Task 14316626
| Name | ParityModified-1647048410-10127-1-0_0 |
| Workunit | 11368032 |
| Created | 3 Apr 2022, 18:24:26 UTC |
| Sent | 9 Apr 2022, 8:39:52 UTC |
| Report deadline | 17 Apr 2022, 8:39:52 UTC |
| Received | 9 Apr 2022, 16:02:13 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min 2 sec |
| CPU time | 38 min 35 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 10,073.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1534 | loss: 0.0312356 | val_loss: 0.0312492 | Time: 1131.21 ms
[2022-04-09 09:31:47 main:574] : INFO : Epoch 1535 | loss: 0.0312358 | val_loss: 0.0312475 | Time: 1141.82 ms
[2022-04-09 09:31:48 main:574] : INFO : Epoch 1536 | loss: 0.0312353 | val_loss: 0.0312506 | Time: 1132.22 ms
[2022-04-09 09:31:49 main:574] : INFO : Epoch 1537 | loss: 0.031235 | val_loss: 0.0312525 | Time: 1123.95 ms
[2022-04-09 09:31:50 main:574] : INFO : Epoch 1538 | loss: 0.0312353 | val_loss: 0.0312516 | Time: 1128.1 ms
[2022-04-09 09:31:52 main:574] : INFO : Epoch 1539 | loss: 0.0312361 | val_loss: 0.0312532 | Time: 1129.75 ms
[2022-04-09 09:31:53 main:574] : INFO : Epoch 1540 | loss: 0.0312356 | val_loss: 0.0312489 | Time: 1134.5 ms
[2022-04-09 09:31:54 main:574] : INFO : Epoch 1541 | loss: 0.0312345 | val_loss: 0.0312508 | Time: 1134.83 ms
[2022-04-09 09:31:55 main:574] : INFO : Epoch 1542 | loss: 0.0312339 | val_loss: 0.0312511 | Time: 1136.03 ms
[2022-04-09 09:31:56 main:574] : INFO : Epoch 1543 | loss: 0.0312341 | val_loss: 0.0312502 | Time: 1124.6 ms
[2022-04-09 09:31:57 main:574] : INFO : Epoch 1544 | loss: 0.0312345 | val_loss: 0.0312491 | Time: 1127.72 ms
[2022-04-09 09:31:58 main:574] : INFO : Epoch 1545 | loss: 0.0312338 | val_loss: 0.0312487 | Time: 1129.16 ms
[2022-04-09 09:32:00 main:574] : INFO : Epoch 1546 | loss: 0.031234 | val_loss: 0.0312523 | Time: 1138.82 ms
[2022-04-09 09:32:01 main:574] : INFO : Epoch 1547 | loss: 0.0312341 | val_loss: 0.0312486 | Time: 1129.19 ms
[2022-04-09 09:32:02 main:574] : INFO : Epoch 1548 | loss: 0.0312366 | val_loss: 0.0312536 | Time: 1135.47 ms
[2022-04-09 09:32:03 main:574] : INFO : Epoch 1549 | loss: 0.0312354 | val_loss: 0.031244 | Time: 1117.51 ms
[2022-04-09 09:32:04 main:574] : INFO : Epoch 1550 | loss: 0.0312352 | val_loss: 0.0312503 | Time: 1129.62 ms
[2022-04-09 09:32:05 main:574] : INFO : Epoch 1551 | loss: 0.0312343 | val_loss: 0.0312489 | Time: 1136.6 ms
[2022-04-09 09:32:06 main:574] : INFO : Epoch 1552 | loss: 0.0312338 | val_loss: 0.0312535 | Time: 1129.78 ms
[2022-04-09 09:32:08 main:574] : INFO : Epoch 1553 | loss: 0.0312337 | val_loss: 0.0312519 | Time: 1138.3 ms
[2022-04-09 09:32:09 main:574] : INFO : Epoch 1554 | loss: 0.0312355 | val_loss: 0.0312481 | Time: 1137.44 ms
[2022-04-09 09:32:10 main:574] : INFO : Epoch 1555 | loss: 0.0312355 | val_loss: 0.0312509 | Time: 1121.56 ms
[2022-04-09 09:32:11 main:574] : INFO : Epoch 1556 | loss: 0.0312351 | val_loss: 0.0312538 | Time: 1123.99 ms
[2022-04-09 09:32:12 main:574] : INFO : Epoch 1557 | loss: 0.0312347 | val_loss: 0.0312496 | Time: 1128.47 ms
[2022-04-09 09:32:13 main:574] : INFO : Epoch 1558 | loss: 0.0312339 | val_loss: 0.0312522 | Time: 1123.1 ms
[2022-04-09 09:32:14 main:574] : INFO : Epoch 1559 | loss: 0.0312353 | val_loss: 0.0312448 | Time: 1134.28 ms
[2022-04-09 09:32:15 main:574] : INFO : Epoch 1560 | loss: 0.0312338 | val_loss: 0.0312538 | Time: 1130.5 ms
[2022-04-09 09:32:17 main:574] : INFO : Epoch 1561 | loss: 0.031238 | val_loss: 0.0312444 | Time: 1134.95 ms
[2022-04-09 09:32:18 main:574] : INFO : Epoch 1562 | loss: 0.0312358 | val_loss: 0.0312468 | Time: 1134.71 ms
[2022-04-09 09:32:19 main:574] : INFO : Epoch 1563 | loss: 0.0312338 | val_loss: 0.031255 | Time: 1130.59 ms
[2022-04-09 09:32:20 main:574] : INFO : Epoch 1564 | loss: 0.0312337 | val_loss: 0.0312479 | Time: 1147.29 ms
[2022-04-09 09:32:21 main:574] : INFO : Epoch 1565 | loss: 0.0312353 | val_loss: 0.0312473 | Time: 1146.16 ms
[2022-04-09 09:32:22 main:574] : INFO : Epoch 1566 | loss: 0.0312393 | val_loss: 0.031248 | Time: 1131.29 ms
[2022-04-09 09:32:23 main:574] : INFO : Epoch 1567 | loss: 0.0312505 | val_loss: 0.0312636 | Time: 1133.99 ms
[2022-04-09 09:32:25 main:574] : INFO : Epoch 1568 | loss: 0.0312451 | val_loss: 0.0312579 | Time: 1133.83 ms
[2022-04-09 09:32:26 main:574] : INFO : Epoch 1569 | loss: 0.0312356 | val_loss: 0.0312443 | Time: 1148.34 ms
[2022-04-09 09:32:27 main:574] : INFO : Epoch 1570 | loss: 0.0312353 | val_loss: 0.0312567 | Time: 1130.48 ms
[2022-04-09 09:32:28 main:574] : INFO : Epoch 1571 | loss: 0.0312338 | val_loss: 0.0312512 | Time: 1134.22 ms
[2022-04-09 09:32:29 main:574] : INFO : Epoch 1572 | loss: 0.0312336 | val_loss: 0.0312502 | Time: 1126.12 ms
[2022-04-09 09:32:30 main:574] : INFO : Epoch 1573 | loss: 0.0312349 | val_loss: 0.0312508 | Time: 1125.63 ms
[2022-04-09 09:32:31 main:574] : INFO : Epoch 1574 | loss: 0.031236 | val_loss: 0.0312456 | Time: 1132.91 ms
[2022-04-09 09:32:33 main:574] : INFO : Epoch 1575 | loss: 0.031235 | val_loss: 0.0312588 | Time: 1138.3 ms
[2022-04-09 09:32:34 main:574] : INFO : Epoch 1576 | loss: 0.0312348 | val_loss: 0.0312479 | Time: 1132.92 ms
[2022-04-09 09:32:35 main:574] : INFO : Epoch 1577 | loss: 0.0312342 | val_loss: 0.0312516 | Time: 1144.82 ms
[2022-04-09 09:32:36 main:574] : INFO : Epoch 1578 | loss: 0.0312325 | val_loss: 0.0312552 | Time: 1132.03 ms
[2022-04-09 09:32:37 main:574] : INFO : Epoch 1579 | loss: 0.0312338 | val_loss: 0.0312476 | Time: 1134.73 ms
[2022-04-09 09:32:38 main:574] : INFO : Epoch 1580 | loss: 0.0312337 | val_loss: 0.0312503 | Time: 1161.46 ms
[2022-04-09 09:32:39 main:574] : INFO : Epoch 1581 | loss: 0.0312329 | val_loss: 0.0312538 | Time: 1135.23 ms
[2022-04-09 09:32:41 main:574] : INFO : Epoch 1582 | loss: 0.031234 | val_loss: 0.0312507 | Time: 1129.49 ms
[2022-04-09 09:32:42 main:574] : INFO : Epoch 1583 | loss: 0.031234 | val_loss: 0.0312503 | Time: 1121.96 ms
[2022-04-09 09:32:43 main:574] : INFO : Epoch 1584 | loss: 0.0312334 | val_loss: 0.0312525 | Time: 1133.2 ms
[2022-04-09 09:32:44 main:574] : INFO : Epoch 1585 | loss: 0.0312332 | val_loss: 0.0312522 | Time: 1145.77 ms
[2022-04-09 09:32:45 main:574] : INFO : Epoch 1586 | loss: 0.0312324 | val_loss: 0.0312508 | Time: 1140.06 ms
[2022-04-09 09:32:46 main:574] : INFO : Epoch 1587 | loss: 0.0312315 | val_loss: 0.0312556 | Time: 1122.97 ms
[2022-04-09 09:32:47 main:574] : INFO : Epoch 1588 | loss: 0.0312315 | val_loss: 0.0312622 | Time: 1120.18 ms
[2022-04-09 09:32:49 main:574] : INFO : Epoch 1589 | loss: 0.031231 | val_loss: 0.0312521 | Time: 1136.48 ms
[2022-04-09 09:32:50 main:574] : INFO : Epoch 1590 | loss: 0.0312323 | val_loss: 0.0312569 | Time: 1126.63 ms
[2022-04-09 09:32:51 main:574] : INFO : Epoch 1591 | loss: 0.0312345 | val_loss: 0.0312498 | Time: 1133.63 ms
[2022-04-09 09:32:52 main:574] : INFO : Epoch 1592 | loss: 0.0312355 | val_loss: 0.0312557 | Time: 1134.2 ms
[2022-04-09 09:32:53 main:574] : INFO : Epoch 1593 | loss: 0.0312319 | val_loss: 0.0312582 | Time: 1133.85 ms
[2022-04-09 09:32:54 main:574] : INFO : Epoch 1594 | loss: 0.0312305 | val_loss: 0.0312583 | Time: 1133.35 ms
[2022-04-09 09:32:55 main:574] : INFO : Epoch 1595 | loss: 0.0312306 | val_loss: 0.0312566 | Time: 1130.4 ms
[2022-04-09 09:32:57 main:574] : INFO : Epoch 1596 | loss: 0.0312306 | val_loss: 0.0312556 | Time: 1128.27 ms
[2022-04-09 09:32:58 main:574] : INFO : Epoch 1597 | loss: 0.0312301 | val_loss: 0.0312664 | Time: 1133.71 ms
[2022-04-09 09:32:59 main:574] : INFO : Epoch 1598 | loss: 0.0312339 | val_loss: 0.0312504 | Time: 1132.6 ms
[2022-04-09 09:33:00 main:574] : INFO : Epoch 1599 | loss: 0.0312328 | val_loss: 0.0312573 | Time: 1128.64 ms
[2022-04-09 09:33:01 main:574] : INFO : Epoch 1600 | loss: 0.0312316 | val_loss: 0.0312559 | Time: 1124.66 ms
[2022-04-09 09:33:02 main:574] : INFO : Epoch 1601 | loss: 0.0312318 | val_loss: 0.0312532 | Time: 1126.5 ms
[2022-04-09 09:33:03 main:574] : INFO : Epoch 1602 | loss: 0.0312324 | val_loss: 0.0312637 | Time: 1123.66 ms
[2022-04-09 09:33:04 main:574] : INFO : Epoch 1603 | loss: 0.0312327 | val_loss: 0.0312464 | Time: 1129.94 ms
[2022-04-09 09:33:06 main:574] : INFO : Epoch 1604 | loss: 0.0312308 | val_loss: 0.0312691 | Time: 1129.8 ms
[2022-04-09 09:33:07 main:574] : INFO : Epoch 1605 | loss: 0.0312329 | val_loss: 0.0312558 | Time: 1130.04 ms
[2022-04-09 09:33:08 main:574] : INFO : Epoch 1606 | loss: 0.0312355 | val_loss: 0.0312453 | Time: 1129.84 ms
[2022-04-09 09:33:09 main:574] : INFO : Epoch 1607 | loss: 0.0312364 | val_loss: 0.0312611 | Time: 1138.84 ms
[2022-04-09 09:33:10 main:574] : INFO : Epoch 1608 | loss: 0.0312324 | val_loss: 0.0312762 | Time: 1138.34 ms
[2022-04-09 09:33:11 main:574] : INFO : Epoch 1609 | loss: 0.0312322 | val_loss: 0.0312557 | Time: 1126.09 ms
[2022-04-09 09:33:12 main:574] : INFO : Epoch 1610 | loss: 0.0312344 | val_loss: 0.0312485 | Time: 1118.18 ms
[2022-04-09 09:33:14 main:574] : INFO : Epoch 1611 | loss: 0.0312314 | val_loss: 0.0312671 | Time: 1120.69 ms
[2022-04-09 09:33:15 main:574] : INFO : Epoch 1612 | loss: 0.0312349 | val_loss: 0.0312496 | Time: 1131.66 ms
[2022-04-09 09:33:16 main:574] : INFO : Epoch 1613 | loss: 0.0312318 | val_loss: 0.0312528 | Time: 1135.6 ms
[2022-04-09 09:33:17 main:574] : INFO : Epoch 1614 | loss: 0.0312328 | val_loss: 0.0312559 | Time: 1131.53 ms
[2022-04-09 09:33:18 main:574] : INFO : Epoch 1615 | loss: 0.0312313 | val_loss: 0.0312569 | Time: 1132.68 ms
[2022-04-09 09:33:19 main:574] : INFO : Epoch 1616 | loss: 0.0312311 | val_loss: 0.0312549 | Time: 1121.54 ms
[2022-04-09 09:33:20 main:574] : INFO : Epoch 1617 | loss: 0.0312304 | val_loss: 0.0312542 | Time: 1128.22 ms
[2022-04-09 09:33:22 main:574] : INFO : Epoch 1618 | loss: 0.03123 | val_loss: 0.0312704 | Time: 1131.53 ms
[2022-04-09 09:33:23 main:574] : INFO : Epoch 1619 | loss: 0.0312306 | val_loss: 0.0312559 | Time: 1137.85 ms
[2022-04-09 09:33:24 main:574] : INFO : Epoch 1620 | loss: 0.0312315 | val_loss: 0.0312521 | Time: 1128.84 ms
[2022-04-09 09:33:25 main:574] : INFO : Epoch 1621 | loss: 0.0312308 | val_loss: 0.0312581 | Time: 1153.93 ms
[2022-04-09 09:33:26 main:574] : INFO : Epoch 1622 | loss: 0.0312323 | val_loss: 0.0312549 | Time: 1130.96 ms
[2022-04-09 09:33:27 main:574] : INFO : Epoch 1623 | loss: 0.0312312 | val_loss: 0.0312657 | Time: 1138.44 ms
[2022-04-09 09:33:28 main:574] : INFO : Epoch 1624 | loss: 0.0312335 | val_loss: 0.0312585 | Time: 1132.3 ms
[2022-04-09 09:33:29 main:574] : INFO : Epoch 1625 | loss: 0.0312325 | val_loss: 0.0312515 | Time: 1125.05 ms
[2022-04-09 09:33:31 main:574] : INFO : Epoch 1626 | loss: 0.0312323 | val_loss: 0.0312663 | Time: 1129.45 ms
[2022-04-09 09:33:32 main:574] : INFO : Epoch 1627 | loss: 0.031231 | val_loss: 0.0312502 | Time: 1126.68 ms
[2022-04-09 09:33:33 main:574] : INFO : Epoch 1628 | loss: 0.0312309 | val_loss: 0.0312543 | Time: 1148.18 ms
[2022-04-09 09:33:34 main:574] : INFO : Epoch 1629 | loss: 0.0312297 | val_loss: 0.0312612 | Time: 1153.5 ms
[2022-04-09 09:33:35 main:574] : INFO : Epoch 1630 | loss: 0.0312304 | val_loss: 0.031255 | Time: 1132.59 ms
[2022-04-09 09:33:36 main:574] : INFO : Epoch 1631 | loss: 0.0312297 | val_loss: 0.0312636 | Time: 1133.53 ms
[2022-04-09 09:33:37 main:574] : INFO : Epoch 1632 | loss: 0.03123 | val_loss: 0.0312593 | Time: 1132.89 ms
[2022-04-09 09:33:39 main:574] : INFO : Epoch 1633 | loss: 0.0312325 | val_loss: 0.0312596 | Time: 1138 ms
[2022-04-09 09:33:40 main:574] : INFO : Epoch 1634 | loss: 0.0312308 | val_loss: 0.0312635 | Time: 1139.7 ms
[2022-04-09 09:33:41 main:574] : INFO : Epoch 1635 | loss: 0.03123 | val_loss: 0.0312574 | Time: 1132.94 ms
[2022-04-09 09:33:42 main:574] : INFO : Epoch 1636 | loss: 0.0312316 | val_loss: 0.0312527 | Time: 1131.75 ms
[2022-04-09 09:33:43 main:574] : INFO : Epoch 1637 | loss: 0.0312299 | val_loss: 0.0312568 | Time: 1142.09 ms
[2022-04-09 09:33:44 main:574] : INFO : Epoch 1638 | loss: 0.0312307 | val_loss: 0.0312574 | Time: 1139.11 ms
[2022-04-09 09:33:45 main:574] : INFO : Epoch 1639 | loss: 0.0312308 | val_loss: 0.0312547 | Time: 1134.46 ms
[2022-04-09 09:33:47 main:574] : INFO : Epoch 1640 | loss: 0.0312306 | val_loss: 0.0312554 | Time: 1130.55 ms
[2022-04-09 09:33:48 main:574] : INFO : Epoch 1641 | loss: 0.0312299 | val_loss: 0.031271 | Time: 1126.37 ms
[2022-04-09 09:33:49 main:574] : INFO : Epoch 1642 | loss: 0.0312331 | val_loss: 0.0312524 | Time: 1128.79 ms
[2022-04-09 09:33:50 main:574] : INFO : Epoch 1643 | loss: 0.031231 | val_loss: 0.0312575 | Time: 1127.65 ms
[2022-04-09 09:33:51 main:574] : INFO : Epoch 1644 | loss: 0.0312308 | val_loss: 0.0312543 | Time: 1122.35 ms
[2022-04-09 09:33:52 main:574] : INFO : Epoch 1645 | loss: 0.0312303 | val_loss: 0.0312552 | Time: 1129.86 ms
[2022-04-09 09:33:53 main:574] : INFO : Epoch 1646 | loss: 0.0312298 | val_loss: 0.0312631 | Time: 1124.99 ms
[2022-04-09 09:33:55 main:574] : INFO : Epoch 1647 | loss: 0.0312297 | val_loss: 0.0312585 | Time: 1125.38 ms
[2022-04-09 09:33:56 main:574] : INFO : Epoch 1648 | loss: 0.0312292 | val_loss: 0.0312598 | Time: 1125.57 ms
[2022-04-09 09:33:57 main:574] : INFO : Epoch 1649 | loss: 0.0312317 | val_loss: 0.0312525 | Time: 1133.47 ms
[2022-04-09 09:33:58 main:574] : INFO : Epoch 1650 | loss: 0.031231 | val_loss: 0.031253 | Time: 1139.57 ms
[2022-04-09 09:33:59 main:574] : INFO : Epoch 1651 | loss: 0.03123 | val_loss: 0.0312551 | Time: 1131.36 ms
[2022-04-09 09:34:00 main:574] : INFO : Epoch 1652 | loss: 0.0312292 | val_loss: 0.0312584 | Time: 1147.61 ms
[2022-04-09 09:34:01 main:574] : INFO : Epoch 1653 | loss: 0.0312293 | val_loss: 0.0312643 | Time: 1127.68 ms
[2022-04-09 09:34:03 main:574] : INFO : Epoch 1654 | loss: 0.031232 | val_loss: 0.0312485 | Time: 1136.21 ms
[2022-04-09 09:34:04 main:574] : INFO : Epoch 1655 | loss: 0.0312303 | val_loss: 0.0312602 | Time: 1125.37 ms
[2022-04-09 09:34:05 main:574] : INFO : Epoch 1656 | loss: 0.031231 | val_loss: 0.0312526 | Time: 1132.64 ms
[2022-04-09 09:34:06 main:574] : INFO : Epoch 1657 | loss: 0.0312303 | val_loss: 0.031256 | Time: 1133.82 ms
[2022-04-09 09:34:07 main:574] : INFO : Epoch 1658 | loss: 0.0312297 | val_loss: 0.0312595 | Time: 1134.11 ms
[2022-04-09 09:34:08 main:574] : INFO : Epoch 1659 | loss: 0.0312296 | val_loss: 0.0312557 | Time: 1137.31 ms
[2022-04-09 09:34:09 main:574] : INFO : Epoch 1660 | loss: 0.0312305 | val_loss: 0.0312588 | Time: 1145.11 ms
[2022-04-09 09:34:11 main:574] : INFO : Epoch 1661 | loss: 0.0312299 | val_loss: 0.0312517 | Time: 1127.82 ms
[2022-04-09 09:34:12 main:574] : INFO : Epoch 1662 | loss: 0.0312314 | val_loss: 0.0312576 | Time: 1125.63 ms
[2022-04-09 09:34:13 main:574] : INFO : Epoch 1663 | loss: 0.0312308 | val_loss: 0.0312548 | Time: 1133.51 ms
[2022-04-09 09:34:14 main:574] : INFO : Epoch 1664 | loss: 0.0312297 | val_loss: 0.0312609 | Time: 1141.44 ms
[2022-04-09 09:34:15 main:574] : INFO : Epoch 1665 | loss: 0.0312288 | val_loss: 0.0312571 | Time: 1141.91 ms
[2022-04-09 09:34:16 main:574] : INFO : Epoch 1666 | loss: 0.0312301 | val_loss: 0.031252 | Time: 1143.43 ms
[2022-04-09 09:34:17 main:574] : INFO : Epoch 1667 | loss: 0.0312296 | val_loss: 0.031257 | Time: 1127.52 ms
[2022-04-09 09:34:18 main:574] : INFO : Epoch 1668 | loss: 0.0312305 | val_loss: 0.0312506 | Time: 1127.66 ms
[2022-04-09 09:34:20 main:574] : INFO : Epoch 1669 | loss: 0.0312308 | val_loss: 0.0312525 | Time: 1137.18 ms
[2022-04-09 09:34:21 main:574] : INFO : Epoch 1670 | loss: 0.0312315 | val_loss: 0.0312517 | Time: 1141.67 ms
[2022-04-09 09:34:22 main:574] : INFO : Epoch 1671 | loss: 0.0312305 | val_loss: 0.031248 | Time: 1125.76 ms
[2022-04-09 09:34:23 main:574] : INFO : Epoch 1672 | loss: 0.0312303 | val_loss: 0.0312563 | Time: 1139.29 ms
[2022-04-09 09:34:24 main:574] : INFO : Epoch 1673 | loss: 0.0312314 | val_loss: 0.0312484 | Time: 1121.71 ms
[2022-04-09 09:34:25 main:574] : INFO : Epoch 1674 | loss: 0.0312326 | val_loss: 0.0312471 | Time: 1142.88 ms
[2022-04-09 09:34:26 main:574] : INFO : Epoch 1675 | loss: 0.031231 | val_loss: 0.0312581 | Time: 1135.91 ms
[2022-04-09 09:34:28 main:574] : INFO : Epoch 1676 | loss: 0.0312323 | val_loss: 0.0312498 | Time: 1129.36 ms
[2022-04-09 09:34:29 main:574] : INFO : Epoch 1677 | loss: 0.031233 | val_loss: 0.031242 | Time: 1140.69 ms
[2022-04-09 09:34:30 main:574] : INFO : Epoch 1678 | loss: 0.0312318 | val_loss: 0.03126 | Time: 1127.81 ms
[2022-04-09 09:34:31 main:574] : INFO : Epoch 1679 | loss: 0.031232 | val_loss: 0.03125 | Time: 1141.61 ms
[2022-04-09 09:34:32 main:574] : INFO : Epoch 1680 | loss: 0.031238 | val_loss: 0.031249 | Time: 1130.82 ms
[2022-04-09 09:34:33 main:574] : INFO : Epoch 1681 | loss: 0.0312318 | val_loss: 0.0312522 | Time: 1120.69 ms
[2022-04-09 09:34:34 main:574] : INFO : Epoch 1682 | loss: 0.0312327 | val_loss: 0.0312439 | Time: 1116.58 ms
[2022-04-09 09:34:36 main:574] : INFO : Epoch 1683 | loss: 0.0312297 | val_loss: 0.0312569 | Time: 1130.1 ms
[2022-04-09 09:34:37 main:574] : INFO : Epoch 1684 | loss: 0.0312313 | val_loss: 0.0312507 | Time: 1135.12 ms
[2022-04-09 09:34:38 main:574] : INFO : Epoch 1685 | loss: 0.0312313 | val_loss: 0.0312533 | Time: 1133.42 ms
[2022-04-09 09:34:39 main:574] : INFO : Epoch 1686 | loss: 0.0312301 | val_loss: 0.031253 | Time: 1129.83 ms
[2022-04-09 09:34:40 main:574] : INFO : Epoch 1687 | loss: 0.0312299 | val_loss: 0.0312533 | Time: 1130.11 ms
[2022-04-09 09:34:41 main:574] : INFO : Epoch 1688 | loss: 0.0312303 | val_loss: 0.0312493 | Time: 1126.06 ms
[2022-04-09 09:34:42 main:574] : INFO : Epoch 1689 | loss: 0.0312308 | val_loss: 0.0312484 | Time: 1139.34 ms
[2022-04-09 09:34:44 main:574] : INFO : Epoch 1690 | loss: 0.0312298 | val_loss: 0.0312498 | Time: 1143.56 ms
[2022-04-09 09:34:45 main:574] : INFO : Epoch 1691 | loss: 0.031229 | val_loss: 0.0312528 | Time: 1144.05 ms
[2022-04-09 09:34:46 main:574] : INFO : Epoch 1692 | loss: 0.0312295 | val_loss: 0.0312533 | Time: 1137.53 ms
[2022-04-09 09:34:47 main:574] : INFO : Epoch 1693 | loss: 0.0312298 | val_loss: 0.0312504 | Time: 1129 ms
[2022-04-09 09:34:48 main:574] : INFO : Epoch 1694 | loss: 0.0312287 | val_loss: 0.0312562 | Time: 1128.62 ms
[2022-04-09 09:34:49 main:574] : INFO : Epoch 1695 | loss: 0.0312286 | val_loss: 0.0312513 | Time: 1136.12 ms
[2022-04-09 09:34:50 main:574] : INFO : Epoch 1696 | loss: 0.0312297 | val_loss: 0.0312594 | Time: 1152.49 ms
[2022-04-09 09:34:52 main:574] : INFO : Epoch 1697 | loss: 0.0312309 | val_loss: 0.0312566 | Time: 1129.08 ms
[2022-04-09 09:34:53 main:574] : INFO : Epoch 1698 | loss: 0.03123 | val_loss: 0.0312501 | Time: 1137.49 ms
[2022-04-09 09:34:54 main:574] : INFO : Epoch 1699 | loss: 0.0312286 | val_loss: 0.0312583 | Time: 1129.21 ms
[2022-04-09 09:34:55 main:574] : INFO : Epoch 1700 | loss: 0.0312292 | val_loss: 0.0312527 | Time: 1130.11 ms
[2022-04-09 09:34:56 main:574] : INFO : Epoch 1701 | loss: 0.0312293 | val_loss: 0.0312575 | Time: 1131.46 ms
[2022-04-09 09:34:57 main:574] : INFO : Epoch 1702 | loss: 0.0312322 | val_loss: 0.0312508 | Time: 1122.76 ms
[2022-04-09 09:34:58 main:574] : INFO : Epoch 1703 | loss: 0.03123 | val_loss: 0.0312535 | Time: 1123.35 ms
[2022-04-09 09:35:00 main:574] : INFO : Epoch 1704 | loss: 0.0312288 | val_loss: 0.0312549 | Time: 1141.46 ms
[2022-04-09 09:35:01 main:574] : INFO : Epoch 1705 | loss: 0.0312283 | val_loss: 0.031257 | Time: 1134.17 ms
[2022-04-09 09:35:02 main:574] : INFO : Epoch 1706 | loss: 0.0312286 | val_loss: 0.0312595 | Time: 1118.88 ms
[2022-04-09 09:35:03 main:574] : INFO : Epoch 1707 | loss: 0.0312277 | val_loss: 0.0312553 | Time: 1124.47 ms
[2022-04-09 09:35:04 main:574] : INFO : Epoch 1708 | loss: 0.0312276 | val_loss: 0.0312614 | Time: 1132.46 ms
[2022-04-09 09:35:05 main:574] : INFO : Epoch 1709 | loss: 0.0312271 | val_loss: 0.031256 | Time: 1128.22 ms
[2022-04-09 09:35:06 main:574] : INFO : Epoch 1710 | loss: 0.0312283 | val_loss: 0.0312545 | Time: 1129.86 ms
[2022-04-09 09:35:07 main:574] : INFO : Epoch 1711 | loss: 0.0312285 | val_loss: 0.0312578 | Time: 1134.99 ms
[2022-04-09 09:35:09 main:574] : INFO : Epoch 1712 | loss: 0.0312273 | val_loss: 0.0312586 | Time: 1138.91 ms
[2022-04-09 09:35:10 main:574] : INFO : Epoch 1713 | loss: 0.0312275 | val_loss: 0.0312627 | Time: 1144.14 ms
[2022-04-09 09:35:11 main:574] : INFO : Epoch 1714 | loss: 0.0312278 | val_loss: 0.0312532 | Time: 1140.63 ms
[2022-04-09 09:35:12 main:574] : INFO : Epoch 1715 | loss: 0.031229 | val_loss: 0.0312571 | Time: 1119.14 ms
[2022-04-09 09:35:13 main:574] : INFO : Epoch 1716 | loss: 0.0312291 | val_loss: 0.0312606 | Time: 1130.76 ms
[2022-04-09 09:35:14 main:574] : INFO : Epoch 1717 | loss: 0.0312301 | val_loss: 0.0312546 | Time: 1115.07 ms
[2022-04-09 09:35:15 main:574] : INFO : Epoch 1718 | loss: 0.031227 | val_loss: 0.0312536 | Time: 1151.83 ms
[2022-04-09 09:35:17 main:574] : INFO : Epoch 1719 | loss: 0.0312275 | val_loss: 0.0312559 | Time: 1125.16 ms
[2022-04-09 09:35:18 main:574] : INFO : Epoch 1720 | loss: 0.0312268 | val_loss: 0.0312487 | Time: 1135.43 ms
[2022-04-09 09:35:19 main:574] : INFO : Epoch 1721 | loss: 0.031226 | val_loss: 0.031256 | Time: 1141.69 ms
[2022-04-09 09:35:20 main:574] : INFO : Epoch 1722 | loss: 0.0312272 | val_loss: 0.0312489 | Time: 1141.39 ms
[2022-04-09 09:35:21 main:574] : INFO : Epoch 1723 | loss: 0.0312273 | val_loss: 0.0312484 | Time: 1124.95 ms
[2022-04-09 09:35:22 main:574] : INFO : Epoch 1724 | loss: 0.0312271 | val_loss: 0.031252 | Time: 1151.81 ms
[2022-04-09 09:35:34 main:574] : INFO : Epoch 1725 | loss: 0.0312256 | val_loss: 0.0312469 | Time: 11461.3 ms
[2022-04-09 09:35:35 main:574] : INFO : Epoch 1726 | loss: 0.0312257 | val_loss: 0.0312547 | Time: 1121.82 ms
[2022-04-09 09:35:36 main:574] : INFO : Epoch 1727 | loss: 0.0312268 | val_loss: 0.0312465 | Time: 1125.74 ms
[2022-04-09 09:35:37 main:574] : INFO : Epoch 1728 | loss: 0.0312249 | val_loss: 0.03125 | Time: 1138.08 ms
[2022-04-09 09:35:38 main:574] : INFO : Epoch 1729 | loss: 0.0312255 | val_loss: 0.0312458 | Time: 1136.15 ms
[2022-04-09 09:35:39 main:574] : INFO : Epoch 1730 | loss: 0.0312253 | val_loss: 0.0312509 | Time: 1144.72 ms
[2022-04-09 09:35:41 main:574] : INFO : Epoch 1731 | loss: 0.031226 | val_loss: 0.0312432 | Time: 1131.94 ms
[2022-04-09 09:35:42 main:574] : INFO : Epoch 1732 | loss: 0.03123 | val_loss: 0.0312389 | Time: 1135.03 ms
[2022-04-09 09:35:43 main:574] : INFO : Epoch 1733 | loss: 0.0312287 | val_loss: 0.0312452 | Time: 1129.41 ms
[2022-04-09 09:35:44 main:574] : INFO : Epoch 1734 | loss: 0.0312276 | val_loss: 0.0312356 | Time: 1135.72 ms
[2022-04-09 09:35:45 main:574] : INFO : Epoch 1735 | loss: 0.0312252 | val_loss: 0.0312319 | Time: 1148.9 ms
[2022-04-09 09:35:46 main:574] : INFO : Epoch 1736 | loss: 0.0312264 | val_loss: 0.0312296 | Time: 1126.11 ms
[2022-04-09 09:35:47 main:574] : INFO : Epoch 1737 | loss: 0.0312278 | val_loss: 0.0312222 | Time: 1141.68 ms
[2022-04-09 09:35:49 main:574] : INFO : Epoch 1738 | loss: 0.0312272 | val_loss: 0.0312222 | Time: 1121.04 ms
[2022-04-09 09:35:50 main:574] : INFO : Epoch 1739 | loss: 0.0312246 | val_loss: 0.0312234 | Time: 1123.61 ms
[2022-04-09 09:35:51 main:574] : INFO : Epoch 1740 | loss: 0.0312238 | val_loss: 0.0312212 | Time: 1139.09 ms
[2022-04-09 09:35:52 main:574] : INFO : Epoch 1741 | loss: 0.0312231 | val_loss: 0.0312221 | Time: 1125.2 ms
[2022-04-09 09:35:53 main:574] : INFO : Epoch 1742 | loss: 0.0312226 | val_loss: 0.0312225 | Time: 1134.64 ms
[2022-04-09 09:35:54 main:574] : INFO : Epoch 1743 | loss: 0.031223 | val_loss: 0.0312212 | Time: 1130.19 ms
[2022-04-09 09:35:55 main:574] : INFO : Epoch 1744 | loss: 0.0312226 | val_loss: 0.0312213 | Time: 1138.78 ms
[2022-04-09 09:35:57 main:574] : INFO : Epoch 1745 | loss: 0.0312215 | val_loss: 0.0312218 | Time: 1133.18 ms
[2022-04-09 09:35:58 main:574] : INFO : Epoch 1746 | loss: 0.0312219 | val_loss: 0.0312212 | Time: 1133.66 ms
[2022-04-09 09:35:59 main:574] : INFO : Epoch 1747 | loss: 0.0312211 | val_loss: 0.0312216 | Time: 1156.71 ms
[2022-04-09 09:36:00 main:574] : INFO : Epoch 1748 | loss: 0.0312217 | val_loss: 0.0312213 | Time: 1134.63 ms
[2022-04-09 09:36:01 main:574] : INFO : Epoch 1749 | loss: 0.0312207 | val_loss: 0.0312212 | Time: 1134.81 ms
[2022-04-09 09:36:02 main:574] : INFO : Epoch 1750 | loss: 0.0312209 | val_loss: 0.0312225 | Time: 1129.3 ms
[2022-04-09 09:36:03 main:574] : INFO : Epoch 1751 | loss: 0.0312225 | val_loss: 0.0312294 | Time: 1132.34 ms
[2022-04-09 09:36:05 main:574] : INFO : Epoch 1752 | loss: 0.0312222 | val_loss: 0.0312227 | Time: 1141.55 ms
[2022-04-09 09:36:06 main:574] : INFO : Epoch 1753 | loss: 0.0312199 | val_loss: 0.0312213 | Time: 1127.57 ms
[2022-04-09 09:36:07 main:574] : INFO : Epoch 1754 | loss: 0.0312201 | val_loss: 0.0312226 | Time: 1129.33 ms
[2022-04-09 09:36:08 main:574] : INFO : Epoch 1755 | loss: 0.0312197 | val_loss: 0.0312207 | Time: 1123.66 ms
[2022-04-09 09:36:09 main:574] : INFO : Epoch 1756 | loss: 0.0312197 | val_loss: 0.0312223 | Time: 1136.57 ms
[2022-04-09 09:36:10 main:574] : INFO : Epoch 1757 | loss: 0.0312243 | val_loss: 0.0312207 | Time: 1133.56 ms
[2022-04-09 09:36:11 main:574] : INFO : Epoch 1758 | loss: 0.0312205 | val_loss: 0.0312232 | Time: 1133.81 ms
[2022-04-09 09:36:13 main:574] : INFO : Epoch 1759 | loss: 0.0312199 | val_loss: 0.0312198 | Time: 1132.39 ms
[2022-04-09 09:36:14 main:574] : INFO : Epoch 1760 | loss: 0.0312201 | val_loss: 0.0312202 | Time: 1136.05 ms
[2022-04-09 09:36:15 main:574] : INFO : Epoch 1761 | loss: 0.0312197 | val_loss: 0.0312208 | Time: 1122.95 ms
[2022-04-09 09:36:16 main:574] : INFO : Epoch 1762 | loss: 0.0312199 | val_loss: 0.0312213 | Time: 1143.09 ms
[2022-04-09 09:36:17 main:574] : INFO : Epoch 1763 | loss: 0.0312194 | val_loss: 0.0312214 | Time: 1126.95 ms
[2022-04-09 09:36:18 main:574] : INFO : Epoch 1764 | loss: 0.0312198 | val_loss: 0.0312245 | Time: 1135.85 ms
[2022-04-09 09:36:19 main:574] : INFO : Epoch 1765 | loss: 0.0312248 | val_loss: 0.0312263 | Time: 1133.5 ms
[2022-04-09 09:36:21 main:574] : INFO : Epoch 1766 | loss: 0.031222 | val_loss: 0.0312205 | Time: 1137.32 ms
[2022-04-09 09:36:22 main:574] : INFO : Epoch 1767 | loss: 0.03122 | val_loss: 0.0312257 | Time: 1134.44 ms
[2022-04-09 09:36:23 main:574] : INFO : Epoch 1768 | loss: 0.03122 | val_loss: 0.0312215 | Time: 1135.02 ms
[2022-04-09 09:36:24 main:574] : INFO : Epoch 1769 | loss: 0.0312194 | val_loss: 0.0312197 | Time: 1136.81 ms
[2022-04-09 09:36:25 main:574] : INFO : Epoch 1770 | loss: 0.031219 | val_loss: 0.0312197 | Time: 1139.29 ms
[2022-04-09 09:36:26 main:574] : INFO : Epoch 1771 | loss: 0.0312188 | val_loss: 0.0312212 | Time: 1132.91 ms
[2022-04-09 09:36:27 main:574] : INFO : Epoch 1772 | loss: 0.0312205 | val_loss: 0.0312196 | Time: 1132.38 ms
[2022-04-09 09:36:28 main:574] : INFO : Epoch 1773 | loss: 0.03122 | val_loss: 0.0312237 | Time: 1133.55 ms
[2022-04-09 09:36:30 main:574] : INFO : Epoch 1774 | loss: 0.031222 | val_loss: 0.0312211 | Time: 1126.93 ms
[2022-04-09 09:36:31 main:574] : INFO : Epoch 1775 | loss: 0.0312192 | val_loss: 0.0312214 | Time: 1130.87 ms
[2022-04-09 09:36:32 main:574] : INFO : Epoch 1776 | loss: 0.0312211 | val_loss: 0.0312357 | Time: 1130 ms
[2022-04-09 09:36:33 main:574] : INFO : Epoch 1777 | loss: 0.0312275 | val_loss: 0.0312313 | Time: 1126.32 ms
[2022-04-09 09:36:34 main:574] : INFO : Epoch 1778 | loss: 0.0312293 | val_loss: 0.0312324 | Time: 1139.38 ms
[2022-04-09 09:36:35 main:574] : INFO : Epoch 1779 | loss: 0.0312337 | val_loss: 0.0312363 | Time: 1135.28 ms
[2022-04-09 09:36:36 main:574] : INFO : Epoch 1780 | loss: 0.031223 | val_loss: 0.0312214 | Time: 1134.05 ms
[2022-04-09 09:36:38 main:574] : INFO : Epoch 1781 | loss: 0.0312195 | val_loss: 0.0312217 | Time: 1140.37 ms
[2022-04-09 09:36:39 main:574] : INFO : Epoch 1782 | loss: 0.0312182 | val_loss: 0.0312193 | Time: 1133.04 ms
[2022-04-09 09:36:40 main:574] : INFO : Epoch 1783 | loss: 0.0312192 | val_loss: 0.0312219 | Time: 1123.87 ms
[2022-04-09 09:36:41 main:574] : INFO : Epoch 1784 | loss: 0.0312197 | val_loss: 0.0312194 | Time: 1133.76 ms
[2022-04-09 09:36:42 main:574] : INFO : Epoch 1785 | loss: 0.0312193 | val_loss: 0.0312206 | Time: 1135.08 ms
[2022-04-09 09:36:43 main:574] : INFO : Epoch 1786 | loss: 0.0312196 | val_loss: 0.0312188 | Time: 1142.2 ms
[2022-04-09 09:36:44 main:574] : INFO : Epoch 1787 | loss: 0.03122 | val_loss: 0.0312254 | Time: 1145.15 ms
[2022-04-09 09:36:46 main:574] : INFO : Epoch 1788 | loss: 0.0312189 | val_loss: 0.0312193 | Time: 1136.38 ms
[2022-04-09 09:36:47 main:574] : INFO : Epoch 1789 | loss: 0.0312181 | val_loss: 0.0312221 | Time: 1133.98 ms
[2022-04-09 09:36:48 main:574] : INFO : Epoch 1790 | loss: 0.0312187 | val_loss: 0.0312186 | Time: 1137.44 ms
[2022-04-09 09:36:49 main:574] : INFO : Epoch 1791 | loss: 0.0312189 | val_loss: 0.0312186 | Time: 1133.08 ms
[2022-04-09 09:36:50 main:574] : INFO : Epoch 1792 | loss: 0.031218 | val_loss: 0.0312203 | Time: 1145.67 ms
[2022-04-09 09:36:51 main:574] : INFO : Epoch 1793 | loss: 0.031219 | val_loss: 0.0312242 | Time: 1126.04 ms
[2022-04-09 09:36:52 main:574] : INFO : Epoch 1794 | loss: 0.0312195 | val_loss: 0.0312191 | Time: 1124.43 ms
[2022-04-09 09:36:54 main:574] : INFO : Epoch 1795 | loss: 0.0312177 | val_loss: 0.0312186 | Time: 1135.15 ms
[2022-04-09 09:36:55 main:574] : INFO : Epoch 1796 | loss: 0.0312178 | val_loss: 0.0312181 | Time: 1140.98 ms
[2022-04-09 09:36:56 main:574] : INFO : Epoch 1797 | loss: 0.0312172 | val_loss: 0.0312187 | Time: 1129.96 ms
[2022-04-09 09:36:57 main:574] : INFO : Epoch 1798 | loss: 0.0312175 | val_loss: 0.0312182 | Time: 1135.46 ms
[2022-04-09 09:36:58 main:574] : INFO : Epoch 1799 | loss: 0.0312199 | val_loss: 0.0312183 | Time: 1134.34 ms
[2022-04-09 09:36:59 main:574] : INFO : Epoch 1800 | loss: 0.0312177 | val_loss: 0.0312178 | Time: 1143.75 ms
[2022-04-09 09:37:00 main:574] : INFO : Epoch 1801 | loss: 0.0312179 | val_loss: 0.0312217 | Time: 1139.24 ms
[2022-04-09 09:37:02 main:574] : INFO : Epoch 1802 | loss: 0.0312191 | val_loss: 0.0312189 | Time: 1129.04 ms
[2022-04-09 09:37:03 main:574] : INFO : Epoch 1803 | loss: 0.0312175 | val_loss: 0.0312179 | Time: 1143.4 ms
[2022-04-09 09:37:04 main:574] : INFO : Epoch 1804 | loss: 0.0312185 | val_loss: 0.0312233 | Time: 1145.96 ms
[2022-04-09 09:37:05 main:574] : INFO : Epoch 1805 | loss: 0.0312185 | val_loss: 0.0312189 | Time: 1124.7 ms
[2022-04-09 09:37:06 main:574] : INFO : Epoch 1806 | loss: 0.0312178 | val_loss: 0.0312182 | Time: 1133.9 ms
[2022-04-09 09:37:07 main:574] : INFO : Epoch 1807 | loss: 0.0312191 | val_loss: 0.0312197 | Time: 1121.24 ms
[2022-04-09 09:37:08 main:574] : INFO : Epoch 1808 | loss: 0.0312187 | val_loss: 0.0312191 | Time: 1129.86 ms
[2022-04-09 09:37:10 main:574] : INFO : Epoch 1809 | loss: 0.0312195 | val_loss: 0.0312243 | Time: 1118.68 ms
[2022-04-09 09:37:11 main:574] : INFO : Epoch 1810 | loss: 0.0312177 | val_loss: 0.0312178 | Time: 1126.82 ms
[2022-04-09 09:37:12 main:574] : INFO : Epoch 1811 | loss: 0.031218 | val_loss: 0.0312179 | Time: 1133.81 ms
[2022-04-09 09:37:13 main:574] : INFO : Epoch 1812 | loss: 0.0312173 | val_loss: 0.0312175 | Time: 1137.65 ms
[2022-04-09 09:37:14 main:574] : INFO : Epoch 1813 | loss: 0.0312168 | val_loss: 0.0312177 | Time: 1131 ms
[2022-04-09 09:37:15 main:574] : INFO : Epoch 1814 | loss: 0.0312169 | val_loss: 0.0312184 | Time: 1123.13 ms
[2022-04-09 09:37:16 main:574] : INFO : Epoch 1815 | loss: 0.0312165 | val_loss: 0.031218 | Time: 1131.83 ms
[2022-04-09 09:37:18 main:574] : INFO : Epoch 1816 | loss: 0.0312173 | val_loss: 0.0312175 | Time: 1127.65 ms
[2022-04-09 09:37:19 main:574] : INFO : Epoch 1817 | loss: 0.0312172 | val_loss: 0.0312195 | Time: 1131.51 ms
[2022-04-09 09:37:20 main:574] : INFO : Epoch 1818 | loss: 0.0312174 | val_loss: 0.0312171 | Time: 1158.18 ms
[2022-04-09 09:37:21 main:574] : INFO : Epoch 1819 | loss: 0.0312169 | val_loss: 0.0312176 | Time: 1143.78 ms
[2022-04-09 09:37:22 main:574] : INFO : Epoch 1820 | loss: 0.0312163 | val_loss: 0.0312169 | Time: 1125.09 ms
[2022-04-09 09:37:23 main:574] : INFO : Epoch 1821 | loss: 0.0312164 | val_loss: 0.0312172 | Time: 1130.03 ms
[2022-04-09 09:37:24 main:574] : INFO : Epoch 1822 | loss: 0.0312182 | val_loss: 0.0312175 | Time: 1139.51 ms
[2022-04-09 09:37:26 main:574] : INFO : Epoch 1823 | loss: 0.0312168 | val_loss: 0.0312175 | Time: 1137.48 ms
[2022-04-09 09:37:27 main:574] : INFO : Epoch 1824 | loss: 0.0312161 | val_loss: 0.0312166 | Time: 1136.14 ms
[2022-04-09 09:37:28 main:574] : INFO : Epoch 1825 | loss: 0.0312168 | val_loss: 0.0312171 | Time: 1130.07 ms
[2022-04-09 09:37:29 main:574] : INFO : Epoch 1826 | loss: 0.0312173 | val_loss: 0.0312254 | Time: 1138.56 ms
[2022-04-09 09:37:30 main:574] : INFO : Epoch 1827 | loss: 0.0312194 | val_loss: 0.0312219 | Time: 1132.68 ms
[2022-04-09 09:37:31 main:574] : INFO : Epoch 1828 | loss: 0.0312168 | val_loss: 0.0312179 | Time: 1125.9 ms
[2022-04-09 09:37:32 main:574] : INFO : Epoch 1829 | loss: 0.0312168 | val_loss: 0.0312171 | Time: 1131.48 ms
[2022-04-09 09:37:33 main:574] : INFO : Epoch 1830 | loss: 0.0312158 | val_loss: 0.0312214 | Time: 1124 ms
[2022-04-09 09:37:35 main:574] : INFO : Epoch 1831 | loss: 0.0312181 | val_loss: 0.0312204 | Time: 1132.91 ms
[2022-04-09 09:37:36 main:574] : INFO : Epoch 1832 | loss: 0.0312163 | val_loss: 0.0312172 | Time: 1130.88 ms
[2022-04-09 09:37:37 main:574] : INFO : Epoch 1833 | loss: 0.0312175 | val_loss: 0.031217 | Time: 1137.31 ms
[2022-04-09 09:37:38 main:574] : INFO : Epoch 1834 | loss: 0.0312182 | val_loss: 0.0312219 | Time: 1139.61 ms
[2022-04-09 09:37:39 main:574] : INFO : Epoch 1835 | loss: 0.0312174 | val_loss: 0.0312181 | Time: 1144.67 ms
[2022-04-09 09:37:40 main:574] : INFO : Epoch 1836 | loss: 0.0312168 | val_loss: 0.0312173 | Time: 1128.38 ms
[2022-04-09 09:37:41 main:574] : INFO : Epoch 1837 | loss: 0.0312165 | val_loss: 0.0312167 | Time: 1139.98 ms
[2022-04-09 09:37:43 main:574] : INFO : Epoch 1838 | loss: 0.0312175 | val_loss: 0.031218 | Time: 1141.21 ms
[2022-04-09 09:37:44 main:574] : INFO : Epoch 1839 | loss: 0.0312173 | val_loss: 0.031219 | Time: 1131.09 ms
[2022-04-09 09:37:45 main:574] : INFO : Epoch 1840 | loss: 0.031219 | val_loss: 0.0312178 | Time: 1133.5 ms
[2022-04-09 09:37:46 main:574] : INFO : Epoch 1841 | loss: 0.0312185 | val_loss: 0.0312187 | Time: 1132.47 ms
[2022-04-09 09:37:47 main:574] : INFO : Epoch 1842 | loss: 0.0312178 | val_loss: 0.0312199 | Time: 1133.69 ms
[2022-04-09 09:37:48 main:574] : INFO : Epoch 1843 | loss: 0.031219 | val_loss: 0.0312199 | Time: 1135.55 ms
[2022-04-09 09:37:49 main:574] : INFO : Epoch 1844 | loss: 0.0312173 | val_loss: 0.0312188 | Time: 1147.79 ms
[2022-04-09 09:37:51 main:574] : INFO : Epoch 1845 | loss: 0.0312187 | val_loss: 0.03122 | Time: 1136.84 ms
[2022-04-09 09:37:52 main:574] : INFO : Epoch 1846 | loss: 0.0312169 | val_loss: 0.031218 | Time: 1138.39 ms
[2022-04-09 09:37:53 main:574] : INFO : Epoch 1847 | loss: 0.0312171 | val_loss: 0.0312187 | Time: 1133.85 ms
[2022-04-09 09:37:54 main:574] : INFO : Epoch 1848 | loss: 0.0312159 | val_loss: 0.031218 | Time: 1123.72 ms
[2022-04-09 09:37:55 main:574] : INFO : Epoch 1849 | loss: 0.0312157 | val_loss: 0.0312187 | Time: 1122 ms
[2022-04-09 09:37:56 main:574] : INFO : Epoch 1850 | loss: 0.0312157 | val_loss: 0.0312179 | Time: 1137.81 ms
[2022-04-09 09:37:57 main:574] : INFO : Epoch 1851 | loss: 0.0312159 | val_loss: 0.0312195 | Time: 1123.21 ms
[2022-04-09 09:37:59 main:574] : INFO : Epoch 1852 | loss: 0.0312162 | val_loss: 0.031219 | Time: 1134.91 ms
[2022-04-09 09:38:00 main:574] : INFO : Epoch 1853 | loss: 0.0312155 | val_loss: 0.0312176 | Time: 1147.51 ms
[2022-04-09 09:38:01 main:574] : INFO : Epoch 1854 | loss: 0.0312159 | val_loss: 0.0312188 | Time: 1135.93 ms
[2022-04-09 09:38:02 main:574] : INFO : Epoch 1855 | loss: 0.0312168 | val_loss: 0.0312177 | Time: 1136.92 ms
[2022-04-09 09:38:03 main:574] : INFO : Epoch 1856 | loss: 0.0312166 | val_loss: 0.0312202 | Time: 1143.54 ms
[2022-04-09 09:38:04 main:574] : INFO : Epoch 1857 | loss: 0.0312158 | val_loss: 0.0312178 | Time: 1131.11 ms
[2022-04-09 09:38:05 main:574] : INFO : Epoch 1858 | loss: 0.0312165 | val_loss: 0.0312185 | Time: 1127.35 ms
[2022-04-09 09:38:07 main:574] : INFO : Epoch 1859 | loss: 0.0312152 | val_loss: 0.0312235 | Time: 1136.45 ms
[2022-04-09 09:38:08 main:574] : INFO : Epoch 1860 | loss: 0.0312156 | val_loss: 0.031219 | Time: 1132.07 ms
[2022-04-09 09:38:09 main:574] : INFO : Epoch 1861 | loss: 0.0312171 | val_loss: 0.0312235 | Time: 1139.02 ms
[2022-04-09 09:38:10 main:574] : INFO : Epoch 1862 | loss: 0.0312167 | val_loss: 0.0312204 | Time: 1124.33 ms
[2022-04-09 09:38:11 main:574] : INFO : Epoch 1863 | loss: 0.0312155 | val_loss: 0.0312182 | Time: 1158.59 ms
[2022-04-09 09:38:12 main:574] : INFO : Epoch 1864 | loss: 0.0312146 | val_loss: 0.0312187 | Time: 1140.44 ms
[2022-04-09 09:38:13 main:574] : INFO : Epoch 1865 | loss: 0.0312142 | val_loss: 0.0312188 | Time: 1129.99 ms
[2022-04-09 09:38:15 main:574] : INFO : Epoch 1866 | loss: 0.0312144 | val_loss: 0.0312194 | Time: 1128.23 ms
[2022-04-09 09:38:16 main:574] : INFO : Epoch 1867 | loss: 0.0312152 | val_loss: 0.0312239 | Time: 1150.38 ms
[2022-04-09 09:38:17 main:574] : INFO : Epoch 1868 | loss: 0.031214 | val_loss: 0.0312265 | Time: 1137.66 ms
[2022-04-09 09:38:18 main:574] : INFO : Epoch 1869 | loss: 0.0312151 | val_loss: 0.0312261 | Time: 1132.03 ms
[2022-04-09 09:38:19 main:574] : INFO : Epoch 1870 | loss: 0.0312147 | val_loss: 0.031226 | Time: 1122.23 ms
[2022-04-09 09:38:20 main:574] : INFO : Epoch 1871 | loss: 0.0312142 | val_loss: 0.0312302 | Time: 1146.79 ms
[2022-04-09 09:38:21 main:574] : INFO : Epoch 1872 | loss: 0.0312145 | val_loss: 0.0312322 | Time: 1126.09 ms
[2022-04-09 09:38:23 main:574] : INFO : Epoch 1873 | loss: 0.031216 | val_loss: 0.0312351 | Time: 1130.77 ms
[2022-04-09 09:38:24 main:574] : INFO : Epoch 1874 | loss: 0.0312163 | val_loss: 0.0312343 | Time: 1129.28 ms
[2022-04-09 09:38:25 main:574] : INFO : Epoch 1875 | loss: 0.0312161 | val_loss: 0.0312273 | Time: 1127.03 ms
[2022-04-09 09:38:26 main:574] : INFO : Epoch 1876 | loss: 0.0312154 | val_loss: 0.0312318 | Time: 1119.81 ms
[2022-04-09 09:38:27 main:574] : INFO : Epoch 1877 | loss: 0.0312179 | val_loss: 0.0312375 | Time: 1131.43 ms
[2022-04-09 09:38:28 main:574] : INFO : Epoch 1878 | loss: 0.0312157 | val_loss: 0.0312368 | Time: 1137.45 ms
[2022-04-09 09:38:29 main:574] : INFO : Epoch 1879 | loss: 0.0312172 | val_loss: 0.0312372 | Time: 1136.82 ms
[2022-04-09 09:38:30 main:574] : INFO : Epoch 1880 | loss: 0.0312153 | val_loss: 0.0312348 | Time: 1130.35 ms
[2022-04-09 09:38:32 main:574] : INFO : Epoch 1881 | loss: 0.0312154 | val_loss: 0.0312368 | Time: 1129.06 ms
[2022-04-09 09:38:33 main:574] : INFO : Epoch 1882 | loss: 0.0312146 | val_loss: 0.0312378 | Time: 1135.67 ms
[2022-04-09 09:38:34 main:574] : INFO : Epoch 1883 | loss: 0.0312135 | val_loss: 0.0312367 | Time: 1137.38 ms
[2022-04-09 09:38:35 main:574] : INFO : Epoch 1884 | loss: 0.0312138 | val_loss: 0.0312393 | Time: 1128.12 ms
[2022-04-09 09:38:36 main:574] : INFO : Epoch 1885 | loss: 0.0312147 | val_loss: 0.031235 | Time: 1135.97 ms
[2022-04-09 09:38:37 main:574] : INFO : Epoch 1886 | loss: 0.0312154 | val_loss: 0.0312413 | Time: 1142.31 ms
[2022-04-09 09:38:38 main:574] : INFO : Epoch 1887 | loss: 0.031214 | val_loss: 0.031239 | Time: 1144.88 ms
[2022-04-09 09:38:40 main:574] : INFO : Epoch 1888 | loss: 0.0312162 | val_loss: 0.03123 | Time: 1147.55 ms
[2022-04-09 09:38:41 main:574] : INFO : Epoch 1889 | loss: 0.0312164 | val_loss: 0.0312281 | Time: 1128.94 ms
[2022-04-09 09:38:42 main:574] : INFO : Epoch 1890 | loss: 0.0312139 | val_loss: 0.0312295 | Time: 1132.54 ms
[2022-04-09 09:38:43 main:574] : INFO : Epoch 1891 | loss: 0.0312134 | val_loss: 0.0312258 | Time: 1130.92 ms
[2022-04-09 09:38:44 main:574] : INFO : Epoch 1892 | loss: 0.0312132 | val_loss: 0.0312273 | Time: 1120.4 ms
[2022-04-09 09:38:45 main:574] : INFO : Epoch 1893 | loss: 0.0312143 | val_loss: 0.0312277 | Time: 1139.67 ms
[2022-04-09 09:38:46 main:574] : INFO : Epoch 1894 | loss: 0.0312142 | val_loss: 0.0312271 | Time: 1141.99 ms
[2022-04-09 09:38:48 main:574] : INFO : Epoch 1895 | loss: 0.0312137 | val_loss: 0.0312261 | Time: 1127.63 ms
[2022-04-09 09:38:49 main:574] : INFO : Epoch 1896 | loss: 0.0312143 | val_loss: 0.0312231 | Time: 1140.95 ms
[2022-04-09 09:38:50 main:574] : INFO : Epoch 1897 | loss: 0.0312139 | val_loss: 0.0312256 | Time: 1127.36 ms
[2022-04-09 09:38:51 main:574] : INFO : Epoch 1898 | loss: 0.031213 | val_loss: 0.0312256 | Time: 1134.5 ms
[2022-04-09 09:38:52 main:574] : INFO : Epoch 1899 | loss: 0.031213 | val_loss: 0.0312252 | Time: 1139.92 ms
[2022-04-09 09:38:53 main:574] : INFO : Epoch 1900 | loss: 0.031213 | val_loss: 0.0312242 | Time: 1142.37 ms
[2022-04-09 09:38:54 main:574] : INFO : Epoch 1901 | loss: 0.0312129 | val_loss: 0.0312242 | Time: 1139.56 ms
[2022-04-09 09:38:56 main:574] : INFO : Epoch 1902 | loss: 0.0312132 | val_loss: 0.0312249 | Time: 1122.24 ms
[2022-04-09 09:38:57 main:574] : INFO : Epoch 1903 | loss: 0.0312138 | val_loss: 0.0312259 | Time: 1126.91 ms
[2022-04-09 09:38:58 main:574] : INFO : Epoch 1904 | loss: 0.0312128 | val_loss: 0.0312304 | Time: 1125.3 ms
[2022-04-09 09:38:59 main:574] : INFO : Epoch 1905 | loss: 0.031214 | val_loss: 0.03123 | Time: 1131.98 ms
[2022-04-09 09:39:00 main:574] : INFO : Epoch 1906 | loss: 0.0312146 | val_loss: 0.0312292 | Time: 1123.95 ms
[2022-04-09 09:39:01 main:574] : INFO : Epoch 1907 | loss: 0.0312129 | val_loss: 0.0312326 | Time: 1145.58 ms
[2022-04-09 09:39:02 main:574] : INFO : Epoch 1908 | loss: 0.0312121 | val_loss: 0.0312291 | Time: 1128.56 ms
[2022-04-09 09:39:04 main:574] : INFO : Epoch 1909 | loss: 0.0312121 | val_loss: 0.0312291 | Time: 1127.76 ms
[2022-04-09 09:39:05 main:574] : INFO : Epoch 1910 | loss: 0.0312133 | val_loss: 0.0312395 | Time: 1140.87 ms
[2022-04-09 09:39:06 main:574] : INFO : Epoch 1911 | loss: 0.0312132 | val_loss: 0.0312423 | Time: 1130.28 ms
[2022-04-09 09:39:07 main:574] : INFO : Epoch 1912 | loss: 0.0312122 | val_loss: 0.0312407 | Time: 1123.62 ms
[2022-04-09 09:39:08 main:574] : INFO : Epoch 1913 | loss: 0.031212 | val_loss: 0.0312418 | Time: 1126.57 ms
[2022-04-09 09:39:09 main:574] : INFO : Epoch 1914 | loss: 0.0312119 | val_loss: 0.0312469 | Time: 1127.06 ms
[2022-04-09 09:39:10 main:574] : INFO : Epoch 1915 | loss: 0.0312118 | val_loss: 0.0312467 | Time: 1131.85 ms
[2022-04-09 09:39:12 main:574] : INFO : Epoch 1916 | loss: 0.0312134 | val_loss: 0.0312505 | Time: 1147.6 ms
[2022-04-09 09:39:13 main:574] : INFO : Epoch 1917 | loss: 0.0312133 | val_loss: 0.0312434 | Time: 1138.91 ms
[2022-04-09 09:39:14 main:574] : INFO : Epoch 1918 | loss: 0.0312123 | val_loss: 0.0312493 | Time: 1133.56 ms
[2022-04-09 09:39:15 main:574] : INFO : Epoch 1919 | loss: 0.0312118 | val_loss: 0.0312471 | Time: 1140.38 ms
[2022-04-09 09:39:16 main:574] : INFO : Epoch 1920 | loss: 0.0312119 | val_loss: 0.0312536 | Time: 1127.26 ms
[2022-04-09 09:39:17 main:574] : INFO : Epoch 1921 | loss: 0.031212 | val_loss: 0.0312622 | Time: 1129.08 ms
[2022-04-09 09:39:18 main:574] : INFO : Epoch 1922 | loss: 0.0312126 | val_loss: 0.0312586 | Time: 1133.69 ms
[2022-04-09 09:39:19 main:574] : INFO : Epoch 1923 | loss: 0.0312122 | val_loss: 0.0312553 | Time: 1136.1 ms
[2022-04-09 09:39:21 main:574] : INFO : Epoch 1924 | loss: 0.0312117 | val_loss: 0.0312548 | Time: 1131.31 ms
[2022-04-09 09:39:22 main:574] : INFO : Epoch 1925 | loss: 0.031213 | val_loss: 0.0312469 | Time: 1132.38 ms
[2022-04-09 09:39:23 main:574] : INFO : Epoch 1926 | loss: 0.0312123 | val_loss: 0.0312651 | Time: 1138.57 ms
[2022-04-09 09:39:24 main:574] : INFO : Epoch 1927 | loss: 0.0312116 | val_loss: 0.0312674 | Time: 1135.62 ms
[2022-04-09 09:39:25 main:574] : INFO : Epoch 1928 | loss: 0.0312121 | val_loss: 0.031266 | Time: 1122.39 ms
[2022-04-09 09:39:26 main:574] : INFO : Epoch 1929 | loss: 0.0312125 | val_loss: 0.0312543 | Time: 1135.23 ms
[2022-04-09 09:39:27 main:574] : INFO : Epoch 1930 | loss: 0.0312125 | val_loss: 0.0312585 | Time: 1148.52 ms
[2022-04-09 09:39:29 main:574] : INFO : Epoch 1931 | loss: 0.0312123 | val_loss: 0.0312576 | Time: 1130.88 ms
[2022-04-09 09:39:30 main:574] : INFO : Epoch 1932 | loss: 0.0312137 | val_loss: 0.0312718 | Time: 1136.02 ms
[2022-04-09 09:39:31 main:574] : INFO : Epoch 1933 | loss: 0.0312114 | val_loss: 0.0312727 | Time: 1144.49 ms
[2022-04-09 09:39:32 main:574] : INFO : Epoch 1934 | loss: 0.0312107 | val_loss: 0.0312691 | Time: 1141.4 ms
[2022-04-09 09:39:33 main:574] : INFO : Epoch 1935 | loss: 0.0312118 | val_loss: 0.0312683 | Time: 1130.8 ms
[2022-04-09 09:39:34 main:574] : INFO : Epoch 1936 | loss: 0.0312128 | val_loss: 0.0312617 | Time: 1134.7 ms
[2022-04-09 09:39:35 main:574] : INFO : Epoch 1937 | loss: 0.0312118 | val_loss: 0.0312663 | Time: 1132.78 ms
[2022-04-09 09:39:37 main:574] : INFO : Epoch 1938 | loss: 0.031212 | val_loss: 0.0312748 | Time: 1141.81 ms
[2022-04-09 09:39:38 main:574] : INFO : Epoch 1939 | loss: 0.0312112 | val_loss: 0.0312725 | Time: 1140.62 ms
[2022-04-09 09:39:39 main:574] : INFO : Epoch 1940 | loss: 0.0312112 | val_loss: 0.0312711 | Time: 1135.7 ms
[2022-04-09 09:39:40 main:574] : INFO : Epoch 1941 | loss: 0.0312102 | val_loss: 0.0312675 | Time: 1129.32 ms
[2022-04-09 09:39:41 main:574] : INFO : Epoch 1942 | loss: 0.0312114 | val_loss: 0.0312664 | Time: 1143.84 ms
[2022-04-09 09:39:42 main:574] : INFO : Epoch 1943 | loss: 0.0312133 | val_loss: 0.0312635 | Time: 1133.33 ms
[2022-04-09 09:39:43 main:574] : INFO : Epoch 1944 | loss: 0.0312103 | val_loss: 0.0312628 | Time: 1128.45 ms
[2022-04-09 09:39:45 main:574] : INFO : Epoch 1945 | loss: 0.0312111 | val_loss: 0.0312567 | Time: 1137.23 ms
[2022-04-09 09:39:46 main:574] : INFO : Epoch 1946 | loss: 0.0312121 | val_loss: 0.0312462 | Time: 1125.58 ms
[2022-04-09 09:39:47 main:574] : INFO : Epoch 1947 | loss: 0.0312118 | val_loss: 0.0312406 | Time: 1133.55 ms
[2022-04-09 09:39:48 main:574] : INFO : Epoch 1948 | loss: 0.0312123 | val_loss: 0.0312426 | Time: 1134.8 ms
[2022-04-09 09:39:49 main:574] : INFO : Epoch 1949 | loss: 0.0312105 | val_loss: 0.0312369 | Time: 1133.11 ms
[2022-04-09 09:39:50 main:574] : INFO : Epoch 1950 | loss: 0.0312115 | val_loss: 0.031233 | Time: 1144.13 ms
[2022-04-09 09:39:51 main:574] : INFO : Epoch 1951 | loss: 0.0312112 | val_loss: 0.0312269 | Time: 1147.78 ms
[2022-04-09 09:39:53 main:574] : INFO : Epoch 1952 | loss: 0.0312113 | val_loss: 0.0312232 | Time: 1119.59 ms
[2022-04-09 09:39:54 main:574] : INFO : Epoch 1953 | loss: 0.0312122 | val_loss: 0.0312189 | Time: 1130.99 ms
[2022-04-09 09:39:55 main:574] : INFO : Epoch 1954 | loss: 0.0312101 | val_loss: 0.0312233 | Time: 1140.55 ms
[2022-04-09 09:39:56 main:574] : INFO : Epoch 1955 | loss: 0.0312103 | val_loss: 0.0312179 | Time: 1133.17 ms
[2022-04-09 09:39:57 main:574] : INFO : Epoch 1956 | loss: 0.0312101 | val_loss: 0.0312179 | Time: 1142.55 ms
[2022-04-09 09:39:58 main:574] : INFO : Epoch 1957 | loss: 0.0312111 | val_loss: 0.0312194 | Time: 1128.73 ms
[2022-04-09 09:39:59 main:574] : INFO : Epoch 1958 | loss: 0.0312113 | val_loss: 0.0312193 | Time: 1144.4 ms
[2022-04-09 09:40:01 main:574] : INFO : Epoch 1959 | loss: 0.0312146 | val_loss: 0.0312212 | Time: 1137.67 ms
[2022-04-09 09:40:02 main:574] : INFO : Epoch 1960 | loss: 0.0312146 | val_loss: 0.0312161 | Time: 1124.71 ms
[2022-04-09 09:40:03 main:574] : INFO : Epoch 1961 | loss: 0.0314056 | val_loss: 0.0315491 | Time: 1126.8 ms
[2022-04-09 09:40:04 main:574] : INFO : Epoch 1962 | loss: 0.0373176 | val_loss: 0.0331581 | Time: 1132.62 ms
[2022-04-09 09:40:05 main:574] : INFO : Epoch 1963 | loss: 0.0318825 | val_loss: 0.0315431 | Time: 1125.1 ms
[2022-04-09 09:40:06 main:574] : INFO : Epoch 1964 | loss: 0.0313515 | val_loss: 0.031282 | Time: 1131.96 ms
[2022-04-09 09:40:07 main:574] : INFO : Epoch 1965 | loss: 0.0312593 | val_loss: nan | Time: 1123.07 ms
[2022-04-09 09:40:09 main:574] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 1148.57 ms
[2022-04-09 09:40:10 main:574] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 1134.64 ms
[2022-04-09 09:40:11 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 1142.38 ms
[2022-04-09 09:40:12 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 1147.95 ms
[2022-04-09 09:40:13 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 1128.65 ms
[2022-04-09 09:40:14 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 1132.14 ms
[2022-04-09 09:40:15 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 1131.84 ms
[2022-04-09 09:40:17 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 1126.4 ms
[2022-04-09 09:40:18 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 1141.73 ms
[2022-04-09 09:40:19 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 1119.55 ms
[2022-04-09 09:40:20 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 1130.56 ms
[2022-04-09 09:40:21 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 1129.77 ms
[2022-04-09 09:40:22 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 1124.78 ms
[2022-04-09 09:40:23 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 1135.94 ms
[2022-04-09 09:40:24 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 1129.48 ms
[2022-04-09 09:40:26 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 1148.69 ms
[2022-04-09 09:40:27 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 1124.18 ms
[2022-04-09 09:40:28 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 1135.7 ms
[2022-04-09 09:40:29 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 1124.38 ms
[2022-04-09 09:40:30 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 1125.48 ms
[2022-04-09 09:40:31 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 1131.7 ms
[2022-04-09 09:40:32 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 1138.3 ms
[2022-04-09 09:40:34 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 1130.54 ms
[2022-04-09 09:40:35 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 1124.85 ms
[2022-04-09 09:40:36 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 1141.35 ms
[2022-04-09 09:40:37 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 1124.25 ms
[2022-04-09 09:40:38 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 1135.19 ms
[2022-04-09 09:40:39 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 1129.41 ms
[2022-04-09 09:40:40 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 1124.92 ms
[2022-04-09 09:40:42 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 1131.24 ms
[2022-04-09 09:40:43 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 1125.83 ms
[2022-04-09 09:40:44 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 1133.01 ms
[2022-04-09 09:40:45 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 1125.1 ms
[2022-04-09 09:40:46 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 1127.88 ms
[2022-04-09 09:40:47 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 1126.62 ms
[2022-04-09 09:40:48 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 1131.7 ms
[2022-04-09 09:40:49 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 1135.29 ms
[2022-04-09 09:40:51 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 1120.37 ms
[2022-04-09 09:40:52 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 1130.32 ms
[2022-04-09 09:40:53 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 1131.49 ms
[2022-04-09 09:40:54 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 1129.64 ms
[2022-04-09 09:40:55 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 1154.94 ms
[2022-04-09 09:40:56 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 1145.42 ms
[2022-04-09 09:40:57 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 1131.67 ms
[2022-04-09 09:40:59 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 1142.02 ms
[2022-04-09 09:41:00 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 1145.81 ms
[2022-04-09 09:41:01 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 1129.26 ms
[2022-04-09 09:41:02 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 1120.64 ms
[2022-04-09 09:41:03 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 1140.3 ms
[2022-04-09 09:41:04 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 1127.43 ms
[2022-04-09 09:41:05 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 1128.79 ms
[2022-04-09 09:41:07 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 1126.79 ms
[2022-04-09 09:41:08 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 1145.31 ms
[2022-04-09 09:41:09 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 1123.38 ms
[2022-04-09 09:41:10 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 1132.44 ms
[2022-04-09 09:41:11 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 1116.1 ms
[2022-04-09 09:41:12 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1153.4 ms
[2022-04-09 09:41:13 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 1133.29 ms
[2022-04-09 09:41:15 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1145.46 ms
[2022-04-09 09:41:16 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1128.62 ms
[2022-04-09 09:41:17 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1135.69 ms
[2022-04-09 09:41:18 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1138.43 ms
[2022-04-09 09:41:19 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1135.2 ms
[2022-04-09 09:41:20 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1132.32 ms
[2022-04-09 09:41:21 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 1133.49 ms
[2022-04-09 09:41:23 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1127.38 ms
[2022-04-09 09:41:24 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1130.35 ms
[2022-04-09 09:41:25 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1123.85 ms
[2022-04-09 09:41:26 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1134.2 ms
[2022-04-09 09:41:27 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1122.39 ms
[2022-04-09 09:41:28 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1123.79 ms
[2022-04-09 09:41:29 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1129.23 ms
[2022-04-09 09:41:30 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1126.14 ms
[2022-04-09 09:41:32 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 1136.32 ms
[2022-04-09 09:41:33 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1133.98 ms
[2022-04-09 09:41:34 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 1143.75 ms
[2022-04-09 09:41:35 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1132.73 ms
[2022-04-09 09:41:36 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1133.67 ms
[2022-04-09 09:41:37 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1126.07 ms
[2022-04-09 09:41:38 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1126.58 ms
[2022-04-09 09:41:40 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1122.02 ms
[2022-04-09 09:41:41 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1132.53 ms
[2022-04-09 09:41:42 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1128.69 ms
[2022-04-09 09:41:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan
[2022-04-09 09:41:42 main:603] : INFO : Saving end state to config to file
[2022-04-09 09:41:42 main:608] : INFO : Success, exiting..
09:41:42 (16564): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)