Task 14253858
| Name | ParityModified-1647044966-13288-3-0_0 |
| Workunit | 11310641 |
| Created | 2 Apr 2022, 15:12:16 UTC |
| Sent | 8 Apr 2022, 13:25:42 UTC |
| Report deadline | 16 Apr 2022, 13:25:42 UTC |
| Received | 11 Apr 2022, 1:20:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 44 min 1 sec |
| CPU time | 1 hours 37 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :05 main:574] : INFO : Epoch 1542 | loss: 0.031144 | val_loss: 0.0311606 | Time: 3076.8 ms [2022-04-10 17:51:08 main:574] : INFO : Epoch 1543 | loss: 0.0311435 | val_loss: 0.0311611 | Time: 3513.66 ms [2022-04-10 17:51:12 main:574] : INFO : Epoch 1544 | loss: 0.0311431 | val_loss: 0.0311579 | Time: 3700.93 ms [2022-04-10 17:51:16 main:574] : INFO : Epoch 1545 | loss: 0.0311437 | val_loss: 0.0311582 | Time: 3340.05 ms [2022-04-10 17:51:19 main:574] : INFO : Epoch 1546 | loss: 0.0311419 | val_loss: 0.0311607 | Time: 3425.7 ms [2022-04-10 17:51:22 main:574] : INFO : Epoch 1547 | loss: 0.0311396 | val_loss: 0.0311554 | Time: 3466.48 ms [2022-04-10 17:51:26 main:574] : INFO : Epoch 1548 | loss: 0.0311392 | val_loss: 0.0311575 | Time: 3320.28 ms [2022-04-10 17:51:29 main:574] : INFO : Epoch 1549 | loss: 0.0311388 | val_loss: 0.0311593 | Time: 3030.6 ms [2022-04-10 17:51:32 main:574] : INFO : Epoch 1550 | loss: 0.0311382 | val_loss: 0.0311596 | Time: 3550.25 ms [2022-04-10 17:51:36 main:574] : INFO : Epoch 1551 | loss: 0.0311393 | val_loss: 0.0311591 | Time: 3392.78 ms [2022-04-10 17:51:39 main:574] : INFO : Epoch 1552 | loss: 0.0311388 | val_loss: 0.0311581 | Time: 3609.6 ms [2022-04-10 17:51:43 main:574] : INFO : Epoch 1553 | loss: 0.0311378 | val_loss: 0.0311575 | Time: 3380.59 ms [2022-04-10 17:51:46 main:574] : INFO : Epoch 1554 | loss: 0.0311381 | val_loss: 0.0311578 | Time: 3222.4 ms [2022-04-10 17:51:49 main:574] : INFO : Epoch 1555 | loss: 0.0311374 | val_loss: 0.0311594 | Time: 3250.64 ms [2022-04-10 17:51:52 main:574] : INFO : Epoch 1556 | loss: 0.0311374 | val_loss: 0.0311592 | Time: 3183.42 ms [2022-04-10 17:51:56 main:574] : INFO : Epoch 1557 | loss: 0.0311375 | val_loss: 0.0311587 | Time: 3503.04 ms [2022-04-10 17:51:59 main:574] : INFO : Epoch 1558 | loss: 0.0311374 | val_loss: 0.0311568 | Time: 3230.39 ms [2022-04-10 17:52:03 main:574] : INFO : Epoch 1559 | loss: 0.0311402 | val_loss: 0.0311554 | Time: 3450.22 ms [2022-04-10 17:52:06 main:574] : INFO : Epoch 1560 | loss: 0.0311398 | val_loss: 0.0311573 | Time: 3477.14 ms [2022-04-10 17:52:09 main:574] : INFO : Epoch 1561 | loss: 0.0311397 | val_loss: 0.0311566 | Time: 3444.85 ms [2022-04-10 17:52:13 main:574] : INFO : Epoch 1562 | loss: 0.0311402 | val_loss: 0.0311585 | Time: 3527.12 ms [2022-04-10 17:52:17 main:574] : INFO : Epoch 1563 | loss: 0.0311405 | val_loss: 0.0311555 | Time: 3714.28 ms [2022-04-10 17:52:20 main:574] : INFO : Epoch 1564 | loss: 0.0311405 | val_loss: 0.0311563 | Time: 3629.22 ms [2022-04-10 17:52:24 main:574] : INFO : Epoch 1565 | loss: 0.0311386 | val_loss: 0.0311563 | Time: 3458.81 ms [2022-04-10 17:52:27 main:574] : INFO : Epoch 1566 | loss: 0.0311412 | val_loss: 0.0311609 | Time: 3433.53 ms [2022-04-10 17:52:30 main:574] : INFO : Epoch 1567 | loss: 0.0311392 | val_loss: 0.0311596 | Time: 3084.44 ms [2022-04-10 17:52:34 main:574] : INFO : Epoch 1568 | loss: 0.0311406 | val_loss: 0.0311582 | Time: 3375.51 ms [2022-04-10 17:52:37 main:574] : INFO : Epoch 1569 | loss: 0.0311419 | val_loss: 0.0311536 | Time: 3401.5 ms [2022-04-10 17:52:41 main:574] : INFO : Epoch 1570 | loss: 0.0311396 | val_loss: 0.0311537 | Time: 3705.34 ms [2022-04-10 17:52:44 main:574] : INFO : Epoch 1571 | loss: 0.0311436 | val_loss: 0.0311549 | Time: 3246.76 ms [2022-04-10 17:52:47 main:574] : INFO : Epoch 1572 | loss: 0.0311404 | val_loss: 0.031157 | Time: 3259 ms [2022-04-10 17:52:51 main:574] : INFO : Epoch 1573 | loss: 0.0311402 | val_loss: 0.0311541 | Time: 3349.54 ms [2022-04-10 17:52:54 main:574] : INFO : Epoch 1574 | loss: 0.0311406 | val_loss: 0.0311557 | Time: 3710.42 ms [2022-04-10 17:52:58 main:574] : INFO : Epoch 1575 | loss: 0.0311393 | val_loss: 0.031155 | Time: 3674.22 ms [2022-04-10 17:53:02 main:574] : INFO : Epoch 1576 | loss: 0.0311381 | val_loss: 0.031153 | Time: 3679.3 ms [2022-04-10 17:53:05 main:574] : INFO : Epoch 1577 | loss: 0.0311384 | val_loss: 0.0311541 | Time: 3382.3 ms [2022-04-10 17:53:09 main:574] : INFO : Epoch 1578 | loss: 0.0311398 | val_loss: 0.031154 | Time: 3735.9 ms [2022-04-10 17:53:12 main:574] : INFO : Epoch 1579 | loss: 0.0311419 | val_loss: 0.0311604 | Time: 3329.83 ms [2022-04-10 17:53:16 main:574] : INFO : Epoch 1580 | loss: 0.0311423 | val_loss: 0.0311576 | Time: 3691.88 ms [2022-04-10 17:53:20 main:574] : INFO : Epoch 1581 | loss: 0.03114 | val_loss: 0.0311573 | Time: 3783.63 ms [2022-04-10 17:53:23 main:574] : INFO : Epoch 1582 | loss: 0.0311384 | val_loss: 0.0311571 | Time: 3613.88 ms [2022-04-10 17:53:27 main:574] : INFO : Epoch 1583 | loss: 0.0311407 | val_loss: 0.0311607 | Time: 3468.21 ms [2022-04-10 17:53:30 main:574] : INFO : Epoch 1584 | loss: 0.031139 | val_loss: 0.0311585 | Time: 3462.88 ms [2022-04-10 17:53:34 main:574] : INFO : Epoch 1585 | loss: 0.0311389 | val_loss: 0.0311533 | Time: 3254.25 ms [2022-04-10 17:53:37 main:574] : INFO : Epoch 1586 | loss: 0.0311394 | val_loss: 0.0311584 | Time: 3336.46 ms [2022-04-10 17:53:41 main:574] : INFO : Epoch 1587 | loss: 0.0311383 | val_loss: 0.0311578 | Time: 3715.84 ms [2022-04-10 17:53:44 main:574] : INFO : Epoch 1588 | loss: 0.0311378 | val_loss: 0.0311576 | Time: 3155.91 ms [2022-04-10 17:53:47 main:574] : INFO : Epoch 1589 | loss: 0.0311367 | val_loss: 0.0311594 | Time: 3529.09 ms [2022-04-10 17:53:51 main:574] : INFO : Epoch 1590 | loss: 0.03114 | val_loss: 0.0311568 | Time: 3705.08 ms [2022-04-10 17:53:55 main:574] : INFO : Epoch 1591 | loss: 0.031141 | val_loss: 0.0311643 | Time: 3735.88 ms [2022-04-10 17:53:58 main:574] : INFO : Epoch 1592 | loss: 0.0311406 | val_loss: 0.0311612 | Time: 3242.75 ms [2022-04-10 17:54:01 main:574] : INFO : Epoch 1593 | loss: 0.0311392 | val_loss: 0.0311564 | Time: 3365.7 ms [2022-04-10 17:54:05 main:574] : INFO : Epoch 1594 | loss: 0.031137 | val_loss: 0.0311559 | Time: 3366.7 ms [2022-04-10 17:54:08 main:574] : INFO : Epoch 1595 | loss: 0.0311349 | val_loss: 0.0311575 | Time: 3420.74 ms [2022-04-10 17:54:12 main:574] : INFO : Epoch 1596 | loss: 0.0311348 | val_loss: 0.0311546 | Time: 3676.84 ms [2022-04-10 17:54:15 main:574] : INFO : Epoch 1597 | loss: 0.0311349 | val_loss: 0.031153 | Time: 3526.63 ms [2022-04-10 17:54:19 main:574] : INFO : Epoch 1598 | loss: 0.0311336 | val_loss: 0.0311552 | Time: 3613.69 ms [2022-04-10 17:54:23 main:574] : INFO : Epoch 1599 | loss: 0.0311352 | val_loss: 0.031158 | Time: 3540.03 ms [2022-04-10 17:54:26 main:574] : INFO : Epoch 1600 | loss: 0.0311366 | val_loss: 0.0311534 | Time: 3482.76 ms [2022-04-10 17:54:30 main:574] : INFO : Epoch 1601 | loss: 0.0311344 | val_loss: 0.0311569 | Time: 3649.52 ms [2022-04-10 17:54:33 main:574] : INFO : Epoch 1602 | loss: 0.0311345 | val_loss: 0.0311543 | Time: 3543.05 ms [2022-04-10 17:54:37 main:574] : INFO : Epoch 1603 | loss: 0.0311339 | val_loss: 0.031159 | Time: 3472.9 ms [2022-04-10 17:54:40 main:574] : INFO : Epoch 1604 | loss: 0.0311354 | val_loss: 0.031157 | Time: 3507.95 ms [2022-04-10 17:54:43 main:574] : INFO : Epoch 1605 | loss: 0.0311385 | val_loss: 0.0311569 | Time: 3090.31 ms [2022-04-10 17:54:46 main:574] : INFO : Epoch 1606 | loss: 0.031139 | val_loss: 0.0311571 | Time: 3106.53 ms [2022-04-10 17:54:50 main:574] : INFO : Epoch 1607 | loss: 0.0311401 | val_loss: 0.031159 | Time: 3562.67 ms [2022-04-10 17:54:53 main:574] : INFO : Epoch 1608 | loss: 0.0311409 | val_loss: 0.0311574 | Time: 3530.6 ms [2022-04-10 17:54:57 main:574] : INFO : Epoch 1609 | loss: 0.0311397 | val_loss: 0.0311535 | Time: 3391.9 ms [2022-04-10 17:55:00 main:574] : INFO : Epoch 1610 | loss: 0.0311392 | val_loss: 0.0311657 | Time: 3568.94 ms [2022-04-10 17:55:04 main:574] : INFO : Epoch 1611 | loss: 0.0311397 | val_loss: 0.0311566 | Time: 3448.64 ms [2022-04-10 17:55:07 main:574] : INFO : Epoch 1612 | loss: 0.0311388 | val_loss: 0.0311548 | Time: 3047.59 ms [2022-04-10 17:55:10 main:574] : INFO : Epoch 1613 | loss: 0.0311365 | val_loss: 0.0311518 | Time: 3247.39 ms [2022-04-10 17:55:14 main:574] : INFO : Epoch 1614 | loss: 0.031137 | val_loss: 0.0311516 | Time: 3793.15 ms [2022-04-10 17:55:17 main:574] : INFO : Epoch 1615 | loss: 0.0311365 | val_loss: 0.031155 | Time: 3259.95 ms [2022-04-10 17:55:21 main:574] : INFO : Epoch 1616 | loss: 0.0311368 | val_loss: 0.0311549 | Time: 3596.02 ms [2022-04-10 17:55:24 main:574] : INFO : Epoch 1617 | loss: 0.0311401 | val_loss: 0.0311634 | Time: 3632.31 ms [2022-04-10 17:55:28 main:574] : INFO : Epoch 1618 | loss: 0.03114 | val_loss: 0.0311565 | Time: 3389.6 ms [2022-04-10 17:55:31 main:574] : INFO : Epoch 1619 | loss: 0.0311393 | val_loss: 0.0311547 | Time: 3332.72 ms [2022-04-10 17:55:34 main:574] : INFO : Epoch 1620 | loss: 0.0311408 | val_loss: 0.0311539 | Time: 3235.22 ms [2022-04-10 17:55:38 main:574] : INFO : Epoch 1621 | loss: 0.0311406 | val_loss: 0.0311533 | Time: 3435.78 ms [2022-04-10 17:55:41 main:574] : INFO : Epoch 1622 | loss: 0.0311421 | val_loss: 0.0311515 | Time: 3575.72 ms [2022-04-10 17:55:45 main:574] : INFO : Epoch 1623 | loss: 0.0311407 | val_loss: 0.0311545 | Time: 3644.38 ms [2022-04-10 17:55:49 main:574] : INFO : Epoch 1624 | loss: 0.0311397 | val_loss: 0.0311557 | Time: 3456.66 ms [2022-04-10 17:55:52 main:574] : INFO : Epoch 1625 | loss: 0.0311407 | val_loss: 0.0311548 | Time: 3102.65 ms [2022-04-10 17:55:55 main:574] : INFO : Epoch 1626 | loss: 0.0311413 | val_loss: 0.031154 | Time: 3099.85 ms [2022-04-10 17:55:58 main:574] : INFO : Epoch 1627 | loss: 0.0311402 | val_loss: 0.0311534 | Time: 3432.06 ms [2022-04-10 17:56:02 main:574] : INFO : Epoch 1628 | loss: 0.0311377 | val_loss: 0.0311543 | Time: 3629.59 ms [2022-04-10 17:56:06 main:574] : INFO : Epoch 1629 | loss: 0.0311385 | val_loss: 0.0311527 | Time: 3686.37 ms [2022-04-10 17:56:09 main:574] : INFO : Epoch 1630 | loss: 0.0311383 | val_loss: 0.0311532 | Time: 3204.01 ms [2022-04-10 17:56:12 main:574] : INFO : Epoch 1631 | loss: 0.0311381 | val_loss: 0.0311552 | Time: 3101.78 ms [2022-04-10 17:56:16 main:574] : INFO : Epoch 1632 | loss: 0.0311385 | val_loss: 0.0311553 | Time: 3695.59 ms [2022-04-10 17:56:19 main:574] : INFO : Epoch 1633 | loss: 0.0311387 | val_loss: 0.0311556 | Time: 3458.55 ms [2022-04-10 17:56:23 main:574] : INFO : Epoch 1634 | loss: 0.0311386 | val_loss: 0.0311543 | Time: 3621.54 ms [2022-04-10 17:56:26 main:574] : INFO : Epoch 1635 | loss: 0.0311392 | val_loss: 0.0311572 | Time: 3428.43 ms [2022-04-10 17:56:30 main:574] : INFO : Epoch 1636 | loss: 0.0311408 | val_loss: 0.0311567 | Time: 3428.2 ms [2022-04-10 17:56:33 main:574] : INFO : Epoch 1637 | loss: 0.03114 | val_loss: 0.0311552 | Time: 3467.9 ms [2022-04-10 17:56:36 main:574] : INFO : Epoch 1638 | loss: 0.0311405 | val_loss: 0.0311567 | Time: 3261.43 ms [2022-04-10 17:56:39 main:574] : INFO : Epoch 1639 | loss: 0.0311422 | val_loss: 0.0311554 | Time: 3172.8 ms [2022-04-10 17:56:43 main:574] : INFO : Epoch 1640 | loss: 0.0311421 | val_loss: 0.0311591 | Time: 3357.08 ms [2022-04-10 17:56:46 main:574] : INFO : Epoch 1641 | loss: 0.0311418 | val_loss: 0.0311556 | Time: 3385.08 ms [2022-04-10 17:56:49 main:574] : INFO : Epoch 1642 | loss: 0.0311407 | val_loss: 0.0311558 | Time: 3144.68 ms [2022-04-10 17:56:53 main:574] : INFO : Epoch 1643 | loss: 0.0311395 | val_loss: 0.0311559 | Time: 3320.19 ms [2022-04-10 17:56:56 main:574] : INFO : Epoch 1644 | loss: 0.0311383 | val_loss: 0.0311621 | Time: 3368.37 ms [2022-04-10 17:57:00 main:574] : INFO : Epoch 1645 | loss: 0.0311384 | val_loss: 0.0311548 | Time: 3617.25 ms [2022-04-10 17:57:03 main:574] : INFO : Epoch 1646 | loss: 0.0311407 | val_loss: 0.0311578 | Time: 3759 ms [2022-04-10 17:57:07 main:574] : INFO : Epoch 1647 | loss: 0.031141 | val_loss: 0.0311579 | Time: 3672.6 ms [2022-04-10 17:57:11 main:574] : INFO : Epoch 1648 | loss: 0.0311402 | val_loss: 0.0311584 | Time: 3715.54 ms [2022-04-10 17:57:14 main:574] : INFO : Epoch 1649 | loss: 0.0311369 | val_loss: 0.0311595 | Time: 3363.82 ms [2022-04-10 17:57:18 main:574] : INFO : Epoch 1650 | loss: 0.0311359 | val_loss: 0.0311575 | Time: 3754.37 ms [2022-04-10 17:57:22 main:574] : INFO : Epoch 1651 | loss: 0.0311371 | val_loss: 0.0311587 | Time: 3965.42 ms [2022-04-10 17:57:25 main:574] : INFO : Epoch 1652 | loss: 0.0311351 | val_loss: 0.0311571 | Time: 3441.59 ms [2022-04-10 17:57:29 main:574] : INFO : Epoch 1653 | loss: 0.031134 | val_loss: 0.0311581 | Time: 3358.65 ms [2022-04-10 17:57:32 main:574] : INFO : Epoch 1654 | loss: 0.0311353 | val_loss: 0.0311561 | Time: 3317.01 ms [2022-04-10 17:57:35 main:574] : INFO : Epoch 1655 | loss: 0.0311392 | val_loss: 0.0311541 | Time: 3394.83 ms [2022-04-10 17:57:39 main:574] : INFO : Epoch 1656 | loss: 0.0311401 | val_loss: 0.0311536 | Time: 3907.82 ms [2022-04-10 17:57:43 main:574] : INFO : Epoch 1657 | loss: 0.0311435 | val_loss: 0.0311548 | Time: 3514.66 ms [2022-04-10 17:57:46 main:574] : INFO : Epoch 1658 | loss: 0.0311429 | val_loss: 0.0311577 | Time: 3137.86 ms [2022-04-10 17:57:49 main:574] : INFO : Epoch 1659 | loss: 0.0311411 | val_loss: 0.0311552 | Time: 3099.1 ms [2022-04-10 17:57:53 main:574] : INFO : Epoch 1660 | loss: 0.0311431 | val_loss: 0.0311585 | Time: 3423.81 ms [2022-04-10 17:57:56 main:574] : INFO : Epoch 1661 | loss: 0.031148 | val_loss: 0.0311584 | Time: 3442.96 ms [2022-04-10 17:58:00 main:574] : INFO : Epoch 1662 | loss: 0.0311478 | val_loss: 0.0311573 | Time: 3835.6 ms [2022-04-10 17:58:03 main:574] : INFO : Epoch 1663 | loss: 0.0311461 | val_loss: 0.0311556 | Time: 3416.85 ms [2022-04-10 17:58:06 main:574] : INFO : Epoch 1664 | loss: 0.031144 | val_loss: 0.0311576 | Time: 3230.75 ms [2022-04-10 17:58:10 main:574] : INFO : Epoch 1665 | loss: 0.0311438 | val_loss: 0.0311576 | Time: 3810.73 ms [2022-04-10 17:58:13 main:574] : INFO : Epoch 1666 | loss: 0.0311446 | val_loss: 0.0311559 | Time: 3227.18 ms [2022-04-10 17:58:17 main:574] : INFO : Epoch 1667 | loss: 0.0311443 | val_loss: 0.0311541 | Time: 3632.75 ms [2022-04-10 17:58:21 main:574] : INFO : Epoch 1668 | loss: 0.0311426 | val_loss: 0.0311588 | Time: 3677.83 ms [2022-04-10 17:58:24 main:574] : INFO : Epoch 1669 | loss: 0.0311438 | val_loss: 0.0311603 | Time: 3409.94 ms [2022-04-10 17:58:28 main:574] : INFO : Epoch 1670 | loss: 0.031143 | val_loss: 0.0311566 | Time: 3684.48 ms [2022-04-10 17:58:31 main:574] : INFO : Epoch 1671 | loss: 0.0311412 | val_loss: 0.0311593 | Time: 3344.28 ms [2022-04-10 17:58:34 main:574] : INFO : Epoch 1672 | loss: 0.0311414 | val_loss: 0.0311584 | Time: 3108.33 ms [2022-04-10 17:58:38 main:574] : INFO : Epoch 1673 | loss: 0.0311428 | val_loss: 0.0311568 | Time: 3531.17 ms [2022-04-10 17:58:42 main:574] : INFO : Epoch 1674 | loss: 0.0311427 | val_loss: 0.0311591 | Time: 3681.14 ms [2022-04-10 17:58:45 main:574] : INFO : Epoch 1675 | loss: 0.0311436 | val_loss: 0.0311584 | Time: 3469.75 ms [2022-04-10 17:58:49 main:574] : INFO : Epoch 1676 | loss: 0.0311424 | val_loss: 0.0311577 | Time: 3496.63 ms [2022-04-10 17:58:52 main:574] : INFO : Epoch 1677 | loss: 0.0311426 | val_loss: 0.0311578 | Time: 3714.14 ms [2022-04-10 17:58:56 main:574] : INFO : Epoch 1678 | loss: 0.0311411 | val_loss: 0.0311608 | Time: 3389.53 ms [2022-04-10 17:58:59 main:574] : INFO : Epoch 1679 | loss: 0.0311402 | val_loss: 0.0311572 | Time: 3034.08 ms [2022-04-10 17:59:02 main:574] : INFO : Epoch 1680 | loss: 0.0311396 | val_loss: 0.0311582 | Time: 3568.95 ms [2022-04-10 17:59:06 main:574] : INFO : Epoch 1681 | loss: 0.0311407 | val_loss: 0.0311643 | Time: 3648.59 ms [2022-04-10 17:59:10 main:574] : INFO : Epoch 1682 | loss: 0.0311425 | val_loss: 0.0311596 | Time: 3609.82 ms [2022-04-10 17:59:13 main:574] : INFO : Epoch 1683 | loss: 0.0311414 | val_loss: 0.0311617 | Time: 3212.77 ms [2022-04-10 17:59:16 main:574] : INFO : Epoch 1684 | loss: 0.0311416 | val_loss: 0.0311602 | Time: 3558.56 ms [2022-04-10 17:59:20 main:574] : INFO : Epoch 1685 | loss: 0.0311403 | val_loss: 0.031161 | Time: 3366.51 ms [2022-04-10 17:59:23 main:574] : INFO : Epoch 1686 | loss: 0.0311409 | val_loss: 0.0311583 | Time: 3434.6 ms [2022-04-10 17:59:26 main:574] : INFO : Epoch 1687 | loss: 0.0311401 | val_loss: 0.0311594 | Time: 3226.54 ms [2022-04-10 17:59:30 main:574] : INFO : Epoch 1688 | loss: 0.0311406 | val_loss: 0.0311636 | Time: 3629.74 ms [2022-04-10 17:59:34 main:574] : INFO : Epoch 1689 | loss: 0.0311498 | val_loss: 0.0311613 | Time: 3649.86 ms [2022-04-10 17:59:37 main:574] : INFO : Epoch 1690 | loss: 0.0311468 | val_loss: 0.0311622 | Time: 3403.64 ms [2022-04-10 17:59:40 main:574] : INFO : Epoch 1691 | loss: 0.0311462 | val_loss: 0.0311608 | Time: 3283.4 ms [2022-04-10 17:59:44 main:574] : INFO : Epoch 1692 | loss: 0.031144 | val_loss: 0.03116 | Time: 3215.35 ms [2022-04-10 17:59:47 main:574] : INFO : Epoch 1693 | loss: 0.0311432 | val_loss: 0.0311635 | Time: 3359.53 ms [2022-04-10 17:59:51 main:574] : INFO : Epoch 1694 | loss: 0.0311432 | val_loss: 0.0311627 | Time: 3670.86 ms [2022-04-10 17:59:54 main:574] : INFO : Epoch 1695 | loss: 0.0311417 | val_loss: 0.0311611 | Time: 3437.1 ms [2022-04-10 17:59:58 main:574] : INFO : Epoch 1696 | loss: 0.0311419 | val_loss: 0.0311619 | Time: 3652.97 ms [2022-04-10 18:00:01 main:574] : INFO : Epoch 1697 | loss: 0.0311436 | val_loss: 0.0311587 | Time: 3656.27 ms [2022-04-10 18:00:05 main:574] : INFO : Epoch 1698 | loss: 0.0311427 | val_loss: 0.0311608 | Time: 3462.21 ms [2022-04-10 18:00:08 main:574] : INFO : Epoch 1699 | loss: 0.0311434 | val_loss: 0.0311595 | Time: 3459.45 ms [2022-04-10 18:00:12 main:574] : INFO : Epoch 1700 | loss: 0.0311455 | val_loss: 0.0311595 | Time: 3657.25 ms [2022-04-10 18:00:16 main:574] : INFO : Epoch 1701 | loss: 0.0311423 | val_loss: 0.0311562 | Time: 3761.66 ms [2022-04-10 18:00:19 main:574] : INFO : Epoch 1702 | loss: 0.0311399 | val_loss: 0.0311554 | Time: 3623.72 ms [2022-04-10 18:00:23 main:574] : INFO : Epoch 1703 | loss: 0.0311405 | val_loss: 0.0311554 | Time: 3357.66 ms [2022-04-10 18:00:26 main:574] : INFO : Epoch 1704 | loss: 0.0311401 | val_loss: 0.0311568 | Time: 3068.92 ms [2022-04-10 18:00:29 main:574] : INFO : Epoch 1705 | loss: 0.0311422 | val_loss: 0.031157 | Time: 3204.59 ms [2022-04-10 18:00:32 main:574] : INFO : Epoch 1706 | loss: 0.0311407 | val_loss: 0.0311561 | Time: 3414.37 ms [2022-04-10 18:00:36 main:574] : INFO : Epoch 1707 | loss: 0.031139 | val_loss: 0.0311606 | Time: 3460.66 ms [2022-04-10 18:00:40 main:574] : INFO : Epoch 1708 | loss: 0.0311383 | val_loss: 0.0311586 | Time: 3756.36 ms [2022-04-10 18:00:43 main:574] : INFO : Epoch 1709 | loss: 0.0311398 | val_loss: 0.0311573 | Time: 3391.19 ms [2022-04-10 18:00:46 main:574] : INFO : Epoch 1710 | loss: 0.0311389 | val_loss: 0.031165 | Time: 3224.1 ms [2022-04-10 18:00:50 main:574] : INFO : Epoch 1711 | loss: 0.03114 | val_loss: 0.0311591 | Time: 3399.23 ms [2022-04-10 18:00:53 main:574] : INFO : Epoch 1712 | loss: 0.0311403 | val_loss: 0.0311556 | Time: 3429.64 ms [2022-04-10 18:00:57 main:574] : INFO : Epoch 1713 | loss: 0.0311389 | val_loss: 0.0311572 | Time: 3639.33 ms [2022-04-10 18:01:00 main:574] : INFO : Epoch 1714 | loss: 0.0311368 | val_loss: 0.0311574 | Time: 3482.5 ms [2022-04-10 18:01:04 main:574] : INFO : Epoch 1715 | loss: 0.0311364 | val_loss: 0.0311572 | Time: 3308.76 ms [2022-04-10 18:01:07 main:574] : INFO : Epoch 1716 | loss: 0.0311374 | val_loss: 0.0311597 | Time: 3318.19 ms [2022-04-10 18:01:10 main:574] : INFO : Epoch 1717 | loss: 0.0311378 | val_loss: 0.0311573 | Time: 3520.24 ms [2022-04-10 18:01:14 main:574] : INFO : Epoch 1718 | loss: 0.0311388 | val_loss: 0.0311572 | Time: 3230.95 ms [2022-04-10 18:01:17 main:574] : INFO : Epoch 1719 | loss: 0.0311414 | val_loss: 0.0311604 | Time: 3615.59 ms [2022-04-10 18:01:21 main:574] : INFO : Epoch 1720 | loss: 0.031139 | val_loss: 0.0311558 | Time: 3731.79 ms [2022-04-10 18:01:24 main:574] : INFO : Epoch 1721 | loss: 0.0311377 | val_loss: 0.0311555 | Time: 3548.77 ms [2022-04-10 18:01:28 main:574] : INFO : Epoch 1722 | loss: 0.0311355 | val_loss: 0.0311596 | Time: 3508.79 ms [2022-04-10 18:01:31 main:574] : INFO : Epoch 1723 | loss: 0.0311358 | val_loss: 0.0311546 | Time: 3082 ms [2022-04-10 18:01:35 main:574] : INFO : Epoch 1724 | loss: 0.0311361 | val_loss: 0.0311561 | Time: 3558.76 ms [2022-04-10 18:01:38 main:574] : INFO : Epoch 1725 | loss: 0.0311352 | val_loss: 0.0311586 | Time: 3535.92 ms [2022-04-10 18:01:42 main:574] : INFO : Epoch 1726 | loss: 0.0311365 | val_loss: 0.0311556 | Time: 3507.91 ms [2022-04-10 18:01:45 main:574] : INFO : Epoch 1727 | loss: 0.0311368 | val_loss: 0.0311573 | Time: 3525.78 ms [2022-04-10 18:01:49 main:574] : INFO : Epoch 1728 | loss: 0.0311367 | val_loss: 0.0311559 | Time: 3500.62 ms [2022-04-10 18:01:53 main:574] : INFO : Epoch 1729 | loss: 0.0311366 | val_loss: 0.0311592 | Time: 3836.35 ms [2022-04-10 18:01:56 main:574] : INFO : Epoch 1730 | loss: 0.0311385 | val_loss: 0.031155 | Time: 3828.18 ms [2022-04-10 18:02:00 main:574] : INFO : Epoch 1731 | loss: 0.0311353 | val_loss: 0.0311569 | Time: 3996.37 ms [2022-04-10 18:02:04 main:574] : INFO : Epoch 1732 | loss: 0.0311367 | val_loss: 0.0311559 | Time: 3358.66 ms [2022-04-10 18:02:07 main:574] : INFO : Epoch 1733 | loss: 0.031139 | val_loss: 0.0311545 | Time: 3305.94 ms [2022-04-10 18:02:11 main:574] : INFO : Epoch 1734 | loss: 0.0311377 | val_loss: 0.0311562 | Time: 3564.92 ms [2022-04-10 18:02:14 main:574] : INFO : Epoch 1735 | loss: 0.0311371 | val_loss: 0.0311526 | Time: 3577.9 ms [2022-04-10 18:02:18 main:574] : INFO : Epoch 1736 | loss: 0.0311373 | val_loss: 0.0311563 | Time: 3420.05 ms [2022-04-10 18:02:21 main:574] : INFO : Epoch 1737 | loss: 0.031138 | val_loss: 0.0311527 | Time: 3444.67 ms [2022-04-10 18:02:24 main:574] : INFO : Epoch 1738 | loss: 0.031138 | val_loss: 0.0311566 | Time: 3176.4 ms [2022-04-10 18:02:28 main:574] : INFO : Epoch 1739 | loss: 0.0311374 | val_loss: 0.0311564 | Time: 3455.8 ms [2022-04-10 18:02:31 main:574] : INFO : Epoch 1740 | loss: 0.031135 | val_loss: 0.0311541 | Time: 3554.72 ms [2022-04-10 18:02:35 main:574] : INFO : Epoch 1741 | loss: 0.0311359 | val_loss: 0.0311567 | Time: 3541.9 ms [2022-04-10 18:02:38 main:574] : INFO : Epoch 1742 | loss: 0.031137 | val_loss: 0.0311541 | Time: 3397.87 ms [2022-04-10 18:02:42 main:574] : INFO : Epoch 1743 | loss: 0.0311374 | val_loss: 0.0311555 | Time: 3282.71 ms [2022-04-10 18:02:45 main:574] : INFO : Epoch 1744 | loss: 0.031136 | val_loss: 0.0311568 | Time: 3123.51 ms [2022-04-10 18:02:48 main:574] : INFO : Epoch 1745 | loss: 0.0311367 | val_loss: 0.0311581 | Time: 3470.31 ms [2022-04-10 18:02:52 main:574] : INFO : Epoch 1746 | loss: 0.0311374 | val_loss: 0.0311589 | Time: 3581.03 ms [2022-04-10 18:02:55 main:574] : INFO : Epoch 1747 | loss: 0.0311359 | val_loss: 0.0311595 | Time: 3487.9 ms [2022-04-10 18:02:59 main:574] : INFO : Epoch 1748 | loss: 0.0311364 | val_loss: 0.031155 | Time: 3441.2 ms [2022-04-10 18:03:02 main:574] : INFO : Epoch 1749 | loss: 0.0311376 | val_loss: 0.0311569 | Time: 3097.76 ms [2022-04-10 18:03:05 main:574] : INFO : Epoch 1750 | loss: 0.0311367 | val_loss: 0.0311586 | Time: 3648.86 ms [2022-04-10 18:03:09 main:574] : INFO : Epoch 1751 | loss: 0.0311358 | val_loss: 0.0311567 | Time: 3670.92 ms [2022-04-10 18:03:12 main:574] : INFO : Epoch 1752 | loss: 0.0311359 | val_loss: 0.0311552 | Time: 3309.2 ms [2022-04-10 18:03:16 main:574] : INFO : Epoch 1753 | loss: 0.0311365 | val_loss: 0.0311579 | Time: 3311.81 ms [2022-04-10 18:03:19 main:574] : INFO : Epoch 1754 | loss: 0.0311363 | val_loss: 0.0311596 | Time: 3779.39 ms [2022-04-10 18:03:23 main:574] : INFO : Epoch 1755 | loss: 0.0311381 | val_loss: 0.0311581 | Time: 3376.79 ms [2022-04-10 18:03:26 main:574] : INFO : Epoch 1756 | loss: 0.0311518 | val_loss: 0.0311589 | Time: 3355.28 ms [2022-04-10 18:03:29 main:574] : INFO : Epoch 1757 | loss: 0.0311497 | val_loss: 0.0311597 | Time: 3104.13 ms [2022-04-10 18:03:33 main:574] : INFO : Epoch 1758 | loss: 0.03115 | val_loss: 0.0311588 | Time: 3567.01 ms [2022-04-10 18:03:37 main:574] : INFO : Epoch 1759 | loss: 0.0311514 | val_loss: 0.0311582 | Time: 3673.82 ms [2022-04-10 18:03:40 main:574] : INFO : Epoch 1760 | loss: 0.0311474 | val_loss: 0.0311581 | Time: 3552.44 ms [2022-04-10 18:03:44 main:574] : INFO : Epoch 1761 | loss: 0.0311444 | val_loss: 0.0311597 | Time: 3547.1 ms [2022-04-10 18:03:47 main:574] : INFO : Epoch 1762 | loss: 0.031143 | val_loss: 0.0311596 | Time: 3073.19 ms [2022-04-10 18:03:50 main:574] : INFO : Epoch 1763 | loss: 0.0311425 | val_loss: 0.0311598 | Time: 3578.68 ms [2022-04-10 18:03:54 main:574] : INFO : Epoch 1764 | loss: 0.0311414 | val_loss: 0.0311599 | Time: 3357.39 ms [2022-04-10 18:03:57 main:574] : INFO : Epoch 1765 | loss: 0.0311416 | val_loss: 0.0311608 | Time: 3557.84 ms [2022-04-10 18:04:01 main:574] : INFO : Epoch 1766 | loss: 0.0311405 | val_loss: 0.0311621 | Time: 3331.73 ms [2022-04-10 18:04:04 main:574] : INFO : Epoch 1767 | loss: 0.0311407 | val_loss: 0.0311631 | Time: 3132.16 ms [2022-04-10 18:04:07 main:574] : INFO : Epoch 1768 | loss: 0.0311415 | val_loss: 0.031159 | Time: 3201.31 ms [2022-04-10 18:04:10 main:574] : INFO : Epoch 1769 | loss: 0.0311391 | val_loss: 0.0311581 | Time: 3209.59 ms [2022-04-10 18:04:14 main:574] : INFO : Epoch 1770 | loss: 0.0311392 | val_loss: 0.0311626 | Time: 3696.42 ms [2022-04-10 18:04:18 main:574] : INFO : Epoch 1771 | loss: 0.0311414 | val_loss: 0.0311616 | Time: 3851.71 ms [2022-04-10 18:04:21 main:574] : INFO : Epoch 1772 | loss: 0.0311391 | val_loss: 0.0311581 | Time: 3533.32 ms [2022-04-10 18:04:25 main:574] : INFO : Epoch 1773 | loss: 0.0311372 | val_loss: 0.0311577 | Time: 3447.01 ms [2022-04-10 18:04:28 main:574] : INFO : Epoch 1774 | loss: 0.031138 | val_loss: 0.031157 | Time: 3568.05 ms [2022-04-10 18:04:31 main:574] : INFO : Epoch 1775 | loss: 0.0311382 | val_loss: 0.0311625 | Time: 3104.02 ms [2022-04-10 18:04:35 main:574] : INFO : Epoch 1776 | loss: 0.0311383 | val_loss: 0.0311592 | Time: 3251.12 ms [2022-04-10 18:04:38 main:574] : INFO : Epoch 1777 | loss: 0.0311386 | val_loss: 0.0311619 | Time: 3503.28 ms [2022-04-10 18:04:42 main:574] : INFO : Epoch 1778 | loss: 0.0311379 | val_loss: 0.0311598 | Time: 3707.29 ms [2022-04-10 18:04:46 main:574] : INFO : Epoch 1779 | loss: 0.0311376 | val_loss: 0.0311593 | Time: 3762.29 ms [2022-04-10 18:04:49 main:574] : INFO : Epoch 1780 | loss: 0.0311357 | val_loss: 0.0311583 | Time: 3353.28 ms [2022-04-10 18:04:52 main:574] : INFO : Epoch 1781 | loss: 0.0311359 | val_loss: 0.0311569 | Time: 3305.27 ms [2022-04-10 18:04:56 main:574] : INFO : Epoch 1782 | loss: 0.031138 | val_loss: 0.0311631 | Time: 3495.29 ms [2022-04-10 18:04:59 main:574] : INFO : Epoch 1783 | loss: 0.0311384 | val_loss: 0.0311549 | Time: 3279.99 ms [2022-04-10 18:05:02 main:574] : INFO : Epoch 1784 | loss: 0.0311367 | val_loss: 0.0311567 | Time: 3419.56 ms [2022-04-10 18:05:06 main:574] : INFO : Epoch 1785 | loss: 0.0311373 | val_loss: 0.0311552 | Time: 3298.73 ms [2022-04-10 18:05:09 main:574] : INFO : Epoch 1786 | loss: 0.0311366 | val_loss: 0.0311574 | Time: 3197.83 ms [2022-04-10 18:05:13 main:574] : INFO : Epoch 1787 | loss: 0.0311367 | val_loss: 0.0311546 | Time: 3569.63 ms [2022-04-10 18:05:16 main:574] : INFO : Epoch 1788 | loss: 0.0311384 | val_loss: 0.0311596 | Time: 3123.49 ms [2022-04-10 18:05:19 main:574] : INFO : Epoch 1789 | loss: 0.0311368 | val_loss: 0.0311568 | Time: 3376.63 ms [2022-04-10 18:05:22 main:574] : INFO : Epoch 1790 | loss: 0.0311373 | val_loss: 0.0311542 | Time: 3225.86 ms [2022-04-10 18:05:26 main:574] : INFO : Epoch 1791 | loss: 0.0311384 | val_loss: 0.0311542 | Time: 3348.87 ms [2022-04-10 18:05:29 main:574] : INFO : Epoch 1792 | loss: 0.0311389 | val_loss: 0.0311544 | Time: 3623.26 ms [2022-04-10 18:05:33 main:574] : INFO : Epoch 1793 | loss: 0.031138 | val_loss: 0.0311561 | Time: 3630.99 ms [2022-04-10 18:05:37 main:574] : INFO : Epoch 1794 | loss: 0.0311372 | val_loss: 0.0311533 | Time: 3625.59 ms [2022-04-10 18:05:40 main:574] : INFO : Epoch 1795 | loss: 0.0311364 | val_loss: 0.0311563 | Time: 3419.97 ms [2022-04-10 18:05:44 main:574] : INFO : Epoch 1796 | loss: 0.0311369 | val_loss: 0.0311547 | Time: 3594.28 ms [2022-04-10 18:05:47 main:574] : INFO : Epoch 1797 | loss: 0.0311368 | val_loss: 0.0311541 | Time: 3640.47 ms [2022-04-10 18:05:51 main:574] : INFO : Epoch 1798 | loss: 0.0311365 | val_loss: 0.0311542 | Time: 3735.18 ms [2022-04-10 18:05:54 main:574] : INFO : Epoch 1799 | loss: 0.0311371 | val_loss: 0.0311538 | Time: 3480.69 ms [2022-04-10 18:05:58 main:574] : INFO : Epoch 1800 | loss: 0.031137 | val_loss: 0.0311531 | Time: 3513.07 ms [2022-04-10 18:06:02 main:574] : INFO : Epoch 1801 | loss: 0.0311375 | val_loss: 0.0311516 | Time: 3690.25 ms [2022-04-10 18:06:05 main:574] : INFO : Epoch 1802 | loss: 0.0311364 | val_loss: 0.0311555 | Time: 3268.47 ms [2022-04-10 18:06:08 main:574] : INFO : Epoch 1803 | loss: 0.0311352 | val_loss: 0.0311555 | Time: 3481.13 ms [2022-04-10 18:06:12 main:574] : INFO : Epoch 1804 | loss: 0.0311354 | val_loss: 0.0311534 | Time: 3628.8 ms [2022-04-10 18:06:16 main:574] : INFO : Epoch 1805 | loss: 0.0311381 | val_loss: 0.0311576 | Time: 3627.15 ms [2022-04-10 18:06:19 main:574] : INFO : Epoch 1806 | loss: 0.0311396 | val_loss: 0.0311576 | Time: 3446.64 ms [2022-04-10 18:06:22 main:574] : INFO : Epoch 1807 | loss: 0.0311379 | val_loss: 0.0311574 | Time: 3172.42 ms [2022-04-10 18:06:26 main:574] : INFO : Epoch 1808 | loss: 0.0311379 | val_loss: 0.0311553 | Time: 3606.65 ms [2022-04-10 18:06:29 main:574] : INFO : Epoch 1809 | loss: 0.0311372 | val_loss: 0.031155 | Time: 3224.03 ms [2022-04-10 18:06:32 main:574] : INFO : Epoch 1810 | loss: 0.0311376 | val_loss: 0.0311592 | Time: 3326.2 ms [2022-04-10 18:06:36 main:574] : INFO : Epoch 1811 | loss: 0.031139 | val_loss: 0.0311594 | Time: 3202.69 ms [2022-04-10 18:06:39 main:574] : INFO : Epoch 1812 | loss: 0.0311392 | val_loss: 0.0311542 | Time: 3488.86 ms [2022-04-10 18:06:42 main:574] : INFO : Epoch 1813 | loss: 0.0311376 | val_loss: 0.0311566 | Time: 3352.67 ms [2022-04-10 18:06:46 main:574] : INFO : Epoch 1814 | loss: 0.0311366 | val_loss: 0.0311541 | Time: 3335.74 ms [2022-04-10 18:06:49 main:574] : INFO : Epoch 1815 | loss: 0.0311361 | val_loss: 0.0311546 | Time: 3533.69 ms [2022-04-10 18:06:53 main:574] : INFO : Epoch 1816 | loss: 0.0311355 | val_loss: 0.0311555 | Time: 3513.73 ms [2022-04-10 18:06:57 main:574] : INFO : Epoch 1817 | loss: 0.0311372 | val_loss: 0.0311552 | Time: 3791.04 ms [2022-04-10 18:07:00 main:574] : INFO : Epoch 1818 | loss: 0.0311357 | val_loss: 0.0311562 | Time: 3768.63 ms [2022-04-10 18:07:04 main:574] : INFO : Epoch 1819 | loss: 0.0311373 | val_loss: 0.031155 | Time: 3664.69 ms [2022-04-10 18:07:08 main:574] : INFO : Epoch 1820 | loss: 0.0311364 | val_loss: 0.031155 | Time: 3659.93 ms [2022-04-10 18:07:11 main:574] : INFO : Epoch 1821 | loss: 0.0311372 | val_loss: 0.0311551 | Time: 3581.62 ms [2022-04-10 18:07:15 main:574] : INFO : Epoch 1822 | loss: 0.0311376 | val_loss: 0.0311561 | Time: 3220.5 ms [2022-04-10 18:07:18 main:574] : INFO : Epoch 1823 | loss: 0.0311359 | val_loss: 0.0311567 | Time: 3229.13 ms [2022-04-10 18:07:21 main:574] : INFO : Epoch 1824 | loss: 0.0311356 | val_loss: 0.0311552 | Time: 3478.38 ms [2022-04-10 18:07:24 main:574] : INFO : Epoch 1825 | loss: 0.0311353 | val_loss: 0.0311509 | Time: 3152.15 ms [2022-04-10 18:07:28 main:574] : INFO : Epoch 1826 | loss: 0.0311335 | val_loss: 0.0311551 | Time: 3440.29 ms [2022-04-10 18:07:31 main:574] : INFO : Epoch 1827 | loss: 0.0311341 | val_loss: 0.0311537 | Time: 3236.35 ms [2022-04-10 18:07:35 main:574] : INFO : Epoch 1828 | loss: 0.0311348 | val_loss: 0.0311536 | Time: 3434.97 ms [2022-04-10 18:07:38 main:574] : INFO : Epoch 1829 | loss: 0.0311336 | val_loss: 0.0311551 | Time: 3654.06 ms [2022-04-10 18:07:42 main:574] : INFO : Epoch 1830 | loss: 0.0311342 | val_loss: 0.0311558 | Time: 3571.16 ms [2022-04-10 18:07:45 main:574] : INFO : Epoch 1831 | loss: 0.0311323 | val_loss: 0.0311531 | Time: 3149.65 ms [2022-04-10 18:07:48 main:574] : INFO : Epoch 1832 | loss: 0.0311324 | val_loss: 0.0311544 | Time: 3196.52 ms [2022-04-10 18:07:52 main:574] : INFO : Epoch 1833 | loss: 0.0311316 | val_loss: 0.0311557 | Time: 3795.37 ms [2022-04-10 18:07:55 main:574] : INFO : Epoch 1834 | loss: 0.0311337 | val_loss: 0.0311553 | Time: 3248.24 ms [2022-04-10 18:07:59 main:574] : INFO : Epoch 1835 | loss: 0.0311329 | val_loss: 0.0311533 | Time: 3415.15 ms [2022-04-10 18:08:02 main:574] : INFO : Epoch 1836 | loss: 0.0311324 | val_loss: 0.0311524 | Time: 3473.42 ms [2022-04-10 18:08:06 main:574] : INFO : Epoch 1837 | loss: 0.0311393 | val_loss: 0.0311531 | Time: 3580.88 ms [2022-04-10 18:08:09 main:574] : INFO : Epoch 1838 | loss: 0.0311436 | val_loss: 0.0311554 | Time: 3733.26 ms [2022-04-10 18:08:13 main:574] : INFO : Epoch 1839 | loss: 0.0311446 | val_loss: 0.0311595 | Time: 3358.18 ms [2022-04-10 18:08:16 main:574] : INFO : Epoch 1840 | loss: 0.0311427 | val_loss: 0.0311609 | Time: 3634.09 ms [2022-04-10 18:08:19 main:574] : INFO : Epoch 1841 | loss: 0.0311502 | val_loss: 0.0311752 | Time: 3032.23 ms [2022-04-10 18:08:23 main:574] : INFO : Epoch 1842 | loss: 0.0311545 | val_loss: 0.031172 | Time: 3361.88 ms [2022-04-10 18:08:26 main:574] : INFO : Epoch 1843 | loss: 0.0311523 | val_loss: 0.0311681 | Time: 3302.33 ms [2022-04-10 18:08:30 main:574] : INFO : Epoch 1844 | loss: 0.0311516 | val_loss: 0.0311661 | Time: 3902.29 ms [2022-04-10 18:08:33 main:574] : INFO : Epoch 1845 | loss: 0.0311485 | val_loss: 0.0311625 | Time: 3017.99 ms [2022-04-10 18:08:36 main:574] : INFO : Epoch 1846 | loss: 0.031148 | val_loss: 0.0311633 | Time: 3346.04 ms [2022-04-10 18:08:40 main:574] : INFO : Epoch 1847 | loss: 0.0311462 | val_loss: 0.0311567 | Time: 3505.77 ms [2022-04-10 18:08:43 main:574] : INFO : Epoch 1848 | loss: 0.0311423 | val_loss: 0.0311534 | Time: 3454.42 ms [2022-04-10 18:08:47 main:574] : INFO : Epoch 1849 | loss: 0.0311411 | val_loss: 0.0311584 | Time: 3343.64 ms [2022-04-10 18:08:50 main:574] : INFO : Epoch 1850 | loss: 0.0311419 | val_loss: 0.0311555 | Time: 3342.92 ms [2022-04-10 18:08:53 main:574] : INFO : Epoch 1851 | loss: 0.0311449 | val_loss: 0.0311563 | Time: 3168.27 ms [2022-04-10 18:08:57 main:574] : INFO : Epoch 1852 | loss: 0.0311406 | val_loss: 0.0311563 | Time: 3673.64 ms [2022-04-10 18:09:00 main:574] : INFO : Epoch 1853 | loss: 0.0311392 | val_loss: 0.0311565 | Time: 3181.01 ms [2022-04-10 18:09:04 main:574] : INFO : Epoch 1854 | loss: 0.0311397 | val_loss: 0.0311572 | Time: 3654.16 ms [2022-04-10 18:09:08 main:574] : INFO : Epoch 1855 | loss: 0.0311368 | val_loss: 0.0311516 | Time: 3760.24 ms [2022-04-10 18:09:11 main:574] : INFO : Epoch 1856 | loss: 0.0311362 | val_loss: 0.0311501 | Time: 3511.88 ms [2022-04-10 18:09:14 main:574] : INFO : Epoch 1857 | loss: 0.0311352 | val_loss: 0.0311515 | Time: 3225.94 ms [2022-04-10 18:09:18 main:574] : INFO : Epoch 1858 | loss: 0.0311339 | val_loss: 0.0311536 | Time: 3838.71 ms [2022-04-10 18:09:22 main:574] : INFO : Epoch 1859 | loss: 0.031136 | val_loss: 0.0311562 | Time: 3567.81 ms [2022-04-10 18:09:25 main:574] : INFO : Epoch 1860 | loss: 0.0311393 | val_loss: 0.0311532 | Time: 3535.8 ms [2022-04-10 18:09:29 main:574] : INFO : Epoch 1861 | loss: 0.0311439 | val_loss: 0.0311499 | Time: 3714.22 ms [2022-04-10 18:09:33 main:574] : INFO : Epoch 1862 | loss: 0.0311426 | val_loss: 0.0311514 | Time: 3822.47 ms [2022-04-10 18:09:36 main:574] : INFO : Epoch 1863 | loss: 0.0311421 | val_loss: 0.0311531 | Time: 3636.1 ms [2022-04-10 18:09:40 main:574] : INFO : Epoch 1864 | loss: 0.0311411 | val_loss: 0.0311517 | Time: 3620.3 ms [2022-04-10 18:09:43 main:574] : INFO : Epoch 1865 | loss: 0.0311435 | val_loss: 0.0311538 | Time: 3169.79 ms [2022-04-10 18:09:46 main:574] : INFO : Epoch 1866 | loss: 0.0311436 | val_loss: 0.0311517 | Time: 3002.94 ms [2022-04-10 18:09:50 main:574] : INFO : Epoch 1867 | loss: 0.0311421 | val_loss: 0.031151 | Time: 3701.67 ms [2022-04-10 18:09:53 main:574] : INFO : Epoch 1868 | loss: 0.0311407 | val_loss: 0.0311499 | Time: 3359.22 ms [2022-04-10 18:09:57 main:574] : INFO : Epoch 1869 | loss: 0.0311412 | val_loss: 0.0311512 | Time: 3672.05 ms [2022-04-10 18:10:01 main:574] : INFO : Epoch 1870 | loss: 0.0311398 | val_loss: 0.0311511 | Time: 3772.29 ms [2022-04-10 18:10:04 main:574] : INFO : Epoch 1871 | loss: 0.03114 | val_loss: 0.0311554 | Time: 3237.39 ms [2022-04-10 18:10:08 main:574] : INFO : Epoch 1872 | loss: 0.0311388 | val_loss: 0.0311538 | Time: 3561.9 ms [2022-04-10 18:10:11 main:574] : INFO : Epoch 1873 | loss: 0.0311377 | val_loss: 0.0311531 | Time: 3542.91 ms [2022-04-10 18:10:15 main:574] : INFO : Epoch 1874 | loss: 0.0311384 | val_loss: 0.0311555 | Time: 3756.2 ms [2022-04-10 18:10:18 main:574] : INFO : Epoch 1875 | loss: 0.0311366 | val_loss: 0.0311527 | Time: 3344.43 ms [2022-04-10 18:10:22 main:574] : INFO : Epoch 1876 | loss: 0.0311363 | val_loss: 0.0311518 | Time: 3534 ms [2022-04-10 18:10:25 main:574] : INFO : Epoch 1877 | loss: 0.0311368 | val_loss: 0.0311517 | Time: 3742.55 ms [2022-04-10 18:10:29 main:574] : INFO : Epoch 1878 | loss: 0.0311367 | val_loss: 0.0311499 | Time: 3425.88 ms [2022-04-10 18:10:32 main:574] : INFO : Epoch 1879 | loss: 0.0311352 | val_loss: 0.0311494 | Time: 3539.19 ms [2022-04-10 18:10:36 main:574] : INFO : Epoch 1880 | loss: 0.0311349 | val_loss: 0.0311522 | Time: 3407.47 ms [2022-04-10 18:10:39 main:574] : INFO : Epoch 1881 | loss: 0.0311367 | val_loss: 0.0311553 | Time: 3503.79 ms [2022-04-10 18:10:43 main:574] : INFO : Epoch 1882 | loss: 0.0311375 | val_loss: 0.0311562 | Time: 3480.01 ms [2022-04-10 18:10:46 main:574] : INFO : Epoch 1883 | loss: 0.0311382 | val_loss: 0.0311562 | Time: 3454.88 ms [2022-04-10 18:10:50 main:574] : INFO : Epoch 1884 | loss: 0.0311388 | val_loss: 0.0311549 | Time: 3684.66 ms [2022-04-10 18:10:54 main:574] : INFO : Epoch 1885 | loss: 0.0311375 | val_loss: 0.0311551 | Time: 3734.26 ms [2022-04-10 18:10:57 main:574] : INFO : Epoch 1886 | loss: 0.0311375 | val_loss: 0.031155 | Time: 3696.84 ms [2022-04-10 18:11:01 main:574] : INFO : Epoch 1887 | loss: 0.0311353 | val_loss: 0.0311522 | Time: 3707.29 ms [2022-04-10 18:11:05 main:574] : INFO : Epoch 1888 | loss: 0.0311377 | val_loss: 0.0311545 | Time: 3665.97 ms [2022-04-10 18:11:09 main:574] : INFO : Epoch 1889 | loss: 0.0311399 | val_loss: 0.0311542 | Time: 3767.37 ms [2022-04-10 18:11:12 main:574] : INFO : Epoch 1890 | loss: 0.0311403 | val_loss: 0.0311564 | Time: 3687.69 ms [2022-04-10 18:11:15 main:574] : INFO : Epoch 1891 | loss: 0.0311421 | val_loss: 0.0311569 | Time: 3207 ms [2022-04-10 18:11:19 main:574] : INFO : Epoch 1892 | loss: 0.0311407 | val_loss: 0.0311562 | Time: 3404.5 ms [2022-04-10 18:11:22 main:574] : INFO : Epoch 1893 | loss: 0.0311396 | val_loss: 0.0311569 | Time: 3388.61 ms [2022-04-10 18:11:25 main:574] : INFO : Epoch 1894 | loss: 0.0311395 | val_loss: 0.0311553 | Time: 3213.89 ms [2022-04-10 18:11:29 main:574] : INFO : Epoch 1895 | loss: 0.0311495 | val_loss: 0.0311536 | Time: 3139.96 ms [2022-04-10 18:11:32 main:574] : INFO : Epoch 1896 | loss: 0.0311475 | val_loss: 0.0311544 | Time: 3464.92 ms [2022-04-10 18:11:36 main:574] : INFO : Epoch 1897 | loss: 0.0311485 | val_loss: 0.0311563 | Time: 3527.36 ms [2022-04-10 18:11:39 main:574] : INFO : Epoch 1898 | loss: 0.0311492 | val_loss: 0.0311538 | Time: 3565.55 ms [2022-04-10 18:11:43 main:574] : INFO : Epoch 1899 | loss: 0.0311474 | val_loss: 0.031156 | Time: 3392.02 ms [2022-04-10 18:11:46 main:574] : INFO : Epoch 1900 | loss: 0.031147 | val_loss: 0.0311568 | Time: 3554.54 ms [2022-04-10 18:11:50 main:574] : INFO : Epoch 1901 | loss: 0.0311467 | val_loss: 0.0311574 | Time: 3436.82 ms [2022-04-10 18:11:53 main:574] : INFO : Epoch 1902 | loss: 0.0311472 | val_loss: 0.0311649 | Time: 3485.64 ms [2022-04-10 18:11:57 main:574] : INFO : Epoch 1903 | loss: 0.031148 | val_loss: 0.0311585 | Time: 3665.2 ms [2022-04-10 18:12:00 main:574] : INFO : Epoch 1904 | loss: 0.0311475 | val_loss: 0.0311571 | Time: 3481.43 ms [2022-04-10 18:12:04 main:574] : INFO : Epoch 1905 | loss: 0.0311486 | val_loss: 0.0311587 | Time: 3909.85 ms [2022-04-10 18:12:08 main:574] : INFO : Epoch 1906 | loss: 0.0311488 | val_loss: 0.0311571 | Time: 3574.31 ms [2022-04-10 18:12:11 main:574] : INFO : Epoch 1907 | loss: 0.0311467 | val_loss: 0.0311599 | Time: 3469.64 ms [2022-04-10 18:12:15 main:574] : INFO : Epoch 1908 | loss: 0.0311457 | val_loss: 0.0311548 | Time: 3422.8 ms [2022-04-10 18:12:18 main:574] : INFO : Epoch 1909 | loss: 0.0311434 | val_loss: 0.0311555 | Time: 3432.47 ms [2022-04-10 18:12:21 main:574] : INFO : Epoch 1910 | loss: 0.0311448 | val_loss: 0.0311668 | Time: 3143.9 ms [2022-04-10 18:12:25 main:574] : INFO : Epoch 1911 | loss: 0.0311458 | val_loss: 0.0311575 | Time: 3622.9 ms [2022-04-10 18:12:28 main:574] : INFO : Epoch 1912 | loss: 0.031156 | val_loss: 0.0312139 | Time: 3578.94 ms [2022-04-10 18:12:32 main:574] : INFO : Epoch 1913 | loss: 0.0330168 | val_loss: 0.0319382 | Time: 3466.2 ms [2022-04-10 18:12:35 main:574] : INFO : Epoch 1914 | loss: 0.0331757 | val_loss: 0.0317835 | Time: 3426.06 ms [2022-04-10 18:12:39 main:574] : INFO : Epoch 1915 | loss: 0.0316599 | val_loss: 0.0313082 | Time: 3493.79 ms [2022-04-10 18:12:43 main:574] : INFO : Epoch 1916 | loss: 0.0312311 | val_loss: 0.0311833 | Time: 3805.99 ms [2022-04-10 18:12:46 main:574] : INFO : Epoch 1917 | loss: 0.0311642 | val_loss: 0.0311579 | Time: 3526.08 ms [2022-04-10 18:12:50 main:574] : INFO : Epoch 1918 | loss: 0.0311488 | val_loss: 0.0311627 | Time: 3617.95 ms [2022-04-10 18:12:53 main:574] : INFO : Epoch 1919 | loss: 0.0311487 | val_loss: 0.0311593 | Time: 3464 ms [2022-04-10 18:12:57 main:574] : INFO : Epoch 1920 | loss: 0.0311453 | val_loss: 0.0311571 | Time: 3556.98 ms [2022-04-10 18:13:00 main:574] : INFO : Epoch 1921 | loss: 0.0311433 | val_loss: 0.0311558 | Time: 3542.45 ms [2022-04-10 18:13:04 main:574] : INFO : Epoch 1922 | loss: 0.0311422 | val_loss: 0.0311557 | Time: 3766 ms [2022-04-10 18:13:07 main:574] : INFO : Epoch 1923 | loss: 0.0311412 | val_loss: 0.0311573 | Time: 3204.83 ms [2022-04-10 18:13:11 main:574] : INFO : Epoch 1924 | loss: 0.0311405 | val_loss: 0.0311574 | Time: 3522.35 ms [2022-04-10 18:13:14 main:574] : INFO : Epoch 1925 | loss: 0.0311405 | val_loss: 0.0311548 | Time: 3439.84 ms [2022-04-10 18:13:18 main:574] : INFO : Epoch 1926 | loss: 0.0311396 | val_loss: 0.0311556 | Time: 3431.51 ms [2022-04-10 18:13:22 main:574] : INFO : Epoch 1927 | loss: 0.0311394 | val_loss: 0.0311561 | Time: 4181.8 ms [2022-04-10 18:13:26 main:574] : INFO : Epoch 1928 | loss: 0.0311389 | val_loss: 0.0311565 | Time: 3748.58 ms [2022-04-10 18:13:29 main:574] : INFO : Epoch 1929 | loss: 0.0311379 | val_loss: 0.0311563 | Time: 3569.05 ms [2022-04-10 18:13:33 main:574] : INFO : Epoch 1930 | loss: 0.0311375 | val_loss: 0.0311548 | Time: 3734.61 ms [2022-04-10 18:13:36 main:574] : INFO : Epoch 1931 | loss: 0.0311373 | val_loss: 0.0311547 | Time: 3351.42 ms [2022-04-10 18:13:40 main:574] : INFO : Epoch 1932 | loss: 0.0311364 | val_loss: 0.0311541 | Time: 3541.88 ms [2022-04-10 18:13:43 main:574] : INFO : Epoch 1933 | loss: 0.031137 | val_loss: 0.0311558 | Time: 3624.78 ms [2022-04-10 18:13:47 main:574] : INFO : Epoch 1934 | loss: 0.0311364 | val_loss: 0.0311562 | Time: 3290.21 ms [2022-04-10 18:13:50 main:574] : INFO : Epoch 1935 | loss: 0.0311359 | val_loss: 0.0311556 | Time: 3653.14 ms [2022-04-10 18:13:54 main:574] : INFO : Epoch 1936 | loss: 0.0311369 | val_loss: 0.0311552 | Time: 3412.16 ms [2022-04-10 18:13:57 main:574] : INFO : Epoch 1937 | loss: 0.0311358 | val_loss: 0.0311527 | Time: 3395.59 ms [2022-04-10 18:14:01 main:574] : INFO : Epoch 1938 | loss: 0.0311355 | val_loss: 0.0311545 | Time: 3615.35 ms [2022-04-10 18:14:04 main:574] : INFO : Epoch 1939 | loss: 0.0311365 | val_loss: 0.0311526 | Time: 3322.78 ms [2022-04-10 18:14:08 main:574] : INFO : Epoch 1940 | loss: 0.0311369 | val_loss: 0.0311532 | Time: 3547.29 ms [2022-04-10 18:14:11 main:574] : INFO : Epoch 1941 | loss: 0.0311373 | val_loss: 0.0311541 | Time: 3489.19 ms [2022-04-10 18:14:15 main:574] : INFO : Epoch 1942 | loss: 0.0311378 | val_loss: 0.0311561 | Time: 3666.2 ms [2022-04-10 18:14:19 main:574] : INFO : Epoch 1943 | loss: 0.0311385 | val_loss: 0.0311586 | Time: 3730.97 ms [2022-04-10 18:14:22 main:574] : INFO : Epoch 1944 | loss: 0.0311417 | val_loss: 0.0311525 | Time: 3760.16 ms [2022-04-10 18:14:26 main:574] : INFO : Epoch 1945 | loss: 0.0311401 | val_loss: 0.0311588 | Time: 3523.19 ms [2022-04-10 18:14:29 main:574] : INFO : Epoch 1946 | loss: 0.0311381 | val_loss: 0.0311542 | Time: 3247.99 ms [2022-04-10 18:14:33 main:574] : INFO : Epoch 1947 | loss: 0.0311371 | val_loss: 0.0311544 | Time: 3715.6 ms [2022-04-10 18:14:36 main:574] : INFO : Epoch 1948 | loss: 0.0311372 | val_loss: 0.0311541 | Time: 3423.46 ms [2022-04-10 18:14:40 main:574] : INFO : Epoch 1949 | loss: 0.0311387 | val_loss: 0.0311546 | Time: 3274.08 ms [2022-04-10 18:14:43 main:574] : INFO : Epoch 1950 | loss: 0.0311374 | val_loss: 0.0311545 | Time: 3845.05 ms [2022-04-10 18:14:47 main:574] : INFO : Epoch 1951 | loss: 0.0311366 | val_loss: 0.0311509 | Time: 3512.23 ms [2022-04-10 18:14:50 main:574] : INFO : Epoch 1952 | loss: 0.0311357 | val_loss: 0.0311528 | Time: 3208.55 ms [2022-04-10 18:14:53 main:574] : INFO : Epoch 1953 | loss: 0.0311345 | val_loss: 0.0311545 | Time: 3210.21 ms [2022-04-10 18:14:57 main:574] : INFO : Epoch 1954 | loss: 0.0311386 | val_loss: 0.031154 | Time: 3415.14 ms [2022-04-10 18:15:00 main:574] : INFO : Epoch 1955 | loss: 0.031138 | val_loss: 0.0311517 | Time: 3257.23 ms [2022-04-10 18:15:03 main:574] : INFO : Epoch 1956 | loss: 0.0311377 | val_loss: 0.0311549 | Time: 3388.9 ms [2022-04-10 18:15:07 main:574] : INFO : Epoch 1957 | loss: 0.0311387 | val_loss: 0.0311548 | Time: 3282.58 ms [2022-04-10 18:15:10 main:574] : INFO : Epoch 1958 | loss: 0.0311371 | val_loss: 0.0311539 | Time: 3314.85 ms [2022-04-10 18:15:14 main:574] : INFO : Epoch 1959 | loss: 0.0311371 | val_loss: 0.0311542 | Time: 3705.16 ms [2022-04-10 18:15:17 main:574] : INFO : Epoch 1960 | loss: 0.0311367 | val_loss: 0.031154 | Time: 3399.39 ms [2022-04-10 18:15:21 main:574] : INFO : Epoch 1961 | loss: 0.0311364 | val_loss: 0.0311536 | Time: 3461.79 ms [2022-04-10 18:15:24 main:574] : INFO : Epoch 1962 | loss: 0.0311371 | val_loss: 0.0311554 | Time: 3616.17 ms [2022-04-10 18:15:28 main:574] : INFO : Epoch 1963 | loss: 0.031135 | val_loss: 0.0311563 | Time: 3491.13 ms [2022-04-10 18:15:31 main:574] : INFO : Epoch 1964 | loss: 0.0311355 | val_loss: 0.0311624 | Time: 3021.66 ms [2022-04-10 18:15:34 main:574] : INFO : Epoch 1965 | loss: 0.0311352 | val_loss: 0.0311554 | Time: 3253.15 ms [2022-04-10 18:15:38 main:574] : INFO : Epoch 1966 | loss: 0.0311385 | val_loss: 0.0311549 | Time: 3894.02 ms [2022-04-10 18:15:42 main:574] : INFO : Epoch 1967 | loss: 0.0311391 | val_loss: 0.0311554 | Time: 3976.07 ms [2022-04-10 18:15:45 main:574] : INFO : Epoch 1968 | loss: 0.0311397 | val_loss: 0.031156 | Time: 3344.66 ms [2022-04-10 18:15:49 main:574] : INFO : Epoch 1969 | loss: 0.0311363 | val_loss: 0.0311553 | Time: 3534.81 ms [2022-04-10 18:15:53 main:574] : INFO : Epoch 1970 | loss: 0.0311354 | val_loss: 0.0311556 | Time: 3762.62 ms [2022-04-10 18:15:56 main:574] : INFO : Epoch 1971 | loss: 0.0311337 | val_loss: 0.0311568 | Time: 3229.29 ms [2022-04-10 18:16:00 main:574] : INFO : Epoch 1972 | loss: 0.0311329 | val_loss: 0.0311562 | Time: 3721.24 ms [2022-04-10 18:16:03 main:574] : INFO : Epoch 1973 | loss: 0.0311335 | val_loss: 0.0311585 | Time: 3564.35 ms [2022-04-10 18:16:07 main:574] : INFO : Epoch 1974 | loss: 0.0311344 | val_loss: 0.031156 | Time: 3474.65 ms [2022-04-10 18:16:10 main:574] : INFO : Epoch 1975 | loss: 0.031136 | val_loss: 0.0311548 | Time: 3514.56 ms [2022-04-10 18:16:14 main:574] : INFO : Epoch 1976 | loss: 0.0311358 | val_loss: 0.0311562 | Time: 3601.72 ms [2022-04-10 18:16:17 main:574] : INFO : Epoch 1977 | loss: 0.0311375 | val_loss: 0.0311543 | Time: 3511.03 ms [2022-04-10 18:16:21 main:574] : INFO : Epoch 1978 | loss: 0.0311357 | val_loss: 0.0311547 | Time: 3657.6 ms [2022-04-10 18:16:24 main:574] : INFO : Epoch 1979 | loss: 0.031135 | val_loss: 0.0311517 | Time: 3382.75 ms [2022-04-10 18:16:28 main:574] : INFO : Epoch 1980 | loss: 0.0311339 | val_loss: 0.0311554 | Time: 3428.96 ms [2022-04-10 18:16:31 main:574] : INFO : Epoch 1981 | loss: 0.0311345 | val_loss: 0.0311516 | Time: 3800.16 ms [2022-04-10 18:16:35 main:574] : INFO : Epoch 1982 | loss: 0.0311332 | val_loss: 0.0311523 | Time: 3270.56 ms [2022-04-10 18:16:38 main:574] : INFO : Epoch 1983 | loss: 0.0311313 | val_loss: 0.031149 | Time: 3382.91 ms [2022-04-10 18:16:42 main:574] : INFO : Epoch 1984 | loss: 0.0311323 | val_loss: 0.0311527 | Time: 3735.25 ms [2022-04-10 18:16:45 main:574] : INFO : Epoch 1985 | loss: 0.0311318 | val_loss: 0.0311491 | Time: 3056.75 ms [2022-04-10 18:16:48 main:574] : INFO : Epoch 1986 | loss: 0.0311319 | val_loss: 0.0311523 | Time: 3219.63 ms [2022-04-10 18:16:52 main:574] : INFO : Epoch 1987 | loss: 0.031131 | val_loss: 0.0311538 | Time: 3372.39 ms [2022-04-10 18:16:55 main:574] : INFO : Epoch 1988 | loss: 0.0311301 | val_loss: 0.0311547 | Time: 3247.02 ms [2022-04-10 18:16:58 main:574] : INFO : Epoch 1989 | loss: 0.0311308 | val_loss: 0.0311531 | Time: 3596.78 ms [2022-04-10 18:17:02 main:574] : INFO : Epoch 1990 | loss: 0.0311311 | val_loss: 0.0311509 | Time: 3522.48 ms [2022-04-10 18:17:06 main:574] : INFO : Epoch 1991 | loss: 0.0311317 | val_loss: 0.0311543 | Time: 3650 ms [2022-04-10 18:17:09 main:574] : INFO : Epoch 1992 | loss: 0.031135 | val_loss: 0.0311547 | Time: 3160.67 ms [2022-04-10 18:17:12 main:574] : INFO : Epoch 1993 | loss: 0.0311325 | val_loss: 0.0311527 | Time: 3575.91 ms [2022-04-10 18:17:16 main:574] : INFO : Epoch 1994 | loss: 0.0311312 | val_loss: 0.031156 | Time: 3386.17 ms [2022-04-10 18:17:19 main:574] : INFO : Epoch 1995 | loss: 0.0311302 | val_loss: 0.031155 | Time: 3437.79 ms [2022-04-10 18:17:23 main:574] : INFO : Epoch 1996 | loss: 0.0311308 | val_loss: 0.031155 | Time: 3496.32 ms [2022-04-10 18:17:26 main:574] : INFO : Epoch 1997 | loss: 0.03113 | val_loss: 0.0311546 | Time: 3809.67 ms [2022-04-10 18:17:30 main:574] : INFO : Epoch 1998 | loss: 0.0311288 | val_loss: 0.0311551 | Time: 3637.12 ms [2022-04-10 18:17:34 main:574] : INFO : Epoch 1999 | loss: 0.0311291 | val_loss: 0.0311555 | Time: 3617.51 ms [2022-04-10 18:17:37 main:574] : INFO : Epoch 2000 | loss: 0.0311308 | val_loss: 0.0311589 | Time: 3541.63 ms [2022-04-10 18:17:40 main:574] : INFO : Epoch 2001 | loss: 0.0311289 | val_loss: 0.0311587 | Time: 3186.57 ms [2022-04-10 18:17:44 main:574] : INFO : Epoch 2002 | loss: 0.0311303 | val_loss: 0.0311608 | Time: 3447.71 ms [2022-04-10 18:17:48 main:574] : INFO : Epoch 2003 | loss: 0.0311304 | val_loss: 0.0311587 | Time: 3683.84 ms [2022-04-10 18:17:51 main:574] : INFO : Epoch 2004 | loss: 0.0311306 | val_loss: 0.0311561 | Time: 3348.87 ms [2022-04-10 18:17:55 main:574] : INFO : Epoch 2005 | loss: 0.0311296 | val_loss: 0.0311541 | Time: 3600.26 ms [2022-04-10 18:17:58 main:574] : INFO : Epoch 2006 | loss: 0.0311283 | val_loss: 0.0311554 | Time: 3635.13 ms [2022-04-10 18:18:02 main:574] : INFO : Epoch 2007 | loss: 0.0311287 | val_loss: 0.0311558 | Time: 3658.86 ms [2022-04-10 18:18:05 main:574] : INFO : Epoch 2008 | loss: 0.0311295 | val_loss: 0.0311577 | Time: 3375.65 ms [2022-04-10 18:18:09 main:574] : INFO : Epoch 2009 | loss: 0.0311292 | val_loss: 0.0311548 | Time: 3563.89 ms [2022-04-10 18:18:12 main:574] : INFO : Epoch 2010 | loss: 0.0311297 | val_loss: 0.0311609 | Time: 3481.53 ms [2022-04-10 18:18:15 main:574] : INFO : Epoch 2011 | loss: 0.0311338 | val_loss: 0.0311567 | Time: 3242.38 ms [2022-04-10 18:18:19 main:574] : INFO : Epoch 2012 | loss: 0.0311391 | val_loss: 0.0311562 | Time: 3783.97 ms [2022-04-10 18:18:22 main:574] : INFO : Epoch 2013 | loss: 0.0311389 | val_loss: 0.0311594 | Time: 3132.01 ms [2022-04-10 18:18:26 main:574] : INFO : Epoch 2014 | loss: 0.0311396 | val_loss: 0.0311572 | Time: 3505.07 ms [2022-04-10 18:18:29 main:574] : INFO : Epoch 2015 | loss: 0.0311376 | val_loss: 0.0311626 | Time: 3391.56 ms [2022-04-10 18:18:33 main:574] : INFO : Epoch 2016 | loss: 0.0311369 | val_loss: 0.031161 | Time: 3616.1 ms [2022-04-10 18:18:37 main:574] : INFO : Epoch 2017 | loss: 0.031139 | val_loss: 0.0311602 | Time: 4184.23 ms [2022-04-10 18:18:41 main:574] : INFO : Epoch 2018 | loss: 0.031137 | val_loss: 0.0311569 | Time: 3541.18 ms [2022-04-10 18:18:44 main:574] : INFO : Epoch 2019 | loss: 0.0311388 | val_loss: 0.0311605 | Time: 3550.96 ms [2022-04-10 18:18:47 main:574] : INFO : Epoch 2020 | loss: 0.0311377 | val_loss: 0.0311574 | Time: 3196.32 ms [2022-04-10 18:18:51 main:574] : INFO : Epoch 2021 | loss: 0.0311371 | val_loss: 0.0311585 | Time: 3254.38 ms [2022-04-10 18:18:54 main:574] : INFO : Epoch 2022 | loss: 0.0311376 | val_loss: 0.0311606 | Time: 3262.1 ms [2022-04-10 18:18:57 main:574] : INFO : Epoch 2023 | loss: 0.0311363 | val_loss: 0.0311565 | Time: 3464.74 ms [2022-04-10 18:19:01 main:574] : INFO : Epoch 2024 | loss: 0.0311349 | val_loss: 0.0311582 | Time: 3435.89 ms [2022-04-10 18:19:04 main:574] : INFO : Epoch 2025 | loss: 0.0311344 | val_loss: 0.0311577 | Time: 3474.64 ms [2022-04-10 18:19:07 main:574] : INFO : Epoch 2026 | loss: 0.0311344 | val_loss: 0.0311626 | Time: 3023.65 ms [2022-04-10 18:19:11 main:574] : INFO : Epoch 2027 | loss: 0.0311367 | val_loss: 0.031155 | Time: 3833.99 ms [2022-04-10 18:19:15 main:574] : INFO : Epoch 2028 | loss: 0.0311388 | val_loss: 0.031162 | Time: 3387.8 ms [2022-04-10 18:19:18 main:574] : INFO : Epoch 2029 | loss: 0.0311375 | val_loss: 0.031157 | Time: 3386.9 ms [2022-04-10 18:19:21 main:574] : INFO : Epoch 2030 | loss: 0.0311368 | val_loss: 0.0311583 | Time: 3450.14 ms [2022-04-10 18:19:25 main:574] : INFO : Epoch 2031 | loss: 0.0311343 | val_loss: 0.0311584 | Time: 3499.02 ms [2022-04-10 18:19:28 main:574] : INFO : Epoch 2032 | loss: 0.0311347 | val_loss: 0.0311616 | Time: 3474.63 ms [2022-04-10 18:19:32 main:574] : INFO : Epoch 2033 | loss: 0.0311334 | val_loss: 0.0311614 | Time: 3432.89 ms [2022-04-10 18:19:35 main:574] : INFO : Epoch 2034 | loss: 0.0311343 | val_loss: 0.0311571 | Time: 3553.41 ms [2022-04-10 18:19:39 main:574] : INFO : Epoch 2035 | loss: 0.0311327 | val_loss: 0.0311564 | Time: 3611.81 ms [2022-04-10 18:19:43 main:574] : INFO : Epoch 2036 | loss: 0.0311327 | val_loss: 0.0311548 | Time: 3553.24 ms [2022-04-10 18:19:46 main:574] : INFO : Epoch 2037 | loss: 0.0311327 | val_loss: 0.0311577 | Time: 3669 ms [2022-04-10 18:19:50 main:574] : INFO : Epoch 2038 | loss: 0.0311319 | val_loss: 0.031156 | Time: 3401.17 ms [2022-04-10 18:19:53 main:574] : INFO : Epoch 2039 | loss: 0.0311316 | val_loss: 0.0311548 | Time: 3645.65 ms [2022-04-10 18:19:57 main:574] : INFO : Epoch 2040 | loss: 0.0311332 | val_loss: 0.0311544 | Time: 3475.31 ms [2022-04-10 18:20:00 main:574] : INFO : Epoch 2041 | loss: 0.0311339 | val_loss: 0.0311575 | Time: 3056.08 ms [2022-04-10 18:20:03 main:574] : INFO : Epoch 2042 | loss: 0.0311331 | val_loss: 0.0311558 | Time: 3619.66 ms [2022-04-10 18:20:07 main:574] : INFO : Epoch 2043 | loss: 0.0311325 | val_loss: 0.0311568 | Time: 3449.36 ms [2022-04-10 18:20:11 main:574] : INFO : Epoch 2044 | loss: 0.0311311 | val_loss: 0.0311571 | Time: 3659.01 ms [2022-04-10 18:20:14 main:574] : INFO : Epoch 2045 | loss: 0.0311331 | val_loss: 0.0311577 | Time: 3594.28 ms [2022-04-10 18:20:18 main:574] : INFO : Epoch 2046 | loss: 0.0311324 | val_loss: 0.031157 | Time: 3407.17 ms [2022-04-10 18:20:21 main:574] : INFO : Epoch 2047 | loss: 0.0311308 | val_loss: 0.0311571 | Time: 3465.4 ms [2022-04-10 18:20:24 main:574] : INFO : Epoch 2048 | loss: 0.0311318 | val_loss: 0.0311608 | Time: 3354 ms [2022-04-10 18:20:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311608 [2022-04-10 18:20:24 main:603] : INFO : Saving end state to config to file [2022-04-10 18:20:24 main:608] : INFO : Success, exiting.. 18:20:24 (2016): 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)