Task 13521787
| Name | ParityModified-1647042852-22554-1-0_0 |
| Workunit | 10618943 |
| Created | 22 Mar 2022, 0:49:09 UTC |
| Sent | 31 Mar 2022, 13:26:08 UTC |
| Report deadline | 8 Apr 2022, 13:26:08 UTC |
| Received | 1 Apr 2022, 12:21:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13155 |
| Run time | 2 hours 4 min 46 sec |
| CPU time | 2 hours 0 min 21 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> :574] : INFO : Epoch 1542 | loss: 0.0311314 | val_loss: 0.0311668 | Time: 3434.57 ms [2022-04-01 03:50:26 main:574] : INFO : Epoch 1543 | loss: 0.0311341 | val_loss: 0.0311602 | Time: 3732.24 ms [2022-04-01 03:50:30 main:574] : INFO : Epoch 1544 | loss: 0.0311326 | val_loss: 0.0311572 | Time: 3761.32 ms [2022-04-01 03:50:33 main:574] : INFO : Epoch 1545 | loss: 0.0311321 | val_loss: 0.0311652 | Time: 3447.64 ms [2022-04-01 03:50:37 main:574] : INFO : Epoch 1546 | loss: 0.0311297 | val_loss: 0.0311615 | Time: 3719.28 ms [2022-04-01 03:50:41 main:574] : INFO : Epoch 1547 | loss: 0.0311284 | val_loss: 0.0311621 | Time: 3524.97 ms [2022-04-01 03:50:44 main:574] : INFO : Epoch 1548 | loss: 0.0311275 | val_loss: 0.0311616 | Time: 3531.65 ms [2022-04-01 03:50:48 main:574] : INFO : Epoch 1549 | loss: 0.0311257 | val_loss: 0.0311551 | Time: 3631.08 ms [2022-04-01 03:50:52 main:574] : INFO : Epoch 1550 | loss: 0.031124 | val_loss: 0.0311573 | Time: 3720.93 ms [2022-04-01 03:50:55 main:574] : INFO : Epoch 1551 | loss: 0.0311203 | val_loss: 0.0311599 | Time: 3444.35 ms [2022-04-01 03:50:59 main:574] : INFO : Epoch 1552 | loss: 0.0311219 | val_loss: 0.031157 | Time: 3412.13 ms [2022-04-01 03:51:02 main:574] : INFO : Epoch 1553 | loss: 0.03112 | val_loss: 0.0311615 | Time: 3542.44 ms [2022-04-01 03:51:06 main:574] : INFO : Epoch 1554 | loss: 0.0311195 | val_loss: 0.0311585 | Time: 3473.17 ms [2022-04-01 03:51:10 main:574] : INFO : Epoch 1555 | loss: 0.0311237 | val_loss: 0.0311632 | Time: 3634.75 ms [2022-04-01 03:51:13 main:574] : INFO : Epoch 1556 | loss: 0.0311297 | val_loss: 0.0311628 | Time: 3562.14 ms [2022-04-01 03:51:17 main:574] : INFO : Epoch 1557 | loss: 0.0311298 | val_loss: 0.0311593 | Time: 3827.16 ms [2022-04-01 03:51:21 main:574] : INFO : Epoch 1558 | loss: 0.0311224 | val_loss: 0.0311593 | Time: 3580.21 ms [2022-04-01 03:51:24 main:574] : INFO : Epoch 1559 | loss: 0.0311182 | val_loss: 0.031161 | Time: 3820.67 ms [2022-04-01 03:51:28 main:574] : INFO : Epoch 1560 | loss: 0.0311181 | val_loss: 0.0311613 | Time: 3589.91 ms [2022-04-01 03:51:32 main:574] : INFO : Epoch 1561 | loss: 0.0311169 | val_loss: 0.0311637 | Time: 3667.99 ms [2022-04-01 03:51:35 main:574] : INFO : Epoch 1562 | loss: 0.0311164 | val_loss: 0.0311608 | Time: 3487.04 ms [2022-04-01 03:51:39 main:574] : INFO : Epoch 1563 | loss: 0.0311159 | val_loss: 0.0311602 | Time: 3472.38 ms [2022-04-01 03:51:42 main:574] : INFO : Epoch 1564 | loss: 0.0311147 | val_loss: 0.0311604 | Time: 3471.67 ms [2022-04-01 03:51:46 main:574] : INFO : Epoch 1565 | loss: 0.0311219 | val_loss: 0.0311621 | Time: 3467.93 ms [2022-04-01 03:51:49 main:574] : INFO : Epoch 1566 | loss: 0.031139 | val_loss: 0.0311618 | Time: 3481.46 ms [2022-04-01 03:51:53 main:574] : INFO : Epoch 1567 | loss: 0.0311398 | val_loss: 0.0311627 | Time: 3577.48 ms [2022-04-01 03:51:57 main:574] : INFO : Epoch 1568 | loss: 0.0311381 | val_loss: 0.0311623 | Time: 3489.74 ms [2022-04-01 03:52:00 main:574] : INFO : Epoch 1569 | loss: 0.0311334 | val_loss: 0.0311615 | Time: 3745.61 ms [2022-04-01 03:52:04 main:574] : INFO : Epoch 1570 | loss: 0.0311314 | val_loss: 0.0311618 | Time: 3550.77 ms [2022-04-01 03:52:08 main:574] : INFO : Epoch 1571 | loss: 0.0311283 | val_loss: 0.0311609 | Time: 3586.29 ms [2022-04-01 03:52:11 main:574] : INFO : Epoch 1572 | loss: 0.0311262 | val_loss: 0.0311552 | Time: 3440.96 ms [2022-04-01 03:52:15 main:574] : INFO : Epoch 1573 | loss: 0.031127 | val_loss: 0.0311572 | Time: 3522 ms [2022-04-01 03:52:19 main:574] : INFO : Epoch 1574 | loss: 0.0311241 | val_loss: 0.0311599 | Time: 3865.98 ms [2022-04-01 03:52:22 main:574] : INFO : Epoch 1575 | loss: 0.0311249 | val_loss: 0.0311582 | Time: 3586.74 ms [2022-04-01 03:52:26 main:574] : INFO : Epoch 1576 | loss: 0.031124 | val_loss: 0.0311626 | Time: 3437.04 ms [2022-04-01 03:52:30 main:574] : INFO : Epoch 1577 | loss: 0.0311334 | val_loss: 0.0311703 | Time: 3713.33 ms [2022-04-01 03:52:33 main:574] : INFO : Epoch 1578 | loss: 0.0314001 | val_loss: 0.0326735 | Time: 3615.04 ms [2022-04-01 03:52:37 main:574] : INFO : Epoch 1579 | loss: 0.0335945 | val_loss: 0.0326885 | Time: 3568.89 ms [2022-04-01 03:52:41 main:574] : INFO : Epoch 1580 | loss: 0.0315867 | val_loss: 0.0312869 | Time: 3817.03 ms [2022-04-01 03:52:44 main:574] : INFO : Epoch 1581 | loss: 0.031245 | val_loss: 0.0312043 | Time: 3540.18 ms [2022-04-01 03:52:48 main:574] : INFO : Epoch 1582 | loss: 0.0311692 | val_loss: 0.0311682 | Time: 3761.46 ms [2022-04-01 03:52:52 main:574] : INFO : Epoch 1583 | loss: 0.0311487 | val_loss: 0.0311621 | Time: 3666.76 ms [2022-04-01 03:52:55 main:574] : INFO : Epoch 1584 | loss: 0.0311414 | val_loss: 0.0311586 | Time: 3556.69 ms [2022-04-01 03:52:59 main:574] : INFO : Epoch 1585 | loss: 0.0311361 | val_loss: 0.0311593 | Time: 3719.47 ms [2022-04-01 03:53:03 main:574] : INFO : Epoch 1586 | loss: 0.0311327 | val_loss: 0.0311555 | Time: 3504.26 ms [2022-04-01 03:53:06 main:574] : INFO : Epoch 1587 | loss: 0.031132 | val_loss: 0.031158 | Time: 3510.14 ms [2022-04-01 03:53:10 main:574] : INFO : Epoch 1588 | loss: 0.0311299 | val_loss: 0.0311571 | Time: 3804.31 ms [2022-04-01 03:53:14 main:574] : INFO : Epoch 1589 | loss: 0.0311282 | val_loss: 0.0311541 | Time: 3527.86 ms [2022-04-01 03:53:17 main:574] : INFO : Epoch 1590 | loss: 0.0311271 | val_loss: 0.0311544 | Time: 3722.37 ms [2022-04-01 03:53:21 main:574] : INFO : Epoch 1591 | loss: 0.0311249 | val_loss: 0.0311552 | Time: 3776.14 ms [2022-04-01 03:53:25 main:574] : INFO : Epoch 1592 | loss: 0.0311237 | val_loss: 0.0311539 | Time: 3753.55 ms [2022-04-01 03:53:29 main:574] : INFO : Epoch 1593 | loss: 0.0311295 | val_loss: 0.031161 | Time: 3520.08 ms [2022-04-01 03:53:32 main:574] : INFO : Epoch 1594 | loss: 0.0311311 | val_loss: 0.0311567 | Time: 3485.13 ms [2022-04-01 03:53:36 main:574] : INFO : Epoch 1595 | loss: 0.0311282 | val_loss: 0.0311555 | Time: 3812.45 ms [2022-04-01 03:53:40 main:574] : INFO : Epoch 1596 | loss: 0.0311271 | val_loss: 0.0311585 | Time: 3881.14 ms [2022-04-01 03:53:44 main:574] : INFO : Epoch 1597 | loss: 0.0311286 | val_loss: 0.0311544 | Time: 3547.66 ms [2022-04-01 03:53:47 main:574] : INFO : Epoch 1598 | loss: 0.0311253 | val_loss: 0.0311594 | Time: 3541.09 ms [2022-04-01 03:53:51 main:574] : INFO : Epoch 1599 | loss: 0.0311239 | val_loss: 0.0311637 | Time: 3742.06 ms [2022-04-01 03:53:54 main:574] : INFO : Epoch 1600 | loss: 0.0311277 | val_loss: 0.0311625 | Time: 3540.8 ms [2022-04-01 03:53:58 main:574] : INFO : Epoch 1601 | loss: 0.0311269 | val_loss: 0.0311649 | Time: 3612.19 ms [2022-04-01 03:54:02 main:574] : INFO : Epoch 1602 | loss: 0.0311436 | val_loss: 0.0311617 | Time: 3494.83 ms [2022-04-01 03:54:05 main:574] : INFO : Epoch 1603 | loss: 0.0311393 | val_loss: 0.0311606 | Time: 3529.21 ms [2022-04-01 03:54:09 main:574] : INFO : Epoch 1604 | loss: 0.0311348 | val_loss: 0.0311627 | Time: 3485.65 ms [2022-04-01 03:54:12 main:574] : INFO : Epoch 1605 | loss: 0.0311328 | val_loss: 0.0311562 | Time: 3545.71 ms [2022-04-01 03:54:16 main:574] : INFO : Epoch 1606 | loss: 0.031129 | val_loss: 0.0311571 | Time: 3557.81 ms [2022-04-01 03:54:20 main:574] : INFO : Epoch 1607 | loss: 0.0311261 | val_loss: 0.031157 | Time: 3657.14 ms [2022-04-01 03:54:23 main:574] : INFO : Epoch 1608 | loss: 0.0311273 | val_loss: 0.0311591 | Time: 3504.46 ms [2022-04-01 03:54:27 main:574] : INFO : Epoch 1609 | loss: 0.0311277 | val_loss: 0.0311546 | Time: 3642.05 ms [2022-04-01 03:54:30 main:574] : INFO : Epoch 1610 | loss: 0.0311246 | val_loss: 0.0311605 | Time: 3613.79 ms [2022-04-01 03:54:34 main:574] : INFO : Epoch 1611 | loss: 0.0311246 | val_loss: 0.0311616 | Time: 3590.81 ms [2022-04-01 03:54:38 main:574] : INFO : Epoch 1612 | loss: 0.0311209 | val_loss: 0.0311601 | Time: 3661.36 ms [2022-04-01 03:54:42 main:574] : INFO : Epoch 1613 | loss: 0.0311206 | val_loss: 0.0311619 | Time: 3692.73 ms [2022-04-01 03:54:45 main:574] : INFO : Epoch 1614 | loss: 0.0311206 | val_loss: 0.0311606 | Time: 3498.12 ms [2022-04-01 03:54:49 main:574] : INFO : Epoch 1615 | loss: 0.0311203 | val_loss: 0.0311583 | Time: 3953.52 ms [2022-04-01 03:54:53 main:574] : INFO : Epoch 1616 | loss: 0.0311219 | val_loss: 0.0311614 | Time: 3394.53 ms [2022-04-01 03:54:56 main:574] : INFO : Epoch 1617 | loss: 0.0311236 | val_loss: 0.031172 | Time: 3534.22 ms [2022-04-01 03:55:00 main:574] : INFO : Epoch 1618 | loss: 0.0311328 | val_loss: 0.0311621 | Time: 3727.2 ms [2022-04-01 03:55:04 main:574] : INFO : Epoch 1619 | loss: 0.031126 | val_loss: 0.0311587 | Time: 3858.29 ms [2022-04-01 03:55:08 main:574] : INFO : Epoch 1620 | loss: 0.031122 | val_loss: 0.0311577 | Time: 3860.02 ms [2022-04-01 03:55:11 main:574] : INFO : Epoch 1621 | loss: 0.0311216 | val_loss: 0.0311612 | Time: 3518.71 ms [2022-04-01 03:55:15 main:574] : INFO : Epoch 1622 | loss: 0.0311216 | val_loss: 0.0311641 | Time: 3825.23 ms [2022-04-01 03:55:19 main:574] : INFO : Epoch 1623 | loss: 0.0311209 | val_loss: 0.0311573 | Time: 3623.94 ms [2022-04-01 03:55:22 main:574] : INFO : Epoch 1624 | loss: 0.0311196 | val_loss: 0.0311576 | Time: 3525.29 ms [2022-04-01 03:55:26 main:574] : INFO : Epoch 1625 | loss: 0.0311187 | val_loss: 0.0311589 | Time: 3472.44 ms [2022-04-01 03:55:29 main:574] : INFO : Epoch 1626 | loss: 0.0311168 | val_loss: 0.0311558 | Time: 3396.3 ms [2022-04-01 03:55:33 main:574] : INFO : Epoch 1627 | loss: 0.0311194 | val_loss: 0.0311668 | Time: 3487.33 ms [2022-04-01 03:55:36 main:574] : INFO : Epoch 1628 | loss: 0.0311316 | val_loss: 0.0311581 | Time: 3613.72 ms [2022-04-01 03:55:40 main:574] : INFO : Epoch 1629 | loss: 0.0311246 | val_loss: 0.0311586 | Time: 3615.88 ms [2022-04-01 03:55:44 main:574] : INFO : Epoch 1630 | loss: 0.031121 | val_loss: 0.0311648 | Time: 3864.35 ms [2022-04-01 03:55:48 main:574] : INFO : Epoch 1631 | loss: 0.0311232 | val_loss: 0.0311559 | Time: 3607.1 ms [2022-04-01 03:55:51 main:574] : INFO : Epoch 1632 | loss: 0.0311205 | val_loss: 0.0311628 | Time: 3489.37 ms [2022-04-01 03:55:55 main:574] : INFO : Epoch 1633 | loss: 0.0311198 | val_loss: 0.0311592 | Time: 3517.63 ms [2022-04-01 03:55:58 main:574] : INFO : Epoch 1634 | loss: 0.031116 | val_loss: 0.0311573 | Time: 3621.06 ms [2022-04-01 03:56:02 main:574] : INFO : Epoch 1635 | loss: 0.0311165 | val_loss: 0.0311591 | Time: 3744.86 ms [2022-04-01 03:56:06 main:574] : INFO : Epoch 1636 | loss: 0.0311157 | val_loss: 0.0311596 | Time: 3539.33 ms [2022-04-01 03:56:09 main:574] : INFO : Epoch 1637 | loss: 0.0311149 | val_loss: 0.0311635 | Time: 3576.65 ms [2022-04-01 03:56:13 main:574] : INFO : Epoch 1638 | loss: 0.0311168 | val_loss: 0.0311557 | Time: 3640.91 ms [2022-04-01 03:56:17 main:574] : INFO : Epoch 1639 | loss: 0.0311174 | val_loss: 0.0311581 | Time: 3553.65 ms [2022-04-01 03:56:20 main:574] : INFO : Epoch 1640 | loss: 0.0311165 | val_loss: 0.0311592 | Time: 3638.34 ms [2022-04-01 03:56:24 main:574] : INFO : Epoch 1641 | loss: 0.031118 | val_loss: 0.0311581 | Time: 3600.01 ms [2022-04-01 03:56:28 main:574] : INFO : Epoch 1642 | loss: 0.0311154 | val_loss: 0.0311587 | Time: 3499.89 ms [2022-04-01 03:56:31 main:574] : INFO : Epoch 1643 | loss: 0.0311134 | val_loss: 0.0311579 | Time: 3539.35 ms [2022-04-01 03:56:35 main:574] : INFO : Epoch 1644 | loss: 0.0311159 | val_loss: 0.0311587 | Time: 3503.54 ms [2022-04-01 03:56:39 main:574] : INFO : Epoch 1645 | loss: 0.0311163 | val_loss: 0.0311635 | Time: 3858.61 ms [2022-04-01 03:56:42 main:574] : INFO : Epoch 1646 | loss: 0.0311197 | val_loss: 0.0311588 | Time: 3852.08 ms [2022-04-01 03:56:46 main:574] : INFO : Epoch 1647 | loss: 0.03112 | val_loss: 0.0311574 | Time: 3549.43 ms [2022-04-01 03:56:50 main:574] : INFO : Epoch 1648 | loss: 0.0311184 | val_loss: 0.0311611 | Time: 3709.29 ms [2022-04-01 03:56:53 main:574] : INFO : Epoch 1649 | loss: 0.031121 | val_loss: 0.0311573 | Time: 3462.78 ms [2022-04-01 03:56:57 main:574] : INFO : Epoch 1650 | loss: 0.0311189 | val_loss: 0.0311579 | Time: 3523.32 ms [2022-04-01 03:57:00 main:574] : INFO : Epoch 1651 | loss: 0.0311181 | val_loss: 0.0311616 | Time: 3477.56 ms [2022-04-01 03:57:04 main:574] : INFO : Epoch 1652 | loss: 0.031118 | val_loss: 0.0311604 | Time: 3496.83 ms [2022-04-01 03:57:08 main:574] : INFO : Epoch 1653 | loss: 0.0311163 | val_loss: 0.0311606 | Time: 3521.2 ms [2022-04-01 03:57:11 main:574] : INFO : Epoch 1654 | loss: 0.0311214 | val_loss: 0.0311612 | Time: 3614.17 ms [2022-04-01 03:57:15 main:574] : INFO : Epoch 1655 | loss: 0.0311207 | val_loss: 0.0311652 | Time: 3567.01 ms [2022-04-01 03:57:18 main:574] : INFO : Epoch 1656 | loss: 0.0311206 | val_loss: 0.0311642 | Time: 3545.54 ms [2022-04-01 03:57:22 main:574] : INFO : Epoch 1657 | loss: 0.0311178 | val_loss: 0.0311623 | Time: 3502.97 ms [2022-04-01 03:57:26 main:574] : INFO : Epoch 1658 | loss: 0.0311151 | val_loss: 0.0311598 | Time: 3825.53 ms [2022-04-01 03:57:29 main:574] : INFO : Epoch 1659 | loss: 0.031113 | val_loss: 0.0311588 | Time: 3583.89 ms [2022-04-01 03:57:33 main:574] : INFO : Epoch 1660 | loss: 0.0311128 | val_loss: 0.0311596 | Time: 3747.87 ms [2022-04-01 03:57:37 main:574] : INFO : Epoch 1661 | loss: 0.0311168 | val_loss: 0.0311642 | Time: 3555.62 ms [2022-04-01 03:57:40 main:574] : INFO : Epoch 1662 | loss: 0.031121 | val_loss: 0.0311597 | Time: 3573.63 ms [2022-04-01 03:57:44 main:574] : INFO : Epoch 1663 | loss: 0.0311189 | val_loss: 0.0311572 | Time: 3714.87 ms [2022-04-01 03:57:48 main:574] : INFO : Epoch 1664 | loss: 0.0311192 | val_loss: 0.0311592 | Time: 3690.41 ms [2022-04-01 03:57:52 main:574] : INFO : Epoch 1665 | loss: 0.0311169 | val_loss: 0.0311572 | Time: 3838.27 ms [2022-04-01 03:57:55 main:574] : INFO : Epoch 1666 | loss: 0.0311213 | val_loss: 0.0311667 | Time: 3600.43 ms [2022-04-01 03:57:59 main:574] : INFO : Epoch 1667 | loss: 0.0311303 | val_loss: 0.0311606 | Time: 3502.96 ms [2022-04-01 03:58:03 main:574] : INFO : Epoch 1668 | loss: 0.0311262 | val_loss: 0.0311562 | Time: 3607.75 ms [2022-04-01 03:58:06 main:574] : INFO : Epoch 1669 | loss: 0.0311223 | val_loss: 0.0311567 | Time: 3628.23 ms [2022-04-01 03:58:10 main:574] : INFO : Epoch 1670 | loss: 0.0311182 | val_loss: 0.0311571 | Time: 3674.09 ms [2022-04-01 03:58:14 main:574] : INFO : Epoch 1671 | loss: 0.0311192 | val_loss: 0.0311671 | Time: 3558.16 ms [2022-04-01 03:58:27 main:574] : INFO : Epoch 1672 | loss: 0.0311201 | val_loss: 0.0311644 | Time: 13727.1 ms [2022-04-01 03:58:31 main:574] : INFO : Epoch 1673 | loss: 0.031115 | val_loss: 0.0311562 | Time: 3555.23 ms [2022-04-01 03:58:35 main:574] : INFO : Epoch 1674 | loss: 0.0311152 | val_loss: 0.0311578 | Time: 3563.34 ms [2022-04-01 03:58:38 main:574] : INFO : Epoch 1675 | loss: 0.0311138 | val_loss: 0.0311591 | Time: 3714.4 ms [2022-04-01 03:58:42 main:574] : INFO : Epoch 1676 | loss: 0.0311142 | val_loss: 0.031157 | Time: 3551.51 ms [2022-04-01 03:58:46 main:574] : INFO : Epoch 1677 | loss: 0.0311167 | val_loss: 0.0311614 | Time: 3544.56 ms [2022-04-01 03:58:49 main:574] : INFO : Epoch 1678 | loss: 0.0311145 | val_loss: 0.0311616 | Time: 3554.89 ms [2022-04-01 03:58:53 main:574] : INFO : Epoch 1679 | loss: 0.0311147 | val_loss: 0.0311612 | Time: 3571.63 ms [2022-04-01 03:58:56 main:574] : INFO : Epoch 1680 | loss: 0.0311143 | val_loss: 0.0311554 | Time: 3549.05 ms [2022-04-01 03:59:00 main:574] : INFO : Epoch 1681 | loss: 0.0311205 | val_loss: 0.0311624 | Time: 3582.67 ms [2022-04-01 03:59:04 main:574] : INFO : Epoch 1682 | loss: 0.0311158 | val_loss: 0.0311599 | Time: 3552.41 ms [2022-04-01 03:59:07 main:574] : INFO : Epoch 1683 | loss: 0.0311154 | val_loss: 0.0311577 | Time: 3578.82 ms [2022-04-01 03:59:11 main:574] : INFO : Epoch 1684 | loss: 0.0311158 | val_loss: 0.0311565 | Time: 3566.73 ms [2022-04-01 03:59:14 main:574] : INFO : Epoch 1685 | loss: 0.0311145 | val_loss: 0.0311586 | Time: 3541.47 ms [2022-04-01 03:59:18 main:574] : INFO : Epoch 1686 | loss: 0.0311152 | val_loss: 0.0311581 | Time: 3617.23 ms [2022-04-01 03:59:22 main:574] : INFO : Epoch 1687 | loss: 0.0311126 | val_loss: 0.031157 | Time: 3548.19 ms [2022-04-01 03:59:25 main:574] : INFO : Epoch 1688 | loss: 0.0311126 | val_loss: 0.0311597 | Time: 3533.45 ms [2022-04-01 03:59:29 main:574] : INFO : Epoch 1689 | loss: 0.0311136 | val_loss: 0.0311602 | Time: 3799.77 ms [2022-04-01 03:59:33 main:574] : INFO : Epoch 1690 | loss: 0.0311137 | val_loss: 0.0311578 | Time: 3551.61 ms [2022-04-01 03:59:36 main:574] : INFO : Epoch 1691 | loss: 0.0311121 | val_loss: 0.0311637 | Time: 3537.9 ms [2022-04-01 03:59:40 main:574] : INFO : Epoch 1692 | loss: 0.0311131 | val_loss: 0.0311564 | Time: 3625.65 ms [2022-04-01 03:59:44 main:574] : INFO : Epoch 1693 | loss: 0.0311149 | val_loss: 0.03116 | Time: 3573.24 ms [2022-04-01 03:59:47 main:574] : INFO : Epoch 1694 | loss: 0.0311126 | val_loss: 0.0311579 | Time: 3578.79 ms [2022-04-01 03:59:51 main:574] : INFO : Epoch 1695 | loss: 0.0311105 | val_loss: 0.0311555 | Time: 3563.59 ms [2022-04-01 03:59:54 main:574] : INFO : Epoch 1696 | loss: 0.0311116 | val_loss: 0.0311588 | Time: 3536.88 ms [2022-04-01 03:59:58 main:574] : INFO : Epoch 1697 | loss: 0.0311139 | val_loss: 0.031156 | Time: 3717.73 ms [2022-04-01 04:00:02 main:574] : INFO : Epoch 1698 | loss: 0.0311138 | val_loss: 0.0311596 | Time: 3553.52 ms [2022-04-01 04:00:05 main:574] : INFO : Epoch 1699 | loss: 0.031112 | val_loss: 0.0311591 | Time: 3549.38 ms [2022-04-01 04:00:09 main:574] : INFO : Epoch 1700 | loss: 0.0311112 | val_loss: 0.0311585 | Time: 3730.7 ms [2022-04-01 04:00:13 main:574] : INFO : Epoch 1701 | loss: 0.0311122 | val_loss: 0.0311602 | Time: 3546.83 ms [2022-04-01 04:00:16 main:574] : INFO : Epoch 1702 | loss: 0.0311114 | val_loss: 0.0311607 | Time: 3547.13 ms [2022-04-01 04:00:20 main:574] : INFO : Epoch 1703 | loss: 0.0311353 | val_loss: 0.031158 | Time: 3576.35 ms [2022-04-01 04:00:24 main:574] : INFO : Epoch 1704 | loss: 0.0311293 | val_loss: 0.0311508 | Time: 3535.53 ms [2022-04-01 04:00:27 main:574] : INFO : Epoch 1705 | loss: 0.0311246 | val_loss: 0.0311547 | Time: 3667.27 ms [2022-04-01 04:00:31 main:574] : INFO : Epoch 1706 | loss: 0.0311499 | val_loss: 0.031185 | Time: 3568.27 ms [2022-04-01 04:00:34 main:574] : INFO : Epoch 1707 | loss: 0.0311876 | val_loss: 0.0311859 | Time: 3520.92 ms [2022-04-01 04:00:38 main:574] : INFO : Epoch 1708 | loss: 0.0311861 | val_loss: 0.031184 | Time: 3542.01 ms [2022-04-01 04:00:42 main:574] : INFO : Epoch 1709 | loss: 0.0311821 | val_loss: 0.0311802 | Time: 3543.49 ms [2022-04-01 04:00:45 main:574] : INFO : Epoch 1710 | loss: 0.0311782 | val_loss: 0.0311782 | Time: 3556.54 ms [2022-04-01 04:00:49 main:574] : INFO : Epoch 1711 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 3621.18 ms [2022-04-01 04:00:52 main:574] : INFO : Epoch 1712 | loss: 0.0311738 | val_loss: 0.031177 | Time: 3548.64 ms [2022-04-01 04:00:56 main:574] : INFO : Epoch 1713 | loss: 0.0311714 | val_loss: 0.0311763 | Time: 3550.83 ms [2022-04-01 04:01:00 main:574] : INFO : Epoch 1714 | loss: 0.0311723 | val_loss: 0.0311745 | Time: 3645.12 ms [2022-04-01 04:01:03 main:574] : INFO : Epoch 1715 | loss: 0.0311689 | val_loss: 0.0311723 | Time: 3552.26 ms [2022-04-01 04:01:07 main:574] : INFO : Epoch 1716 | loss: 0.0311674 | val_loss: 0.0311714 | Time: 3556.73 ms [2022-04-01 04:01:11 main:574] : INFO : Epoch 1717 | loss: 0.0311656 | val_loss: 0.03117 | Time: 3644.57 ms [2022-04-01 04:01:14 main:574] : INFO : Epoch 1718 | loss: 0.0311639 | val_loss: 0.0311738 | Time: 3549.43 ms [2022-04-01 04:01:18 main:574] : INFO : Epoch 1719 | loss: 0.0311635 | val_loss: 0.0311686 | Time: 3620.27 ms [2022-04-01 04:01:22 main:574] : INFO : Epoch 1720 | loss: 0.0311613 | val_loss: 0.0311688 | Time: 3551.23 ms [2022-04-01 04:01:25 main:574] : INFO : Epoch 1721 | loss: 0.0311607 | val_loss: 0.0311691 | Time: 3569.15 ms [2022-04-01 04:01:29 main:574] : INFO : Epoch 1722 | loss: 0.0311603 | val_loss: 0.0311684 | Time: 3753.42 ms [2022-04-01 04:01:33 main:574] : INFO : Epoch 1723 | loss: 0.0311601 | val_loss: 0.0311719 | Time: 3549.87 ms [2022-04-01 04:01:36 main:574] : INFO : Epoch 1724 | loss: 0.0311598 | val_loss: 0.031168 | Time: 3553.92 ms [2022-04-01 04:01:40 main:574] : INFO : Epoch 1725 | loss: 0.0311594 | val_loss: 0.0311676 | Time: 3541.98 ms [2022-04-01 04:01:43 main:574] : INFO : Epoch 1726 | loss: 0.0311586 | val_loss: 0.03117 | Time: 3541.9 ms [2022-04-01 04:01:47 main:574] : INFO : Epoch 1727 | loss: 0.0311596 | val_loss: 0.0311676 | Time: 3550.71 ms [2022-04-01 04:01:51 main:574] : INFO : Epoch 1728 | loss: 0.0311575 | val_loss: 0.0311676 | Time: 3661.82 ms [2022-04-01 04:01:54 main:574] : INFO : Epoch 1729 | loss: 0.0311549 | val_loss: 0.0311646 | Time: 3536.43 ms [2022-04-01 04:01:58 main:574] : INFO : Epoch 1730 | loss: 0.0311558 | val_loss: 0.03117 | Time: 3584.92 ms [2022-04-01 04:02:01 main:574] : INFO : Epoch 1731 | loss: 0.0311575 | val_loss: 0.0311672 | Time: 3543.59 ms [2022-04-01 04:02:05 main:574] : INFO : Epoch 1732 | loss: 0.0311554 | val_loss: 0.0311669 | Time: 3562.15 ms [2022-04-01 04:02:09 main:574] : INFO : Epoch 1733 | loss: 0.0311547 | val_loss: 0.0311659 | Time: 3637.26 ms [2022-04-01 04:02:12 main:574] : INFO : Epoch 1734 | loss: 0.0311527 | val_loss: 0.0311675 | Time: 3552.52 ms [2022-04-01 04:02:16 main:574] : INFO : Epoch 1735 | loss: 0.0311515 | val_loss: 0.0311642 | Time: 3558.43 ms [2022-04-01 04:02:20 main:574] : INFO : Epoch 1736 | loss: 0.0311508 | val_loss: 0.0311653 | Time: 3587.68 ms [2022-04-01 04:02:23 main:574] : INFO : Epoch 1737 | loss: 0.0311497 | val_loss: 0.0311637 | Time: 3551.8 ms [2022-04-01 04:02:27 main:574] : INFO : Epoch 1738 | loss: 0.0311492 | val_loss: 0.0311626 | Time: 3587.09 ms [2022-04-01 04:02:30 main:574] : INFO : Epoch 1739 | loss: 0.0311474 | val_loss: 0.0311629 | Time: 3702.05 ms [2022-04-01 04:02:34 main:574] : INFO : Epoch 1740 | loss: 0.0311484 | val_loss: 0.0311622 | Time: 3550.83 ms [2022-04-01 04:02:38 main:574] : INFO : Epoch 1741 | loss: 0.031147 | val_loss: 0.0311613 | Time: 3620.76 ms [2022-04-01 04:02:41 main:574] : INFO : Epoch 1742 | loss: 0.0311465 | val_loss: 0.0311629 | Time: 3548.07 ms [2022-04-01 04:02:45 main:574] : INFO : Epoch 1743 | loss: 0.0311452 | val_loss: 0.0311628 | Time: 3556.88 ms [2022-04-01 04:02:49 main:574] : INFO : Epoch 1744 | loss: 0.0311462 | val_loss: 0.0311618 | Time: 3630.64 ms [2022-04-01 04:02:52 main:574] : INFO : Epoch 1745 | loss: 0.0311455 | val_loss: 0.0311622 | Time: 3555.32 ms [2022-04-01 04:02:56 main:574] : INFO : Epoch 1746 | loss: 0.0311455 | val_loss: 0.0311653 | Time: 3545.45 ms [2022-04-01 04:03:00 main:574] : INFO : Epoch 1747 | loss: 0.0311444 | val_loss: 0.0311629 | Time: 3730.22 ms [2022-04-01 04:03:03 main:574] : INFO : Epoch 1748 | loss: 0.0311433 | val_loss: 0.0311628 | Time: 3550.13 ms [2022-04-01 04:03:07 main:574] : INFO : Epoch 1749 | loss: 0.0311446 | val_loss: 0.0311635 | Time: 3564.12 ms [2022-04-01 04:03:10 main:574] : INFO : Epoch 1750 | loss: 0.0311451 | val_loss: 0.0311679 | Time: 3610.96 ms [2022-04-01 04:03:14 main:574] : INFO : Epoch 1751 | loss: 0.0311508 | val_loss: 0.0311637 | Time: 3552.6 ms [2022-04-01 04:03:18 main:574] : INFO : Epoch 1752 | loss: 0.0311487 | val_loss: 0.0311634 | Time: 3623.23 ms [2022-04-01 04:03:21 main:574] : INFO : Epoch 1753 | loss: 0.0311464 | val_loss: 0.0311627 | Time: 3566.78 ms [2022-04-01 04:03:25 main:574] : INFO : Epoch 1754 | loss: 0.0311454 | val_loss: 0.0311636 | Time: 3547.54 ms [2022-04-01 04:03:29 main:574] : INFO : Epoch 1755 | loss: 0.0311446 | val_loss: 0.0311643 | Time: 3754.06 ms [2022-04-01 04:03:32 main:574] : INFO : Epoch 1756 | loss: 0.031146 | val_loss: 0.0311676 | Time: 3551.79 ms [2022-04-01 04:03:36 main:574] : INFO : Epoch 1757 | loss: 0.0311435 | val_loss: 0.0311638 | Time: 3551.27 ms [2022-04-01 04:03:39 main:574] : INFO : Epoch 1758 | loss: 0.0311423 | val_loss: 0.0311628 | Time: 3531.61 ms [2022-04-01 04:03:43 main:574] : INFO : Epoch 1759 | loss: 0.0311416 | val_loss: 0.0311626 | Time: 3550.98 ms [2022-04-01 04:03:47 main:574] : INFO : Epoch 1760 | loss: 0.0311435 | val_loss: 0.0311692 | Time: 3571.68 ms [2022-04-01 04:03:50 main:574] : INFO : Epoch 1761 | loss: 0.0311439 | val_loss: 0.0311647 | Time: 3620.53 ms [2022-04-01 04:03:54 main:574] : INFO : Epoch 1762 | loss: 0.0311414 | val_loss: 0.0311638 | Time: 3551.23 ms [2022-04-01 04:03:58 main:574] : INFO : Epoch 1763 | loss: 0.0311407 | val_loss: 0.0311624 | Time: 3598.39 ms [2022-04-01 04:04:01 main:574] : INFO : Epoch 1764 | loss: 0.0311403 | val_loss: 0.0311639 | Time: 3541.59 ms [2022-04-01 04:04:05 main:574] : INFO : Epoch 1765 | loss: 0.0311435 | val_loss: 0.0311631 | Time: 3549.98 ms [2022-04-01 04:04:08 main:574] : INFO : Epoch 1766 | loss: 0.0311434 | val_loss: 0.0311618 | Time: 3646.28 ms [2022-04-01 04:04:12 main:574] : INFO : Epoch 1767 | loss: 0.0311417 | val_loss: 0.0311645 | Time: 3548.09 ms [2022-04-01 04:04:16 main:574] : INFO : Epoch 1768 | loss: 0.0311434 | val_loss: 0.0311673 | Time: 3549.12 ms [2022-04-01 04:04:19 main:574] : INFO : Epoch 1769 | loss: 0.0311417 | val_loss: 0.0311667 | Time: 3586.15 ms [2022-04-01 04:04:23 main:574] : INFO : Epoch 1770 | loss: 0.0311412 | val_loss: 0.0311653 | Time: 3550.3 ms [2022-04-01 04:04:26 main:574] : INFO : Epoch 1771 | loss: 0.0311401 | val_loss: 0.0311646 | Time: 3570.18 ms [2022-04-01 04:04:30 main:574] : INFO : Epoch 1772 | loss: 0.0311404 | val_loss: 0.0311671 | Time: 3699.11 ms [2022-04-01 04:04:34 main:574] : INFO : Epoch 1773 | loss: 0.0311404 | val_loss: 0.0311626 | Time: 3550.98 ms [2022-04-01 04:04:37 main:574] : INFO : Epoch 1774 | loss: 0.0311405 | val_loss: 0.0311642 | Time: 3562.68 ms [2022-04-01 04:04:41 main:574] : INFO : Epoch 1775 | loss: 0.0311407 | val_loss: 0.0311669 | Time: 3556.12 ms [2022-04-01 04:04:45 main:574] : INFO : Epoch 1776 | loss: 0.0311407 | val_loss: 0.0311605 | Time: 3559.76 ms [2022-04-01 04:04:48 main:574] : INFO : Epoch 1777 | loss: 0.0311392 | val_loss: 0.0311684 | Time: 3609.76 ms [2022-04-01 04:04:52 main:574] : INFO : Epoch 1778 | loss: 0.0311414 | val_loss: 0.0311666 | Time: 3559.66 ms [2022-04-01 04:04:55 main:574] : INFO : Epoch 1779 | loss: 0.0311423 | val_loss: 0.0311649 | Time: 3542.65 ms [2022-04-01 04:04:59 main:574] : INFO : Epoch 1780 | loss: 0.0311412 | val_loss: 0.0311655 | Time: 3607.42 ms [2022-04-01 04:05:03 main:574] : INFO : Epoch 1781 | loss: 0.031143 | val_loss: 0.0311669 | Time: 3548.84 ms [2022-04-01 04:05:06 main:574] : INFO : Epoch 1782 | loss: 0.0311403 | val_loss: 0.031163 | Time: 3542.16 ms [2022-04-01 04:05:10 main:574] : INFO : Epoch 1783 | loss: 0.0311403 | val_loss: 0.0311611 | Time: 3620.94 ms [2022-04-01 04:05:13 main:574] : INFO : Epoch 1784 | loss: 0.0311377 | val_loss: 0.0311628 | Time: 3552.36 ms [2022-04-01 04:05:17 main:574] : INFO : Epoch 1785 | loss: 0.0311372 | val_loss: 0.0311652 | Time: 3546.67 ms [2022-04-01 04:05:21 main:574] : INFO : Epoch 1786 | loss: 0.0311376 | val_loss: 0.0311624 | Time: 3613.42 ms [2022-04-01 04:05:24 main:574] : INFO : Epoch 1787 | loss: 0.0311362 | val_loss: 0.031166 | Time: 3566 ms [2022-04-01 04:05:28 main:574] : INFO : Epoch 1788 | loss: 0.0311371 | val_loss: 0.0311654 | Time: 3668.06 ms [2022-04-01 04:05:32 main:574] : INFO : Epoch 1789 | loss: 0.0311389 | val_loss: 0.0311657 | Time: 3546.75 ms [2022-04-01 04:05:35 main:574] : INFO : Epoch 1790 | loss: 0.0311374 | val_loss: 0.0311624 | Time: 3533.26 ms [2022-04-01 04:05:39 main:574] : INFO : Epoch 1791 | loss: 0.0311404 | val_loss: 0.0311676 | Time: 3597.23 ms [2022-04-01 04:05:42 main:574] : INFO : Epoch 1792 | loss: 0.0311407 | val_loss: 0.0311603 | Time: 3546.53 ms [2022-04-01 04:05:46 main:574] : INFO : Epoch 1793 | loss: 0.0311382 | val_loss: 0.0311655 | Time: 3555.55 ms [2022-04-01 04:05:50 main:574] : INFO : Epoch 1794 | loss: 0.031138 | val_loss: 0.0311653 | Time: 3585.24 ms [2022-04-01 04:05:53 main:574] : INFO : Epoch 1795 | loss: 0.0311427 | val_loss: 0.0311653 | Time: 3545.93 ms [2022-04-01 04:05:57 main:574] : INFO : Epoch 1796 | loss: 0.0311404 | val_loss: 0.0311632 | Time: 3623 ms [2022-04-01 04:06:01 main:574] : INFO : Epoch 1797 | loss: 0.0311395 | val_loss: 0.0311624 | Time: 3578.34 ms [2022-04-01 04:06:04 main:574] : INFO : Epoch 1798 | loss: 0.0311398 | val_loss: 0.0311664 | Time: 3552.16 ms [2022-04-01 04:06:08 main:574] : INFO : Epoch 1799 | loss: 0.0311405 | val_loss: 0.0311608 | Time: 3563.72 ms [2022-04-01 04:06:11 main:574] : INFO : Epoch 1800 | loss: 0.0311411 | val_loss: 0.0311628 | Time: 3548.65 ms [2022-04-01 04:06:15 main:574] : INFO : Epoch 1801 | loss: 0.0311386 | val_loss: 0.0311639 | Time: 3528.01 ms [2022-04-01 04:06:19 main:574] : INFO : Epoch 1802 | loss: 0.0311394 | val_loss: 0.0311593 | Time: 3619.38 ms [2022-04-01 04:06:22 main:574] : INFO : Epoch 1803 | loss: 0.0311378 | val_loss: 0.0311591 | Time: 3549.11 ms [2022-04-01 04:06:26 main:574] : INFO : Epoch 1804 | loss: 0.0311359 | val_loss: 0.0311616 | Time: 3559.89 ms [2022-04-01 04:06:30 main:574] : INFO : Epoch 1805 | loss: 0.0311361 | val_loss: 0.0311642 | Time: 3720.75 ms [2022-04-01 04:06:33 main:574] : INFO : Epoch 1806 | loss: 0.0311335 | val_loss: 0.0311636 | Time: 3539.26 ms [2022-04-01 04:06:37 main:574] : INFO : Epoch 1807 | loss: 0.031132 | val_loss: 0.0311605 | Time: 3542.28 ms [2022-04-01 04:06:41 main:574] : INFO : Epoch 1808 | loss: 0.0311315 | val_loss: 0.0311627 | Time: 3683.89 ms [2022-04-01 04:06:44 main:574] : INFO : Epoch 1809 | loss: 0.0311313 | val_loss: 0.0311656 | Time: 3574.5 ms [2022-04-01 04:06:48 main:574] : INFO : Epoch 1810 | loss: 0.0311326 | val_loss: 0.0311579 | Time: 3626.73 ms [2022-04-01 04:06:51 main:574] : INFO : Epoch 1811 | loss: 0.0311302 | val_loss: 0.0311629 | Time: 3542.68 ms [2022-04-01 04:06:55 main:574] : INFO : Epoch 1812 | loss: 0.0311309 | val_loss: 0.0311589 | Time: 3544.18 ms [2022-04-01 04:06:59 main:574] : INFO : Epoch 1813 | loss: 0.0311325 | val_loss: 0.031165 | Time: 3554.73 ms [2022-04-01 04:07:02 main:574] : INFO : Epoch 1814 | loss: 0.0311327 | val_loss: 0.0311672 | Time: 3530.19 ms [2022-04-01 04:07:06 main:574] : INFO : Epoch 1815 | loss: 0.0311352 | val_loss: 0.0311606 | Time: 3532.12 ms [2022-04-01 04:07:09 main:574] : INFO : Epoch 1816 | loss: 0.0311408 | val_loss: 0.0311572 | Time: 3592.14 ms [2022-04-01 04:07:13 main:574] : INFO : Epoch 1817 | loss: 0.0311472 | val_loss: 0.031157 | Time: 3533.92 ms [2022-04-01 04:07:17 main:574] : INFO : Epoch 1818 | loss: 0.0311415 | val_loss: 0.0311627 | Time: 3549.92 ms [2022-04-01 04:07:20 main:574] : INFO : Epoch 1819 | loss: 0.0311384 | val_loss: 0.0311554 | Time: 3580.49 ms [2022-04-01 04:07:24 main:574] : INFO : Epoch 1820 | loss: 0.0311353 | val_loss: 0.0311548 | Time: 3547.26 ms [2022-04-01 04:07:27 main:574] : INFO : Epoch 1821 | loss: 0.0311334 | val_loss: 0.0311615 | Time: 3534.58 ms [2022-04-01 04:07:31 main:574] : INFO : Epoch 1822 | loss: 0.0311356 | val_loss: 0.0311561 | Time: 3521.24 ms [2022-04-01 04:07:35 main:574] : INFO : Epoch 1823 | loss: 0.0311331 | val_loss: 0.0311553 | Time: 3545.45 ms [2022-04-01 04:07:38 main:574] : INFO : Epoch 1824 | loss: 0.0311323 | val_loss: 0.031155 | Time: 3556.5 ms [2022-04-01 04:07:42 main:574] : INFO : Epoch 1825 | loss: 0.0311312 | val_loss: 0.0311562 | Time: 3554.51 ms [2022-04-01 04:07:45 main:574] : INFO : Epoch 1826 | loss: 0.0311308 | val_loss: 0.0311541 | Time: 3595.56 ms [2022-04-01 04:07:49 main:574] : INFO : Epoch 1827 | loss: 0.0311326 | val_loss: 0.0311588 | Time: 3674.3 ms [2022-04-01 04:07:53 main:574] : INFO : Epoch 1828 | loss: 0.0311312 | val_loss: 0.0311524 | Time: 3542.73 ms [2022-04-01 04:07:56 main:574] : INFO : Epoch 1829 | loss: 0.0311306 | val_loss: 0.0311527 | Time: 3535.68 ms [2022-04-01 04:08:00 main:574] : INFO : Epoch 1830 | loss: 0.0311293 | val_loss: 0.0311537 | Time: 3619.69 ms [2022-04-01 04:08:04 main:574] : INFO : Epoch 1831 | loss: 0.0311286 | val_loss: 0.0311547 | Time: 3551.33 ms [2022-04-01 04:08:07 main:574] : INFO : Epoch 1832 | loss: 0.0311339 | val_loss: 0.0311521 | Time: 3527.3 ms [2022-04-01 04:08:11 main:574] : INFO : Epoch 1833 | loss: 0.0311344 | val_loss: 0.0311545 | Time: 3585.52 ms [2022-04-01 04:08:14 main:574] : INFO : Epoch 1834 | loss: 0.0311347 | val_loss: 0.0311705 | Time: 3542.05 ms [2022-04-01 04:08:18 main:574] : INFO : Epoch 1835 | loss: 0.0311456 | val_loss: 0.0311523 | Time: 3650.69 ms [2022-04-01 04:08:22 main:574] : INFO : Epoch 1836 | loss: 0.0311415 | val_loss: 0.0311546 | Time: 3619.53 ms [2022-04-01 04:08:25 main:574] : INFO : Epoch 1837 | loss: 0.031137 | val_loss: 0.0311511 | Time: 3553.77 ms [2022-04-01 04:08:29 main:574] : INFO : Epoch 1838 | loss: 0.031136 | val_loss: 0.0311555 | Time: 3830.91 ms [2022-04-01 04:08:33 main:574] : INFO : Epoch 1839 | loss: 0.0311358 | val_loss: 0.0311519 | Time: 3525.18 ms [2022-04-01 04:08:36 main:574] : INFO : Epoch 1840 | loss: 0.0311339 | val_loss: 0.0311518 | Time: 3559.07 ms [2022-04-01 04:08:40 main:574] : INFO : Epoch 1841 | loss: 0.0311318 | val_loss: 0.0311518 | Time: 3595.29 ms [2022-04-01 04:08:44 main:574] : INFO : Epoch 1842 | loss: 0.0311314 | val_loss: 0.0311626 | Time: 3550.08 ms [2022-04-01 04:08:47 main:574] : INFO : Epoch 1843 | loss: 0.0311316 | val_loss: 0.0311508 | Time: 3665.34 ms [2022-04-01 04:08:51 main:574] : INFO : Epoch 1844 | loss: 0.0311328 | val_loss: 0.0311543 | Time: 3592.46 ms [2022-04-01 04:08:54 main:574] : INFO : Epoch 1845 | loss: 0.0311303 | val_loss: 0.0311517 | Time: 3550.1 ms [2022-04-01 04:08:58 main:574] : INFO : Epoch 1846 | loss: 0.0311297 | val_loss: 0.0311549 | Time: 3615.57 ms [2022-04-01 04:09:02 main:574] : INFO : Epoch 1847 | loss: 0.0311289 | val_loss: 0.0311553 | Time: 3549.22 ms [2022-04-01 04:09:05 main:574] : INFO : Epoch 1848 | loss: 0.0311275 | val_loss: 0.0311525 | Time: 3544.39 ms [2022-04-01 04:09:09 main:574] : INFO : Epoch 1849 | loss: 0.0311281 | val_loss: 0.0311628 | Time: 3651.87 ms [2022-04-01 04:09:13 main:574] : INFO : Epoch 1850 | loss: 0.0311278 | val_loss: 0.0311519 | Time: 3552.62 ms [2022-04-01 04:09:16 main:574] : INFO : Epoch 1851 | loss: 0.0311279 | val_loss: 0.0311497 | Time: 3542.28 ms [2022-04-01 04:09:20 main:574] : INFO : Epoch 1852 | loss: 0.031127 | val_loss: 0.031149 | Time: 3667.27 ms [2022-04-01 04:09:24 main:574] : INFO : Epoch 1853 | loss: 0.0311266 | val_loss: 0.0311508 | Time: 3553.48 ms [2022-04-01 04:09:27 main:574] : INFO : Epoch 1854 | loss: 0.0311263 | val_loss: 0.0311478 | Time: 3595.97 ms [2022-04-01 04:09:31 main:574] : INFO : Epoch 1855 | loss: 0.0311284 | val_loss: 0.0311471 | Time: 3581.34 ms [2022-04-01 04:09:34 main:574] : INFO : Epoch 1856 | loss: 0.0311311 | val_loss: 0.0311486 | Time: 3570.07 ms [2022-04-01 04:09:38 main:574] : INFO : Epoch 1857 | loss: 0.0311267 | val_loss: 0.0311471 | Time: 3580.19 ms [2022-04-01 04:09:42 main:574] : INFO : Epoch 1858 | loss: 0.0311254 | val_loss: 0.0311477 | Time: 3546.35 ms [2022-04-01 04:09:45 main:574] : INFO : Epoch 1859 | loss: 0.0311279 | val_loss: 0.0311496 | Time: 3551.39 ms [2022-04-01 04:09:49 main:574] : INFO : Epoch 1860 | loss: 0.0311313 | val_loss: 0.0311493 | Time: 3605.31 ms [2022-04-01 04:09:52 main:574] : INFO : Epoch 1861 | loss: 0.0311317 | val_loss: 0.0311524 | Time: 3544.68 ms [2022-04-01 04:09:56 main:574] : INFO : Epoch 1862 | loss: 0.031134 | val_loss: 0.0311524 | Time: 3540.65 ms [2022-04-01 04:10:00 main:574] : INFO : Epoch 1863 | loss: 0.0311344 | val_loss: 0.0311591 | Time: 3604.28 ms [2022-04-01 04:10:03 main:574] : INFO : Epoch 1864 | loss: 0.031135 | val_loss: 0.0311532 | Time: 3558.93 ms [2022-04-01 04:10:07 main:574] : INFO : Epoch 1865 | loss: 0.031134 | val_loss: 0.0311543 | Time: 3547.21 ms [2022-04-01 04:10:10 main:574] : INFO : Epoch 1866 | loss: 0.031136 | val_loss: 0.0311493 | Time: 3613.54 ms [2022-04-01 04:10:14 main:574] : INFO : Epoch 1867 | loss: 0.0311308 | val_loss: 0.0311522 | Time: 3562.07 ms [2022-04-01 04:10:18 main:574] : INFO : Epoch 1868 | loss: 0.0311319 | val_loss: 0.0311483 | Time: 3853.89 ms [2022-04-01 04:10:22 main:574] : INFO : Epoch 1869 | loss: 0.0311308 | val_loss: 0.0311455 | Time: 3563.93 ms [2022-04-01 04:10:25 main:574] : INFO : Epoch 1870 | loss: 0.0311421 | val_loss: 0.0311634 | Time: 3556.22 ms [2022-04-01 04:10:29 main:574] : INFO : Epoch 1871 | loss: 0.031157 | val_loss: 0.0311646 | Time: 3777.17 ms [2022-04-01 04:10:33 main:574] : INFO : Epoch 1872 | loss: 0.0311527 | val_loss: 0.0311521 | Time: 3553.6 ms [2022-04-01 04:10:36 main:574] : INFO : Epoch 1873 | loss: 0.0311485 | val_loss: 0.0311513 | Time: 3543.04 ms [2022-04-01 04:10:40 main:574] : INFO : Epoch 1874 | loss: 0.0311468 | val_loss: 0.0311472 | Time: 3564.43 ms [2022-04-01 04:10:43 main:574] : INFO : Epoch 1875 | loss: 0.0311437 | val_loss: 0.0311467 | Time: 3477.81 ms [2022-04-01 04:10:47 main:574] : INFO : Epoch 1876 | loss: 0.0311431 | val_loss: 0.0311518 | Time: 3599.68 ms [2022-04-01 04:10:51 main:574] : INFO : Epoch 1877 | loss: 0.031141 | val_loss: 0.0311458 | Time: 3695.38 ms [2022-04-01 04:10:54 main:574] : INFO : Epoch 1878 | loss: 0.0311386 | val_loss: 0.0311453 | Time: 3566.7 ms [2022-04-01 04:10:58 main:574] : INFO : Epoch 1879 | loss: 0.0311375 | val_loss: 0.0311446 | Time: 3709.16 ms [2022-04-01 04:11:02 main:574] : INFO : Epoch 1880 | loss: 0.031139 | val_loss: 0.0311477 | Time: 3548.27 ms [2022-04-01 04:11:05 main:574] : INFO : Epoch 1881 | loss: 0.031137 | val_loss: 0.0311493 | Time: 3540.96 ms [2022-04-01 04:11:09 main:574] : INFO : Epoch 1882 | loss: 0.0311372 | val_loss: 0.0311449 | Time: 3684.43 ms [2022-04-01 04:11:13 main:574] : INFO : Epoch 1883 | loss: 0.0311343 | val_loss: 0.0311425 | Time: 3544.21 ms [2022-04-01 04:11:16 main:574] : INFO : Epoch 1884 | loss: 0.0311324 | val_loss: 0.0311441 | Time: 3572.63 ms [2022-04-01 04:11:20 main:574] : INFO : Epoch 1885 | loss: 0.0311327 | val_loss: 0.0311464 | Time: 3732 ms [2022-04-01 04:11:24 main:574] : INFO : Epoch 1886 | loss: 0.0311347 | val_loss: 0.0311426 | Time: 3542.73 ms [2022-04-01 04:11:27 main:574] : INFO : Epoch 1887 | loss: 0.0311311 | val_loss: 0.0311433 | Time: 3606.65 ms [2022-04-01 04:11:31 main:574] : INFO : Epoch 1888 | loss: 0.0311302 | val_loss: 0.0311437 | Time: 3570.95 ms [2022-04-01 04:11:34 main:574] : INFO : Epoch 1889 | loss: 0.0311296 | val_loss: 0.0311443 | Time: 3546.63 ms [2022-04-01 04:11:38 main:574] : INFO : Epoch 1890 | loss: 0.0311291 | val_loss: 0.0311417 | Time: 3685.68 ms [2022-04-01 04:11:42 main:574] : INFO : Epoch 1891 | loss: 0.0311286 | val_loss: 0.0311465 | Time: 3561.47 ms [2022-04-01 04:11:45 main:574] : INFO : Epoch 1892 | loss: 0.0311295 | val_loss: 0.0311441 | Time: 3558.12 ms [2022-04-01 04:11:49 main:574] : INFO : Epoch 1893 | loss: 0.0311283 | val_loss: 0.0311445 | Time: 3691.81 ms [2022-04-01 04:11:53 main:574] : INFO : Epoch 1894 | loss: 0.0311273 | val_loss: 0.0311449 | Time: 3542.57 ms [2022-04-01 04:11:56 main:574] : INFO : Epoch 1895 | loss: 0.031132 | val_loss: 0.031148 | Time: 3579.81 ms [2022-04-01 04:12:00 main:574] : INFO : Epoch 1896 | loss: 0.0311512 | val_loss: 0.0311575 | Time: 3689.04 ms [2022-04-01 04:12:04 main:574] : INFO : Epoch 1897 | loss: 0.0311544 | val_loss: 0.0311572 | Time: 3626.24 ms [2022-04-01 04:12:07 main:574] : INFO : Epoch 1898 | loss: 0.0311502 | val_loss: 0.0311564 | Time: 3575.76 ms [2022-04-01 04:12:11 main:574] : INFO : Epoch 1899 | loss: 0.0311484 | val_loss: 0.031157 | Time: 3571.42 ms [2022-04-01 04:12:15 main:574] : INFO : Epoch 1900 | loss: 0.0311462 | val_loss: 0.0311578 | Time: 3540.66 ms [2022-04-01 04:12:18 main:574] : INFO : Epoch 1901 | loss: 0.0311422 | val_loss: 0.0311535 | Time: 3616.68 ms [2022-04-01 04:12:22 main:574] : INFO : Epoch 1902 | loss: 0.0311407 | val_loss: 0.0311522 | Time: 3558.47 ms [2022-04-01 04:12:25 main:574] : INFO : Epoch 1903 | loss: 0.0311401 | val_loss: 0.0311515 | Time: 3548.09 ms [2022-04-01 04:12:29 main:574] : INFO : Epoch 1904 | loss: 0.0311384 | val_loss: 0.0311505 | Time: 3666.54 ms [2022-04-01 04:12:33 main:574] : INFO : Epoch 1905 | loss: 0.0311368 | val_loss: 0.0311484 | Time: 3543.79 ms [2022-04-01 04:12:36 main:574] : INFO : Epoch 1906 | loss: 0.0311362 | val_loss: 0.0311486 | Time: 3588.28 ms [2022-04-01 04:12:40 main:574] : INFO : Epoch 1907 | loss: 0.0311353 | val_loss: 0.0311498 | Time: 3781.93 ms [2022-04-01 04:12:44 main:574] : INFO : Epoch 1908 | loss: 0.031134 | val_loss: 0.0311482 | Time: 3512.45 ms [2022-04-01 04:12:47 main:574] : INFO : Epoch 1909 | loss: 0.0311315 | val_loss: 0.0311504 | Time: 3656.57 ms [2022-04-01 04:12:51 main:574] : INFO : Epoch 1910 | loss: 0.031131 | val_loss: 0.0311493 | Time: 3544.11 ms [2022-04-01 04:12:55 main:574] : INFO : Epoch 1911 | loss: 0.0311405 | val_loss: 0.0311519 | Time: 3556.08 ms [2022-04-01 04:12:58 main:574] : INFO : Epoch 1912 | loss: 0.0311389 | val_loss: 0.0311483 | Time: 3698.41 ms [2022-04-01 04:13:02 main:574] : INFO : Epoch 1913 | loss: 0.0311356 | val_loss: 0.0311478 | Time: 3549.82 ms [2022-04-01 04:13:06 main:574] : INFO : Epoch 1914 | loss: 0.0311323 | val_loss: 0.031148 | Time: 3546.05 ms [2022-04-01 04:13:09 main:574] : INFO : Epoch 1915 | loss: 0.0311303 | val_loss: 0.0311505 | Time: 3665.77 ms [2022-04-01 04:13:13 main:574] : INFO : Epoch 1916 | loss: 0.0311282 | val_loss: 0.0311492 | Time: 3588.29 ms [2022-04-01 04:13:16 main:574] : INFO : Epoch 1917 | loss: 0.0311282 | val_loss: 0.0311479 | Time: 3542.83 ms [2022-04-01 04:13:20 main:574] : INFO : Epoch 1918 | loss: 0.0311282 | val_loss: 0.0311508 | Time: 3679.31 ms [2022-04-01 04:13:24 main:574] : INFO : Epoch 1919 | loss: 0.0311275 | val_loss: 0.0311481 | Time: 3547.48 ms [2022-04-01 04:13:37 main:574] : INFO : Epoch 1920 | loss: 0.0311263 | val_loss: 0.0311488 | Time: 13621.6 ms [2022-04-01 04:13:41 main:574] : INFO : Epoch 1921 | loss: 0.0311254 | val_loss: 0.0311522 | Time: 3558.17 ms [2022-04-01 04:13:45 main:574] : INFO : Epoch 1922 | loss: 0.0311285 | val_loss: 0.0311504 | Time: 3537.88 ms [2022-04-01 04:13:48 main:574] : INFO : Epoch 1923 | loss: 0.0311281 | val_loss: 0.0311479 | Time: 3724.68 ms [2022-04-01 04:13:52 main:574] : INFO : Epoch 1924 | loss: 0.0311283 | val_loss: 0.0311454 | Time: 3577.37 ms [2022-04-01 04:13:56 main:574] : INFO : Epoch 1925 | loss: 0.0311492 | val_loss: 0.0311672 | Time: 3556.31 ms [2022-04-01 04:13:59 main:574] : INFO : Epoch 1926 | loss: 0.0311481 | val_loss: 0.0311572 | Time: 3722.19 ms [2022-04-01 04:14:03 main:574] : INFO : Epoch 1927 | loss: 0.0311466 | val_loss: 0.0311571 | Time: 3544.83 ms [2022-04-01 04:14:07 main:574] : INFO : Epoch 1928 | loss: 0.0311442 | val_loss: 0.0311495 | Time: 3544.13 ms [2022-04-01 04:14:10 main:574] : INFO : Epoch 1929 | loss: 0.0311399 | val_loss: 0.0311532 | Time: 3641.89 ms [2022-04-01 04:14:14 main:574] : INFO : Epoch 1930 | loss: 0.0311374 | val_loss: 0.0311483 | Time: 3531.56 ms [2022-04-01 04:14:17 main:574] : INFO : Epoch 1931 | loss: 0.031138 | val_loss: 0.0311483 | Time: 3533.76 ms [2022-04-01 04:14:21 main:574] : INFO : Epoch 1932 | loss: 0.0311359 | val_loss: 0.0311466 | Time: 3532.2 ms [2022-04-01 04:14:25 main:574] : INFO : Epoch 1933 | loss: 0.0311333 | val_loss: 0.0311527 | Time: 3585.65 ms [2022-04-01 04:14:28 main:574] : INFO : Epoch 1934 | loss: 0.031135 | val_loss: 0.0311481 | Time: 3622.03 ms [2022-04-01 04:14:32 main:574] : INFO : Epoch 1935 | loss: 0.0311437 | val_loss: 0.0311504 | Time: 3484.1 ms [2022-04-01 04:14:35 main:574] : INFO : Epoch 1936 | loss: 0.0311415 | val_loss: 0.0311494 | Time: 3527 ms [2022-04-01 04:14:39 main:574] : INFO : Epoch 1937 | loss: 0.0311403 | val_loss: 0.031147 | Time: 3751.2 ms [2022-04-01 04:14:43 main:574] : INFO : Epoch 1938 | loss: 0.0311362 | val_loss: 0.031146 | Time: 3533.38 ms [2022-04-01 04:14:46 main:574] : INFO : Epoch 1939 | loss: 0.031135 | val_loss: 0.0311434 | Time: 3555.77 ms [2022-04-01 04:14:50 main:574] : INFO : Epoch 1940 | loss: 0.0311321 | val_loss: 0.0311468 | Time: 3604.1 ms [2022-04-01 04:14:54 main:574] : INFO : Epoch 1941 | loss: 0.0311339 | val_loss: 0.0311461 | Time: 3558.49 ms [2022-04-01 04:14:57 main:574] : INFO : Epoch 1942 | loss: 0.0311317 | val_loss: 0.0311435 | Time: 3571.71 ms [2022-04-01 04:15:01 main:574] : INFO : Epoch 1943 | loss: 0.0311299 | val_loss: 0.0311428 | Time: 3599.14 ms [2022-04-01 04:15:04 main:574] : INFO : Epoch 1944 | loss: 0.0311343 | val_loss: 0.0311443 | Time: 3542.49 ms [2022-04-01 04:15:08 main:574] : INFO : Epoch 1945 | loss: 0.0311331 | val_loss: 0.0311456 | Time: 3776.01 ms [2022-04-01 04:15:12 main:574] : INFO : Epoch 1946 | loss: 0.0311311 | val_loss: 0.0311436 | Time: 3575.24 ms [2022-04-01 04:15:15 main:574] : INFO : Epoch 1947 | loss: 0.0311287 | val_loss: 0.0311441 | Time: 3570.04 ms [2022-04-01 04:15:19 main:574] : INFO : Epoch 1948 | loss: 0.0311258 | val_loss: 0.0311404 | Time: 3795.6 ms [2022-04-01 04:15:23 main:574] : INFO : Epoch 1949 | loss: 0.0311268 | val_loss: 0.0311428 | Time: 3544.73 ms [2022-04-01 04:15:27 main:574] : INFO : Epoch 1950 | loss: 0.0311258 | val_loss: 0.0311413 | Time: 3541.97 ms [2022-04-01 04:15:30 main:574] : INFO : Epoch 1951 | loss: 0.0311281 | val_loss: 0.031142 | Time: 3637.73 ms [2022-04-01 04:15:34 main:574] : INFO : Epoch 1952 | loss: 0.0311273 | val_loss: 0.0311424 | Time: 3546.71 ms [2022-04-01 04:15:37 main:574] : INFO : Epoch 1953 | loss: 0.0311313 | val_loss: 0.031144 | Time: 3552.13 ms [2022-04-01 04:15:41 main:574] : INFO : Epoch 1954 | loss: 0.0311277 | val_loss: 0.0311418 | Time: 3553.33 ms [2022-04-01 04:15:45 main:574] : INFO : Epoch 1955 | loss: 0.0311272 | val_loss: 0.0311431 | Time: 3540.09 ms [2022-04-01 04:15:48 main:574] : INFO : Epoch 1956 | loss: 0.0311289 | val_loss: 0.0311382 | Time: 3680 ms [2022-04-01 04:15:52 main:574] : INFO : Epoch 1957 | loss: 0.0311267 | val_loss: 0.0311489 | Time: 3542.76 ms [2022-04-01 04:15:56 main:574] : INFO : Epoch 1958 | loss: 0.0311281 | val_loss: 0.0311394 | Time: 3544.1 ms [2022-04-01 04:15:59 main:574] : INFO : Epoch 1959 | loss: 0.0311272 | val_loss: 0.0311434 | Time: 3579.1 ms [2022-04-01 04:16:03 main:574] : INFO : Epoch 1960 | loss: 0.0311251 | val_loss: 0.031138 | Time: 3518.68 ms [2022-04-01 04:16:06 main:574] : INFO : Epoch 1961 | loss: 0.0311253 | val_loss: 0.0311395 | Time: 3545.92 ms [2022-04-01 04:16:10 main:574] : INFO : Epoch 1962 | loss: 0.0311247 | val_loss: 0.0311533 | Time: 3682.34 ms [2022-04-01 04:16:14 main:574] : INFO : Epoch 1963 | loss: 0.0311274 | val_loss: 0.0311356 | Time: 3540.08 ms [2022-04-01 04:16:17 main:574] : INFO : Epoch 1964 | loss: 0.0311224 | val_loss: 0.0311389 | Time: 3483.1 ms [2022-04-01 04:16:21 main:574] : INFO : Epoch 1965 | loss: 0.0311207 | val_loss: 0.0311371 | Time: 3554.84 ms [2022-04-01 04:16:24 main:574] : INFO : Epoch 1966 | loss: 0.0311243 | val_loss: 0.031148 | Time: 3544.79 ms [2022-04-01 04:16:28 main:574] : INFO : Epoch 1967 | loss: 0.0311439 | val_loss: 0.0311534 | Time: 3573.55 ms [2022-04-01 04:16:32 main:574] : INFO : Epoch 1968 | loss: 0.0311452 | val_loss: 0.0311501 | Time: 3542.51 ms [2022-04-01 04:16:35 main:574] : INFO : Epoch 1969 | loss: 0.0311417 | val_loss: 0.0311493 | Time: 3541.9 ms [2022-04-01 04:16:39 main:574] : INFO : Epoch 1970 | loss: 0.0311393 | val_loss: 0.0311471 | Time: 3630.74 ms [2022-04-01 04:16:42 main:574] : INFO : Epoch 1971 | loss: 0.0311356 | val_loss: 0.0311454 | Time: 3554.75 ms [2022-04-01 04:16:46 main:574] : INFO : Epoch 1972 | loss: 0.031132 | val_loss: 0.0311461 | Time: 3566.63 ms [2022-04-01 04:16:50 main:574] : INFO : Epoch 1973 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 3613.56 ms [2022-04-01 04:16:53 main:574] : INFO : Epoch 1974 | loss: 0.0311619 | val_loss: 0.0311543 | Time: 3552.44 ms [2022-04-01 04:16:57 main:574] : INFO : Epoch 1975 | loss: 0.0311504 | val_loss: 0.0311506 | Time: 3534.15 ms [2022-04-01 04:17:01 main:574] : INFO : Epoch 1976 | loss: 0.031144 | val_loss: 0.0311471 | Time: 3716.48 ms [2022-04-01 04:17:04 main:574] : INFO : Epoch 1977 | loss: 0.0311407 | val_loss: 0.0311467 | Time: 3548.47 ms [2022-04-01 04:17:08 main:574] : INFO : Epoch 1978 | loss: 0.0311424 | val_loss: 0.0311452 | Time: 3714.86 ms [2022-04-01 04:17:12 main:574] : INFO : Epoch 1979 | loss: 0.031142 | val_loss: 0.0311442 | Time: 3543.72 ms [2022-04-01 04:17:15 main:574] : INFO : Epoch 1980 | loss: 0.0311373 | val_loss: 0.0311465 | Time: 3551.22 ms [2022-04-01 04:17:19 main:574] : INFO : Epoch 1981 | loss: 0.0311361 | val_loss: 0.0311501 | Time: 3632.47 ms [2022-04-01 04:17:22 main:574] : INFO : Epoch 1982 | loss: 0.0311351 | val_loss: 0.0311422 | Time: 3543.2 ms [2022-04-01 04:17:26 main:574] : INFO : Epoch 1983 | loss: 0.031132 | val_loss: 0.0311413 | Time: 3538.43 ms [2022-04-01 04:17:30 main:574] : INFO : Epoch 1984 | loss: 0.03113 | val_loss: 0.031142 | Time: 3607.66 ms [2022-04-01 04:17:33 main:574] : INFO : Epoch 1985 | loss: 0.0311294 | val_loss: 0.0311402 | Time: 3538.73 ms [2022-04-01 04:17:37 main:574] : INFO : Epoch 1986 | loss: 0.0311274 | val_loss: 0.0311407 | Time: 3595.38 ms [2022-04-01 04:17:41 main:574] : INFO : Epoch 1987 | loss: 0.0311258 | val_loss: 0.0311416 | Time: 3642.82 ms [2022-04-01 04:17:44 main:574] : INFO : Epoch 1988 | loss: 0.0311259 | val_loss: 0.0311461 | Time: 3560.93 ms [2022-04-01 04:17:48 main:574] : INFO : Epoch 1989 | loss: 0.0311258 | val_loss: 0.0311429 | Time: 3585.96 ms [2022-04-01 04:17:51 main:574] : INFO : Epoch 1990 | loss: 0.0311263 | val_loss: 0.031142 | Time: 3556.45 ms [2022-04-01 04:17:55 main:574] : INFO : Epoch 1991 | loss: 0.0311251 | val_loss: 0.0311463 | Time: 3543.15 ms [2022-04-01 04:17:59 main:574] : INFO : Epoch 1992 | loss: 0.0311253 | val_loss: 0.0311438 | Time: 3670.07 ms [2022-04-01 04:18:02 main:574] : INFO : Epoch 1993 | loss: 0.0311308 | val_loss: 0.0311455 | Time: 3546.92 ms [2022-04-01 04:18:06 main:574] : INFO : Epoch 1994 | loss: 0.0311311 | val_loss: 0.0311448 | Time: 3533.55 ms [2022-04-01 04:18:10 main:574] : INFO : Epoch 1995 | loss: 0.0311269 | val_loss: 0.031143 | Time: 3575.53 ms [2022-04-01 04:18:13 main:574] : INFO : Epoch 1996 | loss: 0.0311239 | val_loss: 0.0311413 | Time: 3561.24 ms [2022-04-01 04:18:17 main:574] : INFO : Epoch 1997 | loss: 0.0311234 | val_loss: 0.031143 | Time: 3612.7 ms [2022-04-01 04:18:21 main:574] : INFO : Epoch 1998 | loss: 0.0311247 | val_loss: 0.0311414 | Time: 3718.03 ms [2022-04-01 04:18:24 main:574] : INFO : Epoch 1999 | loss: 0.0311239 | val_loss: 0.0311428 | Time: 3564.45 ms [2022-04-01 04:18:28 main:574] : INFO : Epoch 2000 | loss: 0.0311232 | val_loss: 0.0311468 | Time: 3592.82 ms [2022-04-01 04:18:31 main:574] : INFO : Epoch 2001 | loss: 0.0311238 | val_loss: 0.0311397 | Time: 3547.81 ms [2022-04-01 04:18:35 main:574] : INFO : Epoch 2002 | loss: 0.0311271 | val_loss: 0.031147 | Time: 3515.83 ms [2022-04-01 04:18:39 main:574] : INFO : Epoch 2003 | loss: 0.0311273 | val_loss: 0.0311423 | Time: 3640.52 ms [2022-04-01 04:18:42 main:574] : INFO : Epoch 2004 | loss: 0.0311245 | val_loss: 0.0311443 | Time: 3553.76 ms [2022-04-01 04:18:46 main:574] : INFO : Epoch 2005 | loss: 0.0311229 | val_loss: 0.0311415 | Time: 3539.21 ms [2022-04-01 04:18:50 main:574] : INFO : Epoch 2006 | loss: 0.0311225 | val_loss: 0.0311436 | Time: 3678.97 ms [2022-04-01 04:18:53 main:574] : INFO : Epoch 2007 | loss: 0.0311251 | val_loss: 0.0311434 | Time: 3558.14 ms [2022-04-01 04:18:57 main:574] : INFO : Epoch 2008 | loss: 0.0311222 | val_loss: 0.0311422 | Time: 3628.04 ms [2022-04-01 04:19:00 main:574] : INFO : Epoch 2009 | loss: 0.0311221 | val_loss: 0.0311427 | Time: 3612.41 ms [2022-04-01 04:19:04 main:574] : INFO : Epoch 2010 | loss: 0.0311203 | val_loss: 0.0311406 | Time: 3549.92 ms [2022-04-01 04:19:08 main:574] : INFO : Epoch 2011 | loss: 0.0311195 | val_loss: 0.031143 | Time: 3603.44 ms [2022-04-01 04:19:11 main:574] : INFO : Epoch 2012 | loss: 0.0311194 | val_loss: 0.0311406 | Time: 3544.29 ms [2022-04-01 04:19:15 main:574] : INFO : Epoch 2013 | loss: 0.031117 | val_loss: 0.0311392 | Time: 3553.8 ms [2022-04-01 04:19:19 main:574] : INFO : Epoch 2014 | loss: 0.0311158 | val_loss: 0.0311388 | Time: 3609.02 ms [2022-04-01 04:19:22 main:574] : INFO : Epoch 2015 | loss: 0.0311177 | val_loss: 0.031141 | Time: 3623.05 ms [2022-04-01 04:19:26 main:574] : INFO : Epoch 2016 | loss: 0.0311193 | val_loss: 0.0311466 | Time: 3549.41 ms [2022-04-01 04:19:29 main:574] : INFO : Epoch 2017 | loss: 0.0311201 | val_loss: 0.0311388 | Time: 3697.1 ms [2022-04-01 04:19:33 main:574] : INFO : Epoch 2018 | loss: 0.0311154 | val_loss: 0.031141 | Time: 3545.39 ms [2022-04-01 04:19:37 main:574] : INFO : Epoch 2019 | loss: 0.0311152 | val_loss: 0.031139 | Time: 3579.78 ms [2022-04-01 04:19:40 main:574] : INFO : Epoch 2020 | loss: 0.031114 | val_loss: 0.0311433 | Time: 3639.22 ms [2022-04-01 04:19:44 main:574] : INFO : Epoch 2021 | loss: 0.031114 | val_loss: 0.0311414 | Time: 3531.49 ms [2022-04-01 04:19:48 main:574] : INFO : Epoch 2022 | loss: 0.0311159 | val_loss: 0.03114 | Time: 3566.45 ms [2022-04-01 04:19:51 main:574] : INFO : Epoch 2023 | loss: 0.0311135 | val_loss: 0.0311429 | Time: 3598.1 ms [2022-04-01 04:19:55 main:574] : INFO : Epoch 2024 | loss: 0.0311142 | val_loss: 0.0311436 | Time: 3554.48 ms [2022-04-01 04:19:58 main:574] : INFO : Epoch 2025 | loss: 0.0311153 | val_loss: 0.031142 | Time: 3630.81 ms [2022-04-01 04:20:02 main:574] : INFO : Epoch 2026 | loss: 0.0311344 | val_loss: 0.0311479 | Time: 3551.6 ms [2022-04-01 04:20:06 main:574] : INFO : Epoch 2027 | loss: 0.0311389 | val_loss: 0.0311511 | Time: 3541.19 ms [2022-04-01 04:20:09 main:574] : INFO : Epoch 2028 | loss: 0.0311374 | val_loss: 0.0311457 | Time: 3637.94 ms [2022-04-01 04:20:13 main:574] : INFO : Epoch 2029 | loss: 0.031126 | val_loss: 0.0311488 | Time: 3499.63 ms [2022-04-01 04:20:16 main:574] : INFO : Epoch 2030 | loss: 0.031124 | val_loss: 0.0311424 | Time: 3553.17 ms [2022-04-01 04:20:20 main:574] : INFO : Epoch 2031 | loss: 0.0311188 | val_loss: 0.0311414 | Time: 3606.64 ms [2022-04-01 04:20:24 main:574] : INFO : Epoch 2032 | loss: 0.0311188 | val_loss: 0.0311439 | Time: 3540.13 ms [2022-04-01 04:20:27 main:574] : INFO : Epoch 2033 | loss: 0.0311161 | val_loss: 0.0311424 | Time: 3570.24 ms [2022-04-01 04:20:31 main:574] : INFO : Epoch 2034 | loss: 0.0311153 | val_loss: 0.0311424 | Time: 3558.6 ms [2022-04-01 04:20:34 main:574] : INFO : Epoch 2035 | loss: 0.0311151 | val_loss: 0.0311393 | Time: 3526.4 ms [2022-04-01 04:20:38 main:574] : INFO : Epoch 2036 | loss: 0.0311164 | val_loss: 0.0311421 | Time: 3776.57 ms [2022-04-01 04:20:42 main:574] : INFO : Epoch 2037 | loss: 0.0311163 | val_loss: 0.0311477 | Time: 3522.91 ms [2022-04-01 04:20:45 main:574] : INFO : Epoch 2038 | loss: 0.0311151 | val_loss: 0.0311426 | Time: 3513.03 ms [2022-04-01 04:20:49 main:574] : INFO : Epoch 2039 | loss: 0.0311156 | val_loss: 0.0311442 | Time: 3503.4 ms [2022-04-01 04:20:53 main:574] : INFO : Epoch 2040 | loss: 0.0311141 | val_loss: 0.0311399 | Time: 3574.79 ms [2022-04-01 04:20:56 main:574] : INFO : Epoch 2041 | loss: 0.0311132 | val_loss: 0.0311471 | Time: 3542.59 ms [2022-04-01 04:21:00 main:574] : INFO : Epoch 2042 | loss: 0.0311136 | val_loss: 0.0311446 | Time: 3667.53 ms [2022-04-01 04:21:03 main:574] : INFO : Epoch 2043 | loss: 0.031113 | val_loss: 0.0311419 | Time: 3546.79 ms [2022-04-01 04:21:07 main:574] : INFO : Epoch 2044 | loss: 0.0311103 | val_loss: 0.0311476 | Time: 3551.25 ms [2022-04-01 04:21:11 main:574] : INFO : Epoch 2045 | loss: 0.0311108 | val_loss: 0.0311501 | Time: 3599.03 ms [2022-04-01 04:21:14 main:574] : INFO : Epoch 2046 | loss: 0.031109 | val_loss: 0.0311516 | Time: 3550.47 ms [2022-04-01 04:21:18 main:574] : INFO : Epoch 2047 | loss: 0.031112 | val_loss: 0.0311474 | Time: 3512.33 ms [2022-04-01 04:21:21 main:574] : INFO : Epoch 2048 | loss: 0.0311147 | val_loss: 0.0311453 | Time: 3557.34 ms [2022-04-01 04:21:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311453 [2022-04-01 04:21:22 main:603] : INFO : Saving end state to config to file [2022-04-01 04:21:22 main:608] : INFO : Success, exiting.. 04:21:22 (16840): 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)