Task 13778745
| Name | ParityModified-1645998184-23126-3-0_0 |
| Workunit | 10863394 |
| Created | 26 Mar 2022, 1:20:09 UTC |
| Sent | 31 Mar 2022, 13:26:08 UTC |
| Report deadline | 8 Apr 2022, 13:26:08 UTC |
| Received | 1 Apr 2022, 10:15:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13155 |
| Run time | 2 hours 4 min 15 sec |
| CPU time | 1 hours 59 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311622 | val_loss: 0.0311614 | Time: 3549.63 ms
[2022-04-01 01:44:28 main:574] : INFO : Epoch 1543 | loss: 0.0311624 | val_loss: 0.0311613 | Time: 3662.35 ms
[2022-04-01 01:44:31 main:574] : INFO : Epoch 1544 | loss: 0.0311628 | val_loss: 0.0311637 | Time: 3507.66 ms
[2022-04-01 01:44:35 main:574] : INFO : Epoch 1545 | loss: 0.0311624 | val_loss: 0.0311627 | Time: 3499.27 ms
[2022-04-01 01:44:39 main:574] : INFO : Epoch 1546 | loss: 0.031162 | val_loss: 0.0311611 | Time: 3792.8 ms
[2022-04-01 01:44:42 main:574] : INFO : Epoch 1547 | loss: 0.0311613 | val_loss: 0.0311607 | Time: 3468.16 ms
[2022-04-01 01:44:46 main:574] : INFO : Epoch 1548 | loss: 0.0311624 | val_loss: 0.0311633 | Time: 3601.4 ms
[2022-04-01 01:44:49 main:574] : INFO : Epoch 1549 | loss: 0.0311623 | val_loss: 0.0311613 | Time: 3615.1 ms
[2022-04-01 01:44:53 main:574] : INFO : Epoch 1550 | loss: 0.0311613 | val_loss: 0.0311606 | Time: 3778.27 ms
[2022-04-01 01:44:57 main:574] : INFO : Epoch 1551 | loss: 0.031162 | val_loss: 0.031165 | Time: 3856.37 ms
[2022-04-01 01:45:01 main:574] : INFO : Epoch 1552 | loss: 0.0311614 | val_loss: 0.0311617 | Time: 3624.82 ms
[2022-04-01 01:45:05 main:574] : INFO : Epoch 1553 | loss: 0.031161 | val_loss: 0.0311624 | Time: 3718.07 ms
[2022-04-01 01:45:08 main:574] : INFO : Epoch 1554 | loss: 0.0311614 | val_loss: 0.0311607 | Time: 3560.13 ms
[2022-04-01 01:45:12 main:574] : INFO : Epoch 1555 | loss: 0.0311604 | val_loss: 0.0311622 | Time: 3556.64 ms
[2022-04-01 01:45:15 main:574] : INFO : Epoch 1556 | loss: 0.0311622 | val_loss: 0.0311654 | Time: 3407.54 ms
[2022-04-01 01:45:19 main:574] : INFO : Epoch 1557 | loss: 0.0311619 | val_loss: 0.0311604 | Time: 3781.04 ms
[2022-04-01 01:45:23 main:574] : INFO : Epoch 1558 | loss: 0.0311612 | val_loss: 0.0311662 | Time: 3714.95 ms
[2022-04-01 01:45:26 main:574] : INFO : Epoch 1559 | loss: 0.0311604 | val_loss: 0.0311596 | Time: 3472.19 ms
[2022-04-01 01:45:30 main:574] : INFO : Epoch 1560 | loss: 0.0311597 | val_loss: 0.0311606 | Time: 3582.14 ms
[2022-04-01 01:45:33 main:574] : INFO : Epoch 1561 | loss: 0.0311595 | val_loss: 0.0311609 | Time: 3492.85 ms
[2022-04-01 01:45:37 main:574] : INFO : Epoch 1562 | loss: 0.0311598 | val_loss: 0.0311611 | Time: 3896.48 ms
[2022-04-01 01:45:41 main:574] : INFO : Epoch 1563 | loss: 0.031159 | val_loss: 0.0311626 | Time: 3839.93 ms
[2022-04-01 01:45:45 main:574] : INFO : Epoch 1564 | loss: 0.0311595 | val_loss: 0.0311601 | Time: 3479.96 ms
[2022-04-01 01:45:48 main:574] : INFO : Epoch 1565 | loss: 0.0311598 | val_loss: 0.0311633 | Time: 3572.61 ms
[2022-04-01 01:45:52 main:574] : INFO : Epoch 1566 | loss: 0.0311603 | val_loss: 0.0311635 | Time: 3554.69 ms
[2022-04-01 01:45:56 main:574] : INFO : Epoch 1567 | loss: 0.0311594 | val_loss: 0.0311597 | Time: 3650.01 ms
[2022-04-01 01:45:59 main:574] : INFO : Epoch 1568 | loss: 0.0311591 | val_loss: 0.0311604 | Time: 3428.4 ms
[2022-04-01 01:46:03 main:574] : INFO : Epoch 1569 | loss: 0.0311587 | val_loss: 0.0311599 | Time: 3773.41 ms
[2022-04-01 01:46:07 main:574] : INFO : Epoch 1570 | loss: 0.0311578 | val_loss: 0.0311604 | Time: 3539.53 ms
[2022-04-01 01:46:10 main:574] : INFO : Epoch 1571 | loss: 0.0311595 | val_loss: 0.0311597 | Time: 3503.29 ms
[2022-04-01 01:46:14 main:574] : INFO : Epoch 1572 | loss: 0.031161 | val_loss: 0.0311595 | Time: 3446.05 ms
[2022-04-01 01:46:17 main:574] : INFO : Epoch 1573 | loss: 0.03116 | val_loss: 0.0311587 | Time: 3786.2 ms
[2022-04-01 01:46:21 main:574] : INFO : Epoch 1574 | loss: 0.03116 | val_loss: 0.0311626 | Time: 3564.71 ms
[2022-04-01 01:46:25 main:574] : INFO : Epoch 1575 | loss: 0.0311585 | val_loss: 0.0311592 | Time: 3580.76 ms
[2022-04-01 01:46:28 main:574] : INFO : Epoch 1576 | loss: 0.0311582 | val_loss: 0.0311593 | Time: 3660.05 ms
[2022-04-01 01:46:32 main:574] : INFO : Epoch 1577 | loss: 0.0311585 | val_loss: 0.031158 | Time: 3504.86 ms
[2022-04-01 01:46:36 main:574] : INFO : Epoch 1578 | loss: 0.0311602 | val_loss: 0.0311581 | Time: 3534.81 ms
[2022-04-01 01:46:39 main:574] : INFO : Epoch 1579 | loss: 0.0311581 | val_loss: 0.0311582 | Time: 3504.79 ms
[2022-04-01 01:46:43 main:574] : INFO : Epoch 1580 | loss: 0.0311579 | val_loss: 0.0311595 | Time: 3481.22 ms
[2022-04-01 01:46:46 main:574] : INFO : Epoch 1581 | loss: 0.0311602 | val_loss: 0.0311588 | Time: 3783.02 ms
[2022-04-01 01:46:50 main:574] : INFO : Epoch 1582 | loss: 0.0311611 | val_loss: 0.0311595 | Time: 3515.07 ms
[2022-04-01 01:46:54 main:574] : INFO : Epoch 1583 | loss: 0.0311579 | val_loss: 0.0311585 | Time: 3613.21 ms
[2022-04-01 01:46:58 main:574] : INFO : Epoch 1584 | loss: 0.0311577 | val_loss: 0.031159 | Time: 3816.48 ms
[2022-04-01 01:47:01 main:574] : INFO : Epoch 1585 | loss: 0.0311574 | val_loss: 0.0311598 | Time: 3596.9 ms
[2022-04-01 01:47:05 main:574] : INFO : Epoch 1586 | loss: 0.0311594 | val_loss: 0.0311632 | Time: 3470.23 ms
[2022-04-01 01:47:08 main:574] : INFO : Epoch 1587 | loss: 0.0311588 | val_loss: 0.0311577 | Time: 3670.75 ms
[2022-04-01 01:47:12 main:574] : INFO : Epoch 1588 | loss: 0.0311571 | val_loss: 0.0311634 | Time: 3461.12 ms
[2022-04-01 01:47:16 main:574] : INFO : Epoch 1589 | loss: 0.0311599 | val_loss: 0.0311612 | Time: 3588.8 ms
[2022-04-01 01:47:19 main:574] : INFO : Epoch 1590 | loss: 0.0311562 | val_loss: 0.031156 | Time: 3565.01 ms
[2022-04-01 01:47:23 main:574] : INFO : Epoch 1591 | loss: 0.0311551 | val_loss: 0.0311562 | Time: 3422.72 ms
[2022-04-01 01:47:26 main:574] : INFO : Epoch 1592 | loss: 0.0311556 | val_loss: 0.0311607 | Time: 3607.1 ms
[2022-04-01 01:47:30 main:574] : INFO : Epoch 1593 | loss: 0.0311574 | val_loss: 0.0311557 | Time: 3441.3 ms
[2022-04-01 01:47:33 main:574] : INFO : Epoch 1594 | loss: 0.031155 | val_loss: 0.031155 | Time: 3706.35 ms
[2022-04-01 01:47:37 main:574] : INFO : Epoch 1595 | loss: 0.0311534 | val_loss: 0.0311623 | Time: 3515.37 ms
[2022-04-01 01:47:41 main:574] : INFO : Epoch 1596 | loss: 0.0311579 | val_loss: 0.031154 | Time: 3583.77 ms
[2022-04-01 01:47:44 main:574] : INFO : Epoch 1597 | loss: 0.0311543 | val_loss: 0.0311548 | Time: 3413.19 ms
[2022-04-01 01:47:48 main:574] : INFO : Epoch 1598 | loss: 0.0311527 | val_loss: 0.0311542 | Time: 3875.6 ms
[2022-04-01 01:47:52 main:574] : INFO : Epoch 1599 | loss: 0.0311521 | val_loss: 0.0311544 | Time: 3546.75 ms
[2022-04-01 01:47:55 main:574] : INFO : Epoch 1600 | loss: 0.031152 | val_loss: 0.0311538 | Time: 3636.07 ms
[2022-04-01 01:47:59 main:574] : INFO : Epoch 1601 | loss: 0.0311512 | val_loss: 0.0311549 | Time: 3521.18 ms
[2022-04-01 01:48:03 main:574] : INFO : Epoch 1602 | loss: 0.0311517 | val_loss: 0.0311567 | Time: 3773.62 ms
[2022-04-01 01:48:06 main:574] : INFO : Epoch 1603 | loss: 0.031153 | val_loss: 0.0311527 | Time: 3565.48 ms
[2022-04-01 01:48:10 main:574] : INFO : Epoch 1604 | loss: 0.0311517 | val_loss: 0.0311561 | Time: 3415.76 ms
[2022-04-01 01:48:13 main:574] : INFO : Epoch 1605 | loss: 0.031152 | val_loss: 0.0311528 | Time: 3561.36 ms
[2022-04-01 01:48:17 main:574] : INFO : Epoch 1606 | loss: 0.0311512 | val_loss: 0.0311523 | Time: 3623.04 ms
[2022-04-01 01:48:21 main:574] : INFO : Epoch 1607 | loss: 0.031152 | val_loss: 0.0311607 | Time: 3577.68 ms
[2022-04-01 01:48:24 main:574] : INFO : Epoch 1608 | loss: 0.0311515 | val_loss: 0.0311514 | Time: 3495.82 ms
[2022-04-01 01:48:28 main:574] : INFO : Epoch 1609 | loss: 0.0311504 | val_loss: 0.0311521 | Time: 3921.65 ms
[2022-04-01 01:48:32 main:574] : INFO : Epoch 1610 | loss: 0.0311504 | val_loss: 0.03116 | Time: 3442.68 ms
[2022-04-01 01:48:35 main:574] : INFO : Epoch 1611 | loss: 0.0311536 | val_loss: 0.0311549 | Time: 3509.33 ms
[2022-04-01 01:48:39 main:574] : INFO : Epoch 1612 | loss: 0.0311528 | val_loss: 0.0311614 | Time: 3606.48 ms
[2022-04-01 01:48:42 main:574] : INFO : Epoch 1613 | loss: 0.0311541 | val_loss: 0.0311553 | Time: 3536.28 ms
[2022-04-01 01:48:46 main:574] : INFO : Epoch 1614 | loss: 0.0311522 | val_loss: 0.0311527 | Time: 3479.8 ms
[2022-04-01 01:48:50 main:574] : INFO : Epoch 1615 | loss: 0.0311512 | val_loss: 0.0311529 | Time: 3813.33 ms
[2022-04-01 01:48:53 main:574] : INFO : Epoch 1616 | loss: 0.0311506 | val_loss: 0.0311543 | Time: 3554.37 ms
[2022-04-01 01:48:57 main:574] : INFO : Epoch 1617 | loss: 0.0311501 | val_loss: 0.0311531 | Time: 3661.2 ms
[2022-04-01 01:49:01 main:574] : INFO : Epoch 1618 | loss: 0.0311495 | val_loss: 0.0311525 | Time: 3433.73 ms
[2022-04-01 01:49:04 main:574] : INFO : Epoch 1619 | loss: 0.0311499 | val_loss: 0.0311519 | Time: 3513.27 ms
[2022-04-01 01:49:08 main:574] : INFO : Epoch 1620 | loss: 0.0311492 | val_loss: 0.0311534 | Time: 3641.37 ms
[2022-04-01 01:49:11 main:574] : INFO : Epoch 1621 | loss: 0.0311495 | val_loss: 0.0311543 | Time: 3516.63 ms
[2022-04-01 01:49:15 main:574] : INFO : Epoch 1622 | loss: 0.031151 | val_loss: 0.0311517 | Time: 3521.08 ms
[2022-04-01 01:49:18 main:574] : INFO : Epoch 1623 | loss: 0.0311483 | val_loss: 0.0311518 | Time: 3552.66 ms
[2022-04-01 01:49:22 main:574] : INFO : Epoch 1624 | loss: 0.0311482 | val_loss: 0.0311529 | Time: 3503.27 ms
[2022-04-01 01:49:26 main:574] : INFO : Epoch 1625 | loss: 0.0311484 | val_loss: 0.0311531 | Time: 3809.74 ms
[2022-04-01 01:49:30 main:574] : INFO : Epoch 1626 | loss: 0.0311483 | val_loss: 0.0311517 | Time: 3597.58 ms
[2022-04-01 01:49:33 main:574] : INFO : Epoch 1627 | loss: 0.0311464 | val_loss: 0.0311514 | Time: 3536.12 ms
[2022-04-01 01:49:37 main:574] : INFO : Epoch 1628 | loss: 0.0311486 | val_loss: 0.0311502 | Time: 3768.36 ms
[2022-04-01 01:49:40 main:574] : INFO : Epoch 1629 | loss: 0.0311472 | val_loss: 0.0311499 | Time: 3500.86 ms
[2022-04-01 01:49:44 main:574] : INFO : Epoch 1630 | loss: 0.0311482 | val_loss: 0.0311629 | Time: 3574.71 ms
[2022-04-01 01:49:48 main:574] : INFO : Epoch 1631 | loss: 0.0311518 | val_loss: 0.031151 | Time: 3643.12 ms
[2022-04-01 01:49:51 main:574] : INFO : Epoch 1632 | loss: 0.03115 | val_loss: 0.0311497 | Time: 3480.95 ms
[2022-04-01 01:49:55 main:574] : INFO : Epoch 1633 | loss: 0.0311501 | val_loss: 0.0311554 | Time: 3509.42 ms
[2022-04-01 01:49:59 main:574] : INFO : Epoch 1634 | loss: 0.0311523 | val_loss: 0.0311551 | Time: 3652.63 ms
[2022-04-01 01:50:02 main:574] : INFO : Epoch 1635 | loss: 0.0311532 | val_loss: 0.031153 | Time: 3376.85 ms
[2022-04-01 01:50:06 main:574] : INFO : Epoch 1636 | loss: 0.0311533 | val_loss: 0.031151 | Time: 3595.51 ms
[2022-04-01 01:50:09 main:574] : INFO : Epoch 1637 | loss: 0.0311514 | val_loss: 0.0311521 | Time: 3519.18 ms
[2022-04-01 01:50:13 main:574] : INFO : Epoch 1638 | loss: 0.0311509 | val_loss: 0.0311544 | Time: 3481.29 ms
[2022-04-01 01:50:16 main:574] : INFO : Epoch 1639 | loss: 0.031152 | val_loss: 0.0311547 | Time: 3437.65 ms
[2022-04-01 01:50:20 main:574] : INFO : Epoch 1640 | loss: 0.0311529 | val_loss: 0.0311598 | Time: 3492.69 ms
[2022-04-01 01:50:23 main:574] : INFO : Epoch 1641 | loss: 0.0311503 | val_loss: 0.0311504 | Time: 3458.68 ms
[2022-04-01 01:50:27 main:574] : INFO : Epoch 1642 | loss: 0.0311485 | val_loss: 0.0311519 | Time: 3507.25 ms
[2022-04-01 01:50:30 main:574] : INFO : Epoch 1643 | loss: 0.0311484 | val_loss: 0.0311508 | Time: 3421.72 ms
[2022-04-01 01:50:34 main:574] : INFO : Epoch 1644 | loss: 0.0311476 | val_loss: 0.0311496 | Time: 3423.96 ms
[2022-04-01 01:50:37 main:574] : INFO : Epoch 1645 | loss: 0.0311482 | val_loss: 0.0311499 | Time: 3650.64 ms
[2022-04-01 01:50:41 main:574] : INFO : Epoch 1646 | loss: 0.0311468 | val_loss: 0.0311516 | Time: 3472.05 ms
[2022-04-01 01:50:44 main:574] : INFO : Epoch 1647 | loss: 0.0311469 | val_loss: 0.0311515 | Time: 3471.26 ms
[2022-04-01 01:50:48 main:574] : INFO : Epoch 1648 | loss: 0.0311454 | val_loss: 0.0311528 | Time: 3950.58 ms
[2022-04-01 01:50:52 main:574] : INFO : Epoch 1649 | loss: 0.0311462 | val_loss: 0.0311518 | Time: 3507.58 ms
[2022-04-01 01:50:55 main:574] : INFO : Epoch 1650 | loss: 0.0311462 | val_loss: 0.0311501 | Time: 3566.91 ms
[2022-04-01 01:50:59 main:574] : INFO : Epoch 1651 | loss: 0.0311517 | val_loss: 0.0311562 | Time: 3422.57 ms
[2022-04-01 01:51:03 main:574] : INFO : Epoch 1652 | loss: 0.0311475 | val_loss: 0.0311504 | Time: 3549.1 ms
[2022-04-01 01:51:06 main:574] : INFO : Epoch 1653 | loss: 0.0311472 | val_loss: 0.0311491 | Time: 3796.58 ms
[2022-04-01 01:51:10 main:574] : INFO : Epoch 1654 | loss: 0.0311476 | val_loss: 0.0311469 | Time: 3502.03 ms
[2022-04-01 01:51:13 main:574] : INFO : Epoch 1655 | loss: 0.0311456 | val_loss: 0.0311474 | Time: 3475.47 ms
[2022-04-01 01:51:17 main:574] : INFO : Epoch 1656 | loss: 0.0311466 | val_loss: 0.0311506 | Time: 3563.24 ms
[2022-04-01 01:51:21 main:574] : INFO : Epoch 1657 | loss: 0.0311478 | val_loss: 0.0311564 | Time: 3478.86 ms
[2022-04-01 01:51:24 main:574] : INFO : Epoch 1658 | loss: 0.0311478 | val_loss: 0.0311477 | Time: 3480.79 ms
[2022-04-01 01:51:28 main:574] : INFO : Epoch 1659 | loss: 0.0311489 | val_loss: 0.0311496 | Time: 3631.73 ms
[2022-04-01 01:51:31 main:574] : INFO : Epoch 1660 | loss: 0.0311461 | val_loss: 0.0311505 | Time: 3523.99 ms
[2022-04-01 01:51:35 main:574] : INFO : Epoch 1661 | loss: 0.0311517 | val_loss: 0.0311492 | Time: 3425.29 ms
[2022-04-01 01:51:38 main:574] : INFO : Epoch 1662 | loss: 0.0311452 | val_loss: 0.0311475 | Time: 3606.82 ms
[2022-04-01 01:51:42 main:574] : INFO : Epoch 1663 | loss: 0.031146 | val_loss: 0.0311635 | Time: 3556.45 ms
[2022-04-01 01:51:46 main:574] : INFO : Epoch 1664 | loss: 0.0311545 | val_loss: 0.0311459 | Time: 3449.13 ms
[2022-04-01 01:51:49 main:574] : INFO : Epoch 1665 | loss: 0.0311505 | val_loss: 0.0311577 | Time: 3433.25 ms
[2022-04-01 01:51:53 main:574] : INFO : Epoch 1666 | loss: 0.0311449 | val_loss: 0.0311505 | Time: 3530.49 ms
[2022-04-01 01:51:56 main:574] : INFO : Epoch 1667 | loss: 0.0311467 | val_loss: 0.0311482 | Time: 3441.15 ms
[2022-04-01 01:52:00 main:574] : INFO : Epoch 1668 | loss: 0.031147 | val_loss: 0.0311476 | Time: 3565.13 ms
[2022-04-01 01:52:03 main:574] : INFO : Epoch 1669 | loss: 0.0311446 | val_loss: 0.03115 | Time: 3579.61 ms
[2022-04-01 01:52:07 main:574] : INFO : Epoch 1670 | loss: 0.0311443 | val_loss: 0.0311541 | Time: 3690.9 ms
[2022-04-01 01:52:11 main:574] : INFO : Epoch 1671 | loss: 0.031146 | val_loss: 0.0311472 | Time: 3558.07 ms
[2022-04-01 01:52:14 main:574] : INFO : Epoch 1672 | loss: 0.0311452 | val_loss: 0.0311559 | Time: 3497.54 ms
[2022-04-01 01:52:18 main:574] : INFO : Epoch 1673 | loss: 0.0311476 | val_loss: 0.0311458 | Time: 3932.93 ms
[2022-04-01 01:52:22 main:574] : INFO : Epoch 1674 | loss: 0.0311449 | val_loss: 0.0311467 | Time: 3519.48 ms
[2022-04-01 01:52:25 main:574] : INFO : Epoch 1675 | loss: 0.0311465 | val_loss: 0.0311475 | Time: 3532.74 ms
[2022-04-01 01:52:29 main:574] : INFO : Epoch 1676 | loss: 0.0311472 | val_loss: 0.031147 | Time: 3602.82 ms
[2022-04-01 01:52:33 main:574] : INFO : Epoch 1677 | loss: 0.0311456 | val_loss: 0.0311534 | Time: 3530.73 ms
[2022-04-01 01:52:36 main:574] : INFO : Epoch 1678 | loss: 0.0311486 | val_loss: 0.031147 | Time: 3494.78 ms
[2022-04-01 01:52:40 main:574] : INFO : Epoch 1679 | loss: 0.0311434 | val_loss: 0.0311466 | Time: 3631.36 ms
[2022-04-01 01:52:43 main:574] : INFO : Epoch 1680 | loss: 0.0311435 | val_loss: 0.0311524 | Time: 3474.68 ms
[2022-04-01 01:52:47 main:574] : INFO : Epoch 1681 | loss: 0.0311441 | val_loss: 0.0311477 | Time: 3699.59 ms
[2022-04-01 01:52:51 main:574] : INFO : Epoch 1682 | loss: 0.0311436 | val_loss: 0.0311472 | Time: 3455.26 ms
[2022-04-01 01:52:54 main:574] : INFO : Epoch 1683 | loss: 0.0311428 | val_loss: 0.0311458 | Time: 3803.54 ms
[2022-04-01 01:52:58 main:574] : INFO : Epoch 1684 | loss: 0.0311486 | val_loss: 0.031148 | Time: 3503.52 ms
[2022-04-01 01:53:02 main:574] : INFO : Epoch 1685 | loss: 0.0311493 | val_loss: 0.0311515 | Time: 3604.3 ms
[2022-04-01 01:53:05 main:574] : INFO : Epoch 1686 | loss: 0.0311508 | val_loss: 0.0311486 | Time: 3593.46 ms
[2022-04-01 01:53:09 main:574] : INFO : Epoch 1687 | loss: 0.0311479 | val_loss: 0.0311497 | Time: 3589.61 ms
[2022-04-01 01:53:12 main:574] : INFO : Epoch 1688 | loss: 0.0311463 | val_loss: 0.0311466 | Time: 3404.03 ms
[2022-04-01 01:53:16 main:574] : INFO : Epoch 1689 | loss: 0.031147 | val_loss: 0.0311494 | Time: 3550.47 ms
[2022-04-01 01:53:19 main:574] : INFO : Epoch 1690 | loss: 0.0311462 | val_loss: 0.031148 | Time: 3485.13 ms
[2022-04-01 01:53:23 main:574] : INFO : Epoch 1691 | loss: 0.0311452 | val_loss: 0.0311461 | Time: 3550.38 ms
[2022-04-01 01:53:27 main:574] : INFO : Epoch 1692 | loss: 0.0311443 | val_loss: 0.0311465 | Time: 3767.87 ms
[2022-04-01 01:53:30 main:574] : INFO : Epoch 1693 | loss: 0.0311453 | val_loss: 0.0311467 | Time: 3442.8 ms
[2022-04-01 01:53:34 main:574] : INFO : Epoch 1694 | loss: 0.0311452 | val_loss: 0.0311486 | Time: 3764.39 ms
[2022-04-01 01:53:38 main:574] : INFO : Epoch 1695 | loss: 0.0311435 | val_loss: 0.031145 | Time: 3577.27 ms
[2022-04-01 01:53:41 main:574] : INFO : Epoch 1696 | loss: 0.0311441 | val_loss: 0.0311473 | Time: 3476.28 ms
[2022-04-01 01:53:45 main:574] : INFO : Epoch 1697 | loss: 0.0311441 | val_loss: 0.0311471 | Time: 3556.01 ms
[2022-04-01 01:53:48 main:574] : INFO : Epoch 1698 | loss: 0.0311446 | val_loss: 0.0311455 | Time: 3608.41 ms
[2022-04-01 01:53:52 main:574] : INFO : Epoch 1699 | loss: 0.031142 | val_loss: 0.031147 | Time: 3521.79 ms
[2022-04-01 01:53:56 main:574] : INFO : Epoch 1700 | loss: 0.0311453 | val_loss: 0.0311483 | Time: 3534.59 ms
[2022-04-01 01:53:59 main:574] : INFO : Epoch 1701 | loss: 0.0311461 | val_loss: 0.0311531 | Time: 3485.6 ms
[2022-04-01 01:54:03 main:574] : INFO : Epoch 1702 | loss: 0.0311456 | val_loss: 0.031146 | Time: 3750.33 ms
[2022-04-01 01:54:07 main:574] : INFO : Epoch 1703 | loss: 0.0311433 | val_loss: 0.0311453 | Time: 3584.86 ms
[2022-04-01 01:54:10 main:574] : INFO : Epoch 1704 | loss: 0.0311422 | val_loss: 0.0311454 | Time: 3649.52 ms
[2022-04-01 01:54:14 main:574] : INFO : Epoch 1705 | loss: 0.0311423 | val_loss: 0.0311445 | Time: 3700.64 ms
[2022-04-01 01:54:18 main:574] : INFO : Epoch 1706 | loss: 0.0311416 | val_loss: 0.031149 | Time: 3520.9 ms
[2022-04-01 01:54:21 main:574] : INFO : Epoch 1707 | loss: 0.0311415 | val_loss: 0.0311454 | Time: 3477.63 ms
[2022-04-01 01:54:25 main:574] : INFO : Epoch 1708 | loss: 0.0311445 | val_loss: 0.0311488 | Time: 3768.31 ms
[2022-04-01 01:54:28 main:574] : INFO : Epoch 1709 | loss: 0.0311449 | val_loss: 0.0311447 | Time: 3497.85 ms
[2022-04-01 01:54:32 main:574] : INFO : Epoch 1710 | loss: 0.0311405 | val_loss: 0.0311453 | Time: 3500.41 ms
[2022-04-01 01:54:35 main:574] : INFO : Epoch 1711 | loss: 0.031144 | val_loss: 0.0311603 | Time: 3489.69 ms
[2022-04-01 01:54:39 main:574] : INFO : Epoch 1712 | loss: 0.0311468 | val_loss: 0.0311477 | Time: 3608.53 ms
[2022-04-01 01:54:43 main:574] : INFO : Epoch 1713 | loss: 0.0311461 | val_loss: 0.0311477 | Time: 3555.66 ms
[2022-04-01 01:54:46 main:574] : INFO : Epoch 1714 | loss: 0.031145 | val_loss: 0.0311471 | Time: 3559.6 ms
[2022-04-01 01:54:50 main:574] : INFO : Epoch 1715 | loss: 0.0311447 | val_loss: 0.0311485 | Time: 3561.49 ms
[2022-04-01 01:54:54 main:574] : INFO : Epoch 1716 | loss: 0.0311433 | val_loss: 0.0311467 | Time: 3519.97 ms
[2022-04-01 01:54:57 main:574] : INFO : Epoch 1717 | loss: 0.0311406 | val_loss: 0.0311482 | Time: 3575.85 ms
[2022-04-01 01:55:01 main:574] : INFO : Epoch 1718 | loss: 0.0311414 | val_loss: 0.0311466 | Time: 3456.17 ms
[2022-04-01 01:55:04 main:574] : INFO : Epoch 1719 | loss: 0.0311427 | val_loss: 0.0311463 | Time: 3422.61 ms
[2022-04-01 01:55:08 main:574] : INFO : Epoch 1720 | loss: 0.0311432 | val_loss: 0.0311486 | Time: 3698.38 ms
[2022-04-01 01:55:11 main:574] : INFO : Epoch 1721 | loss: 0.0311412 | val_loss: 0.0311477 | Time: 3526.72 ms
[2022-04-01 01:55:15 main:574] : INFO : Epoch 1722 | loss: 0.031139 | val_loss: 0.0311494 | Time: 3525.64 ms
[2022-04-01 01:55:19 main:574] : INFO : Epoch 1723 | loss: 0.0311405 | val_loss: 0.0311516 | Time: 3501.56 ms
[2022-04-01 01:55:22 main:574] : INFO : Epoch 1724 | loss: 0.0311433 | val_loss: 0.0311546 | Time: 3465.57 ms
[2022-04-01 01:55:26 main:574] : INFO : Epoch 1725 | loss: 0.0311417 | val_loss: 0.0311478 | Time: 3450.56 ms
[2022-04-01 01:55:29 main:574] : INFO : Epoch 1726 | loss: 0.0311404 | val_loss: 0.0311599 | Time: 3594.63 ms
[2022-04-01 01:55:33 main:574] : INFO : Epoch 1727 | loss: 0.0311461 | val_loss: 0.0311464 | Time: 3544.95 ms
[2022-04-01 01:55:37 main:574] : INFO : Epoch 1728 | loss: 0.0311431 | val_loss: 0.0311524 | Time: 3986.02 ms
[2022-04-01 01:55:40 main:574] : INFO : Epoch 1729 | loss: 0.0311463 | val_loss: 0.0311756 | Time: 3499.19 ms
[2022-04-01 01:55:44 main:574] : INFO : Epoch 1730 | loss: 0.0311479 | val_loss: 0.0311489 | Time: 3461.02 ms
[2022-04-01 01:55:47 main:574] : INFO : Epoch 1731 | loss: 0.0311413 | val_loss: 0.0311471 | Time: 3582.09 ms
[2022-04-01 01:55:51 main:574] : INFO : Epoch 1732 | loss: 0.0311512 | val_loss: 0.031161 | Time: 3489.32 ms
[2022-04-01 01:55:54 main:574] : INFO : Epoch 1733 | loss: 0.0311484 | val_loss: 0.0311482 | Time: 3466.89 ms
[2022-04-01 01:55:58 main:574] : INFO : Epoch 1734 | loss: 0.0311436 | val_loss: 0.0311482 | Time: 3625.54 ms
[2022-04-01 01:56:02 main:574] : INFO : Epoch 1735 | loss: 0.0311446 | val_loss: 0.0311465 | Time: 3510.62 ms
[2022-04-01 01:56:05 main:574] : INFO : Epoch 1736 | loss: 0.0311417 | val_loss: 0.0311474 | Time: 3514.89 ms
[2022-04-01 01:56:09 main:574] : INFO : Epoch 1737 | loss: 0.0311397 | val_loss: 0.0311453 | Time: 3534.33 ms
[2022-04-01 01:56:12 main:574] : INFO : Epoch 1738 | loss: 0.0311386 | val_loss: 0.0311459 | Time: 3528.62 ms
[2022-04-01 01:56:16 main:574] : INFO : Epoch 1739 | loss: 0.0311386 | val_loss: 0.0311473 | Time: 3598.92 ms
[2022-04-01 01:56:20 main:574] : INFO : Epoch 1740 | loss: 0.0311436 | val_loss: 0.0311455 | Time: 3556.46 ms
[2022-04-01 01:56:23 main:574] : INFO : Epoch 1741 | loss: 0.0311406 | val_loss: 0.0311453 | Time: 3450.38 ms
[2022-04-01 01:56:27 main:574] : INFO : Epoch 1742 | loss: 0.0311432 | val_loss: 0.0311572 | Time: 3850.25 ms
[2022-04-01 01:56:31 main:574] : INFO : Epoch 1743 | loss: 0.0311428 | val_loss: 0.0311462 | Time: 3544.38 ms
[2022-04-01 01:56:34 main:574] : INFO : Epoch 1744 | loss: 0.0311406 | val_loss: 0.0311488 | Time: 3566.8 ms
[2022-04-01 01:56:38 main:574] : INFO : Epoch 1745 | loss: 0.0311412 | val_loss: 0.0311467 | Time: 3538.41 ms
[2022-04-01 01:56:41 main:574] : INFO : Epoch 1746 | loss: 0.0311436 | val_loss: 0.0311455 | Time: 3622.42 ms
[2022-04-01 01:56:45 main:574] : INFO : Epoch 1747 | loss: 0.0311401 | val_loss: 0.0311453 | Time: 3536.55 ms
[2022-04-01 01:56:49 main:574] : INFO : Epoch 1748 | loss: 0.0311376 | val_loss: 0.0311439 | Time: 3651.65 ms
[2022-04-01 01:56:52 main:574] : INFO : Epoch 1749 | loss: 0.0311383 | val_loss: 0.0311499 | Time: 3570.18 ms
[2022-04-01 01:57:06 main:574] : INFO : Epoch 1750 | loss: 0.03114 | val_loss: 0.0311465 | Time: 13525.7 ms
[2022-04-01 01:57:09 main:574] : INFO : Epoch 1751 | loss: 0.0311392 | val_loss: 0.0311439 | Time: 3483.15 ms
[2022-04-01 01:57:13 main:574] : INFO : Epoch 1752 | loss: 0.0311403 | val_loss: 0.0311453 | Time: 3477.62 ms
[2022-04-01 01:57:17 main:574] : INFO : Epoch 1753 | loss: 0.0311383 | val_loss: 0.0311485 | Time: 3585 ms
[2022-04-01 01:57:20 main:574] : INFO : Epoch 1754 | loss: 0.031143 | val_loss: 0.0311471 | Time: 3459.43 ms
[2022-04-01 01:57:24 main:574] : INFO : Epoch 1755 | loss: 0.0311403 | val_loss: 0.0311441 | Time: 3543.58 ms
[2022-04-01 01:57:27 main:574] : INFO : Epoch 1756 | loss: 0.0311371 | val_loss: 0.0311442 | Time: 3681.13 ms
[2022-04-01 01:57:31 main:574] : INFO : Epoch 1757 | loss: 0.0311367 | val_loss: 0.0311448 | Time: 3458.43 ms
[2022-04-01 01:57:35 main:574] : INFO : Epoch 1758 | loss: 0.031139 | val_loss: 0.0311462 | Time: 3703.62 ms
[2022-04-01 01:57:38 main:574] : INFO : Epoch 1759 | loss: 0.0311396 | val_loss: 0.0311443 | Time: 3530.8 ms
[2022-04-01 01:57:42 main:574] : INFO : Epoch 1760 | loss: 0.0311395 | val_loss: 0.0311534 | Time: 3559.78 ms
[2022-04-01 01:57:45 main:574] : INFO : Epoch 1761 | loss: 0.0311411 | val_loss: 0.0311457 | Time: 3570.91 ms
[2022-04-01 01:57:49 main:574] : INFO : Epoch 1762 | loss: 0.031137 | val_loss: 0.0311431 | Time: 3447.2 ms
[2022-04-01 01:57:52 main:574] : INFO : Epoch 1763 | loss: 0.0311356 | val_loss: 0.0311439 | Time: 3562.34 ms
[2022-04-01 01:57:56 main:574] : INFO : Epoch 1764 | loss: 0.0311365 | val_loss: 0.0311425 | Time: 3462.83 ms
[2022-04-01 01:58:00 main:574] : INFO : Epoch 1765 | loss: 0.0311354 | val_loss: 0.0311417 | Time: 3618.61 ms
[2022-04-01 01:58:03 main:574] : INFO : Epoch 1766 | loss: 0.0311348 | val_loss: 0.031141 | Time: 3533.27 ms
[2022-04-01 01:58:07 main:574] : INFO : Epoch 1767 | loss: 0.0311355 | val_loss: 0.0311419 | Time: 3726.12 ms
[2022-04-01 01:58:11 main:574] : INFO : Epoch 1768 | loss: 0.0311371 | val_loss: 0.0311542 | Time: 3539.73 ms
[2022-04-01 01:58:14 main:574] : INFO : Epoch 1769 | loss: 0.0311403 | val_loss: 0.0311414 | Time: 3548.83 ms
[2022-04-01 01:58:18 main:574] : INFO : Epoch 1770 | loss: 0.031136 | val_loss: 0.0311466 | Time: 3451.59 ms
[2022-04-01 01:58:21 main:574] : INFO : Epoch 1771 | loss: 0.0311365 | val_loss: 0.0311434 | Time: 3485.46 ms
[2022-04-01 01:58:25 main:574] : INFO : Epoch 1772 | loss: 0.0311356 | val_loss: 0.0311426 | Time: 3552.25 ms
[2022-04-01 01:58:28 main:574] : INFO : Epoch 1773 | loss: 0.031138 | val_loss: 0.0311452 | Time: 3594.77 ms
[2022-04-01 01:58:32 main:574] : INFO : Epoch 1774 | loss: 0.031136 | val_loss: 0.031146 | Time: 3640.21 ms
[2022-04-01 01:58:36 main:574] : INFO : Epoch 1775 | loss: 0.0311392 | val_loss: 0.0311431 | Time: 3539.73 ms
[2022-04-01 01:58:39 main:574] : INFO : Epoch 1776 | loss: 0.0311367 | val_loss: 0.0311457 | Time: 3554.16 ms
[2022-04-01 01:58:43 main:574] : INFO : Epoch 1777 | loss: 0.0311388 | val_loss: 0.0311504 | Time: 3589.77 ms
[2022-04-01 01:58:46 main:574] : INFO : Epoch 1778 | loss: 0.031145 | val_loss: 0.0311445 | Time: 3474.72 ms
[2022-04-01 01:58:50 main:574] : INFO : Epoch 1779 | loss: 0.0311394 | val_loss: 0.031145 | Time: 3431.06 ms
[2022-04-01 01:58:53 main:574] : INFO : Epoch 1780 | loss: 0.0311447 | val_loss: 0.0311495 | Time: 3499.02 ms
[2022-04-01 01:58:57 main:574] : INFO : Epoch 1781 | loss: 0.0311405 | val_loss: 0.0311431 | Time: 3456.33 ms
[2022-04-01 01:59:01 main:574] : INFO : Epoch 1782 | loss: 0.0311386 | val_loss: 0.0311487 | Time: 3524.1 ms
[2022-04-01 01:59:04 main:574] : INFO : Epoch 1783 | loss: 0.0311372 | val_loss: 0.0311422 | Time: 3677.75 ms
[2022-04-01 01:59:08 main:574] : INFO : Epoch 1784 | loss: 0.031135 | val_loss: 0.0311421 | Time: 3548.39 ms
[2022-04-01 01:59:12 main:574] : INFO : Epoch 1785 | loss: 0.0311364 | val_loss: 0.0311419 | Time: 3792.54 ms
[2022-04-01 01:59:15 main:574] : INFO : Epoch 1786 | loss: 0.0311376 | val_loss: 0.0311428 | Time: 3519.94 ms
[2022-04-01 01:59:19 main:574] : INFO : Epoch 1787 | loss: 0.031134 | val_loss: 0.0311439 | Time: 3469.28 ms
[2022-04-01 01:59:22 main:574] : INFO : Epoch 1788 | loss: 0.0311362 | val_loss: 0.0311568 | Time: 3526.63 ms
[2022-04-01 01:59:26 main:574] : INFO : Epoch 1789 | loss: 0.0311363 | val_loss: 0.0311436 | Time: 3710.79 ms
[2022-04-01 01:59:30 main:574] : INFO : Epoch 1790 | loss: 0.031134 | val_loss: 0.0311415 | Time: 3610.44 ms
[2022-04-01 01:59:33 main:574] : INFO : Epoch 1791 | loss: 0.0311329 | val_loss: 0.0311431 | Time: 3639.67 ms
[2022-04-01 01:59:37 main:574] : INFO : Epoch 1792 | loss: 0.0311326 | val_loss: 0.0311416 | Time: 3514.54 ms
[2022-04-01 01:59:40 main:574] : INFO : Epoch 1793 | loss: 0.0311343 | val_loss: 0.0311419 | Time: 3474.12 ms
[2022-04-01 01:59:44 main:574] : INFO : Epoch 1794 | loss: 0.0311347 | val_loss: 0.0311425 | Time: 3467.15 ms
[2022-04-01 01:59:48 main:574] : INFO : Epoch 1795 | loss: 0.0311385 | val_loss: 0.0311428 | Time: 3927.42 ms
[2022-04-01 01:59:51 main:574] : INFO : Epoch 1796 | loss: 0.0311351 | val_loss: 0.0311408 | Time: 3452.23 ms
[2022-04-01 01:59:55 main:574] : INFO : Epoch 1797 | loss: 0.0311325 | val_loss: 0.0311416 | Time: 3469.5 ms
[2022-04-01 01:59:59 main:574] : INFO : Epoch 1798 | loss: 0.0311327 | val_loss: 0.031148 | Time: 3528.02 ms
[2022-04-01 02:00:02 main:574] : INFO : Epoch 1799 | loss: 0.0311333 | val_loss: 0.0311407 | Time: 3575.13 ms
[2022-04-01 02:00:06 main:574] : INFO : Epoch 1800 | loss: 0.0311348 | val_loss: 0.0311473 | Time: 3479.24 ms
[2022-04-01 02:00:09 main:574] : INFO : Epoch 1801 | loss: 0.0311398 | val_loss: 0.0311444 | Time: 3522.66 ms
[2022-04-01 02:00:13 main:574] : INFO : Epoch 1802 | loss: 0.0311375 | val_loss: 0.0311496 | Time: 3531.53 ms
[2022-04-01 02:00:17 main:574] : INFO : Epoch 1803 | loss: 0.0311344 | val_loss: 0.0311437 | Time: 3615.44 ms
[2022-04-01 02:00:20 main:574] : INFO : Epoch 1804 | loss: 0.0311348 | val_loss: 0.0311425 | Time: 3602.12 ms
[2022-04-01 02:00:24 main:574] : INFO : Epoch 1805 | loss: 0.031136 | val_loss: 0.031145 | Time: 3535.82 ms
[2022-04-01 02:00:28 main:574] : INFO : Epoch 1806 | loss: 0.0311362 | val_loss: 0.03115 | Time: 3783.64 ms
[2022-04-01 02:00:31 main:574] : INFO : Epoch 1807 | loss: 0.0311365 | val_loss: 0.0311472 | Time: 3539.96 ms
[2022-04-01 02:00:35 main:574] : INFO : Epoch 1808 | loss: 0.031135 | val_loss: 0.031147 | Time: 3436.24 ms
[2022-04-01 02:00:39 main:574] : INFO : Epoch 1809 | loss: 0.0311371 | val_loss: 0.0311431 | Time: 3874.46 ms
[2022-04-01 02:00:42 main:574] : INFO : Epoch 1810 | loss: 0.0311378 | val_loss: 0.0311432 | Time: 3467.73 ms
[2022-04-01 02:00:46 main:574] : INFO : Epoch 1811 | loss: 0.0311362 | val_loss: 0.0311419 | Time: 3570.11 ms
[2022-04-01 02:00:49 main:574] : INFO : Epoch 1812 | loss: 0.0311348 | val_loss: 0.0311423 | Time: 3695.15 ms
[2022-04-01 02:00:53 main:574] : INFO : Epoch 1813 | loss: 0.0311358 | val_loss: 0.0311449 | Time: 3487.9 ms
[2022-04-01 02:00:57 main:574] : INFO : Epoch 1814 | loss: 0.0311372 | val_loss: 0.0311434 | Time: 3547.4 ms
[2022-04-01 02:01:00 main:574] : INFO : Epoch 1815 | loss: 0.0311344 | val_loss: 0.031143 | Time: 3419.2 ms
[2022-04-01 02:01:04 main:574] : INFO : Epoch 1816 | loss: 0.0311343 | val_loss: 0.031143 | Time: 3527.48 ms
[2022-04-01 02:01:07 main:574] : INFO : Epoch 1817 | loss: 0.0311362 | val_loss: 0.0311425 | Time: 3548.69 ms
[2022-04-01 02:01:11 main:574] : INFO : Epoch 1818 | loss: 0.031134 | val_loss: 0.0311424 | Time: 3414.11 ms
[2022-04-01 02:01:14 main:574] : INFO : Epoch 1819 | loss: 0.0311347 | val_loss: 0.0311448 | Time: 3374.4 ms
[2022-04-01 02:01:18 main:574] : INFO : Epoch 1820 | loss: 0.0311341 | val_loss: 0.0311418 | Time: 3667.39 ms
[2022-04-01 02:01:21 main:574] : INFO : Epoch 1821 | loss: 0.0311336 | val_loss: 0.0311452 | Time: 3443.52 ms
[2022-04-01 02:01:25 main:574] : INFO : Epoch 1822 | loss: 0.0311348 | val_loss: 0.0311508 | Time: 3572.79 ms
[2022-04-01 02:01:28 main:574] : INFO : Epoch 1823 | loss: 0.0311335 | val_loss: 0.0311452 | Time: 3551.03 ms
[2022-04-01 02:01:32 main:574] : INFO : Epoch 1824 | loss: 0.0311325 | val_loss: 0.0311474 | Time: 3489.69 ms
[2022-04-01 02:01:36 main:574] : INFO : Epoch 1825 | loss: 0.0311325 | val_loss: 0.0311449 | Time: 3586.14 ms
[2022-04-01 02:01:39 main:574] : INFO : Epoch 1826 | loss: 0.0311343 | val_loss: 0.0311504 | Time: 3497.67 ms
[2022-04-01 02:01:43 main:574] : INFO : Epoch 1827 | loss: 0.0311398 | val_loss: 0.0311474 | Time: 3535.69 ms
[2022-04-01 02:01:46 main:574] : INFO : Epoch 1828 | loss: 0.0311415 | val_loss: 0.0311594 | Time: 3658.54 ms
[2022-04-01 02:01:50 main:574] : INFO : Epoch 1829 | loss: 0.0311405 | val_loss: 0.0311417 | Time: 3554.95 ms
[2022-04-01 02:01:54 main:574] : INFO : Epoch 1830 | loss: 0.031137 | val_loss: 0.0311468 | Time: 3558.73 ms
[2022-04-01 02:01:57 main:574] : INFO : Epoch 1831 | loss: 0.0311433 | val_loss: 0.0311539 | Time: 3787.38 ms
[2022-04-01 02:02:01 main:574] : INFO : Epoch 1832 | loss: 0.0311463 | val_loss: 0.0311508 | Time: 3516.49 ms
[2022-04-01 02:02:05 main:574] : INFO : Epoch 1833 | loss: 0.0311408 | val_loss: 0.0311458 | Time: 3648.26 ms
[2022-04-01 02:02:08 main:574] : INFO : Epoch 1834 | loss: 0.031137 | val_loss: 0.0311501 | Time: 3521.5 ms
[2022-04-01 02:02:12 main:574] : INFO : Epoch 1835 | loss: 0.0311364 | val_loss: 0.0311476 | Time: 3796.82 ms
[2022-04-01 02:02:16 main:574] : INFO : Epoch 1836 | loss: 0.0311368 | val_loss: 0.0311459 | Time: 3673.37 ms
[2022-04-01 02:02:20 main:574] : INFO : Epoch 1837 | loss: 0.0311395 | val_loss: 0.0311467 | Time: 3677.83 ms
[2022-04-01 02:02:23 main:574] : INFO : Epoch 1838 | loss: 0.0311397 | val_loss: 0.0311453 | Time: 3516.01 ms
[2022-04-01 02:02:27 main:574] : INFO : Epoch 1839 | loss: 0.0311371 | val_loss: 0.0311456 | Time: 3633.87 ms
[2022-04-01 02:02:30 main:574] : INFO : Epoch 1840 | loss: 0.0311365 | val_loss: 0.0311467 | Time: 3475.7 ms
[2022-04-01 02:02:34 main:574] : INFO : Epoch 1841 | loss: 0.031137 | val_loss: 0.0311463 | Time: 3487.65 ms
[2022-04-01 02:02:38 main:574] : INFO : Epoch 1842 | loss: 0.0311366 | val_loss: 0.0311447 | Time: 3848.35 ms
[2022-04-01 02:02:41 main:574] : INFO : Epoch 1843 | loss: 0.0311371 | val_loss: 0.0311461 | Time: 3752.91 ms
[2022-04-01 02:02:45 main:574] : INFO : Epoch 1844 | loss: 0.0311375 | val_loss: 0.0311475 | Time: 3446.92 ms
[2022-04-01 02:02:49 main:574] : INFO : Epoch 1845 | loss: 0.0311373 | val_loss: 0.031141 | Time: 3652.78 ms
[2022-04-01 02:02:52 main:574] : INFO : Epoch 1846 | loss: 0.0311402 | val_loss: 0.031147 | Time: 3486.08 ms
[2022-04-01 02:02:56 main:574] : INFO : Epoch 1847 | loss: 0.0311364 | val_loss: 0.0311453 | Time: 3524.28 ms
[2022-04-01 02:02:59 main:574] : INFO : Epoch 1848 | loss: 0.0311366 | val_loss: 0.0311442 | Time: 3466.59 ms
[2022-04-01 02:03:03 main:574] : INFO : Epoch 1849 | loss: 0.0311323 | val_loss: 0.0311435 | Time: 3751.19 ms
[2022-04-01 02:03:07 main:574] : INFO : Epoch 1850 | loss: 0.031135 | val_loss: 0.0311494 | Time: 3738.15 ms
[2022-04-01 02:03:10 main:574] : INFO : Epoch 1851 | loss: 0.0311339 | val_loss: 0.0311419 | Time: 3540.31 ms
[2022-04-01 02:03:14 main:574] : INFO : Epoch 1852 | loss: 0.0311331 | val_loss: 0.0311422 | Time: 3533.54 ms
[2022-04-01 02:03:18 main:574] : INFO : Epoch 1853 | loss: 0.0311364 | val_loss: 0.0311462 | Time: 3608.14 ms
[2022-04-01 02:03:21 main:574] : INFO : Epoch 1854 | loss: 0.0311401 | val_loss: 0.0311443 | Time: 3458.21 ms
[2022-04-01 02:03:25 main:574] : INFO : Epoch 1855 | loss: 0.0311468 | val_loss: 0.0311504 | Time: 3520.52 ms
[2022-04-01 02:03:28 main:574] : INFO : Epoch 1856 | loss: 0.0311438 | val_loss: 0.0311474 | Time: 3485.91 ms
[2022-04-01 02:03:32 main:574] : INFO : Epoch 1857 | loss: 0.0311434 | val_loss: 0.0311433 | Time: 3453.1 ms
[2022-04-01 02:03:35 main:574] : INFO : Epoch 1858 | loss: 0.0311425 | val_loss: 0.0311419 | Time: 3526.18 ms
[2022-04-01 02:03:39 main:574] : INFO : Epoch 1859 | loss: 0.0311387 | val_loss: 0.0311407 | Time: 3452.05 ms
[2022-04-01 02:03:42 main:574] : INFO : Epoch 1860 | loss: 0.0311362 | val_loss: 0.0311416 | Time: 3493.67 ms
[2022-04-01 02:03:46 main:574] : INFO : Epoch 1861 | loss: 0.0311351 | val_loss: 0.0311423 | Time: 3467.31 ms
[2022-04-01 02:03:49 main:574] : INFO : Epoch 1862 | loss: 0.0311329 | val_loss: 0.0311413 | Time: 3632.17 ms
[2022-04-01 02:03:53 main:574] : INFO : Epoch 1863 | loss: 0.0311324 | val_loss: 0.0311384 | Time: 3488.4 ms
[2022-04-01 02:03:56 main:574] : INFO : Epoch 1864 | loss: 0.0311307 | val_loss: 0.0311382 | Time: 3427.82 ms
[2022-04-01 02:04:00 main:574] : INFO : Epoch 1865 | loss: 0.0311298 | val_loss: 0.0311409 | Time: 3572.02 ms
[2022-04-01 02:04:04 main:574] : INFO : Epoch 1866 | loss: 0.0311353 | val_loss: 0.0311542 | Time: 3486.28 ms
[2022-04-01 02:04:07 main:574] : INFO : Epoch 1867 | loss: 0.0311312 | val_loss: 0.0311413 | Time: 3734.16 ms
[2022-04-01 02:04:11 main:574] : INFO : Epoch 1868 | loss: 0.0311315 | val_loss: 0.0311529 | Time: 3797.52 ms
[2022-04-01 02:04:15 main:574] : INFO : Epoch 1869 | loss: 0.0311294 | val_loss: 0.0311383 | Time: 3455.22 ms
[2022-04-01 02:04:18 main:574] : INFO : Epoch 1870 | loss: 0.0311277 | val_loss: 0.0311413 | Time: 3500.85 ms
[2022-04-01 02:04:22 main:574] : INFO : Epoch 1871 | loss: 0.0311274 | val_loss: 0.0311439 | Time: 3561.68 ms
[2022-04-01 02:04:25 main:574] : INFO : Epoch 1872 | loss: 0.0311283 | val_loss: 0.0311363 | Time: 3498.38 ms
[2022-04-01 02:04:29 main:574] : INFO : Epoch 1873 | loss: 0.0311282 | val_loss: 0.0311388 | Time: 3765.31 ms
[2022-04-01 02:04:33 main:574] : INFO : Epoch 1874 | loss: 0.0311293 | val_loss: 0.0311387 | Time: 3555.27 ms
[2022-04-01 02:04:36 main:574] : INFO : Epoch 1875 | loss: 0.0311309 | val_loss: 0.0311367 | Time: 3615.74 ms
[2022-04-01 02:04:40 main:574] : INFO : Epoch 1876 | loss: 0.0311283 | val_loss: 0.031139 | Time: 3374.51 ms
[2022-04-01 02:04:43 main:574] : INFO : Epoch 1877 | loss: 0.0311286 | val_loss: 0.0311348 | Time: 3470.35 ms
[2022-04-01 02:04:47 main:574] : INFO : Epoch 1878 | loss: 0.0311353 | val_loss: 0.031141 | Time: 3512.97 ms
[2022-04-01 02:04:51 main:574] : INFO : Epoch 1879 | loss: 0.0311322 | val_loss: 0.0311408 | Time: 3590.57 ms
[2022-04-01 02:04:54 main:574] : INFO : Epoch 1880 | loss: 0.0311369 | val_loss: 0.0311524 | Time: 3559.23 ms
[2022-04-01 02:04:58 main:574] : INFO : Epoch 1881 | loss: 0.0311497 | val_loss: 0.0311497 | Time: 3398.44 ms
[2022-04-01 02:05:01 main:574] : INFO : Epoch 1882 | loss: 0.0311506 | val_loss: 0.0311508 | Time: 3441.84 ms
[2022-04-01 02:05:05 main:574] : INFO : Epoch 1883 | loss: 0.0311477 | val_loss: 0.0311443 | Time: 3688.82 ms
[2022-04-01 02:05:08 main:574] : INFO : Epoch 1884 | loss: 0.0311513 | val_loss: 0.0311548 | Time: 3470.84 ms
[2022-04-01 02:05:12 main:574] : INFO : Epoch 1885 | loss: 0.0311501 | val_loss: 0.0311501 | Time: 3580.82 ms
[2022-04-01 02:05:16 main:574] : INFO : Epoch 1886 | loss: 0.0311475 | val_loss: 0.0311544 | Time: 3591.41 ms
[2022-04-01 02:05:19 main:574] : INFO : Epoch 1887 | loss: 0.031149 | val_loss: 0.0311486 | Time: 3434.99 ms
[2022-04-01 02:05:23 main:574] : INFO : Epoch 1888 | loss: 0.0311518 | val_loss: 0.0311577 | Time: 3449.57 ms
[2022-04-01 02:05:26 main:574] : INFO : Epoch 1889 | loss: 0.0311569 | val_loss: 0.0311529 | Time: 3552.06 ms
[2022-04-01 02:05:30 main:574] : INFO : Epoch 1890 | loss: 0.031152 | val_loss: 0.0311508 | Time: 3512.95 ms
[2022-04-01 02:05:34 main:574] : INFO : Epoch 1891 | loss: 0.0311482 | val_loss: 0.0311487 | Time: 3822.04 ms
[2022-04-01 02:05:38 main:574] : INFO : Epoch 1892 | loss: 0.0311481 | val_loss: 0.0311505 | Time: 3859.57 ms
[2022-04-01 02:05:41 main:574] : INFO : Epoch 1893 | loss: 0.0311492 | val_loss: 0.0311487 | Time: 3681.03 ms
[2022-04-01 02:05:45 main:574] : INFO : Epoch 1894 | loss: 0.0311448 | val_loss: 0.0311486 | Time: 3577.59 ms
[2022-04-01 02:05:49 main:574] : INFO : Epoch 1895 | loss: 0.0311453 | val_loss: 0.0311596 | Time: 3840.3 ms
[2022-04-01 02:05:52 main:574] : INFO : Epoch 1896 | loss: 0.031148 | val_loss: 0.0311475 | Time: 3554.83 ms
[2022-04-01 02:05:56 main:574] : INFO : Epoch 1897 | loss: 0.0311452 | val_loss: 0.0311501 | Time: 3325.49 ms
[2022-04-01 02:05:59 main:574] : INFO : Epoch 1898 | loss: 0.0311445 | val_loss: 0.0311484 | Time: 3500.66 ms
[2022-04-01 02:06:03 main:574] : INFO : Epoch 1899 | loss: 0.0311415 | val_loss: 0.0311434 | Time: 3466.3 ms
[2022-04-01 02:06:06 main:574] : INFO : Epoch 1900 | loss: 0.0311411 | val_loss: 0.0311446 | Time: 3600.48 ms
[2022-04-01 02:06:10 main:574] : INFO : Epoch 1901 | loss: 0.0311405 | val_loss: 0.0311437 | Time: 3533.21 ms
[2022-04-01 02:06:14 main:574] : INFO : Epoch 1902 | loss: 0.0311418 | val_loss: 0.0311466 | Time: 3545.46 ms
[2022-04-01 02:06:17 main:574] : INFO : Epoch 1903 | loss: 0.031143 | val_loss: 0.0311463 | Time: 3437.43 ms
[2022-04-01 02:06:21 main:574] : INFO : Epoch 1904 | loss: 0.0311403 | val_loss: 0.0311441 | Time: 3527.47 ms
[2022-04-01 02:06:24 main:574] : INFO : Epoch 1905 | loss: 0.0311412 | val_loss: 0.0311427 | Time: 3457.15 ms
[2022-04-01 02:06:28 main:574] : INFO : Epoch 1906 | loss: 0.0311387 | val_loss: 0.0311458 | Time: 3490.33 ms
[2022-04-01 02:06:31 main:574] : INFO : Epoch 1907 | loss: 0.0311409 | val_loss: 0.0311458 | Time: 3587.41 ms
[2022-04-01 02:06:35 main:574] : INFO : Epoch 1908 | loss: 0.0311398 | val_loss: 0.0311471 | Time: 3517.85 ms
[2022-04-01 02:06:38 main:574] : INFO : Epoch 1909 | loss: 0.0311412 | val_loss: 0.0311502 | Time: 3557.14 ms
[2022-04-01 02:06:42 main:574] : INFO : Epoch 1910 | loss: 0.0311389 | val_loss: 0.0311493 | Time: 3483.68 ms
[2022-04-01 02:06:46 main:574] : INFO : Epoch 1911 | loss: 0.0311382 | val_loss: 0.0311427 | Time: 3575.77 ms
[2022-04-01 02:06:49 main:574] : INFO : Epoch 1912 | loss: 0.0311383 | val_loss: 0.0311443 | Time: 3511.13 ms
[2022-04-01 02:06:53 main:574] : INFO : Epoch 1913 | loss: 0.0311368 | val_loss: 0.0311442 | Time: 3628.09 ms
[2022-04-01 02:06:56 main:574] : INFO : Epoch 1914 | loss: 0.0311359 | val_loss: 0.0311431 | Time: 3599.8 ms
[2022-04-01 02:07:00 main:574] : INFO : Epoch 1915 | loss: 0.0311369 | val_loss: 0.0311447 | Time: 3550.67 ms
[2022-04-01 02:07:04 main:574] : INFO : Epoch 1916 | loss: 0.0311363 | val_loss: 0.031144 | Time: 3520.89 ms
[2022-04-01 02:07:07 main:574] : INFO : Epoch 1917 | loss: 0.0311365 | val_loss: 0.0311559 | Time: 3714.35 ms
[2022-04-01 02:07:11 main:574] : INFO : Epoch 1918 | loss: 0.0311405 | val_loss: 0.0311548 | Time: 3544.23 ms
[2022-04-01 02:07:15 main:574] : INFO : Epoch 1919 | loss: 0.0311438 | val_loss: 0.0311479 | Time: 3506.53 ms
[2022-04-01 02:07:18 main:574] : INFO : Epoch 1920 | loss: 0.0311408 | val_loss: 0.0311501 | Time: 3510.4 ms
[2022-04-01 02:07:22 main:574] : INFO : Epoch 1921 | loss: 0.0311358 | val_loss: 0.0311427 | Time: 3722.13 ms
[2022-04-01 02:07:25 main:574] : INFO : Epoch 1922 | loss: 0.0311359 | val_loss: 0.0311494 | Time: 3598.15 ms
[2022-04-01 02:07:29 main:574] : INFO : Epoch 1923 | loss: 0.0311339 | val_loss: 0.031141 | Time: 3511.57 ms
[2022-04-01 02:07:33 main:574] : INFO : Epoch 1924 | loss: 0.031132 | val_loss: 0.0311426 | Time: 3518.69 ms
[2022-04-01 02:07:36 main:574] : INFO : Epoch 1925 | loss: 0.0311317 | val_loss: 0.031142 | Time: 3577.27 ms
[2022-04-01 02:07:40 main:574] : INFO : Epoch 1926 | loss: 0.0311315 | val_loss: 0.0311466 | Time: 3516.37 ms
[2022-04-01 02:07:43 main:574] : INFO : Epoch 1927 | loss: 0.0311327 | val_loss: 0.0311435 | Time: 3502.06 ms
[2022-04-01 02:07:47 main:574] : INFO : Epoch 1928 | loss: 0.0311355 | val_loss: 0.031147 | Time: 3643.23 ms
[2022-04-01 02:07:50 main:574] : INFO : Epoch 1929 | loss: 0.0311339 | val_loss: 0.0311438 | Time: 3480.34 ms
[2022-04-01 02:07:54 main:574] : INFO : Epoch 1930 | loss: 0.031133 | val_loss: 0.0311433 | Time: 3530.36 ms
[2022-04-01 02:07:58 main:574] : INFO : Epoch 1931 | loss: 0.0311354 | val_loss: 0.0311516 | Time: 3571.54 ms
[2022-04-01 02:08:01 main:574] : INFO : Epoch 1932 | loss: 0.0311348 | val_loss: 0.0311444 | Time: 3528.65 ms
[2022-04-01 02:08:05 main:574] : INFO : Epoch 1933 | loss: 0.0311316 | val_loss: 0.0311436 | Time: 3741.21 ms
[2022-04-01 02:08:09 main:574] : INFO : Epoch 1934 | loss: 0.0311319 | val_loss: 0.0311408 | Time: 3653.46 ms
[2022-04-01 02:08:12 main:574] : INFO : Epoch 1935 | loss: 0.0311317 | val_loss: 0.0311416 | Time: 3551.36 ms
[2022-04-01 02:08:16 main:574] : INFO : Epoch 1936 | loss: 0.0311337 | val_loss: 0.0311432 | Time: 3705.33 ms
[2022-04-01 02:08:20 main:574] : INFO : Epoch 1937 | loss: 0.0311308 | val_loss: 0.0311435 | Time: 3806.03 ms
[2022-04-01 02:08:24 main:574] : INFO : Epoch 1938 | loss: 0.0311323 | val_loss: 0.0311402 | Time: 3818.21 ms
[2022-04-01 02:08:28 main:574] : INFO : Epoch 1939 | loss: 0.0311323 | val_loss: 0.0311416 | Time: 3831.14 ms
[2022-04-01 02:08:31 main:574] : INFO : Epoch 1940 | loss: 0.0311328 | val_loss: 0.0311419 | Time: 3614.22 ms
[2022-04-01 02:08:35 main:574] : INFO : Epoch 1941 | loss: 0.0311298 | val_loss: 0.0311395 | Time: 3666.2 ms
[2022-04-01 02:08:39 main:574] : INFO : Epoch 1942 | loss: 0.0311338 | val_loss: 0.0311433 | Time: 3563.67 ms
[2022-04-01 02:08:42 main:574] : INFO : Epoch 1943 | loss: 0.0311302 | val_loss: 0.0311401 | Time: 3792.48 ms
[2022-04-01 02:08:46 main:574] : INFO : Epoch 1944 | loss: 0.0311284 | val_loss: 0.0311473 | Time: 3513.86 ms
[2022-04-01 02:08:50 main:574] : INFO : Epoch 1945 | loss: 0.0311333 | val_loss: 0.0311493 | Time: 3544.46 ms
[2022-04-01 02:08:53 main:574] : INFO : Epoch 1946 | loss: 0.0311319 | val_loss: 0.0311434 | Time: 3420.07 ms
[2022-04-01 02:08:57 main:574] : INFO : Epoch 1947 | loss: 0.0311295 | val_loss: 0.0311422 | Time: 3641.41 ms
[2022-04-01 02:09:00 main:574] : INFO : Epoch 1948 | loss: 0.0311323 | val_loss: 0.0311466 | Time: 3563.73 ms
[2022-04-01 02:09:04 main:574] : INFO : Epoch 1949 | loss: 0.0311307 | val_loss: 0.0311424 | Time: 3451.87 ms
[2022-04-01 02:09:07 main:574] : INFO : Epoch 1950 | loss: 0.0311298 | val_loss: 0.0311487 | Time: 3503.6 ms
[2022-04-01 02:09:11 main:574] : INFO : Epoch 1951 | loss: 0.0311335 | val_loss: 0.0311448 | Time: 3830.56 ms
[2022-04-01 02:09:15 main:574] : INFO : Epoch 1952 | loss: 0.0311322 | val_loss: 0.031144 | Time: 3657.1 ms
[2022-04-01 02:09:19 main:574] : INFO : Epoch 1953 | loss: 0.0311318 | val_loss: 0.0311449 | Time: 3692.53 ms
[2022-04-01 02:09:22 main:574] : INFO : Epoch 1954 | loss: 0.0311396 | val_loss: 0.0311446 | Time: 3492.94 ms
[2022-04-01 02:09:26 main:574] : INFO : Epoch 1955 | loss: 0.0311378 | val_loss: 0.0311537 | Time: 3654.34 ms
[2022-04-01 02:09:30 main:574] : INFO : Epoch 1956 | loss: 0.0311389 | val_loss: 0.0311526 | Time: 3614.45 ms
[2022-04-01 02:09:33 main:574] : INFO : Epoch 1957 | loss: 0.0311357 | val_loss: 0.0311505 | Time: 3511.22 ms
[2022-04-01 02:09:37 main:574] : INFO : Epoch 1958 | loss: 0.0311339 | val_loss: 0.0311383 | Time: 3501.75 ms
[2022-04-01 02:09:40 main:574] : INFO : Epoch 1959 | loss: 0.0311311 | val_loss: 0.0311406 | Time: 3685.49 ms
[2022-04-01 02:09:44 main:574] : INFO : Epoch 1960 | loss: 0.0311342 | val_loss: 0.031148 | Time: 3550.17 ms
[2022-04-01 02:09:48 main:574] : INFO : Epoch 1961 | loss: 0.0311339 | val_loss: 0.0311387 | Time: 3838 ms
[2022-04-01 02:09:51 main:574] : INFO : Epoch 1962 | loss: 0.0311321 | val_loss: 0.031144 | Time: 3498.31 ms
[2022-04-01 02:09:55 main:574] : INFO : Epoch 1963 | loss: 0.031133 | val_loss: 0.0311414 | Time: 3483.24 ms
[2022-04-01 02:09:59 main:574] : INFO : Epoch 1964 | loss: 0.0311331 | val_loss: 0.0311403 | Time: 3561.03 ms
[2022-04-01 02:10:02 main:574] : INFO : Epoch 1965 | loss: 0.0311346 | val_loss: 0.031144 | Time: 3421.48 ms
[2022-04-01 02:10:05 main:574] : INFO : Epoch 1966 | loss: 0.0311306 | val_loss: 0.0311393 | Time: 3393.11 ms
[2022-04-01 02:10:09 main:574] : INFO : Epoch 1967 | loss: 0.0311296 | val_loss: 0.0311435 | Time: 3539.95 ms
[2022-04-01 02:10:13 main:574] : INFO : Epoch 1968 | loss: 0.0311342 | val_loss: 0.0311402 | Time: 3510.61 ms
[2022-04-01 02:10:16 main:574] : INFO : Epoch 1969 | loss: 0.0311294 | val_loss: 0.0311382 | Time: 3632.82 ms
[2022-04-01 02:10:20 main:574] : INFO : Epoch 1970 | loss: 0.0311291 | val_loss: 0.0311357 | Time: 3559.09 ms
[2022-04-01 02:10:23 main:574] : INFO : Epoch 1971 | loss: 0.0311304 | val_loss: 0.0311363 | Time: 3515.23 ms
[2022-04-01 02:10:27 main:574] : INFO : Epoch 1972 | loss: 0.031129 | val_loss: 0.0311376 | Time: 3828.01 ms
[2022-04-01 02:10:31 main:574] : INFO : Epoch 1973 | loss: 0.0311282 | val_loss: 0.0311375 | Time: 3621.19 ms
[2022-04-01 02:10:35 main:574] : INFO : Epoch 1974 | loss: 0.0311288 | val_loss: 0.031137 | Time: 3654.69 ms
[2022-04-01 02:10:38 main:574] : INFO : Epoch 1975 | loss: 0.0311258 | val_loss: 0.0311378 | Time: 3796.33 ms
[2022-04-01 02:10:42 main:574] : INFO : Epoch 1976 | loss: 0.0311271 | val_loss: 0.0311382 | Time: 3484.34 ms
[2022-04-01 02:10:45 main:574] : INFO : Epoch 1977 | loss: 0.0311266 | val_loss: 0.0311418 | Time: 3508.2 ms
[2022-04-01 02:10:49 main:574] : INFO : Epoch 1978 | loss: 0.0311264 | val_loss: 0.0311399 | Time: 3636.39 ms
[2022-04-01 02:10:53 main:574] : INFO : Epoch 1979 | loss: 0.0311257 | val_loss: 0.0311399 | Time: 3740.02 ms
[2022-04-01 02:10:57 main:574] : INFO : Epoch 1980 | loss: 0.0311266 | val_loss: 0.0311389 | Time: 3608.94 ms
[2022-04-01 02:11:00 main:574] : INFO : Epoch 1981 | loss: 0.0311316 | val_loss: 0.0311501 | Time: 3467.54 ms
[2022-04-01 02:11:04 main:574] : INFO : Epoch 1982 | loss: 0.0311461 | val_loss: 0.0311459 | Time: 3525.71 ms
[2022-04-01 02:11:07 main:574] : INFO : Epoch 1983 | loss: 0.0311346 | val_loss: 0.0311405 | Time: 3658.4 ms
[2022-04-01 02:11:11 main:574] : INFO : Epoch 1984 | loss: 0.0311325 | val_loss: 0.031143 | Time: 3839.49 ms
[2022-04-01 02:11:15 main:574] : INFO : Epoch 1985 | loss: 0.0311399 | val_loss: 0.0311464 | Time: 3508.51 ms
[2022-04-01 02:11:19 main:574] : INFO : Epoch 1986 | loss: 0.0311382 | val_loss: 0.0311461 | Time: 3737.6 ms
[2022-04-01 02:11:22 main:574] : INFO : Epoch 1987 | loss: 0.0311359 | val_loss: 0.0311441 | Time: 3429.52 ms
[2022-04-01 02:11:26 main:574] : INFO : Epoch 1988 | loss: 0.0311333 | val_loss: 0.0311482 | Time: 3435.65 ms
[2022-04-01 02:11:29 main:574] : INFO : Epoch 1989 | loss: 0.0311446 | val_loss: 0.0311477 | Time: 3432.88 ms
[2022-04-01 02:11:33 main:574] : INFO : Epoch 1990 | loss: 0.0311424 | val_loss: 0.0311482 | Time: 3516.74 ms
[2022-04-01 02:11:36 main:574] : INFO : Epoch 1991 | loss: 0.031138 | val_loss: 0.0311465 | Time: 3548.09 ms
[2022-04-01 02:11:40 main:574] : INFO : Epoch 1992 | loss: 0.0311373 | val_loss: 0.0311419 | Time: 3633.39 ms
[2022-04-01 02:11:43 main:574] : INFO : Epoch 1993 | loss: 0.0311384 | val_loss: 0.0311436 | Time: 3506.68 ms
[2022-04-01 02:11:47 main:574] : INFO : Epoch 1994 | loss: 0.0311351 | val_loss: 0.0311437 | Time: 3614.03 ms
[2022-04-01 02:11:50 main:574] : INFO : Epoch 1995 | loss: 0.0311364 | val_loss: 0.0311428 | Time: 3451.07 ms
[2022-04-01 02:11:54 main:574] : INFO : Epoch 1996 | loss: 0.0311347 | val_loss: 0.0311428 | Time: 3648.28 ms
[2022-04-01 02:12:08 main:574] : INFO : Epoch 1997 | loss: 0.0311312 | val_loss: 0.0311403 | Time: 13559 ms
[2022-04-01 02:12:11 main:574] : INFO : Epoch 1998 | loss: 0.0311303 | val_loss: 0.0311404 | Time: 3522.1 ms
[2022-04-01 02:12:15 main:574] : INFO : Epoch 1999 | loss: 0.0311382 | val_loss: 0.0311507 | Time: 3534.41 ms
[2022-04-01 02:12:18 main:574] : INFO : Epoch 2000 | loss: 0.0311381 | val_loss: 0.0311444 | Time: 3454.67 ms
[2022-04-01 02:12:22 main:574] : INFO : Epoch 2001 | loss: 0.0311345 | val_loss: 0.031144 | Time: 3573.81 ms
[2022-04-01 02:12:26 main:574] : INFO : Epoch 2002 | loss: 0.0311337 | val_loss: 0.0311454 | Time: 3493.52 ms
[2022-04-01 02:12:30 main:574] : INFO : Epoch 2003 | loss: 0.0311382 | val_loss: 0.0311493 | Time: 3985.54 ms
[2022-04-01 02:12:33 main:574] : INFO : Epoch 2004 | loss: 0.031137 | val_loss: 0.0311484 | Time: 3498 ms
[2022-04-01 02:12:37 main:574] : INFO : Epoch 2005 | loss: 0.0311342 | val_loss: 0.0311447 | Time: 3451.32 ms
[2022-04-01 02:12:40 main:574] : INFO : Epoch 2006 | loss: 0.0311321 | val_loss: 0.0311463 | Time: 3568.32 ms
[2022-04-01 02:12:44 main:574] : INFO : Epoch 2007 | loss: 0.0311314 | val_loss: 0.0311435 | Time: 3575.14 ms
[2022-04-01 02:12:48 main:574] : INFO : Epoch 2008 | loss: 0.03113 | val_loss: 0.0311425 | Time: 3635.85 ms
[2022-04-01 02:12:51 main:574] : INFO : Epoch 2009 | loss: 0.0311297 | val_loss: 0.0311399 | Time: 3643.37 ms
[2022-04-01 02:12:55 main:574] : INFO : Epoch 2010 | loss: 0.0311321 | val_loss: 0.0311413 | Time: 3417.84 ms
[2022-04-01 02:12:58 main:574] : INFO : Epoch 2011 | loss: 0.0311347 | val_loss: 0.0311428 | Time: 3413.88 ms
[2022-04-01 02:13:02 main:574] : INFO : Epoch 2012 | loss: 0.0311303 | val_loss: 0.0311421 | Time: 3497.95 ms
[2022-04-01 02:13:05 main:574] : INFO : Epoch 2013 | loss: 0.0311273 | val_loss: 0.0311428 | Time: 3530.15 ms
[2022-04-01 02:13:09 main:574] : INFO : Epoch 2014 | loss: 0.0311301 | val_loss: 0.0311427 | Time: 3630.67 ms
[2022-04-01 02:13:12 main:574] : INFO : Epoch 2015 | loss: 0.0311282 | val_loss: 0.0311426 | Time: 3461.81 ms
[2022-04-01 02:13:16 main:574] : INFO : Epoch 2016 | loss: 0.0311273 | val_loss: 0.0311414 | Time: 3518.82 ms
[2022-04-01 02:13:20 main:574] : INFO : Epoch 2017 | loss: 0.0311299 | val_loss: 0.031144 | Time: 3459.68 ms
[2022-04-01 02:13:23 main:574] : INFO : Epoch 2018 | loss: 0.0311329 | val_loss: 0.0311447 | Time: 3633.47 ms
[2022-04-01 02:13:27 main:574] : INFO : Epoch 2019 | loss: 0.0311302 | val_loss: 0.0311391 | Time: 3429.3 ms
[2022-04-01 02:13:30 main:574] : INFO : Epoch 2020 | loss: 0.0311311 | val_loss: 0.0311446 | Time: 3406.45 ms
[2022-04-01 02:13:34 main:574] : INFO : Epoch 2021 | loss: 0.0311353 | val_loss: 0.0311417 | Time: 3526.58 ms
[2022-04-01 02:13:37 main:574] : INFO : Epoch 2022 | loss: 0.0311312 | val_loss: 0.031141 | Time: 3632.44 ms
[2022-04-01 02:13:41 main:574] : INFO : Epoch 2023 | loss: 0.0311291 | val_loss: 0.0311417 | Time: 3510.3 ms
[2022-04-01 02:13:44 main:574] : INFO : Epoch 2024 | loss: 0.0311281 | val_loss: 0.0311391 | Time: 3527.93 ms
[2022-04-01 02:13:48 main:574] : INFO : Epoch 2025 | loss: 0.0311285 | val_loss: 0.0311388 | Time: 3382.07 ms
[2022-04-01 02:13:51 main:574] : INFO : Epoch 2026 | loss: 0.0311279 | val_loss: 0.0311388 | Time: 3507.77 ms
[2022-04-01 02:13:55 main:574] : INFO : Epoch 2027 | loss: 0.031129 | val_loss: 0.0311388 | Time: 3838.31 ms
[2022-04-01 02:13:59 main:574] : INFO : Epoch 2028 | loss: 0.0311274 | val_loss: 0.0311475 | Time: 3532.41 ms
[2022-04-01 02:14:02 main:574] : INFO : Epoch 2029 | loss: 0.0311285 | val_loss: 0.0311393 | Time: 3428.63 ms
[2022-04-01 02:14:06 main:574] : INFO : Epoch 2030 | loss: 0.0311253 | val_loss: 0.0311383 | Time: 3799.58 ms
[2022-04-01 02:14:10 main:574] : INFO : Epoch 2031 | loss: 0.0311249 | val_loss: 0.0311419 | Time: 3660.39 ms
[2022-04-01 02:14:14 main:574] : INFO : Epoch 2032 | loss: 0.0311252 | val_loss: 0.031141 | Time: 3800.28 ms
[2022-04-01 02:14:18 main:574] : INFO : Epoch 2033 | loss: 0.0311251 | val_loss: 0.0311409 | Time: 3768.33 ms
[2022-04-01 02:14:21 main:574] : INFO : Epoch 2034 | loss: 0.0311259 | val_loss: 0.0311456 | Time: 3483.19 ms
[2022-04-01 02:14:25 main:574] : INFO : Epoch 2035 | loss: 0.0311283 | val_loss: 0.0311421 | Time: 3529.87 ms
[2022-04-01 02:14:28 main:574] : INFO : Epoch 2036 | loss: 0.0311273 | val_loss: 0.031143 | Time: 3633.65 ms
[2022-04-01 02:14:32 main:574] : INFO : Epoch 2037 | loss: 0.0311273 | val_loss: 0.0311399 | Time: 3480.07 ms
[2022-04-01 02:14:35 main:574] : INFO : Epoch 2038 | loss: 0.0311311 | val_loss: 0.0311424 | Time: 3466 ms
[2022-04-01 02:14:39 main:574] : INFO : Epoch 2039 | loss: 0.0311303 | val_loss: 0.0311392 | Time: 3497.39 ms
[2022-04-01 02:14:42 main:574] : INFO : Epoch 2040 | loss: 0.0311336 | val_loss: 0.0311461 | Time: 3467.03 ms
[2022-04-01 02:14:46 main:574] : INFO : Epoch 2041 | loss: 0.0311326 | val_loss: 0.0311424 | Time: 3541.66 ms
[2022-04-01 02:14:50 main:574] : INFO : Epoch 2042 | loss: 0.0311322 | val_loss: 0.0311422 | Time: 3837.47 ms
[2022-04-01 02:14:53 main:574] : INFO : Epoch 2043 | loss: 0.0311319 | val_loss: 0.0311434 | Time: 3533.98 ms
[2022-04-01 02:14:57 main:574] : INFO : Epoch 2044 | loss: 0.0311281 | val_loss: 0.031142 | Time: 3562.53 ms
[2022-04-01 02:15:01 main:574] : INFO : Epoch 2045 | loss: 0.0311271 | val_loss: 0.0311381 | Time: 3553.94 ms
[2022-04-01 02:15:04 main:574] : INFO : Epoch 2046 | loss: 0.0311248 | val_loss: 0.0311461 | Time: 3554.01 ms
[2022-04-01 02:15:08 main:574] : INFO : Epoch 2047 | loss: 0.0311259 | val_loss: 0.0311418 | Time: 4027.16 ms
[2022-04-01 02:15:12 main:574] : INFO : Epoch 2048 | loss: 0.0311257 | val_loss: 0.0311404 | Time: 3560.33 ms
[2022-04-01 02:15:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311404
[2022-04-01 02:15:12 main:603] : INFO : Saving end state to config to file
[2022-04-01 02:15:12 main:608] : INFO : Success, exiting..
02:15:12 (9108): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)