Task 5032923
| Name | ParityModified-1617249203-4168-3_0 |
| Workunit | 3016103 |
| Created | 17 Apr 2021, 18:34:34 UTC |
| Sent | 22 Apr 2021, 16:21:44 UTC |
| Report deadline | 29 Apr 2021, 16:21:44 UTC |
| Received | 22 Apr 2021, 19:07:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 33 min 6 sec |
| CPU time | 1 hours 32 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0312304 | val_loss: 0.0312319 | Time: 2712.25 ms [2021-04-22 19:43:58 main:574] : INFO : Epoch 1543 | loss: 0.0312301 | val_loss: 0.0312333 | Time: 2691.16 ms [2021-04-22 19:44:01 main:574] : INFO : Epoch 1544 | loss: 0.0312315 | val_loss: 0.0312368 | Time: 2697.38 ms [2021-04-22 19:44:04 main:574] : INFO : Epoch 1545 | loss: 0.0312309 | val_loss: 0.0312325 | Time: 2691.53 ms [2021-04-22 19:44:07 main:574] : INFO : Epoch 1546 | loss: 0.0312304 | val_loss: 0.0312329 | Time: 2692.06 ms [2021-04-22 19:44:09 main:574] : INFO : Epoch 1547 | loss: 0.0312345 | val_loss: 0.0312349 | Time: 2690.69 ms [2021-04-22 19:44:12 main:574] : INFO : Epoch 1548 | loss: 0.0312311 | val_loss: 0.0312311 | Time: 2696.54 ms [2021-04-22 19:44:15 main:574] : INFO : Epoch 1549 | loss: 0.0312304 | val_loss: 0.0312343 | Time: 2698.58 ms [2021-04-22 19:44:17 main:574] : INFO : Epoch 1550 | loss: 0.0312303 | val_loss: 0.0312326 | Time: 2696.92 ms [2021-04-22 19:44:20 main:574] : INFO : Epoch 1551 | loss: 0.0312296 | val_loss: 0.031231 | Time: 2694.77 ms [2021-04-22 19:44:23 main:574] : INFO : Epoch 1552 | loss: 0.0312293 | val_loss: 0.0312308 | Time: 2698.23 ms [2021-04-22 19:44:26 main:574] : INFO : Epoch 1553 | loss: 0.03123 | val_loss: 0.0312315 | Time: 2695.35 ms [2021-04-22 19:44:28 main:574] : INFO : Epoch 1554 | loss: 0.0312295 | val_loss: 0.0312311 | Time: 2696.39 ms [2021-04-22 19:44:31 main:574] : INFO : Epoch 1555 | loss: 0.0312297 | val_loss: 0.0312307 | Time: 2700 ms [2021-04-22 19:44:34 main:574] : INFO : Epoch 1556 | loss: 0.031229 | val_loss: 0.0312315 | Time: 2696.63 ms [2021-04-22 19:44:36 main:574] : INFO : Epoch 1557 | loss: 0.031229 | val_loss: 0.0312306 | Time: 2694.59 ms [2021-04-22 19:44:39 main:574] : INFO : Epoch 1558 | loss: 0.0312291 | val_loss: 0.0312315 | Time: 2696.12 ms [2021-04-22 19:44:42 main:574] : INFO : Epoch 1559 | loss: 0.0312301 | val_loss: 0.0312404 | Time: 2694.3 ms [2021-04-22 19:44:45 main:574] : INFO : Epoch 1560 | loss: 0.031234 | val_loss: 0.0312343 | Time: 2697.62 ms [2021-04-22 19:44:47 main:574] : INFO : Epoch 1561 | loss: 0.0312327 | val_loss: 0.0312445 | Time: 2697.17 ms [2021-04-22 19:44:50 main:574] : INFO : Epoch 1562 | loss: 0.0312301 | val_loss: 0.0312303 | Time: 2699.14 ms [2021-04-22 19:44:53 main:574] : INFO : Epoch 1563 | loss: 0.031229 | val_loss: 0.0312347 | Time: 2695.81 ms [2021-04-22 19:44:55 main:574] : INFO : Epoch 1564 | loss: 0.0312294 | val_loss: 0.03123 | Time: 2696.4 ms [2021-04-22 19:44:58 main:574] : INFO : Epoch 1565 | loss: 0.03123 | val_loss: 0.0312376 | Time: 2698.57 ms [2021-04-22 19:45:01 main:574] : INFO : Epoch 1566 | loss: 0.031234 | val_loss: 0.0312325 | Time: 2703.49 ms [2021-04-22 19:45:04 main:574] : INFO : Epoch 1567 | loss: 0.0312309 | val_loss: 0.0312335 | Time: 2698.75 ms [2021-04-22 19:45:06 main:574] : INFO : Epoch 1568 | loss: 0.0312287 | val_loss: 0.0312296 | Time: 2695.58 ms [2021-04-22 19:45:09 main:574] : INFO : Epoch 1569 | loss: 0.0312287 | val_loss: 0.0312352 | Time: 2702.1 ms [2021-04-22 19:45:12 main:574] : INFO : Epoch 1570 | loss: 0.0312293 | val_loss: 0.0312306 | Time: 2698.27 ms [2021-04-22 19:45:14 main:574] : INFO : Epoch 1571 | loss: 0.0312281 | val_loss: 0.0312308 | Time: 2702.47 ms [2021-04-22 19:45:17 main:574] : INFO : Epoch 1572 | loss: 0.0312284 | val_loss: 0.0312309 | Time: 2697.88 ms [2021-04-22 19:45:20 main:574] : INFO : Epoch 1573 | loss: 0.0312287 | val_loss: 0.0312345 | Time: 2698.34 ms [2021-04-22 19:45:23 main:574] : INFO : Epoch 1574 | loss: 0.0312297 | val_loss: 0.0312295 | Time: 2699.39 ms [2021-04-22 19:45:25 main:574] : INFO : Epoch 1575 | loss: 0.0312291 | val_loss: 0.0312296 | Time: 2695.79 ms [2021-04-22 19:45:28 main:574] : INFO : Epoch 1576 | loss: 0.0312283 | val_loss: 0.0312297 | Time: 2702.68 ms [2021-04-22 19:45:31 main:574] : INFO : Epoch 1577 | loss: 0.0312273 | val_loss: 0.0312297 | Time: 2698.2 ms [2021-04-22 19:45:34 main:574] : INFO : Epoch 1578 | loss: 0.0312275 | val_loss: 0.0312292 | Time: 2699.21 ms [2021-04-22 19:45:36 main:574] : INFO : Epoch 1579 | loss: 0.0312284 | val_loss: 0.0312299 | Time: 2699.18 ms [2021-04-22 19:45:39 main:574] : INFO : Epoch 1580 | loss: 0.0312279 | val_loss: 0.0312339 | Time: 2697.81 ms [2021-04-22 19:45:42 main:574] : INFO : Epoch 1581 | loss: 0.0312282 | val_loss: 0.0312298 | Time: 2697.04 ms [2021-04-22 19:45:44 main:574] : INFO : Epoch 1582 | loss: 0.031228 | val_loss: 0.0312318 | Time: 2696.25 ms [2021-04-22 19:45:47 main:574] : INFO : Epoch 1583 | loss: 0.0312288 | val_loss: 0.0312312 | Time: 2700.45 ms [2021-04-22 19:45:50 main:574] : INFO : Epoch 1584 | loss: 0.0312275 | val_loss: 0.0312301 | Time: 2696.9 ms [2021-04-22 19:45:53 main:574] : INFO : Epoch 1585 | loss: 0.0312277 | val_loss: 0.0312293 | Time: 2698.74 ms [2021-04-22 19:45:55 main:574] : INFO : Epoch 1586 | loss: 0.0312268 | val_loss: 0.0312305 | Time: 2697.56 ms [2021-04-22 19:45:58 main:574] : INFO : Epoch 1587 | loss: 0.0312281 | val_loss: 0.0312298 | Time: 2698.61 ms [2021-04-22 19:46:01 main:574] : INFO : Epoch 1588 | loss: 0.0312319 | val_loss: 0.0312302 | Time: 2698.72 ms [2021-04-22 19:46:03 main:574] : INFO : Epoch 1589 | loss: 0.0312282 | val_loss: 0.0312293 | Time: 2700.25 ms [2021-04-22 19:46:06 main:574] : INFO : Epoch 1590 | loss: 0.0312285 | val_loss: 0.0312336 | Time: 2696.95 ms [2021-04-22 19:46:09 main:574] : INFO : Epoch 1591 | loss: 0.0312287 | val_loss: 0.0312304 | Time: 2695.5 ms [2021-04-22 19:46:12 main:574] : INFO : Epoch 1592 | loss: 0.031228 | val_loss: 0.0312291 | Time: 2699.42 ms [2021-04-22 19:46:14 main:574] : INFO : Epoch 1593 | loss: 0.0312275 | val_loss: 0.0312296 | Time: 2697.58 ms [2021-04-22 19:46:17 main:574] : INFO : Epoch 1594 | loss: 0.0312267 | val_loss: 0.0312289 | Time: 2696.57 ms [2021-04-22 19:46:20 main:574] : INFO : Epoch 1595 | loss: 0.0312281 | val_loss: 0.0312302 | Time: 2695.27 ms [2021-04-22 19:46:22 main:574] : INFO : Epoch 1596 | loss: 0.0312294 | val_loss: 0.031237 | Time: 2703.54 ms [2021-04-22 19:46:25 main:574] : INFO : Epoch 1597 | loss: 0.0312278 | val_loss: 0.0312293 | Time: 2697.16 ms [2021-04-22 19:46:28 main:574] : INFO : Epoch 1598 | loss: 0.0312266 | val_loss: 0.0312289 | Time: 2699.23 ms [2021-04-22 19:46:31 main:574] : INFO : Epoch 1599 | loss: 0.0312274 | val_loss: 0.0312294 | Time: 2696.16 ms [2021-04-22 19:46:33 main:574] : INFO : Epoch 1600 | loss: 0.0312273 | val_loss: 0.0312288 | Time: 2699.12 ms [2021-04-22 19:46:36 main:574] : INFO : Epoch 1601 | loss: 0.0312273 | val_loss: 0.0312301 | Time: 2697.68 ms [2021-04-22 19:46:39 main:574] : INFO : Epoch 1602 | loss: 0.0312287 | val_loss: 0.0312303 | Time: 2701.66 ms [2021-04-22 19:46:41 main:574] : INFO : Epoch 1603 | loss: 0.031227 | val_loss: 0.0312296 | Time: 2697.22 ms [2021-04-22 19:46:44 main:574] : INFO : Epoch 1604 | loss: 0.0312278 | val_loss: 0.0312292 | Time: 2697.41 ms [2021-04-22 19:46:47 main:574] : INFO : Epoch 1605 | loss: 0.0312272 | val_loss: 0.0312288 | Time: 2700.18 ms [2021-04-22 19:46:50 main:574] : INFO : Epoch 1606 | loss: 0.0312288 | val_loss: 0.0312287 | Time: 2697.29 ms [2021-04-22 19:46:52 main:574] : INFO : Epoch 1607 | loss: 0.0312286 | val_loss: 0.0312286 | Time: 2699.51 ms [2021-04-22 19:46:55 main:574] : INFO : Epoch 1608 | loss: 0.0312293 | val_loss: 0.0312293 | Time: 2697.12 ms [2021-04-22 19:46:58 main:574] : INFO : Epoch 1609 | loss: 0.0312264 | val_loss: 0.0312291 | Time: 2700.59 ms [2021-04-22 19:47:01 main:574] : INFO : Epoch 1610 | loss: 0.0312262 | val_loss: 0.0312296 | Time: 2697.7 ms [2021-04-22 19:47:03 main:574] : INFO : Epoch 1611 | loss: 0.0312264 | val_loss: 0.0312299 | Time: 2696.55 ms [2021-04-22 19:47:06 main:574] : INFO : Epoch 1612 | loss: 0.0312292 | val_loss: 0.0312443 | Time: 2698.63 ms [2021-04-22 19:47:09 main:574] : INFO : Epoch 1613 | loss: 0.0312355 | val_loss: 0.0312309 | Time: 2698.47 ms [2021-04-22 19:47:11 main:574] : INFO : Epoch 1614 | loss: 0.0312321 | val_loss: 0.0312328 | Time: 2699.38 ms [2021-04-22 19:47:14 main:574] : INFO : Epoch 1615 | loss: 0.031229 | val_loss: 0.0312319 | Time: 2695.32 ms [2021-04-22 19:47:17 main:574] : INFO : Epoch 1616 | loss: 0.0312292 | val_loss: 0.0312304 | Time: 2701.69 ms [2021-04-22 19:47:20 main:574] : INFO : Epoch 1617 | loss: 0.0312283 | val_loss: 0.0312306 | Time: 2696.7 ms [2021-04-22 19:47:22 main:574] : INFO : Epoch 1618 | loss: 0.0312294 | val_loss: 0.0312298 | Time: 2695.87 ms [2021-04-22 19:47:25 main:574] : INFO : Epoch 1619 | loss: 0.03123 | val_loss: 0.0312321 | Time: 2698.58 ms [2021-04-22 19:47:28 main:574] : INFO : Epoch 1620 | loss: 0.0312312 | val_loss: 0.031231 | Time: 2695.26 ms [2021-04-22 19:47:30 main:574] : INFO : Epoch 1621 | loss: 0.0312288 | val_loss: 0.03123 | Time: 2698.94 ms [2021-04-22 19:47:33 main:574] : INFO : Epoch 1622 | loss: 0.0312288 | val_loss: 0.0312296 | Time: 2696.15 ms [2021-04-22 19:47:36 main:574] : INFO : Epoch 1623 | loss: 0.0312283 | val_loss: 0.0312295 | Time: 2701.41 ms [2021-04-22 19:47:39 main:574] : INFO : Epoch 1624 | loss: 0.0312299 | val_loss: 0.0312295 | Time: 2697.58 ms [2021-04-22 19:47:41 main:574] : INFO : Epoch 1625 | loss: 0.0312287 | val_loss: 0.0312293 | Time: 2696.51 ms [2021-04-22 19:47:44 main:574] : INFO : Epoch 1626 | loss: 0.031228 | val_loss: 0.0312301 | Time: 2698.17 ms [2021-04-22 19:47:47 main:574] : INFO : Epoch 1627 | loss: 0.0312275 | val_loss: 0.0312291 | Time: 2696.76 ms [2021-04-22 19:47:49 main:574] : INFO : Epoch 1628 | loss: 0.0312272 | val_loss: 0.0312301 | Time: 2699.69 ms [2021-04-22 19:47:52 main:574] : INFO : Epoch 1629 | loss: 0.0312276 | val_loss: 0.0312302 | Time: 2696.51 ms [2021-04-22 19:47:55 main:574] : INFO : Epoch 1630 | loss: 0.0312285 | val_loss: 0.0312336 | Time: 2702.48 ms [2021-04-22 19:47:58 main:574] : INFO : Epoch 1631 | loss: 0.0312306 | val_loss: 0.0312377 | Time: 2696.65 ms [2021-04-22 19:48:00 main:574] : INFO : Epoch 1632 | loss: 0.0312296 | val_loss: 0.0312296 | Time: 2697.54 ms [2021-04-22 19:48:03 main:574] : INFO : Epoch 1633 | loss: 0.0312275 | val_loss: 0.0312303 | Time: 2697.88 ms [2021-04-22 19:48:06 main:574] : INFO : Epoch 1634 | loss: 0.0312282 | val_loss: 0.0312312 | Time: 2699.04 ms [2021-04-22 19:48:08 main:574] : INFO : Epoch 1635 | loss: 0.0312286 | val_loss: 0.0312302 | Time: 2699.27 ms [2021-04-22 19:48:11 main:574] : INFO : Epoch 1636 | loss: 0.0312277 | val_loss: 0.0312303 | Time: 2694.93 ms [2021-04-22 19:48:14 main:574] : INFO : Epoch 1637 | loss: 0.0312283 | val_loss: 0.031229 | Time: 2699.88 ms [2021-04-22 19:48:17 main:574] : INFO : Epoch 1638 | loss: 0.0312266 | val_loss: 0.0312289 | Time: 2697.92 ms [2021-04-22 19:48:19 main:574] : INFO : Epoch 1639 | loss: 0.0312269 | val_loss: 0.0312294 | Time: 2696.43 ms [2021-04-22 19:48:22 main:574] : INFO : Epoch 1640 | loss: 0.0312279 | val_loss: 0.0312319 | Time: 2698.56 ms [2021-04-22 19:48:25 main:574] : INFO : Epoch 1641 | loss: 0.0312274 | val_loss: 0.0312303 | Time: 2699.09 ms [2021-04-22 19:48:27 main:574] : INFO : Epoch 1642 | loss: 0.0312272 | val_loss: 0.0312288 | Time: 2699.51 ms [2021-04-22 19:48:30 main:574] : INFO : Epoch 1643 | loss: 0.0312272 | val_loss: 0.0312298 | Time: 2694.73 ms [2021-04-22 19:48:33 main:574] : INFO : Epoch 1644 | loss: 0.0312279 | val_loss: 0.0312286 | Time: 2699.27 ms [2021-04-22 19:48:36 main:574] : INFO : Epoch 1645 | loss: 0.0312268 | val_loss: 0.0312311 | Time: 2695.07 ms [2021-04-22 19:48:38 main:574] : INFO : Epoch 1646 | loss: 0.0312275 | val_loss: 0.0312286 | Time: 2694.35 ms [2021-04-22 19:48:41 main:574] : INFO : Epoch 1647 | loss: 0.0312295 | val_loss: 0.031229 | Time: 2695.11 ms [2021-04-22 19:48:44 main:574] : INFO : Epoch 1648 | loss: 0.0312274 | val_loss: 0.0312302 | Time: 2693.09 ms [2021-04-22 19:48:46 main:574] : INFO : Epoch 1649 | loss: 0.0312273 | val_loss: 0.0312313 | Time: 2696.66 ms [2021-04-22 19:48:49 main:574] : INFO : Epoch 1650 | loss: 0.0312282 | val_loss: 0.0312283 | Time: 2694.76 ms [2021-04-22 19:48:52 main:574] : INFO : Epoch 1651 | loss: 0.0312289 | val_loss: 0.0312334 | Time: 2697.53 ms [2021-04-22 19:48:55 main:574] : INFO : Epoch 1652 | loss: 0.031228 | val_loss: 0.0312288 | Time: 2694.28 ms [2021-04-22 19:48:57 main:574] : INFO : Epoch 1653 | loss: 0.0312268 | val_loss: 0.0312284 | Time: 2694.86 ms [2021-04-22 19:49:00 main:574] : INFO : Epoch 1654 | loss: 0.0312271 | val_loss: 0.0312299 | Time: 2696.38 ms [2021-04-22 19:49:03 main:574] : INFO : Epoch 1655 | loss: 0.0312271 | val_loss: 0.0312291 | Time: 2694.91 ms [2021-04-22 19:49:05 main:574] : INFO : Epoch 1656 | loss: 0.0312287 | val_loss: 0.0312278 | Time: 2695.17 ms [2021-04-22 19:49:08 main:574] : INFO : Epoch 1657 | loss: 0.0312269 | val_loss: 0.0312283 | Time: 2694.02 ms [2021-04-22 19:49:11 main:574] : INFO : Epoch 1658 | loss: 0.0312269 | val_loss: 0.031228 | Time: 2696.86 ms [2021-04-22 19:49:14 main:574] : INFO : Epoch 1659 | loss: 0.0312264 | val_loss: 0.0312282 | Time: 2692.95 ms [2021-04-22 19:49:16 main:574] : INFO : Epoch 1660 | loss: 0.0312267 | val_loss: 0.0312291 | Time: 2696.04 ms [2021-04-22 19:49:19 main:574] : INFO : Epoch 1661 | loss: 0.0312265 | val_loss: 0.0312282 | Time: 2711.25 ms [2021-04-22 19:49:22 main:574] : INFO : Epoch 1662 | loss: 0.0312262 | val_loss: 0.0312284 | Time: 2695.52 ms [2021-04-22 19:49:25 main:574] : INFO : Epoch 1663 | loss: 0.0312264 | val_loss: 0.0312276 | Time: 2696.44 ms [2021-04-22 19:49:27 main:574] : INFO : Epoch 1664 | loss: 0.031226 | val_loss: 0.0312312 | Time: 2694.54 ms [2021-04-22 19:49:30 main:574] : INFO : Epoch 1665 | loss: 0.0312267 | val_loss: 0.0312286 | Time: 2696.93 ms [2021-04-22 19:49:33 main:574] : INFO : Epoch 1666 | loss: 0.0312263 | val_loss: 0.0312283 | Time: 2695.55 ms [2021-04-22 19:49:35 main:574] : INFO : Epoch 1667 | loss: 0.0312267 | val_loss: 0.0312275 | Time: 2694.64 ms [2021-04-22 19:49:38 main:574] : INFO : Epoch 1668 | loss: 0.0312263 | val_loss: 0.0312335 | Time: 2696.04 ms [2021-04-22 19:49:41 main:574] : INFO : Epoch 1669 | loss: 0.031228 | val_loss: 0.031228 | Time: 2695.48 ms [2021-04-22 19:49:44 main:574] : INFO : Epoch 1670 | loss: 0.0312266 | val_loss: 0.0312299 | Time: 2696.05 ms [2021-04-22 19:49:46 main:574] : INFO : Epoch 1671 | loss: 0.0312271 | val_loss: 0.0312299 | Time: 2695.48 ms [2021-04-22 19:49:49 main:574] : INFO : Epoch 1672 | loss: 0.0312277 | val_loss: 0.0312288 | Time: 2697.57 ms [2021-04-22 19:49:52 main:574] : INFO : Epoch 1673 | loss: 0.0312277 | val_loss: 0.0312291 | Time: 2694.06 ms [2021-04-22 19:49:54 main:574] : INFO : Epoch 1674 | loss: 0.0312267 | val_loss: 0.0312286 | Time: 2696.44 ms [2021-04-22 19:49:57 main:574] : INFO : Epoch 1675 | loss: 0.0312279 | val_loss: 0.0312279 | Time: 2696 ms [2021-04-22 19:50:00 main:574] : INFO : Epoch 1676 | loss: 0.0312272 | val_loss: 0.0312278 | Time: 2696.6 ms [2021-04-22 19:50:03 main:574] : INFO : Epoch 1677 | loss: 0.0312266 | val_loss: 0.03123 | Time: 2695.7 ms [2021-04-22 19:50:05 main:574] : INFO : Epoch 1678 | loss: 0.0312267 | val_loss: 0.031228 | Time: 2696.69 ms [2021-04-22 19:50:08 main:574] : INFO : Epoch 1679 | loss: 0.0312265 | val_loss: 0.031229 | Time: 2697.24 ms [2021-04-22 19:50:11 main:574] : INFO : Epoch 1680 | loss: 0.0312272 | val_loss: 0.0312321 | Time: 2694 ms [2021-04-22 19:50:13 main:574] : INFO : Epoch 1681 | loss: 0.0312282 | val_loss: 0.0312319 | Time: 2695.48 ms [2021-04-22 19:50:16 main:574] : INFO : Epoch 1682 | loss: 0.0312285 | val_loss: 0.0312288 | Time: 2700.01 ms [2021-04-22 19:50:19 main:574] : INFO : Epoch 1683 | loss: 0.0312276 | val_loss: 0.0312288 | Time: 2698.21 ms [2021-04-22 19:50:22 main:574] : INFO : Epoch 1684 | loss: 0.0312259 | val_loss: 0.0312294 | Time: 2701.34 ms [2021-04-22 19:50:24 main:574] : INFO : Epoch 1685 | loss: 0.0312259 | val_loss: 0.0312292 | Time: 2695.38 ms [2021-04-22 19:50:27 main:574] : INFO : Epoch 1686 | loss: 0.0312281 | val_loss: 0.0312376 | Time: 2694.68 ms [2021-04-22 19:50:30 main:574] : INFO : Epoch 1687 | loss: 0.0312284 | val_loss: 0.0312285 | Time: 2697.37 ms [2021-04-22 19:50:32 main:574] : INFO : Epoch 1688 | loss: 0.0312258 | val_loss: 0.0312284 | Time: 2697.16 ms [2021-04-22 19:50:35 main:574] : INFO : Epoch 1689 | loss: 0.0312253 | val_loss: 0.0312286 | Time: 2702.28 ms [2021-04-22 19:50:38 main:574] : INFO : Epoch 1690 | loss: 0.031227 | val_loss: 0.031233 | Time: 2698.47 ms [2021-04-22 19:50:41 main:574] : INFO : Epoch 1691 | loss: 0.0312288 | val_loss: 0.0312292 | Time: 2699.12 ms [2021-04-22 19:50:43 main:574] : INFO : Epoch 1692 | loss: 0.0312269 | val_loss: 0.0312289 | Time: 2695.99 ms [2021-04-22 19:50:46 main:574] : INFO : Epoch 1693 | loss: 0.031227 | val_loss: 0.0312333 | Time: 2695.56 ms [2021-04-22 19:50:49 main:574] : INFO : Epoch 1694 | loss: 0.0312303 | val_loss: 0.031229 | Time: 2698.99 ms [2021-04-22 19:50:51 main:574] : INFO : Epoch 1695 | loss: 0.0312294 | val_loss: 0.0312332 | Time: 2697.29 ms [2021-04-22 19:50:54 main:574] : INFO : Epoch 1696 | loss: 0.0312277 | val_loss: 0.0312291 | Time: 2698.99 ms [2021-04-22 19:50:57 main:574] : INFO : Epoch 1697 | loss: 0.0312267 | val_loss: 0.0312282 | Time: 2696.2 ms [2021-04-22 19:51:00 main:574] : INFO : Epoch 1698 | loss: 0.0312257 | val_loss: 0.0312297 | Time: 2700.22 ms [2021-04-22 19:51:02 main:574] : INFO : Epoch 1699 | loss: 0.0312262 | val_loss: 0.0312278 | Time: 2697.68 ms [2021-04-22 19:51:05 main:574] : INFO : Epoch 1700 | loss: 0.0312255 | val_loss: 0.0312279 | Time: 2694.85 ms [2021-04-22 19:51:08 main:574] : INFO : Epoch 1701 | loss: 0.0312253 | val_loss: 0.0312308 | Time: 2698.02 ms [2021-04-22 19:51:10 main:574] : INFO : Epoch 1702 | loss: 0.0312274 | val_loss: 0.0312334 | Time: 2697.99 ms [2021-04-22 19:51:13 main:574] : INFO : Epoch 1703 | loss: 0.0312299 | val_loss: 0.0312314 | Time: 2699.96 ms [2021-04-22 19:51:16 main:574] : INFO : Epoch 1704 | loss: 0.0312278 | val_loss: 0.0312275 | Time: 2696.8 ms [2021-04-22 19:51:19 main:574] : INFO : Epoch 1705 | loss: 0.0312259 | val_loss: 0.0312275 | Time: 2699.2 ms [2021-04-22 19:51:21 main:574] : INFO : Epoch 1706 | loss: 0.031226 | val_loss: 0.0312287 | Time: 2696.44 ms [2021-04-22 19:51:24 main:574] : INFO : Epoch 1707 | loss: 0.0312259 | val_loss: 0.0312287 | Time: 2695 ms [2021-04-22 19:51:27 main:574] : INFO : Epoch 1708 | loss: 0.0312255 | val_loss: 0.0312284 | Time: 2697.77 ms [2021-04-22 19:51:29 main:574] : INFO : Epoch 1709 | loss: 0.0312265 | val_loss: 0.0312285 | Time: 2696.57 ms [2021-04-22 19:51:32 main:574] : INFO : Epoch 1710 | loss: 0.0312265 | val_loss: 0.0312287 | Time: 2699.33 ms [2021-04-22 19:51:35 main:574] : INFO : Epoch 1711 | loss: 0.0312266 | val_loss: 0.0312272 | Time: 2696.91 ms [2021-04-22 19:51:38 main:574] : INFO : Epoch 1712 | loss: 0.0312267 | val_loss: 0.0312269 | Time: 2700.04 ms [2021-04-22 19:51:40 main:574] : INFO : Epoch 1713 | loss: 0.0312256 | val_loss: 0.0312282 | Time: 2698.15 ms [2021-04-22 19:51:43 main:574] : INFO : Epoch 1714 | loss: 0.0312279 | val_loss: 0.0312355 | Time: 2696.37 ms [2021-04-22 19:51:46 main:574] : INFO : Epoch 1715 | loss: 0.0312312 | val_loss: 0.031236 | Time: 2699.89 ms [2021-04-22 19:51:48 main:574] : INFO : Epoch 1716 | loss: 0.0312304 | val_loss: 0.0312336 | Time: 2695.81 ms [2021-04-22 19:51:51 main:574] : INFO : Epoch 1717 | loss: 0.0312308 | val_loss: 0.031235 | Time: 2695.88 ms [2021-04-22 19:51:54 main:574] : INFO : Epoch 1718 | loss: 0.0312319 | val_loss: 0.0312322 | Time: 2701.19 ms [2021-04-22 19:51:57 main:574] : INFO : Epoch 1719 | loss: 0.0312273 | val_loss: 0.0312292 | Time: 2696.69 ms [2021-04-22 19:51:59 main:574] : INFO : Epoch 1720 | loss: 0.0312268 | val_loss: 0.0312296 | Time: 2696.59 ms [2021-04-22 19:52:02 main:574] : INFO : Epoch 1721 | loss: 0.0312265 | val_loss: 0.0312294 | Time: 2699.38 ms [2021-04-22 19:52:05 main:574] : INFO : Epoch 1722 | loss: 0.0312273 | val_loss: 0.0312292 | Time: 2696.37 ms [2021-04-22 19:52:08 main:574] : INFO : Epoch 1723 | loss: 0.031229 | val_loss: 0.0312302 | Time: 2699.95 ms [2021-04-22 19:52:10 main:574] : INFO : Epoch 1724 | loss: 0.0312285 | val_loss: 0.0312344 | Time: 2697.92 ms [2021-04-22 19:52:13 main:574] : INFO : Epoch 1725 | loss: 0.0312294 | val_loss: 0.0312313 | Time: 2699.44 ms [2021-04-22 19:52:16 main:574] : INFO : Epoch 1726 | loss: 0.0312272 | val_loss: 0.0312301 | Time: 2698.41 ms [2021-04-22 19:52:18 main:574] : INFO : Epoch 1727 | loss: 0.0312272 | val_loss: 0.0312288 | Time: 2695.59 ms [2021-04-22 19:52:21 main:574] : INFO : Epoch 1728 | loss: 0.0312288 | val_loss: 0.0312291 | Time: 2696.17 ms [2021-04-22 19:52:24 main:574] : INFO : Epoch 1729 | loss: 0.0312268 | val_loss: 0.0312283 | Time: 2699.13 ms [2021-04-22 19:52:27 main:574] : INFO : Epoch 1730 | loss: 0.0312266 | val_loss: 0.0312297 | Time: 2697.14 ms [2021-04-22 19:52:29 main:574] : INFO : Epoch 1731 | loss: 0.0312265 | val_loss: 0.0312293 | Time: 2700.73 ms [2021-04-22 19:52:32 main:574] : INFO : Epoch 1732 | loss: 0.0312263 | val_loss: 0.0312286 | Time: 2699 ms [2021-04-22 19:52:35 main:574] : INFO : Epoch 1733 | loss: 0.0312288 | val_loss: 0.0312305 | Time: 2695.47 ms [2021-04-22 19:52:37 main:574] : INFO : Epoch 1734 | loss: 0.0312267 | val_loss: 0.0312287 | Time: 2700.62 ms [2021-04-22 19:52:40 main:574] : INFO : Epoch 1735 | loss: 0.0312259 | val_loss: 0.0312286 | Time: 2696.51 ms [2021-04-22 19:52:43 main:574] : INFO : Epoch 1736 | loss: 0.0312257 | val_loss: 0.031231 | Time: 2695.13 ms [2021-04-22 19:52:46 main:574] : INFO : Epoch 1737 | loss: 0.0312281 | val_loss: 0.0312283 | Time: 2694.99 ms [2021-04-22 19:52:48 main:574] : INFO : Epoch 1738 | loss: 0.0312267 | val_loss: 0.0312287 | Time: 2695.99 ms [2021-04-22 19:52:51 main:574] : INFO : Epoch 1739 | loss: 0.0312262 | val_loss: 0.0312286 | Time: 2696.12 ms [2021-04-22 19:52:54 main:574] : INFO : Epoch 1740 | loss: 0.0312271 | val_loss: 0.0312292 | Time: 2699.51 ms [2021-04-22 19:52:56 main:574] : INFO : Epoch 1741 | loss: 0.0312274 | val_loss: 0.0312281 | Time: 2695.72 ms [2021-04-22 19:52:59 main:574] : INFO : Epoch 1742 | loss: 0.0312278 | val_loss: 0.031228 | Time: 2694.21 ms [2021-04-22 19:53:02 main:574] : INFO : Epoch 1743 | loss: 0.0312266 | val_loss: 0.0312281 | Time: 2696.95 ms [2021-04-22 19:53:05 main:574] : INFO : Epoch 1744 | loss: 0.0312299 | val_loss: 0.0312286 | Time: 2700.01 ms [2021-04-22 19:53:07 main:574] : INFO : Epoch 1745 | loss: 0.0312263 | val_loss: 0.0312303 | Time: 2697.23 ms [2021-04-22 19:53:10 main:574] : INFO : Epoch 1746 | loss: 0.0312275 | val_loss: 0.0312304 | Time: 2694.86 ms [2021-04-22 19:53:13 main:574] : INFO : Epoch 1747 | loss: 0.0312258 | val_loss: 0.031229 | Time: 2695.08 ms [2021-04-22 19:53:15 main:574] : INFO : Epoch 1748 | loss: 0.0312259 | val_loss: 0.0312304 | Time: 2696.26 ms [2021-04-22 19:53:18 main:574] : INFO : Epoch 1749 | loss: 0.0312299 | val_loss: 0.031229 | Time: 2692.8 ms [2021-04-22 19:53:21 main:574] : INFO : Epoch 1750 | loss: 0.0312272 | val_loss: 0.0312294 | Time: 2701.05 ms [2021-04-22 19:53:24 main:574] : INFO : Epoch 1751 | loss: 0.0312256 | val_loss: 0.0312298 | Time: 2696.65 ms [2021-04-22 19:53:26 main:574] : INFO : Epoch 1752 | loss: 0.0312257 | val_loss: 0.0312292 | Time: 2700.41 ms [2021-04-22 19:53:29 main:574] : INFO : Epoch 1753 | loss: 0.0312251 | val_loss: 0.0312285 | Time: 2700.14 ms [2021-04-22 19:53:32 main:574] : INFO : Epoch 1754 | loss: 0.0312256 | val_loss: 0.0312284 | Time: 2700.28 ms [2021-04-22 19:53:35 main:574] : INFO : Epoch 1755 | loss: 0.0312258 | val_loss: 0.0312286 | Time: 2699.01 ms [2021-04-22 19:53:37 main:574] : INFO : Epoch 1756 | loss: 0.0312262 | val_loss: 0.0312282 | Time: 2697.42 ms [2021-04-22 19:53:40 main:574] : INFO : Epoch 1757 | loss: 0.0312252 | val_loss: 0.0312287 | Time: 2696.91 ms [2021-04-22 19:53:43 main:574] : INFO : Epoch 1758 | loss: 0.0312257 | val_loss: 0.0312291 | Time: 2695.22 ms [2021-04-22 19:53:45 main:574] : INFO : Epoch 1759 | loss: 0.0312276 | val_loss: 0.0312314 | Time: 2700 ms [2021-04-22 19:53:48 main:574] : INFO : Epoch 1760 | loss: 0.0312261 | val_loss: 0.0312285 | Time: 2716.36 ms [2021-04-22 19:53:51 main:574] : INFO : Epoch 1761 | loss: 0.0312248 | val_loss: 0.0312284 | Time: 2699.94 ms [2021-04-22 19:53:54 main:574] : INFO : Epoch 1762 | loss: 0.0312274 | val_loss: 0.0312324 | Time: 2697.58 ms [2021-04-22 19:53:56 main:574] : INFO : Epoch 1763 | loss: 0.0312262 | val_loss: 0.0312299 | Time: 2696.74 ms [2021-04-22 19:53:59 main:574] : INFO : Epoch 1764 | loss: 0.0312273 | val_loss: 0.0312284 | Time: 2707.79 ms [2021-04-22 19:54:02 main:574] : INFO : Epoch 1765 | loss: 0.0312275 | val_loss: 0.0312289 | Time: 2697.01 ms [2021-04-22 19:54:04 main:574] : INFO : Epoch 1766 | loss: 0.0312269 | val_loss: 0.0312289 | Time: 2699.62 ms [2021-04-22 19:54:07 main:574] : INFO : Epoch 1767 | loss: 0.0312283 | val_loss: 0.0312295 | Time: 2700.8 ms [2021-04-22 19:54:10 main:574] : INFO : Epoch 1768 | loss: 0.0312293 | val_loss: 0.0312293 | Time: 2697.73 ms [2021-04-22 19:54:13 main:574] : INFO : Epoch 1769 | loss: 0.0312297 | val_loss: 0.031236 | Time: 2699.25 ms [2021-04-22 19:54:15 main:574] : INFO : Epoch 1770 | loss: 0.0312286 | val_loss: 0.0312321 | Time: 2699.51 ms [2021-04-22 19:54:18 main:574] : INFO : Epoch 1771 | loss: 0.0312272 | val_loss: 0.0312285 | Time: 2696.22 ms [2021-04-22 19:54:21 main:574] : INFO : Epoch 1772 | loss: 0.031227 | val_loss: 0.0312301 | Time: 2699.13 ms [2021-04-22 19:54:23 main:574] : INFO : Epoch 1773 | loss: 0.0312275 | val_loss: 0.0312288 | Time: 2697.49 ms [2021-04-22 19:54:26 main:574] : INFO : Epoch 1774 | loss: 0.0312286 | val_loss: 0.0312293 | Time: 2701.56 ms [2021-04-22 19:54:29 main:574] : INFO : Epoch 1775 | loss: 0.0312266 | val_loss: 0.0312282 | Time: 2696.71 ms [2021-04-22 19:54:32 main:574] : INFO : Epoch 1776 | loss: 0.0312258 | val_loss: 0.0312287 | Time: 2696.58 ms [2021-04-22 19:54:34 main:574] : INFO : Epoch 1777 | loss: 0.0312263 | val_loss: 0.0312292 | Time: 2699.01 ms [2021-04-22 19:54:37 main:574] : INFO : Epoch 1778 | loss: 0.0312277 | val_loss: 0.0312297 | Time: 2697.54 ms [2021-04-22 19:54:40 main:574] : INFO : Epoch 1779 | loss: 0.0312278 | val_loss: 0.0312286 | Time: 2698.72 ms [2021-04-22 19:54:43 main:574] : INFO : Epoch 1780 | loss: 0.0312259 | val_loss: 0.0312285 | Time: 2698.06 ms [2021-04-22 19:54:45 main:574] : INFO : Epoch 1781 | loss: 0.0312259 | val_loss: 0.031229 | Time: 2696.85 ms [2021-04-22 19:54:48 main:574] : INFO : Epoch 1782 | loss: 0.0312273 | val_loss: 0.031231 | Time: 2699.93 ms [2021-04-22 19:54:51 main:574] : INFO : Epoch 1783 | loss: 0.0312275 | val_loss: 0.0312289 | Time: 2698.15 ms [2021-04-22 19:54:53 main:574] : INFO : Epoch 1784 | loss: 0.0312266 | val_loss: 0.0312284 | Time: 2698.05 ms [2021-04-22 19:54:56 main:574] : INFO : Epoch 1785 | loss: 0.0312264 | val_loss: 0.0312288 | Time: 2695.87 ms [2021-04-22 19:54:59 main:574] : INFO : Epoch 1786 | loss: 0.0312263 | val_loss: 0.0312278 | Time: 2697.23 ms [2021-04-22 19:55:02 main:574] : INFO : Epoch 1787 | loss: 0.0312267 | val_loss: 0.0312333 | Time: 2699.04 ms [2021-04-22 19:55:04 main:574] : INFO : Epoch 1788 | loss: 0.0312288 | val_loss: 0.031238 | Time: 2698.78 ms [2021-04-22 19:55:07 main:574] : INFO : Epoch 1789 | loss: 0.0312323 | val_loss: 0.0312321 | Time: 2697.25 ms [2021-04-22 19:55:10 main:574] : INFO : Epoch 1790 | loss: 0.0312261 | val_loss: 0.0312282 | Time: 2697.42 ms [2021-04-22 19:55:12 main:574] : INFO : Epoch 1791 | loss: 0.0312262 | val_loss: 0.0312282 | Time: 2699.27 ms [2021-04-22 19:55:15 main:574] : INFO : Epoch 1792 | loss: 0.031226 | val_loss: 0.0312271 | Time: 2690.99 ms [2021-04-22 19:55:18 main:574] : INFO : Epoch 1793 | loss: 0.0312252 | val_loss: 0.0312284 | Time: 2692.9 ms [2021-04-22 19:55:21 main:574] : INFO : Epoch 1794 | loss: 0.031227 | val_loss: 0.0312293 | Time: 2693.09 ms [2021-04-22 19:55:23 main:574] : INFO : Epoch 1795 | loss: 0.0312255 | val_loss: 0.0312271 | Time: 2691.15 ms [2021-04-22 19:55:26 main:574] : INFO : Epoch 1796 | loss: 0.0312257 | val_loss: 0.031228 | Time: 2691.11 ms [2021-04-22 19:55:29 main:574] : INFO : Epoch 1797 | loss: 0.0312271 | val_loss: 0.0312274 | Time: 2692.03 ms [2021-04-22 19:55:31 main:574] : INFO : Epoch 1798 | loss: 0.0312267 | val_loss: 0.0312303 | Time: 2695.02 ms [2021-04-22 19:55:34 main:574] : INFO : Epoch 1799 | loss: 0.0312266 | val_loss: 0.0312271 | Time: 2696.82 ms [2021-04-22 19:55:37 main:574] : INFO : Epoch 1800 | loss: 0.0312253 | val_loss: 0.031228 | Time: 2693.35 ms [2021-04-22 19:55:40 main:574] : INFO : Epoch 1801 | loss: 0.0312273 | val_loss: 0.0312315 | Time: 2691.67 ms [2021-04-22 19:55:42 main:574] : INFO : Epoch 1802 | loss: 0.0312289 | val_loss: 0.0312391 | Time: 2693.06 ms [2021-04-22 19:55:45 main:574] : INFO : Epoch 1803 | loss: 0.0312299 | val_loss: 0.0312284 | Time: 2690.28 ms [2021-04-22 19:55:48 main:574] : INFO : Epoch 1804 | loss: 0.0312263 | val_loss: 0.031229 | Time: 2693.79 ms [2021-04-22 19:55:50 main:574] : INFO : Epoch 1805 | loss: 0.031226 | val_loss: 0.031227 | Time: 2694.63 ms [2021-04-22 19:55:53 main:574] : INFO : Epoch 1806 | loss: 0.0312252 | val_loss: 0.0312276 | Time: 2689.91 ms [2021-04-22 19:55:56 main:574] : INFO : Epoch 1807 | loss: 0.031226 | val_loss: 0.0312276 | Time: 2693.67 ms [2021-04-22 19:55:59 main:574] : INFO : Epoch 1808 | loss: 0.0312254 | val_loss: 0.0312276 | Time: 2694.64 ms [2021-04-22 19:56:01 main:574] : INFO : Epoch 1809 | loss: 0.0312269 | val_loss: 0.0312387 | Time: 2691.07 ms [2021-04-22 19:56:04 main:574] : INFO : Epoch 1810 | loss: 0.0312278 | val_loss: 0.0312278 | Time: 2694.5 ms [2021-04-22 19:56:07 main:574] : INFO : Epoch 1811 | loss: 0.0312253 | val_loss: 0.0312277 | Time: 2695.97 ms [2021-04-22 19:56:09 main:574] : INFO : Epoch 1812 | loss: 0.0312254 | val_loss: 0.0312283 | Time: 2694.11 ms [2021-04-22 19:56:12 main:574] : INFO : Epoch 1813 | loss: 0.0312256 | val_loss: 0.0312272 | Time: 2691.65 ms [2021-04-22 19:56:15 main:574] : INFO : Epoch 1814 | loss: 0.0312275 | val_loss: 0.0312286 | Time: 2693.25 ms [2021-04-22 19:56:18 main:574] : INFO : Epoch 1815 | loss: 0.0312263 | val_loss: 0.0312308 | Time: 2696.37 ms [2021-04-22 19:56:20 main:574] : INFO : Epoch 1816 | loss: 0.0312282 | val_loss: 0.0312295 | Time: 2695.73 ms [2021-04-22 19:56:23 main:574] : INFO : Epoch 1817 | loss: 0.0312251 | val_loss: 0.0312304 | Time: 2698.9 ms [2021-04-22 19:56:26 main:574] : INFO : Epoch 1818 | loss: 0.031226 | val_loss: 0.0312272 | Time: 2699.1 ms [2021-04-22 19:56:28 main:574] : INFO : Epoch 1819 | loss: 0.0312254 | val_loss: 0.0312286 | Time: 2696.36 ms [2021-04-22 19:56:31 main:574] : INFO : Epoch 1820 | loss: 0.0312256 | val_loss: 0.0312273 | Time: 2696.42 ms [2021-04-22 19:56:34 main:574] : INFO : Epoch 1821 | loss: 0.0312243 | val_loss: 0.0312275 | Time: 2697.42 ms [2021-04-22 19:56:37 main:574] : INFO : Epoch 1822 | loss: 0.0312251 | val_loss: 0.0312286 | Time: 2698.81 ms [2021-04-22 19:56:39 main:574] : INFO : Epoch 1823 | loss: 0.0312258 | val_loss: 0.0312273 | Time: 2695.4 ms [2021-04-22 19:56:42 main:574] : INFO : Epoch 1824 | loss: 0.0312244 | val_loss: 0.0312297 | Time: 2704.17 ms [2021-04-22 19:56:45 main:574] : INFO : Epoch 1825 | loss: 0.0312247 | val_loss: 0.0312274 | Time: 2698.68 ms [2021-04-22 19:56:47 main:574] : INFO : Epoch 1826 | loss: 0.0312263 | val_loss: 0.0312298 | Time: 2696.32 ms [2021-04-22 19:56:50 main:574] : INFO : Epoch 1827 | loss: 0.0312243 | val_loss: 0.0312272 | Time: 2696.24 ms [2021-04-22 19:56:53 main:574] : INFO : Epoch 1828 | loss: 0.0312244 | val_loss: 0.031227 | Time: 2697.84 ms [2021-04-22 19:56:56 main:574] : INFO : Epoch 1829 | loss: 0.0312246 | val_loss: 0.0312295 | Time: 2697.99 ms [2021-04-22 19:56:58 main:574] : INFO : Epoch 1830 | loss: 0.0312255 | val_loss: 0.0312293 | Time: 2696.33 ms [2021-04-22 19:57:01 main:574] : INFO : Epoch 1831 | loss: 0.0312247 | val_loss: 0.0312317 | Time: 2698.08 ms [2021-04-22 19:57:04 main:574] : INFO : Epoch 1832 | loss: 0.0312257 | val_loss: 0.0312274 | Time: 2697.37 ms [2021-04-22 19:57:06 main:574] : INFO : Epoch 1833 | loss: 0.0312266 | val_loss: 0.0312288 | Time: 2695.93 ms [2021-04-22 19:57:09 main:574] : INFO : Epoch 1834 | loss: 0.0312266 | val_loss: 0.0312285 | Time: 2700.06 ms [2021-04-22 19:57:12 main:574] : INFO : Epoch 1835 | loss: 0.0312255 | val_loss: 0.0312275 | Time: 2700.3 ms [2021-04-22 19:57:15 main:574] : INFO : Epoch 1836 | loss: 0.0312252 | val_loss: 0.031228 | Time: 2703.32 ms [2021-04-22 19:57:17 main:574] : INFO : Epoch 1837 | loss: 0.0312268 | val_loss: 0.0312319 | Time: 2701.89 ms [2021-04-22 19:57:20 main:574] : INFO : Epoch 1838 | loss: 0.0312254 | val_loss: 0.0312278 | Time: 2698.48 ms [2021-04-22 19:57:23 main:574] : INFO : Epoch 1839 | loss: 0.0312252 | val_loss: 0.0312316 | Time: 2705.21 ms [2021-04-22 19:57:26 main:574] : INFO : Epoch 1840 | loss: 0.0312257 | val_loss: 0.0312267 | Time: 2702.02 ms [2021-04-22 19:57:28 main:574] : INFO : Epoch 1841 | loss: 0.0312242 | val_loss: 0.0312273 | Time: 2717.97 ms [2021-04-22 19:57:31 main:574] : INFO : Epoch 1842 | loss: 0.0312238 | val_loss: 0.0312279 | Time: 2700.99 ms [2021-04-22 19:57:34 main:574] : INFO : Epoch 1843 | loss: 0.0312248 | val_loss: 0.031227 | Time: 2698.72 ms [2021-04-22 19:57:37 main:574] : INFO : Epoch 1844 | loss: 0.0312286 | val_loss: 0.0312302 | Time: 2703.18 ms [2021-04-22 19:57:39 main:574] : INFO : Epoch 1845 | loss: 0.0312263 | val_loss: 0.0312272 | Time: 2699.08 ms [2021-04-22 19:57:42 main:574] : INFO : Epoch 1846 | loss: 0.0312247 | val_loss: 0.0312272 | Time: 2702.23 ms [2021-04-22 19:57:45 main:574] : INFO : Epoch 1847 | loss: 0.0312254 | val_loss: 0.0312277 | Time: 2700.44 ms [2021-04-22 19:57:47 main:574] : INFO : Epoch 1848 | loss: 0.0312251 | val_loss: 0.0312289 | Time: 2700.57 ms [2021-04-22 19:57:50 main:574] : INFO : Epoch 1849 | loss: 0.0312239 | val_loss: 0.0312283 | Time: 2700.99 ms [2021-04-22 19:57:53 main:574] : INFO : Epoch 1850 | loss: 0.0312256 | val_loss: 0.0312285 | Time: 2699.49 ms [2021-04-22 19:57:56 main:574] : INFO : Epoch 1851 | loss: 0.0312274 | val_loss: 0.0312289 | Time: 2694.39 ms [2021-04-22 19:57:58 main:574] : INFO : Epoch 1852 | loss: 0.0312277 | val_loss: 0.0312295 | Time: 2694.28 ms [2021-04-22 19:58:01 main:574] : INFO : Epoch 1853 | loss: 0.0312262 | val_loss: 0.0312291 | Time: 2696.99 ms [2021-04-22 19:58:04 main:574] : INFO : Epoch 1854 | loss: 0.0312255 | val_loss: 0.0312278 | Time: 2691.89 ms [2021-04-22 19:58:06 main:574] : INFO : Epoch 1855 | loss: 0.0312251 | val_loss: 0.0312274 | Time: 2693.59 ms [2021-04-22 19:58:09 main:574] : INFO : Epoch 1856 | loss: 0.0312244 | val_loss: 0.0312277 | Time: 2695.54 ms [2021-04-22 19:58:12 main:574] : INFO : Epoch 1857 | loss: 0.0312252 | val_loss: 0.0312273 | Time: 2694.82 ms [2021-04-22 19:58:15 main:574] : INFO : Epoch 1858 | loss: 0.0312266 | val_loss: 0.0312269 | Time: 2697.02 ms [2021-04-22 19:58:17 main:574] : INFO : Epoch 1859 | loss: 0.0312238 | val_loss: 0.0312287 | Time: 2693.92 ms [2021-04-22 19:58:20 main:574] : INFO : Epoch 1860 | loss: 0.0312262 | val_loss: 0.0312283 | Time: 2699.08 ms [2021-04-22 19:58:23 main:574] : INFO : Epoch 1861 | loss: 0.0312247 | val_loss: 0.0312293 | Time: 2693.79 ms [2021-04-22 19:58:25 main:574] : INFO : Epoch 1862 | loss: 0.0312241 | val_loss: 0.0312269 | Time: 2692.36 ms [2021-04-22 19:58:28 main:574] : INFO : Epoch 1863 | loss: 0.0312247 | val_loss: 0.0312293 | Time: 2696.32 ms [2021-04-22 19:58:31 main:574] : INFO : Epoch 1864 | loss: 0.0312241 | val_loss: 0.0312277 | Time: 2695.49 ms [2021-04-22 19:58:34 main:574] : INFO : Epoch 1865 | loss: 0.0312247 | val_loss: 0.0312316 | Time: 2692.4 ms [2021-04-22 19:58:36 main:574] : INFO : Epoch 1866 | loss: 0.0312257 | val_loss: 0.0312306 | Time: 2694.5 ms [2021-04-22 19:58:39 main:574] : INFO : Epoch 1867 | loss: 0.031225 | val_loss: 0.0312262 | Time: 2697.97 ms [2021-04-22 19:58:42 main:574] : INFO : Epoch 1868 | loss: 0.0312244 | val_loss: 0.0312285 | Time: 2700.36 ms [2021-04-22 19:58:44 main:574] : INFO : Epoch 1869 | loss: 0.0312237 | val_loss: 0.0312277 | Time: 2696.27 ms [2021-04-22 19:58:47 main:574] : INFO : Epoch 1870 | loss: 0.0312253 | val_loss: 0.0312266 | Time: 2701.14 ms [2021-04-22 19:58:50 main:574] : INFO : Epoch 1871 | loss: 0.031226 | val_loss: 0.031235 | Time: 2701.63 ms [2021-04-22 19:58:53 main:574] : INFO : Epoch 1872 | loss: 0.0312266 | val_loss: 0.0312294 | Time: 2697.79 ms [2021-04-22 19:58:55 main:574] : INFO : Epoch 1873 | loss: 0.0312258 | val_loss: 0.0312263 | Time: 2703.68 ms [2021-04-22 19:58:58 main:574] : INFO : Epoch 1874 | loss: 0.0312252 | val_loss: 0.0312263 | Time: 2701.49 ms [2021-04-22 19:59:01 main:574] : INFO : Epoch 1875 | loss: 0.0312243 | val_loss: 0.0312279 | Time: 2701.24 ms [2021-04-22 19:59:04 main:574] : INFO : Epoch 1876 | loss: 0.0312235 | val_loss: 0.0312305 | Time: 2702.05 ms [2021-04-22 19:59:06 main:574] : INFO : Epoch 1877 | loss: 0.0312234 | val_loss: 0.0312284 | Time: 2700.45 ms [2021-04-22 19:59:09 main:574] : INFO : Epoch 1878 | loss: 0.031224 | val_loss: 0.0312278 | Time: 2701.04 ms [2021-04-22 19:59:12 main:574] : INFO : Epoch 1879 | loss: 0.0312255 | val_loss: 0.0312265 | Time: 2697.38 ms [2021-04-22 19:59:14 main:574] : INFO : Epoch 1880 | loss: 0.0312235 | val_loss: 0.0312274 | Time: 2701.44 ms [2021-04-22 19:59:17 main:574] : INFO : Epoch 1881 | loss: 0.0312245 | val_loss: 0.031227 | Time: 2703.31 ms [2021-04-22 19:59:20 main:574] : INFO : Epoch 1882 | loss: 0.0312259 | val_loss: 0.0312282 | Time: 2699.48 ms [2021-04-22 19:59:23 main:574] : INFO : Epoch 1883 | loss: 0.0312238 | val_loss: 0.0312277 | Time: 2703.91 ms [2021-04-22 19:59:25 main:574] : INFO : Epoch 1884 | loss: 0.0312227 | val_loss: 0.0312266 | Time: 2701.4 ms [2021-04-22 19:59:28 main:574] : INFO : Epoch 1885 | loss: 0.0312227 | val_loss: 0.0312295 | Time: 2701.63 ms [2021-04-22 19:59:31 main:574] : INFO : Epoch 1886 | loss: 0.0312229 | val_loss: 0.031226 | Time: 2704.68 ms [2021-04-22 19:59:34 main:574] : INFO : Epoch 1887 | loss: 0.031223 | val_loss: 0.0312273 | Time: 2701.78 ms [2021-04-22 19:59:36 main:574] : INFO : Epoch 1888 | loss: 0.0312228 | val_loss: 0.0312265 | Time: 2700.07 ms [2021-04-22 19:59:39 main:574] : INFO : Epoch 1889 | loss: 0.0312272 | val_loss: 0.0312273 | Time: 2698.15 ms [2021-04-22 19:59:42 main:574] : INFO : Epoch 1890 | loss: 0.0312254 | val_loss: 0.031229 | Time: 2703.08 ms [2021-04-22 19:59:44 main:574] : INFO : Epoch 1891 | loss: 0.0312236 | val_loss: 0.0312332 | Time: 2696.95 ms [2021-04-22 19:59:47 main:574] : INFO : Epoch 1892 | loss: 0.0312253 | val_loss: 0.0312287 | Time: 2694.64 ms [2021-04-22 19:59:50 main:574] : INFO : Epoch 1893 | loss: 0.0312236 | val_loss: 0.0312268 | Time: 2698.39 ms [2021-04-22 19:59:53 main:574] : INFO : Epoch 1894 | loss: 0.0312236 | val_loss: 0.031229 | Time: 2695.77 ms [2021-04-22 19:59:55 main:574] : INFO : Epoch 1895 | loss: 0.0312245 | val_loss: 0.0312277 | Time: 2698.63 ms [2021-04-22 19:59:58 main:574] : INFO : Epoch 1896 | loss: 0.031224 | val_loss: 0.0312285 | Time: 2698.7 ms [2021-04-22 20:00:01 main:574] : INFO : Epoch 1897 | loss: 0.0312229 | val_loss: 0.0312278 | Time: 2699.22 ms [2021-04-22 20:00:03 main:574] : INFO : Epoch 1898 | loss: 0.0312225 | val_loss: 0.0312264 | Time: 2697.73 ms [2021-04-22 20:00:06 main:574] : INFO : Epoch 1899 | loss: 0.0312228 | val_loss: 0.0312281 | Time: 2699.89 ms [2021-04-22 20:00:09 main:574] : INFO : Epoch 1900 | loss: 0.031223 | val_loss: 0.0312275 | Time: 2700.38 ms [2021-04-22 20:00:12 main:574] : INFO : Epoch 1901 | loss: 0.0312227 | val_loss: 0.0312268 | Time: 2696.06 ms [2021-04-22 20:00:14 main:574] : INFO : Epoch 1902 | loss: 0.0312224 | val_loss: 0.0312294 | Time: 2702.03 ms [2021-04-22 20:00:17 main:574] : INFO : Epoch 1903 | loss: 0.0312241 | val_loss: 0.0312269 | Time: 2700.24 ms [2021-04-22 20:00:20 main:574] : INFO : Epoch 1904 | loss: 0.0312224 | val_loss: 0.0312297 | Time: 2699.9 ms [2021-04-22 20:00:22 main:574] : INFO : Epoch 1905 | loss: 0.0312221 | val_loss: 0.0312274 | Time: 2696.97 ms [2021-04-22 20:00:25 main:574] : INFO : Epoch 1906 | loss: 0.0312241 | val_loss: 0.0312286 | Time: 2701.91 ms [2021-04-22 20:00:28 main:574] : INFO : Epoch 1907 | loss: 0.0312239 | val_loss: 0.0312268 | Time: 2699.36 ms [2021-04-22 20:00:31 main:574] : INFO : Epoch 1908 | loss: 0.0312231 | val_loss: 0.0312272 | Time: 2698.05 ms [2021-04-22 20:00:33 main:574] : INFO : Epoch 1909 | loss: 0.0312226 | val_loss: 0.0312265 | Time: 2698.5 ms [2021-04-22 20:00:36 main:574] : INFO : Epoch 1910 | loss: 0.031222 | val_loss: 0.0312273 | Time: 2698.9 ms [2021-04-22 20:00:39 main:574] : INFO : Epoch 1911 | loss: 0.0312223 | val_loss: 0.0312267 | Time: 2699.27 ms [2021-04-22 20:00:42 main:574] : INFO : Epoch 1912 | loss: 0.0312221 | val_loss: 0.0312269 | Time: 2698.53 ms [2021-04-22 20:00:44 main:574] : INFO : Epoch 1913 | loss: 0.0312221 | val_loss: 0.0312273 | Time: 2699.79 ms [2021-04-22 20:00:47 main:574] : INFO : Epoch 1914 | loss: 0.031224 | val_loss: 0.0312264 | Time: 2699.57 ms [2021-04-22 20:00:50 main:574] : INFO : Epoch 1915 | loss: 0.0312256 | val_loss: 0.0312345 | Time: 2698.29 ms [2021-04-22 20:00:52 main:574] : INFO : Epoch 1916 | loss: 0.0312265 | val_loss: 0.0312385 | Time: 2701.97 ms [2021-04-22 20:00:55 main:574] : INFO : Epoch 1917 | loss: 0.0312267 | val_loss: 0.0312291 | Time: 2700.27 ms [2021-04-22 20:00:58 main:574] : INFO : Epoch 1918 | loss: 0.031223 | val_loss: 0.0312302 | Time: 2697.84 ms [2021-04-22 20:01:01 main:574] : INFO : Epoch 1919 | loss: 0.0312241 | val_loss: 0.0312274 | Time: 2697.52 ms [2021-04-22 20:01:03 main:574] : INFO : Epoch 1920 | loss: 0.0312228 | val_loss: 0.0312263 | Time: 2699.7 ms [2021-04-22 20:01:06 main:574] : INFO : Epoch 1921 | loss: 0.0312217 | val_loss: 0.0312271 | Time: 2700.15 ms [2021-04-22 20:01:09 main:574] : INFO : Epoch 1922 | loss: 0.0312216 | val_loss: 0.0312264 | Time: 2699.37 ms [2021-04-22 20:01:11 main:574] : INFO : Epoch 1923 | loss: 0.0312219 | val_loss: 0.0312275 | Time: 2697.05 ms [2021-04-22 20:01:14 main:574] : INFO : Epoch 1924 | loss: 0.0312222 | val_loss: 0.0312287 | Time: 2698.76 ms [2021-04-22 20:01:17 main:574] : INFO : Epoch 1925 | loss: 0.0312231 | val_loss: 0.0312295 | Time: 2698.74 ms [2021-04-22 20:01:20 main:574] : INFO : Epoch 1926 | loss: 0.0312249 | val_loss: 0.0312274 | Time: 2697.57 ms [2021-04-22 20:01:22 main:574] : INFO : Epoch 1927 | loss: 0.0312231 | val_loss: 0.0312273 | Time: 2700.07 ms [2021-04-22 20:01:25 main:574] : INFO : Epoch 1928 | loss: 0.0312224 | val_loss: 0.0312273 | Time: 2698.82 ms [2021-04-22 20:01:28 main:574] : INFO : Epoch 1929 | loss: 0.0312228 | val_loss: 0.0312346 | Time: 2699.69 ms [2021-04-22 20:01:30 main:574] : INFO : Epoch 1930 | loss: 0.0312236 | val_loss: 0.0312379 | Time: 2698.39 ms [2021-04-22 20:01:33 main:574] : INFO : Epoch 1931 | loss: 0.0312238 | val_loss: 0.0312269 | Time: 2699.64 ms [2021-04-22 20:01:36 main:574] : INFO : Epoch 1932 | loss: 0.0312213 | val_loss: 0.0312277 | Time: 2697.45 ms [2021-04-22 20:01:39 main:574] : INFO : Epoch 1933 | loss: 0.031222 | val_loss: 0.0312305 | Time: 2699.64 ms [2021-04-22 20:01:41 main:574] : INFO : Epoch 1934 | loss: 0.0312219 | val_loss: 0.0312275 | Time: 2701.43 ms [2021-04-22 20:01:44 main:574] : INFO : Epoch 1935 | loss: 0.031222 | val_loss: 0.0312285 | Time: 2698.79 ms [2021-04-22 20:01:47 main:574] : INFO : Epoch 1936 | loss: 0.0312233 | val_loss: 0.0312292 | Time: 2698.77 ms [2021-04-22 20:01:49 main:574] : INFO : Epoch 1937 | loss: 0.0312242 | val_loss: 0.0312286 | Time: 2699.43 ms [2021-04-22 20:01:52 main:574] : INFO : Epoch 1938 | loss: 0.0312224 | val_loss: 0.0312267 | Time: 2699.02 ms [2021-04-22 20:01:55 main:574] : INFO : Epoch 1939 | loss: 0.0312254 | val_loss: 0.0312282 | Time: 2698.29 ms [2021-04-22 20:01:58 main:574] : INFO : Epoch 1940 | loss: 0.0312244 | val_loss: 0.0312281 | Time: 2698.69 ms [2021-04-22 20:02:00 main:574] : INFO : Epoch 1941 | loss: 0.0312275 | val_loss: 0.0312274 | Time: 2699.29 ms [2021-04-22 20:02:03 main:574] : INFO : Epoch 1942 | loss: 0.0312253 | val_loss: 0.0312288 | Time: 2697.56 ms [2021-04-22 20:02:06 main:574] : INFO : Epoch 1943 | loss: 0.0312253 | val_loss: 0.0312292 | Time: 2700.03 ms [2021-04-22 20:02:09 main:574] : INFO : Epoch 1944 | loss: 0.0312244 | val_loss: 0.0312259 | Time: 2700.34 ms [2021-04-22 20:02:11 main:574] : INFO : Epoch 1945 | loss: 0.0312232 | val_loss: 0.0312265 | Time: 2700.84 ms [2021-04-22 20:02:14 main:574] : INFO : Epoch 1946 | loss: 0.0312236 | val_loss: 0.0312258 | Time: 2698.87 ms [2021-04-22 20:02:17 main:574] : INFO : Epoch 1947 | loss: 0.0312239 | val_loss: 0.0312289 | Time: 2701.91 ms [2021-04-22 20:02:19 main:574] : INFO : Epoch 1948 | loss: 0.0312268 | val_loss: 0.031228 | Time: 2700.6 ms [2021-04-22 20:02:22 main:574] : INFO : Epoch 1949 | loss: 0.0312253 | val_loss: 0.0312256 | Time: 2697.67 ms [2021-04-22 20:02:25 main:574] : INFO : Epoch 1950 | loss: 0.0312238 | val_loss: 0.0312263 | Time: 2705.78 ms [2021-04-22 20:02:28 main:574] : INFO : Epoch 1951 | loss: 0.0312245 | val_loss: 0.0312258 | Time: 2700.69 ms [2021-04-22 20:02:30 main:574] : INFO : Epoch 1952 | loss: 0.0312233 | val_loss: 0.0312256 | Time: 2699.57 ms [2021-04-22 20:02:33 main:574] : INFO : Epoch 1953 | loss: 0.0312249 | val_loss: 0.0312279 | Time: 2708.57 ms [2021-04-22 20:02:36 main:574] : INFO : Epoch 1954 | loss: 0.031225 | val_loss: 0.0312279 | Time: 2700.85 ms [2021-04-22 20:02:38 main:574] : INFO : Epoch 1955 | loss: 0.0312245 | val_loss: 0.0312269 | Time: 2699.46 ms [2021-04-22 20:02:41 main:574] : INFO : Epoch 1956 | loss: 0.0312253 | val_loss: 0.0312272 | Time: 2699.54 ms [2021-04-22 20:02:44 main:574] : INFO : Epoch 1957 | loss: 0.0312239 | val_loss: 0.0312263 | Time: 2699.18 ms [2021-04-22 20:02:47 main:574] : INFO : Epoch 1958 | loss: 0.0312246 | val_loss: 0.0312263 | Time: 2699.1 ms [2021-04-22 20:02:49 main:574] : INFO : Epoch 1959 | loss: 0.0312258 | val_loss: 0.0312328 | Time: 2700.77 ms [2021-04-22 20:02:52 main:574] : INFO : Epoch 1960 | loss: 0.0312269 | val_loss: 0.0312281 | Time: 2697.72 ms [2021-04-22 20:02:55 main:574] : INFO : Epoch 1961 | loss: 0.0312267 | val_loss: 0.0312282 | Time: 2727.12 ms [2021-04-22 20:02:58 main:574] : INFO : Epoch 1962 | loss: 0.031224 | val_loss: 0.0312264 | Time: 2701.63 ms [2021-04-22 20:03:00 main:574] : INFO : Epoch 1963 | loss: 0.0312229 | val_loss: 0.0312286 | Time: 2697.6 ms [2021-04-22 20:03:03 main:574] : INFO : Epoch 1964 | loss: 0.0312236 | val_loss: 0.0312258 | Time: 2698.03 ms [2021-04-22 20:03:06 main:574] : INFO : Epoch 1965 | loss: 0.0312228 | val_loss: 0.0312267 | Time: 2698.83 ms [2021-04-22 20:03:09 main:574] : INFO : Epoch 1966 | loss: 0.0312223 | val_loss: 0.0312255 | Time: 2700.09 ms [2021-04-22 20:03:11 main:574] : INFO : Epoch 1967 | loss: 0.0312227 | val_loss: 0.0312258 | Time: 2695.48 ms [2021-04-22 20:03:14 main:574] : INFO : Epoch 1968 | loss: 0.0312231 | val_loss: 0.0312257 | Time: 2699.45 ms [2021-04-22 20:03:17 main:574] : INFO : Epoch 1969 | loss: 0.0312224 | val_loss: 0.0312255 | Time: 2699.34 ms [2021-04-22 20:03:19 main:574] : INFO : Epoch 1970 | loss: 0.0312227 | val_loss: 0.0312253 | Time: 2696.87 ms [2021-04-22 20:03:22 main:574] : INFO : Epoch 1971 | loss: 0.0312225 | val_loss: 0.0312249 | Time: 2697.97 ms [2021-04-22 20:03:25 main:574] : INFO : Epoch 1972 | loss: 0.0312248 | val_loss: 0.0312277 | Time: 2706.64 ms [2021-04-22 20:03:28 main:574] : INFO : Epoch 1973 | loss: 0.0312243 | val_loss: 0.0312266 | Time: 2698.74 ms [2021-04-22 20:03:30 main:574] : INFO : Epoch 1974 | loss: 0.0312241 | val_loss: 0.0312268 | Time: 2698.02 ms [2021-04-22 20:03:33 main:574] : INFO : Epoch 1975 | loss: 0.0312236 | val_loss: 0.0312279 | Time: 2701.03 ms [2021-04-22 20:03:36 main:574] : INFO : Epoch 1976 | loss: 0.0312242 | val_loss: 0.0312274 | Time: 2699.55 ms [2021-04-22 20:03:38 main:574] : INFO : Epoch 1977 | loss: 0.0312238 | val_loss: 0.0312258 | Time: 2697.06 ms [2021-04-22 20:03:41 main:574] : INFO : Epoch 1978 | loss: 0.0312242 | val_loss: 0.0312269 | Time: 2700.13 ms [2021-04-22 20:03:44 main:574] : INFO : Epoch 1979 | loss: 0.0312256 | val_loss: 0.0312256 | Time: 2698.77 ms [2021-04-22 20:03:47 main:574] : INFO : Epoch 1980 | loss: 0.0312266 | val_loss: 0.0312273 | Time: 2699.31 ms [2021-04-22 20:03:49 main:574] : INFO : Epoch 1981 | loss: 0.0312265 | val_loss: 0.03123 | Time: 2698.3 ms [2021-04-22 20:03:52 main:574] : INFO : Epoch 1982 | loss: 0.0312317 | val_loss: 0.0312395 | Time: 2700.89 ms [2021-04-22 20:03:55 main:574] : INFO : Epoch 1983 | loss: 0.0671436 | val_loss: 0.0415435 | Time: 2704.89 ms [2021-04-22 20:03:57 main:574] : INFO : Epoch 1984 | loss: 0.0604634 | val_loss: 0.0371572 | Time: 2697.47 ms [2021-04-22 20:04:00 main:574] : INFO : Epoch 1985 | loss: 0.0333532 | val_loss: 0.0315528 | Time: 2700.28 ms [2021-04-22 20:04:03 main:574] : INFO : Epoch 1986 | loss: 0.0316263 | val_loss: 0.031362 | Time: 2700.14 ms [2021-04-22 20:04:06 main:574] : INFO : Epoch 1987 | loss: 0.0313369 | val_loss: 0.0312881 | Time: 2698.48 ms [2021-04-22 20:04:08 main:574] : INFO : Epoch 1988 | loss: 0.0312769 | val_loss: 0.0312681 | Time: 2697.13 ms [2021-04-22 20:04:11 main:574] : INFO : Epoch 1989 | loss: 0.0312611 | val_loss: 0.0312588 | Time: 2701.52 ms [2021-04-22 20:04:14 main:574] : INFO : Epoch 1990 | loss: 0.0312556 | val_loss: 0.0312548 | Time: 2699.34 ms [2021-04-22 20:04:16 main:574] : INFO : Epoch 1991 | loss: 0.0312522 | val_loss: 0.031252 | Time: 2697.56 ms [2021-04-22 20:04:19 main:574] : INFO : Epoch 1992 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2698.02 ms [2021-04-22 20:04:22 main:574] : INFO : Epoch 1993 | loss: 0.031248 | val_loss: 0.0312482 | Time: 2699.36 ms [2021-04-22 20:04:25 main:574] : INFO : Epoch 1994 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 2698.71 ms [2021-04-22 20:04:27 main:574] : INFO : Epoch 1995 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 2697.35 ms [2021-04-22 20:04:30 main:574] : INFO : Epoch 1996 | loss: 0.0312444 | val_loss: 0.0312452 | Time: 2700.96 ms [2021-04-22 20:04:33 main:574] : INFO : Epoch 1997 | loss: 0.0312436 | val_loss: 0.0312439 | Time: 2699.18 ms [2021-04-22 20:04:36 main:574] : INFO : Epoch 1998 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 2697.42 ms [2021-04-22 20:04:38 main:574] : INFO : Epoch 1999 | loss: 0.0312417 | val_loss: 0.031242 | Time: 2696.98 ms [2021-04-22 20:04:41 main:574] : INFO : Epoch 2000 | loss: 0.031241 | val_loss: 0.0312413 | Time: 2698.68 ms [2021-04-22 20:04:44 main:574] : INFO : Epoch 2001 | loss: 0.0312402 | val_loss: 0.0312407 | Time: 2702.69 ms [2021-04-22 20:04:46 main:574] : INFO : Epoch 2002 | loss: 0.0312396 | val_loss: 0.0312401 | Time: 2703.18 ms [2021-04-22 20:04:49 main:574] : INFO : Epoch 2003 | loss: 0.0312391 | val_loss: 0.0312399 | Time: 2698.99 ms [2021-04-22 20:04:52 main:574] : INFO : Epoch 2004 | loss: 0.0312387 | val_loss: 0.0312392 | Time: 2698.49 ms [2021-04-22 20:04:55 main:574] : INFO : Epoch 2005 | loss: 0.0312385 | val_loss: 0.0312389 | Time: 2699.84 ms [2021-04-22 20:04:57 main:574] : INFO : Epoch 2006 | loss: 0.0312379 | val_loss: 0.0312387 | Time: 2696.26 ms [2021-04-22 20:05:00 main:574] : INFO : Epoch 2007 | loss: 0.0312379 | val_loss: 0.0312384 | Time: 2702.36 ms [2021-04-22 20:05:03 main:574] : INFO : Epoch 2008 | loss: 0.0312376 | val_loss: 0.0312379 | Time: 2702.36 ms [2021-04-22 20:05:05 main:574] : INFO : Epoch 2009 | loss: 0.031237 | val_loss: 0.0312375 | Time: 2696.82 ms [2021-04-22 20:05:08 main:574] : INFO : Epoch 2010 | loss: 0.0312369 | val_loss: 0.0312373 | Time: 2702.52 ms [2021-04-22 20:05:11 main:574] : INFO : Epoch 2011 | loss: 0.0312371 | val_loss: 0.031239 | Time: 2697.19 ms [2021-04-22 20:05:14 main:574] : INFO : Epoch 2012 | loss: 0.0312383 | val_loss: 0.0312394 | Time: 2696.38 ms [2021-04-22 20:05:16 main:574] : INFO : Epoch 2013 | loss: 0.0312378 | val_loss: 0.0312389 | Time: 2697.42 ms [2021-04-22 20:05:19 main:574] : INFO : Epoch 2014 | loss: 0.0312375 | val_loss: 0.0312383 | Time: 2694.75 ms [2021-04-22 20:05:22 main:574] : INFO : Epoch 2015 | loss: 0.0312371 | val_loss: 0.031238 | Time: 2693.33 ms [2021-04-22 20:05:24 main:574] : INFO : Epoch 2016 | loss: 0.0312367 | val_loss: 0.0312374 | Time: 2693.62 ms [2021-04-22 20:05:27 main:574] : INFO : Epoch 2017 | loss: 0.0312363 | val_loss: 0.0312371 | Time: 2695.7 ms [2021-04-22 20:05:30 main:574] : INFO : Epoch 2018 | loss: 0.031236 | val_loss: 0.031237 | Time: 2696.26 ms [2021-04-22 20:05:33 main:574] : INFO : Epoch 2019 | loss: 0.031236 | val_loss: 0.0312371 | Time: 2696.06 ms [2021-04-22 20:05:35 main:574] : INFO : Epoch 2020 | loss: 0.0312356 | val_loss: 0.0312363 | Time: 2694.88 ms [2021-04-22 20:05:38 main:574] : INFO : Epoch 2021 | loss: 0.0312356 | val_loss: 0.0312361 | Time: 2695.3 ms [2021-04-22 20:05:41 main:574] : INFO : Epoch 2022 | loss: 0.0312353 | val_loss: 0.0312358 | Time: 2697.57 ms [2021-04-22 20:05:43 main:574] : INFO : Epoch 2023 | loss: 0.031235 | val_loss: 0.0312355 | Time: 2697.03 ms [2021-04-22 20:05:46 main:574] : INFO : Epoch 2024 | loss: 0.0312348 | val_loss: 0.0312355 | Time: 2696.52 ms [2021-04-22 20:05:49 main:574] : INFO : Epoch 2025 | loss: 0.0312346 | val_loss: 0.0312353 | Time: 2697.4 ms [2021-04-22 20:05:52 main:574] : INFO : Epoch 2026 | loss: 0.0312347 | val_loss: 0.031235 | Time: 2697.1 ms [2021-04-22 20:05:54 main:574] : INFO : Epoch 2027 | loss: 0.0312343 | val_loss: 0.031235 | Time: 2697.02 ms [2021-04-22 20:05:57 main:574] : INFO : Epoch 2028 | loss: 0.0312343 | val_loss: 0.0312351 | Time: 2693.98 ms [2021-04-22 20:06:00 main:574] : INFO : Epoch 2029 | loss: 0.0312342 | val_loss: 0.0312349 | Time: 2699.11 ms [2021-04-22 20:06:02 main:574] : INFO : Epoch 2030 | loss: 0.0312341 | val_loss: 0.0312343 | Time: 2699.53 ms [2021-04-22 20:06:05 main:574] : INFO : Epoch 2031 | loss: 0.0312338 | val_loss: 0.0312342 | Time: 2695.76 ms [2021-04-22 20:06:08 main:574] : INFO : Epoch 2032 | loss: 0.0312338 | val_loss: 0.031234 | Time: 2697.82 ms [2021-04-22 20:06:11 main:574] : INFO : Epoch 2033 | loss: 0.0312335 | val_loss: 0.031234 | Time: 2695.43 ms [2021-04-22 20:06:13 main:574] : INFO : Epoch 2034 | loss: 0.0312335 | val_loss: 0.0312342 | Time: 2695.87 ms [2021-04-22 20:06:16 main:574] : INFO : Epoch 2035 | loss: 0.0312334 | val_loss: 0.0312338 | Time: 2695.23 ms [2021-04-22 20:06:19 main:574] : INFO : Epoch 2036 | loss: 0.0312335 | val_loss: 0.0312339 | Time: 2700.42 ms [2021-04-22 20:06:21 main:574] : INFO : Epoch 2037 | loss: 0.0312334 | val_loss: 0.0312337 | Time: 2697.13 ms [2021-04-22 20:06:24 main:574] : INFO : Epoch 2038 | loss: 0.0312334 | val_loss: 0.0312342 | Time: 2696.61 ms [2021-04-22 20:06:27 main:574] : INFO : Epoch 2039 | loss: 0.0312334 | val_loss: 0.0312335 | Time: 2699.23 ms [2021-04-22 20:06:30 main:574] : INFO : Epoch 2040 | loss: 0.0312331 | val_loss: 0.0312335 | Time: 2697.76 ms [2021-04-22 20:06:32 main:574] : INFO : Epoch 2041 | loss: 0.031233 | val_loss: 0.0312338 | Time: 2697.97 ms [2021-04-22 20:06:35 main:574] : INFO : Epoch 2042 | loss: 0.031233 | val_loss: 0.0312331 | Time: 2693.61 ms [2021-04-22 20:06:38 main:574] : INFO : Epoch 2043 | loss: 0.0312331 | val_loss: 0.0312335 | Time: 2696.25 ms [2021-04-22 20:06:41 main:574] : INFO : Epoch 2044 | loss: 0.031233 | val_loss: 0.0312331 | Time: 2690.26 ms [2021-04-22 20:06:43 main:574] : INFO : Epoch 2045 | loss: 0.0312326 | val_loss: 0.0312327 | Time: 2695.33 ms [2021-04-22 20:06:46 main:574] : INFO : Epoch 2046 | loss: 0.0312325 | val_loss: 0.0312327 | Time: 2693.19 ms [2021-04-22 20:06:49 main:574] : INFO : Epoch 2047 | loss: 0.0312324 | val_loss: 0.0312325 | Time: 2693.76 ms [2021-04-22 20:06:51 main:574] : INFO : Epoch 2048 | loss: 0.0312326 | val_loss: 0.0312326 | Time: 2691.7 ms [2021-04-22 20:06:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312326 [2021-04-22 20:06:51 main:603] : INFO : Saving end state to config to file [2021-04-22 20:06:51 main:608] : INFO : Success, exiting.. 20:06:51 (9144): 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)