Task 12611468
| Name | ParityModified-1645993751-21313-1-0_2 |
| Workunit | 9603388 |
| Created | 6 Mar 2022, 16:02:03 UTC |
| Sent | 6 Mar 2022, 17:12:55 UTC |
| Report deadline | 14 Mar 2022, 17:12:55 UTC |
| Received | 8 Mar 2022, 13:46:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 59 min 5 sec |
| CPU time | 1 hours 54 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311207 | val_loss: 0.0311591 | Time: 3229.79 ms [2022-03-08 13:16:46 main:574] : INFO : Epoch 1543 | loss: 0.0311193 | val_loss: 0.0311639 | Time: 3436.9 ms [2022-03-08 13:16:49 main:574] : INFO : Epoch 1544 | loss: 0.031121 | val_loss: 0.0311603 | Time: 3029.14 ms [2022-03-08 13:16:52 main:574] : INFO : Epoch 1545 | loss: 0.031125 | val_loss: 0.0311625 | Time: 3304.39 ms [2022-03-08 13:16:55 main:574] : INFO : Epoch 1546 | loss: 0.0311226 | val_loss: 0.031161 | Time: 3202.75 ms [2022-03-08 13:16:59 main:574] : INFO : Epoch 1547 | loss: 0.0311198 | val_loss: 0.0311624 | Time: 3377.66 ms [2022-03-08 13:17:02 main:574] : INFO : Epoch 1548 | loss: 0.0311164 | val_loss: 0.0311609 | Time: 3367.25 ms [2022-03-08 13:17:06 main:574] : INFO : Epoch 1549 | loss: 0.0311176 | val_loss: 0.03116 | Time: 3392.32 ms [2022-03-08 13:17:10 main:574] : INFO : Epoch 1550 | loss: 0.0311201 | val_loss: 0.0311661 | Time: 4022.58 ms [2022-03-08 13:17:13 main:574] : INFO : Epoch 1551 | loss: 0.0311204 | val_loss: 0.0311583 | Time: 3180.08 ms [2022-03-08 13:17:17 main:574] : INFO : Epoch 1552 | loss: 0.0311142 | val_loss: 0.0311618 | Time: 3602.01 ms [2022-03-08 13:17:21 main:574] : INFO : Epoch 1553 | loss: 0.0311137 | val_loss: 0.0311613 | Time: 4443.73 ms [2022-03-08 13:17:25 main:574] : INFO : Epoch 1554 | loss: 0.0311159 | val_loss: 0.0311622 | Time: 3720.09 ms [2022-03-08 13:17:29 main:574] : INFO : Epoch 1555 | loss: 0.0311155 | val_loss: 0.0311583 | Time: 3672.44 ms [2022-03-08 13:17:32 main:574] : INFO : Epoch 1556 | loss: 0.0311184 | val_loss: 0.0311601 | Time: 3645.22 ms [2022-03-08 13:17:36 main:574] : INFO : Epoch 1557 | loss: 0.0311144 | val_loss: 0.031162 | Time: 3254.4 ms [2022-03-08 13:17:39 main:574] : INFO : Epoch 1558 | loss: 0.0311134 | val_loss: 0.0311573 | Time: 3505.77 ms [2022-03-08 13:17:43 main:574] : INFO : Epoch 1559 | loss: 0.0311137 | val_loss: 0.0311608 | Time: 3712.8 ms [2022-03-08 13:17:47 main:574] : INFO : Epoch 1560 | loss: 0.0311137 | val_loss: 0.0311584 | Time: 4021.91 ms [2022-03-08 13:17:51 main:574] : INFO : Epoch 1561 | loss: 0.0311107 | val_loss: 0.0311601 | Time: 4139.34 ms [2022-03-08 13:17:55 main:574] : INFO : Epoch 1562 | loss: 0.0311089 | val_loss: 0.0311616 | Time: 3327.46 ms [2022-03-08 13:17:58 main:574] : INFO : Epoch 1563 | loss: 0.031111 | val_loss: 0.0311584 | Time: 3262.36 ms [2022-03-08 13:18:02 main:574] : INFO : Epoch 1564 | loss: 0.0311111 | val_loss: 0.0311578 | Time: 3705.13 ms [2022-03-08 13:18:05 main:574] : INFO : Epoch 1565 | loss: 0.0311079 | val_loss: 0.0311623 | Time: 3215.65 ms [2022-03-08 13:18:08 main:574] : INFO : Epoch 1566 | loss: 0.0311092 | val_loss: 0.0311606 | Time: 3257.39 ms [2022-03-08 13:18:12 main:574] : INFO : Epoch 1567 | loss: 0.0311128 | val_loss: 0.0311619 | Time: 3443.96 ms [2022-03-08 13:18:15 main:574] : INFO : Epoch 1568 | loss: 0.0311117 | val_loss: 0.0311599 | Time: 3754.02 ms [2022-03-08 13:18:19 main:574] : INFO : Epoch 1569 | loss: 0.0311116 | val_loss: 0.0311672 | Time: 3926.39 ms [2022-03-08 13:18:22 main:574] : INFO : Epoch 1570 | loss: 0.0311109 | val_loss: 0.0311629 | Time: 2834.98 ms [2022-03-08 13:18:25 main:574] : INFO : Epoch 1571 | loss: 0.0311134 | val_loss: 0.0311612 | Time: 2799.62 ms [2022-03-08 13:18:29 main:574] : INFO : Epoch 1572 | loss: 0.0311118 | val_loss: 0.0311669 | Time: 3787.29 ms [2022-03-08 13:18:32 main:574] : INFO : Epoch 1573 | loss: 0.0311131 | val_loss: 0.0311594 | Time: 3209.49 ms [2022-03-08 13:18:36 main:574] : INFO : Epoch 1574 | loss: 0.0311124 | val_loss: 0.0311565 | Time: 3233.04 ms [2022-03-08 13:18:39 main:574] : INFO : Epoch 1575 | loss: 0.0311095 | val_loss: 0.0311588 | Time: 2994.99 ms [2022-03-08 13:18:42 main:574] : INFO : Epoch 1576 | loss: 0.0311164 | val_loss: 0.0311581 | Time: 3705.79 ms [2022-03-08 13:18:47 main:574] : INFO : Epoch 1577 | loss: 0.0311204 | val_loss: 0.0311571 | Time: 4350.91 ms [2022-03-08 13:18:50 main:574] : INFO : Epoch 1578 | loss: 0.0311149 | val_loss: 0.0311531 | Time: 2888.23 ms [2022-03-08 13:18:53 main:574] : INFO : Epoch 1579 | loss: 0.0311147 | val_loss: 0.0311643 | Time: 3084.56 ms [2022-03-08 13:18:56 main:574] : INFO : Epoch 1580 | loss: 0.0311169 | val_loss: 0.0311575 | Time: 2939.72 ms [2022-03-08 13:18:59 main:574] : INFO : Epoch 1581 | loss: 0.0311152 | val_loss: 0.0311591 | Time: 2955.46 ms [2022-03-08 13:19:02 main:574] : INFO : Epoch 1582 | loss: 0.0311127 | val_loss: 0.0311619 | Time: 3217.96 ms [2022-03-08 13:19:05 main:574] : INFO : Epoch 1583 | loss: 0.0311094 | val_loss: 0.0311584 | Time: 2967.83 ms [2022-03-08 13:19:08 main:574] : INFO : Epoch 1584 | loss: 0.0311088 | val_loss: 0.0311643 | Time: 3111.59 ms [2022-03-08 13:19:12 main:574] : INFO : Epoch 1585 | loss: 0.0311094 | val_loss: 0.0311572 | Time: 3539.24 ms [2022-03-08 13:19:16 main:574] : INFO : Epoch 1586 | loss: 0.0311102 | val_loss: 0.0311631 | Time: 4075.35 ms [2022-03-08 13:19:20 main:574] : INFO : Epoch 1587 | loss: 0.0311098 | val_loss: 0.0311584 | Time: 4115.63 ms [2022-03-08 13:19:24 main:574] : INFO : Epoch 1588 | loss: 0.0311105 | val_loss: 0.0311592 | Time: 3854.91 ms [2022-03-08 13:19:28 main:574] : INFO : Epoch 1589 | loss: 0.031109 | val_loss: 0.0311595 | Time: 3975.03 ms [2022-03-08 13:19:32 main:574] : INFO : Epoch 1590 | loss: 0.0311075 | val_loss: 0.0311625 | Time: 4277.84 ms [2022-03-08 13:19:36 main:574] : INFO : Epoch 1591 | loss: 0.0311077 | val_loss: 0.0311634 | Time: 3608.03 ms [2022-03-08 13:19:41 main:574] : INFO : Epoch 1592 | loss: 0.0311045 | val_loss: 0.0311603 | Time: 4754.8 ms [2022-03-08 13:19:45 main:574] : INFO : Epoch 1593 | loss: 0.0311053 | val_loss: 0.0311625 | Time: 3903.09 ms [2022-03-08 13:19:48 main:574] : INFO : Epoch 1594 | loss: 0.0311039 | val_loss: 0.0311605 | Time: 3654.76 ms [2022-03-08 13:19:53 main:574] : INFO : Epoch 1595 | loss: 0.0311054 | val_loss: 0.0311632 | Time: 4329.97 ms [2022-03-08 13:19:56 main:574] : INFO : Epoch 1596 | loss: 0.0311085 | val_loss: 0.0311566 | Time: 3116.77 ms [2022-03-08 13:19:59 main:574] : INFO : Epoch 1597 | loss: 0.0311088 | val_loss: 0.0311723 | Time: 2759.15 ms [2022-03-08 13:20:02 main:574] : INFO : Epoch 1598 | loss: 0.0311287 | val_loss: 0.0311577 | Time: 3458.65 ms [2022-03-08 13:20:06 main:574] : INFO : Epoch 1599 | loss: 0.0311278 | val_loss: 0.031161 | Time: 3710.31 ms [2022-03-08 13:20:10 main:574] : INFO : Epoch 1600 | loss: 0.0311229 | val_loss: 0.0311618 | Time: 4026.23 ms [2022-03-08 13:20:13 main:574] : INFO : Epoch 1601 | loss: 0.0311296 | val_loss: 0.0311605 | Time: 3078.01 ms [2022-03-08 13:20:17 main:574] : INFO : Epoch 1602 | loss: 0.0311295 | val_loss: 0.0311568 | Time: 3632.82 ms [2022-03-08 13:20:20 main:574] : INFO : Epoch 1603 | loss: 0.0311277 | val_loss: 0.0311565 | Time: 3508.99 ms [2022-03-08 13:20:24 main:574] : INFO : Epoch 1604 | loss: 0.031124 | val_loss: 0.0311564 | Time: 3548.38 ms [2022-03-08 13:20:27 main:574] : INFO : Epoch 1605 | loss: 0.0311218 | val_loss: 0.0311588 | Time: 3112.61 ms [2022-03-08 13:20:30 main:574] : INFO : Epoch 1606 | loss: 0.0311195 | val_loss: 0.0311616 | Time: 3122.1 ms [2022-03-08 13:20:34 main:574] : INFO : Epoch 1607 | loss: 0.0311191 | val_loss: 0.0311582 | Time: 3731.16 ms [2022-03-08 13:20:38 main:574] : INFO : Epoch 1608 | loss: 0.03113 | val_loss: 0.0311567 | Time: 3536.07 ms [2022-03-08 13:20:41 main:574] : INFO : Epoch 1609 | loss: 0.0311282 | val_loss: 0.031157 | Time: 3540.16 ms [2022-03-08 13:20:44 main:574] : INFO : Epoch 1610 | loss: 0.0311286 | val_loss: 0.0311605 | Time: 3256.59 ms [2022-03-08 13:20:48 main:574] : INFO : Epoch 1611 | loss: 0.0311235 | val_loss: 0.0311546 | Time: 3619.64 ms [2022-03-08 13:20:51 main:574] : INFO : Epoch 1612 | loss: 0.0311213 | val_loss: 0.0311567 | Time: 3013.52 ms [2022-03-08 13:20:55 main:574] : INFO : Epoch 1613 | loss: 0.0311165 | val_loss: 0.0311537 | Time: 3715.44 ms [2022-03-08 13:20:58 main:574] : INFO : Epoch 1614 | loss: 0.0311163 | val_loss: 0.0311576 | Time: 3417.84 ms [2022-03-08 13:21:03 main:574] : INFO : Epoch 1615 | loss: 0.0311157 | val_loss: 0.0311556 | Time: 4215.3 ms [2022-03-08 13:21:06 main:574] : INFO : Epoch 1616 | loss: 0.0311155 | val_loss: 0.0311609 | Time: 3542.59 ms [2022-03-08 13:21:09 main:574] : INFO : Epoch 1617 | loss: 0.0311147 | val_loss: 0.0311563 | Time: 2953.73 ms [2022-03-08 13:21:14 main:574] : INFO : Epoch 1618 | loss: 0.0311131 | val_loss: 0.0311574 | Time: 4356.2 ms [2022-03-08 13:21:18 main:574] : INFO : Epoch 1619 | loss: 0.0311128 | val_loss: 0.0311637 | Time: 4745.73 ms [2022-03-08 13:21:23 main:574] : INFO : Epoch 1620 | loss: 0.0311187 | val_loss: 0.0311585 | Time: 4349.71 ms [2022-03-08 13:21:27 main:574] : INFO : Epoch 1621 | loss: 0.0311178 | val_loss: 0.0311608 | Time: 4508.01 ms [2022-03-08 13:21:32 main:574] : INFO : Epoch 1622 | loss: 0.0311159 | val_loss: 0.0311584 | Time: 4267.58 ms [2022-03-08 13:21:37 main:574] : INFO : Epoch 1623 | loss: 0.0311138 | val_loss: 0.0311623 | Time: 4703.63 ms [2022-03-08 13:21:40 main:574] : INFO : Epoch 1624 | loss: 0.0311151 | val_loss: 0.0311606 | Time: 3605.91 ms [2022-03-08 13:21:44 main:574] : INFO : Epoch 1625 | loss: 0.0311188 | val_loss: 0.0311612 | Time: 3653.06 ms [2022-03-08 13:21:49 main:574] : INFO : Epoch 1626 | loss: 0.031118 | val_loss: 0.0311566 | Time: 4471.4 ms [2022-03-08 13:21:52 main:574] : INFO : Epoch 1627 | loss: 0.0311146 | val_loss: 0.0311612 | Time: 3377.33 ms [2022-03-08 13:21:56 main:574] : INFO : Epoch 1628 | loss: 0.0311132 | val_loss: 0.0311594 | Time: 4234.08 ms [2022-03-08 13:22:01 main:574] : INFO : Epoch 1629 | loss: 0.0311138 | val_loss: 0.0311561 | Time: 4065.09 ms [2022-03-08 13:22:05 main:574] : INFO : Epoch 1630 | loss: 0.0311157 | val_loss: 0.0311569 | Time: 4407.72 ms [2022-03-08 13:22:10 main:574] : INFO : Epoch 1631 | loss: 0.0311128 | val_loss: 0.0311558 | Time: 4722.15 ms [2022-03-08 13:22:16 main:574] : INFO : Epoch 1632 | loss: 0.0311125 | val_loss: 0.0311604 | Time: 5835.33 ms [2022-03-08 13:22:21 main:574] : INFO : Epoch 1633 | loss: 0.0311093 | val_loss: 0.0311578 | Time: 4814.58 ms [2022-03-08 13:22:25 main:574] : INFO : Epoch 1634 | loss: 0.0311094 | val_loss: 0.0311572 | Time: 4759.57 ms [2022-03-08 13:22:30 main:574] : INFO : Epoch 1635 | loss: 0.0311071 | val_loss: 0.0311613 | Time: 4218.39 ms [2022-03-08 13:22:34 main:574] : INFO : Epoch 1636 | loss: 0.0311067 | val_loss: 0.0311618 | Time: 4047.13 ms [2022-03-08 13:22:37 main:574] : INFO : Epoch 1637 | loss: 0.0311048 | val_loss: 0.0311605 | Time: 2998.59 ms [2022-03-08 13:22:41 main:574] : INFO : Epoch 1638 | loss: 0.0311051 | val_loss: 0.0311631 | Time: 3791.59 ms [2022-03-08 13:22:44 main:574] : INFO : Epoch 1639 | loss: 0.0311081 | val_loss: 0.0311664 | Time: 2926.24 ms [2022-03-08 13:22:47 main:574] : INFO : Epoch 1640 | loss: 0.0311586 | val_loss: 0.031186 | Time: 2916.84 ms [2022-03-08 13:22:50 main:574] : INFO : Epoch 1641 | loss: 0.0311872 | val_loss: 0.0311785 | Time: 3670.75 ms [2022-03-08 13:22:54 main:574] : INFO : Epoch 1642 | loss: 0.0311756 | val_loss: 0.0311695 | Time: 3896.97 ms [2022-03-08 13:22:58 main:574] : INFO : Epoch 1643 | loss: 0.0311647 | val_loss: 0.0311619 | Time: 3578.81 ms [2022-03-08 13:23:01 main:574] : INFO : Epoch 1644 | loss: 0.0311571 | val_loss: 0.0311606 | Time: 3389.37 ms [2022-03-08 13:23:05 main:574] : INFO : Epoch 1645 | loss: 0.031154 | val_loss: 0.0311595 | Time: 3159.99 ms [2022-03-08 13:23:07 main:574] : INFO : Epoch 1646 | loss: 0.0311501 | val_loss: 0.0311555 | Time: 2707.83 ms [2022-03-08 13:23:10 main:574] : INFO : Epoch 1647 | loss: 0.0311466 | val_loss: 0.0311547 | Time: 2984.19 ms [2022-03-08 13:23:13 main:574] : INFO : Epoch 1648 | loss: 0.031145 | val_loss: 0.0311542 | Time: 3089.64 ms [2022-03-08 13:23:16 main:574] : INFO : Epoch 1649 | loss: 0.0311425 | val_loss: 0.0311548 | Time: 2954.16 ms [2022-03-08 13:23:20 main:574] : INFO : Epoch 1650 | loss: 0.0311411 | val_loss: 0.0311563 | Time: 3529.36 ms [2022-03-08 13:23:23 main:574] : INFO : Epoch 1651 | loss: 0.0311412 | val_loss: 0.0311549 | Time: 3293.75 ms [2022-03-08 13:23:27 main:574] : INFO : Epoch 1652 | loss: 0.0311389 | val_loss: 0.0311549 | Time: 3095.18 ms [2022-03-08 13:23:30 main:574] : INFO : Epoch 1653 | loss: 0.0311375 | val_loss: 0.0311553 | Time: 3232.25 ms [2022-03-08 13:23:33 main:574] : INFO : Epoch 1654 | loss: 0.0311373 | val_loss: 0.031155 | Time: 2667.57 ms [2022-03-08 13:23:36 main:574] : INFO : Epoch 1655 | loss: 0.0311377 | val_loss: 0.0311562 | Time: 3004.98 ms [2022-03-08 13:23:38 main:574] : INFO : Epoch 1656 | loss: 0.0311383 | val_loss: 0.0311555 | Time: 2772.97 ms [2022-03-08 13:23:42 main:574] : INFO : Epoch 1657 | loss: 0.0311383 | val_loss: 0.0311611 | Time: 3693.53 ms [2022-03-08 13:23:46 main:574] : INFO : Epoch 1658 | loss: 0.0311383 | val_loss: 0.0311569 | Time: 3929.11 ms [2022-03-08 13:23:50 main:574] : INFO : Epoch 1659 | loss: 0.0311363 | val_loss: 0.0311589 | Time: 3776.22 ms [2022-03-08 13:23:54 main:574] : INFO : Epoch 1660 | loss: 0.0311367 | val_loss: 0.0311554 | Time: 4069.17 ms [2022-03-08 13:23:58 main:574] : INFO : Epoch 1661 | loss: 0.0311358 | val_loss: 0.0311562 | Time: 3913.59 ms [2022-03-08 13:24:01 main:574] : INFO : Epoch 1662 | loss: 0.0311351 | val_loss: 0.0311574 | Time: 3280.25 ms [2022-03-08 13:24:05 main:574] : INFO : Epoch 1663 | loss: 0.0311349 | val_loss: 0.0311584 | Time: 3726.88 ms [2022-03-08 13:24:09 main:574] : INFO : Epoch 1664 | loss: 0.0311334 | val_loss: 0.0311584 | Time: 3735.12 ms [2022-03-08 13:24:12 main:574] : INFO : Epoch 1665 | loss: 0.031133 | val_loss: 0.0311551 | Time: 3435.85 ms [2022-03-08 13:24:16 main:574] : INFO : Epoch 1666 | loss: 0.0311329 | val_loss: 0.031157 | Time: 3026.1 ms [2022-03-08 13:24:19 main:574] : INFO : Epoch 1667 | loss: 0.0311317 | val_loss: 0.0311565 | Time: 3537.36 ms [2022-03-08 13:24:23 main:574] : INFO : Epoch 1668 | loss: 0.0311324 | val_loss: 0.0311563 | Time: 4024.77 ms [2022-03-08 13:24:27 main:574] : INFO : Epoch 1669 | loss: 0.0311346 | val_loss: 0.0311585 | Time: 3441.26 ms [2022-03-08 13:24:31 main:574] : INFO : Epoch 1670 | loss: 0.0311328 | val_loss: 0.0311587 | Time: 4293.99 ms [2022-03-08 13:24:35 main:574] : INFO : Epoch 1671 | loss: 0.0311336 | val_loss: 0.0311568 | Time: 4063.2 ms [2022-03-08 13:24:38 main:574] : INFO : Epoch 1672 | loss: 0.0311333 | val_loss: 0.0311553 | Time: 3349.84 ms [2022-03-08 13:24:42 main:574] : INFO : Epoch 1673 | loss: 0.0311328 | val_loss: 0.0311578 | Time: 3972.16 ms [2022-03-08 13:24:46 main:574] : INFO : Epoch 1674 | loss: 0.0311319 | val_loss: 0.0311596 | Time: 3541.71 ms [2022-03-08 13:24:50 main:574] : INFO : Epoch 1675 | loss: 0.0311311 | val_loss: 0.0311553 | Time: 3627.74 ms [2022-03-08 13:24:54 main:574] : INFO : Epoch 1676 | loss: 0.0311308 | val_loss: 0.0311552 | Time: 4265.1 ms [2022-03-08 13:24:58 main:574] : INFO : Epoch 1677 | loss: 0.0311387 | val_loss: 0.0311585 | Time: 4387.89 ms [2022-03-08 13:25:02 main:574] : INFO : Epoch 1678 | loss: 0.0311374 | val_loss: 0.0311555 | Time: 3668.69 ms [2022-03-08 13:25:07 main:574] : INFO : Epoch 1679 | loss: 0.0311358 | val_loss: 0.0311535 | Time: 4627.35 ms [2022-03-08 13:25:11 main:574] : INFO : Epoch 1680 | loss: 0.0311322 | val_loss: 0.0311533 | Time: 4003.35 ms [2022-03-08 13:25:15 main:574] : INFO : Epoch 1681 | loss: 0.0311311 | val_loss: 0.0311537 | Time: 4433.3 ms [2022-03-08 13:25:19 main:574] : INFO : Epoch 1682 | loss: 0.0311299 | val_loss: 0.0311536 | Time: 4164.17 ms [2022-03-08 13:25:23 main:574] : INFO : Epoch 1683 | loss: 0.0311293 | val_loss: 0.0311544 | Time: 3598.64 ms [2022-03-08 13:25:27 main:574] : INFO : Epoch 1684 | loss: 0.0311326 | val_loss: 0.0311547 | Time: 4245.54 ms [2022-03-08 13:25:32 main:574] : INFO : Epoch 1685 | loss: 0.0311328 | val_loss: 0.031158 | Time: 4215.49 ms [2022-03-08 13:25:36 main:574] : INFO : Epoch 1686 | loss: 0.0311322 | val_loss: 0.0311538 | Time: 4652.13 ms [2022-03-08 13:25:40 main:574] : INFO : Epoch 1687 | loss: 0.0311329 | val_loss: 0.0311627 | Time: 3574.85 ms [2022-03-08 13:25:44 main:574] : INFO : Epoch 1688 | loss: 0.0311324 | val_loss: 0.0311575 | Time: 3619.12 ms [2022-03-08 13:25:47 main:574] : INFO : Epoch 1689 | loss: 0.03113 | val_loss: 0.0311564 | Time: 3447.13 ms [2022-03-08 13:25:51 main:574] : INFO : Epoch 1690 | loss: 0.0311287 | val_loss: 0.0311555 | Time: 4021.93 ms [2022-03-08 13:25:55 main:574] : INFO : Epoch 1691 | loss: 0.0311261 | val_loss: 0.0311536 | Time: 4083.26 ms [2022-03-08 13:25:59 main:574] : INFO : Epoch 1692 | loss: 0.0311271 | val_loss: 0.031155 | Time: 3655.79 ms [2022-03-08 13:26:02 main:574] : INFO : Epoch 1693 | loss: 0.0311278 | val_loss: 0.0311537 | Time: 3417.37 ms [2022-03-08 13:26:06 main:574] : INFO : Epoch 1694 | loss: 0.0311269 | val_loss: 0.031154 | Time: 3480.2 ms [2022-03-08 13:26:09 main:574] : INFO : Epoch 1695 | loss: 0.0311281 | val_loss: 0.0311547 | Time: 3136.22 ms [2022-03-08 13:26:13 main:574] : INFO : Epoch 1696 | loss: 0.0311346 | val_loss: 0.0311562 | Time: 3561.38 ms [2022-03-08 13:26:16 main:574] : INFO : Epoch 1697 | loss: 0.0311364 | val_loss: 0.0311529 | Time: 3221.68 ms [2022-03-08 13:26:20 main:574] : INFO : Epoch 1698 | loss: 0.031134 | val_loss: 0.0311543 | Time: 3503.43 ms [2022-03-08 13:26:23 main:574] : INFO : Epoch 1699 | loss: 0.0311313 | val_loss: 0.031155 | Time: 3278.78 ms [2022-03-08 13:26:27 main:574] : INFO : Epoch 1700 | loss: 0.0311311 | val_loss: 0.0311575 | Time: 3847.45 ms [2022-03-08 13:26:31 main:574] : INFO : Epoch 1701 | loss: 0.0311288 | val_loss: 0.0311532 | Time: 4269.27 ms [2022-03-08 13:26:35 main:574] : INFO : Epoch 1702 | loss: 0.0311289 | val_loss: 0.0311586 | Time: 3859.36 ms [2022-03-08 13:26:39 main:574] : INFO : Epoch 1703 | loss: 0.0311345 | val_loss: 0.0311582 | Time: 3442.06 ms [2022-03-08 13:26:43 main:574] : INFO : Epoch 1704 | loss: 0.0311341 | val_loss: 0.031154 | Time: 4322.91 ms [2022-03-08 13:26:47 main:574] : INFO : Epoch 1705 | loss: 0.0311343 | val_loss: 0.0311576 | Time: 3584.25 ms [2022-03-08 13:26:50 main:574] : INFO : Epoch 1706 | loss: 0.0311316 | val_loss: 0.0311555 | Time: 3802.68 ms [2022-03-08 13:26:55 main:574] : INFO : Epoch 1707 | loss: 0.0311339 | val_loss: 0.0311646 | Time: 4738.06 ms [2022-03-08 13:27:00 main:574] : INFO : Epoch 1708 | loss: 0.0311363 | val_loss: 0.0311571 | Time: 4657.07 ms [2022-03-08 13:27:04 main:574] : INFO : Epoch 1709 | loss: 0.03114 | val_loss: 0.0311558 | Time: 4054.22 ms [2022-03-08 13:27:08 main:574] : INFO : Epoch 1710 | loss: 0.0311348 | val_loss: 0.0311586 | Time: 4136.49 ms [2022-03-08 13:27:12 main:574] : INFO : Epoch 1711 | loss: 0.0311279 | val_loss: 0.0311556 | Time: 4045.35 ms [2022-03-08 13:27:17 main:574] : INFO : Epoch 1712 | loss: 0.0311256 | val_loss: 0.0311572 | Time: 4271.65 ms [2022-03-08 13:27:21 main:574] : INFO : Epoch 1713 | loss: 0.0311233 | val_loss: 0.0311545 | Time: 4298.01 ms [2022-03-08 13:27:24 main:574] : INFO : Epoch 1714 | loss: 0.0311246 | val_loss: 0.03116 | Time: 3406.34 ms [2022-03-08 13:27:28 main:574] : INFO : Epoch 1715 | loss: 0.0311251 | val_loss: 0.0311527 | Time: 3648.63 ms [2022-03-08 13:27:32 main:574] : INFO : Epoch 1716 | loss: 0.0311244 | val_loss: 0.0311597 | Time: 3765.69 ms [2022-03-08 13:27:36 main:574] : INFO : Epoch 1717 | loss: 0.0311239 | val_loss: 0.0311584 | Time: 3566.65 ms [2022-03-08 13:27:40 main:574] : INFO : Epoch 1718 | loss: 0.0311241 | val_loss: 0.0311538 | Time: 4298 ms [2022-03-08 13:27:43 main:574] : INFO : Epoch 1719 | loss: 0.0311253 | val_loss: 0.0311553 | Time: 3491.3 ms [2022-03-08 13:27:47 main:574] : INFO : Epoch 1720 | loss: 0.0311264 | val_loss: 0.0311547 | Time: 3163.6 ms [2022-03-08 13:27:50 main:574] : INFO : Epoch 1721 | loss: 0.0311256 | val_loss: 0.0311539 | Time: 3289.49 ms [2022-03-08 13:27:54 main:574] : INFO : Epoch 1722 | loss: 0.0311249 | val_loss: 0.0311546 | Time: 3847.63 ms [2022-03-08 13:27:57 main:574] : INFO : Epoch 1723 | loss: 0.0311226 | val_loss: 0.0311529 | Time: 3017.66 ms [2022-03-08 13:28:00 main:574] : INFO : Epoch 1724 | loss: 0.0311217 | val_loss: 0.0311552 | Time: 3348.79 ms [2022-03-08 13:28:04 main:574] : INFO : Epoch 1725 | loss: 0.0311252 | val_loss: 0.0311563 | Time: 3245.62 ms [2022-03-08 13:28:06 main:574] : INFO : Epoch 1726 | loss: 0.0311225 | val_loss: 0.0311565 | Time: 2924.03 ms [2022-03-08 13:28:10 main:574] : INFO : Epoch 1727 | loss: 0.0311209 | val_loss: 0.0311552 | Time: 3589.27 ms [2022-03-08 13:28:14 main:574] : INFO : Epoch 1728 | loss: 0.0311203 | val_loss: 0.0311553 | Time: 3626 ms [2022-03-08 13:28:18 main:574] : INFO : Epoch 1729 | loss: 0.0311233 | val_loss: 0.0311547 | Time: 3912.72 ms [2022-03-08 13:28:21 main:574] : INFO : Epoch 1730 | loss: 0.031126 | val_loss: 0.0311552 | Time: 3479.15 ms [2022-03-08 13:28:25 main:574] : INFO : Epoch 1731 | loss: 0.0311292 | val_loss: 0.0311573 | Time: 3964.43 ms [2022-03-08 13:28:29 main:574] : INFO : Epoch 1732 | loss: 0.0311271 | val_loss: 0.0311544 | Time: 4099.63 ms [2022-03-08 13:28:33 main:574] : INFO : Epoch 1733 | loss: 0.0311246 | val_loss: 0.0311569 | Time: 3883.23 ms [2022-03-08 13:28:37 main:574] : INFO : Epoch 1734 | loss: 0.0311259 | val_loss: 0.0311581 | Time: 3227.49 ms [2022-03-08 13:28:40 main:574] : INFO : Epoch 1735 | loss: 0.0311244 | val_loss: 0.0311548 | Time: 3206.14 ms [2022-03-08 13:28:43 main:574] : INFO : Epoch 1736 | loss: 0.0311232 | val_loss: 0.0311534 | Time: 3021.11 ms [2022-03-08 13:28:46 main:574] : INFO : Epoch 1737 | loss: 0.0311247 | val_loss: 0.0311524 | Time: 3061.95 ms [2022-03-08 13:28:49 main:574] : INFO : Epoch 1738 | loss: 0.0311219 | val_loss: 0.0311562 | Time: 3013.98 ms [2022-03-08 13:28:53 main:574] : INFO : Epoch 1739 | loss: 0.0311206 | val_loss: 0.0311528 | Time: 3558.19 ms [2022-03-08 13:28:56 main:574] : INFO : Epoch 1740 | loss: 0.0311212 | val_loss: 0.0311566 | Time: 3348.14 ms [2022-03-08 13:28:59 main:574] : INFO : Epoch 1741 | loss: 0.0311193 | val_loss: 0.0311606 | Time: 3280.27 ms [2022-03-08 13:29:03 main:574] : INFO : Epoch 1742 | loss: 0.0311193 | val_loss: 0.0311555 | Time: 3228.94 ms [2022-03-08 13:29:06 main:574] : INFO : Epoch 1743 | loss: 0.0311179 | val_loss: 0.0311597 | Time: 3185.79 ms [2022-03-08 13:29:11 main:574] : INFO : Epoch 1744 | loss: 0.0311174 | val_loss: 0.0311569 | Time: 4769.43 ms [2022-03-08 13:29:15 main:574] : INFO : Epoch 1745 | loss: 0.0311168 | val_loss: 0.0311614 | Time: 3863.56 ms [2022-03-08 13:29:18 main:574] : INFO : Epoch 1746 | loss: 0.0311167 | val_loss: 0.0311574 | Time: 3448.05 ms [2022-03-08 13:29:21 main:574] : INFO : Epoch 1747 | loss: 0.0311154 | val_loss: 0.0311591 | Time: 2867.68 ms [2022-03-08 13:29:24 main:574] : INFO : Epoch 1748 | loss: 0.0311153 | val_loss: 0.0311589 | Time: 3156.36 ms [2022-03-08 13:29:28 main:574] : INFO : Epoch 1749 | loss: 0.0311217 | val_loss: 0.0311606 | Time: 3349.87 ms [2022-03-08 13:29:31 main:574] : INFO : Epoch 1750 | loss: 0.0311209 | val_loss: 0.0311577 | Time: 3575.56 ms [2022-03-08 13:29:35 main:574] : INFO : Epoch 1751 | loss: 0.0311201 | val_loss: 0.0311647 | Time: 4146.49 ms [2022-03-08 13:29:39 main:574] : INFO : Epoch 1752 | loss: 0.0311217 | val_loss: 0.0311577 | Time: 3824.18 ms [2022-03-08 13:29:42 main:574] : INFO : Epoch 1753 | loss: 0.0311226 | val_loss: 0.0311558 | Time: 3009.27 ms [2022-03-08 13:29:45 main:574] : INFO : Epoch 1754 | loss: 0.031125 | val_loss: 0.0311576 | Time: 3097.53 ms [2022-03-08 13:29:49 main:574] : INFO : Epoch 1755 | loss: 0.0311318 | val_loss: 0.0311569 | Time: 3803.1 ms [2022-03-08 13:29:53 main:574] : INFO : Epoch 1756 | loss: 0.0311308 | val_loss: 0.0311571 | Time: 3333.64 ms [2022-03-08 13:29:56 main:574] : INFO : Epoch 1757 | loss: 0.03113 | val_loss: 0.0311581 | Time: 3702.37 ms [2022-03-08 13:30:00 main:574] : INFO : Epoch 1758 | loss: 0.0311269 | val_loss: 0.0311617 | Time: 3601.23 ms [2022-03-08 13:30:03 main:574] : INFO : Epoch 1759 | loss: 0.0311287 | val_loss: 0.0311658 | Time: 3297.65 ms [2022-03-08 13:30:07 main:574] : INFO : Epoch 1760 | loss: 0.0311304 | val_loss: 0.0311623 | Time: 3469.57 ms [2022-03-08 13:30:10 main:574] : INFO : Epoch 1761 | loss: 0.0311279 | val_loss: 0.0311586 | Time: 2825.58 ms [2022-03-08 13:30:13 main:574] : INFO : Epoch 1762 | loss: 0.0311253 | val_loss: 0.0311564 | Time: 2830.26 ms [2022-03-08 13:30:16 main:574] : INFO : Epoch 1763 | loss: 0.0311245 | val_loss: 0.0311579 | Time: 3125.12 ms [2022-03-08 13:30:19 main:574] : INFO : Epoch 1764 | loss: 0.0311252 | val_loss: 0.0311543 | Time: 3136.59 ms [2022-03-08 13:30:23 main:574] : INFO : Epoch 1765 | loss: 0.0311245 | val_loss: 0.0311604 | Time: 3967.96 ms [2022-03-08 13:30:26 main:574] : INFO : Epoch 1766 | loss: 0.0311258 | val_loss: 0.0311633 | Time: 3129.84 ms [2022-03-08 13:30:29 main:574] : INFO : Epoch 1767 | loss: 0.0311254 | val_loss: 0.0311673 | Time: 3087.03 ms [2022-03-08 13:30:33 main:574] : INFO : Epoch 1768 | loss: 0.0311256 | val_loss: 0.0311583 | Time: 3155.17 ms [2022-03-08 13:30:36 main:574] : INFO : Epoch 1769 | loss: 0.0311255 | val_loss: 0.0311642 | Time: 3036.54 ms [2022-03-08 13:30:38 main:574] : INFO : Epoch 1770 | loss: 0.0311245 | val_loss: 0.0311561 | Time: 2572.72 ms [2022-03-08 13:30:41 main:574] : INFO : Epoch 1771 | loss: 0.0311211 | val_loss: 0.0311578 | Time: 2768.7 ms [2022-03-08 13:30:44 main:574] : INFO : Epoch 1772 | loss: 0.0311194 | val_loss: 0.0311549 | Time: 3275.36 ms [2022-03-08 13:30:47 main:574] : INFO : Epoch 1773 | loss: 0.0311183 | val_loss: 0.0311567 | Time: 2943.17 ms [2022-03-08 13:30:50 main:574] : INFO : Epoch 1774 | loss: 0.0311241 | val_loss: 0.031155 | Time: 2732.05 ms [2022-03-08 13:30:53 main:574] : INFO : Epoch 1775 | loss: 0.0311221 | val_loss: 0.0311556 | Time: 2644.36 ms [2022-03-08 13:30:56 main:574] : INFO : Epoch 1776 | loss: 0.0311202 | val_loss: 0.0311561 | Time: 2738.85 ms [2022-03-08 13:30:58 main:574] : INFO : Epoch 1777 | loss: 0.0311192 | val_loss: 0.0311506 | Time: 2815.74 ms [2022-03-08 13:31:02 main:574] : INFO : Epoch 1778 | loss: 0.03112 | val_loss: 0.0311546 | Time: 3055.53 ms [2022-03-08 13:31:04 main:574] : INFO : Epoch 1779 | loss: 0.0311206 | val_loss: 0.0311565 | Time: 2814.2 ms [2022-03-08 13:31:07 main:574] : INFO : Epoch 1780 | loss: 0.0311184 | val_loss: 0.0311542 | Time: 2734.33 ms [2022-03-08 13:31:11 main:574] : INFO : Epoch 1781 | loss: 0.0311193 | val_loss: 0.0311569 | Time: 3509.21 ms [2022-03-08 13:31:14 main:574] : INFO : Epoch 1782 | loss: 0.0311184 | val_loss: 0.0311538 | Time: 2921.57 ms [2022-03-08 13:31:16 main:574] : INFO : Epoch 1783 | loss: 0.0311197 | val_loss: 0.0311562 | Time: 2720.11 ms [2022-03-08 13:31:19 main:574] : INFO : Epoch 1784 | loss: 0.0311181 | val_loss: 0.0311601 | Time: 2505.48 ms [2022-03-08 13:31:23 main:574] : INFO : Epoch 1785 | loss: 0.0311167 | val_loss: 0.0311554 | Time: 3515.84 ms [2022-03-08 13:31:26 main:574] : INFO : Epoch 1786 | loss: 0.0311257 | val_loss: 0.0311621 | Time: 3243.21 ms [2022-03-08 13:31:29 main:574] : INFO : Epoch 1787 | loss: 0.0311338 | val_loss: 0.0311552 | Time: 3069.37 ms [2022-03-08 13:31:33 main:574] : INFO : Epoch 1788 | loss: 0.031128 | val_loss: 0.0311571 | Time: 4137.57 ms [2022-03-08 13:31:37 main:574] : INFO : Epoch 1789 | loss: 0.031124 | val_loss: 0.0311593 | Time: 3788.88 ms [2022-03-08 13:31:41 main:574] : INFO : Epoch 1790 | loss: 0.0311207 | val_loss: 0.0311584 | Time: 3671.33 ms [2022-03-08 13:31:45 main:574] : INFO : Epoch 1791 | loss: 0.03112 | val_loss: 0.03116 | Time: 4797.94 ms [2022-03-08 13:31:50 main:574] : INFO : Epoch 1792 | loss: 0.0311222 | val_loss: 0.0311567 | Time: 4222.93 ms [2022-03-08 13:31:53 main:574] : INFO : Epoch 1793 | loss: 0.0311227 | val_loss: 0.0311561 | Time: 3540.44 ms [2022-03-08 13:31:57 main:574] : INFO : Epoch 1794 | loss: 0.0311267 | val_loss: 0.0311619 | Time: 3466.2 ms [2022-03-08 13:32:01 main:574] : INFO : Epoch 1795 | loss: 0.0311319 | val_loss: 0.0311534 | Time: 3941.77 ms [2022-03-08 13:32:04 main:574] : INFO : Epoch 1796 | loss: 0.0311268 | val_loss: 0.0311555 | Time: 3429.35 ms [2022-03-08 13:32:09 main:574] : INFO : Epoch 1797 | loss: 0.0311247 | val_loss: 0.0311567 | Time: 4222.83 ms [2022-03-08 13:32:13 main:574] : INFO : Epoch 1798 | loss: 0.0311254 | val_loss: 0.0311551 | Time: 3959.92 ms [2022-03-08 13:32:16 main:574] : INFO : Epoch 1799 | loss: 0.0311222 | val_loss: 0.0311547 | Time: 3192.96 ms [2022-03-08 13:32:20 main:574] : INFO : Epoch 1800 | loss: 0.0311194 | val_loss: 0.0311567 | Time: 3646.13 ms [2022-03-08 13:32:23 main:574] : INFO : Epoch 1801 | loss: 0.0311214 | val_loss: 0.0311557 | Time: 2971.33 ms [2022-03-08 13:32:26 main:574] : INFO : Epoch 1802 | loss: 0.0311249 | val_loss: 0.0311549 | Time: 3221.91 ms [2022-03-08 13:32:29 main:574] : INFO : Epoch 1803 | loss: 0.0311296 | val_loss: 0.0311567 | Time: 3530.29 ms [2022-03-08 13:32:32 main:574] : INFO : Epoch 1804 | loss: 0.0311275 | val_loss: 0.0311529 | Time: 3065.54 ms [2022-03-08 13:32:36 main:574] : INFO : Epoch 1805 | loss: 0.0311278 | val_loss: 0.031153 | Time: 3578.89 ms [2022-03-08 13:32:39 main:574] : INFO : Epoch 1806 | loss: 0.0311247 | val_loss: 0.0311563 | Time: 3064.72 ms [2022-03-08 13:32:43 main:574] : INFO : Epoch 1807 | loss: 0.0311239 | val_loss: 0.0311578 | Time: 3377.72 ms [2022-03-08 13:32:46 main:574] : INFO : Epoch 1808 | loss: 0.0311232 | val_loss: 0.031156 | Time: 3251.26 ms [2022-03-08 13:32:49 main:574] : INFO : Epoch 1809 | loss: 0.0311221 | val_loss: 0.0311565 | Time: 2949.22 ms [2022-03-08 13:32:52 main:574] : INFO : Epoch 1810 | loss: 0.0311203 | val_loss: 0.0311537 | Time: 3051.55 ms [2022-03-08 13:32:55 main:574] : INFO : Epoch 1811 | loss: 0.0311211 | val_loss: 0.0311561 | Time: 3382.62 ms [2022-03-08 13:32:59 main:574] : INFO : Epoch 1812 | loss: 0.0311239 | val_loss: 0.0311545 | Time: 3334.79 ms [2022-03-08 13:33:02 main:574] : INFO : Epoch 1813 | loss: 0.0311277 | val_loss: 0.0311591 | Time: 3512.3 ms [2022-03-08 13:33:06 main:574] : INFO : Epoch 1814 | loss: 0.0311303 | val_loss: 0.0311597 | Time: 3881.2 ms [2022-03-08 13:33:10 main:574] : INFO : Epoch 1815 | loss: 0.0311301 | val_loss: 0.0311535 | Time: 4159.87 ms [2022-03-08 13:33:14 main:574] : INFO : Epoch 1816 | loss: 0.0311255 | val_loss: 0.0311526 | Time: 3557.09 ms [2022-03-08 13:33:19 main:574] : INFO : Epoch 1817 | loss: 0.0311244 | val_loss: 0.0311569 | Time: 4429.74 ms [2022-03-08 13:33:22 main:574] : INFO : Epoch 1818 | loss: 0.0311252 | val_loss: 0.0311595 | Time: 3230.36 ms [2022-03-08 13:33:25 main:574] : INFO : Epoch 1819 | loss: 0.0311241 | val_loss: 0.0311563 | Time: 3387.56 ms [2022-03-08 13:33:29 main:574] : INFO : Epoch 1820 | loss: 0.0311212 | val_loss: 0.0311544 | Time: 3511.97 ms [2022-03-08 13:33:32 main:574] : INFO : Epoch 1821 | loss: 0.0311213 | val_loss: 0.031151 | Time: 3276.73 ms [2022-03-08 13:33:35 main:574] : INFO : Epoch 1822 | loss: 0.031122 | val_loss: 0.0311552 | Time: 3337.07 ms [2022-03-08 13:33:38 main:574] : INFO : Epoch 1823 | loss: 0.0311244 | val_loss: 0.0311551 | Time: 2816.49 ms [2022-03-08 13:33:41 main:574] : INFO : Epoch 1824 | loss: 0.0311276 | val_loss: 0.0311592 | Time: 3139.01 ms [2022-03-08 13:33:44 main:574] : INFO : Epoch 1825 | loss: 0.03113 | val_loss: 0.0311561 | Time: 2999.92 ms [2022-03-08 13:33:49 main:574] : INFO : Epoch 1826 | loss: 0.0311257 | val_loss: 0.0311613 | Time: 4277.57 ms [2022-03-08 13:33:52 main:574] : INFO : Epoch 1827 | loss: 0.0311224 | val_loss: 0.0311557 | Time: 3524.02 ms [2022-03-08 13:33:56 main:574] : INFO : Epoch 1828 | loss: 0.031122 | val_loss: 0.0311611 | Time: 3707.38 ms [2022-03-08 13:34:00 main:574] : INFO : Epoch 1829 | loss: 0.0311223 | val_loss: 0.0311638 | Time: 4255.28 ms [2022-03-08 13:34:04 main:574] : INFO : Epoch 1830 | loss: 0.0311237 | val_loss: 0.0311564 | Time: 3042.06 ms [2022-03-08 13:34:07 main:574] : INFO : Epoch 1831 | loss: 0.0311212 | val_loss: 0.0311563 | Time: 3048.89 ms [2022-03-08 13:34:10 main:574] : INFO : Epoch 1832 | loss: 0.0311174 | val_loss: 0.0311647 | Time: 3822.46 ms [2022-03-08 13:34:14 main:574] : INFO : Epoch 1833 | loss: 0.031117 | val_loss: 0.0311563 | Time: 3476.89 ms [2022-03-08 13:34:18 main:574] : INFO : Epoch 1834 | loss: 0.0311151 | val_loss: 0.0311612 | Time: 4431.89 ms [2022-03-08 13:34:22 main:574] : INFO : Epoch 1835 | loss: 0.0311144 | val_loss: 0.0311566 | Time: 3731.18 ms [2022-03-08 13:34:26 main:574] : INFO : Epoch 1836 | loss: 0.0311453 | val_loss: 0.0311644 | Time: 3624.03 ms [2022-03-08 13:34:30 main:574] : INFO : Epoch 1837 | loss: 0.0311579 | val_loss: 0.0311588 | Time: 4130.96 ms [2022-03-08 13:34:34 main:574] : INFO : Epoch 1838 | loss: 0.0311522 | val_loss: 0.0311563 | Time: 3560.75 ms [2022-03-08 13:34:37 main:574] : INFO : Epoch 1839 | loss: 0.0311481 | val_loss: 0.0311528 | Time: 3515.75 ms [2022-03-08 13:34:40 main:574] : INFO : Epoch 1840 | loss: 0.0311458 | val_loss: 0.031156 | Time: 2945.96 ms [2022-03-08 13:34:44 main:574] : INFO : Epoch 1841 | loss: 0.0311489 | val_loss: 0.031161 | Time: 3377.62 ms [2022-03-08 13:34:47 main:574] : INFO : Epoch 1842 | loss: 0.0311527 | val_loss: 0.0311604 | Time: 3506.89 ms [2022-03-08 13:34:51 main:574] : INFO : Epoch 1843 | loss: 0.0311503 | val_loss: 0.0311592 | Time: 3984.53 ms [2022-03-08 13:34:55 main:574] : INFO : Epoch 1844 | loss: 0.0311497 | val_loss: 0.0311585 | Time: 3789.27 ms [2022-03-08 13:34:59 main:574] : INFO : Epoch 1845 | loss: 0.0311533 | val_loss: 0.0311631 | Time: 3659.01 ms [2022-03-08 13:35:03 main:574] : INFO : Epoch 1846 | loss: 0.0311609 | val_loss: 0.0311692 | Time: 3873.82 ms [2022-03-08 13:35:07 main:574] : INFO : Epoch 1847 | loss: 0.0311604 | val_loss: 0.0311741 | Time: 3782.6 ms [2022-03-08 13:35:10 main:574] : INFO : Epoch 1848 | loss: 0.0313337 | val_loss: 0.0314718 | Time: 3677.17 ms [2022-03-08 13:35:14 main:574] : INFO : Epoch 1849 | loss: 0.0322133 | val_loss: 0.0317374 | Time: 3676.03 ms [2022-03-08 13:35:18 main:574] : INFO : Epoch 1850 | loss: 0.0313763 | val_loss: 0.0312224 | Time: 3691.34 ms [2022-03-08 13:35:22 main:574] : INFO : Epoch 1851 | loss: 0.0311864 | val_loss: 0.0311594 | Time: 3797.48 ms [2022-03-08 13:35:25 main:574] : INFO : Epoch 1852 | loss: 0.0311495 | val_loss: 0.0311545 | Time: 2960.47 ms [2022-03-08 13:35:28 main:574] : INFO : Epoch 1853 | loss: 0.0311453 | val_loss: 0.0311548 | Time: 3785.35 ms [2022-03-08 13:35:31 main:574] : INFO : Epoch 1854 | loss: 0.031148 | val_loss: 0.0311712 | Time: 2919.03 ms [2022-03-08 13:35:35 main:574] : INFO : Epoch 1855 | loss: 0.0311441 | val_loss: 0.0311532 | Time: 4018.34 ms [2022-03-08 13:35:39 main:574] : INFO : Epoch 1856 | loss: 0.0311377 | val_loss: 0.0311529 | Time: 3596.47 ms [2022-03-08 13:35:43 main:574] : INFO : Epoch 1857 | loss: 0.0311378 | val_loss: 0.0311517 | Time: 4184.59 ms [2022-03-08 13:35:47 main:574] : INFO : Epoch 1858 | loss: 0.0311348 | val_loss: 0.0311517 | Time: 3732.76 ms [2022-03-08 13:35:51 main:574] : INFO : Epoch 1859 | loss: 0.0311325 | val_loss: 0.0311521 | Time: 4052.39 ms [2022-03-08 13:35:55 main:574] : INFO : Epoch 1860 | loss: 0.0311323 | val_loss: 0.0311512 | Time: 3692.46 ms [2022-03-08 13:35:59 main:574] : INFO : Epoch 1861 | loss: 0.0311327 | val_loss: 0.0311505 | Time: 4231.41 ms [2022-03-08 13:36:03 main:574] : INFO : Epoch 1862 | loss: 0.0311306 | val_loss: 0.031155 | Time: 3373.08 ms [2022-03-08 13:36:06 main:574] : INFO : Epoch 1863 | loss: 0.0311335 | val_loss: 0.0311532 | Time: 3600.36 ms [2022-03-08 13:36:10 main:574] : INFO : Epoch 1864 | loss: 0.0311304 | val_loss: 0.0311497 | Time: 3883.05 ms [2022-03-08 13:36:15 main:574] : INFO : Epoch 1865 | loss: 0.0311275 | val_loss: 0.0311511 | Time: 4790.14 ms [2022-03-08 13:36:19 main:574] : INFO : Epoch 1866 | loss: 0.0311274 | val_loss: 0.0311519 | Time: 3494.14 ms [2022-03-08 13:36:22 main:574] : INFO : Epoch 1867 | loss: 0.0311297 | val_loss: 0.0311514 | Time: 3846 ms [2022-03-08 13:36:27 main:574] : INFO : Epoch 1868 | loss: 0.0311309 | val_loss: 0.0311584 | Time: 4141.1 ms [2022-03-08 13:36:31 main:574] : INFO : Epoch 1869 | loss: 0.0311336 | val_loss: 0.03115 | Time: 4601.82 ms [2022-03-08 13:36:35 main:574] : INFO : Epoch 1870 | loss: 0.0311336 | val_loss: 0.0311501 | Time: 3765.66 ms [2022-03-08 13:36:39 main:574] : INFO : Epoch 1871 | loss: 0.0311314 | val_loss: 0.031151 | Time: 4028.59 ms [2022-03-08 13:36:43 main:574] : INFO : Epoch 1872 | loss: 0.0311301 | val_loss: 0.0311494 | Time: 3380.82 ms [2022-03-08 13:36:46 main:574] : INFO : Epoch 1873 | loss: 0.0311284 | val_loss: 0.0311521 | Time: 3089.21 ms [2022-03-08 13:36:49 main:574] : INFO : Epoch 1874 | loss: 0.0311265 | val_loss: 0.0311531 | Time: 3123.14 ms [2022-03-08 13:36:52 main:574] : INFO : Epoch 1875 | loss: 0.031126 | val_loss: 0.0311529 | Time: 3409.29 ms [2022-03-08 13:36:56 main:574] : INFO : Epoch 1876 | loss: 0.0311271 | val_loss: 0.0311518 | Time: 3514.55 ms [2022-03-08 13:37:00 main:574] : INFO : Epoch 1877 | loss: 0.0311268 | val_loss: 0.0311519 | Time: 3605.51 ms [2022-03-08 13:37:03 main:574] : INFO : Epoch 1878 | loss: 0.0311249 | val_loss: 0.0311568 | Time: 3391.14 ms [2022-03-08 13:37:06 main:574] : INFO : Epoch 1879 | loss: 0.0311297 | val_loss: 0.0311563 | Time: 3154.98 ms [2022-03-08 13:37:10 main:574] : INFO : Epoch 1880 | loss: 0.031132 | val_loss: 0.0311604 | Time: 3533.23 ms [2022-03-08 13:37:13 main:574] : INFO : Epoch 1881 | loss: 0.0311302 | val_loss: 0.0311517 | Time: 3397.77 ms [2022-03-08 13:37:17 main:574] : INFO : Epoch 1882 | loss: 0.031124 | val_loss: 0.0311502 | Time: 3378.51 ms [2022-03-08 13:37:20 main:574] : INFO : Epoch 1883 | loss: 0.0311234 | val_loss: 0.0311514 | Time: 3457.86 ms [2022-03-08 13:37:24 main:574] : INFO : Epoch 1884 | loss: 0.0311246 | val_loss: 0.0311514 | Time: 3763.39 ms [2022-03-08 13:37:28 main:574] : INFO : Epoch 1885 | loss: 0.0311265 | val_loss: 0.0311625 | Time: 4124.93 ms [2022-03-08 13:37:32 main:574] : INFO : Epoch 1886 | loss: 0.0311247 | val_loss: 0.031152 | Time: 4127.24 ms [2022-03-08 13:37:37 main:574] : INFO : Epoch 1887 | loss: 0.0311242 | val_loss: 0.0311576 | Time: 4391.69 ms [2022-03-08 13:37:40 main:574] : INFO : Epoch 1888 | loss: 0.0311223 | val_loss: 0.031157 | Time: 3561.41 ms [2022-03-08 13:37:45 main:574] : INFO : Epoch 1889 | loss: 0.0311257 | val_loss: 0.0311623 | Time: 4228.54 ms [2022-03-08 13:37:49 main:574] : INFO : Epoch 1890 | loss: 0.031123 | val_loss: 0.0311519 | Time: 3935.08 ms [2022-03-08 13:37:52 main:574] : INFO : Epoch 1891 | loss: 0.0311218 | val_loss: 0.0311548 | Time: 3505.91 ms [2022-03-08 13:37:56 main:574] : INFO : Epoch 1892 | loss: 0.031123 | val_loss: 0.0311564 | Time: 3703.7 ms [2022-03-08 13:38:00 main:574] : INFO : Epoch 1893 | loss: 0.0311203 | val_loss: 0.0311529 | Time: 3702.6 ms [2022-03-08 13:38:03 main:574] : INFO : Epoch 1894 | loss: 0.0311207 | val_loss: 0.0311562 | Time: 3183.97 ms [2022-03-08 13:38:06 main:574] : INFO : Epoch 1895 | loss: 0.0311246 | val_loss: 0.0311565 | Time: 3561.16 ms [2022-03-08 13:38:09 main:574] : INFO : Epoch 1896 | loss: 0.0311239 | val_loss: 0.0311555 | Time: 2824.71 ms [2022-03-08 13:38:12 main:574] : INFO : Epoch 1897 | loss: 0.0311237 | val_loss: 0.0311509 | Time: 2587.91 ms [2022-03-08 13:38:16 main:574] : INFO : Epoch 1898 | loss: 0.0311243 | val_loss: 0.0311541 | Time: 3418.3 ms [2022-03-08 13:38:19 main:574] : INFO : Epoch 1899 | loss: 0.031123 | val_loss: 0.0311555 | Time: 2966.79 ms [2022-03-08 13:38:23 main:574] : INFO : Epoch 1900 | loss: 0.0311225 | val_loss: 0.0311611 | Time: 3473.84 ms [2022-03-08 13:38:26 main:574] : INFO : Epoch 1901 | loss: 0.0311234 | val_loss: 0.0311557 | Time: 3080.53 ms [2022-03-08 13:38:30 main:574] : INFO : Epoch 1902 | loss: 0.0311191 | val_loss: 0.0311541 | Time: 3624.84 ms [2022-03-08 13:38:33 main:574] : INFO : Epoch 1903 | loss: 0.0311176 | val_loss: 0.0311549 | Time: 2942.3 ms [2022-03-08 13:38:36 main:574] : INFO : Epoch 1904 | loss: 0.031123 | val_loss: 0.0311555 | Time: 2920.94 ms [2022-03-08 13:38:39 main:574] : INFO : Epoch 1905 | loss: 0.0311258 | val_loss: 0.0311545 | Time: 3203.68 ms [2022-03-08 13:38:42 main:574] : INFO : Epoch 1906 | loss: 0.0311245 | val_loss: 0.0311594 | Time: 3199.01 ms [2022-03-08 13:38:46 main:574] : INFO : Epoch 1907 | loss: 0.0311294 | val_loss: 0.0311634 | Time: 3371.52 ms [2022-03-08 13:38:49 main:574] : INFO : Epoch 1908 | loss: 0.0311296 | val_loss: 0.0311574 | Time: 3222.55 ms [2022-03-08 13:38:52 main:574] : INFO : Epoch 1909 | loss: 0.0311266 | val_loss: 0.0311558 | Time: 3041.37 ms [2022-03-08 13:38:55 main:574] : INFO : Epoch 1910 | loss: 0.0311241 | val_loss: 0.0311535 | Time: 2993.02 ms [2022-03-08 13:38:58 main:574] : INFO : Epoch 1911 | loss: 0.0311216 | val_loss: 0.0311565 | Time: 3192.18 ms [2022-03-08 13:39:02 main:574] : INFO : Epoch 1912 | loss: 0.0311191 | val_loss: 0.0311571 | Time: 3411.89 ms [2022-03-08 13:39:06 main:574] : INFO : Epoch 1913 | loss: 0.0311195 | val_loss: 0.0311579 | Time: 3859.36 ms [2022-03-08 13:39:09 main:574] : INFO : Epoch 1914 | loss: 0.031121 | val_loss: 0.0311582 | Time: 3432.4 ms [2022-03-08 13:39:13 main:574] : INFO : Epoch 1915 | loss: 0.0311198 | val_loss: 0.0311594 | Time: 4235.42 ms [2022-03-08 13:39:17 main:574] : INFO : Epoch 1916 | loss: 0.0311211 | val_loss: 0.0311597 | Time: 3797.29 ms [2022-03-08 13:39:21 main:574] : INFO : Epoch 1917 | loss: 0.0311185 | val_loss: 0.0311572 | Time: 3602.92 ms [2022-03-08 13:39:24 main:574] : INFO : Epoch 1918 | loss: 0.0311169 | val_loss: 0.0311605 | Time: 3207.68 ms [2022-03-08 13:39:27 main:574] : INFO : Epoch 1919 | loss: 0.031117 | val_loss: 0.0311593 | Time: 3431.05 ms [2022-03-08 13:39:31 main:574] : INFO : Epoch 1920 | loss: 0.0311158 | val_loss: 0.0311623 | Time: 3633.23 ms [2022-03-08 13:39:34 main:574] : INFO : Epoch 1921 | loss: 0.0311169 | val_loss: 0.0311562 | Time: 3084.51 ms [2022-03-08 13:39:38 main:574] : INFO : Epoch 1922 | loss: 0.0311198 | val_loss: 0.0311599 | Time: 3233.21 ms [2022-03-08 13:39:41 main:574] : INFO : Epoch 1923 | loss: 0.0311191 | val_loss: 0.0311594 | Time: 3494.99 ms [2022-03-08 13:39:44 main:574] : INFO : Epoch 1924 | loss: 0.0311214 | val_loss: 0.0311554 | Time: 3220.19 ms [2022-03-08 13:39:47 main:574] : INFO : Epoch 1925 | loss: 0.0311257 | val_loss: 0.0311554 | Time: 2942.33 ms [2022-03-08 13:39:50 main:574] : INFO : Epoch 1926 | loss: 0.0311239 | val_loss: 0.0311549 | Time: 3072.05 ms [2022-03-08 13:39:54 main:574] : INFO : Epoch 1927 | loss: 0.0311278 | val_loss: 0.0311548 | Time: 3603.97 ms [2022-03-08 13:39:57 main:574] : INFO : Epoch 1928 | loss: 0.0311306 | val_loss: 0.0311534 | Time: 3294.81 ms [2022-03-08 13:40:00 main:574] : INFO : Epoch 1929 | loss: 0.0311271 | val_loss: 0.0311529 | Time: 2972.04 ms [2022-03-08 13:40:03 main:574] : INFO : Epoch 1930 | loss: 0.0311272 | val_loss: 0.0311511 | Time: 2933.61 ms [2022-03-08 13:40:06 main:574] : INFO : Epoch 1931 | loss: 0.0311269 | val_loss: 0.0311522 | Time: 2870.17 ms [2022-03-08 13:40:09 main:574] : INFO : Epoch 1932 | loss: 0.0311274 | val_loss: 0.031153 | Time: 2555.89 ms [2022-03-08 13:40:12 main:574] : INFO : Epoch 1933 | loss: 0.0311307 | val_loss: 0.0311552 | Time: 2643.77 ms [2022-03-08 13:40:14 main:574] : INFO : Epoch 1934 | loss: 0.0311262 | val_loss: 0.0311555 | Time: 2680.17 ms [2022-03-08 13:40:17 main:574] : INFO : Epoch 1935 | loss: 0.0311247 | val_loss: 0.0311577 | Time: 2680.01 ms [2022-03-08 13:40:20 main:574] : INFO : Epoch 1936 | loss: 0.0311254 | val_loss: 0.0311567 | Time: 2795.56 ms [2022-03-08 13:40:23 main:574] : INFO : Epoch 1937 | loss: 0.0311232 | val_loss: 0.0311561 | Time: 2828.39 ms [2022-03-08 13:40:26 main:574] : INFO : Epoch 1938 | loss: 0.0311214 | val_loss: 0.031155 | Time: 2698.91 ms [2022-03-08 13:40:28 main:574] : INFO : Epoch 1939 | loss: 0.0311225 | val_loss: 0.0311554 | Time: 2559.44 ms [2022-03-08 13:40:31 main:574] : INFO : Epoch 1940 | loss: 0.03112 | val_loss: 0.0311548 | Time: 3119.44 ms [2022-03-08 13:40:34 main:574] : INFO : Epoch 1941 | loss: 0.0311196 | val_loss: 0.0311579 | Time: 2837.13 ms [2022-03-08 13:40:37 main:574] : INFO : Epoch 1942 | loss: 0.0311203 | val_loss: 0.0311525 | Time: 3040.47 ms [2022-03-08 13:40:40 main:574] : INFO : Epoch 1943 | loss: 0.0311223 | val_loss: 0.0311536 | Time: 2894.86 ms [2022-03-08 13:40:44 main:574] : INFO : Epoch 1944 | loss: 0.03112 | val_loss: 0.0311531 | Time: 3342.29 ms [2022-03-08 13:40:47 main:574] : INFO : Epoch 1945 | loss: 0.031117 | val_loss: 0.0311596 | Time: 3312.38 ms [2022-03-08 13:40:50 main:574] : INFO : Epoch 1946 | loss: 0.0311187 | val_loss: 0.0311553 | Time: 3002.36 ms [2022-03-08 13:40:53 main:574] : INFO : Epoch 1947 | loss: 0.0311185 | val_loss: 0.0311578 | Time: 2755.93 ms [2022-03-08 13:40:56 main:574] : INFO : Epoch 1948 | loss: 0.0311184 | val_loss: 0.0311582 | Time: 2942.52 ms [2022-03-08 13:40:59 main:574] : INFO : Epoch 1949 | loss: 0.0311206 | val_loss: 0.0311622 | Time: 2704.5 ms [2022-03-08 13:41:01 main:574] : INFO : Epoch 1950 | loss: 0.0311182 | val_loss: 0.0311645 | Time: 2749.28 ms [2022-03-08 13:41:04 main:574] : INFO : Epoch 1951 | loss: 0.0311203 | val_loss: 0.0311593 | Time: 2677.98 ms [2022-03-08 13:41:07 main:574] : INFO : Epoch 1952 | loss: 0.0311191 | val_loss: 0.0311567 | Time: 3120.22 ms [2022-03-08 13:41:10 main:574] : INFO : Epoch 1953 | loss: 0.0311198 | val_loss: 0.0311538 | Time: 2860.89 ms [2022-03-08 13:41:14 main:574] : INFO : Epoch 1954 | loss: 0.0311232 | val_loss: 0.0311579 | Time: 3445.55 ms [2022-03-08 13:41:17 main:574] : INFO : Epoch 1955 | loss: 0.0311254 | val_loss: 0.0311581 | Time: 3444.93 ms [2022-03-08 13:41:20 main:574] : INFO : Epoch 1956 | loss: 0.0311232 | val_loss: 0.0311596 | Time: 3046.5 ms [2022-03-08 13:41:24 main:574] : INFO : Epoch 1957 | loss: 0.0311203 | val_loss: 0.0311604 | Time: 3598.43 ms [2022-03-08 13:41:27 main:574] : INFO : Epoch 1958 | loss: 0.0311191 | val_loss: 0.0311565 | Time: 3452.89 ms [2022-03-08 13:41:30 main:574] : INFO : Epoch 1959 | loss: 0.0311166 | val_loss: 0.0311581 | Time: 3082.45 ms [2022-03-08 13:41:34 main:574] : INFO : Epoch 1960 | loss: 0.0311161 | val_loss: 0.0311588 | Time: 3213.97 ms [2022-03-08 13:41:37 main:574] : INFO : Epoch 1961 | loss: 0.0311162 | val_loss: 0.0311573 | Time: 3202.72 ms [2022-03-08 13:41:40 main:574] : INFO : Epoch 1962 | loss: 0.0311209 | val_loss: 0.031157 | Time: 3045.61 ms [2022-03-08 13:41:43 main:574] : INFO : Epoch 1963 | loss: 0.0311209 | val_loss: 0.0311573 | Time: 2871.03 ms [2022-03-08 13:41:46 main:574] : INFO : Epoch 1964 | loss: 0.03112 | val_loss: 0.0311542 | Time: 2956.71 ms [2022-03-08 13:41:49 main:574] : INFO : Epoch 1965 | loss: 0.0311199 | val_loss: 0.0311565 | Time: 2937.35 ms [2022-03-08 13:41:52 main:574] : INFO : Epoch 1966 | loss: 0.0311211 | val_loss: 0.0311534 | Time: 3160.44 ms [2022-03-08 13:41:55 main:574] : INFO : Epoch 1967 | loss: 0.0311222 | val_loss: 0.0311601 | Time: 2949.99 ms [2022-03-08 13:41:59 main:574] : INFO : Epoch 1968 | loss: 0.031118 | val_loss: 0.0311562 | Time: 3480.84 ms [2022-03-08 13:42:02 main:574] : INFO : Epoch 1969 | loss: 0.0311152 | val_loss: 0.0311609 | Time: 3709.31 ms [2022-03-08 13:42:06 main:574] : INFO : Epoch 1970 | loss: 0.0311181 | val_loss: 0.0311588 | Time: 3600.33 ms [2022-03-08 13:42:09 main:574] : INFO : Epoch 1971 | loss: 0.0311145 | val_loss: 0.03116 | Time: 2957.52 ms [2022-03-08 13:42:12 main:574] : INFO : Epoch 1972 | loss: 0.0311154 | val_loss: 0.0311574 | Time: 3197.22 ms [2022-03-08 13:42:15 main:574] : INFO : Epoch 1973 | loss: 0.0311187 | val_loss: 0.0311571 | Time: 2903.62 ms [2022-03-08 13:42:18 main:574] : INFO : Epoch 1974 | loss: 0.0311165 | val_loss: 0.0311559 | Time: 3161.49 ms [2022-03-08 13:42:22 main:574] : INFO : Epoch 1975 | loss: 0.0311166 | val_loss: 0.0311573 | Time: 3159.56 ms [2022-03-08 13:42:25 main:574] : INFO : Epoch 1976 | loss: 0.0311156 | val_loss: 0.0311563 | Time: 2990.78 ms [2022-03-08 13:42:28 main:574] : INFO : Epoch 1977 | loss: 0.0311162 | val_loss: 0.0311578 | Time: 2906.3 ms [2022-03-08 13:42:31 main:574] : INFO : Epoch 1978 | loss: 0.0311135 | val_loss: 0.0311618 | Time: 3363.67 ms [2022-03-08 13:42:35 main:574] : INFO : Epoch 1979 | loss: 0.0311163 | val_loss: 0.0311627 | Time: 3969.89 ms [2022-03-08 13:42:39 main:574] : INFO : Epoch 1980 | loss: 0.0311144 | val_loss: 0.031163 | Time: 4024.82 ms [2022-03-08 13:42:43 main:574] : INFO : Epoch 1981 | loss: 0.0311177 | val_loss: 0.0311586 | Time: 3503.48 ms [2022-03-08 13:42:45 main:574] : INFO : Epoch 1982 | loss: 0.0311172 | val_loss: 0.031162 | Time: 2719.42 ms [2022-03-08 13:42:48 main:574] : INFO : Epoch 1983 | loss: 0.0311159 | val_loss: 0.0311613 | Time: 3057.64 ms [2022-03-08 13:42:51 main:574] : INFO : Epoch 1984 | loss: 0.0311161 | val_loss: 0.0311629 | Time: 2752.55 ms [2022-03-08 13:42:55 main:574] : INFO : Epoch 1985 | loss: 0.031116 | val_loss: 0.0311562 | Time: 3524.26 ms [2022-03-08 13:42:58 main:574] : INFO : Epoch 1986 | loss: 0.031117 | val_loss: 0.0311576 | Time: 3011.44 ms [2022-03-08 13:43:01 main:574] : INFO : Epoch 1987 | loss: 0.0311323 | val_loss: 0.0311551 | Time: 3263.59 ms [2022-03-08 13:43:04 main:574] : INFO : Epoch 1988 | loss: 0.0311319 | val_loss: 0.0311584 | Time: 3268.03 ms [2022-03-08 13:43:07 main:574] : INFO : Epoch 1989 | loss: 0.0311282 | val_loss: 0.0311512 | Time: 2935.08 ms [2022-03-08 13:43:11 main:574] : INFO : Epoch 1990 | loss: 0.0311245 | val_loss: 0.0311532 | Time: 3369.8 ms [2022-03-08 13:43:14 main:574] : INFO : Epoch 1991 | loss: 0.0311233 | val_loss: 0.0311566 | Time: 3644.89 ms [2022-03-08 13:43:18 main:574] : INFO : Epoch 1992 | loss: 0.0311219 | val_loss: 0.0311532 | Time: 3038.97 ms [2022-03-08 13:43:21 main:574] : INFO : Epoch 1993 | loss: 0.0311197 | val_loss: 0.0311556 | Time: 3056.2 ms [2022-03-08 13:43:23 main:574] : INFO : Epoch 1994 | loss: 0.0311175 | val_loss: 0.0311582 | Time: 2789.99 ms [2022-03-08 13:43:27 main:574] : INFO : Epoch 1995 | loss: 0.0311182 | val_loss: 0.0311529 | Time: 3191.03 ms [2022-03-08 13:43:30 main:574] : INFO : Epoch 1996 | loss: 0.0311191 | val_loss: 0.0311539 | Time: 3135.43 ms [2022-03-08 13:43:33 main:574] : INFO : Epoch 1997 | loss: 0.0311184 | val_loss: 0.0311553 | Time: 2635.61 ms [2022-03-08 13:43:36 main:574] : INFO : Epoch 1998 | loss: 0.0311164 | val_loss: 0.0311529 | Time: 3052.51 ms [2022-03-08 13:43:38 main:574] : INFO : Epoch 1999 | loss: 0.0311155 | val_loss: 0.0311547 | Time: 2537.21 ms [2022-03-08 13:43:42 main:574] : INFO : Epoch 2000 | loss: 0.0311143 | val_loss: 0.0311542 | Time: 3484.68 ms [2022-03-08 13:43:45 main:574] : INFO : Epoch 2001 | loss: 0.0311131 | val_loss: 0.0311539 | Time: 3083.1 ms [2022-03-08 13:43:48 main:574] : INFO : Epoch 2002 | loss: 0.0311124 | val_loss: 0.0311564 | Time: 2954.51 ms [2022-03-08 13:43:51 main:574] : INFO : Epoch 2003 | loss: 0.0311178 | val_loss: 0.031155 | Time: 2900.02 ms [2022-03-08 13:43:54 main:574] : INFO : Epoch 2004 | loss: 0.0311254 | val_loss: 0.0311542 | Time: 3248.27 ms [2022-03-08 13:43:57 main:574] : INFO : Epoch 2005 | loss: 0.031126 | val_loss: 0.0311589 | Time: 2874.21 ms [2022-03-08 13:44:00 main:574] : INFO : Epoch 2006 | loss: 0.0311215 | val_loss: 0.031157 | Time: 2638.9 ms [2022-03-08 13:44:03 main:574] : INFO : Epoch 2007 | loss: 0.0311214 | val_loss: 0.0311565 | Time: 3327.78 ms [2022-03-08 13:44:06 main:574] : INFO : Epoch 2008 | loss: 0.0311186 | val_loss: 0.0311601 | Time: 3356.7 ms [2022-03-08 13:44:10 main:574] : INFO : Epoch 2009 | loss: 0.0311178 | val_loss: 0.0311558 | Time: 3207.59 ms [2022-03-08 13:44:13 main:574] : INFO : Epoch 2010 | loss: 0.031118 | val_loss: 0.0311589 | Time: 3603.14 ms [2022-03-08 13:44:17 main:574] : INFO : Epoch 2011 | loss: 0.0311174 | val_loss: 0.0311543 | Time: 3424.7 ms [2022-03-08 13:44:20 main:574] : INFO : Epoch 2012 | loss: 0.03112 | val_loss: 0.0311569 | Time: 2897.37 ms [2022-03-08 13:44:23 main:574] : INFO : Epoch 2013 | loss: 0.0311196 | val_loss: 0.0311583 | Time: 2908.23 ms [2022-03-08 13:44:26 main:574] : INFO : Epoch 2014 | loss: 0.0311342 | val_loss: 0.0311564 | Time: 3234.49 ms [2022-03-08 13:44:29 main:574] : INFO : Epoch 2015 | loss: 0.0311306 | val_loss: 0.0311556 | Time: 3141.93 ms [2022-03-08 13:44:32 main:574] : INFO : Epoch 2016 | loss: 0.0311275 | val_loss: 0.0311558 | Time: 3225.38 ms [2022-03-08 13:44:36 main:574] : INFO : Epoch 2017 | loss: 0.0311231 | val_loss: 0.0311552 | Time: 3555.48 ms [2022-03-08 13:44:39 main:574] : INFO : Epoch 2018 | loss: 0.0311221 | val_loss: 0.0311572 | Time: 3393.79 ms [2022-03-08 13:44:42 main:574] : INFO : Epoch 2019 | loss: 0.03112 | val_loss: 0.0311595 | Time: 2937.2 ms [2022-03-08 13:44:45 main:574] : INFO : Epoch 2020 | loss: 0.0311203 | val_loss: 0.0311533 | Time: 2829.46 ms [2022-03-08 13:44:48 main:574] : INFO : Epoch 2021 | loss: 0.0311193 | val_loss: 0.031155 | Time: 2700.69 ms [2022-03-08 13:44:51 main:574] : INFO : Epoch 2022 | loss: 0.0311185 | val_loss: 0.0311588 | Time: 2528.48 ms [2022-03-08 13:44:53 main:574] : INFO : Epoch 2023 | loss: 0.0311187 | val_loss: 0.0311579 | Time: 2769.51 ms [2022-03-08 13:44:56 main:574] : INFO : Epoch 2024 | loss: 0.0311159 | val_loss: 0.0311542 | Time: 2766.79 ms [2022-03-08 13:44:59 main:574] : INFO : Epoch 2025 | loss: 0.0311135 | val_loss: 0.0311603 | Time: 2967.2 ms [2022-03-08 13:45:02 main:574] : INFO : Epoch 2026 | loss: 0.0311126 | val_loss: 0.0311581 | Time: 2736.96 ms [2022-03-08 13:45:05 main:574] : INFO : Epoch 2027 | loss: 0.0311153 | val_loss: 0.0311598 | Time: 2911.84 ms [2022-03-08 13:45:08 main:574] : INFO : Epoch 2028 | loss: 0.0311147 | val_loss: 0.0311614 | Time: 3363.24 ms [2022-03-08 13:45:12 main:574] : INFO : Epoch 2029 | loss: 0.0311163 | val_loss: 0.031156 | Time: 3326.08 ms [2022-03-08 13:45:15 main:574] : INFO : Epoch 2030 | loss: 0.0311143 | val_loss: 0.0311562 | Time: 3173.05 ms [2022-03-08 13:45:18 main:574] : INFO : Epoch 2031 | loss: 0.0311126 | val_loss: 0.0311593 | Time: 2742.51 ms [2022-03-08 13:45:20 main:574] : INFO : Epoch 2032 | loss: 0.0311208 | val_loss: 0.031153 | Time: 2774.8 ms [2022-03-08 13:45:23 main:574] : INFO : Epoch 2033 | loss: 0.0311245 | val_loss: 0.0311569 | Time: 2654.1 ms [2022-03-08 13:45:26 main:574] : INFO : Epoch 2034 | loss: 0.0311196 | val_loss: 0.0311585 | Time: 2713.88 ms [2022-03-08 13:45:28 main:574] : INFO : Epoch 2035 | loss: 0.0311152 | val_loss: 0.0311545 | Time: 2610.17 ms [2022-03-08 13:45:32 main:574] : INFO : Epoch 2036 | loss: 0.0311147 | val_loss: 0.0311642 | Time: 3181.04 ms [2022-03-08 13:45:35 main:574] : INFO : Epoch 2037 | loss: 0.0311171 | val_loss: 0.0311594 | Time: 2824.89 ms [2022-03-08 13:45:37 main:574] : INFO : Epoch 2038 | loss: 0.031113 | val_loss: 0.0311562 | Time: 2697.59 ms [2022-03-08 13:45:41 main:574] : INFO : Epoch 2039 | loss: 0.0311101 | val_loss: 0.0311589 | Time: 3455.68 ms [2022-03-08 13:45:44 main:574] : INFO : Epoch 2040 | loss: 0.031111 | val_loss: 0.0311597 | Time: 2986.36 ms [2022-03-08 13:45:48 main:574] : INFO : Epoch 2041 | loss: 0.0311153 | val_loss: 0.0311585 | Time: 3713.99 ms [2022-03-08 13:45:51 main:574] : INFO : Epoch 2042 | loss: 0.0311143 | val_loss: 0.0311568 | Time: 3224.93 ms [2022-03-08 13:45:54 main:574] : INFO : Epoch 2043 | loss: 0.0311127 | val_loss: 0.0311612 | Time: 3473.16 ms [2022-03-08 13:45:58 main:574] : INFO : Epoch 2044 | loss: 0.0311141 | val_loss: 0.0311633 | Time: 3623.6 ms [2022-03-08 13:46:01 main:574] : INFO : Epoch 2045 | loss: 0.0311121 | val_loss: 0.0311619 | Time: 2780.69 ms [2022-03-08 13:46:04 main:574] : INFO : Epoch 2046 | loss: 0.0311122 | val_loss: 0.0311585 | Time: 2999.4 ms [2022-03-08 13:46:07 main:574] : INFO : Epoch 2047 | loss: 0.0311107 | val_loss: 0.0311629 | Time: 3287.94 ms [2022-03-08 13:46:10 main:574] : INFO : Epoch 2048 | loss: 0.0311095 | val_loss: 0.0311548 | Time: 3112.62 ms [2022-03-08 13:46:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311548 [2022-03-08 13:46:10 main:603] : INFO : Saving end state to config to file [2022-03-08 13:46:10 main:608] : INFO : Success, exiting.. 13:46:10 (1204): 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)