms [2022-04-11 15:27:48 main:581] : INFO : Epoch 1559 | loss: 0.0311376 | val_loss: 0.0311625 | Time: 3199.93 ms [2022-04-11 15:27:51 main:581] : INFO : Epoch 1560 | loss: 0.0311387 | val_loss: 0.0311605 | Time: 3341.85 ms [2022-04-11 15:27:55 main:581] : INFO : Epoch 1561 | loss: 0.0311375 | val_loss: 0.0311595 | Time: 3360.7 ms [2022-04-11 15:27:58 main:581] : INFO : Epoch 1562 | loss: 0.0311362 | val_loss: 0.0311585 | Time: 3249.09 ms [2022-04-11 15:28:01 main:581] : INFO : Epoch 1563 | loss: 0.0311381 | val_loss: 0.0311575 | Time: 3053.07 ms [2022-04-11 15:28:04 main:581] : INFO : Epoch 1564 | loss: 0.0311354 | val_loss: 0.0311595 | Time: 3266.43 ms [2022-04-11 15:28:07 main:581] : INFO : Epoch 1565 | loss: 0.0311363 | val_loss: 0.0311614 | Time: 3294.71 ms [2022-04-11 15:28:11 main:581] : INFO : Epoch 1566 | loss: 0.0311359 | val_loss: 0.0311561 | Time: 3563.43 ms [2022-04-11 15:28:15 main:581] : INFO : Epoch 1567 | loss: 0.0311384 | val_loss: 0.0311605 | Time: 3652.34 ms [2022-04-11 15:28:18 main:581] : INFO : Epoch 1568 | loss: 0.0311378 | val_loss: 0.0311636 | Time: 3355.38 ms [2022-04-11 15:28:21 main:581] : INFO : Epoch 1569 | loss: 0.0311349 | val_loss: 0.0311596 | Time: 3214.49 ms [2022-04-11 15:28:25 main:581] : INFO : Epoch 1570 | loss: 0.0311354 | val_loss: 0.0311574 | Time: 3306.35 ms [2022-04-11 15:28:28 main:581] : INFO : Epoch 1571 | loss: 0.0311349 | val_loss: 0.0311629 | Time: 3246.73 ms [2022-04-11 15:28:31 main:581] : INFO : Epoch 1572 | loss: 0.0311373 | val_loss: 0.031162 | Time: 3459.65 ms [2022-04-11 15:28:35 main:581] : INFO : Epoch 1573 | loss: 0.031135 | val_loss: 0.0311595 | Time: 3312.42 ms [2022-04-11 15:28:38 main:581] : INFO : Epoch 1574 | loss: 0.0311365 | val_loss: 0.0311637 | Time: 3425.29 ms [2022-04-11 15:28:41 main:581] : INFO : Epoch 1575 | loss: 0.0311371 | val_loss: 0.0311587 | Time: 3276.76 ms [2022-04-11 15:28:45 main:581] : INFO : Epoch 1576 | loss: 0.0311356 | val_loss: 0.0311614 | Time: 3543.41 ms [2022-04-11 15:28:48 main:581] : INFO : Epoch 1577 | loss: 0.0311376 | val_loss: 0.0311701 | Time: 3329.86 ms [2022-04-11 15:28:51 main:581] : INFO : Epoch 1578 | loss: 0.0311364 | val_loss: 0.0311593 | Time: 3347.37 ms [2022-04-11 15:28:55 main:581] : INFO : Epoch 1579 | loss: 0.0311333 | val_loss: 0.0311611 | Time: 3394.87 ms [2022-04-11 15:28:58 main:581] : INFO : Epoch 1580 | loss: 0.0311329 | val_loss: 0.0311593 | Time: 3107.02 ms [2022-04-11 15:29:01 main:581] : INFO : Epoch 1581 | loss: 0.031132 | val_loss: 0.0311653 | Time: 3314.85 ms [2022-04-11 15:29:05 main:581] : INFO : Epoch 1582 | loss: 0.0311315 | val_loss: 0.0311653 | Time: 3217.33 ms [2022-04-11 15:29:08 main:581] : INFO : Epoch 1583 | loss: 0.0311334 | val_loss: 0.0311657 | Time: 3260.87 ms [2022-04-11 15:29:11 main:581] : INFO : Epoch 1584 | loss: 0.0311349 | val_loss: 0.0311606 | Time: 3455.61 ms [2022-04-11 15:29:15 main:581] : INFO : Epoch 1585 | loss: 0.0311325 | val_loss: 0.0311599 | Time: 3300.07 ms [2022-04-11 15:29:18 main:581] : INFO : Epoch 1586 | loss: 0.0311324 | val_loss: 0.0311617 | Time: 3155.48 ms [2022-04-11 15:29:21 main:581] : INFO : Epoch 1587 | loss: 0.0311346 | val_loss: 0.0311606 | Time: 3303.75 ms [2022-04-11 15:29:24 main:581] : INFO : Epoch 1588 | loss: 0.0311351 | val_loss: 0.0311656 | Time: 3449.87 ms [2022-04-11 15:29:28 main:581] : INFO : Epoch 1589 | loss: 0.0311338 | val_loss: 0.0311616 | Time: 3450.66 ms [2022-04-11 15:29:31 main:581] : INFO : Epoch 1590 | loss: 0.0311336 | val_loss: 0.0311608 | Time: 3356.23 ms [2022-04-11 15:29:35 main:581] : INFO : Epoch 1591 | loss: 0.031132 | val_loss: 0.0311806 | Time: 3418.48 ms [2022-04-11 15:29:38 main:581] : INFO : Epoch 1592 | loss: 0.0311357 | val_loss: 0.0311611 | Time: 3298.91 ms [2022-04-11 15:29:41 main:581] : INFO : Epoch 1593 | loss: 0.0311323 | val_loss: 0.0311577 | Time: 3441.74 ms [2022-04-11 15:29:45 main:581] : INFO : Epoch 1594 | loss: 0.0311303 | val_loss: 0.0311638 | Time: 3382.83 ms [2022-04-11 15:29:48 main:581] : INFO : Epoch 1595 | loss: 0.0311314 | val_loss: 0.0311619 | Time: 3356.58 ms [2022-04-11 15:29:51 main:581] : INFO : Epoch 1596 | loss: 0.0311336 | val_loss: 0.0311698 | Time: 3120.05 ms [2022-04-11 15:29:55 main:581] : INFO : Epoch 1597 | loss: 0.0311369 | val_loss: 0.0311665 | Time: 3376.67 ms [2022-04-11 15:29:58 main:581] : INFO : Epoch 1598 | loss: 0.0311453 | val_loss: 0.0314262 | Time: 3079.07 ms [2022-04-11 15:30:01 main:581] : INFO : Epoch 1599 | loss: 0.0324736 | val_loss: 0.032441 | Time: 3456.21 ms [2022-04-11 15:30:05 main:581] : INFO : Epoch 1600 | loss: 0.0315826 | val_loss: 0.031277 | Time: 3366.81 ms [2022-04-11 15:30:08 main:581] : INFO : Epoch 1601 | loss: 0.0312533 | val_loss: 0.0312089 | Time: 3241.35 ms [2022-04-11 15:30:11 main:581] : INFO : Epoch 1602 | loss: 0.0311899 | val_loss: 0.0311752 | Time: 3214.23 ms [2022-04-11 15:30:14 main:581] : INFO : Epoch 1603 | loss: 0.0311729 | val_loss: 0.0311706 | Time: 3252.61 ms [2022-04-11 15:30:18 main:581] : INFO : Epoch 1604 | loss: 0.0311669 | val_loss: 0.0311662 | Time: 3434.4 ms [2022-04-11 15:30:21 main:581] : INFO : Epoch 1605 | loss: 0.0311632 | val_loss: 0.0311654 | Time: 3298.16 ms [2022-04-11 15:30:25 main:581] : INFO : Epoch 1606 | loss: 0.0311601 | val_loss: 0.0311659 | Time: 3498.79 ms [2022-04-11 15:30:28 main:581] : INFO : Epoch 1607 | loss: 0.0311594 | val_loss: 0.0311676 | Time: 3380.35 ms [2022-04-11 15:30:31 main:581] : INFO : Epoch 1608 | loss: 0.031158 | val_loss: 0.031162 | Time: 3107.77 ms [2022-04-11 15:30:34 main:581] : INFO : Epoch 1609 | loss: 0.0311558 | val_loss: 0.031163 | Time: 3125.94 ms [2022-04-11 15:30:37 main:581] : INFO : Epoch 1610 | loss: 0.0311562 | val_loss: 0.0311634 | Time: 3376.52 ms [2022-04-11 15:30:41 main:581] : INFO : Epoch 1611 | loss: 0.0311562 | val_loss: 0.0311595 | Time: 3243.81 ms [2022-04-11 15:30:44 main:581] : INFO : Epoch 1612 | loss: 0.0311584 | val_loss: 0.0311688 | Time: 3480.93 ms [2022-04-11 15:30:48 main:581] : INFO : Epoch 1613 | loss: 0.0311558 | val_loss: 0.031163 | Time: 3423.79 ms [2022-04-11 15:30:51 main:581] : INFO : Epoch 1614 | loss: 0.0311545 | val_loss: 0.0311593 | Time: 3425.81 ms [2022-04-11 15:30:54 main:581] : INFO : Epoch 1615 | loss: 0.0311528 | val_loss: 0.0311554 | Time: 3256.58 ms [2022-04-11 15:30:57 main:581] : INFO : Epoch 1616 | loss: 0.031148 | val_loss: 0.0311581 | Time: 2955.2 ms [2022-04-11 15:31:00 main:581] : INFO : Epoch 1617 | loss: 0.0311477 | val_loss: 0.0311562 | Time: 2670.55 ms [2022-04-11 15:31:03 main:581] : INFO : Epoch 1618 | loss: 0.0311451 | val_loss: 0.031157 | Time: 3440.67 ms [2022-04-11 15:31:07 main:581] : INFO : Epoch 1619 | loss: 0.0311453 | val_loss: 0.0311562 | Time: 3447.62 ms [2022-04-11 15:31:10 main:581] : INFO : Epoch 1620 | loss: 0.0311463 | val_loss: 0.0311556 | Time: 3606.21 ms [2022-04-11 15:31:14 main:581] : INFO : Epoch 1621 | loss: 0.0311463 | val_loss: 0.0311539 | Time: 3493.82 ms [2022-04-11 15:31:17 main:581] : INFO : Epoch 1622 | loss: 0.0311441 | val_loss: 0.0311556 | Time: 3503.93 ms [2022-04-11 15:31:21 main:581] : INFO : Epoch 1623 | loss: 0.0311431 | val_loss: 0.0311567 | Time: 3384.11 ms [2022-04-11 15:31:24 main:581] : INFO : Epoch 1624 | loss: 0.0311445 | val_loss: 0.0311616 | Time: 3280.78 ms [2022-04-11 15:31:28 main:581] : INFO : Epoch 1625 | loss: 0.0311471 | val_loss: 0.0311573 | Time: 3417.56 ms [2022-04-11 15:31:31 main:581] : INFO : Epoch 1626 | loss: 0.031145 | val_loss: 0.0311573 | Time: 3401.89 ms [2022-04-11 15:31:34 main:581] : INFO : Epoch 1627 | loss: 0.0311441 | val_loss: 0.031155 | Time: 3210.97 ms [2022-04-11 15:31:37 main:581] : INFO : Epoch 1628 | loss: 0.0311432 | val_loss: 0.0311587 | Time: 3330.34 ms [2022-04-11 15:31:41 main:581] : INFO : Epoch 1629 | loss: 0.0311434 | val_loss: 0.0311615 | Time: 3084.09 ms [2022-04-11 15:31:44 main:581] : INFO : Epoch 1630 | loss: 0.0311419 | val_loss: 0.0311571 | Time: 2928.94 ms [2022-04-11 15:31:47 main:581] : INFO : Epoch 1631 | loss: 0.0311408 | val_loss: 0.0311595 | Time: 3227.55 ms [2022-04-11 15:31:50 main:581] : INFO : Epoch 1632 | loss: 0.0311443 | val_loss: 0.0311566 | Time: 3511.46 ms [2022-04-11 15:31:54 main:581] : INFO : Epoch 1633 | loss: 0.0311465 | val_loss: 0.0311597 | Time: 3420.96 ms [2022-04-11 15:31:57 main:581] : INFO : Epoch 1634 | loss: 0.0311473 | val_loss: 0.0311565 | Time: 3258.99 ms [2022-04-11 15:32:00 main:581] : INFO : Epoch 1635 | loss: 0.0311491 | val_loss: 0.0311548 | Time: 3452.67 ms [2022-04-11 15:32:04 main:581] : INFO : Epoch 1636 | loss: 0.0311447 | val_loss: 0.0311545 | Time: 3353.41 ms [2022-04-11 15:32:07 main:581] : INFO : Epoch 1637 | loss: 0.0311444 | val_loss: 0.031157 | Time: 3335.58 ms [2022-04-11 15:32:10 main:581] : INFO : Epoch 1638 | loss: 0.031146 | val_loss: 0.0311585 | Time: 3301.54 ms [2022-04-11 15:32:14 main:581] : INFO : Epoch 1639 | loss: 0.0311437 | val_loss: 0.0311614 | Time: 3570.32 ms [2022-04-11 15:32:17 main:581] : INFO : Epoch 1640 | loss: 0.0311449 | val_loss: 0.0311555 | Time: 3330.38 ms [2022-04-11 15:32:21 main:581] : INFO : Epoch 1641 | loss: 0.0311436 | val_loss: 0.0311555 | Time: 3324.36 ms [2022-04-11 15:32:24 main:581] : INFO : Epoch 1642 | loss: 0.0311414 | val_loss: 0.0311592 | Time: 2945.04 ms [2022-04-11 15:32:27 main:581] : INFO : Epoch 1643 | loss: 0.0311409 | val_loss: 0.0311586 | Time: 3200.69 ms [2022-04-11 15:32:30 main:581] : INFO : Epoch 1644 | loss: 0.0311395 | val_loss: 0.0311574 | Time: 3117.66 ms [2022-04-11 15:32:33 main:581] : INFO : Epoch 1645 | loss: 0.0311406 | val_loss: 0.0311568 | Time: 3027.29 ms [2022-04-11 15:32:36 main:581] : INFO : Epoch 1646 | loss: 0.0311401 | val_loss: 0.0311558 | Time: 3293.53 ms [2022-04-11 15:32:39 main:581] : INFO : Epoch 1647 | loss: 0.0311412 | val_loss: 0.0311578 | Time: 3008.24 ms [2022-04-11 15:32:42 main:581] : INFO : Epoch 1648 | loss: 0.0311413 | val_loss: 0.0311595 | Time: 2476.25 ms [2022-04-11 15:32:45 main:581] : INFO : Epoch 1649 | loss: 0.0311437 | val_loss: 0.031158 | Time: 2876.08 ms [2022-04-11 15:32:48 main:581] : INFO : Epoch 1650 | loss: 0.0311406 | val_loss: 0.0311567 | Time: 3282.92 ms [2022-04-11 15:32:51 main:581] : INFO : Epoch 1651 | loss: 0.0311405 | val_loss: 0.0311561 | Time: 3285.74 ms [2022-04-11 15:32:54 main:581] : INFO : Epoch 1652 | loss: 0.0311397 | val_loss: 0.0311569 | Time: 2986.13 ms [2022-04-11 15:32:57 main:581] : INFO : Epoch 1653 | loss: 0.0311385 | val_loss: 0.0311563 | Time: 3105.23 ms [2022-04-11 15:33:00 main:581] : INFO : Epoch 1654 | loss: 0.0311395 | val_loss: 0.0311573 | Time: 2865.56 ms [2022-04-11 15:33:03 main:581] : INFO : Epoch 1655 | loss: 0.0311415 | val_loss: 0.03116 | Time: 2992.12 ms [2022-04-11 15:33:06 main:581] : INFO : Epoch 1656 | loss: 0.03114 | val_loss: 0.0311569 | Time: 3014.21 ms [2022-04-11 15:33:09 main:581] : INFO : Epoch 1657 | loss: 0.0311404 | val_loss: 0.0311554 | Time: 2783.86 ms [2022-04-11 15:33:12 main:581] : INFO : Epoch 1658 | loss: 0.0311412 | val_loss: 0.0311563 | Time: 2931.01 ms [2022-04-11 15:33:15 main:581] : INFO : Epoch 1659 | loss: 0.0311405 | val_loss: 0.0311621 | Time: 2921.34 ms [2022-04-11 15:33:17 main:581] : INFO : Epoch 1660 | loss: 0.0311439 | val_loss: 0.0311596 | Time: 2745.07 ms [2022-04-11 15:33:21 main:581] : INFO : Epoch 1661 | loss: 0.0311401 | val_loss: 0.0311613 | Time: 3167.43 ms [2022-04-11 15:33:24 main:581] : INFO : Epoch 1662 | loss: 0.0311411 | val_loss: 0.031157 | Time: 3121.42 ms [2022-04-11 15:33:27 main:581] : INFO : Epoch 1663 | loss: 0.0311413 | val_loss: 0.0311563 | Time: 2909.54 ms [2022-04-11 15:33:30 main:581] : INFO : Epoch 1664 | loss: 0.0311415 | val_loss: 0.0311593 | Time: 2942.33 ms [2022-04-11 15:33:33 main:581] : INFO : Epoch 1665 | loss: 0.0311413 | val_loss: 0.0311661 | Time: 2954.28 ms [2022-04-11 15:33:36 main:581] : INFO : Epoch 1666 | loss: 0.031142 | val_loss: 0.0311584 | Time: 2994.61 ms [2022-04-11 15:33:39 main:581] : INFO : Epoch 1667 | loss: 0.031141 | val_loss: 0.0311615 | Time: 3055.6 ms [2022-04-11 15:33:41 main:581] : INFO : Epoch 1668 | loss: 0.0311387 | val_loss: 0.0311619 | Time: 2713.43 ms [2022-04-11 15:33:44 main:581] : INFO : Epoch 1669 | loss: 0.0311382 | val_loss: 0.0311603 | Time: 2848 ms [2022-04-11 15:33:47 main:581] : INFO : Epoch 1670 | loss: 0.0311369 | val_loss: 0.0311647 | Time: 2786.43 ms [2022-04-11 15:33:50 main:581] : INFO : Epoch 1671 | loss: 0.0311373 | val_loss: 0.0311668 | Time: 2796.5 ms [2022-04-11 15:33:53 main:581] : INFO : Epoch 1672 | loss: 0.0311407 | val_loss: 0.0311586 | Time: 3006.07 ms [2022-04-11 15:33:56 main:581] : INFO : Epoch 1673 | loss: 0.0311393 | val_loss: 0.0311591 | Time: 2964.06 ms [2022-04-11 15:33:58 main:581] : INFO : Epoch 1674 | loss: 0.0311387 | val_loss: 0.0311646 | Time: 2740.9 ms [2022-04-11 15:34:01 main:581] : INFO : Epoch 1675 | loss: 0.0311388 | val_loss: 0.0311588 | Time: 2985.35 ms [2022-04-11 15:34:04 main:581] : INFO : Epoch 1676 | loss: 0.0311371 | val_loss: 0.0311598 | Time: 2600.85 ms [2022-04-11 15:34:07 main:581] : INFO : Epoch 1677 | loss: 0.0311366 | val_loss: 0.0311588 | Time: 3055.78 ms [2022-04-11 15:34:10 main:581] : INFO : Epoch 1678 | loss: 0.0311379 | val_loss: 0.0311581 | Time: 2877.84 ms [2022-04-11 15:34:13 main:581] : INFO : Epoch 1679 | loss: 0.0311381 | val_loss: 0.0311587 | Time: 2730.08 ms [2022-04-11 15:34:15 main:581] : INFO : Epoch 1680 | loss: 0.0311368 | val_loss: 0.0311568 | Time: 2778.51 ms [2022-04-11 15:34:18 main:581] : INFO : Epoch 1681 | loss: 0.0311357 | val_loss: 0.0311569 | Time: 2855.13 ms [2022-04-11 15:34:21 main:581] : INFO : Epoch 1682 | loss: 0.0311353 | val_loss: 0.0311624 | Time: 2733.44 ms [2022-04-11 15:34:24 main:581] : INFO : Epoch 1683 | loss: 0.0311358 | val_loss: 0.0311561 | Time: 2711.38 ms [2022-04-11 15:34:27 main:581] : INFO : Epoch 1684 | loss: 0.0311366 | val_loss: 0.0311576 | Time: 2956.49 ms [2022-04-11 15:34:30 main:581] : INFO : Epoch 1685 | loss: 0.0311352 | val_loss: 0.0311582 | Time: 2824.32 ms [2022-04-11 15:34:32 main:581] : INFO : Epoch 1686 | loss: 0.0311335 | val_loss: 0.0311558 | Time: 2917.6 ms [2022-04-11 15:34:35 main:581] : INFO : Epoch 1687 | loss: 0.0311368 | val_loss: 0.0311575 | Time: 2796.89 ms [2022-04-11 15:34:38 main:581] : INFO : Epoch 1688 | loss: 0.0311398 | val_loss: 0.0311619 | Time: 2839.1 ms [2022-04-11 15:34:41 main:581] : INFO : Epoch 1689 | loss: 0.0311423 | val_loss: 0.0311559 | Time: 2819.23 ms [2022-04-11 15:34:44 main:581] : INFO : Epoch 1690 | loss: 0.03114 | val_loss: 0.0311562 | Time: 2968.11 ms [2022-04-11 15:34:47 main:581] : INFO : Epoch 1691 | loss: 0.0311386 | val_loss: 0.0311578 | Time: 3225.38 ms [2022-04-11 15:34:50 main:581] : INFO : Epoch 1692 | loss: 0.0311402 | val_loss: 0.0311594 | Time: 3056.62 ms [2022-04-11 15:34:53 main:581] : INFO : Epoch 1693 | loss: 0.031137 | val_loss: 0.0311568 | Time: 2795.1 ms [2022-04-11 15:34:56 main:581] : INFO : Epoch 1694 | loss: 0.0311355 | val_loss: 0.0311593 | Time: 2858.96 ms [2022-04-11 15:34:58 main:581] : INFO : Epoch 1695 | loss: 0.0311371 | val_loss: 0.0311579 | Time: 2618.49 ms [2022-04-11 15:35:01 main:581] : INFO : Epoch 1696 | loss: 0.0311366 | val_loss: 0.0311607 | Time: 2493.82 ms [2022-04-11 15:35:04 main:581] : INFO : Epoch 1697 | loss: 0.0311418 | val_loss: 0.0311588 | Time: 2889.39 ms [2022-04-11 15:35:07 main:581] : INFO : Epoch 1698 | loss: 0.0311396 | val_loss: 0.0311612 | Time: 2645.73 ms [2022-04-11 15:35:09 main:581] : INFO : Epoch 1699 | loss: 0.0311393 | val_loss: 0.0311611 | Time: 2655.9 ms [2022-04-11 15:35:12 main:581] : INFO : Epoch 1700 | loss: 0.0311363 | val_loss: 0.0311571 | Time: 2663.81 ms [2022-04-11 15:35:15 main:581] : INFO : Epoch 1701 | loss: 0.0311369 | val_loss: 0.0311554 | Time: 2759.5 ms [2022-04-11 15:35:17 main:581] : INFO : Epoch 1702 | loss: 0.0311378 | val_loss: 0.0311617 | Time: 2613.04 ms [2022-04-11 15:35:20 main:581] : INFO : Epoch 1703 | loss: 0.0311378 | val_loss: 0.0311575 | Time: 2963.23 ms [2022-04-11 15:35:23 main:581] : INFO : Epoch 1704 | loss: 0.0311363 | val_loss: 0.0311583 | Time: 2701.17 ms [2022-04-11 15:35:26 main:581] : INFO : Epoch 1705 | loss: 0.0311361 | val_loss: 0.031155 | Time: 2658.35 ms [2022-04-11 15:35:28 main:581] : INFO : Epoch 1706 | loss: 0.031137 | val_loss: 0.0311577 | Time: 2852.49 ms [2022-04-11 15:35:31 main:581] : INFO : Epoch 1707 | loss: 0.0311391 | val_loss: 0.0311591 | Time: 2583.48 ms [2022-04-11 15:35:34 main:581] : INFO : Epoch 1708 | loss: 0.0311404 | val_loss: 0.0311622 | Time: 2569.19 ms [2022-04-11 15:35:36 main:581] : INFO : Epoch 1709 | loss: 0.0311415 | val_loss: 0.0311606 | Time: 2813.83 ms [2022-04-11 15:35:39 main:581] : INFO : Epoch 1710 | loss: 0.0311395 | val_loss: 0.0311613 | Time: 2435.72 ms [2022-04-11 15:35:42 main:581] : INFO : Epoch 1711 | loss: 0.0311364 | val_loss: 0.03116 | Time: 2817.61 ms [2022-04-11 15:35:44 main:581] : INFO : Epoch 1712 | loss: 0.0311353 | val_loss: 0.0311618 | Time: 2742.68 ms [2022-04-11 15:35:47 main:581] : INFO : Epoch 1713 | loss: 0.0311363 | val_loss: 0.0311589 | Time: 2667.15 ms [2022-04-11 15:35:50 main:581] : INFO : Epoch 1714 | loss: 0.0311386 | val_loss: 0.0311585 | Time: 2601.27 ms [2022-04-11 15:35:52 main:581] : INFO : Epoch 1715 | loss: 0.0311361 | val_loss: 0.0311736 | Time: 2862.77 ms [2022-04-11 15:35:55 main:581] : INFO : Epoch 1716 | loss: 0.0311338 | val_loss: 0.031158 | Time: 2490.35 ms [2022-04-11 15:35:58 main:581] : INFO : Epoch 1717 | loss: 0.0311334 | val_loss: 0.0311581 | Time: 2849.1 ms [2022-04-11 15:36:00 main:581] : INFO : Epoch 1718 | loss: 0.0311345 | val_loss: 0.0311607 | Time: 2641.56 ms [2022-04-11 15:36:03 main:581] : INFO : Epoch 1719 | loss: 0.0311349 | val_loss: 0.0311668 | Time: 2625.17 ms [2022-04-11 15:36:06 main:581] : INFO : Epoch 1720 | loss: 0.0311363 | val_loss: 0.0311566 | Time: 2888.44 ms [2022-04-11 15:36:09 main:581] : INFO : Epoch 1721 | loss: 0.0311339 | val_loss: 0.0311565 | Time: 2759.09 ms [2022-04-11 15:36:11 main:581] : INFO : Epoch 1722 | loss: 0.031134 | val_loss: 0.0311542 | Time: 2420.53 ms [2022-04-11 15:36:14 main:581] : INFO : Epoch 1723 | loss: 0.0311342 | val_loss: 0.0311578 | Time: 2590.79 ms [2022-04-11 15:36:16 main:581] : INFO : Epoch 1724 | loss: 0.0311368 | val_loss: 0.031157 | Time: 2659.66 ms [2022-04-11 15:36:19 main:581] : INFO : Epoch 1725 | loss: 0.0311354 | val_loss: 0.031157 | Time: 2544.72 ms [2022-04-11 15:36:21 main:581] : INFO : Epoch 1726 | loss: 0.0311345 | val_loss: 0.0311608 | Time: 2482.2 ms [2022-04-11 15:36:24 main:581] : INFO : Epoch 1727 | loss: 0.0311346 | val_loss: 0.0311567 | Time: 2632.68 ms [2022-04-11 15:36:27 main:581] : INFO : Epoch 1728 | loss: 0.0311325 | val_loss: 0.031156 | Time: 2508.35 ms [2022-04-11 15:36:29 main:581] : INFO : Epoch 1729 | loss: 0.0311349 | val_loss: 0.0311599 | Time: 2903.36 ms [2022-04-11 15:36:32 main:581] : INFO : Epoch 1730 | loss: 0.0311349 | val_loss: 0.0311585 | Time: 2757.96 ms [2022-04-11 15:36:35 main:581] : INFO : Epoch 1731 | loss: 0.031134 | val_loss: 0.0311564 | Time: 2848.13 ms [2022-04-11 15:36:38 main:581] : INFO : Epoch 1732 | loss: 0.0311333 | val_loss: 0.0311614 | Time: 2893.01 ms [2022-04-11 15:36:41 main:581] : INFO : Epoch 1733 | loss: 0.0311351 | val_loss: 0.0311572 | Time: 2816.26 ms [2022-04-11 15:36:44 main:581] : INFO : Epoch 1734 | loss: 0.0311364 | val_loss: 0.0311545 | Time: 2889.81 ms [2022-04-11 15:36:46 main:581] : INFO : Epoch 1735 | loss: 0.0311346 | val_loss: 0.0311583 | Time: 2524.63 ms [2022-04-11 15:36:49 main:581] : INFO : Epoch 1736 | loss: 0.0311354 | val_loss: 0.0311576 | Time: 2772.11 ms [2022-04-11 15:36:52 main:581] : INFO : Epoch 1737 | loss: 0.0311332 | val_loss: 0.0311566 | Time: 2630.21 ms [2022-04-11 15:36:54 main:581] : INFO : Epoch 1738 | loss: 0.0311344 | val_loss: 0.0311568 | Time: 2864.71 ms [2022-04-11 15:36:57 main:581] : INFO : Epoch 1739 | loss: 0.0311366 | val_loss: 0.0311603 | Time: 2993.6 ms [2022-04-11 15:37:00 main:581] : INFO : Epoch 1740 | loss: 0.0311353 | val_loss: 0.031164 | Time: 2813.37 ms [2022-04-11 15:37:03 main:581] : INFO : Epoch 1741 | loss: 0.0311342 | val_loss: 0.0311605 | Time: 3006.17 ms [2022-04-11 15:37:06 main:581] : INFO : Epoch 1742 | loss: 0.0311318 | val_loss: 0.0311608 | Time: 2944.69 ms [2022-04-11 15:37:09 main:581] : INFO : Epoch 1743 | loss: 0.0311322 | val_loss: 0.031159 | Time: 2800.14 ms [2022-04-11 15:37:12 main:581] : INFO : Epoch 1744 | loss: 0.031131 | val_loss: 0.0311625 | Time: 3007.09 ms [2022-04-11 15:37:15 main:581] : INFO : Epoch 1745 | loss: 0.0311312 | val_loss: 0.0311591 | Time: 3252.43 ms [2022-04-11 15:37:18 main:581] : INFO : Epoch 1746 | loss: 0.0311304 | val_loss: 0.0311577 | Time: 3014.1 ms [2022-04-11 15:37:21 main:581] : INFO : Epoch 1747 | loss: 0.0311412 | val_loss: 0.031181 | Time: 2895.62 ms [2022-04-11 15:37:24 main:581] : INFO : Epoch 1748 | loss: 0.0311742 | val_loss: 0.0311676 | Time: 3172.68 ms [2022-04-11 15:37:27 main:581] : INFO : Epoch 1749 | loss: 0.0311623 | val_loss: 0.0311643 | Time: 3068.16 ms [2022-04-11 15:37:30 main:581] : INFO : Epoch 1750 | loss: 0.0311564 | val_loss: 0.0311587 | Time: 3028.81 ms [2022-04-11 15:37:33 main:581] : INFO : Epoch 1751 | loss: 0.0311524 | val_loss: 0.031156 | Time: 2978.51 ms [2022-04-11 15:37:37 main:581] : INFO : Epoch 1752 | loss: 0.0311501 | val_loss: 0.0311584 | Time: 3052.03 ms [2022-04-11 15:37:39 main:581] : INFO : Epoch 1753 | loss: 0.0311503 | val_loss: 0.0311558 | Time: 2929.59 ms [2022-04-11 15:37:42 main:581] : INFO : Epoch 1754 | loss: 0.0311483 | val_loss: 0.0311548 | Time: 2931.03 ms [2022-04-11 15:37:45 main:581] : INFO : Epoch 1755 | loss: 0.0311454 | val_loss: 0.0311559 | Time: 3037.67 ms [2022-04-11 15:37:48 main:581] : INFO : Epoch 1756 | loss: 0.0311463 | val_loss: 0.0311551 | Time: 3012.49 ms [2022-04-11 15:37:51 main:581] : INFO : Epoch 1757 | loss: 0.031144 | val_loss: 0.0311542 | Time: 2872.91 ms [2022-04-11 15:37:54 main:581] : INFO : Epoch 1758 | loss: 0.0311427 | val_loss: 0.0311557 | Time: 2982.58 ms [2022-04-11 15:37:58 main:581] : INFO : Epoch 1759 | loss: 0.0311429 | val_loss: 0.0311565 | Time: 3513.85 ms [2022-04-11 15:38:01 main:581] : INFO : Epoch 1760 | loss: 0.0311423 | val_loss: 0.0311541 | Time: 3352.43 ms [2022-04-11 15:38:05 main:581] : INFO : Epoch 1761 | loss: 0.0311404 | val_loss: 0.0311541 | Time: 3388.19 ms [2022-04-11 15:38:08 main:581] : INFO : Epoch 1762 | loss: 0.0311405 | val_loss: 0.0311556 | Time: 3368.1 ms [2022-04-11 15:38:11 main:581] : INFO : Epoch 1763 | loss: 0.0311384 | val_loss: 0.0311536 | Time: 3453.54 ms [2022-04-11 15:38:15 main:581] : INFO : Epoch 1764 | loss: 0.0311371 | val_loss: 0.0311551 | Time: 3415.83 ms [2022-04-11 15:38:18 main:581] : INFO : Epoch 1765 | loss: 0.0311372 | val_loss: 0.0311561 | Time: 3236.31 ms [2022-04-11 15:38:21 main:581] : INFO : Epoch 1766 | loss: 0.0311364 | val_loss: 0.0311531 | Time: 3418.84 ms [2022-04-11 15:38:25 main:581] : INFO : Epoch 1767 | loss: 0.0311359 | val_loss: 0.0311568 | Time: 3439.75 ms [2022-04-11 15:38:28 main:581] : INFO : Epoch 1768 | loss: 0.0311391 | val_loss: 0.0311539 | Time: 3491.65 ms [2022-04-11 15:38:32 main:581] : INFO : Epoch 1769 | loss: 0.031139 | val_loss: 0.0311552 | Time: 3297.98 ms [2022-04-11 15:38:35 main:581] : INFO : Epoch 1770 | loss: 0.0311402 | val_loss: 0.0311549 | Time: 3591.9 ms [2022-04-11 15:38:39 main:581] : INFO : Epoch 1771 | loss: 0.0311407 | val_loss: 0.0311605 | Time: 3293.79 ms [2022-04-11 15:38:42 main:581] : INFO : Epoch 1772 | loss: 0.0311412 | val_loss: 0.0311571 | Time: 3330.08 ms [2022-04-11 15:38:45 main:581] : INFO : Epoch 1773 | loss: 0.0311433 | val_loss: 0.0311608 | Time: 3289.61 ms [2022-04-11 15:38:48 main:581] : INFO : Epoch 1774 | loss: 0.0311437 | val_loss: 0.0311592 | Time: 3187.58 ms [2022-04-11 15:38:52 main:581] : INFO : Epoch 1775 | loss: 0.0311445 | val_loss: 0.0311639 | Time: 3152.09 ms [2022-04-11 15:38:55 main:581] : INFO : Epoch 1776 | loss: 0.031143 | val_loss: 0.0311574 | Time: 3387.05 ms [2022-04-11 15:38:58 main:581] : INFO : Epoch 1777 | loss: 0.0311404 | val_loss: 0.0311568 | Time: 3343.03 ms [2022-04-11 15:39:02 main:581] : INFO : Epoch 1778 | loss: 0.0311392 | val_loss: 0.0311564 | Time: 3413.42 ms [2022-04-11 15:39:05 main:581] : INFO : Epoch 1779 | loss: 0.0311412 | val_loss: 0.0311618 | Time: 3405.29 ms [2022-04-11 15:39:08 main:581] : INFO : Epoch 1780 | loss: 0.0311406 | val_loss: 0.0311612 | Time: 3380.57 ms [2022-04-11 15:39:12 main:581] : INFO : Epoch 1781 | loss: 0.0311396 | val_loss: 0.0311586 | Time: 3344.89 ms [2022-04-11 15:39:15 main:581] : INFO : Epoch 1782 | loss: 0.0311379 | val_loss: 0.0311568 | Time: 3243.04 ms [2022-04-11 15:39:19 main:581] : INFO : Epoch 1783 | loss: 0.0311363 | val_loss: 0.0311576 | Time: 3572.93 ms [2022-04-11 15:39:22 main:581] : INFO : Epoch 1784 | loss: 0.0311361 | val_loss: 0.0311553 | Time: 3465.58 ms [2022-04-11 15:39:26 main:581] : INFO : Epoch 1785 | loss: 0.0311366 | val_loss: 0.0311609 | Time: 3635.23 ms [2022-04-11 15:39:29 main:581] : INFO : Epoch 1786 | loss: 0.0311377 | val_loss: 0.0311618 | Time: 3671.14 ms [2022-04-11 15:39:33 main:581] : INFO : Epoch 1787 | loss: 0.0311364 | val_loss: 0.03116 | Time: 3430.27 ms [2022-04-11 15:39:36 main:581] : INFO : Epoch 1788 | loss: 0.0311353 | val_loss: 0.0311632 | Time: 3050.86 ms [2022-04-11 15:39:39 main:581] : INFO : Epoch 1789 | loss: 0.0311345 | val_loss: 0.0311581 | Time: 3278.52 ms [2022-04-11 15:39:42 main:581] : INFO : Epoch 1790 | loss: 0.0311367 | val_loss: 0.0311576 | Time: 3341.18 ms [2022-04-11 15:39:46 main:581] : INFO : Epoch 1791 | loss: 0.0311367 | val_loss: 0.0311582 | Time: 3458.63 ms [2022-04-11 15:39:49 main:581] : INFO : Epoch 1792 | loss: 0.0311383 | val_loss: 0.0311543 | Time: 3186.03 ms [2022-04-11 15:39:53 main:581] : INFO : Epoch 1793 | loss: 0.0311365 | val_loss: 0.0311561 | Time: 3527.85 ms [2022-04-11 15:39:56 main:581] : INFO : Epoch 1794 | loss: 0.0311352 | val_loss: 0.0311578 | Time: 3458.07 ms [2022-04-11 15:40:00 main:581] : INFO : Epoch 1795 | loss: 0.0311346 | val_loss: 0.0311557 | Time: 3415.23 ms [2022-04-11 15:40:03 main:581] : INFO : Epoch 1796 | loss: 0.0311341 | val_loss: 0.0311562 | Time: 3151.4 ms [2022-04-11 15:40:06 main:581] : INFO : Epoch 1797 | loss: 0.0311335 | val_loss: 0.0311577 | Time: 3282.1 ms [2022-04-11 15:40:09 main:581] : INFO : Epoch 1798 | loss: 0.0311334 | val_loss: 0.0311563 | Time: 3219.12 ms [2022-04-11 15:40:13 main:581] : INFO : Epoch 1799 | loss: 0.0311327 | val_loss: 0.0311576 | Time: 3326.08 ms [2022-04-11 15:40:16 main:581] : INFO : Epoch 1800 | loss: 0.0311324 | val_loss: 0.0311581 | Time: 3479.56 ms [2022-04-11 15:40:19 main:581] : INFO : Epoch 1801 | loss: 0.0311364 | val_loss: 0.0311624 | Time: 3443.39 ms [2022-04-11 15:40:23 main:581] : INFO : Epoch 1802 | loss: 0.0311408 | val_loss: 0.0311603 | Time: 3294.06 ms [2022-04-11 15:40:26 main:581] : INFO : Epoch 1803 | loss: 0.0311398 | val_loss: 0.0311558 | Time: 3265.47 ms [2022-04-11 15:40:29 main:581] : INFO : Epoch 1804 | loss: 0.0311373 | val_loss: 0.0311573 | Time: 3303.81 ms [2022-04-11 15:40:33 main:581] : INFO : Epoch 1805 | loss: 0.0311349 | val_loss: 0.0311603 | Time: 3694.42 ms [2022-04-11 15:40:36 main:581] : INFO : Epoch 1806 | loss: 0.0311347 | val_loss: 0.0311599 | Time: 3407.93 ms [2022-04-11 15:40:40 main:581] : INFO : Epoch 1807 | loss: 0.0311327 | val_loss: 0.0311568 | Time: 3201.33 ms [2022-04-11 15:40:43 main:581] : INFO : Epoch 1808 | loss: 0.0311329 | val_loss: 0.0311598 | Time: 3331.65 ms [2022-04-11 15:40:46 main:581] : INFO : Epoch 1809 | loss: 0.031136 | val_loss: 0.0311593 | Time: 3150.98 ms [2022-04-11 15:40:49 main:581] : INFO : Epoch 1810 | loss: 0.0311383 | val_loss: 0.0311567 | Time: 3102.94 ms [2022-04-11 15:40:52 main:581] : INFO : Epoch 1811 | loss: 0.0311349 | val_loss: 0.0311664 | Time: 3189.37 ms [2022-04-11 15:40:56 main:581] : INFO : Epoch 1812 | loss: 0.0311402 | val_loss: 0.0311572 | Time: 3247.76 ms [2022-04-11 15:40:59 main:581] : INFO : Epoch 1813 | loss: 0.0311378 | val_loss: 0.0311562 | Time: 3395 ms [2022-04-11 15:41:02 main:581] : INFO : Epoch 1814 | loss: 0.0311352 | val_loss: 0.0311558 | Time: 3341.49 ms [2022-04-11 15:41:06 main:581] : INFO : Epoch 1815 | loss: 0.0311358 | val_loss: 0.0311563 | Time: 3261.06 ms [2022-04-11 15:41:09 main:581] : INFO : Epoch 1816 | loss: 0.0311354 | val_loss: 0.0311619 | Time: 3187.49 ms [2022-04-11 15:41:12 main:581] : INFO : Epoch 1817 | loss: 0.0311358 | val_loss: 0.0311601 | Time: 3251.51 ms [2022-04-11 15:41:15 main:581] : INFO : Epoch 1818 | loss: 0.0311334 | val_loss: 0.0311601 | Time: 3089.91 ms [2022-04-11 15:41:18 main:581] : INFO : Epoch 1819 | loss: 0.0311333 | val_loss: 0.0311544 | Time: 3289.95 ms [2022-04-11 15:41:21 main:581] : INFO : Epoch 1820 | loss: 0.0311347 | val_loss: 0.0311576 | Time: 2975.73 ms [2022-04-11 15:41:24 main:581] : INFO : Epoch 1821 | loss: 0.0311328 | val_loss: 0.0311565 | Time: 2906.27 ms [2022-04-11 15:41:28 main:581] : INFO : Epoch 1822 | loss: 0.0311316 | val_loss: 0.0311569 | Time: 3244.32 ms [2022-04-11 15:41:31 main:581] : INFO : Epoch 1823 | loss: 0.0311332 | val_loss: 0.0311574 | Time: 3247.59 ms [2022-04-11 15:41:34 main:581] : INFO : Epoch 1824 | loss: 0.0311352 | val_loss: 0.0311588 | Time: 2978.06 ms [2022-04-11 15:41:37 main:581] : INFO : Epoch 1825 | loss: 0.0311328 | val_loss: 0.0311578 | Time: 3027.16 ms [2022-04-11 15:41:40 main:581] : INFO : Epoch 1826 | loss: 0.0311391 | val_loss: 0.0311584 | Time: 2980.41 ms [2022-04-11 15:41:43 main:581] : INFO : Epoch 1827 | loss: 0.0311393 | val_loss: 0.0311592 | Time: 3159.88 ms [2022-04-11 15:41:46 main:581] : INFO : Epoch 1828 | loss: 0.0311403 | val_loss: 0.0311587 | Time: 3044.2 ms [2022-04-11 15:41:49 main:581] : INFO : Epoch 1829 | loss: 0.0311383 | val_loss: 0.0311529 | Time: 3030.37 ms [2022-04-11 15:41:52 main:581] : INFO : Epoch 1830 | loss: 0.0311371 | val_loss: 0.0311544 | Time: 2988.74 ms [2022-04-11 15:41:55 main:581] : INFO : Epoch 1831 | loss: 0.0311351 | val_loss: 0.0311558 | Time: 3095.87 ms [2022-04-11 15:41:58 main:581] : INFO : Epoch 1832 | loss: 0.0311367 | val_loss: 0.0311506 | Time: 3047.93 ms [2022-04-11 15:42:01 main:581] : INFO : Epoch 1833 | loss: 0.0311344 | val_loss: 0.0311524 | Time: 2617.84 ms [2022-04-11 15:42:04 main:581] : INFO : Epoch 1834 | loss: 0.0311347 | val_loss: 0.031153 | Time: 2831.31 ms [2022-04-11 15:42:06 main:581] : INFO : Epoch 1835 | loss: 0.0311325 | val_loss: 0.031153 | Time: 2701.76 ms [2022-04-11 15:42:09 main:581] : INFO : Epoch 1836 | loss: 0.0311347 | val_loss: 0.031153 | Time: 3109.9 ms [2022-04-11 15:42:12 main:581] : INFO : Epoch 1837 | loss: 0.0311314 | val_loss: 0.0311539 | Time: 2828.4 ms [2022-04-11 15:42:15 main:581] : INFO : Epoch 1838 | loss: 0.0311316 | val_loss: 0.031154 | Time: 3056.09 ms [2022-04-11 15:42:18 main:581] : INFO : Epoch 1839 | loss: 0.0311315 | val_loss: 0.031156 | Time: 2956.39 ms [2022-04-11 15:42:21 main:581] : INFO : Epoch 1840 | loss: 0.031133 | val_loss: 0.0311581 | Time: 2888.41 ms [2022-04-11 15:42:24 main:581] : INFO : Epoch 1841 | loss: 0.0311343 | val_loss: 0.0311582 | Time: 3033.29 ms [2022-04-11 15:42:27 main:581] : INFO : Epoch 1842 | loss: 0.0311315 | val_loss: 0.0311506 | Time: 2973.22 ms [2022-04-11 15:42:30 main:581] : INFO : Epoch 1843 | loss: 0.0311292 | val_loss: 0.0311532 | Time: 3065.79 ms [2022-04-11 15:42:33 main:581] : INFO : Epoch 1844 | loss: 0.0311294 | val_loss: 0.0311556 | Time: 2938.36 ms [2022-04-11 15:42:36 main:581] : INFO : Epoch 1845 | loss: 0.031133 | val_loss: 0.0311553 | Time: 2939.62 ms [2022-04-11 15:42:39 main:581] : INFO : Epoch 1846 | loss: 0.0311328 | val_loss: 0.0311598 | Time: 2990.77 ms [2022-04-11 15:42:42 main:581] : INFO : Epoch 1847 | loss: 0.0311307 | val_loss: 0.0311595 | Time: 3158.12 ms [2022-04-11 15:42:45 main:581] : INFO : Epoch 1848 | loss: 0.0311313 | val_loss: 0.0311651 | Time: 3041.33 ms [2022-04-11 15:42:49 main:581] : INFO : Epoch 1849 | loss: 0.0311321 | val_loss: 0.0311545 | Time: 3194.41 ms [2022-04-11 15:42:51 main:581] : INFO : Epoch 1850 | loss: 0.0311322 | val_loss: 0.0311535 | Time: 2932.16 ms [2022-04-11 15:42:55 main:581] : INFO : Epoch 1851 | loss: 0.0311321 | val_loss: 0.0311683 | Time: 3142.01 ms [2022-04-11 15:42:58 main:581] : INFO : Epoch 1852 | loss: 0.0311315 | val_loss: 0.0311566 | Time: 2930.37 ms [2022-04-11 15:43:00 main:581] : INFO : Epoch 1853 | loss: 0.0311305 | val_loss: 0.031155 | Time: 2773.99 ms [2022-04-11 15:43:03 main:581] : INFO : Epoch 1854 | loss: 0.0311326 | val_loss: 0.0311521 | Time: 2934.32 ms [2022-04-11 15:43:06 main:581] : INFO : Epoch 1855 | loss: 0.0311309 | val_loss: 0.0311563 | Time: 2848.58 ms [2022-04-11 15:43:09 main:581] : INFO : Epoch 1856 | loss: 0.0311304 | val_loss: 0.0311539 | Time: 2884.61 ms [2022-04-11 15:43:12 main:581] : INFO : Epoch 1857 | loss: 0.0311325 | val_loss: 0.0311576 | Time: 2991.49 ms [2022-04-11 15:43:15 main:581] : INFO : Epoch 1858 | loss: 0.0311328 | val_loss: 0.0311551 | Time: 3113.86 ms [2022-04-11 15:43:18 main:581] : INFO : Epoch 1859 | loss: 0.0311361 | val_loss: 0.0311595 | Time: 3251.4 ms [2022-04-11 15:43:21 main:581] : INFO : Epoch 1860 | loss: 0.0311332 | val_loss: 0.0311537 | Time: 3126.64 ms [2022-04-11 15:43:25 main:581] : INFO : Epoch 1861 | loss: 0.0311312 | val_loss: 0.0311564 | Time: 3075.08 ms [2022-04-11 15:43:28 main:581] : INFO : Epoch 1862 | loss: 0.0311334 | val_loss: 0.0311568 | Time: 2961.62 ms [2022-04-11 15:43:30 main:581] : INFO : Epoch 1863 | loss: 0.0311354 | val_loss: 0.0311593 | Time: 2987.77 ms [2022-04-11 15:43:34 main:581] : INFO : Epoch 1864 | loss: 0.0311373 | val_loss: 0.0311539 | Time: 3111.19 ms [2022-04-11 15:43:37 main:581] : INFO : Epoch 1865 | loss: 0.0311305 | val_loss: 0.0311531 | Time: 2919.86 ms [2022-04-11 15:43:40 main:581] : INFO : Epoch 1866 | loss: 0.0311329 | val_loss: 0.0311576 | Time: 3128.5 ms [2022-04-11 15:43:42 main:581] : INFO : Epoch 1867 | loss: 0.0311317 | val_loss: 0.0311521 | Time: 2805.31 ms [2022-04-11 15:43:46 main:581] : INFO : Epoch 1868 | loss: 0.0311311 | val_loss: 0.0311533 | Time: 3056.9 ms [2022-04-11 15:43:48 main:581] : INFO : Epoch 1869 | loss: 0.0311279 | val_loss: 0.0311544 | Time: 2650.42 ms [2022-04-11 15:43:51 main:581] : INFO : Epoch 1870 | loss: 0.0311302 | val_loss: 0.0311628 | Time: 2588.07 ms [2022-04-11 15:43:53 main:581] : INFO : Epoch 1871 | loss: 0.0311293 | val_loss: 0.0311542 | Time: 2695.34 ms [2022-04-11 15:43:56 main:581] : INFO : Epoch 1872 | loss: 0.03113 | val_loss: 0.0311579 | Time: 2977.97 ms [2022-04-11 15:43:59 main:581] : INFO : Epoch 1873 | loss: 0.0311371 | val_loss: 0.0311585 | Time: 2932.35 ms [2022-04-11 15:44:02 main:581] : INFO : Epoch 1874 | loss: 0.0311356 | val_loss: 0.0311581 | Time: 2942.25 ms [2022-04-11 15:44:05 main:581] : INFO : Epoch 1875 | loss: 0.0311358 | val_loss: 0.0311536 | Time: 2839.01 ms [2022-04-11 15:44:08 main:581] : INFO : Epoch 1876 | loss: 0.0311333 | val_loss: 0.0311559 | Time: 3087.85 ms [2022-04-11 15:44:11 main:581] : INFO : Epoch 1877 | loss: 0.0311329 | val_loss: 0.0311557 | Time: 2937.94 ms [2022-04-11 15:44:14 main:581] : INFO : Epoch 1878 | loss: 0.0311367 | val_loss: 0.031152 | Time: 2917.33 ms [2022-04-11 15:44:17 main:581] : INFO : Epoch 1879 | loss: 0.0311402 | val_loss: 0.0311607 | Time: 2998.71 ms [2022-04-11 15:44:20 main:581] : INFO : Epoch 1880 | loss: 0.0311588 | val_loss: 0.0311588 | Time: 3045.57 ms [2022-04-11 15:44:23 main:581] : INFO : Epoch 1881 | loss: 0.0311539 | val_loss: 0.0311581 | Time: 3327.91 ms [2022-04-11 15:44:26 main:581] : INFO : Epoch 1882 | loss: 0.031145 | val_loss: 0.0311549 | Time: 2854.87 ms [2022-04-11 15:44:29 main:581] : INFO : Epoch 1883 | loss: 0.0311422 | val_loss: 0.0311547 | Time: 3059.48 ms [2022-04-11 15:44:32 main:581] : INFO : Epoch 1884 | loss: 0.0311411 | val_loss: 0.0311558 | Time: 2855.93 ms [2022-04-11 15:44:35 main:581] : INFO : Epoch 1885 | loss: 0.0311383 | val_loss: 0.0311565 | Time: 3027.98 ms [2022-04-11 15:44:38 main:581] : INFO : Epoch 1886 | loss: 0.0311372 | val_loss: 0.0311646 | Time: 2843.72 ms [2022-04-11 15:44:41 main:581] : INFO : Epoch 1887 | loss: 0.031147 | val_loss: 0.0311564 | Time: 2904.99 ms [2022-04-11 15:44:44 main:581] : INFO : Epoch 1888 | loss: 0.0311444 | val_loss: 0.0311523 | Time: 2870.77 ms [2022-04-11 15:44:47 main:581] : INFO : Epoch 1889 | loss: 0.03114 | val_loss: 0.0311512 | Time: 2878.3 ms [2022-04-11 15:44:50 main:581] : INFO : Epoch 1890 | loss: 0.0311372 | val_loss: 0.031154 | Time: 3034.04 ms [2022-04-11 15:44:53 main:581] : INFO : Epoch 1891 | loss: 0.0311368 | val_loss: 0.0311544 | Time: 2766.12 ms [2022-04-11 15:44:55 main:581] : INFO : Epoch 1892 | loss: 0.0311348 | val_loss: 0.0311541 | Time: 2857.62 ms [2022-04-11 15:44:59 main:581] : INFO : Epoch 1893 | loss: 0.0311359 | val_loss: 0.0311523 | Time: 3093.85 ms [2022-04-11 15:45:02 main:581] : INFO : Epoch 1894 | loss: 0.031134 | val_loss: 0.0311557 | Time: 3249 ms [2022-04-11 15:45:05 main:581] : INFO : Epoch 1895 | loss: 0.0311353 | val_loss: 0.0311579 | Time: 3238.08 ms [2022-04-11 15:45:08 main:581] : INFO : Epoch 1896 | loss: 0.0311338 | val_loss: 0.0311576 | Time: 3044.2 ms [2022-04-11 15:45:11 main:581] : INFO : Epoch 1897 | loss: 0.0311322 | val_loss: 0.0311503 | Time: 2706.18 ms [2022-04-11 15:45:14 main:581] : INFO : Epoch 1898 | loss: 0.0311317 | val_loss: 0.0311555 | Time: 3041.8 ms [2022-04-11 15:45:17 main:581] : INFO : Epoch 1899 | loss: 0.0311328 | val_loss: 0.0311505 | Time: 2996.02 ms [2022-04-11 15:45:20 main:581] : INFO : Epoch 1900 | loss: 0.0311309 | val_loss: 0.0311507 | Time: 2992.33 ms [2022-04-11 15:45:23 main:581] : INFO : Epoch 1901 | loss: 0.0311318 | val_loss: 0.0311505 | Time: 2768.33 ms [2022-04-11 15:45:26 main:581] : INFO : Epoch 1902 | loss: 0.0311319 | val_loss: 0.0311517 | Time: 2969.7 ms [2022-04-11 15:45:28 main:581] : INFO : Epoch 1903 | loss: 0.0311293 | val_loss: 0.0311516 | Time: 2805.49 ms [2022-04-11 15:45:31 main:581] : INFO : Epoch 1904 | loss: 0.0311304 | val_loss: 0.0311578 | Time: 2845.96 ms [2022-04-11 15:45:34 main:581] : INFO : Epoch 1905 | loss: 0.0311306 | val_loss: 0.0311563 | Time: 2887.12 ms [2022-04-11 15:45:37 main:581] : INFO : Epoch 1906 | loss: 0.0311331 | val_loss: 0.0311554 | Time: 2799.56 ms [2022-04-11 15:45:40 main:581] : INFO : Epoch 1907 | loss: 0.0311321 | val_loss: 0.0311639 | Time: 2900.03 ms [2022-04-11 15:45:43 main:581] : INFO : Epoch 1908 | loss: 0.0311328 | val_loss: 0.0311552 | Time: 2788.26 ms [2022-04-11 15:45:46 main:581] : INFO : Epoch 1909 | loss: 0.0311325 | val_loss: 0.0311528 | Time: 3107.55 ms [2022-04-11 15:45:49 main:581] : INFO : Epoch 1910 | loss: 0.0311293 | val_loss: 0.0311529 | Time: 3014.98 ms [2022-04-11 15:45:52 main:581] : INFO : Epoch 1911 | loss: 0.0311298 | val_loss: 0.031154 | Time: 2983.26 ms [2022-04-11 15:45:55 main:581] : INFO : Epoch 1912 | loss: 0.0311304 | val_loss: 0.031154 | Time: 3043.23 ms [2022-04-11 15:45:58 main:581] : INFO : Epoch 1913 | loss: 0.0311354 | val_loss: 0.0311618 | Time: 3058.91 ms [2022-04-11 15:46:01 main:581] : INFO : Epoch 1914 | loss: 0.031137 | val_loss: 0.0311635 | Time: 3083.47 ms [2022-04-11 15:46:04 main:581] : INFO : Epoch 1915 | loss: 0.0311367 | val_loss: 0.0311555 | Time: 2832.13 ms [2022-04-11 15:46:07 main:581] : INFO : Epoch 1916 | loss: 0.0311373 | val_loss: 0.031162 | Time: 2877.44 ms [2022-04-11 15:46:09 main:581] : INFO : Epoch 1917 | loss: 0.0311384 | val_loss: 0.0311647 | Time: 2676.99 ms [2022-04-11 15:46:12 main:581] : INFO : Epoch 1918 | loss: 0.0311386 | val_loss: 0.0311554 | Time: 2822.03 ms [2022-04-11 15:46:15 main:581] : INFO : Epoch 1919 | loss: 0.0311364 | val_loss: 0.0311589 | Time: 2780.03 ms [2022-04-11 15:46:18 main:581] : INFO : Epoch 1920 | loss: 0.031135 | val_loss: 0.0311555 | Time: 2791.83 ms [2022-04-11 15:46:21 main:581] : INFO : Epoch 1921 | loss: 0.0311335 | val_loss: 0.0311556 | Time: 3114.16 ms [2022-04-11 15:46:24 main:581] : INFO : Epoch 1922 | loss: 0.0311339 | val_loss: 0.031158 | Time: 2844.44 ms [2022-04-11 15:46:26 main:581] : INFO : Epoch 1923 | loss: 0.0311361 | val_loss: 0.0311546 | Time: 2765.99 ms [2022-04-11 15:46:29 main:581] : INFO : Epoch 1924 | loss: 0.0311346 | val_loss: 0.031154 | Time: 2981.71 ms [2022-04-11 15:46:32 main:581] : INFO : Epoch 1925 | loss: 0.0311332 | val_loss: 0.0311592 | Time: 3053.53 ms [2022-04-11 15:46:36 main:581] : INFO : Epoch 1926 | loss: 0.0311334 | val_loss: 0.0311602 | Time: 3159.75 ms [2022-04-11 15:46:39 main:581] : INFO : Epoch 1927 | loss: 0.0311317 | val_loss: 0.0311547 | Time: 3145.53 ms [2022-04-11 15:46:41 main:581] : INFO : Epoch 1928 | loss: 0.0311316 | val_loss: 0.0311537 | Time: 2688.87 ms [2022-04-11 15:46:44 main:581] : INFO : Epoch 1929 | loss: 0.0311323 | val_loss: 0.0311557 | Time: 2896.59 ms [2022-04-11 15:46:47 main:581] : INFO : Epoch 1930 | loss: 0.0311295 | val_loss: 0.0311564 | Time: 2756.9 ms [2022-04-11 15:46:50 main:581] : INFO : Epoch 1931 | loss: 0.0311305 | val_loss: 0.0311548 | Time: 3000.43 ms [2022-04-11 15:46:53 main:581] : INFO : Epoch 1932 | loss: 0.0311287 | val_loss: 0.0311571 | Time: 3222.45 ms [2022-04-11 15:46:56 main:581] : INFO : Epoch 1933 | loss: 0.0311282 | val_loss: 0.0311563 | Time: 2977.35 ms [2022-04-11 15:46:59 main:581] : INFO : Epoch 1934 | loss: 0.0311275 | val_loss: 0.0311565 | Time: 2920.75 ms [2022-04-11 15:47:02 main:581] : INFO : Epoch 1935 | loss: 0.0311279 | val_loss: 0.0311557 | Time: 2799.17 ms [2022-04-11 15:47:05 main:581] : INFO : Epoch 1936 | loss: 0.0311291 | val_loss: 0.0311615 | Time: 2832.23 ms [2022-04-11 15:47:08 main:581] : INFO : Epoch 1937 | loss: 0.0311295 | val_loss: 0.0311557 | Time: 2883.94 ms [2022-04-11 15:47:11 main:581] : INFO : Epoch 1938 | loss: 0.0311289 | val_loss: 0.0311559 | Time: 3019.64 ms [2022-04-11 15:47:14 main:581] : INFO : Epoch 1939 | loss: 0.0311293 | val_loss: 0.0311529 | Time: 3217.33 ms [2022-04-11 15:47:17 main:581] : INFO : Epoch 1940 | loss: 0.0311262 | val_loss: 0.0311531 | Time: 2991.89 ms [2022-04-11 15:47:20 main:581] : INFO : Epoch 1941 | loss: 0.0311285 | val_loss: 0.0311555 | Time: 3109.43 ms [2022-04-11 15:47:23 main:581] : INFO : Epoch 1942 | loss: 0.0311281 | val_loss: 0.0311544 | Time: 2890.15 ms [2022-04-11 15:47:26 main:581] : INFO : Epoch 1943 | loss: 0.0311288 | val_loss: 0.0311582 | Time: 3057.7 ms [2022-04-11 15:47:29 main:581] : INFO : Epoch 1944 | loss: 0.0311288 | val_loss: 0.0311552 | Time: 2753.78 ms [2022-04-11 15:47:32 main:581] : INFO : Epoch 1945 | loss: 0.0311272 | val_loss: 0.0311574 | Time: 2998.69 ms [2022-04-11 15:47:34 main:581] : INFO : Epoch 1946 | loss: 0.0311277 | val_loss: 0.0311561 | Time: 2714.81 ms [2022-04-11 15:47:37 main:581] : INFO : Epoch 1947 | loss: 0.0311266 | val_loss: 0.0311554 | Time: 2631.84 ms [2022-04-11 15:47:40 main:581] : INFO : Epoch 1948 | loss: 0.0311262 | val_loss: 0.0311559 | Time: 2829.71 ms [2022-04-11 15:47:43 main:581] : INFO : Epoch 1949 | loss: 0.0311282 | val_loss: 0.031157 | Time: 3067.43 ms [2022-04-11 15:47:46 main:581] : INFO : Epoch 1950 | loss: 0.0311286 | val_loss: 0.0311703 | Time: 2654.83 ms [2022-04-11 15:47:48 main:581] : INFO : Epoch 1951 | loss: 0.0311279 | val_loss: 0.0311578 | Time: 2809.92 ms [2022-04-11 15:47:51 main:581] : INFO : Epoch 1952 | loss: 0.0311292 | val_loss: 0.0311537 | Time: 2886.93 ms [2022-04-11 15:47:54 main:581] : INFO : Epoch 1953 | loss: 0.0311346 | val_loss: 0.0311563 | Time: 3107.74 ms [2022-04-11 15:47:57 main:581] : INFO : Epoch 1954 | loss: 0.0311342 | val_loss: 0.031155 | Time: 2927.82 ms [2022-04-11 15:48:00 main:581] : INFO : Epoch 1955 | loss: 0.0311335 | val_loss: 0.0311616 | Time: 2771.28 ms [2022-04-11 15:48:03 main:581] : INFO : Epoch 1956 | loss: 0.0311359 | val_loss: 0.0311538 | Time: 2790.42 ms [2022-04-11 15:48:06 main:581] : INFO : Epoch 1957 | loss: 0.0311304 | val_loss: 0.0311566 | Time: 2830.86 ms [2022-04-11 15:48:08 main:581] : INFO : Epoch 1958 | loss: 0.0311301 | val_loss: 0.0311567 | Time: 2614.77 ms [2022-04-11 15:48:11 main:581] : INFO : Epoch 1959 | loss: 0.0311315 | val_loss: 0.031161 | Time: 2722.71 ms [2022-04-11 15:48:14 main:581] : INFO : Epoch 1960 | loss: 0.0311362 | val_loss: 0.0311593 | Time: 2685.58 ms [2022-04-11 15:48:17 main:581] : INFO : Epoch 1961 | loss: 0.0311436 | val_loss: 0.0311618 | Time: 2801.99 ms [2022-04-11 15:48:20 main:581] : INFO : Epoch 1962 | loss: 0.0311464 | val_loss: 0.0311576 | Time: 2978.5 ms [2022-04-11 15:48:23 main:581] : INFO : Epoch 1963 | loss: 0.0311437 | val_loss: 0.031158 | Time: 3000.29 ms [2022-04-11 15:48:25 main:581] : INFO : Epoch 1964 | loss: 0.03114 | val_loss: 0.0311579 | Time: 2948.54 ms [2022-04-11 15:48:28 main:581] : INFO : Epoch 1965 | loss: 0.0311366 | val_loss: 0.0311526 | Time: 2935.86 ms [2022-04-11 15:48:32 main:581] : INFO : Epoch 1966 | loss: 0.0311343 | val_loss: 0.0311548 | Time: 3469.82 ms [2022-04-11 15:48:35 main:581] : INFO : Epoch 1967 | loss: 0.0311334 | val_loss: 0.0311601 | Time: 2929.9 ms [2022-04-11 15:48:38 main:581] : INFO : Epoch 1968 | loss: 0.0311361 | val_loss: 0.0311541 | Time: 3016.4 ms [2022-04-11 15:48:41 main:581] : INFO : Epoch 1969 | loss: 0.0311326 | val_loss: 0.0311548 | Time: 2979.62 ms [2022-04-11 15:48:44 main:581] : INFO : Epoch 1970 | loss: 0.0311322 | val_loss: 0.0311544 | Time: 3059.68 ms [2022-04-11 15:48:47 main:581] : INFO : Epoch 1971 | loss: 0.0311305 | val_loss: 0.0311549 | Time: 2817.23 ms [2022-04-11 15:48:50 main:581] : INFO : Epoch 1972 | loss: 0.0311298 | val_loss: 0.0311592 | Time: 3228.86 ms [2022-04-11 15:48:53 main:581] : INFO : Epoch 1973 | loss: 0.0311317 | val_loss: 0.0311603 | Time: 3021.27 ms [2022-04-11 15:48:56 main:581] : INFO : Epoch 1974 | loss: 0.03113 | val_loss: 0.0311561 | Time: 3007.88 ms [2022-04-11 15:48:59 main:581] : INFO : Epoch 1975 | loss: 0.0311302 | val_loss: 0.0311572 | Time: 2930.06 ms [2022-04-11 15:49:02 main:581] : INFO : Epoch 1976 | loss: 0.0311315 | val_loss: 0.0311574 | Time: 3158.29 ms [2022-04-11 15:49:05 main:581] : INFO : Epoch 1977 | loss: 0.031129 | val_loss: 0.031159 | Time: 3010.93 ms [2022-04-11 15:49:08 main:581] : INFO : Epoch 1978 | loss: 0.0311295 | val_loss: 0.0311562 | Time: 3083.85 ms [2022-04-11 15:49:11 main:581] : INFO : Epoch 1979 | loss: 0.0311278 | val_loss: 0.0311559 | Time: 2996.59 ms [2022-04-11 15:49:14 main:581] : INFO : Epoch 1980 | loss: 0.0311301 | val_loss: 0.0311561 | Time: 3005.51 ms [2022-04-11 15:49:17 main:581] : INFO : Epoch 1981 | loss: 0.0311275 | val_loss: 0.0311615 | Time: 2846.34 ms [2022-04-11 15:49:20 main:581] : INFO : Epoch 1982 | loss: 0.031128 | val_loss: 0.0311629 | Time: 2976.32 ms [2022-04-11 15:49:23 main:581] : INFO : Epoch 1983 | loss: 0.0311302 | val_loss: 0.0311617 | Time: 3116.92 ms [2022-04-11 15:49:26 main:581] : INFO : Epoch 1984 | loss: 0.0311281 | val_loss: 0.0311562 | Time: 3092.77 ms [2022-04-11 15:49:29 main:581] : INFO : Epoch 1985 | loss: 0.0311293 | val_loss: 0.0311602 | Time: 3225.39 ms [2022-04-11 15:49:33 main:581] : INFO : Epoch 1986 | loss: 0.0311286 | val_loss: 0.0311544 | Time: 3113.04 ms [2022-04-11 15:49:36 main:581] : INFO : Epoch 1987 | loss: 0.0311266 | val_loss: 0.0311567 | Time: 2992.37 ms [2022-04-11 15:49:38 main:581] : INFO : Epoch 1988 | loss: 0.0311288 | val_loss: 0.0311521 | Time: 2884.26 ms [2022-04-11 15:49:41 main:581] : INFO : Epoch 1989 | loss: 0.0311298 | val_loss: 0.0311534 | Time: 2999.02 ms [2022-04-11 15:49:44 main:581] : INFO : Epoch 1990 | loss: 0.0311339 | val_loss: 0.0311595 | Time: 2895.96 ms [2022-04-11 15:49:47 main:581] : INFO : Epoch 1991 | loss: 0.0311327 | val_loss: 0.0311657 | Time: 3149.07 ms [2022-04-11 15:49:51 main:581] : INFO : Epoch 1992 | loss: 0.0311312 | val_loss: 0.0311568 | Time: 3548.71 ms [2022-04-11 15:49:54 main:581] : INFO : Epoch 1993 | loss: 0.0311271 | val_loss: 0.0311542 | Time: 3051.75 ms [2022-04-11 15:49:57 main:581] : INFO : Epoch 1994 | loss: 0.0311267 | val_loss: 0.0311525 | Time: 3136.34 ms [2022-04-11 15:50:00 main:581] : INFO : Epoch 1995 | loss: 0.031127 | val_loss: 0.031156 | Time: 3130.9 ms [2022-04-11 15:50:03 main:581] : INFO : Epoch 1996 | loss: 0.0311302 | val_loss: 0.0311585 | Time: 2947.62 ms [2022-04-11 15:50:06 main:581] : INFO : Epoch 1997 | loss: 0.0311331 | val_loss: 0.0311644 | Time: 2895.85 ms [2022-04-11 15:50:09 main:581] : INFO : Epoch 1998 | loss: 0.0311338 | val_loss: 0.0311554 | Time: 2746.25 ms [2022-04-11 15:50:12 main:581] : INFO : Epoch 1999 | loss: 0.0311302 | val_loss: 0.0311539 | Time: 2942.33 ms [2022-04-11 15:50:15 main:581] : INFO : Epoch 2000 | loss: 0.0311282 | val_loss: 0.0311553 | Time: 2777.85 ms [2022-04-11 15:50:18 main:581] : INFO : Epoch 2001 | loss: 0.031126 | val_loss: 0.0311532 | Time: 3351.75 ms [2022-04-11 15:50:21 main:581] : INFO : Epoch 2002 | loss: 0.0311262 | val_loss: 0.0311551 | Time: 3041.25 ms [2022-04-11 15:50:24 main:581] : INFO : Epoch 2003 | loss: 0.0311288 | val_loss: 0.0311584 | Time: 2711.63 ms [2022-04-11 15:50:27 main:581] : INFO : Epoch 2004 | loss: 0.0311275 | val_loss: 0.0311574 | Time: 2869.47 ms [2022-04-11 15:50:30 main:581] : INFO : Epoch 2005 | loss: 0.0311267 | val_loss: 0.0311535 | Time: 3042.19 ms [2022-04-11 15:50:32 main:581] : INFO : Epoch 2006 | loss: 0.0311281 | val_loss: 0.0311566 | Time: 2788.99 ms [2022-04-11 15:50:35 main:581] : INFO : Epoch 2007 | loss: 0.0311264 | val_loss: 0.0311596 | Time: 2782.55 ms [2022-04-11 15:50:38 main:581] : INFO : Epoch 2008 | loss: 0.0311288 | val_loss: 0.0311558 | Time: 2946.09 ms [2022-04-11 15:50:41 main:581] : INFO : Epoch 2009 | loss: 0.0311274 | val_loss: 0.0311558 | Time: 3180.85 ms [2022-04-11 15:50:44 main:581] : INFO : Epoch 2010 | loss: 0.0311277 | val_loss: 0.0311572 | Time: 2843.18 ms [2022-04-11 15:50:47 main:581] : INFO : Epoch 2011 | loss: 0.0311271 | val_loss: 0.0311569 | Time: 3116.77 ms [2022-04-11 15:50:50 main:581] : INFO : Epoch 2012 | loss: 0.0311298 | val_loss: 0.0311528 | Time: 2938.43 ms [2022-04-11 15:50:53 main:581] : INFO : Epoch 2013 | loss: 0.0311285 | val_loss: 0.0311522 | Time: 2930.99 ms [2022-04-11 15:50:56 main:581] : INFO : Epoch 2014 | loss: 0.0311302 | val_loss: 0.0311602 | Time: 3056.73 ms [2022-04-11 15:50:59 main:581] : INFO : Epoch 2015 | loss: 0.0311334 | val_loss: 0.0311578 | Time: 2932.71 ms [2022-04-11 15:51:02 main:581] : INFO : Epoch 2016 | loss: 0.0311373 | val_loss: 0.0311563 | Time: 2845.05 ms [2022-04-11 15:51:05 main:581] : INFO : Epoch 2017 | loss: 0.0311367 | val_loss: 0.0311634 | Time: 3029.64 ms [2022-04-11 15:51:08 main:581] : INFO : Epoch 2018 | loss: 0.0311355 | val_loss: 0.0311537 | Time: 2926.57 ms [2022-04-11 15:51:11 main:581] : INFO : Epoch 2019 | loss: 0.0311354 | val_loss: 0.0311556 | Time: 2988.39 ms [2022-04-11 15:51:14 main:581] : INFO : Epoch 2020 | loss: 0.0311341 | val_loss: 0.0311582 | Time: 3120.44 ms [2022-04-11 15:51:17 main:581] : INFO : Epoch 2021 | loss: 0.0311311 | val_loss: 0.0311538 | Time: 3154.75 ms [2022-04-11 15:51:20 main:581] : INFO : Epoch 2022 | loss: 0.0311312 | val_loss: 0.0311602 | Time: 3122.01 ms [2022-04-11 15:51:23 main:581] : INFO : Epoch 2023 | loss: 0.0311304 | val_loss: 0.0311551 | Time: 2976.78 ms [2022-04-11 15:51:26 main:581] : INFO : Epoch 2024 | loss: 0.0311298 | val_loss: 0.0311632 | Time: 3142.5 ms [2022-04-11 15:51:29 main:581] : INFO : Epoch 2025 | loss: 0.0311326 | val_loss: 0.0311528 | Time: 2924.09 ms [2022-04-11 15:51:32 main:581] : INFO : Epoch 2026 | loss: 0.0311268 | val_loss: 0.031153 | Time: 2995.87 ms [2022-04-11 15:51:35 main:581] : INFO : Epoch 2027 | loss: 0.0311296 | val_loss: 0.0311518 | Time: 2946.57 ms [2022-04-11 15:51:38 main:581] : INFO : Epoch 2028 | loss: 0.0311296 | val_loss: 0.0311554 | Time: 2943.28 ms [2022-04-11 15:51:41 main:581] : INFO : Epoch 2029 | loss: 0.0311307 | val_loss: 0.0311543 | Time: 3031.47 ms [2022-04-11 15:51:44 main:581] : INFO : Epoch 2030 | loss: 0.0311303 | val_loss: 0.0311531 | Time: 2972 ms [2022-04-11 15:51:47 main:581] : INFO : Epoch 2031 | loss: 0.0311301 | val_loss: 0.0311526 | Time: 2865.51 ms [2022-04-11 15:51:50 main:581] : INFO : Epoch 2032 | loss: 0.0311295 | val_loss: 0.0311566 | Time: 2800.58 ms [2022-04-11 15:51:53 main:581] : INFO : Epoch 2033 | loss: 0.0311268 | val_loss: 0.0311551 | Time: 2922.58 ms [2022-04-11 15:51:56 main:581] : INFO : Epoch 2034 | loss: 0.0311256 | val_loss: 0.0311611 | Time: 3038.81 ms [2022-04-11 15:51:59 main:581] : INFO : Epoch 2035 | loss: 0.031125 | val_loss: 0.0311542 | Time: 2912.51 ms [2022-04-11 15:52:02 main:581] : INFO : Epoch 2036 | loss: 0.0311241 | val_loss: 0.0311538 | Time: 3206.97 ms [2022-04-11 15:52:05 main:581] : INFO : Epoch 2037 | loss: 0.0311281 | val_loss: 0.0311641 | Time: 3042.77 ms [2022-04-11 15:52:08 main:581] : INFO : Epoch 2038 | loss: 0.0311269 | val_loss: 0.0311557 | Time: 3120.22 ms [2022-04-11 15:52:11 main:581] : INFO : Epoch 2039 | loss: 0.0311258 | val_loss: 0.0311594 | Time: 2948.63 ms [2022-04-11 15:52:14 main:581] : INFO : Epoch 2040 | loss: 0.0311261 | val_loss: 0.0311554 | Time: 3045.6 ms [2022-04-11 15:52:17 main:581] : INFO : Epoch 2041 | loss: 0.0311258 | val_loss: 0.0311588 | Time: 3110.07 ms [2022-04-11 15:52:20 main:581] : INFO : Epoch 2042 | loss: 0.0311253 | val_loss: 0.0311559 | Time: 3074.77 ms [2022-04-11 15:52:24 main:581] : INFO : Epoch 2043 | loss: 0.0311242 | val_loss: 0.0311637 | Time: 3209.95 ms [2022-04-11 15:52:27 main:581] : INFO : Epoch 2044 | loss: 0.0311243 | val_loss: 0.0311547 | Time: 3055.31 ms [2022-04-11 15:52:30 main:581] : INFO : Epoch 2045 | loss: 0.0311259 | val_loss: 0.031155 | Time: 3002.55 ms [2022-04-11 15:52:33 main:581] : INFO : Epoch 2046 | loss: 0.0311262 | val_loss: 0.0311596 | Time: 3016.65 ms [2022-04-11 15:52:36 main:581] : INFO : Epoch 2047 | loss: 0.0311257 | val_loss: 0.0311596 | Time: 3265.17 ms [2022-04-11 15:52:39 main:581] : INFO : Epoch 2048 | loss: 0.0311281 | val_loss: 0.0311571 | Time: 2982.84 ms [2022-04-11 15:52:39 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311571 [2022-04-11 15:52:39 main:610] : INFO : Saving end state to config to file [2022-04-11 15:52:39 main:615] : INFO : Success, exiting.. 15:52:39 (4407): 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)