Task 10571474
| Name | ParityModified-1638635721-25131-3-0_0 |
| Workunit | 7903999 |
| Created | 8 Jan 2022, 15:38:39 UTC |
| Sent | 25 Jan 2022, 9:43:15 UTC |
| Report deadline | 2 Feb 2022, 9:43:15 UTC |
| Received | 25 Jan 2022, 19:35:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18384 |
| Run time | 4 hours 55 min 40 sec |
| CPU time | 4 hours 53 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.59 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 02 main:574] : INFO : Epoch 1542 | loss: 0.0311356 | val_loss: 0.0311607 | Time: 12604.4 ms [2022-01-25 12:27:14 main:574] : INFO : Epoch 1543 | loss: 0.0311352 | val_loss: 0.031165 | Time: 12698.2 ms [2022-01-25 12:27:27 main:574] : INFO : Epoch 1544 | loss: 0.0311325 | val_loss: 0.03116 | Time: 12452.6 ms [2022-01-25 12:27:40 main:574] : INFO : Epoch 1545 | loss: 0.0311312 | val_loss: 0.0311607 | Time: 12931.1 ms [2022-01-25 12:27:52 main:574] : INFO : Epoch 1546 | loss: 0.0311304 | val_loss: 0.0311606 | Time: 12243.5 ms [2022-01-25 12:28:05 main:574] : INFO : Epoch 1547 | loss: 0.0311316 | val_loss: 0.0311585 | Time: 12732.1 ms [2022-01-25 12:28:18 main:574] : INFO : Epoch 1548 | loss: 0.0311295 | val_loss: 0.0311635 | Time: 13008.6 ms [2022-01-25 12:28:30 main:574] : INFO : Epoch 1549 | loss: 0.0311301 | val_loss: 0.0311611 | Time: 12630.4 ms [2022-01-25 12:28:43 main:574] : INFO : Epoch 1550 | loss: 0.0311298 | val_loss: 0.0311625 | Time: 12802.7 ms [2022-01-25 12:28:56 main:574] : INFO : Epoch 1551 | loss: 0.0311301 | val_loss: 0.0311613 | Time: 12665.9 ms [2022-01-25 12:29:09 main:574] : INFO : Epoch 1552 | loss: 0.0311282 | val_loss: 0.0311587 | Time: 12941.1 ms [2022-01-25 12:29:22 main:574] : INFO : Epoch 1553 | loss: 0.0311295 | val_loss: 0.0311633 | Time: 12915.1 ms [2022-01-25 12:29:35 main:574] : INFO : Epoch 1554 | loss: 0.0311269 | val_loss: 0.031159 | Time: 13061.5 ms [2022-01-25 12:29:48 main:574] : INFO : Epoch 1555 | loss: 0.031128 | val_loss: 0.0311607 | Time: 12910.1 ms [2022-01-25 12:30:00 main:574] : INFO : Epoch 1556 | loss: 0.0311272 | val_loss: 0.0311674 | Time: 12520.7 ms [2022-01-25 12:30:13 main:574] : INFO : Epoch 1557 | loss: 0.0311273 | val_loss: 0.0311603 | Time: 12581.7 ms [2022-01-25 12:30:25 main:574] : INFO : Epoch 1558 | loss: 0.0311269 | val_loss: 0.0311597 | Time: 12246.5 ms [2022-01-25 12:30:38 main:574] : INFO : Epoch 1559 | loss: 0.0311277 | val_loss: 0.0311633 | Time: 13098.2 ms [2022-01-25 12:30:51 main:574] : INFO : Epoch 1560 | loss: 0.031127 | val_loss: 0.0311633 | Time: 12897.8 ms [2022-01-25 12:31:04 main:574] : INFO : Epoch 1561 | loss: 0.0311274 | val_loss: 0.0311557 | Time: 13019.8 ms [2022-01-25 12:31:17 main:574] : INFO : Epoch 1562 | loss: 0.0311278 | val_loss: 0.0311546 | Time: 12847.6 ms [2022-01-25 12:31:30 main:574] : INFO : Epoch 1563 | loss: 0.031129 | val_loss: 0.0311607 | Time: 13228.1 ms [2022-01-25 12:31:43 main:574] : INFO : Epoch 1564 | loss: 0.0311291 | val_loss: 0.0311593 | Time: 12798.8 ms [2022-01-25 12:31:56 main:574] : INFO : Epoch 1565 | loss: 0.0311288 | val_loss: 0.03116 | Time: 12631.3 ms [2022-01-25 12:32:09 main:574] : INFO : Epoch 1566 | loss: 0.0311279 | val_loss: 0.0311586 | Time: 12815 ms [2022-01-25 12:32:22 main:574] : INFO : Epoch 1567 | loss: 0.0311292 | val_loss: 0.031161 | Time: 13163.5 ms [2022-01-25 12:32:35 main:574] : INFO : Epoch 1568 | loss: 0.03113 | val_loss: 0.0311628 | Time: 12809.8 ms [2022-01-25 12:32:48 main:574] : INFO : Epoch 1569 | loss: 0.0311299 | val_loss: 0.0311597 | Time: 12931.2 ms [2022-01-25 12:33:00 main:574] : INFO : Epoch 1570 | loss: 0.0311276 | val_loss: 0.0311611 | Time: 12624.3 ms [2022-01-25 12:33:13 main:574] : INFO : Epoch 1571 | loss: 0.0311271 | val_loss: 0.0311578 | Time: 12462.7 ms [2022-01-25 12:33:25 main:574] : INFO : Epoch 1572 | loss: 0.0311279 | val_loss: 0.0311659 | Time: 12569.5 ms [2022-01-25 12:33:48 main:574] : INFO : Epoch 1573 | loss: 0.0311282 | val_loss: 0.0311586 | Time: 22464.8 ms [2022-01-25 12:34:00 main:574] : INFO : Epoch 1574 | loss: 0.031127 | val_loss: 0.0311564 | Time: 12604.5 ms [2022-01-25 12:34:13 main:574] : INFO : Epoch 1575 | loss: 0.0311274 | val_loss: 0.0311581 | Time: 12692.2 ms [2022-01-25 12:34:26 main:574] : INFO : Epoch 1576 | loss: 0.0311261 | val_loss: 0.0311623 | Time: 12605.6 ms [2022-01-25 12:34:38 main:574] : INFO : Epoch 1577 | loss: 0.0311274 | val_loss: 0.0311642 | Time: 12708 ms [2022-01-25 12:34:51 main:574] : INFO : Epoch 1578 | loss: 0.0311285 | val_loss: 0.0311585 | Time: 12937.8 ms [2022-01-25 12:35:05 main:574] : INFO : Epoch 1579 | loss: 0.031124 | val_loss: 0.03116 | Time: 13372.8 ms [2022-01-25 12:35:18 main:574] : INFO : Epoch 1580 | loss: 0.0311247 | val_loss: 0.0311605 | Time: 12957.4 ms [2022-01-25 12:35:29 main:574] : INFO : Epoch 1581 | loss: 0.031124 | val_loss: 0.0311638 | Time: 11486.4 ms [2022-01-25 12:35:40 main:574] : INFO : Epoch 1582 | loss: 0.0311225 | val_loss: 0.0311582 | Time: 11140.4 ms [2022-01-25 12:35:52 main:574] : INFO : Epoch 1583 | loss: 0.0311238 | val_loss: 0.0311574 | Time: 11667.4 ms [2022-01-25 12:36:04 main:574] : INFO : Epoch 1584 | loss: 0.0311244 | val_loss: 0.0311582 | Time: 12436 ms [2022-01-25 12:36:17 main:574] : INFO : Epoch 1585 | loss: 0.031123 | val_loss: 0.0311625 | Time: 12662.6 ms [2022-01-25 12:36:30 main:574] : INFO : Epoch 1586 | loss: 0.0311235 | val_loss: 0.031168 | Time: 12567.1 ms [2022-01-25 12:36:43 main:574] : INFO : Epoch 1587 | loss: 0.0311243 | val_loss: 0.0311593 | Time: 12971.9 ms [2022-01-25 12:36:55 main:574] : INFO : Epoch 1588 | loss: 0.0311213 | val_loss: 0.031158 | Time: 12530.9 ms [2022-01-25 12:37:08 main:574] : INFO : Epoch 1589 | loss: 0.0311234 | val_loss: 0.0311591 | Time: 12908.7 ms [2022-01-25 12:37:21 main:574] : INFO : Epoch 1590 | loss: 0.0311223 | val_loss: 0.0311654 | Time: 13099.7 ms [2022-01-25 12:37:35 main:574] : INFO : Epoch 1591 | loss: 0.0311232 | val_loss: 0.031162 | Time: 13319.3 ms [2022-01-25 12:37:47 main:574] : INFO : Epoch 1592 | loss: 0.0311219 | val_loss: 0.0311579 | Time: 12239.5 ms [2022-01-25 12:37:59 main:574] : INFO : Epoch 1593 | loss: 0.0311224 | val_loss: 0.0311564 | Time: 12599.5 ms [2022-01-25 12:38:12 main:574] : INFO : Epoch 1594 | loss: 0.0311213 | val_loss: 0.0311621 | Time: 12401.6 ms [2022-01-25 12:38:25 main:574] : INFO : Epoch 1595 | loss: 0.0311214 | val_loss: 0.0311612 | Time: 12877.2 ms [2022-01-25 12:38:38 main:574] : INFO : Epoch 1596 | loss: 0.0311251 | val_loss: 0.0311625 | Time: 13080.1 ms [2022-01-25 12:38:51 main:574] : INFO : Epoch 1597 | loss: 0.0311246 | val_loss: 0.0311616 | Time: 13088.5 ms [2022-01-25 12:39:04 main:574] : INFO : Epoch 1598 | loss: 0.0311234 | val_loss: 0.0311591 | Time: 12743 ms [2022-01-25 12:39:17 main:574] : INFO : Epoch 1599 | loss: 0.0311237 | val_loss: 0.0311606 | Time: 12806.9 ms [2022-01-25 12:39:30 main:574] : INFO : Epoch 1600 | loss: 0.0311236 | val_loss: 0.0311622 | Time: 13082.5 ms [2022-01-25 12:39:43 main:574] : INFO : Epoch 1601 | loss: 0.0311259 | val_loss: 0.0311592 | Time: 12936.7 ms [2022-01-25 12:39:56 main:574] : INFO : Epoch 1602 | loss: 0.0311258 | val_loss: 0.0311568 | Time: 12954.2 ms [2022-01-25 12:40:06 main:574] : INFO : Epoch 1603 | loss: 0.0311251 | val_loss: 0.0311562 | Time: 10003.2 ms [2022-01-25 12:40:12 main:574] : INFO : Epoch 1604 | loss: 0.0311253 | val_loss: 0.0311621 | Time: 6064.19 ms [2022-01-25 12:40:18 main:574] : INFO : Epoch 1605 | loss: 0.031123 | val_loss: 0.0311646 | Time: 6019.51 ms [2022-01-25 12:40:24 main:574] : INFO : Epoch 1606 | loss: 0.0311289 | val_loss: 0.0311613 | Time: 6048.76 ms [2022-01-25 12:40:30 main:574] : INFO : Epoch 1607 | loss: 0.0311344 | val_loss: 0.0311604 | Time: 5983.84 ms [2022-01-25 12:40:36 main:574] : INFO : Epoch 1608 | loss: 0.0311371 | val_loss: 0.0311589 | Time: 6038.18 ms [2022-01-25 12:40:42 main:574] : INFO : Epoch 1609 | loss: 0.031136 | val_loss: 0.0311584 | Time: 5954.38 ms [2022-01-25 12:40:48 main:574] : INFO : Epoch 1610 | loss: 0.0311386 | val_loss: 0.031163 | Time: 6010.77 ms [2022-01-25 12:40:54 main:574] : INFO : Epoch 1611 | loss: 0.0311352 | val_loss: 0.0311585 | Time: 5952.19 ms [2022-01-25 12:41:00 main:574] : INFO : Epoch 1612 | loss: 0.0311333 | val_loss: 0.0311609 | Time: 5997.26 ms [2022-01-25 12:41:06 main:574] : INFO : Epoch 1613 | loss: 0.0311311 | val_loss: 0.0311604 | Time: 6013.01 ms [2022-01-25 12:41:12 main:574] : INFO : Epoch 1614 | loss: 0.0311285 | val_loss: 0.0311564 | Time: 5966.51 ms [2022-01-25 12:41:18 main:574] : INFO : Epoch 1615 | loss: 0.0311288 | val_loss: 0.0311533 | Time: 5874.27 ms [2022-01-25 12:41:24 main:574] : INFO : Epoch 1616 | loss: 0.0311271 | val_loss: 0.0311579 | Time: 6027.64 ms [2022-01-25 12:41:30 main:574] : INFO : Epoch 1617 | loss: 0.0311268 | val_loss: 0.0311586 | Time: 6089.69 ms [2022-01-25 12:41:36 main:574] : INFO : Epoch 1618 | loss: 0.0311258 | val_loss: 0.0311658 | Time: 6122.59 ms [2022-01-25 12:41:42 main:574] : INFO : Epoch 1619 | loss: 0.0311253 | val_loss: 0.0311578 | Time: 6047.96 ms [2022-01-25 12:41:48 main:574] : INFO : Epoch 1620 | loss: 0.0311242 | val_loss: 0.0311573 | Time: 5955.19 ms [2022-01-25 12:41:54 main:574] : INFO : Epoch 1621 | loss: 0.0311251 | val_loss: 0.0311565 | Time: 6046.84 ms [2022-01-25 12:42:00 main:574] : INFO : Epoch 1622 | loss: 0.0311263 | val_loss: 0.0311598 | Time: 5922.45 ms [2022-01-25 12:42:06 main:574] : INFO : Epoch 1623 | loss: 0.0311243 | val_loss: 0.0311567 | Time: 5935.28 ms [2022-01-25 12:42:12 main:574] : INFO : Epoch 1624 | loss: 0.0311229 | val_loss: 0.0311573 | Time: 5778.71 ms [2022-01-25 12:42:17 main:574] : INFO : Epoch 1625 | loss: 0.0311216 | val_loss: 0.0311579 | Time: 5929.51 ms [2022-01-25 12:42:23 main:574] : INFO : Epoch 1626 | loss: 0.0311248 | val_loss: 0.0311564 | Time: 5977.42 ms [2022-01-25 12:42:30 main:574] : INFO : Epoch 1627 | loss: 0.0311235 | val_loss: 0.031155 | Time: 6142.85 ms [2022-01-25 12:42:36 main:574] : INFO : Epoch 1628 | loss: 0.0311246 | val_loss: 0.0311555 | Time: 6026.47 ms [2022-01-25 12:42:42 main:574] : INFO : Epoch 1629 | loss: 0.0311244 | val_loss: 0.0311557 | Time: 6045.41 ms [2022-01-25 12:42:48 main:574] : INFO : Epoch 1630 | loss: 0.0311226 | val_loss: 0.0311542 | Time: 6050 ms [2022-01-25 12:42:54 main:574] : INFO : Epoch 1631 | loss: 0.0311235 | val_loss: 0.031155 | Time: 6072.09 ms [2022-01-25 12:43:00 main:574] : INFO : Epoch 1632 | loss: 0.0311233 | val_loss: 0.0311552 | Time: 6106.58 ms [2022-01-25 12:43:06 main:574] : INFO : Epoch 1633 | loss: 0.0311243 | val_loss: 0.0311585 | Time: 6033.08 ms [2022-01-25 12:43:12 main:574] : INFO : Epoch 1634 | loss: 0.0311234 | val_loss: 0.0311577 | Time: 5966.89 ms [2022-01-25 12:43:18 main:574] : INFO : Epoch 1635 | loss: 0.0311232 | val_loss: 0.031164 | Time: 6048.43 ms [2022-01-25 12:43:24 main:574] : INFO : Epoch 1636 | loss: 0.0311227 | val_loss: 0.0311605 | Time: 6030.26 ms [2022-01-25 12:43:30 main:574] : INFO : Epoch 1637 | loss: 0.0311211 | val_loss: 0.0311604 | Time: 6018.2 ms [2022-01-25 12:43:36 main:574] : INFO : Epoch 1638 | loss: 0.0311229 | val_loss: 0.0311578 | Time: 5946.93 ms [2022-01-25 12:43:42 main:574] : INFO : Epoch 1639 | loss: 0.0311226 | val_loss: 0.0311573 | Time: 5952.86 ms [2022-01-25 12:43:48 main:574] : INFO : Epoch 1640 | loss: 0.0311219 | val_loss: 0.0311572 | Time: 6036.43 ms [2022-01-25 12:43:54 main:574] : INFO : Epoch 1641 | loss: 0.0311213 | val_loss: 0.0311538 | Time: 5956.22 ms [2022-01-25 12:44:00 main:574] : INFO : Epoch 1642 | loss: 0.0311208 | val_loss: 0.0311575 | Time: 6015.66 ms [2022-01-25 12:44:06 main:574] : INFO : Epoch 1643 | loss: 0.0311221 | val_loss: 0.0311558 | Time: 6069.35 ms [2022-01-25 12:44:12 main:574] : INFO : Epoch 1644 | loss: 0.0311219 | val_loss: 0.0311641 | Time: 6078.87 ms [2022-01-25 12:44:18 main:574] : INFO : Epoch 1645 | loss: 0.0311254 | val_loss: 0.0311573 | Time: 6025.05 ms [2022-01-25 12:44:24 main:574] : INFO : Epoch 1646 | loss: 0.0311287 | val_loss: 0.0311576 | Time: 5924.88 ms [2022-01-25 12:44:30 main:574] : INFO : Epoch 1647 | loss: 0.0311283 | val_loss: 0.0311568 | Time: 6018.65 ms [2022-01-25 12:44:36 main:574] : INFO : Epoch 1648 | loss: 0.0311285 | val_loss: 0.0311563 | Time: 5953.39 ms [2022-01-25 12:44:42 main:574] : INFO : Epoch 1649 | loss: 0.0311321 | val_loss: 0.0311597 | Time: 6044.21 ms [2022-01-25 12:44:48 main:574] : INFO : Epoch 1650 | loss: 0.0311324 | val_loss: 0.0311555 | Time: 6013.78 ms [2022-01-25 12:44:54 main:574] : INFO : Epoch 1651 | loss: 0.0311293 | val_loss: 0.0311536 | Time: 5970.26 ms [2022-01-25 12:45:00 main:574] : INFO : Epoch 1652 | loss: 0.0311331 | val_loss: 0.0311575 | Time: 5947.15 ms [2022-01-25 12:45:06 main:574] : INFO : Epoch 1653 | loss: 0.0311389 | val_loss: 0.0311625 | Time: 5920.54 ms [2022-01-25 12:45:12 main:574] : INFO : Epoch 1654 | loss: 0.0311359 | val_loss: 0.0311594 | Time: 5980.57 ms [2022-01-25 12:45:17 main:574] : INFO : Epoch 1655 | loss: 0.0311317 | val_loss: 0.0311575 | Time: 5325.35 ms [2022-01-25 12:45:23 main:574] : INFO : Epoch 1656 | loss: 0.0311426 | val_loss: 0.0311584 | Time: 5658.18 ms [2022-01-25 12:45:29 main:574] : INFO : Epoch 1657 | loss: 0.03115 | val_loss: 0.0311585 | Time: 6286.82 ms [2022-01-25 12:45:36 main:574] : INFO : Epoch 1658 | loss: 0.0311474 | val_loss: 0.0311589 | Time: 6277.92 ms [2022-01-25 12:45:42 main:574] : INFO : Epoch 1659 | loss: 0.031147 | val_loss: 0.0311591 | Time: 6209.4 ms [2022-01-25 12:45:48 main:574] : INFO : Epoch 1660 | loss: 0.0311485 | val_loss: 0.0311614 | Time: 5995.86 ms [2022-01-25 12:45:54 main:574] : INFO : Epoch 1661 | loss: 0.0311412 | val_loss: 0.0311553 | Time: 5954.09 ms [2022-01-25 12:46:00 main:574] : INFO : Epoch 1662 | loss: 0.0311356 | val_loss: 0.0311537 | Time: 5910.15 ms [2022-01-25 12:46:06 main:574] : INFO : Epoch 1663 | loss: 0.0311348 | val_loss: 0.0311566 | Time: 5937.79 ms [2022-01-25 12:46:12 main:574] : INFO : Epoch 1664 | loss: 0.031135 | val_loss: 0.0311579 | Time: 5945.9 ms [2022-01-25 12:46:18 main:574] : INFO : Epoch 1665 | loss: 0.031131 | val_loss: 0.0311564 | Time: 5943.27 ms [2022-01-25 12:46:24 main:574] : INFO : Epoch 1666 | loss: 0.031131 | val_loss: 0.0311566 | Time: 5951.33 ms [2022-01-25 12:46:30 main:574] : INFO : Epoch 1667 | loss: 0.0311298 | val_loss: 0.0311575 | Time: 6055.9 ms [2022-01-25 12:46:36 main:574] : INFO : Epoch 1668 | loss: 0.0311295 | val_loss: 0.0311558 | Time: 6016.09 ms [2022-01-25 12:46:42 main:574] : INFO : Epoch 1669 | loss: 0.0311295 | val_loss: 0.0311563 | Time: 5998.85 ms [2022-01-25 12:46:48 main:574] : INFO : Epoch 1670 | loss: 0.031132 | val_loss: 0.0311569 | Time: 5942.78 ms [2022-01-25 12:46:53 main:574] : INFO : Epoch 1671 | loss: 0.0311321 | val_loss: 0.0311547 | Time: 5907.46 ms [2022-01-25 12:46:59 main:574] : INFO : Epoch 1672 | loss: 0.0311316 | val_loss: 0.0311522 | Time: 5938.95 ms [2022-01-25 12:47:05 main:574] : INFO : Epoch 1673 | loss: 0.0311296 | val_loss: 0.0311562 | Time: 5966.38 ms [2022-01-25 12:47:11 main:574] : INFO : Epoch 1674 | loss: 0.0311294 | val_loss: 0.0311547 | Time: 5991.81 ms [2022-01-25 12:47:17 main:574] : INFO : Epoch 1675 | loss: 0.0311279 | val_loss: 0.0311554 | Time: 5987.73 ms [2022-01-25 12:47:23 main:574] : INFO : Epoch 1676 | loss: 0.031129 | val_loss: 0.0311605 | Time: 6046.02 ms [2022-01-25 12:47:29 main:574] : INFO : Epoch 1677 | loss: 0.0311294 | val_loss: 0.0311566 | Time: 5864.05 ms [2022-01-25 12:47:35 main:574] : INFO : Epoch 1678 | loss: 0.0311308 | val_loss: 0.0311577 | Time: 6040.49 ms [2022-01-25 12:47:41 main:574] : INFO : Epoch 1679 | loss: 0.0311312 | val_loss: 0.0311554 | Time: 6022.61 ms [2022-01-25 12:47:47 main:574] : INFO : Epoch 1680 | loss: 0.0311289 | val_loss: 0.0311542 | Time: 5969.25 ms [2022-01-25 12:47:53 main:574] : INFO : Epoch 1681 | loss: 0.0311318 | val_loss: 0.0311536 | Time: 5912.29 ms [2022-01-25 12:47:59 main:574] : INFO : Epoch 1682 | loss: 0.0311388 | val_loss: 0.0311558 | Time: 6035.56 ms [2022-01-25 12:48:05 main:574] : INFO : Epoch 1683 | loss: 0.0311343 | val_loss: 0.0311584 | Time: 5934.1 ms [2022-01-25 12:48:11 main:574] : INFO : Epoch 1684 | loss: 0.0311334 | val_loss: 0.0311571 | Time: 6071.59 ms [2022-01-25 12:48:17 main:574] : INFO : Epoch 1685 | loss: 0.031135 | val_loss: 0.0311518 | Time: 5987.32 ms [2022-01-25 12:48:23 main:574] : INFO : Epoch 1686 | loss: 0.0311307 | val_loss: 0.0311509 | Time: 6041.83 ms [2022-01-25 12:48:29 main:574] : INFO : Epoch 1687 | loss: 0.0311286 | val_loss: 0.0311534 | Time: 6054.79 ms [2022-01-25 12:48:36 main:574] : INFO : Epoch 1688 | loss: 0.0311266 | val_loss: 0.0311548 | Time: 6151.25 ms [2022-01-25 12:48:42 main:574] : INFO : Epoch 1689 | loss: 0.0311255 | val_loss: 0.0311559 | Time: 5982.68 ms [2022-01-25 12:48:58 main:574] : INFO : Epoch 1690 | loss: 0.0311252 | val_loss: 0.0311551 | Time: 15909.6 ms [2022-01-25 12:49:03 main:574] : INFO : Epoch 1691 | loss: 0.0311256 | val_loss: 0.0311556 | Time: 5863.3 ms [2022-01-25 12:49:09 main:574] : INFO : Epoch 1692 | loss: 0.0311249 | val_loss: 0.0311544 | Time: 5905.39 ms [2022-01-25 12:49:15 main:574] : INFO : Epoch 1693 | loss: 0.0311239 | val_loss: 0.0311571 | Time: 5962.74 ms [2022-01-25 12:49:21 main:574] : INFO : Epoch 1694 | loss: 0.0311242 | val_loss: 0.0311566 | Time: 5948.87 ms [2022-01-25 12:49:27 main:574] : INFO : Epoch 1695 | loss: 0.0311253 | val_loss: 0.0311553 | Time: 5896.52 ms [2022-01-25 12:49:33 main:574] : INFO : Epoch 1696 | loss: 0.0311256 | val_loss: 0.0311618 | Time: 5958.87 ms [2022-01-25 12:49:39 main:574] : INFO : Epoch 1697 | loss: 0.0311291 | val_loss: 0.0311532 | Time: 5834.65 ms [2022-01-25 12:49:45 main:574] : INFO : Epoch 1698 | loss: 0.0311249 | val_loss: 0.031155 | Time: 5839.18 ms [2022-01-25 12:49:51 main:574] : INFO : Epoch 1699 | loss: 0.0311238 | val_loss: 0.0311629 | Time: 5859.57 ms [2022-01-25 12:49:57 main:574] : INFO : Epoch 1700 | loss: 0.0311223 | val_loss: 0.0311568 | Time: 5913.09 ms [2022-01-25 12:50:03 main:574] : INFO : Epoch 1701 | loss: 0.0311242 | val_loss: 0.0311616 | Time: 5952.32 ms [2022-01-25 12:50:08 main:574] : INFO : Epoch 1702 | loss: 0.0311226 | val_loss: 0.0311615 | Time: 5911.49 ms [2022-01-25 12:50:14 main:574] : INFO : Epoch 1703 | loss: 0.0311222 | val_loss: 0.0311527 | Time: 5944.76 ms [2022-01-25 12:50:20 main:574] : INFO : Epoch 1704 | loss: 0.0311224 | val_loss: 0.0311517 | Time: 5879.41 ms [2022-01-25 12:50:26 main:574] : INFO : Epoch 1705 | loss: 0.0311237 | val_loss: 0.0311553 | Time: 5941.66 ms [2022-01-25 12:50:32 main:574] : INFO : Epoch 1706 | loss: 0.0311219 | val_loss: 0.0311566 | Time: 5898.27 ms [2022-01-25 12:50:38 main:574] : INFO : Epoch 1707 | loss: 0.0311225 | val_loss: 0.0311534 | Time: 5883.52 ms [2022-01-25 12:50:44 main:574] : INFO : Epoch 1708 | loss: 0.031122 | val_loss: 0.0311518 | Time: 5920.72 ms [2022-01-25 12:50:50 main:574] : INFO : Epoch 1709 | loss: 0.0311203 | val_loss: 0.031156 | Time: 5999.29 ms [2022-01-25 12:50:56 main:574] : INFO : Epoch 1710 | loss: 0.03112 | val_loss: 0.0311591 | Time: 5989.75 ms [2022-01-25 12:51:02 main:574] : INFO : Epoch 1711 | loss: 0.0311203 | val_loss: 0.0311543 | Time: 6077.56 ms [2022-01-25 12:51:08 main:574] : INFO : Epoch 1712 | loss: 0.031122 | val_loss: 0.0311568 | Time: 6071.72 ms [2022-01-25 12:51:14 main:574] : INFO : Epoch 1713 | loss: 0.0311205 | val_loss: 0.0311541 | Time: 6020 ms [2022-01-25 12:51:20 main:574] : INFO : Epoch 1714 | loss: 0.0311199 | val_loss: 0.0311575 | Time: 6046.1 ms [2022-01-25 12:51:26 main:574] : INFO : Epoch 1715 | loss: 0.0311208 | val_loss: 0.031159 | Time: 6004.26 ms [2022-01-25 12:51:32 main:574] : INFO : Epoch 1716 | loss: 0.0311189 | val_loss: 0.0311517 | Time: 5837.9 ms [2022-01-25 12:51:38 main:574] : INFO : Epoch 1717 | loss: 0.0311196 | val_loss: 0.0311522 | Time: 6149.12 ms [2022-01-25 12:51:44 main:574] : INFO : Epoch 1718 | loss: 0.0311178 | val_loss: 0.0311578 | Time: 5975.29 ms [2022-01-25 12:51:50 main:574] : INFO : Epoch 1719 | loss: 0.0311176 | val_loss: 0.0311574 | Time: 6037.44 ms [2022-01-25 12:51:56 main:574] : INFO : Epoch 1720 | loss: 0.0311173 | val_loss: 0.0311567 | Time: 5968.03 ms [2022-01-25 12:52:02 main:574] : INFO : Epoch 1721 | loss: 0.0311184 | val_loss: 0.0311554 | Time: 5949.64 ms [2022-01-25 12:52:08 main:574] : INFO : Epoch 1722 | loss: 0.0311229 | val_loss: 0.0311589 | Time: 5929.43 ms [2022-01-25 12:52:14 main:574] : INFO : Epoch 1723 | loss: 0.0311182 | val_loss: 0.0311588 | Time: 5979.21 ms [2022-01-25 12:52:20 main:574] : INFO : Epoch 1724 | loss: 0.0311179 | val_loss: 0.0311567 | Time: 5937.27 ms [2022-01-25 12:52:26 main:574] : INFO : Epoch 1725 | loss: 0.0311183 | val_loss: 0.0311587 | Time: 6014.21 ms [2022-01-25 12:52:32 main:574] : INFO : Epoch 1726 | loss: 0.0311171 | val_loss: 0.0311564 | Time: 6044.54 ms [2022-01-25 12:52:38 main:574] : INFO : Epoch 1727 | loss: 0.0311188 | val_loss: 0.0311575 | Time: 5898.49 ms [2022-01-25 12:52:44 main:574] : INFO : Epoch 1728 | loss: 0.0311193 | val_loss: 0.0311532 | Time: 6083.85 ms [2022-01-25 12:52:50 main:574] : INFO : Epoch 1729 | loss: 0.0311193 | val_loss: 0.031156 | Time: 6033.69 ms [2022-01-25 12:52:56 main:574] : INFO : Epoch 1730 | loss: 0.0311185 | val_loss: 0.0311538 | Time: 6025.78 ms [2022-01-25 12:53:02 main:574] : INFO : Epoch 1731 | loss: 0.0311199 | val_loss: 0.0311508 | Time: 6043.35 ms [2022-01-25 12:53:08 main:574] : INFO : Epoch 1732 | loss: 0.0311186 | val_loss: 0.0311586 | Time: 6027.03 ms [2022-01-25 12:53:14 main:574] : INFO : Epoch 1733 | loss: 0.0311201 | val_loss: 0.0311581 | Time: 6024.01 ms [2022-01-25 12:53:20 main:574] : INFO : Epoch 1734 | loss: 0.0311175 | val_loss: 0.0311557 | Time: 5982.22 ms [2022-01-25 12:53:26 main:574] : INFO : Epoch 1735 | loss: 0.0311195 | val_loss: 0.031155 | Time: 6069.13 ms [2022-01-25 12:53:32 main:574] : INFO : Epoch 1736 | loss: 0.0311207 | val_loss: 0.0311578 | Time: 6027.86 ms [2022-01-25 12:53:38 main:574] : INFO : Epoch 1737 | loss: 0.0311216 | val_loss: 0.031155 | Time: 6039.32 ms [2022-01-25 12:53:44 main:574] : INFO : Epoch 1738 | loss: 0.0311238 | val_loss: 0.0311577 | Time: 5984.18 ms [2022-01-25 12:53:50 main:574] : INFO : Epoch 1739 | loss: 0.0311392 | val_loss: 0.031168 | Time: 6029.36 ms [2022-01-25 12:53:57 main:574] : INFO : Epoch 1740 | loss: 0.0311424 | val_loss: 0.0311603 | Time: 6013.03 ms [2022-01-25 12:54:03 main:574] : INFO : Epoch 1741 | loss: 0.0311373 | val_loss: 0.0311573 | Time: 6019.49 ms [2022-01-25 12:54:08 main:574] : INFO : Epoch 1742 | loss: 0.0311347 | val_loss: 0.0311645 | Time: 5924.22 ms [2022-01-25 12:54:14 main:574] : INFO : Epoch 1743 | loss: 0.0311426 | val_loss: 0.0311584 | Time: 5956.77 ms [2022-01-25 12:54:20 main:574] : INFO : Epoch 1744 | loss: 0.0311411 | val_loss: 0.0311574 | Time: 5990.52 ms [2022-01-25 12:54:26 main:574] : INFO : Epoch 1745 | loss: 0.0311377 | val_loss: 0.0311587 | Time: 5981.45 ms [2022-01-25 12:54:32 main:574] : INFO : Epoch 1746 | loss: 0.0311386 | val_loss: 0.0311617 | Time: 6062.11 ms [2022-01-25 12:54:38 main:574] : INFO : Epoch 1747 | loss: 0.0311372 | val_loss: 0.0311668 | Time: 5989.72 ms [2022-01-25 12:54:44 main:574] : INFO : Epoch 1748 | loss: 0.0311334 | val_loss: 0.0311608 | Time: 6006.14 ms [2022-01-25 12:54:51 main:574] : INFO : Epoch 1749 | loss: 0.0311346 | val_loss: 0.031158 | Time: 6033.75 ms [2022-01-25 12:54:56 main:574] : INFO : Epoch 1750 | loss: 0.0311339 | val_loss: 0.0311546 | Time: 5950.27 ms [2022-01-25 12:55:03 main:574] : INFO : Epoch 1751 | loss: 0.0311325 | val_loss: 0.0311607 | Time: 6013.27 ms [2022-01-25 12:55:09 main:574] : INFO : Epoch 1752 | loss: 0.0311319 | val_loss: 0.0311596 | Time: 5999.42 ms [2022-01-25 12:55:14 main:574] : INFO : Epoch 1753 | loss: 0.0311299 | val_loss: 0.0311571 | Time: 5833.1 ms [2022-01-25 12:55:20 main:574] : INFO : Epoch 1754 | loss: 0.0311309 | val_loss: 0.0311633 | Time: 5881.33 ms [2022-01-25 12:55:26 main:574] : INFO : Epoch 1755 | loss: 0.0311297 | val_loss: 0.0311584 | Time: 5754.43 ms [2022-01-25 12:55:32 main:574] : INFO : Epoch 1756 | loss: 0.0311273 | val_loss: 0.0311577 | Time: 5657.11 ms [2022-01-25 12:55:38 main:574] : INFO : Epoch 1757 | loss: 0.0311274 | val_loss: 0.0311574 | Time: 6119.13 ms [2022-01-25 12:55:44 main:574] : INFO : Epoch 1758 | loss: 0.0311271 | val_loss: 0.0311579 | Time: 6246.49 ms [2022-01-25 12:55:50 main:574] : INFO : Epoch 1759 | loss: 0.0311283 | val_loss: 0.0311589 | Time: 6357.1 ms [2022-01-25 12:55:57 main:574] : INFO : Epoch 1760 | loss: 0.031129 | val_loss: 0.0311573 | Time: 6103.47 ms [2022-01-25 12:56:03 main:574] : INFO : Epoch 1761 | loss: 0.0311302 | val_loss: 0.0311573 | Time: 6060.06 ms [2022-01-25 12:56:09 main:574] : INFO : Epoch 1762 | loss: 0.0311365 | val_loss: 0.0311615 | Time: 6013.14 ms [2022-01-25 12:56:15 main:574] : INFO : Epoch 1763 | loss: 0.0311347 | val_loss: 0.0311555 | Time: 5957.17 ms [2022-01-25 12:56:21 main:574] : INFO : Epoch 1764 | loss: 0.0311321 | val_loss: 0.0311561 | Time: 5974.16 ms [2022-01-25 12:56:27 main:574] : INFO : Epoch 1765 | loss: 0.0311333 | val_loss: 0.0311535 | Time: 5970.3 ms [2022-01-25 12:56:33 main:574] : INFO : Epoch 1766 | loss: 0.0311311 | val_loss: 0.0311559 | Time: 5994.8 ms [2022-01-25 12:56:39 main:574] : INFO : Epoch 1767 | loss: 0.0311329 | val_loss: 0.0311631 | Time: 6079.4 ms [2022-01-25 12:56:45 main:574] : INFO : Epoch 1768 | loss: 0.0311477 | val_loss: 0.0311627 | Time: 6002.46 ms [2022-01-25 12:56:51 main:574] : INFO : Epoch 1769 | loss: 0.0311429 | val_loss: 0.0311583 | Time: 5968.44 ms [2022-01-25 12:56:57 main:574] : INFO : Epoch 1770 | loss: 0.0311374 | val_loss: 0.0311587 | Time: 5954.32 ms [2022-01-25 12:57:03 main:574] : INFO : Epoch 1771 | loss: 0.0311362 | val_loss: 0.0311571 | Time: 6000.45 ms [2022-01-25 12:57:09 main:574] : INFO : Epoch 1772 | loss: 0.0311352 | val_loss: 0.0311572 | Time: 6002.98 ms [2022-01-25 12:57:15 main:574] : INFO : Epoch 1773 | loss: 0.0311359 | val_loss: 0.0311567 | Time: 6051.84 ms [2022-01-25 12:57:21 main:574] : INFO : Epoch 1774 | loss: 0.031135 | val_loss: 0.0311621 | Time: 6049.31 ms [2022-01-25 12:57:27 main:574] : INFO : Epoch 1775 | loss: 0.0311348 | val_loss: 0.0311596 | Time: 5985.75 ms [2022-01-25 12:57:33 main:574] : INFO : Epoch 1776 | loss: 0.031133 | val_loss: 0.0311582 | Time: 5866.44 ms [2022-01-25 12:57:39 main:574] : INFO : Epoch 1777 | loss: 0.0311308 | val_loss: 0.0311585 | Time: 5950.86 ms [2022-01-25 12:57:44 main:574] : INFO : Epoch 1778 | loss: 0.0311297 | val_loss: 0.0311612 | Time: 5963.13 ms [2022-01-25 12:57:51 main:574] : INFO : Epoch 1779 | loss: 0.03113 | val_loss: 0.0311568 | Time: 6022.64 ms [2022-01-25 12:57:56 main:574] : INFO : Epoch 1780 | loss: 0.0311282 | val_loss: 0.0311596 | Time: 5957.87 ms [2022-01-25 12:58:03 main:574] : INFO : Epoch 1781 | loss: 0.0311279 | val_loss: 0.0311592 | Time: 6018.37 ms [2022-01-25 12:58:09 main:574] : INFO : Epoch 1782 | loss: 0.0311281 | val_loss: 0.0311595 | Time: 5991.03 ms [2022-01-25 12:58:14 main:574] : INFO : Epoch 1783 | loss: 0.0311284 | val_loss: 0.0311571 | Time: 5875.13 ms [2022-01-25 12:58:20 main:574] : INFO : Epoch 1784 | loss: 0.0311281 | val_loss: 0.031157 | Time: 5901.23 ms [2022-01-25 12:58:26 main:574] : INFO : Epoch 1785 | loss: 0.0311272 | val_loss: 0.0311568 | Time: 5993.91 ms [2022-01-25 12:58:32 main:574] : INFO : Epoch 1786 | loss: 0.0311269 | val_loss: 0.0311559 | Time: 5925.4 ms [2022-01-25 12:58:38 main:574] : INFO : Epoch 1787 | loss: 0.0311294 | val_loss: 0.0311628 | Time: 5938.13 ms [2022-01-25 12:58:44 main:574] : INFO : Epoch 1788 | loss: 0.0311316 | val_loss: 0.0311605 | Time: 6023.96 ms [2022-01-25 12:58:50 main:574] : INFO : Epoch 1789 | loss: 0.0311321 | val_loss: 0.0311606 | Time: 5944.35 ms [2022-01-25 12:58:56 main:574] : INFO : Epoch 1790 | loss: 0.0311343 | val_loss: 0.0311586 | Time: 5929.82 ms [2022-01-25 12:59:02 main:574] : INFO : Epoch 1791 | loss: 0.0311332 | val_loss: 0.0311633 | Time: 6032.96 ms [2022-01-25 12:59:08 main:574] : INFO : Epoch 1792 | loss: 0.0311306 | val_loss: 0.0311617 | Time: 5973.43 ms [2022-01-25 12:59:14 main:574] : INFO : Epoch 1793 | loss: 0.0311287 | val_loss: 0.0311563 | Time: 5821.99 ms [2022-01-25 12:59:20 main:574] : INFO : Epoch 1794 | loss: 0.0311282 | val_loss: 0.0311603 | Time: 5926.39 ms [2022-01-25 12:59:26 main:574] : INFO : Epoch 1795 | loss: 0.031128 | val_loss: 0.0311602 | Time: 5937.48 ms [2022-01-25 12:59:32 main:574] : INFO : Epoch 1796 | loss: 0.0311279 | val_loss: 0.0311587 | Time: 6016.64 ms [2022-01-25 12:59:38 main:574] : INFO : Epoch 1797 | loss: 0.0311268 | val_loss: 0.0311603 | Time: 5925.57 ms [2022-01-25 12:59:44 main:574] : INFO : Epoch 1798 | loss: 0.0311294 | val_loss: 0.031163 | Time: 5937.86 ms [2022-01-25 12:59:50 main:574] : INFO : Epoch 1799 | loss: 0.0311376 | val_loss: 0.031159 | Time: 5836.58 ms [2022-01-25 12:59:55 main:574] : INFO : Epoch 1800 | loss: 0.0311352 | val_loss: 0.0311602 | Time: 5829.79 ms [2022-01-25 13:00:01 main:574] : INFO : Epoch 1801 | loss: 0.0311344 | val_loss: 0.0311622 | Time: 5983.13 ms [2022-01-25 13:00:07 main:574] : INFO : Epoch 1802 | loss: 0.0311321 | val_loss: 0.0311635 | Time: 6032.33 ms [2022-01-25 13:00:13 main:574] : INFO : Epoch 1803 | loss: 0.0311308 | val_loss: 0.0311612 | Time: 5911.17 ms [2022-01-25 13:00:19 main:574] : INFO : Epoch 1804 | loss: 0.03113 | val_loss: 0.031165 | Time: 5983.22 ms [2022-01-25 13:00:25 main:574] : INFO : Epoch 1805 | loss: 0.0311338 | val_loss: 0.0311645 | Time: 6126.68 ms [2022-01-25 13:00:32 main:574] : INFO : Epoch 1806 | loss: 0.0311323 | val_loss: 0.0311602 | Time: 6052.29 ms [2022-01-25 13:00:38 main:574] : INFO : Epoch 1807 | loss: 0.0311317 | val_loss: 0.0311591 | Time: 6065.68 ms [2022-01-25 13:00:44 main:574] : INFO : Epoch 1808 | loss: 0.0311304 | val_loss: 0.0311583 | Time: 6052.23 ms [2022-01-25 13:00:50 main:574] : INFO : Epoch 1809 | loss: 0.0311284 | val_loss: 0.0311609 | Time: 6152.52 ms [2022-01-25 13:00:56 main:574] : INFO : Epoch 1810 | loss: 0.0311278 | val_loss: 0.0311557 | Time: 6042.52 ms [2022-01-25 13:01:02 main:574] : INFO : Epoch 1811 | loss: 0.0311269 | val_loss: 0.0311555 | Time: 5895.75 ms [2022-01-25 13:01:08 main:574] : INFO : Epoch 1812 | loss: 0.0311275 | val_loss: 0.0311573 | Time: 6021.3 ms [2022-01-25 13:01:14 main:574] : INFO : Epoch 1813 | loss: 0.0311269 | val_loss: 0.0311565 | Time: 5979.88 ms [2022-01-25 13:01:20 main:574] : INFO : Epoch 1814 | loss: 0.0311263 | val_loss: 0.0311557 | Time: 5928.23 ms [2022-01-25 13:01:26 main:574] : INFO : Epoch 1815 | loss: 0.0311289 | val_loss: 0.031163 | Time: 5919.16 ms [2022-01-25 13:01:32 main:574] : INFO : Epoch 1816 | loss: 0.0311282 | val_loss: 0.0311625 | Time: 6092.58 ms [2022-01-25 13:01:38 main:574] : INFO : Epoch 1817 | loss: 0.0311276 | val_loss: 0.0311578 | Time: 5933.47 ms [2022-01-25 13:01:44 main:574] : INFO : Epoch 1818 | loss: 0.0311253 | val_loss: 0.0311574 | Time: 5917.28 ms [2022-01-25 13:01:50 main:574] : INFO : Epoch 1819 | loss: 0.0311255 | val_loss: 0.031155 | Time: 6029.99 ms [2022-01-25 13:01:56 main:574] : INFO : Epoch 1820 | loss: 0.031124 | val_loss: 0.0311534 | Time: 5980.09 ms [2022-01-25 13:02:02 main:574] : INFO : Epoch 1821 | loss: 0.0311232 | val_loss: 0.0311566 | Time: 6011.89 ms [2022-01-25 13:02:08 main:574] : INFO : Epoch 1822 | loss: 0.0311261 | val_loss: 0.0311577 | Time: 6008.45 ms [2022-01-25 13:02:14 main:574] : INFO : Epoch 1823 | loss: 0.0311266 | val_loss: 0.0311601 | Time: 5898.77 ms [2022-01-25 13:02:20 main:574] : INFO : Epoch 1824 | loss: 0.0311289 | val_loss: 0.0311618 | Time: 6069.24 ms [2022-01-25 13:02:26 main:574] : INFO : Epoch 1825 | loss: 0.0311259 | val_loss: 0.0311577 | Time: 5945.91 ms [2022-01-25 13:02:32 main:574] : INFO : Epoch 1826 | loss: 0.0311253 | val_loss: 0.031158 | Time: 6042.96 ms [2022-01-25 13:02:38 main:574] : INFO : Epoch 1827 | loss: 0.031126 | val_loss: 0.0311567 | Time: 5938.22 ms [2022-01-25 13:02:44 main:574] : INFO : Epoch 1828 | loss: 0.0311244 | val_loss: 0.0311587 | Time: 6005.22 ms [2022-01-25 13:02:50 main:574] : INFO : Epoch 1829 | loss: 0.0311236 | val_loss: 0.0311551 | Time: 5908.39 ms [2022-01-25 13:02:56 main:574] : INFO : Epoch 1830 | loss: 0.031123 | val_loss: 0.0311563 | Time: 5965.83 ms [2022-01-25 13:03:02 main:574] : INFO : Epoch 1831 | loss: 0.0311244 | val_loss: 0.0311546 | Time: 6092.03 ms [2022-01-25 13:03:08 main:574] : INFO : Epoch 1832 | loss: 0.031123 | val_loss: 0.0311556 | Time: 6126.01 ms [2022-01-25 13:03:14 main:574] : INFO : Epoch 1833 | loss: 0.0311222 | val_loss: 0.0311543 | Time: 6027.6 ms [2022-01-25 13:03:20 main:574] : INFO : Epoch 1834 | loss: 0.031122 | val_loss: 0.0311579 | Time: 5990.9 ms [2022-01-25 13:03:26 main:574] : INFO : Epoch 1835 | loss: 0.0311224 | val_loss: 0.0311571 | Time: 5891.03 ms [2022-01-25 13:03:32 main:574] : INFO : Epoch 1836 | loss: 0.0311201 | val_loss: 0.0311587 | Time: 5959.55 ms [2022-01-25 13:03:38 main:574] : INFO : Epoch 1837 | loss: 0.0311216 | val_loss: 0.0311539 | Time: 5934.44 ms [2022-01-25 13:03:44 main:574] : INFO : Epoch 1838 | loss: 0.0311202 | val_loss: 0.031158 | Time: 5940.53 ms [2022-01-25 13:04:00 main:574] : INFO : Epoch 1839 | loss: 0.0311226 | val_loss: 0.0311589 | Time: 15946 ms [2022-01-25 13:04:06 main:574] : INFO : Epoch 1840 | loss: 0.0311212 | val_loss: 0.0311535 | Time: 6038.85 ms [2022-01-25 13:04:12 main:574] : INFO : Epoch 1841 | loss: 0.0311205 | val_loss: 0.0311568 | Time: 6072.87 ms [2022-01-25 13:04:18 main:574] : INFO : Epoch 1842 | loss: 0.0311228 | val_loss: 0.0311589 | Time: 5922.41 ms [2022-01-25 13:04:24 main:574] : INFO : Epoch 1843 | loss: 0.0311227 | val_loss: 0.0311564 | Time: 5959.16 ms [2022-01-25 13:04:29 main:574] : INFO : Epoch 1844 | loss: 0.0311212 | val_loss: 0.0311646 | Time: 5955.17 ms [2022-01-25 13:04:36 main:574] : INFO : Epoch 1845 | loss: 0.0311251 | val_loss: 0.0311569 | Time: 6084.3 ms [2022-01-25 13:04:42 main:574] : INFO : Epoch 1846 | loss: 0.0311243 | val_loss: 0.0311548 | Time: 6004.56 ms [2022-01-25 13:04:48 main:574] : INFO : Epoch 1847 | loss: 0.031123 | val_loss: 0.0311579 | Time: 6085 ms [2022-01-25 13:04:54 main:574] : INFO : Epoch 1848 | loss: 0.0311221 | val_loss: 0.0311629 | Time: 6065.23 ms [2022-01-25 13:05:00 main:574] : INFO : Epoch 1849 | loss: 0.0311228 | val_loss: 0.0311611 | Time: 6036.63 ms [2022-01-25 13:05:06 main:574] : INFO : Epoch 1850 | loss: 0.0311203 | val_loss: 0.0311579 | Time: 6090.7 ms [2022-01-25 13:05:12 main:574] : INFO : Epoch 1851 | loss: 0.0311195 | val_loss: 0.0311548 | Time: 6059.88 ms [2022-01-25 13:05:18 main:574] : INFO : Epoch 1852 | loss: 0.0311214 | val_loss: 0.0311589 | Time: 6130.67 ms [2022-01-25 13:05:24 main:574] : INFO : Epoch 1853 | loss: 0.0311286 | val_loss: 0.0311592 | Time: 6030.59 ms [2022-01-25 13:05:30 main:574] : INFO : Epoch 1854 | loss: 0.0311288 | val_loss: 0.0311562 | Time: 6017.06 ms [2022-01-25 13:05:36 main:574] : INFO : Epoch 1855 | loss: 0.03113 | val_loss: 0.0311509 | Time: 5878.11 ms [2022-01-25 13:05:42 main:574] : INFO : Epoch 1856 | loss: 0.0311294 | val_loss: 0.0311559 | Time: 5613.84 ms [2022-01-25 13:05:48 main:574] : INFO : Epoch 1857 | loss: 0.0311311 | val_loss: 0.0311559 | Time: 5962.27 ms [2022-01-25 13:05:54 main:574] : INFO : Epoch 1858 | loss: 0.0311288 | val_loss: 0.0311576 | Time: 6221.1 ms [2022-01-25 13:06:00 main:574] : INFO : Epoch 1859 | loss: 0.0311285 | val_loss: 0.0311582 | Time: 6298.93 ms [2022-01-25 13:06:06 main:574] : INFO : Epoch 1860 | loss: 0.0311278 | val_loss: 0.0311643 | Time: 6303.47 ms [2022-01-25 13:06:13 main:574] : INFO : Epoch 1861 | loss: 0.031127 | val_loss: 0.0311544 | Time: 6145.59 ms [2022-01-25 13:06:19 main:574] : INFO : Epoch 1862 | loss: 0.0311247 | val_loss: 0.0311577 | Time: 6034.09 ms [2022-01-25 13:06:25 main:574] : INFO : Epoch 1863 | loss: 0.031124 | val_loss: 0.0311587 | Time: 5984.08 ms [2022-01-25 13:06:30 main:574] : INFO : Epoch 1864 | loss: 0.0311272 | val_loss: 0.0311624 | Time: 5808.59 ms [2022-01-25 13:06:36 main:574] : INFO : Epoch 1865 | loss: 0.0311282 | val_loss: 0.0311604 | Time: 6016.49 ms [2022-01-25 13:06:43 main:574] : INFO : Epoch 1866 | loss: 0.0311262 | val_loss: 0.0311624 | Time: 6035.84 ms [2022-01-25 13:06:48 main:574] : INFO : Epoch 1867 | loss: 0.0311242 | val_loss: 0.0311611 | Time: 5987.51 ms [2022-01-25 13:06:54 main:574] : INFO : Epoch 1868 | loss: 0.0311249 | val_loss: 0.0311596 | Time: 5990.18 ms [2022-01-25 13:07:01 main:574] : INFO : Epoch 1869 | loss: 0.0311233 | val_loss: 0.0311593 | Time: 6018.97 ms [2022-01-25 13:07:06 main:574] : INFO : Epoch 1870 | loss: 0.0311227 | val_loss: 0.0311586 | Time: 5966.78 ms [2022-01-25 13:07:13 main:574] : INFO : Epoch 1871 | loss: 0.0311224 | val_loss: 0.0311597 | Time: 6047.48 ms [2022-01-25 13:07:19 main:574] : INFO : Epoch 1872 | loss: 0.0311225 | val_loss: 0.0311594 | Time: 6028.37 ms [2022-01-25 13:07:25 main:574] : INFO : Epoch 1873 | loss: 0.0311236 | val_loss: 0.0311616 | Time: 6057.95 ms [2022-01-25 13:07:31 main:574] : INFO : Epoch 1874 | loss: 0.0311233 | val_loss: 0.0311565 | Time: 6058.66 ms [2022-01-25 13:07:37 main:574] : INFO : Epoch 1875 | loss: 0.0311233 | val_loss: 0.0311616 | Time: 6033.53 ms [2022-01-25 13:07:43 main:574] : INFO : Epoch 1876 | loss: 0.0311226 | val_loss: 0.0311581 | Time: 6132.07 ms [2022-01-25 13:07:49 main:574] : INFO : Epoch 1877 | loss: 0.0311252 | val_loss: 0.031156 | Time: 6032.49 ms [2022-01-25 13:07:55 main:574] : INFO : Epoch 1878 | loss: 0.0311255 | val_loss: 0.0311598 | Time: 6028.35 ms [2022-01-25 13:08:01 main:574] : INFO : Epoch 1879 | loss: 0.0311253 | val_loss: 0.0311594 | Time: 5948.94 ms [2022-01-25 13:08:07 main:574] : INFO : Epoch 1880 | loss: 0.0311316 | val_loss: 0.0311654 | Time: 5994.79 ms [2022-01-25 13:08:13 main:574] : INFO : Epoch 1881 | loss: 0.0311331 | val_loss: 0.0311656 | Time: 5831.97 ms [2022-01-25 13:08:19 main:574] : INFO : Epoch 1882 | loss: 0.0311341 | val_loss: 0.0311623 | Time: 5940.5 ms [2022-01-25 13:08:25 main:574] : INFO : Epoch 1883 | loss: 0.0311353 | val_loss: 0.0311612 | Time: 5934.33 ms [2022-01-25 13:08:31 main:574] : INFO : Epoch 1884 | loss: 0.0311335 | val_loss: 0.0311655 | Time: 5878.21 ms [2022-01-25 13:08:36 main:574] : INFO : Epoch 1885 | loss: 0.0311313 | val_loss: 0.0311592 | Time: 5911.4 ms [2022-01-25 13:08:42 main:574] : INFO : Epoch 1886 | loss: 0.031129 | val_loss: 0.0311576 | Time: 5911.78 ms [2022-01-25 13:08:48 main:574] : INFO : Epoch 1887 | loss: 0.0311305 | val_loss: 0.031166 | Time: 6043.19 ms [2022-01-25 13:08:54 main:574] : INFO : Epoch 1888 | loss: 0.0311528 | val_loss: 0.0311765 | Time: 6063.56 ms [2022-01-25 13:09:00 main:574] : INFO : Epoch 1889 | loss: 0.0311602 | val_loss: 0.031172 | Time: 5969.6 ms [2022-01-25 13:09:06 main:574] : INFO : Epoch 1890 | loss: 0.0311547 | val_loss: 0.031169 | Time: 5980.06 ms [2022-01-25 13:09:13 main:574] : INFO : Epoch 1891 | loss: 0.0311506 | val_loss: 0.031166 | Time: 6099.84 ms [2022-01-25 13:09:19 main:574] : INFO : Epoch 1892 | loss: 0.0311477 | val_loss: 0.0311671 | Time: 6062.6 ms [2022-01-25 13:09:25 main:574] : INFO : Epoch 1893 | loss: 0.0311456 | val_loss: 0.0311611 | Time: 6023.7 ms [2022-01-25 13:09:31 main:574] : INFO : Epoch 1894 | loss: 0.031146 | val_loss: 0.0311621 | Time: 6091.18 ms [2022-01-25 13:09:37 main:574] : INFO : Epoch 1895 | loss: 0.0311452 | val_loss: 0.0311636 | Time: 6045.93 ms [2022-01-25 13:09:43 main:574] : INFO : Epoch 1896 | loss: 0.0311447 | val_loss: 0.0311613 | Time: 5974.67 ms [2022-01-25 13:09:49 main:574] : INFO : Epoch 1897 | loss: 0.0311433 | val_loss: 0.031163 | Time: 5974.18 ms [2022-01-25 13:09:55 main:574] : INFO : Epoch 1898 | loss: 0.0311431 | val_loss: 0.0311658 | Time: 5937.49 ms [2022-01-25 13:10:01 main:574] : INFO : Epoch 1899 | loss: 0.0311416 | val_loss: 0.0311654 | Time: 5923.1 ms [2022-01-25 13:10:07 main:574] : INFO : Epoch 1900 | loss: 0.0311408 | val_loss: 0.0311639 | Time: 5919.9 ms [2022-01-25 13:10:13 main:574] : INFO : Epoch 1901 | loss: 0.0311407 | val_loss: 0.0311619 | Time: 6012.24 ms [2022-01-25 13:10:19 main:574] : INFO : Epoch 1902 | loss: 0.0311383 | val_loss: 0.0311647 | Time: 5947.84 ms [2022-01-25 13:10:25 main:574] : INFO : Epoch 1903 | loss: 0.0311376 | val_loss: 0.0311632 | Time: 5987.3 ms [2022-01-25 13:10:30 main:574] : INFO : Epoch 1904 | loss: 0.0311372 | val_loss: 0.0311627 | Time: 5893.99 ms [2022-01-25 13:10:36 main:574] : INFO : Epoch 1905 | loss: 0.0311385 | val_loss: 0.0311644 | Time: 5985.72 ms [2022-01-25 13:10:43 main:574] : INFO : Epoch 1906 | loss: 0.0311383 | val_loss: 0.0311627 | Time: 6054.95 ms [2022-01-25 13:10:49 main:574] : INFO : Epoch 1907 | loss: 0.031137 | val_loss: 0.0311606 | Time: 6040.31 ms [2022-01-25 13:10:55 main:574] : INFO : Epoch 1908 | loss: 0.0311374 | val_loss: 0.031161 | Time: 5964.4 ms [2022-01-25 13:11:01 main:574] : INFO : Epoch 1909 | loss: 0.0311365 | val_loss: 0.0311636 | Time: 5957.95 ms [2022-01-25 13:11:07 main:574] : INFO : Epoch 1910 | loss: 0.0311347 | val_loss: 0.0311577 | Time: 6020.13 ms [2022-01-25 13:11:13 main:574] : INFO : Epoch 1911 | loss: 0.0311355 | val_loss: 0.03116 | Time: 6017.72 ms [2022-01-25 13:11:19 main:574] : INFO : Epoch 1912 | loss: 0.0311359 | val_loss: 0.0311603 | Time: 6051.85 ms [2022-01-25 13:11:25 main:574] : INFO : Epoch 1913 | loss: 0.0311346 | val_loss: 0.0311617 | Time: 6054.97 ms [2022-01-25 13:11:31 main:574] : INFO : Epoch 1914 | loss: 0.0311398 | val_loss: 0.0311674 | Time: 6061.9 ms [2022-01-25 13:11:37 main:574] : INFO : Epoch 1915 | loss: 0.0311464 | val_loss: 0.0311618 | Time: 5971.14 ms [2022-01-25 13:11:43 main:574] : INFO : Epoch 1916 | loss: 0.0311433 | val_loss: 0.0311614 | Time: 6061.44 ms [2022-01-25 13:11:49 main:574] : INFO : Epoch 1917 | loss: 0.0311431 | val_loss: 0.0311683 | Time: 5965.77 ms [2022-01-25 13:11:55 main:574] : INFO : Epoch 1918 | loss: 0.0311413 | val_loss: 0.0311676 | Time: 6042.25 ms [2022-01-25 13:12:01 main:574] : INFO : Epoch 1919 | loss: 0.0311413 | val_loss: 0.0311619 | Time: 6092.66 ms [2022-01-25 13:12:07 main:574] : INFO : Epoch 1920 | loss: 0.0311397 | val_loss: 0.0311627 | Time: 6030.46 ms [2022-01-25 13:12:13 main:574] : INFO : Epoch 1921 | loss: 0.031139 | val_loss: 0.0311607 | Time: 5907.49 ms [2022-01-25 13:12:19 main:574] : INFO : Epoch 1922 | loss: 0.0311401 | val_loss: 0.0311656 | Time: 6026.93 ms [2022-01-25 13:12:25 main:574] : INFO : Epoch 1923 | loss: 0.0311451 | val_loss: 0.0311626 | Time: 5976.23 ms [2022-01-25 13:12:31 main:574] : INFO : Epoch 1924 | loss: 0.0311465 | val_loss: 0.031165 | Time: 5930.43 ms [2022-01-25 13:12:37 main:574] : INFO : Epoch 1925 | loss: 0.0311451 | val_loss: 0.0311661 | Time: 5984.86 ms [2022-01-25 13:12:43 main:574] : INFO : Epoch 1926 | loss: 0.0311426 | val_loss: 0.0311713 | Time: 5895.42 ms [2022-01-25 13:12:49 main:574] : INFO : Epoch 1927 | loss: 0.0311422 | val_loss: 0.0311686 | Time: 5981.84 ms [2022-01-25 13:12:55 main:574] : INFO : Epoch 1928 | loss: 0.0311424 | val_loss: 0.031163 | Time: 5922.42 ms [2022-01-25 13:13:01 main:574] : INFO : Epoch 1929 | loss: 0.0311375 | val_loss: 0.0311646 | Time: 5921.42 ms [2022-01-25 13:13:06 main:574] : INFO : Epoch 1930 | loss: 0.0311383 | val_loss: 0.0311637 | Time: 5859 ms [2022-01-25 13:13:12 main:574] : INFO : Epoch 1931 | loss: 0.0311379 | val_loss: 0.0311633 | Time: 6004.09 ms [2022-01-25 13:13:18 main:574] : INFO : Epoch 1932 | loss: 0.0311388 | val_loss: 0.0311578 | Time: 5969.39 ms [2022-01-25 13:13:24 main:574] : INFO : Epoch 1933 | loss: 0.0311409 | val_loss: 0.0311637 | Time: 5904.48 ms [2022-01-25 13:13:30 main:574] : INFO : Epoch 1934 | loss: 0.0311469 | val_loss: 0.031167 | Time: 5841.9 ms [2022-01-25 13:13:36 main:574] : INFO : Epoch 1935 | loss: 0.0311547 | val_loss: 0.0311637 | Time: 6050.98 ms [2022-01-25 13:13:42 main:574] : INFO : Epoch 1936 | loss: 0.0311553 | val_loss: 0.0311678 | Time: 5955.43 ms [2022-01-25 13:13:48 main:574] : INFO : Epoch 1937 | loss: 0.031153 | val_loss: 0.0311688 | Time: 6105.13 ms [2022-01-25 13:13:54 main:574] : INFO : Epoch 1938 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 5970.48 ms [2022-01-25 13:14:00 main:574] : INFO : Epoch 1939 | loss: 0.0311497 | val_loss: 0.0311622 | Time: 6087.82 ms [2022-01-25 13:14:06 main:574] : INFO : Epoch 1940 | loss: 0.0311469 | val_loss: 0.031163 | Time: 6003.02 ms [2022-01-25 13:14:12 main:574] : INFO : Epoch 1941 | loss: 0.0311507 | val_loss: 0.0311701 | Time: 6029.74 ms [2022-01-25 13:14:18 main:574] : INFO : Epoch 1942 | loss: 0.0311557 | val_loss: 0.0311732 | Time: 6021.47 ms [2022-01-25 13:14:24 main:574] : INFO : Epoch 1943 | loss: 0.0311562 | val_loss: 0.031174 | Time: 5895.41 ms [2022-01-25 13:14:30 main:574] : INFO : Epoch 1944 | loss: 0.0311549 | val_loss: 0.0311702 | Time: 5928.12 ms [2022-01-25 13:14:36 main:574] : INFO : Epoch 1945 | loss: 0.0311537 | val_loss: 0.0311722 | Time: 5989.39 ms [2022-01-25 13:14:42 main:574] : INFO : Epoch 1946 | loss: 0.0311518 | val_loss: 0.031168 | Time: 5865.09 ms [2022-01-25 13:14:48 main:574] : INFO : Epoch 1947 | loss: 0.0311534 | val_loss: 0.0311696 | Time: 5910.37 ms [2022-01-25 13:14:54 main:574] : INFO : Epoch 1948 | loss: 0.0311515 | val_loss: 0.0311699 | Time: 5892.42 ms [2022-01-25 13:15:00 main:574] : INFO : Epoch 1949 | loss: 0.0311486 | val_loss: 0.0311689 | Time: 6012.36 ms [2022-01-25 13:15:06 main:574] : INFO : Epoch 1950 | loss: 0.0311482 | val_loss: 0.0311705 | Time: 6009.15 ms [2022-01-25 13:15:12 main:574] : INFO : Epoch 1951 | loss: 0.031147 | val_loss: 0.0311701 | Time: 5930.11 ms [2022-01-25 13:15:18 main:574] : INFO : Epoch 1952 | loss: 0.0311474 | val_loss: 0.0311706 | Time: 5874.29 ms [2022-01-25 13:15:24 main:574] : INFO : Epoch 1953 | loss: 0.0311469 | val_loss: 0.0311687 | Time: 5830.59 ms [2022-01-25 13:15:30 main:574] : INFO : Epoch 1954 | loss: 0.0311469 | val_loss: 0.03117 | Time: 6002.26 ms [2022-01-25 13:15:36 main:574] : INFO : Epoch 1955 | loss: 0.0311443 | val_loss: 0.0311727 | Time: 6002.97 ms [2022-01-25 13:15:41 main:574] : INFO : Epoch 1956 | loss: 0.031144 | val_loss: 0.0311703 | Time: 5582.8 ms [2022-01-25 13:15:47 main:574] : INFO : Epoch 1957 | loss: 0.0311427 | val_loss: 0.0311685 | Time: 5865.19 ms [2022-01-25 13:15:53 main:574] : INFO : Epoch 1958 | loss: 0.0311419 | val_loss: 0.0311677 | Time: 6276.74 ms [2022-01-25 13:16:00 main:574] : INFO : Epoch 1959 | loss: 0.0311425 | val_loss: 0.0311708 | Time: 6303.87 ms [2022-01-25 13:16:06 main:574] : INFO : Epoch 1960 | loss: 0.0311463 | val_loss: 0.0311691 | Time: 6254.67 ms [2022-01-25 13:16:12 main:574] : INFO : Epoch 1961 | loss: 0.0311511 | val_loss: 0.031169 | Time: 6332.73 ms [2022-01-25 13:16:19 main:574] : INFO : Epoch 1962 | loss: 0.0311527 | val_loss: 0.0311684 | Time: 6224.62 ms [2022-01-25 13:16:25 main:574] : INFO : Epoch 1963 | loss: 0.0311506 | val_loss: 0.0311659 | Time: 5891.07 ms [2022-01-25 13:16:30 main:574] : INFO : Epoch 1964 | loss: 0.0311501 | val_loss: 0.031167 | Time: 5193.34 ms [2022-01-25 13:16:35 main:574] : INFO : Epoch 1965 | loss: 0.0311504 | val_loss: 0.0311692 | Time: 5040.76 ms [2022-01-25 13:16:40 main:574] : INFO : Epoch 1966 | loss: 0.031149 | val_loss: 0.0311687 | Time: 5436.33 ms [2022-01-25 13:16:49 main:574] : INFO : Epoch 1967 | loss: 0.0311462 | val_loss: 0.0311705 | Time: 8843.33 ms [2022-01-25 13:17:02 main:574] : INFO : Epoch 1968 | loss: 0.0311471 | val_loss: 0.031171 | Time: 13027.5 ms [2022-01-25 13:17:15 main:574] : INFO : Epoch 1969 | loss: 0.0311442 | val_loss: 0.0311695 | Time: 12910.2 ms [2022-01-25 13:17:28 main:574] : INFO : Epoch 1970 | loss: 0.0311438 | val_loss: 0.0311713 | Time: 13173.9 ms [2022-01-25 13:17:41 main:574] : INFO : Epoch 1971 | loss: 0.0311435 | val_loss: 0.0311682 | Time: 12899 ms [2022-01-25 13:17:54 main:574] : INFO : Epoch 1972 | loss: 0.0311448 | val_loss: 0.0311677 | Time: 12864.7 ms [2022-01-25 13:18:07 main:574] : INFO : Epoch 1973 | loss: 0.0311425 | val_loss: 0.0311723 | Time: 12774.5 ms [2022-01-25 13:18:19 main:574] : INFO : Epoch 1974 | loss: 0.0311411 | val_loss: 0.0311694 | Time: 12706.9 ms [2022-01-25 13:18:32 main:574] : INFO : Epoch 1975 | loss: 0.0311398 | val_loss: 0.031167 | Time: 12723.3 ms [2022-01-25 13:18:45 main:574] : INFO : Epoch 1976 | loss: 0.0311392 | val_loss: 0.0311695 | Time: 12713.2 ms [2022-01-25 13:19:07 main:574] : INFO : Epoch 1977 | loss: 0.0311393 | val_loss: 0.0311678 | Time: 22128.3 ms [2022-01-25 13:19:20 main:574] : INFO : Epoch 1978 | loss: 0.0311385 | val_loss: 0.0311679 | Time: 12652.6 ms [2022-01-25 13:19:32 main:574] : INFO : Epoch 1979 | loss: 0.0311379 | val_loss: 0.0311674 | Time: 12370.5 ms [2022-01-25 13:19:45 main:574] : INFO : Epoch 1980 | loss: 0.0311376 | val_loss: 0.0311676 | Time: 12812.1 ms [2022-01-25 13:19:57 main:574] : INFO : Epoch 1981 | loss: 0.0311376 | val_loss: 0.0311695 | Time: 12514.7 ms [2022-01-25 13:20:10 main:574] : INFO : Epoch 1982 | loss: 0.0311385 | val_loss: 0.0311649 | Time: 12842.8 ms [2022-01-25 13:20:23 main:574] : INFO : Epoch 1983 | loss: 0.0311386 | val_loss: 0.0311671 | Time: 12949.4 ms [2022-01-25 13:20:36 main:574] : INFO : Epoch 1984 | loss: 0.0311387 | val_loss: 0.0311633 | Time: 12769.6 ms [2022-01-25 13:20:49 main:574] : INFO : Epoch 1985 | loss: 0.0311392 | val_loss: 0.0311635 | Time: 13031.4 ms [2022-01-25 13:21:02 main:574] : INFO : Epoch 1986 | loss: 0.0311398 | val_loss: 0.0311648 | Time: 12812.5 ms [2022-01-25 13:21:15 main:574] : INFO : Epoch 1987 | loss: 0.0311408 | val_loss: 0.0311653 | Time: 12777.2 ms [2022-01-25 13:21:28 main:574] : INFO : Epoch 1988 | loss: 0.0311393 | val_loss: 0.0311632 | Time: 12891 ms [2022-01-25 13:21:40 main:574] : INFO : Epoch 1989 | loss: 0.0311398 | val_loss: 0.031163 | Time: 12753.8 ms [2022-01-25 13:21:53 main:574] : INFO : Epoch 1990 | loss: 0.0311391 | val_loss: 0.03116 | Time: 12515.9 ms [2022-01-25 13:22:06 main:574] : INFO : Epoch 1991 | loss: 0.0311382 | val_loss: 0.0311658 | Time: 12743 ms [2022-01-25 13:22:18 main:574] : INFO : Epoch 1992 | loss: 0.0311394 | val_loss: 0.0311701 | Time: 12647.5 ms [2022-01-25 13:22:31 main:574] : INFO : Epoch 1993 | loss: 0.0311383 | val_loss: 0.0311648 | Time: 12968.9 ms [2022-01-25 13:22:44 main:574] : INFO : Epoch 1994 | loss: 0.0311377 | val_loss: 0.031163 | Time: 12914.4 ms [2022-01-25 13:22:57 main:574] : INFO : Epoch 1995 | loss: 0.031139 | val_loss: 0.0311638 | Time: 12550 ms [2022-01-25 13:23:10 main:574] : INFO : Epoch 1996 | loss: 0.0311375 | val_loss: 0.0311684 | Time: 12743.6 ms [2022-01-25 13:23:22 main:574] : INFO : Epoch 1997 | loss: 0.0311361 | val_loss: 0.0311659 | Time: 12649.2 ms [2022-01-25 13:23:35 main:574] : INFO : Epoch 1998 | loss: 0.0311361 | val_loss: 0.0311629 | Time: 13096.9 ms [2022-01-25 13:23:48 main:574] : INFO : Epoch 1999 | loss: 0.0311357 | val_loss: 0.031165 | Time: 12712.9 ms [2022-01-25 13:24:01 main:574] : INFO : Epoch 2000 | loss: 0.0311358 | val_loss: 0.0311698 | Time: 13093.8 ms [2022-01-25 13:24:14 main:574] : INFO : Epoch 2001 | loss: 0.0311386 | val_loss: 0.0311658 | Time: 12886.6 ms [2022-01-25 13:24:27 main:574] : INFO : Epoch 2002 | loss: 0.0311405 | val_loss: 0.0311682 | Time: 12502.1 ms [2022-01-25 13:24:40 main:574] : INFO : Epoch 2003 | loss: 0.0311383 | val_loss: 0.0311659 | Time: 13178.1 ms [2022-01-25 13:24:53 main:574] : INFO : Epoch 2004 | loss: 0.0311381 | val_loss: 0.0311688 | Time: 12990.8 ms [2022-01-25 13:25:05 main:574] : INFO : Epoch 2005 | loss: 0.0311364 | val_loss: 0.0311648 | Time: 12283 ms [2022-01-25 13:25:18 main:574] : INFO : Epoch 2006 | loss: 0.0311363 | val_loss: 0.0311636 | Time: 12663.8 ms [2022-01-25 13:25:30 main:574] : INFO : Epoch 2007 | loss: 0.0311352 | val_loss: 0.0311624 | Time: 12560.9 ms [2022-01-25 13:25:43 main:574] : INFO : Epoch 2008 | loss: 0.0311355 | val_loss: 0.0311693 | Time: 12883.8 ms [2022-01-25 13:25:56 main:574] : INFO : Epoch 2009 | loss: 0.0311366 | val_loss: 0.0311645 | Time: 12576.3 ms [2022-01-25 13:26:07 main:574] : INFO : Epoch 2010 | loss: 0.0311406 | val_loss: 0.0311678 | Time: 11488 ms [2022-01-25 13:26:18 main:574] : INFO : Epoch 2011 | loss: 0.0311358 | val_loss: 0.0311655 | Time: 10710.1 ms [2022-01-25 13:26:29 main:574] : INFO : Epoch 2012 | loss: 0.0311346 | val_loss: 0.0311653 | Time: 11184.2 ms [2022-01-25 13:26:42 main:574] : INFO : Epoch 2013 | loss: 0.0311353 | val_loss: 0.0311645 | Time: 12508.8 ms [2022-01-25 13:26:54 main:574] : INFO : Epoch 2014 | loss: 0.0311362 | val_loss: 0.031165 | Time: 12607.1 ms [2022-01-25 13:27:07 main:574] : INFO : Epoch 2015 | loss: 0.0311355 | val_loss: 0.0311663 | Time: 12513.4 ms [2022-01-25 13:27:19 main:574] : INFO : Epoch 2016 | loss: 0.0311354 | val_loss: 0.0311614 | Time: 12521.5 ms [2022-01-25 13:27:32 main:574] : INFO : Epoch 2017 | loss: 0.0311369 | val_loss: 0.0311632 | Time: 12494.6 ms [2022-01-25 13:27:44 main:574] : INFO : Epoch 2018 | loss: 0.0311358 | val_loss: 0.0311624 | Time: 12300.8 ms [2022-01-25 13:27:57 main:574] : INFO : Epoch 2019 | loss: 0.0311351 | val_loss: 0.0311695 | Time: 12487.7 ms [2022-01-25 13:28:09 main:574] : INFO : Epoch 2020 | loss: 0.0311374 | val_loss: 0.0311623 | Time: 12702.3 ms [2022-01-25 13:28:22 main:574] : INFO : Epoch 2021 | loss: 0.0311383 | val_loss: 0.0311618 | Time: 12551.2 ms [2022-01-25 13:28:35 main:574] : INFO : Epoch 2022 | loss: 0.0311383 | val_loss: 0.031168 | Time: 13009.9 ms [2022-01-25 13:28:48 main:574] : INFO : Epoch 2023 | loss: 0.0311393 | val_loss: 0.0311647 | Time: 12772.1 ms [2022-01-25 13:29:01 main:574] : INFO : Epoch 2024 | loss: 0.0311355 | val_loss: 0.031162 | Time: 13230.9 ms [2022-01-25 13:29:14 main:574] : INFO : Epoch 2025 | loss: 0.0311362 | val_loss: 0.0311694 | Time: 12736.6 ms [2022-01-25 13:29:27 main:574] : INFO : Epoch 2026 | loss: 0.0311362 | val_loss: 0.0311657 | Time: 12860.7 ms [2022-01-25 13:29:40 main:574] : INFO : Epoch 2027 | loss: 0.0311372 | val_loss: 0.0311632 | Time: 12991.4 ms [2022-01-25 13:29:53 main:574] : INFO : Epoch 2028 | loss: 0.0311373 | val_loss: 0.0311646 | Time: 12996.6 ms [2022-01-25 13:30:05 main:574] : INFO : Epoch 2029 | loss: 0.0311353 | val_loss: 0.0311643 | Time: 12690.1 ms [2022-01-25 13:30:18 main:574] : INFO : Epoch 2030 | loss: 0.0311334 | val_loss: 0.0311606 | Time: 12746.7 ms [2022-01-25 13:30:31 main:574] : INFO : Epoch 2031 | loss: 0.0311333 | val_loss: 0.0311615 | Time: 12777.6 ms [2022-01-25 13:30:44 main:574] : INFO : Epoch 2032 | loss: 0.0311327 | val_loss: 0.0311637 | Time: 13023.3 ms [2022-01-25 13:30:57 main:574] : INFO : Epoch 2033 | loss: 0.0311314 | val_loss: 0.0311686 | Time: 13393.1 ms [2022-01-25 13:31:10 main:574] : INFO : Epoch 2034 | loss: 0.0311333 | val_loss: 0.0311631 | Time: 12685.5 ms [2022-01-25 13:31:23 main:574] : INFO : Epoch 2035 | loss: 0.0311347 | val_loss: 0.0311661 | Time: 12784 ms [2022-01-25 13:31:35 main:574] : INFO : Epoch 2036 | loss: 0.0311326 | val_loss: 0.0311615 | Time: 12607.7 ms [2022-01-25 13:31:48 main:574] : INFO : Epoch 2037 | loss: 0.0311313 | val_loss: 0.0311656 | Time: 12830 ms [2022-01-25 13:32:01 main:574] : INFO : Epoch 2038 | loss: 0.0311335 | val_loss: 0.0311607 | Time: 12576.8 ms [2022-01-25 13:32:14 main:574] : INFO : Epoch 2039 | loss: 0.0311319 | val_loss: 0.0311614 | Time: 12736.8 ms [2022-01-25 13:32:26 main:574] : INFO : Epoch 2040 | loss: 0.0311311 | val_loss: 0.0311612 | Time: 12682.7 ms [2022-01-25 13:32:39 main:574] : INFO : Epoch 2041 | loss: 0.0311315 | val_loss: 0.0311622 | Time: 12760.2 ms [2022-01-25 13:32:52 main:574] : INFO : Epoch 2042 | loss: 0.0311317 | val_loss: 0.0311605 | Time: 13091.7 ms [2022-01-25 13:33:05 main:574] : INFO : Epoch 2043 | loss: 0.0311306 | val_loss: 0.0311619 | Time: 13131.5 ms [2022-01-25 13:33:18 main:574] : INFO : Epoch 2044 | loss: 0.0311319 | val_loss: 0.0311654 | Time: 12833.2 ms [2022-01-25 13:33:31 main:574] : INFO : Epoch 2045 | loss: 0.0311305 | val_loss: 0.0311662 | Time: 12972.8 ms [2022-01-25 13:33:44 main:574] : INFO : Epoch 2046 | loss: 0.0311305 | val_loss: 0.0311645 | Time: 12846 ms [2022-01-25 13:33:57 main:574] : INFO : Epoch 2047 | loss: 0.0311298 | val_loss: 0.0311669 | Time: 12793.9 ms [2022-01-25 13:34:10 main:574] : INFO : Epoch 2048 | loss: 0.0311309 | val_loss: 0.0311704 | Time: 13034.5 ms [2022-01-25 13:34:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311704 [2022-01-25 13:34:10 main:603] : INFO : Saving end state to config to file [2022-01-25 13:34:10 main:608] : INFO : Success, exiting.. 13:34:10 (7580): 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)