Task 14623999
| Name | ParityModified-1647048739-28173-3-0_1 |
| Workunit | 11574568 |
| Created | 18 Apr 2022, 15:37:00 UTC |
| Sent | 18 Apr 2022, 15:40:49 UTC |
| Report deadline | 26 Apr 2022, 15:40:49 UTC |
| Received | 25 Apr 2022, 17:32:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 3 hours 50 min 5 sec |
| CPU time | 2 hours 14 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311182 | val_loss: 0.0311598 | Time: 6046.43 ms
[2022-04-25 18:00:42 main:574] : INFO : Epoch 1543 | loss: 0.0311208 | val_loss: 0.0311553 | Time: 6032.14 ms
[2022-04-25 18:00:49 main:574] : INFO : Epoch 1544 | loss: 0.031121 | val_loss: 0.0311646 | Time: 5918.06 ms
[2022-04-25 18:00:55 main:574] : INFO : Epoch 1545 | loss: 0.0311216 | val_loss: 0.031164 | Time: 5805.8 ms
[2022-04-25 18:01:01 main:574] : INFO : Epoch 1546 | loss: 0.0311211 | val_loss: 0.0311612 | Time: 6053.15 ms
[2022-04-25 18:01:08 main:574] : INFO : Epoch 1547 | loss: 0.0311198 | val_loss: 0.0311613 | Time: 6316.77 ms
[2022-04-25 18:01:15 main:574] : INFO : Epoch 1548 | loss: 0.0311171 | val_loss: 0.0311635 | Time: 6159.62 ms
[2022-04-25 18:01:22 main:574] : INFO : Epoch 1549 | loss: 0.0311162 | val_loss: 0.0311592 | Time: 6945.08 ms
[2022-04-25 18:01:29 main:574] : INFO : Epoch 1550 | loss: 0.0311162 | val_loss: 0.0311664 | Time: 6137.75 ms
[2022-04-25 18:01:35 main:574] : INFO : Epoch 1551 | loss: 0.0311161 | val_loss: 0.0311575 | Time: 5911.62 ms
[2022-04-25 18:01:41 main:574] : INFO : Epoch 1552 | loss: 0.0311162 | val_loss: 0.0311613 | Time: 5986.81 ms
[2022-04-25 18:01:49 main:574] : INFO : Epoch 1553 | loss: 0.0311129 | val_loss: 0.0311617 | Time: 6067.05 ms
[2022-04-25 18:01:56 main:574] : INFO : Epoch 1554 | loss: 0.0311154 | val_loss: 0.0311627 | Time: 6008.43 ms
[2022-04-25 18:02:02 main:574] : INFO : Epoch 1555 | loss: 0.0311122 | val_loss: 0.0311662 | Time: 5996.22 ms
[2022-04-25 18:02:08 main:574] : INFO : Epoch 1556 | loss: 0.0311132 | val_loss: 0.0311557 | Time: 6161.59 ms
[2022-04-25 18:02:15 main:574] : INFO : Epoch 1557 | loss: 0.0311163 | val_loss: 0.0311589 | Time: 6099.03 ms
[2022-04-25 18:02:21 main:574] : INFO : Epoch 1558 | loss: 0.0311181 | val_loss: 0.0311628 | Time: 6100.73 ms
[2022-04-25 18:02:29 main:574] : INFO : Epoch 1559 | loss: 0.0311249 | val_loss: 0.0311614 | Time: 5981.84 ms
[2022-04-25 18:02:36 main:574] : INFO : Epoch 1560 | loss: 0.0311234 | val_loss: 0.0311638 | Time: 5961.7 ms
[2022-04-25 18:02:42 main:574] : INFO : Epoch 1561 | loss: 0.0311227 | val_loss: 0.0311581 | Time: 6067.86 ms
[2022-04-25 18:02:48 main:574] : INFO : Epoch 1562 | loss: 0.0311181 | val_loss: 0.0311646 | Time: 6079.71 ms
[2022-04-25 18:02:55 main:574] : INFO : Epoch 1563 | loss: 0.0311176 | val_loss: 0.0311617 | Time: 6087.6 ms
[2022-04-25 18:03:02 main:574] : INFO : Epoch 1564 | loss: 0.031117 | val_loss: 0.0311609 | Time: 5823.9 ms
[2022-04-25 18:03:09 main:574] : INFO : Epoch 1565 | loss: 0.0311158 | val_loss: 0.0311584 | Time: 6142.89 ms
[2022-04-25 18:03:16 main:574] : INFO : Epoch 1566 | loss: 0.0311161 | val_loss: 0.0311597 | Time: 6191.59 ms
[2022-04-25 18:03:22 main:574] : INFO : Epoch 1567 | loss: 0.0311167 | val_loss: 0.0311601 | Time: 6112.52 ms
[2022-04-25 18:03:28 main:574] : INFO : Epoch 1568 | loss: 0.031116 | val_loss: 0.031162 | Time: 5999.16 ms
[2022-04-25 18:03:35 main:574] : INFO : Epoch 1569 | loss: 0.0311132 | val_loss: 0.031161 | Time: 5934.79 ms
[2022-04-25 18:03:42 main:574] : INFO : Epoch 1570 | loss: 0.0311123 | val_loss: 0.0311601 | Time: 6111.78 ms
[2022-04-25 18:03:49 main:574] : INFO : Epoch 1571 | loss: 0.031117 | val_loss: 0.0311613 | Time: 6094.13 ms
[2022-04-25 18:03:55 main:574] : INFO : Epoch 1572 | loss: 0.0311207 | val_loss: 0.0311609 | Time: 6108.07 ms
[2022-04-25 18:04:02 main:574] : INFO : Epoch 1573 | loss: 0.0311249 | val_loss: 0.0311573 | Time: 6067.84 ms
[2022-04-25 18:04:08 main:574] : INFO : Epoch 1574 | loss: 0.0311291 | val_loss: 0.0311573 | Time: 5891 ms
[2022-04-25 18:04:15 main:574] : INFO : Epoch 1575 | loss: 0.0311259 | val_loss: 0.0311526 | Time: 5819.71 ms
[2022-04-25 18:04:22 main:574] : INFO : Epoch 1576 | loss: 0.0311227 | val_loss: 0.0311518 | Time: 6245.07 ms
[2022-04-25 18:04:28 main:574] : INFO : Epoch 1577 | loss: 0.0311227 | val_loss: 0.0311617 | Time: 5688.82 ms
[2022-04-25 18:04:34 main:574] : INFO : Epoch 1578 | loss: 0.0311229 | val_loss: 0.0311591 | Time: 6048.03 ms
[2022-04-25 18:04:41 main:574] : INFO : Epoch 1579 | loss: 0.0311223 | val_loss: 0.0311578 | Time: 6362.59 ms
[2022-04-25 18:04:47 main:574] : INFO : Epoch 1580 | loss: 0.0311196 | val_loss: 0.0311579 | Time: 6071.9 ms
[2022-04-25 18:04:54 main:574] : INFO : Epoch 1581 | loss: 0.0311168 | val_loss: 0.0311614 | Time: 6096.37 ms
[2022-04-25 18:05:01 main:574] : INFO : Epoch 1582 | loss: 0.031119 | val_loss: 0.0311543 | Time: 6124 ms
[2022-04-25 18:05:07 main:574] : INFO : Epoch 1583 | loss: 0.0311182 | val_loss: 0.0311592 | Time: 6022.05 ms
[2022-04-25 18:05:14 main:574] : INFO : Epoch 1584 | loss: 0.0311177 | val_loss: 0.0311613 | Time: 6168.64 ms
[2022-04-25 18:05:21 main:574] : INFO : Epoch 1585 | loss: 0.0311162 | val_loss: 0.0311618 | Time: 6091.42 ms
[2022-04-25 18:05:29 main:574] : INFO : Epoch 1586 | loss: 0.0311182 | val_loss: 0.0311605 | Time: 6197.06 ms
[2022-04-25 18:05:35 main:574] : INFO : Epoch 1587 | loss: 0.0311183 | val_loss: 0.0311671 | Time: 6007.76 ms
[2022-04-25 18:05:41 main:574] : INFO : Epoch 1588 | loss: 0.0311183 | val_loss: 0.0311622 | Time: 5934.09 ms
[2022-04-25 18:05:48 main:574] : INFO : Epoch 1589 | loss: 0.0311147 | val_loss: 0.0311562 | Time: 6210.79 ms
[2022-04-25 18:05:54 main:574] : INFO : Epoch 1590 | loss: 0.0311192 | val_loss: 0.0311621 | Time: 6136.01 ms
[2022-04-25 18:06:00 main:574] : INFO : Epoch 1591 | loss: 0.031119 | val_loss: 0.0311604 | Time: 5963.55 ms
[2022-04-25 18:06:06 main:574] : INFO : Epoch 1592 | loss: 0.0311203 | val_loss: 0.031154 | Time: 6103.05 ms
[2022-04-25 18:06:13 main:574] : INFO : Epoch 1593 | loss: 0.0311215 | val_loss: 0.0311586 | Time: 5905.98 ms
[2022-04-25 18:06:20 main:574] : INFO : Epoch 1594 | loss: 0.031122 | val_loss: 0.0311592 | Time: 5897.48 ms
[2022-04-25 18:06:27 main:574] : INFO : Epoch 1595 | loss: 0.03112 | val_loss: 0.0311572 | Time: 6075.57 ms
[2022-04-25 18:06:34 main:574] : INFO : Epoch 1596 | loss: 0.0311277 | val_loss: 0.031162 | Time: 6038.95 ms
[2022-04-25 18:06:40 main:574] : INFO : Epoch 1597 | loss: 0.0311289 | val_loss: 0.031149 | Time: 6031.72 ms
[2022-04-25 18:06:47 main:574] : INFO : Epoch 1598 | loss: 0.0311208 | val_loss: 0.0311551 | Time: 6066.6 ms
[2022-04-25 18:06:53 main:574] : INFO : Epoch 1599 | loss: 0.0311203 | val_loss: 0.031151 | Time: 5942.01 ms
[2022-04-25 18:07:00 main:574] : INFO : Epoch 1600 | loss: 0.0311191 | val_loss: 0.0311531 | Time: 5673.37 ms
[2022-04-25 18:07:07 main:574] : INFO : Epoch 1601 | loss: 0.0311237 | val_loss: 0.0311547 | Time: 5954.72 ms
[2022-04-25 18:07:14 main:574] : INFO : Epoch 1602 | loss: 0.0311211 | val_loss: 0.0311619 | Time: 6065.8 ms
[2022-04-25 18:07:20 main:574] : INFO : Epoch 1603 | loss: 0.0311189 | val_loss: 0.0311636 | Time: 5999.17 ms
[2022-04-25 18:07:27 main:574] : INFO : Epoch 1604 | loss: 0.0311189 | val_loss: 0.0311603 | Time: 6200.55 ms
[2022-04-25 18:07:34 main:574] : INFO : Epoch 1605 | loss: 0.0311166 | val_loss: 0.0311658 | Time: 6239.29 ms
[2022-04-25 18:07:40 main:574] : INFO : Epoch 1606 | loss: 0.0311139 | val_loss: 0.0311628 | Time: 6040.95 ms
[2022-04-25 18:07:47 main:574] : INFO : Epoch 1607 | loss: 0.0311141 | val_loss: 0.0311608 | Time: 5973.54 ms
[2022-04-25 18:07:53 main:574] : INFO : Epoch 1608 | loss: 0.0311162 | val_loss: 0.0311651 | Time: 5690.71 ms
[2022-04-25 18:08:00 main:574] : INFO : Epoch 1609 | loss: 0.0311128 | val_loss: 0.0311639 | Time: 6278.12 ms
[2022-04-25 18:08:09 main:574] : INFO : Epoch 1610 | loss: 0.0311146 | val_loss: 0.0311533 | Time: 5952.56 ms
[2022-04-25 18:08:15 main:574] : INFO : Epoch 1611 | loss: 0.0311121 | val_loss: 0.0311634 | Time: 6171.87 ms
[2022-04-25 18:08:21 main:574] : INFO : Epoch 1612 | loss: 0.031113 | val_loss: 0.0311634 | Time: 6044 ms
[2022-04-25 18:08:29 main:574] : INFO : Epoch 1613 | loss: 0.0311125 | val_loss: 0.0311582 | Time: 6088.21 ms
[2022-04-25 18:08:35 main:574] : INFO : Epoch 1614 | loss: 0.031114 | val_loss: 0.0311564 | Time: 5910.53 ms
[2022-04-25 18:08:41 main:574] : INFO : Epoch 1615 | loss: 0.0311157 | val_loss: 0.0311568 | Time: 6077.5 ms
[2022-04-25 18:08:47 main:574] : INFO : Epoch 1616 | loss: 0.0311157 | val_loss: 0.0311595 | Time: 5719.09 ms
[2022-04-25 18:08:53 main:574] : INFO : Epoch 1617 | loss: 0.0311163 | val_loss: 0.0311601 | Time: 5990.16 ms
[2022-04-25 18:09:00 main:574] : INFO : Epoch 1618 | loss: 0.0311149 | val_loss: 0.0311583 | Time: 6114.94 ms
[2022-04-25 18:09:07 main:574] : INFO : Epoch 1619 | loss: 0.0311176 | val_loss: 0.0311613 | Time: 6189.01 ms
[2022-04-25 18:09:13 main:574] : INFO : Epoch 1620 | loss: 0.0311202 | val_loss: 0.0311615 | Time: 6030.29 ms
[2022-04-25 18:09:20 main:574] : INFO : Epoch 1621 | loss: 0.0311189 | val_loss: 0.0311635 | Time: 6095.3 ms
[2022-04-25 18:09:26 main:574] : INFO : Epoch 1622 | loss: 0.0311178 | val_loss: 0.0311564 | Time: 6013.33 ms
[2022-04-25 18:09:33 main:574] : INFO : Epoch 1623 | loss: 0.0311186 | val_loss: 0.0311581 | Time: 6167.68 ms
[2022-04-25 18:09:39 main:574] : INFO : Epoch 1624 | loss: 0.031116 | val_loss: 0.0311609 | Time: 6070.65 ms
[2022-04-25 18:09:45 main:574] : INFO : Epoch 1625 | loss: 0.0311166 | val_loss: 0.0311589 | Time: 5649.48 ms
[2022-04-25 18:09:53 main:574] : INFO : Epoch 1626 | loss: 0.0311147 | val_loss: 0.0311652 | Time: 6092.56 ms
[2022-04-25 18:10:00 main:574] : INFO : Epoch 1627 | loss: 0.0311134 | val_loss: 0.0311588 | Time: 6194.11 ms
[2022-04-25 18:10:06 main:574] : INFO : Epoch 1628 | loss: 0.0311104 | val_loss: 0.0311546 | Time: 6141.76 ms
[2022-04-25 18:10:14 main:574] : INFO : Epoch 1629 | loss: 0.0311108 | val_loss: 0.031157 | Time: 5959.87 ms
[2022-04-25 18:10:20 main:574] : INFO : Epoch 1630 | loss: 0.031111 | val_loss: 0.031157 | Time: 6079.78 ms
[2022-04-25 18:10:28 main:574] : INFO : Epoch 1631 | loss: 0.0311096 | val_loss: 0.0311569 | Time: 5885.54 ms
[2022-04-25 18:10:34 main:574] : INFO : Epoch 1632 | loss: 0.031107 | val_loss: 0.0311567 | Time: 5944.98 ms
[2022-04-25 18:10:40 main:574] : INFO : Epoch 1633 | loss: 0.0311073 | val_loss: 0.0311597 | Time: 6209.13 ms
[2022-04-25 18:10:46 main:574] : INFO : Epoch 1634 | loss: 0.0311111 | val_loss: 0.0311651 | Time: 6096.2 ms
[2022-04-25 18:10:54 main:574] : INFO : Epoch 1635 | loss: 0.031112 | val_loss: 0.0311608 | Time: 6131.19 ms
[2022-04-25 18:11:00 main:574] : INFO : Epoch 1636 | loss: 0.0311119 | val_loss: 0.0311611 | Time: 6063.12 ms
[2022-04-25 18:11:06 main:574] : INFO : Epoch 1637 | loss: 0.0311115 | val_loss: 0.0311647 | Time: 6261.92 ms
[2022-04-25 18:11:12 main:574] : INFO : Epoch 1638 | loss: 0.0311144 | val_loss: 0.031164 | Time: 5969.71 ms
[2022-04-25 18:11:18 main:574] : INFO : Epoch 1639 | loss: 0.0311121 | val_loss: 0.0311569 | Time: 6182.91 ms
[2022-04-25 18:11:25 main:574] : INFO : Epoch 1640 | loss: 0.0311147 | val_loss: 0.0311583 | Time: 6083.95 ms
[2022-04-25 18:11:33 main:574] : INFO : Epoch 1641 | loss: 0.031114 | val_loss: 0.0311626 | Time: 6187.31 ms
[2022-04-25 18:11:39 main:574] : INFO : Epoch 1642 | loss: 0.031113 | val_loss: 0.0311579 | Time: 6063.56 ms
[2022-04-25 18:11:45 main:574] : INFO : Epoch 1643 | loss: 0.0311132 | val_loss: 0.0311568 | Time: 6020.33 ms
[2022-04-25 18:11:52 main:574] : INFO : Epoch 1644 | loss: 0.0311198 | val_loss: 0.0311608 | Time: 6024.04 ms
[2022-04-25 18:11:58 main:574] : INFO : Epoch 1645 | loss: 0.0311145 | val_loss: 0.0311597 | Time: 6026.25 ms
[2022-04-25 18:12:05 main:574] : INFO : Epoch 1646 | loss: 0.0311139 | val_loss: 0.0311646 | Time: 6121.94 ms
[2022-04-25 18:12:11 main:574] : INFO : Epoch 1647 | loss: 0.0311119 | val_loss: 0.0311666 | Time: 5924.99 ms
[2022-04-25 18:12:19 main:574] : INFO : Epoch 1648 | loss: 0.0311096 | val_loss: 0.0311603 | Time: 6042.14 ms
[2022-04-25 18:12:25 main:574] : INFO : Epoch 1649 | loss: 0.0311105 | val_loss: 0.0311633 | Time: 5853.28 ms
[2022-04-25 18:12:31 main:574] : INFO : Epoch 1650 | loss: 0.0311122 | val_loss: 0.0311543 | Time: 6116.63 ms
[2022-04-25 18:12:37 main:574] : INFO : Epoch 1651 | loss: 0.0311141 | val_loss: 0.0311511 | Time: 6052.9 ms
[2022-04-25 18:12:44 main:574] : INFO : Epoch 1652 | loss: 0.0311128 | val_loss: 0.031153 | Time: 6007.51 ms
[2022-04-25 18:12:51 main:574] : INFO : Epoch 1653 | loss: 0.03111 | val_loss: 0.0311571 | Time: 6110.79 ms
[2022-04-25 18:12:57 main:574] : INFO : Epoch 1654 | loss: 0.0311111 | val_loss: 0.0311554 | Time: 5984.67 ms
[2022-04-25 18:13:03 main:574] : INFO : Epoch 1655 | loss: 0.0311098 | val_loss: 0.0311617 | Time: 6075.93 ms
[2022-04-25 18:13:10 main:574] : INFO : Epoch 1656 | loss: 0.0311115 | val_loss: 0.0311591 | Time: 5992.18 ms
[2022-04-25 18:13:16 main:574] : INFO : Epoch 1657 | loss: 0.0311109 | val_loss: 0.031159 | Time: 6109.19 ms
[2022-04-25 18:13:23 main:574] : INFO : Epoch 1658 | loss: 0.0311108 | val_loss: 0.0311567 | Time: 6152.13 ms
[2022-04-25 18:13:29 main:574] : INFO : Epoch 1659 | loss: 0.0311113 | val_loss: 0.0311621 | Time: 6048.59 ms
[2022-04-25 18:13:36 main:574] : INFO : Epoch 1660 | loss: 0.031111 | val_loss: 0.0311605 | Time: 6153.81 ms
[2022-04-25 18:13:42 main:574] : INFO : Epoch 1661 | loss: 0.0311142 | val_loss: 0.0311609 | Time: 6000.24 ms
[2022-04-25 18:13:49 main:574] : INFO : Epoch 1662 | loss: 0.0311155 | val_loss: 0.0311618 | Time: 6091.81 ms
[2022-04-25 18:13:55 main:574] : INFO : Epoch 1663 | loss: 0.0311229 | val_loss: 0.0311537 | Time: 5929.81 ms
[2022-04-25 18:14:02 main:574] : INFO : Epoch 1664 | loss: 0.0311224 | val_loss: 0.031156 | Time: 6150.18 ms
[2022-04-25 18:14:08 main:574] : INFO : Epoch 1665 | loss: 0.0311185 | val_loss: 0.0311611 | Time: 5968.36 ms
[2022-04-25 18:14:15 main:574] : INFO : Epoch 1666 | loss: 0.0311166 | val_loss: 0.0311571 | Time: 6262.81 ms
[2022-04-25 18:14:21 main:574] : INFO : Epoch 1667 | loss: 0.0311132 | val_loss: 0.0311563 | Time: 6170.13 ms
[2022-04-25 18:14:28 main:574] : INFO : Epoch 1668 | loss: 0.0311147 | val_loss: 0.0311584 | Time: 6017.31 ms
[2022-04-25 18:14:34 main:574] : INFO : Epoch 1669 | loss: 0.0311166 | val_loss: 0.031156 | Time: 6175.69 ms
[2022-04-25 18:14:42 main:574] : INFO : Epoch 1670 | loss: 0.031116 | val_loss: 0.0311557 | Time: 7114.73 ms
[2022-04-25 18:14:48 main:574] : INFO : Epoch 1671 | loss: 0.0311154 | val_loss: 0.0311625 | Time: 6105.82 ms
[2022-04-25 18:14:55 main:574] : INFO : Epoch 1672 | loss: 0.0311184 | val_loss: 0.0311558 | Time: 6102.94 ms
[2022-04-25 18:15:01 main:574] : INFO : Epoch 1673 | loss: 0.0311183 | val_loss: 0.0311638 | Time: 6019.9 ms
[2022-04-25 18:15:08 main:574] : INFO : Epoch 1674 | loss: 0.0311139 | val_loss: 0.0311593 | Time: 6069.99 ms
[2022-04-25 18:15:15 main:574] : INFO : Epoch 1675 | loss: 0.0311158 | val_loss: 0.0311586 | Time: 6141.22 ms
[2022-04-25 18:15:21 main:574] : INFO : Epoch 1676 | loss: 0.0311163 | val_loss: 0.0311567 | Time: 6088.11 ms
[2022-04-25 18:15:27 main:574] : INFO : Epoch 1677 | loss: 0.0311138 | val_loss: 0.0311569 | Time: 6081.95 ms
[2022-04-25 18:15:34 main:574] : INFO : Epoch 1678 | loss: 0.0311138 | val_loss: 0.0311596 | Time: 6019.44 ms
[2022-04-25 18:15:40 main:574] : INFO : Epoch 1679 | loss: 0.0311161 | val_loss: 0.0311707 | Time: 6214.18 ms
[2022-04-25 18:15:47 main:574] : INFO : Epoch 1680 | loss: 0.0311138 | val_loss: 0.031161 | Time: 6052.08 ms
[2022-04-25 18:15:53 main:574] : INFO : Epoch 1681 | loss: 0.0311118 | val_loss: 0.0311649 | Time: 6177.54 ms
[2022-04-25 18:16:00 main:574] : INFO : Epoch 1682 | loss: 0.0311163 | val_loss: 0.0311652 | Time: 6101.93 ms
[2022-04-25 18:16:06 main:574] : INFO : Epoch 1683 | loss: 0.0311156 | val_loss: 0.0311625 | Time: 6174.23 ms
[2022-04-25 18:16:12 main:574] : INFO : Epoch 1684 | loss: 0.0311122 | val_loss: 0.0311664 | Time: 6224.26 ms
[2022-04-25 18:16:19 main:574] : INFO : Epoch 1685 | loss: 0.0311107 | val_loss: 0.0311635 | Time: 5885.59 ms
[2022-04-25 18:16:25 main:574] : INFO : Epoch 1686 | loss: 0.0311124 | val_loss: 0.0311655 | Time: 5963.17 ms
[2022-04-25 18:16:32 main:574] : INFO : Epoch 1687 | loss: 0.0311114 | val_loss: 0.0311644 | Time: 6263.28 ms
[2022-04-25 18:16:38 main:574] : INFO : Epoch 1688 | loss: 0.0311094 | val_loss: 0.0311638 | Time: 5693.51 ms
[2022-04-25 18:16:46 main:574] : INFO : Epoch 1689 | loss: 0.0311079 | val_loss: 0.0311641 | Time: 6102.42 ms
[2022-04-25 18:16:52 main:574] : INFO : Epoch 1690 | loss: 0.0311079 | val_loss: 0.0311636 | Time: 5704.09 ms
[2022-04-25 18:16:59 main:574] : INFO : Epoch 1691 | loss: 0.0311069 | val_loss: 0.0311624 | Time: 6144.71 ms
[2022-04-25 18:17:05 main:574] : INFO : Epoch 1692 | loss: 0.0311061 | val_loss: 0.0311662 | Time: 5770.28 ms
[2022-04-25 18:17:11 main:574] : INFO : Epoch 1693 | loss: 0.0311076 | val_loss: 0.0311616 | Time: 6125.94 ms
[2022-04-25 18:17:17 main:574] : INFO : Epoch 1694 | loss: 0.0311074 | val_loss: 0.0311611 | Time: 6136.83 ms
[2022-04-25 18:17:24 main:574] : INFO : Epoch 1695 | loss: 0.0311063 | val_loss: 0.0311637 | Time: 6163.07 ms
[2022-04-25 18:17:31 main:574] : INFO : Epoch 1696 | loss: 0.0311055 | val_loss: 0.0311672 | Time: 6265.41 ms
[2022-04-25 18:17:37 main:574] : INFO : Epoch 1697 | loss: 0.0311078 | val_loss: 0.0311599 | Time: 5982.98 ms
[2022-04-25 18:17:43 main:574] : INFO : Epoch 1698 | loss: 0.03111 | val_loss: 0.0311645 | Time: 6067.61 ms
[2022-04-25 18:17:50 main:574] : INFO : Epoch 1699 | loss: 0.0311138 | val_loss: 0.031162 | Time: 6509.99 ms
[2022-04-25 18:17:57 main:574] : INFO : Epoch 1700 | loss: 0.031113 | val_loss: 0.0311572 | Time: 6120.9 ms
[2022-04-25 18:18:05 main:574] : INFO : Epoch 1701 | loss: 0.0311159 | val_loss: 0.0311624 | Time: 6323.67 ms
[2022-04-25 18:18:12 main:574] : INFO : Epoch 1702 | loss: 0.0311152 | val_loss: 0.0311581 | Time: 6261.16 ms
[2022-04-25 18:18:20 main:574] : INFO : Epoch 1703 | loss: 0.0311123 | val_loss: 0.0311648 | Time: 5907.55 ms
[2022-04-25 18:18:29 main:574] : INFO : Epoch 1704 | loss: 0.0311134 | val_loss: 0.0311614 | Time: 6505.13 ms
[2022-04-25 18:18:36 main:574] : INFO : Epoch 1705 | loss: 0.0311115 | val_loss: 0.0311704 | Time: 6610.05 ms
[2022-04-25 18:18:44 main:574] : INFO : Epoch 1706 | loss: 0.0311126 | val_loss: 0.0311606 | Time: 6210.91 ms
[2022-04-25 18:18:52 main:574] : INFO : Epoch 1707 | loss: 0.0311218 | val_loss: 0.0311635 | Time: 6210.88 ms
[2022-04-25 18:18:59 main:574] : INFO : Epoch 1708 | loss: 0.0311251 | val_loss: 0.031157 | Time: 6008.64 ms
[2022-04-25 18:19:05 main:574] : INFO : Epoch 1709 | loss: 0.0311315 | val_loss: 0.0311569 | Time: 6066.6 ms
[2022-04-25 18:19:12 main:574] : INFO : Epoch 1710 | loss: 0.03113 | val_loss: 0.0311519 | Time: 6160.04 ms
[2022-04-25 18:19:19 main:574] : INFO : Epoch 1711 | loss: 0.0311261 | val_loss: 0.0311659 | Time: 6182.01 ms
[2022-04-25 18:19:26 main:574] : INFO : Epoch 1712 | loss: 0.0311289 | val_loss: 0.0311566 | Time: 6203.25 ms
[2022-04-25 18:19:33 main:574] : INFO : Epoch 1713 | loss: 0.0311242 | val_loss: 0.0311581 | Time: 6155.18 ms
[2022-04-25 18:19:39 main:574] : INFO : Epoch 1714 | loss: 0.0311207 | val_loss: 0.0311578 | Time: 6129.31 ms
[2022-04-25 18:19:45 main:574] : INFO : Epoch 1715 | loss: 0.0311211 | val_loss: 0.0311629 | Time: 6082.51 ms
[2022-04-25 18:19:52 main:574] : INFO : Epoch 1716 | loss: 0.0311186 | val_loss: 0.0311563 | Time: 6222 ms
[2022-04-25 18:19:59 main:574] : INFO : Epoch 1717 | loss: 0.0311207 | val_loss: 0.0311625 | Time: 6185.85 ms
[2022-04-25 18:20:05 main:574] : INFO : Epoch 1718 | loss: 0.0311195 | val_loss: 0.0311651 | Time: 5935.39 ms
[2022-04-25 18:20:12 main:574] : INFO : Epoch 1719 | loss: 0.0311209 | val_loss: 0.0311638 | Time: 5928.68 ms
[2022-04-25 18:20:18 main:574] : INFO : Epoch 1720 | loss: 0.0311201 | val_loss: 0.0311576 | Time: 5981.83 ms
[2022-04-25 18:20:25 main:574] : INFO : Epoch 1721 | loss: 0.0311174 | val_loss: 0.0311672 | Time: 6141.61 ms
[2022-04-25 18:20:32 main:574] : INFO : Epoch 1722 | loss: 0.0311186 | val_loss: 0.0311564 | Time: 5931.94 ms
[2022-04-25 18:20:38 main:574] : INFO : Epoch 1723 | loss: 0.0311137 | val_loss: 0.0311584 | Time: 5919.68 ms
[2022-04-25 18:20:45 main:574] : INFO : Epoch 1724 | loss: 0.0311141 | val_loss: 0.0311611 | Time: 6077.64 ms
[2022-04-25 18:20:52 main:574] : INFO : Epoch 1725 | loss: 0.0311148 | val_loss: 0.0311632 | Time: 6297.49 ms
[2022-04-25 18:20:58 main:574] : INFO : Epoch 1726 | loss: 0.0311125 | val_loss: 0.0311592 | Time: 6258.72 ms
[2022-04-25 18:21:05 main:574] : INFO : Epoch 1727 | loss: 0.0311118 | val_loss: 0.0311591 | Time: 6048.13 ms
[2022-04-25 18:21:10 main:574] : INFO : Epoch 1728 | loss: 0.0311113 | val_loss: 0.0311613 | Time: 4434.65 ms
[2022-04-25 18:21:16 main:574] : INFO : Epoch 1729 | loss: 0.0311135 | val_loss: 0.0311554 | Time: 6026.69 ms
[2022-04-25 18:21:25 main:574] : INFO : Epoch 1730 | loss: 0.0311129 | val_loss: 0.0311644 | Time: 6125.03 ms
[2022-04-25 18:21:30 main:574] : INFO : Epoch 1731 | loss: 0.0311094 | val_loss: 0.0311599 | Time: 5730.54 ms
[2022-04-25 18:21:37 main:574] : INFO : Epoch 1732 | loss: 0.0311122 | val_loss: 0.0311582 | Time: 5861.28 ms
[2022-04-25 18:21:43 main:574] : INFO : Epoch 1733 | loss: 0.0311098 | val_loss: 0.0311612 | Time: 6152.96 ms
[2022-04-25 18:21:49 main:574] : INFO : Epoch 1734 | loss: 0.0311133 | val_loss: 0.0311624 | Time: 6018.9 ms
[2022-04-25 18:21:55 main:574] : INFO : Epoch 1735 | loss: 0.0311191 | val_loss: 0.0311636 | Time: 5890.4 ms
[2022-04-25 18:22:03 main:574] : INFO : Epoch 1736 | loss: 0.0311132 | val_loss: 0.0311652 | Time: 6227.71 ms
[2022-04-25 18:22:09 main:574] : INFO : Epoch 1737 | loss: 0.0311126 | val_loss: 0.0311571 | Time: 6111.26 ms
[2022-04-25 18:22:16 main:574] : INFO : Epoch 1738 | loss: 0.0311199 | val_loss: 0.0311574 | Time: 6232.98 ms
[2022-04-25 18:22:23 main:574] : INFO : Epoch 1739 | loss: 0.0311142 | val_loss: 0.0311584 | Time: 6073.11 ms
[2022-04-25 18:22:29 main:574] : INFO : Epoch 1740 | loss: 0.0311137 | val_loss: 0.0311681 | Time: 6362.58 ms
[2022-04-25 18:22:36 main:574] : INFO : Epoch 1741 | loss: 0.0311119 | val_loss: 0.0311623 | Time: 6050.17 ms
[2022-04-25 18:22:43 main:574] : INFO : Epoch 1742 | loss: 0.0311136 | val_loss: 0.0311629 | Time: 5935.96 ms
[2022-04-25 18:22:49 main:574] : INFO : Epoch 1743 | loss: 0.03112 | val_loss: 0.0311621 | Time: 5940.48 ms
[2022-04-25 18:22:57 main:574] : INFO : Epoch 1744 | loss: 0.0311188 | val_loss: 0.0311631 | Time: 6069.5 ms
[2022-04-25 18:23:04 main:574] : INFO : Epoch 1745 | loss: 0.0311247 | val_loss: 0.0311581 | Time: 6072.14 ms
[2022-04-25 18:23:11 main:574] : INFO : Epoch 1746 | loss: 0.0311249 | val_loss: 0.0311594 | Time: 6233.83 ms
[2022-04-25 18:23:19 main:574] : INFO : Epoch 1747 | loss: 0.031128 | val_loss: 0.031159 | Time: 6214.31 ms
[2022-04-25 18:23:25 main:574] : INFO : Epoch 1748 | loss: 0.0311247 | val_loss: 0.0311556 | Time: 6154.43 ms
[2022-04-25 18:23:31 main:574] : INFO : Epoch 1749 | loss: 0.0311243 | val_loss: 0.0311503 | Time: 6093.98 ms
[2022-04-25 18:23:38 main:574] : INFO : Epoch 1750 | loss: 0.0311283 | val_loss: 0.0311582 | Time: 6023.17 ms
[2022-04-25 18:23:45 main:574] : INFO : Epoch 1751 | loss: 0.0311269 | val_loss: 0.0311588 | Time: 6184.83 ms
[2022-04-25 18:23:52 main:574] : INFO : Epoch 1752 | loss: 0.0311268 | val_loss: 0.0311602 | Time: 6258.61 ms
[2022-04-25 18:23:59 main:574] : INFO : Epoch 1753 | loss: 0.0311274 | val_loss: 0.0311521 | Time: 6021.22 ms
[2022-04-25 18:24:05 main:574] : INFO : Epoch 1754 | loss: 0.0311276 | val_loss: 0.0311532 | Time: 6019.1 ms
[2022-04-25 18:24:12 main:574] : INFO : Epoch 1755 | loss: 0.0311278 | val_loss: 0.0311564 | Time: 6102.93 ms
[2022-04-25 18:24:18 main:574] : INFO : Epoch 1756 | loss: 0.0311278 | val_loss: 0.031169 | Time: 6160.17 ms
[2022-04-25 18:24:26 main:574] : INFO : Epoch 1757 | loss: 0.0311319 | val_loss: 0.0311635 | Time: 6195.28 ms
[2022-04-25 18:24:33 main:574] : INFO : Epoch 1758 | loss: 0.0311311 | val_loss: 0.0311625 | Time: 5983.03 ms
[2022-04-25 18:24:39 main:574] : INFO : Epoch 1759 | loss: 0.0311291 | val_loss: 0.0311592 | Time: 6091.18 ms
[2022-04-25 18:24:46 main:574] : INFO : Epoch 1760 | loss: 0.0311288 | val_loss: 0.0311543 | Time: 6056.5 ms
[2022-04-25 18:24:53 main:574] : INFO : Epoch 1761 | loss: 0.0311335 | val_loss: 0.0311544 | Time: 6116.38 ms
[2022-04-25 18:25:00 main:574] : INFO : Epoch 1762 | loss: 0.0311332 | val_loss: 0.0311537 | Time: 6255.62 ms
[2022-04-25 18:25:07 main:574] : INFO : Epoch 1763 | loss: 0.0311296 | val_loss: 0.0311535 | Time: 6195.59 ms
[2022-04-25 18:25:15 main:574] : INFO : Epoch 1764 | loss: 0.0311258 | val_loss: 0.0311507 | Time: 5865.24 ms
[2022-04-25 18:25:22 main:574] : INFO : Epoch 1765 | loss: 0.0311232 | val_loss: 0.0311562 | Time: 5932.52 ms
[2022-04-25 18:25:29 main:574] : INFO : Epoch 1766 | loss: 0.0311223 | val_loss: 0.0311529 | Time: 6086.83 ms
[2022-04-25 18:25:35 main:574] : INFO : Epoch 1767 | loss: 0.0311223 | val_loss: 0.0311582 | Time: 6109.7 ms
[2022-04-25 18:25:43 main:574] : INFO : Epoch 1768 | loss: 0.031134 | val_loss: 0.0311693 | Time: 6013.08 ms
[2022-04-25 18:25:50 main:574] : INFO : Epoch 1769 | loss: 0.0311296 | val_loss: 0.0311636 | Time: 6190.8 ms
[2022-04-25 18:25:56 main:574] : INFO : Epoch 1770 | loss: 0.0311319 | val_loss: 0.0311562 | Time: 6080.21 ms
[2022-04-25 18:26:02 main:574] : INFO : Epoch 1771 | loss: 0.031128 | val_loss: 0.0311566 | Time: 5840.04 ms
[2022-04-25 18:26:09 main:574] : INFO : Epoch 1772 | loss: 0.0311253 | val_loss: 0.0311568 | Time: 6013.3 ms
[2022-04-25 18:26:15 main:574] : INFO : Epoch 1773 | loss: 0.031123 | val_loss: 0.0311625 | Time: 6202.08 ms
[2022-04-25 18:26:22 main:574] : INFO : Epoch 1774 | loss: 0.0311224 | val_loss: 0.0311577 | Time: 6100.45 ms
[2022-04-25 18:26:28 main:574] : INFO : Epoch 1775 | loss: 0.0311197 | val_loss: 0.0311614 | Time: 6079.23 ms
[2022-04-25 18:26:34 main:574] : INFO : Epoch 1776 | loss: 0.0311203 | val_loss: 0.0311543 | Time: 5739.21 ms
[2022-04-25 18:26:41 main:574] : INFO : Epoch 1777 | loss: 0.0311206 | val_loss: 0.031155 | Time: 6165.73 ms
[2022-04-25 18:26:47 main:574] : INFO : Epoch 1778 | loss: 0.0311241 | val_loss: 0.0311605 | Time: 5861.22 ms
[2022-04-25 18:26:55 main:574] : INFO : Epoch 1779 | loss: 0.0311224 | val_loss: 0.0311564 | Time: 5997.76 ms
[2022-04-25 18:27:01 main:574] : INFO : Epoch 1780 | loss: 0.0311236 | val_loss: 0.0311554 | Time: 6024.61 ms
[2022-04-25 18:27:08 main:574] : INFO : Epoch 1781 | loss: 0.0311229 | val_loss: 0.0311531 | Time: 6120.29 ms
[2022-04-25 18:27:15 main:574] : INFO : Epoch 1782 | loss: 0.0311244 | val_loss: 0.0311512 | Time: 6107.25 ms
[2022-04-25 18:27:22 main:574] : INFO : Epoch 1783 | loss: 0.0311259 | val_loss: 0.031154 | Time: 6187.81 ms
[2022-04-25 18:27:29 main:574] : INFO : Epoch 1784 | loss: 0.0311265 | val_loss: 0.0311546 | Time: 6124.79 ms
[2022-04-25 18:27:35 main:574] : INFO : Epoch 1785 | loss: 0.0311248 | val_loss: 0.0311551 | Time: 6053.41 ms
[2022-04-25 18:27:41 main:574] : INFO : Epoch 1786 | loss: 0.0311239 | val_loss: 0.0311506 | Time: 6082.92 ms
[2022-04-25 18:27:48 main:574] : INFO : Epoch 1787 | loss: 0.0311246 | val_loss: 0.0311598 | Time: 6210.11 ms
[2022-04-25 18:27:54 main:574] : INFO : Epoch 1788 | loss: 0.0311354 | val_loss: 0.031157 | Time: 6043.51 ms
[2022-04-25 18:28:00 main:574] : INFO : Epoch 1789 | loss: 0.0311404 | val_loss: 0.0311598 | Time: 6028.55 ms
[2022-04-25 18:28:07 main:574] : INFO : Epoch 1790 | loss: 0.031143 | val_loss: 0.0311653 | Time: 6150.48 ms
[2022-04-25 18:28:14 main:574] : INFO : Epoch 1791 | loss: 0.0311431 | val_loss: 0.0311576 | Time: 6134.68 ms
[2022-04-25 18:28:20 main:574] : INFO : Epoch 1792 | loss: 0.0311436 | val_loss: 0.0311544 | Time: 6057.04 ms
[2022-04-25 18:28:28 main:574] : INFO : Epoch 1793 | loss: 0.0311397 | val_loss: 0.0311534 | Time: 6104.33 ms
[2022-04-25 18:28:35 main:574] : INFO : Epoch 1794 | loss: 0.0311374 | val_loss: 0.031157 | Time: 6044.36 ms
[2022-04-25 18:28:41 main:574] : INFO : Epoch 1795 | loss: 0.0311374 | val_loss: 0.031162 | Time: 6101.8 ms
[2022-04-25 18:28:47 main:574] : INFO : Epoch 1796 | loss: 0.0311378 | val_loss: 0.0311553 | Time: 6158.39 ms
[2022-04-25 18:28:53 main:574] : INFO : Epoch 1797 | loss: 0.0311366 | val_loss: 0.0311527 | Time: 5975.26 ms
[2022-04-25 18:29:00 main:574] : INFO : Epoch 1798 | loss: 0.0311339 | val_loss: 0.0311525 | Time: 6137.81 ms
[2022-04-25 18:29:07 main:574] : INFO : Epoch 1799 | loss: 0.0311342 | val_loss: 0.0311506 | Time: 6140.84 ms
[2022-04-25 18:29:13 main:574] : INFO : Epoch 1800 | loss: 0.031132 | val_loss: 0.0311535 | Time: 6162.09 ms
[2022-04-25 18:29:20 main:574] : INFO : Epoch 1801 | loss: 0.0311352 | val_loss: 0.0311566 | Time: 6074.47 ms
[2022-04-25 18:29:26 main:574] : INFO : Epoch 1802 | loss: 0.0311352 | val_loss: 0.0311514 | Time: 5894.43 ms
[2022-04-25 18:29:32 main:574] : INFO : Epoch 1803 | loss: 0.0311396 | val_loss: 0.0311566 | Time: 6046.86 ms
[2022-04-25 18:29:40 main:574] : INFO : Epoch 1804 | loss: 0.0311416 | val_loss: 0.0311538 | Time: 6161.39 ms
[2022-04-25 18:29:46 main:574] : INFO : Epoch 1805 | loss: 0.0311373 | val_loss: 0.0311538 | Time: 5894.91 ms
[2022-04-25 18:29:52 main:574] : INFO : Epoch 1806 | loss: 0.0311407 | val_loss: 0.0311637 | Time: 5764.82 ms
[2022-04-25 18:29:59 main:574] : INFO : Epoch 1807 | loss: 0.0311418 | val_loss: 0.0311609 | Time: 6004.09 ms
[2022-04-25 18:30:06 main:574] : INFO : Epoch 1808 | loss: 0.0311467 | val_loss: 0.031157 | Time: 6142.25 ms
[2022-04-25 18:30:12 main:574] : INFO : Epoch 1809 | loss: 0.0311515 | val_loss: 0.0311577 | Time: 6168.56 ms
[2022-04-25 18:30:18 main:574] : INFO : Epoch 1810 | loss: 0.0311521 | val_loss: 0.031156 | Time: 6037.95 ms
[2022-04-25 18:30:26 main:574] : INFO : Epoch 1811 | loss: 0.0311549 | val_loss: 0.0311571 | Time: 6019.43 ms
[2022-04-25 18:30:32 main:574] : INFO : Epoch 1812 | loss: 0.0311538 | val_loss: 0.0311586 | Time: 6043.88 ms
[2022-04-25 18:30:39 main:574] : INFO : Epoch 1813 | loss: 0.031163 | val_loss: 0.0311762 | Time: 6129.87 ms
[2022-04-25 18:30:46 main:574] : INFO : Epoch 1814 | loss: 0.0311715 | val_loss: 0.03117 | Time: 6181.71 ms
[2022-04-25 18:30:53 main:574] : INFO : Epoch 1815 | loss: 0.0311691 | val_loss: 0.0311691 | Time: 6150.47 ms
[2022-04-25 18:30:59 main:574] : INFO : Epoch 1816 | loss: 0.0311659 | val_loss: 0.0311676 | Time: 5942.47 ms
[2022-04-25 18:31:05 main:574] : INFO : Epoch 1817 | loss: 0.0311642 | val_loss: 0.0311652 | Time: 6288.42 ms
[2022-04-25 18:31:12 main:574] : INFO : Epoch 1818 | loss: 0.0311627 | val_loss: 0.0311644 | Time: 6103.54 ms
[2022-04-25 18:31:18 main:574] : INFO : Epoch 1819 | loss: 0.0311605 | val_loss: 0.0311648 | Time: 6034.46 ms
[2022-04-25 18:31:25 main:574] : INFO : Epoch 1820 | loss: 0.03116 | val_loss: 0.0311615 | Time: 6131.45 ms
[2022-04-25 18:31:31 main:574] : INFO : Epoch 1821 | loss: 0.0311601 | val_loss: 0.0311624 | Time: 6113.87 ms
[2022-04-25 18:31:38 main:574] : INFO : Epoch 1822 | loss: 0.0311583 | val_loss: 0.0311606 | Time: 6169.37 ms
[2022-04-25 18:31:45 main:574] : INFO : Epoch 1823 | loss: 0.0311593 | val_loss: 0.0311616 | Time: 6118.52 ms
[2022-04-25 18:31:51 main:574] : INFO : Epoch 1824 | loss: 0.0311586 | val_loss: 0.0311667 | Time: 6086.79 ms
[2022-04-25 18:31:57 main:574] : INFO : Epoch 1825 | loss: 0.0311593 | val_loss: 0.0311624 | Time: 6198.54 ms
[2022-04-25 18:32:04 main:574] : INFO : Epoch 1826 | loss: 0.0311596 | val_loss: 0.0311622 | Time: 6233.4 ms
[2022-04-25 18:32:10 main:574] : INFO : Epoch 1827 | loss: 0.0311579 | val_loss: 0.0311612 | Time: 6137.36 ms
[2022-04-25 18:32:16 main:574] : INFO : Epoch 1828 | loss: 0.0311588 | val_loss: 0.0311598 | Time: 6058.74 ms
[2022-04-25 18:32:22 main:574] : INFO : Epoch 1829 | loss: 0.0311579 | val_loss: 0.0311601 | Time: 6200.95 ms
[2022-04-25 18:32:29 main:574] : INFO : Epoch 1830 | loss: 0.0311572 | val_loss: 0.0311609 | Time: 6066.23 ms
[2022-04-25 18:32:36 main:574] : INFO : Epoch 1831 | loss: 0.0311553 | val_loss: 0.031159 | Time: 6103.83 ms
[2022-04-25 18:32:42 main:574] : INFO : Epoch 1832 | loss: 0.0311559 | val_loss: 0.0311583 | Time: 6138.54 ms
[2022-04-25 18:32:49 main:574] : INFO : Epoch 1833 | loss: 0.0311551 | val_loss: 0.0311615 | Time: 6096.5 ms
[2022-04-25 18:32:55 main:574] : INFO : Epoch 1834 | loss: 0.031154 | val_loss: 0.0311579 | Time: 6189.31 ms
[2022-04-25 18:33:01 main:574] : INFO : Epoch 1835 | loss: 0.0311546 | val_loss: 0.0311647 | Time: 5785.05 ms
[2022-04-25 18:33:08 main:574] : INFO : Epoch 1836 | loss: 0.0311579 | val_loss: 0.0311632 | Time: 6039.36 ms
[2022-04-25 18:33:15 main:574] : INFO : Epoch 1837 | loss: 0.0311559 | val_loss: 0.0311601 | Time: 5980.64 ms
[2022-04-25 18:33:21 main:574] : INFO : Epoch 1838 | loss: 0.0311543 | val_loss: 0.0311595 | Time: 6170.15 ms
[2022-04-25 18:33:27 main:574] : INFO : Epoch 1839 | loss: 0.0311534 | val_loss: 0.0311648 | Time: 6093.19 ms
[2022-04-25 18:33:33 main:574] : INFO : Epoch 1840 | loss: 0.0311555 | val_loss: 0.0311584 | Time: 6084.28 ms
[2022-04-25 18:33:40 main:574] : INFO : Epoch 1841 | loss: 0.0311576 | val_loss: 0.0311658 | Time: 6169.28 ms
[2022-04-25 18:33:45 main:574] : INFO : Epoch 1842 | loss: 0.0311669 | val_loss: 0.0311717 | Time: 5669.59 ms
[2022-04-25 18:33:52 main:574] : INFO : Epoch 1843 | loss: 0.0311628 | val_loss: 0.0311676 | Time: 5834.29 ms
[2022-04-25 18:33:59 main:574] : INFO : Epoch 1844 | loss: 0.0311591 | val_loss: 0.0311643 | Time: 6114.51 ms
[2022-04-25 18:34:05 main:574] : INFO : Epoch 1845 | loss: 0.0311562 | val_loss: 0.03116 | Time: 5770.83 ms
[2022-04-25 18:34:12 main:574] : INFO : Epoch 1846 | loss: 0.0311546 | val_loss: 0.0311601 | Time: 6005.9 ms
[2022-04-25 18:34:18 main:574] : INFO : Epoch 1847 | loss: 0.0311544 | val_loss: 0.0311615 | Time: 6037.76 ms
[2022-04-25 18:34:24 main:574] : INFO : Epoch 1848 | loss: 0.031157 | val_loss: 0.0311628 | Time: 6146.48 ms
[2022-04-25 18:34:30 main:574] : INFO : Epoch 1849 | loss: 0.0311556 | val_loss: 0.0311608 | Time: 6218 ms
[2022-04-25 18:34:36 main:574] : INFO : Epoch 1850 | loss: 0.031155 | val_loss: 0.0311597 | Time: 6149.34 ms
[2022-04-25 18:34:43 main:574] : INFO : Epoch 1851 | loss: 0.0311537 | val_loss: 0.0311595 | Time: 5730.21 ms
[2022-04-25 18:34:50 main:574] : INFO : Epoch 1852 | loss: 0.0311521 | val_loss: 0.0311587 | Time: 5903.63 ms
[2022-04-25 18:34:56 main:574] : INFO : Epoch 1853 | loss: 0.0311511 | val_loss: 0.0311594 | Time: 5714.12 ms
[2022-04-25 18:35:03 main:574] : INFO : Epoch 1854 | loss: 0.0311503 | val_loss: 0.0311571 | Time: 5885.12 ms
[2022-04-25 18:35:09 main:574] : INFO : Epoch 1855 | loss: 0.0311493 | val_loss: 0.0311594 | Time: 6066.07 ms
[2022-04-25 18:35:16 main:574] : INFO : Epoch 1856 | loss: 0.0311492 | val_loss: 0.0311594 | Time: 6198.84 ms
[2022-04-25 18:35:21 main:574] : INFO : Epoch 1857 | loss: 0.0311485 | val_loss: 0.0311578 | Time: 4808.43 ms
[2022-04-25 18:35:28 main:574] : INFO : Epoch 1858 | loss: 0.0311489 | val_loss: 0.0311564 | Time: 5921.09 ms
[2022-04-25 18:35:34 main:574] : INFO : Epoch 1859 | loss: 0.0311528 | val_loss: 0.0311565 | Time: 5990.17 ms
[2022-04-25 18:35:40 main:574] : INFO : Epoch 1860 | loss: 0.0311508 | val_loss: 0.031159 | Time: 5855.58 ms
[2022-04-25 18:35:47 main:574] : INFO : Epoch 1861 | loss: 0.0311497 | val_loss: 0.0311597 | Time: 6227.32 ms
[2022-04-25 18:35:53 main:574] : INFO : Epoch 1862 | loss: 0.0311493 | val_loss: 0.0311586 | Time: 5938.19 ms
[2022-04-25 18:36:00 main:574] : INFO : Epoch 1863 | loss: 0.0311532 | val_loss: 0.0311559 | Time: 6043.85 ms
[2022-04-25 18:36:06 main:574] : INFO : Epoch 1864 | loss: 0.0311531 | val_loss: 0.0311586 | Time: 6073.07 ms
[2022-04-25 18:36:12 main:574] : INFO : Epoch 1865 | loss: 0.0311496 | val_loss: 0.0311574 | Time: 6221.6 ms
[2022-04-25 18:36:19 main:574] : INFO : Epoch 1866 | loss: 0.0311501 | val_loss: 0.0311578 | Time: 6149.89 ms
[2022-04-25 18:36:26 main:574] : INFO : Epoch 1867 | loss: 0.0311484 | val_loss: 0.031156 | Time: 6208.24 ms
[2022-04-25 18:36:32 main:574] : INFO : Epoch 1868 | loss: 0.0311477 | val_loss: 0.0311559 | Time: 6017.33 ms
[2022-04-25 18:36:39 main:574] : INFO : Epoch 1869 | loss: 0.03115 | val_loss: 0.0311543 | Time: 6122.82 ms
[2022-04-25 18:36:46 main:574] : INFO : Epoch 1870 | loss: 0.0311501 | val_loss: 0.0311589 | Time: 6212.43 ms
[2022-04-25 18:36:52 main:574] : INFO : Epoch 1871 | loss: 0.0311506 | val_loss: 0.0311569 | Time: 6099.43 ms
[2022-04-25 18:36:59 main:574] : INFO : Epoch 1872 | loss: 0.0311485 | val_loss: 0.0311535 | Time: 6403.92 ms
[2022-04-25 18:37:06 main:574] : INFO : Epoch 1873 | loss: 0.0311459 | val_loss: 0.0311511 | Time: 6045.69 ms
[2022-04-25 18:37:12 main:574] : INFO : Epoch 1874 | loss: 0.0311436 | val_loss: 0.0311507 | Time: 6150.56 ms
[2022-04-25 18:37:18 main:574] : INFO : Epoch 1875 | loss: 0.031143 | val_loss: 0.0311543 | Time: 6138.32 ms
[2022-04-25 18:37:25 main:574] : INFO : Epoch 1876 | loss: 0.0311435 | val_loss: 0.0311534 | Time: 6017.8 ms
[2022-04-25 18:37:31 main:574] : INFO : Epoch 1877 | loss: 0.0311429 | val_loss: 0.0311503 | Time: 5992.48 ms
[2022-04-25 18:37:37 main:574] : INFO : Epoch 1878 | loss: 0.0311448 | val_loss: 0.031155 | Time: 6176.04 ms
[2022-04-25 18:37:43 main:574] : INFO : Epoch 1879 | loss: 0.0311537 | val_loss: 0.0311662 | Time: 6013.66 ms
[2022-04-25 18:37:49 main:574] : INFO : Epoch 1880 | loss: 0.0311468 | val_loss: 0.0311558 | Time: 6100.53 ms
[2022-04-25 18:37:56 main:574] : INFO : Epoch 1881 | loss: 0.0311441 | val_loss: 0.0311516 | Time: 6136.99 ms
[2022-04-25 18:38:04 main:574] : INFO : Epoch 1882 | loss: 0.0311404 | val_loss: 0.0311529 | Time: 6294.24 ms
[2022-04-25 18:38:10 main:574] : INFO : Epoch 1883 | loss: 0.0311414 | val_loss: 0.0311531 | Time: 6158.84 ms
[2022-04-25 18:38:16 main:574] : INFO : Epoch 1884 | loss: 0.0311411 | val_loss: 0.0311514 | Time: 5707.86 ms
[2022-04-25 18:38:23 main:574] : INFO : Epoch 1885 | loss: 0.0311412 | val_loss: 0.031151 | Time: 6039.52 ms
[2022-04-25 18:38:29 main:574] : INFO : Epoch 1886 | loss: 0.031141 | val_loss: 0.0311527 | Time: 6293.93 ms
[2022-04-25 18:38:35 main:574] : INFO : Epoch 1887 | loss: 0.0311407 | val_loss: 0.0311537 | Time: 5987.71 ms
[2022-04-25 18:38:42 main:574] : INFO : Epoch 1888 | loss: 0.0311397 | val_loss: 0.0311508 | Time: 5942.55 ms
[2022-04-25 18:38:48 main:574] : INFO : Epoch 1889 | loss: 0.0311393 | val_loss: 0.0311511 | Time: 6245.88 ms
[2022-04-25 18:38:54 main:574] : INFO : Epoch 1890 | loss: 0.0311409 | val_loss: 0.0311516 | Time: 6206.77 ms
[2022-04-25 18:39:01 main:574] : INFO : Epoch 1891 | loss: 0.0311423 | val_loss: 0.0311541 | Time: 5978.89 ms
[2022-04-25 18:39:07 main:574] : INFO : Epoch 1892 | loss: 0.0311412 | val_loss: 0.0311538 | Time: 6111.44 ms
[2022-04-25 18:39:14 main:574] : INFO : Epoch 1893 | loss: 0.031139 | val_loss: 0.0311542 | Time: 6054.65 ms
[2022-04-25 18:39:20 main:574] : INFO : Epoch 1894 | loss: 0.0311385 | val_loss: 0.0311534 | Time: 6174.29 ms
[2022-04-25 18:39:28 main:574] : INFO : Epoch 1895 | loss: 0.0311394 | val_loss: 0.0311527 | Time: 6269.46 ms
[2022-04-25 18:39:34 main:574] : INFO : Epoch 1896 | loss: 0.031139 | val_loss: 0.0311548 | Time: 6081.5 ms
[2022-04-25 18:39:40 main:574] : INFO : Epoch 1897 | loss: 0.0311416 | val_loss: 0.0311529 | Time: 6068.89 ms
[2022-04-25 18:39:47 main:574] : INFO : Epoch 1898 | loss: 0.0311431 | val_loss: 0.0311505 | Time: 6220.68 ms
[2022-04-25 18:39:53 main:574] : INFO : Epoch 1899 | loss: 0.0311429 | val_loss: 0.031161 | Time: 6028.97 ms
[2022-04-25 18:39:59 main:574] : INFO : Epoch 1900 | loss: 0.0311462 | val_loss: 0.0311562 | Time: 6186.46 ms
[2022-04-25 18:40:05 main:574] : INFO : Epoch 1901 | loss: 0.0311481 | val_loss: 0.0311547 | Time: 5958.34 ms
[2022-04-25 18:40:12 main:574] : INFO : Epoch 1902 | loss: 0.0311465 | val_loss: 0.0311559 | Time: 6112.34 ms
[2022-04-25 18:40:19 main:574] : INFO : Epoch 1903 | loss: 0.0311463 | val_loss: 0.0311531 | Time: 5967.3 ms
[2022-04-25 18:40:25 main:574] : INFO : Epoch 1904 | loss: 0.0311447 | val_loss: 0.0311554 | Time: 6071.01 ms
[2022-04-25 18:40:32 main:574] : INFO : Epoch 1905 | loss: 0.031146 | val_loss: 0.03116 | Time: 5974.25 ms
[2022-04-25 18:40:38 main:574] : INFO : Epoch 1906 | loss: 0.0311468 | val_loss: 0.0311548 | Time: 6197.19 ms
[2022-04-25 18:40:45 main:574] : INFO : Epoch 1907 | loss: 0.0311445 | val_loss: 0.0311547 | Time: 6237.43 ms
[2022-04-25 18:40:51 main:574] : INFO : Epoch 1908 | loss: 0.0311456 | val_loss: 0.0311621 | Time: 6021.37 ms
[2022-04-25 18:40:58 main:574] : INFO : Epoch 1909 | loss: 0.0311455 | val_loss: 0.031156 | Time: 6152.04 ms
[2022-04-25 18:41:04 main:574] : INFO : Epoch 1910 | loss: 0.0311659 | val_loss: 0.0311666 | Time: 5885.61 ms
[2022-04-25 18:41:10 main:574] : INFO : Epoch 1911 | loss: 0.0311644 | val_loss: 0.0311634 | Time: 6118.69 ms
[2022-04-25 18:41:16 main:574] : INFO : Epoch 1912 | loss: 0.0311597 | val_loss: 0.0311644 | Time: 6042.4 ms
[2022-04-25 18:41:23 main:574] : INFO : Epoch 1913 | loss: 0.0311572 | val_loss: 0.031161 | Time: 5992.04 ms
[2022-04-25 18:41:29 main:574] : INFO : Epoch 1914 | loss: 0.0311561 | val_loss: 0.0311588 | Time: 6197.98 ms
[2022-04-25 18:41:35 main:574] : INFO : Epoch 1915 | loss: 0.0311545 | val_loss: 0.0311594 | Time: 6068.69 ms
[2022-04-25 18:41:42 main:574] : INFO : Epoch 1916 | loss: 0.0311553 | val_loss: 0.0311577 | Time: 6012.7 ms
[2022-04-25 18:41:48 main:574] : INFO : Epoch 1917 | loss: 0.0311551 | val_loss: 0.0311583 | Time: 6482.84 ms
[2022-04-25 18:41:55 main:574] : INFO : Epoch 1918 | loss: 0.03115 | val_loss: 0.0311561 | Time: 6188.11 ms
[2022-04-25 18:42:01 main:574] : INFO : Epoch 1919 | loss: 0.0311505 | val_loss: 0.0311588 | Time: 6120.61 ms
[2022-04-25 18:42:07 main:574] : INFO : Epoch 1920 | loss: 0.0311488 | val_loss: 0.0311555 | Time: 6056.17 ms
[2022-04-25 18:42:14 main:574] : INFO : Epoch 1921 | loss: 0.0311489 | val_loss: 0.0311586 | Time: 6137.09 ms
[2022-04-25 18:42:22 main:574] : INFO : Epoch 1922 | loss: 0.0311521 | val_loss: 0.0311569 | Time: 6200.05 ms
[2022-04-25 18:42:29 main:574] : INFO : Epoch 1923 | loss: 0.0311596 | val_loss: 0.0311625 | Time: 6250.56 ms
[2022-04-25 18:42:37 main:574] : INFO : Epoch 1924 | loss: 0.0311525 | val_loss: 0.03116 | Time: 7188.03 ms
[2022-04-25 18:42:44 main:574] : INFO : Epoch 1925 | loss: 0.0311472 | val_loss: 0.0311584 | Time: 6010.33 ms
[2022-04-25 18:42:51 main:574] : INFO : Epoch 1926 | loss: 0.0311476 | val_loss: 0.0311576 | Time: 6073.05 ms
[2022-04-25 18:42:57 main:574] : INFO : Epoch 1927 | loss: 0.0311476 | val_loss: 0.0311557 | Time: 6112.53 ms
[2022-04-25 18:43:04 main:574] : INFO : Epoch 1928 | loss: 0.0311455 | val_loss: 0.0311587 | Time: 5822.81 ms
[2022-04-25 18:43:10 main:574] : INFO : Epoch 1929 | loss: 0.031145 | val_loss: 0.0311552 | Time: 5849.4 ms
[2022-04-25 18:43:16 main:574] : INFO : Epoch 1930 | loss: 0.031145 | val_loss: 0.0311586 | Time: 6101.09 ms
[2022-04-25 18:43:23 main:574] : INFO : Epoch 1931 | loss: 0.0311446 | val_loss: 0.0311551 | Time: 6018.79 ms
[2022-04-25 18:43:30 main:574] : INFO : Epoch 1932 | loss: 0.0311467 | val_loss: 0.0311563 | Time: 6090.76 ms
[2022-04-25 18:43:36 main:574] : INFO : Epoch 1933 | loss: 0.0311486 | val_loss: 0.0311625 | Time: 6159.14 ms
[2022-04-25 18:43:42 main:574] : INFO : Epoch 1934 | loss: 0.0311453 | val_loss: 0.0311532 | Time: 6075.46 ms
[2022-04-25 18:43:48 main:574] : INFO : Epoch 1935 | loss: 0.0311479 | val_loss: 0.0311534 | Time: 6044.1 ms
[2022-04-25 18:43:55 main:574] : INFO : Epoch 1936 | loss: 0.0311486 | val_loss: 0.0311542 | Time: 6203.21 ms
[2022-04-25 18:44:02 main:574] : INFO : Epoch 1937 | loss: 0.0311489 | val_loss: 0.0311525 | Time: 6219.05 ms
[2022-04-25 18:44:08 main:574] : INFO : Epoch 1938 | loss: 0.031147 | val_loss: 0.0311543 | Time: 6105.35 ms
[2022-04-25 18:44:14 main:574] : INFO : Epoch 1939 | loss: 0.0311479 | val_loss: 0.0311537 | Time: 6101.39 ms
[2022-04-25 18:44:21 main:574] : INFO : Epoch 1940 | loss: 0.0311506 | val_loss: 0.0311537 | Time: 6119.18 ms
[2022-04-25 18:44:27 main:574] : INFO : Epoch 1941 | loss: 0.0311481 | val_loss: 0.031152 | Time: 6011.72 ms
[2022-04-25 18:44:34 main:574] : INFO : Epoch 1942 | loss: 0.0311459 | val_loss: 0.0311539 | Time: 6013.38 ms
[2022-04-25 18:44:40 main:574] : INFO : Epoch 1943 | loss: 0.0311462 | val_loss: 0.0311557 | Time: 5870.4 ms
[2022-04-25 18:44:47 main:574] : INFO : Epoch 1944 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 6234.28 ms
[2022-04-25 18:44:53 main:574] : INFO : Epoch 1945 | loss: 0.0311454 | val_loss: 0.031154 | Time: 6046.52 ms
[2022-04-25 18:44:59 main:574] : INFO : Epoch 1946 | loss: 0.0311426 | val_loss: 0.0311537 | Time: 5680.01 ms
[2022-04-25 18:45:05 main:574] : INFO : Epoch 1947 | loss: 0.0311443 | val_loss: 0.031151 | Time: 5856.85 ms
[2022-04-25 18:45:12 main:574] : INFO : Epoch 1948 | loss: 0.0311443 | val_loss: 0.0311552 | Time: 6170.15 ms
[2022-04-25 18:45:19 main:574] : INFO : Epoch 1949 | loss: 0.0311702 | val_loss: 0.0311786 | Time: 6184.8 ms
[2022-04-25 18:45:29 main:574] : INFO : Epoch 1950 | loss: 0.0311753 | val_loss: 0.0311774 | Time: 6293.46 ms
[2022-04-25 18:45:35 main:574] : INFO : Epoch 1951 | loss: 0.0311737 | val_loss: 0.0311726 | Time: 6229.47 ms
[2022-04-25 18:45:41 main:574] : INFO : Epoch 1952 | loss: 0.0311713 | val_loss: 0.0311718 | Time: 6066.35 ms
[2022-04-25 18:45:48 main:574] : INFO : Epoch 1953 | loss: 0.0311689 | val_loss: 0.0311703 | Time: 6052.89 ms
[2022-04-25 18:45:54 main:574] : INFO : Epoch 1954 | loss: 0.0311664 | val_loss: 0.0311694 | Time: 6145.38 ms
[2022-04-25 18:46:00 main:574] : INFO : Epoch 1955 | loss: 0.0311655 | val_loss: 0.0311679 | Time: 6321.83 ms
[2022-04-25 18:46:07 main:574] : INFO : Epoch 1956 | loss: 0.0311639 | val_loss: 0.0311692 | Time: 5995.52 ms
[2022-04-25 18:46:14 main:574] : INFO : Epoch 1957 | loss: 0.0311634 | val_loss: 0.0311679 | Time: 6195.94 ms
[2022-04-25 18:46:21 main:574] : INFO : Epoch 1958 | loss: 0.0311638 | val_loss: 0.0311665 | Time: 6291.99 ms
[2022-04-25 18:46:28 main:574] : INFO : Epoch 1959 | loss: 0.0311626 | val_loss: 0.0311676 | Time: 6355.94 ms
[2022-04-25 18:46:34 main:574] : INFO : Epoch 1960 | loss: 0.0311657 | val_loss: 0.0311705 | Time: 6137.91 ms
[2022-04-25 18:46:40 main:574] : INFO : Epoch 1961 | loss: 0.0311623 | val_loss: 0.0311729 | Time: 6127.91 ms
[2022-04-25 18:46:47 main:574] : INFO : Epoch 1962 | loss: 0.031161 | val_loss: 0.0311659 | Time: 6001.01 ms
[2022-04-25 18:46:54 main:574] : INFO : Epoch 1963 | loss: 0.0311628 | val_loss: 0.0311775 | Time: 6259.12 ms
[2022-04-25 18:47:00 main:574] : INFO : Epoch 1964 | loss: 0.031161 | val_loss: 0.0311642 | Time: 6101.86 ms
[2022-04-25 18:47:07 main:574] : INFO : Epoch 1965 | loss: 0.0311587 | val_loss: 0.0311647 | Time: 6482.63 ms
[2022-04-25 18:47:13 main:574] : INFO : Epoch 1966 | loss: 0.0311598 | val_loss: 0.0311648 | Time: 6205.57 ms
[2022-04-25 18:47:19 main:574] : INFO : Epoch 1967 | loss: 0.0311617 | val_loss: 0.0311711 | Time: 6200.16 ms
[2022-04-25 18:47:26 main:574] : INFO : Epoch 1968 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 6009.37 ms
[2022-04-25 18:47:32 main:574] : INFO : Epoch 1969 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 6104.01 ms
[2022-04-25 18:47:39 main:574] : INFO : Epoch 1970 | loss: 0.031165 | val_loss: 0.0311701 | Time: 6023.16 ms
[2022-04-25 18:47:45 main:574] : INFO : Epoch 1971 | loss: 0.0311636 | val_loss: 0.0311749 | Time: 6139.33 ms
[2022-04-25 18:47:51 main:574] : INFO : Epoch 1972 | loss: 0.0311643 | val_loss: 0.0311708 | Time: 5992.85 ms
[2022-04-25 18:47:58 main:574] : INFO : Epoch 1973 | loss: 0.0311627 | val_loss: 0.0311666 | Time: 5926.17 ms
[2022-04-25 18:48:04 main:574] : INFO : Epoch 1974 | loss: 0.0311607 | val_loss: 0.0311662 | Time: 6127.22 ms
[2022-04-25 18:48:11 main:574] : INFO : Epoch 1975 | loss: 0.0311608 | val_loss: 0.0311658 | Time: 6218.03 ms
[2022-04-25 18:48:17 main:574] : INFO : Epoch 1976 | loss: 0.0311581 | val_loss: 0.0311638 | Time: 6112.34 ms
[2022-04-25 18:48:24 main:574] : INFO : Epoch 1977 | loss: 0.031162 | val_loss: 0.0311678 | Time: 6068.1 ms
[2022-04-25 18:48:30 main:574] : INFO : Epoch 1978 | loss: 0.0311573 | val_loss: 0.0311649 | Time: 6162.85 ms
[2022-04-25 18:48:37 main:574] : INFO : Epoch 1979 | loss: 0.0311577 | val_loss: 0.0311687 | Time: 6208.81 ms
[2022-04-25 18:48:43 main:574] : INFO : Epoch 1980 | loss: 0.0311569 | val_loss: 0.0311719 | Time: 6133.26 ms
[2022-04-25 18:48:49 main:574] : INFO : Epoch 1981 | loss: 0.031156 | val_loss: 0.0311639 | Time: 6141.03 ms
[2022-04-25 18:48:56 main:574] : INFO : Epoch 1982 | loss: 0.0311536 | val_loss: 0.0311651 | Time: 6301.83 ms
[2022-04-25 18:49:03 main:574] : INFO : Epoch 1983 | loss: 0.0311534 | val_loss: 0.0311634 | Time: 6233.86 ms
[2022-04-25 18:49:09 main:574] : INFO : Epoch 1984 | loss: 0.0311525 | val_loss: 0.0311619 | Time: 5684.12 ms
[2022-04-25 18:49:16 main:574] : INFO : Epoch 1985 | loss: 0.0311532 | val_loss: 0.0311629 | Time: 6216.41 ms
[2022-04-25 18:49:22 main:574] : INFO : Epoch 1986 | loss: 0.0311537 | val_loss: 0.0311669 | Time: 6048.91 ms
[2022-04-25 18:49:29 main:574] : INFO : Epoch 1987 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 6153.78 ms
[2022-04-25 18:49:35 main:574] : INFO : Epoch 1988 | loss: 0.0311567 | val_loss: 0.0311653 | Time: 6125.3 ms
[2022-04-25 18:49:40 main:574] : INFO : Epoch 1989 | loss: 0.0311589 | val_loss: 0.031165 | Time: 4474.48 ms
[2022-04-25 18:49:46 main:574] : INFO : Epoch 1990 | loss: 0.0311582 | val_loss: 0.0311646 | Time: 5755.48 ms
[2022-04-25 18:49:53 main:574] : INFO : Epoch 1991 | loss: 0.0311561 | val_loss: 0.0311639 | Time: 6105.16 ms
[2022-04-25 18:49:59 main:574] : INFO : Epoch 1992 | loss: 0.0311548 | val_loss: 0.0311646 | Time: 5810.76 ms
[2022-04-25 18:50:07 main:574] : INFO : Epoch 1993 | loss: 0.0311568 | val_loss: 0.0311626 | Time: 5988.31 ms
[2022-04-25 18:50:13 main:574] : INFO : Epoch 1994 | loss: 0.0311572 | val_loss: 0.0311629 | Time: 5835.03 ms
[2022-04-25 18:50:20 main:574] : INFO : Epoch 1995 | loss: 0.0311558 | val_loss: 0.0311609 | Time: 5622.55 ms
[2022-04-25 18:50:26 main:574] : INFO : Epoch 1996 | loss: 0.0311561 | val_loss: 0.0311696 | Time: 6021.85 ms
[2022-04-25 18:50:33 main:574] : INFO : Epoch 1997 | loss: 0.0311537 | val_loss: 0.0311629 | Time: 5882.51 ms
[2022-04-25 18:50:40 main:574] : INFO : Epoch 1998 | loss: 0.0311536 | val_loss: 0.0311633 | Time: 6083.38 ms
[2022-04-25 18:50:47 main:574] : INFO : Epoch 1999 | loss: 0.0311548 | val_loss: 0.0311624 | Time: 6027.98 ms
[2022-04-25 18:50:53 main:574] : INFO : Epoch 2000 | loss: 0.0311554 | val_loss: 0.031164 | Time: 6118.97 ms
[2022-04-25 18:50:59 main:574] : INFO : Epoch 2001 | loss: 0.0311543 | val_loss: 0.0311636 | Time: 5897.82 ms
[2022-04-25 18:51:06 main:574] : INFO : Epoch 2002 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 5790.47 ms
[2022-04-25 18:51:13 main:574] : INFO : Epoch 2003 | loss: 0.0311507 | val_loss: 0.0311635 | Time: 6129.24 ms
[2022-04-25 18:51:19 main:574] : INFO : Epoch 2004 | loss: 0.0311508 | val_loss: 0.0311629 | Time: 5849.42 ms
[2022-04-25 18:51:26 main:574] : INFO : Epoch 2005 | loss: 0.031153 | val_loss: 0.0311679 | Time: 6096.91 ms
[2022-04-25 18:51:32 main:574] : INFO : Epoch 2006 | loss: 0.0311535 | val_loss: 0.0311676 | Time: 6291.2 ms
[2022-04-25 18:51:38 main:574] : INFO : Epoch 2007 | loss: 0.0311518 | val_loss: 0.0311618 | Time: 6070.74 ms
[2022-04-25 18:51:44 main:574] : INFO : Epoch 2008 | loss: 0.0311509 | val_loss: 0.0311676 | Time: 6144.49 ms
[2022-04-25 18:51:51 main:574] : INFO : Epoch 2009 | loss: 0.0311508 | val_loss: 0.0311623 | Time: 6158.66 ms
[2022-04-25 18:51:57 main:574] : INFO : Epoch 2010 | loss: 0.0311492 | val_loss: 0.0311643 | Time: 6169.44 ms
[2022-04-25 18:52:03 main:574] : INFO : Epoch 2011 | loss: 0.0311528 | val_loss: 0.0311612 | Time: 6022.29 ms
[2022-04-25 18:52:10 main:574] : INFO : Epoch 2012 | loss: 0.0311507 | val_loss: 0.031167 | Time: 6145.58 ms
[2022-04-25 18:52:16 main:574] : INFO : Epoch 2013 | loss: 0.0311519 | val_loss: 0.0311633 | Time: 6201.72 ms
[2022-04-25 18:52:22 main:574] : INFO : Epoch 2014 | loss: 0.0311478 | val_loss: 0.0311689 | Time: 6093.08 ms
[2022-04-25 18:52:29 main:574] : INFO : Epoch 2015 | loss: 0.0311485 | val_loss: 0.0311616 | Time: 6188.25 ms
[2022-04-25 18:52:35 main:574] : INFO : Epoch 2016 | loss: 0.0311475 | val_loss: 0.0311623 | Time: 6103.85 ms
[2022-04-25 18:52:41 main:574] : INFO : Epoch 2017 | loss: 0.0311475 | val_loss: 0.0311671 | Time: 6196.43 ms
[2022-04-25 18:52:48 main:574] : INFO : Epoch 2018 | loss: 0.0311485 | val_loss: 0.0311631 | Time: 5967.25 ms
[2022-04-25 18:52:54 main:574] : INFO : Epoch 2019 | loss: 0.0311512 | val_loss: 0.0311643 | Time: 6095.59 ms
[2022-04-25 18:53:02 main:574] : INFO : Epoch 2020 | loss: 0.0311478 | val_loss: 0.031164 | Time: 6098.07 ms
[2022-04-25 18:53:08 main:574] : INFO : Epoch 2021 | loss: 0.0311487 | val_loss: 0.0311657 | Time: 6030.36 ms
[2022-04-25 18:53:16 main:574] : INFO : Epoch 2022 | loss: 0.0311489 | val_loss: 0.0311621 | Time: 5964.63 ms
[2022-04-25 18:53:22 main:574] : INFO : Epoch 2023 | loss: 0.0311504 | val_loss: 0.0311659 | Time: 6227.99 ms
[2022-04-25 18:53:29 main:574] : INFO : Epoch 2024 | loss: 0.0311493 | val_loss: 0.0311629 | Time: 6053.78 ms
[2022-04-25 18:53:35 main:574] : INFO : Epoch 2025 | loss: 0.0311487 | val_loss: 0.0311646 | Time: 5912.39 ms
[2022-04-25 18:53:42 main:574] : INFO : Epoch 2026 | loss: 0.0311494 | val_loss: 0.031168 | Time: 6158 ms
[2022-04-25 18:53:49 main:574] : INFO : Epoch 2027 | loss: 0.0311503 | val_loss: 0.0311639 | Time: 6202.01 ms
[2022-04-25 18:53:55 main:574] : INFO : Epoch 2028 | loss: 0.0311531 | val_loss: 0.0311715 | Time: 6149.78 ms
[2022-04-25 18:54:02 main:574] : INFO : Epoch 2029 | loss: 0.0311546 | val_loss: 0.0311611 | Time: 6118.24 ms
[2022-04-25 18:54:08 main:574] : INFO : Epoch 2030 | loss: 0.0311495 | val_loss: 0.0311589 | Time: 6162.3 ms
[2022-04-25 18:54:15 main:574] : INFO : Epoch 2031 | loss: 0.031147 | val_loss: 0.0311604 | Time: 6209.48 ms
[2022-04-25 18:54:21 main:574] : INFO : Epoch 2032 | loss: 0.0311482 | val_loss: 0.0311615 | Time: 6076.21 ms
[2022-04-25 18:54:28 main:574] : INFO : Epoch 2033 | loss: 0.0311475 | val_loss: 0.0311599 | Time: 6119.36 ms
[2022-04-25 18:54:34 main:574] : INFO : Epoch 2034 | loss: 0.0311511 | val_loss: 0.0311633 | Time: 6004.32 ms
[2022-04-25 18:54:40 main:574] : INFO : Epoch 2035 | loss: 0.031151 | val_loss: 0.0311652 | Time: 6047.26 ms
[2022-04-25 18:54:47 main:574] : INFO : Epoch 2036 | loss: 0.0311502 | val_loss: 0.0311623 | Time: 5975.38 ms
[2022-04-25 18:54:53 main:574] : INFO : Epoch 2037 | loss: 0.0311492 | val_loss: 0.0311627 | Time: 6010.29 ms
[2022-04-25 18:55:00 main:574] : INFO : Epoch 2038 | loss: 0.0311479 | val_loss: 0.0311603 | Time: 6190.73 ms
[2022-04-25 18:55:07 main:574] : INFO : Epoch 2039 | loss: 0.0311504 | val_loss: 0.0311626 | Time: 6248 ms
[2022-04-25 18:55:13 main:574] : INFO : Epoch 2040 | loss: 0.0311495 | val_loss: 0.0311614 | Time: 6138.23 ms
[2022-04-25 18:55:19 main:574] : INFO : Epoch 2041 | loss: 0.0311499 | val_loss: 0.0311614 | Time: 6023.57 ms
[2022-04-25 18:55:26 main:574] : INFO : Epoch 2042 | loss: 0.0311477 | val_loss: 0.031163 | Time: 6107.01 ms
[2022-04-25 18:55:32 main:574] : INFO : Epoch 2043 | loss: 0.0311502 | val_loss: 0.031163 | Time: 6216.44 ms
[2022-04-25 18:55:39 main:574] : INFO : Epoch 2044 | loss: 0.0311488 | val_loss: 0.0311635 | Time: 6060.29 ms
[2022-04-25 18:55:45 main:574] : INFO : Epoch 2045 | loss: 0.0311477 | val_loss: 0.0311609 | Time: 6175.35 ms
[2022-04-25 18:55:52 main:574] : INFO : Epoch 2046 | loss: 0.0311495 | val_loss: 0.0311653 | Time: 6084.07 ms
[2022-04-25 18:55:58 main:574] : INFO : Epoch 2047 | loss: 0.0311483 | val_loss: 0.0311613 | Time: 6273.99 ms
[2022-04-25 18:56:05 main:574] : INFO : Epoch 2048 | loss: 0.0311474 | val_loss: 0.0311647 | Time: 6110.33 ms
[2022-04-25 18:56:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311647
[2022-04-25 18:56:05 main:603] : INFO : Saving end state to config to file
[2022-04-25 18:56:05 main:608] : INFO : Success, exiting..
18:56:05 (13592): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)