Task 14624008
| Name | ParityModified-1647040994-13912-3-0_1 |
| Workunit | 11576045 |
| Created | 18 Apr 2022, 15:37:00 UTC |
| Sent | 18 Apr 2022, 15:40:49 UTC |
| Report deadline | 26 Apr 2022, 15:40:49 UTC |
| Received | 23 Apr 2022, 19:21:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 4 hours 1 min 22 sec |
| CPU time | 3 hours 50 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0312361 | val_loss: 0.0312344 | Time: 7055.19 ms [2022-04-23 20:21:07 main:574] : INFO : Epoch 1543 | loss: 0.0312361 | val_loss: 0.0312347 | Time: 7015.15 ms [2022-04-23 20:21:14 main:574] : INFO : Epoch 1544 | loss: 0.0312348 | val_loss: 0.0312359 | Time: 7125.94 ms [2022-04-23 20:21:21 main:574] : INFO : Epoch 1545 | loss: 0.0312364 | val_loss: 0.0312386 | Time: 6882.17 ms [2022-04-23 20:21:28 main:574] : INFO : Epoch 1546 | loss: 0.0312359 | val_loss: 0.0312343 | Time: 6980.96 ms [2022-04-23 20:21:35 main:574] : INFO : Epoch 1547 | loss: 0.0312349 | val_loss: 0.0312352 | Time: 7072.33 ms [2022-04-23 20:21:42 main:574] : INFO : Epoch 1548 | loss: 0.0312345 | val_loss: 0.0312344 | Time: 7023.01 ms [2022-04-23 20:21:49 main:574] : INFO : Epoch 1549 | loss: 0.0312359 | val_loss: 0.0312363 | Time: 7073.15 ms [2022-04-23 20:21:56 main:574] : INFO : Epoch 1550 | loss: 0.0312369 | val_loss: 0.0312423 | Time: 6971.93 ms [2022-04-23 20:22:03 main:574] : INFO : Epoch 1551 | loss: 0.0312381 | val_loss: 0.0312431 | Time: 7030.56 ms [2022-04-23 20:22:10 main:574] : INFO : Epoch 1552 | loss: 0.0312385 | val_loss: 0.0312346 | Time: 7079.92 ms [2022-04-23 20:22:17 main:574] : INFO : Epoch 1553 | loss: 0.0312358 | val_loss: 0.0312347 | Time: 6896.04 ms [2022-04-23 20:22:24 main:574] : INFO : Epoch 1554 | loss: 0.0312347 | val_loss: 0.0312346 | Time: 7098.76 ms [2022-04-23 20:22:31 main:574] : INFO : Epoch 1555 | loss: 0.0312349 | val_loss: 0.0312351 | Time: 6998.2 ms [2022-04-23 20:22:38 main:574] : INFO : Epoch 1556 | loss: 0.0312359 | val_loss: 0.0312363 | Time: 6977.01 ms [2022-04-23 20:22:46 main:574] : INFO : Epoch 1557 | loss: 0.0312408 | val_loss: 0.0312371 | Time: 7163.7 ms [2022-04-23 20:22:53 main:574] : INFO : Epoch 1558 | loss: 0.0312349 | val_loss: 0.0312379 | Time: 6916.77 ms [2022-04-23 20:23:00 main:574] : INFO : Epoch 1559 | loss: 0.0312367 | val_loss: 0.0312352 | Time: 7112.16 ms [2022-04-23 20:23:07 main:574] : INFO : Epoch 1560 | loss: 0.031235 | val_loss: 0.0312346 | Time: 6908.16 ms [2022-04-23 20:23:14 main:574] : INFO : Epoch 1561 | loss: 0.0312349 | val_loss: 0.0312349 | Time: 6911.19 ms [2022-04-23 20:23:21 main:574] : INFO : Epoch 1562 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 7060.11 ms [2022-04-23 20:23:28 main:574] : INFO : Epoch 1563 | loss: 0.0312359 | val_loss: 0.0312349 | Time: 6900.07 ms [2022-04-23 20:23:35 main:574] : INFO : Epoch 1564 | loss: 0.031237 | val_loss: 0.0312345 | Time: 6975.34 ms [2022-04-23 20:23:42 main:574] : INFO : Epoch 1565 | loss: 0.0312354 | val_loss: 0.0312348 | Time: 6935.08 ms [2022-04-23 20:23:49 main:574] : INFO : Epoch 1566 | loss: 0.031235 | val_loss: 0.0312353 | Time: 7003.87 ms [2022-04-23 20:23:56 main:574] : INFO : Epoch 1567 | loss: 0.031235 | val_loss: 0.0312355 | Time: 7048.1 ms [2022-04-23 20:24:03 main:574] : INFO : Epoch 1568 | loss: 0.0312364 | val_loss: 0.0312404 | Time: 6991.46 ms [2022-04-23 20:24:10 main:574] : INFO : Epoch 1569 | loss: 0.0312364 | val_loss: 0.0312395 | Time: 7002.57 ms [2022-04-23 20:24:17 main:574] : INFO : Epoch 1570 | loss: 0.0312352 | val_loss: 0.0312348 | Time: 7025.61 ms [2022-04-23 20:24:24 main:574] : INFO : Epoch 1571 | loss: 0.0312375 | val_loss: 0.031235 | Time: 6881.49 ms [2022-04-23 20:24:31 main:574] : INFO : Epoch 1572 | loss: 0.0312375 | val_loss: 0.0312359 | Time: 7078.58 ms [2022-04-23 20:24:38 main:574] : INFO : Epoch 1573 | loss: 0.0312366 | val_loss: 0.0312361 | Time: 6917.54 ms [2022-04-23 20:24:45 main:574] : INFO : Epoch 1574 | loss: 0.031236 | val_loss: 0.0312345 | Time: 6977.89 ms [2022-04-23 20:24:52 main:574] : INFO : Epoch 1575 | loss: 0.031236 | val_loss: 0.0312349 | Time: 6708.68 ms [2022-04-23 20:24:59 main:574] : INFO : Epoch 1576 | loss: 0.0312366 | val_loss: 0.0312385 | Time: 6884.57 ms [2022-04-23 20:25:06 main:574] : INFO : Epoch 1577 | loss: 0.0312363 | val_loss: 0.0312392 | Time: 6965.47 ms [2022-04-23 20:25:13 main:574] : INFO : Epoch 1578 | loss: 0.0312362 | val_loss: 0.0312359 | Time: 7184.09 ms [2022-04-23 20:25:20 main:574] : INFO : Epoch 1579 | loss: 0.031236 | val_loss: 0.0312377 | Time: 7029.13 ms [2022-04-23 20:25:27 main:574] : INFO : Epoch 1580 | loss: 0.0312381 | val_loss: 0.0312416 | Time: 7010.91 ms [2022-04-23 20:25:34 main:574] : INFO : Epoch 1581 | loss: 0.0312357 | val_loss: 0.0312358 | Time: 7081.1 ms [2022-04-23 20:25:41 main:574] : INFO : Epoch 1582 | loss: 0.0312355 | val_loss: 0.0312363 | Time: 7018.61 ms [2022-04-23 20:25:48 main:574] : INFO : Epoch 1583 | loss: 0.0312362 | val_loss: 0.0312389 | Time: 7060.25 ms [2022-04-23 20:25:55 main:574] : INFO : Epoch 1584 | loss: 0.0312353 | val_loss: 0.0312343 | Time: 6876.38 ms [2022-04-23 20:26:02 main:574] : INFO : Epoch 1585 | loss: 0.031234 | val_loss: 0.0312345 | Time: 6956.82 ms [2022-04-23 20:26:09 main:574] : INFO : Epoch 1586 | loss: 0.0312345 | val_loss: 0.0312353 | Time: 7047.6 ms [2022-04-23 20:26:16 main:574] : INFO : Epoch 1587 | loss: 0.0312349 | val_loss: 0.0312341 | Time: 6955.63 ms [2022-04-23 20:26:24 main:574] : INFO : Epoch 1588 | loss: 0.031237 | val_loss: 0.0312367 | Time: 7134.07 ms [2022-04-23 20:26:31 main:574] : INFO : Epoch 1589 | loss: 0.0312352 | val_loss: 0.0312343 | Time: 7134.29 ms [2022-04-23 20:26:38 main:574] : INFO : Epoch 1590 | loss: 0.0312356 | val_loss: 0.0312341 | Time: 7039.46 ms [2022-04-23 20:26:45 main:574] : INFO : Epoch 1591 | loss: 0.0312352 | val_loss: 0.0312346 | Time: 7211.16 ms [2022-04-23 20:26:52 main:574] : INFO : Epoch 1592 | loss: 0.0312357 | val_loss: 0.0312359 | Time: 7119.61 ms [2022-04-23 20:26:59 main:574] : INFO : Epoch 1593 | loss: 0.0312353 | val_loss: 0.0312366 | Time: 7181.54 ms [2022-04-23 20:27:06 main:574] : INFO : Epoch 1594 | loss: 0.0312355 | val_loss: 0.0312344 | Time: 6922.61 ms [2022-04-23 20:27:13 main:574] : INFO : Epoch 1595 | loss: 0.0312354 | val_loss: 0.0312352 | Time: 6946.11 ms [2022-04-23 20:27:20 main:574] : INFO : Epoch 1596 | loss: 0.0312354 | val_loss: 0.031235 | Time: 7034.9 ms [2022-04-23 20:27:28 main:574] : INFO : Epoch 1597 | loss: 0.0312363 | val_loss: 0.0312361 | Time: 7036.13 ms [2022-04-23 20:27:35 main:574] : INFO : Epoch 1598 | loss: 0.0312396 | val_loss: 0.0312387 | Time: 7126.99 ms [2022-04-23 20:27:42 main:574] : INFO : Epoch 1599 | loss: 0.0312365 | val_loss: 0.0312345 | Time: 7088.69 ms [2022-04-23 20:27:49 main:574] : INFO : Epoch 1600 | loss: 0.0312345 | val_loss: 0.0312359 | Time: 7050.65 ms [2022-04-23 20:27:56 main:574] : INFO : Epoch 1601 | loss: 0.0312344 | val_loss: 0.0312357 | Time: 7224.32 ms [2022-04-23 20:28:03 main:574] : INFO : Epoch 1602 | loss: 0.0312347 | val_loss: 0.0312353 | Time: 7024.67 ms [2022-04-23 20:28:10 main:574] : INFO : Epoch 1603 | loss: 0.0312355 | val_loss: 0.0312346 | Time: 7107.47 ms [2022-04-23 20:28:18 main:574] : INFO : Epoch 1604 | loss: 0.0312368 | val_loss: 0.031236 | Time: 7085.64 ms [2022-04-23 20:28:25 main:574] : INFO : Epoch 1605 | loss: 0.0312391 | val_loss: 0.0312445 | Time: 7018.14 ms [2022-04-23 20:28:32 main:574] : INFO : Epoch 1606 | loss: 0.0312388 | val_loss: 0.031236 | Time: 7174.97 ms [2022-04-23 20:28:39 main:574] : INFO : Epoch 1607 | loss: 0.0312363 | val_loss: 0.0312342 | Time: 7008.12 ms [2022-04-23 20:28:46 main:574] : INFO : Epoch 1608 | loss: 0.0312348 | val_loss: 0.031243 | Time: 6953.56 ms [2022-04-23 20:28:53 main:574] : INFO : Epoch 1609 | loss: 0.0312438 | val_loss: 0.0312573 | Time: 7097.04 ms [2022-04-23 20:29:00 main:574] : INFO : Epoch 1610 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 7008.4 ms [2022-04-23 20:29:07 main:574] : INFO : Epoch 1611 | loss: 0.0312401 | val_loss: 0.0312372 | Time: 7077.68 ms [2022-04-23 20:29:14 main:574] : INFO : Epoch 1612 | loss: 0.0312344 | val_loss: 0.0312357 | Time: 6880.89 ms [2022-04-23 20:29:21 main:574] : INFO : Epoch 1613 | loss: 0.0312361 | val_loss: 0.0312349 | Time: 6964.12 ms [2022-04-23 20:29:28 main:574] : INFO : Epoch 1614 | loss: 0.0312349 | val_loss: 0.0312348 | Time: 7048.04 ms [2022-04-23 20:29:35 main:574] : INFO : Epoch 1615 | loss: 0.0312361 | val_loss: 0.0312356 | Time: 7028.34 ms [2022-04-23 20:29:42 main:574] : INFO : Epoch 1616 | loss: 0.0312372 | val_loss: 0.031243 | Time: 7041.71 ms [2022-04-23 20:29:49 main:574] : INFO : Epoch 1617 | loss: 0.0312376 | val_loss: 0.0312345 | Time: 6882.04 ms [2022-04-23 20:29:56 main:574] : INFO : Epoch 1618 | loss: 0.0312348 | val_loss: 0.0312367 | Time: 6992.29 ms [2022-04-23 20:30:04 main:574] : INFO : Epoch 1619 | loss: 0.0312366 | val_loss: 0.0312363 | Time: 7101.15 ms [2022-04-23 20:30:11 main:574] : INFO : Epoch 1620 | loss: 0.0312355 | val_loss: 0.0312355 | Time: 7054.89 ms [2022-04-23 20:30:18 main:574] : INFO : Epoch 1621 | loss: 0.0312354 | val_loss: 0.0312361 | Time: 7038.04 ms [2022-04-23 20:30:25 main:574] : INFO : Epoch 1622 | loss: 0.0312349 | val_loss: 0.0312422 | Time: 6974.6 ms [2022-04-23 20:30:32 main:574] : INFO : Epoch 1623 | loss: 0.0312383 | val_loss: 0.0312364 | Time: 6978.53 ms [2022-04-23 20:30:39 main:574] : INFO : Epoch 1624 | loss: 0.0312351 | val_loss: 0.0312376 | Time: 7426.1 ms [2022-04-23 20:30:46 main:574] : INFO : Epoch 1625 | loss: 0.0312353 | val_loss: 0.031239 | Time: 7046.24 ms [2022-04-23 20:30:54 main:574] : INFO : Epoch 1626 | loss: 0.0312352 | val_loss: 0.0312349 | Time: 7196.2 ms [2022-04-23 20:31:01 main:574] : INFO : Epoch 1627 | loss: 0.0312354 | val_loss: 0.0312381 | Time: 6943.52 ms [2022-04-23 20:31:08 main:574] : INFO : Epoch 1628 | loss: 0.0312378 | val_loss: 0.0312419 | Time: 6956.16 ms [2022-04-23 20:31:15 main:574] : INFO : Epoch 1629 | loss: 0.0312393 | val_loss: 0.0312381 | Time: 7012.73 ms [2022-04-23 20:31:22 main:574] : INFO : Epoch 1630 | loss: 0.0312355 | val_loss: 0.0312342 | Time: 6888.05 ms [2022-04-23 20:31:29 main:574] : INFO : Epoch 1631 | loss: 0.0312344 | val_loss: 0.0312344 | Time: 7111.47 ms [2022-04-23 20:31:36 main:574] : INFO : Epoch 1632 | loss: 0.0312343 | val_loss: 0.0312342 | Time: 6918.08 ms [2022-04-23 20:31:43 main:574] : INFO : Epoch 1633 | loss: 0.0312343 | val_loss: 0.0312363 | Time: 7134.24 ms [2022-04-23 20:31:50 main:574] : INFO : Epoch 1634 | loss: 0.0312358 | val_loss: 0.0312346 | Time: 7048.95 ms [2022-04-23 20:31:57 main:574] : INFO : Epoch 1635 | loss: 0.0312358 | val_loss: 0.0312358 | Time: 7115.88 ms [2022-04-23 20:32:04 main:574] : INFO : Epoch 1636 | loss: 0.0312342 | val_loss: 0.031237 | Time: 7156.22 ms [2022-04-23 20:32:11 main:574] : INFO : Epoch 1637 | loss: 0.0312357 | val_loss: 0.0312355 | Time: 6911.89 ms [2022-04-23 20:32:18 main:574] : INFO : Epoch 1638 | loss: 0.0312344 | val_loss: 0.0312349 | Time: 7043.97 ms [2022-04-23 20:32:25 main:574] : INFO : Epoch 1639 | loss: 0.0312351 | val_loss: 0.0312345 | Time: 7050.42 ms [2022-04-23 20:32:32 main:574] : INFO : Epoch 1640 | loss: 0.0312354 | val_loss: 0.0312364 | Time: 7005.1 ms [2022-04-23 20:32:40 main:574] : INFO : Epoch 1641 | loss: 0.0312355 | val_loss: 0.0312373 | Time: 7150.73 ms [2022-04-23 20:32:47 main:574] : INFO : Epoch 1642 | loss: 0.0312359 | val_loss: 0.0312376 | Time: 6989.12 ms [2022-04-23 20:32:54 main:574] : INFO : Epoch 1643 | loss: 0.0312363 | val_loss: 0.031234 | Time: 7315.12 ms [2022-04-23 20:33:01 main:574] : INFO : Epoch 1644 | loss: 0.0312339 | val_loss: 0.0312346 | Time: 7094.93 ms [2022-04-23 20:33:08 main:574] : INFO : Epoch 1645 | loss: 0.0312344 | val_loss: 0.0312355 | Time: 7158.59 ms [2022-04-23 20:33:16 main:574] : INFO : Epoch 1646 | loss: 0.0312352 | val_loss: 0.0312348 | Time: 7150.84 ms [2022-04-23 20:33:23 main:574] : INFO : Epoch 1647 | loss: 0.0312365 | val_loss: 0.0312347 | Time: 6995.69 ms [2022-04-23 20:33:30 main:574] : INFO : Epoch 1648 | loss: 0.0312352 | val_loss: 0.0312348 | Time: 7101.07 ms [2022-04-23 20:33:37 main:574] : INFO : Epoch 1649 | loss: 0.0312368 | val_loss: 0.0312353 | Time: 7132.79 ms [2022-04-23 20:33:44 main:574] : INFO : Epoch 1650 | loss: 0.0312356 | val_loss: 0.0312351 | Time: 6978.44 ms [2022-04-23 20:33:51 main:574] : INFO : Epoch 1651 | loss: 0.0312357 | val_loss: 0.0312343 | Time: 7285.08 ms [2022-04-23 20:33:58 main:574] : INFO : Epoch 1652 | loss: 0.0312362 | val_loss: 0.0312387 | Time: 7150.12 ms [2022-04-23 20:34:06 main:574] : INFO : Epoch 1653 | loss: 0.0312354 | val_loss: 0.0312342 | Time: 7258.19 ms [2022-04-23 20:34:13 main:574] : INFO : Epoch 1654 | loss: 0.0312346 | val_loss: 0.0312341 | Time: 6928.62 ms [2022-04-23 20:34:20 main:574] : INFO : Epoch 1655 | loss: 0.0312343 | val_loss: 0.0312344 | Time: 7193.33 ms [2022-04-23 20:34:28 main:574] : INFO : Epoch 1656 | loss: 0.0312347 | val_loss: 0.0312347 | Time: 7528.34 ms [2022-04-23 20:34:35 main:574] : INFO : Epoch 1657 | loss: 0.0312367 | val_loss: 0.0312366 | Time: 6842.19 ms [2022-04-23 20:34:42 main:574] : INFO : Epoch 1658 | loss: 0.0312364 | val_loss: 0.0312344 | Time: 7125.06 ms [2022-04-23 20:34:49 main:574] : INFO : Epoch 1659 | loss: 0.0312373 | val_loss: 0.0312371 | Time: 6924.29 ms [2022-04-23 20:34:56 main:574] : INFO : Epoch 1660 | loss: 0.0312358 | val_loss: 0.0312364 | Time: 7150.91 ms [2022-04-23 20:35:03 main:574] : INFO : Epoch 1661 | loss: 0.0312407 | val_loss: 0.0312373 | Time: 7107.58 ms [2022-04-23 20:35:10 main:574] : INFO : Epoch 1662 | loss: 0.0312366 | val_loss: 0.0312345 | Time: 7147.6 ms [2022-04-23 20:35:17 main:574] : INFO : Epoch 1663 | loss: 0.0312346 | val_loss: 0.0312342 | Time: 7235.08 ms [2022-04-23 20:35:25 main:574] : INFO : Epoch 1664 | loss: 0.0312375 | val_loss: 0.0312351 | Time: 7051.1 ms [2022-04-23 20:35:32 main:574] : INFO : Epoch 1665 | loss: 0.0312346 | val_loss: 0.0312357 | Time: 7352.03 ms [2022-04-23 20:35:39 main:574] : INFO : Epoch 1666 | loss: 0.0312347 | val_loss: 0.0312354 | Time: 7264.2 ms [2022-04-23 20:35:46 main:574] : INFO : Epoch 1667 | loss: 0.0312351 | val_loss: 0.0312347 | Time: 7140.43 ms [2022-04-23 20:35:54 main:574] : INFO : Epoch 1668 | loss: 0.0312348 | val_loss: 0.0312341 | Time: 7178.1 ms [2022-04-23 20:36:01 main:574] : INFO : Epoch 1669 | loss: 0.0312347 | val_loss: 0.0312342 | Time: 7170.98 ms [2022-04-23 20:36:08 main:574] : INFO : Epoch 1670 | loss: 0.0312343 | val_loss: 0.0312343 | Time: 7037.02 ms [2022-04-23 20:36:15 main:574] : INFO : Epoch 1671 | loss: 0.0312344 | val_loss: 0.0312343 | Time: 6936.08 ms [2022-04-23 20:36:22 main:574] : INFO : Epoch 1672 | loss: 0.0312347 | val_loss: 0.0312367 | Time: 7082 ms [2022-04-23 20:36:29 main:574] : INFO : Epoch 1673 | loss: 0.0312357 | val_loss: 0.0312372 | Time: 6924.74 ms [2022-04-23 20:36:36 main:574] : INFO : Epoch 1674 | loss: 0.0312371 | val_loss: 0.0312346 | Time: 7125.61 ms [2022-04-23 20:36:43 main:574] : INFO : Epoch 1675 | loss: 0.0312348 | val_loss: 0.0312345 | Time: 7263.91 ms [2022-04-23 20:36:51 main:574] : INFO : Epoch 1676 | loss: 0.0312355 | val_loss: 0.0312363 | Time: 7103.79 ms [2022-04-23 20:36:58 main:574] : INFO : Epoch 1677 | loss: 0.0312345 | val_loss: 0.0312338 | Time: 7273.45 ms [2022-04-23 20:37:05 main:574] : INFO : Epoch 1678 | loss: 0.0312347 | val_loss: 0.0312349 | Time: 7113.38 ms [2022-04-23 20:37:12 main:574] : INFO : Epoch 1679 | loss: 0.0312351 | val_loss: 0.0312347 | Time: 7182.9 ms [2022-04-23 20:37:20 main:574] : INFO : Epoch 1680 | loss: 0.0312346 | val_loss: 0.0312347 | Time: 7218.05 ms [2022-04-23 20:37:27 main:574] : INFO : Epoch 1681 | loss: 0.0312353 | val_loss: 0.0312351 | Time: 7189.1 ms [2022-04-23 20:37:34 main:574] : INFO : Epoch 1682 | loss: 0.0312365 | val_loss: 0.0312386 | Time: 7280.99 ms [2022-04-23 20:37:41 main:574] : INFO : Epoch 1683 | loss: 0.0312373 | val_loss: 0.0312377 | Time: 7135.6 ms [2022-04-23 20:37:49 main:574] : INFO : Epoch 1684 | loss: 0.0312382 | val_loss: 0.031234 | Time: 7344.1 ms [2022-04-23 20:37:56 main:574] : INFO : Epoch 1685 | loss: 0.0312365 | val_loss: 0.0312348 | Time: 7213.66 ms [2022-04-23 20:38:03 main:574] : INFO : Epoch 1686 | loss: 0.0312361 | val_loss: 0.0312367 | Time: 7227.83 ms [2022-04-23 20:38:10 main:574] : INFO : Epoch 1687 | loss: 0.0312356 | val_loss: 0.0312361 | Time: 7262.8 ms [2022-04-23 20:38:18 main:574] : INFO : Epoch 1688 | loss: 0.0312346 | val_loss: 0.0312349 | Time: 7132.8 ms [2022-04-23 20:38:25 main:574] : INFO : Epoch 1689 | loss: 0.0312366 | val_loss: 0.0312407 | Time: 7376.74 ms [2022-04-23 20:38:32 main:574] : INFO : Epoch 1690 | loss: 0.0312387 | val_loss: 0.0312396 | Time: 7123.78 ms [2022-04-23 20:38:40 main:574] : INFO : Epoch 1691 | loss: 0.0312395 | val_loss: 0.0312376 | Time: 7230.29 ms [2022-04-23 20:38:47 main:574] : INFO : Epoch 1692 | loss: 0.0312409 | val_loss: 0.0312411 | Time: 7341.07 ms [2022-04-23 20:38:54 main:574] : INFO : Epoch 1693 | loss: 0.0312371 | val_loss: 0.0312349 | Time: 7228.19 ms [2022-04-23 20:39:01 main:574] : INFO : Epoch 1694 | loss: 0.0312346 | val_loss: 0.0312344 | Time: 7190.98 ms [2022-04-23 20:39:09 main:574] : INFO : Epoch 1695 | loss: 0.0312355 | val_loss: 0.0312341 | Time: 7181.98 ms [2022-04-23 20:39:16 main:574] : INFO : Epoch 1696 | loss: 0.0312352 | val_loss: 0.0312367 | Time: 7174.35 ms [2022-04-23 20:39:23 main:574] : INFO : Epoch 1697 | loss: 0.0312344 | val_loss: 0.0312341 | Time: 7319.01 ms [2022-04-23 20:39:31 main:574] : INFO : Epoch 1698 | loss: 0.0312346 | val_loss: 0.0312391 | Time: 7238.17 ms [2022-04-23 20:39:38 main:574] : INFO : Epoch 1699 | loss: 0.031236 | val_loss: 0.0312361 | Time: 7177.5 ms [2022-04-23 20:39:45 main:574] : INFO : Epoch 1700 | loss: 0.0312349 | val_loss: 0.0312373 | Time: 7164 ms [2022-04-23 20:39:52 main:574] : INFO : Epoch 1701 | loss: 0.0312344 | val_loss: 0.0312351 | Time: 7376.89 ms [2022-04-23 20:40:00 main:574] : INFO : Epoch 1702 | loss: 0.0312361 | val_loss: 0.0312382 | Time: 7052.36 ms [2022-04-23 20:40:07 main:574] : INFO : Epoch 1703 | loss: 0.0312352 | val_loss: 0.0312342 | Time: 7261.14 ms [2022-04-23 20:40:14 main:574] : INFO : Epoch 1704 | loss: 0.0312359 | val_loss: 0.0312385 | Time: 7166.17 ms [2022-04-23 20:40:21 main:574] : INFO : Epoch 1705 | loss: 0.0312382 | val_loss: 0.0312348 | Time: 7166.72 ms [2022-04-23 20:40:29 main:574] : INFO : Epoch 1706 | loss: 0.0312365 | val_loss: 0.0312351 | Time: 7299.51 ms [2022-04-23 20:40:36 main:574] : INFO : Epoch 1707 | loss: 0.0312353 | val_loss: 0.0312341 | Time: 7117.85 ms [2022-04-23 20:40:43 main:574] : INFO : Epoch 1708 | loss: 0.0312346 | val_loss: 0.0312358 | Time: 7179.27 ms [2022-04-23 20:40:50 main:574] : INFO : Epoch 1709 | loss: 0.0312362 | val_loss: 0.0312349 | Time: 7134.02 ms [2022-04-23 20:40:57 main:574] : INFO : Epoch 1710 | loss: 0.0312361 | val_loss: 0.0312348 | Time: 7237.63 ms [2022-04-23 20:41:05 main:574] : INFO : Epoch 1711 | loss: 0.0312355 | val_loss: 0.0312356 | Time: 7206.87 ms [2022-04-23 20:41:12 main:574] : INFO : Epoch 1712 | loss: 0.0312375 | val_loss: 0.0312352 | Time: 7154.71 ms [2022-04-23 20:41:19 main:574] : INFO : Epoch 1713 | loss: 0.0312344 | val_loss: 0.031234 | Time: 7456.21 ms [2022-04-23 20:41:27 main:574] : INFO : Epoch 1714 | loss: 0.0312342 | val_loss: 0.0312358 | Time: 7242.98 ms [2022-04-23 20:41:34 main:574] : INFO : Epoch 1715 | loss: 0.031234 | val_loss: 0.0312347 | Time: 7348.06 ms [2022-04-23 20:41:41 main:574] : INFO : Epoch 1716 | loss: 0.0312343 | val_loss: 0.031235 | Time: 7341.06 ms [2022-04-23 20:41:49 main:574] : INFO : Epoch 1717 | loss: 0.0312354 | val_loss: 0.0312343 | Time: 7330.03 ms [2022-04-23 20:41:56 main:574] : INFO : Epoch 1718 | loss: 0.031235 | val_loss: 0.0312343 | Time: 6977.66 ms [2022-04-23 20:42:03 main:574] : INFO : Epoch 1719 | loss: 0.0312343 | val_loss: 0.0312345 | Time: 6946.58 ms [2022-04-23 20:42:10 main:574] : INFO : Epoch 1720 | loss: 0.0312348 | val_loss: 0.0312359 | Time: 7183.44 ms [2022-04-23 20:42:17 main:574] : INFO : Epoch 1721 | loss: 0.031235 | val_loss: 0.0312349 | Time: 6830.59 ms [2022-04-23 20:42:24 main:574] : INFO : Epoch 1722 | loss: 0.0312351 | val_loss: 0.0312349 | Time: 7156.93 ms [2022-04-23 20:42:31 main:574] : INFO : Epoch 1723 | loss: 0.0312385 | val_loss: 0.0312351 | Time: 6986.34 ms [2022-04-23 20:42:38 main:574] : INFO : Epoch 1724 | loss: 0.0312351 | val_loss: 0.0312341 | Time: 7039.99 ms [2022-04-23 20:42:45 main:574] : INFO : Epoch 1725 | loss: 0.0312371 | val_loss: 0.0312397 | Time: 6993.25 ms [2022-04-23 20:42:52 main:574] : INFO : Epoch 1726 | loss: 0.0312428 | val_loss: 0.0312434 | Time: 6646.48 ms [2022-04-23 20:42:59 main:574] : INFO : Epoch 1727 | loss: 0.0312375 | val_loss: 0.0312346 | Time: 7039.48 ms [2022-04-23 20:43:06 main:574] : INFO : Epoch 1728 | loss: 0.0312345 | val_loss: 0.0312362 | Time: 6893.28 ms [2022-04-23 20:43:13 main:574] : INFO : Epoch 1729 | loss: 0.0312347 | val_loss: 0.0312358 | Time: 7194.63 ms [2022-04-23 20:43:21 main:574] : INFO : Epoch 1730 | loss: 0.0312358 | val_loss: 0.0312348 | Time: 7420.06 ms [2022-04-23 20:43:28 main:574] : INFO : Epoch 1731 | loss: 0.0312358 | val_loss: 0.0312368 | Time: 7296.59 ms [2022-04-23 20:43:35 main:574] : INFO : Epoch 1732 | loss: 0.0312343 | val_loss: 0.0312347 | Time: 7179.42 ms [2022-04-23 20:43:42 main:574] : INFO : Epoch 1733 | loss: 0.0312353 | val_loss: 0.0312339 | Time: 7253.38 ms [2022-04-23 20:43:50 main:574] : INFO : Epoch 1734 | loss: 0.0312348 | val_loss: 0.0312349 | Time: 7295.38 ms [2022-04-23 20:43:57 main:574] : INFO : Epoch 1735 | loss: 0.0312348 | val_loss: 0.0312357 | Time: 7147.37 ms [2022-04-23 20:44:04 main:574] : INFO : Epoch 1736 | loss: 0.0312347 | val_loss: 0.0312353 | Time: 7022.09 ms [2022-04-23 20:44:11 main:574] : INFO : Epoch 1737 | loss: 0.0312344 | val_loss: 0.0312345 | Time: 7100.99 ms [2022-04-23 20:44:18 main:574] : INFO : Epoch 1738 | loss: 0.031234 | val_loss: 0.0312352 | Time: 6975.2 ms [2022-04-23 20:44:25 main:574] : INFO : Epoch 1739 | loss: 0.0312347 | val_loss: 0.0312341 | Time: 7198.99 ms [2022-04-23 20:44:33 main:574] : INFO : Epoch 1740 | loss: 0.0312367 | val_loss: 0.0312424 | Time: 7200.98 ms [2022-04-23 20:44:40 main:574] : INFO : Epoch 1741 | loss: 0.0312366 | val_loss: 0.0312347 | Time: 7575.17 ms [2022-04-23 20:44:48 main:574] : INFO : Epoch 1742 | loss: 0.0312346 | val_loss: 0.0312345 | Time: 7202.75 ms [2022-04-23 20:44:55 main:574] : INFO : Epoch 1743 | loss: 0.0312355 | val_loss: 0.0312349 | Time: 7310.87 ms [2022-04-23 20:45:02 main:574] : INFO : Epoch 1744 | loss: 0.0312357 | val_loss: 0.0312358 | Time: 7190.11 ms [2022-04-23 20:45:06 main:574] : INFO : Epoch 1745 | loss: 0.0312353 | val_loss: 0.0312355 | Time: 4147.27 ms [2022-04-23 20:45:16 main:574] : INFO : Epoch 1746 | loss: 0.0312353 | val_loss: 0.0312417 | Time: 9268.96 ms [2022-04-23 20:45:23 main:574] : INFO : Epoch 1747 | loss: 0.0312373 | val_loss: 0.0312397 | Time: 7208.36 ms [2022-04-23 20:45:30 main:574] : INFO : Epoch 1748 | loss: 0.0312362 | val_loss: 0.0312349 | Time: 7137.25 ms [2022-04-23 20:45:37 main:574] : INFO : Epoch 1749 | loss: 0.0312359 | val_loss: 0.0312352 | Time: 7206.86 ms [2022-04-23 20:45:44 main:574] : INFO : Epoch 1750 | loss: 0.0312379 | val_loss: 0.0312388 | Time: 7091.77 ms [2022-04-23 20:45:52 main:574] : INFO : Epoch 1751 | loss: 0.0312377 | val_loss: 0.0312376 | Time: 7146.88 ms [2022-04-23 20:45:59 main:574] : INFO : Epoch 1752 | loss: 0.0312367 | val_loss: 0.0312358 | Time: 7620.09 ms [2022-04-23 20:46:06 main:574] : INFO : Epoch 1753 | loss: 0.0312373 | val_loss: 0.0312381 | Time: 6926.88 ms [2022-04-23 20:46:13 main:574] : INFO : Epoch 1754 | loss: 0.0312366 | val_loss: 0.0312347 | Time: 7153.58 ms [2022-04-23 20:46:20 main:574] : INFO : Epoch 1755 | loss: 0.031236 | val_loss: 0.0312351 | Time: 6854.92 ms [2022-04-23 20:46:28 main:574] : INFO : Epoch 1756 | loss: 0.0312373 | val_loss: 0.0312375 | Time: 7215.99 ms [2022-04-23 20:46:35 main:574] : INFO : Epoch 1757 | loss: 0.0312389 | val_loss: 0.0312342 | Time: 7381.38 ms [2022-04-23 20:46:42 main:574] : INFO : Epoch 1758 | loss: 0.0312363 | val_loss: 0.0312353 | Time: 7246.7 ms [2022-04-23 20:46:50 main:574] : INFO : Epoch 1759 | loss: 0.0312347 | val_loss: 0.0312344 | Time: 7344.41 ms [2022-04-23 20:46:57 main:574] : INFO : Epoch 1760 | loss: 0.031234 | val_loss: 0.0312342 | Time: 6989.99 ms [2022-04-23 20:47:04 main:574] : INFO : Epoch 1761 | loss: 0.031235 | val_loss: 0.0312375 | Time: 7066.46 ms [2022-04-23 20:47:11 main:574] : INFO : Epoch 1762 | loss: 0.0312373 | val_loss: 0.0312362 | Time: 6998.67 ms [2022-04-23 20:47:18 main:574] : INFO : Epoch 1763 | loss: 0.0312349 | val_loss: 0.0312352 | Time: 7026.79 ms [2022-04-23 20:47:25 main:574] : INFO : Epoch 1764 | loss: 0.0312366 | val_loss: 0.0312358 | Time: 7169.64 ms [2022-04-23 20:47:32 main:574] : INFO : Epoch 1765 | loss: 0.031236 | val_loss: 0.0312359 | Time: 7094.06 ms [2022-04-23 20:47:39 main:574] : INFO : Epoch 1766 | loss: 0.0312339 | val_loss: 0.0312346 | Time: 7125.3 ms [2022-04-23 20:47:47 main:574] : INFO : Epoch 1767 | loss: 0.0312354 | val_loss: 0.0312351 | Time: 7096.47 ms [2022-04-23 20:47:54 main:574] : INFO : Epoch 1768 | loss: 0.031235 | val_loss: 0.0312343 | Time: 7048.61 ms [2022-04-23 20:48:01 main:574] : INFO : Epoch 1769 | loss: 0.0312345 | val_loss: 0.0312345 | Time: 7219.5 ms [2022-04-23 20:48:08 main:574] : INFO : Epoch 1770 | loss: 0.0312349 | val_loss: 0.0312342 | Time: 7265.91 ms [2022-04-23 20:48:16 main:574] : INFO : Epoch 1771 | loss: 0.0312341 | val_loss: 0.0312354 | Time: 7356.15 ms [2022-04-23 20:48:23 main:574] : INFO : Epoch 1772 | loss: 0.0312348 | val_loss: 0.0312351 | Time: 6864.14 ms [2022-04-23 20:48:29 main:574] : INFO : Epoch 1773 | loss: 0.0312352 | val_loss: 0.0312341 | Time: 6823.59 ms [2022-04-23 20:48:37 main:574] : INFO : Epoch 1774 | loss: 0.0312346 | val_loss: 0.0312341 | Time: 7148.56 ms [2022-04-23 20:48:44 main:574] : INFO : Epoch 1775 | loss: 0.0312349 | val_loss: 0.0312384 | Time: 6900.37 ms [2022-04-23 20:48:51 main:574] : INFO : Epoch 1776 | loss: 0.0312371 | val_loss: 0.0312348 | Time: 7323.38 ms [2022-04-23 20:48:58 main:574] : INFO : Epoch 1777 | loss: 0.0312356 | val_loss: 0.0312348 | Time: 7135.46 ms [2022-04-23 20:49:05 main:574] : INFO : Epoch 1778 | loss: 0.031235 | val_loss: 0.0312352 | Time: 6977.77 ms [2022-04-23 20:49:12 main:574] : INFO : Epoch 1779 | loss: 0.0312403 | val_loss: 0.0312412 | Time: 6845.92 ms [2022-04-23 20:49:19 main:574] : INFO : Epoch 1780 | loss: 0.0312385 | val_loss: 0.0312346 | Time: 6813.58 ms [2022-04-23 20:49:26 main:574] : INFO : Epoch 1781 | loss: 0.0312348 | val_loss: 0.031242 | Time: 6972.34 ms [2022-04-23 20:49:33 main:574] : INFO : Epoch 1782 | loss: 0.0312369 | val_loss: 0.0312347 | Time: 7097.38 ms [2022-04-23 20:49:40 main:574] : INFO : Epoch 1783 | loss: 0.031235 | val_loss: 0.0312341 | Time: 7202.49 ms [2022-04-23 20:49:47 main:574] : INFO : Epoch 1784 | loss: 0.031235 | val_loss: 0.0312348 | Time: 6973.74 ms [2022-04-23 20:49:54 main:574] : INFO : Epoch 1785 | loss: 0.031235 | val_loss: 0.0312344 | Time: 6900.93 ms [2022-04-23 20:50:01 main:574] : INFO : Epoch 1786 | loss: 0.0312353 | val_loss: 0.0312348 | Time: 7104.61 ms [2022-04-23 20:50:08 main:574] : INFO : Epoch 1787 | loss: 0.0312384 | val_loss: 0.0312363 | Time: 7088.32 ms [2022-04-23 20:50:16 main:574] : INFO : Epoch 1788 | loss: 0.0312357 | val_loss: 0.0312363 | Time: 7098.35 ms [2022-04-23 20:50:23 main:574] : INFO : Epoch 1789 | loss: 0.0312359 | val_loss: 0.031238 | Time: 7111.33 ms [2022-04-23 20:50:30 main:574] : INFO : Epoch 1790 | loss: 0.0312349 | val_loss: 0.0312352 | Time: 7502.9 ms [2022-04-23 20:50:38 main:574] : INFO : Epoch 1791 | loss: 0.0312385 | val_loss: 0.0312356 | Time: 7176.78 ms [2022-04-23 20:50:45 main:574] : INFO : Epoch 1792 | loss: 0.0312369 | val_loss: 0.0312399 | Time: 7189.55 ms [2022-04-23 20:50:52 main:574] : INFO : Epoch 1793 | loss: 0.0312366 | val_loss: 0.0312356 | Time: 6943.76 ms [2022-04-23 20:50:59 main:574] : INFO : Epoch 1794 | loss: 0.0312367 | val_loss: 0.0312365 | Time: 6918.13 ms [2022-04-23 20:51:06 main:574] : INFO : Epoch 1795 | loss: 0.0312354 | val_loss: 0.0312346 | Time: 7129.44 ms [2022-04-23 20:51:13 main:574] : INFO : Epoch 1796 | loss: 0.0312358 | val_loss: 0.0312345 | Time: 7003.38 ms [2022-04-23 20:51:20 main:574] : INFO : Epoch 1797 | loss: 0.031234 | val_loss: 0.0312379 | Time: 7046.62 ms [2022-04-23 20:51:27 main:574] : INFO : Epoch 1798 | loss: 0.0312353 | val_loss: 0.0312341 | Time: 7227.02 ms [2022-04-23 20:51:34 main:574] : INFO : Epoch 1799 | loss: 0.0312349 | val_loss: 0.0312337 | Time: 7066.73 ms [2022-04-23 20:51:42 main:574] : INFO : Epoch 1800 | loss: 0.0312357 | val_loss: 0.0312347 | Time: 7282.09 ms [2022-04-23 20:51:49 main:574] : INFO : Epoch 1801 | loss: 0.0312351 | val_loss: 0.0312377 | Time: 7261.19 ms [2022-04-23 20:51:56 main:574] : INFO : Epoch 1802 | loss: 0.0312348 | val_loss: 0.0312343 | Time: 7184.6 ms [2022-04-23 20:52:03 main:574] : INFO : Epoch 1803 | loss: 0.031235 | val_loss: 0.0312346 | Time: 6953.49 ms [2022-04-23 20:52:10 main:574] : INFO : Epoch 1804 | loss: 0.0312366 | val_loss: 0.0312363 | Time: 7035.02 ms [2022-04-23 20:52:17 main:574] : INFO : Epoch 1805 | loss: 0.0312344 | val_loss: 0.0312363 | Time: 7004.65 ms [2022-04-23 20:52:24 main:574] : INFO : Epoch 1806 | loss: 0.0312348 | val_loss: 0.0312341 | Time: 6906.52 ms [2022-04-23 20:52:32 main:574] : INFO : Epoch 1807 | loss: 0.0312342 | val_loss: 0.031235 | Time: 7221.16 ms [2022-04-23 20:52:39 main:574] : INFO : Epoch 1808 | loss: 0.031235 | val_loss: 0.0312379 | Time: 7172.99 ms [2022-04-23 20:52:46 main:574] : INFO : Epoch 1809 | loss: 0.0312366 | val_loss: 0.0312407 | Time: 7214.26 ms [2022-04-23 20:52:53 main:574] : INFO : Epoch 1810 | loss: 0.0312355 | val_loss: 0.0312342 | Time: 7192.44 ms [2022-04-23 20:53:01 main:574] : INFO : Epoch 1811 | loss: 0.0312341 | val_loss: 0.0312368 | Time: 7163.65 ms [2022-04-23 20:53:08 main:574] : INFO : Epoch 1812 | loss: 0.0312365 | val_loss: 0.0312361 | Time: 7507.01 ms [2022-04-23 20:53:15 main:574] : INFO : Epoch 1813 | loss: 0.0312345 | val_loss: 0.0312351 | Time: 7264.39 ms [2022-04-23 20:53:23 main:574] : INFO : Epoch 1814 | loss: 0.0312351 | val_loss: 0.0312358 | Time: 7122.87 ms [2022-04-23 20:53:30 main:574] : INFO : Epoch 1815 | loss: 0.0312346 | val_loss: 0.0312355 | Time: 6974.07 ms [2022-04-23 20:53:37 main:574] : INFO : Epoch 1816 | loss: 0.0312341 | val_loss: 0.0312381 | Time: 7004.59 ms [2022-04-23 20:53:44 main:574] : INFO : Epoch 1817 | loss: 0.0312346 | val_loss: 0.0312338 | Time: 6964.12 ms [2022-04-23 20:53:51 main:574] : INFO : Epoch 1818 | loss: 0.0312352 | val_loss: 0.0312375 | Time: 7063.94 ms [2022-04-23 20:53:58 main:574] : INFO : Epoch 1819 | loss: 0.031235 | val_loss: 0.0312338 | Time: 7355.53 ms [2022-04-23 20:54:05 main:574] : INFO : Epoch 1820 | loss: 0.0312344 | val_loss: 0.031234 | Time: 7138.77 ms [2022-04-23 20:54:13 main:574] : INFO : Epoch 1821 | loss: 0.0312341 | val_loss: 0.0312342 | Time: 7424.84 ms [2022-04-23 20:54:20 main:574] : INFO : Epoch 1822 | loss: 0.0312348 | val_loss: 0.0312357 | Time: 6911.1 ms [2022-04-23 20:54:27 main:574] : INFO : Epoch 1823 | loss: 0.0312339 | val_loss: 0.0312339 | Time: 6966.3 ms [2022-04-23 20:54:34 main:574] : INFO : Epoch 1824 | loss: 0.0312336 | val_loss: 0.0312371 | Time: 7036.11 ms [2022-04-23 20:54:41 main:574] : INFO : Epoch 1825 | loss: 0.0312367 | val_loss: 0.031236 | Time: 6940.45 ms [2022-04-23 20:54:48 main:574] : INFO : Epoch 1826 | loss: 0.0312342 | val_loss: 0.0312366 | Time: 7188.36 ms [2022-04-23 20:54:56 main:574] : INFO : Epoch 1827 | loss: 0.0312354 | val_loss: 0.031237 | Time: 7471.89 ms [2022-04-23 20:55:03 main:574] : INFO : Epoch 1828 | loss: 0.0312346 | val_loss: 0.0312362 | Time: 7294.22 ms [2022-04-23 20:55:10 main:574] : INFO : Epoch 1829 | loss: 0.031234 | val_loss: 0.0312337 | Time: 7043.3 ms [2022-04-23 20:55:17 main:574] : INFO : Epoch 1830 | loss: 0.0312373 | val_loss: 0.0312343 | Time: 6873.27 ms [2022-04-23 20:55:24 main:574] : INFO : Epoch 1831 | loss: 0.0312343 | val_loss: 0.0312339 | Time: 7105.87 ms [2022-04-23 20:55:31 main:574] : INFO : Epoch 1832 | loss: 0.0312337 | val_loss: 0.0312341 | Time: 7254.41 ms [2022-04-23 20:55:39 main:574] : INFO : Epoch 1833 | loss: 0.0312338 | val_loss: 0.0312342 | Time: 7504.71 ms [2022-04-23 20:55:46 main:574] : INFO : Epoch 1834 | loss: 0.0312345 | val_loss: 0.0312343 | Time: 7289.45 ms [2022-04-23 20:55:53 main:574] : INFO : Epoch 1835 | loss: 0.031235 | val_loss: 0.0312352 | Time: 7094.09 ms [2022-04-23 20:56:01 main:574] : INFO : Epoch 1836 | loss: 0.0312348 | val_loss: 0.0312339 | Time: 7281.26 ms [2022-04-23 20:56:08 main:574] : INFO : Epoch 1837 | loss: 0.0312351 | val_loss: 0.0312338 | Time: 6896.95 ms [2022-04-23 20:56:15 main:574] : INFO : Epoch 1838 | loss: 0.0312341 | val_loss: 0.0312343 | Time: 6983.01 ms [2022-04-23 20:56:22 main:574] : INFO : Epoch 1839 | loss: 0.0312341 | val_loss: 0.0312359 | Time: 6911.09 ms [2022-04-23 20:56:29 main:574] : INFO : Epoch 1840 | loss: 0.0312357 | val_loss: 0.031236 | Time: 7454.83 ms [2022-04-23 20:56:36 main:574] : INFO : Epoch 1841 | loss: 0.0312352 | val_loss: 0.031234 | Time: 7145.6 ms [2022-04-23 20:56:43 main:574] : INFO : Epoch 1842 | loss: 0.0312339 | val_loss: 0.031234 | Time: 7001.08 ms [2022-04-23 20:56:50 main:574] : INFO : Epoch 1843 | loss: 0.0312358 | val_loss: 0.0312348 | Time: 7052.85 ms [2022-04-23 20:56:58 main:574] : INFO : Epoch 1844 | loss: 0.0312348 | val_loss: 0.0312356 | Time: 7085.67 ms [2022-04-23 20:57:05 main:574] : INFO : Epoch 1845 | loss: 0.031235 | val_loss: 0.031234 | Time: 6967.73 ms [2022-04-23 20:57:12 main:574] : INFO : Epoch 1846 | loss: 0.031234 | val_loss: 0.0312354 | Time: 6951.14 ms [2022-04-23 20:57:19 main:574] : INFO : Epoch 1847 | loss: 0.0312356 | val_loss: 0.0312347 | Time: 7240.03 ms [2022-04-23 20:57:26 main:574] : INFO : Epoch 1848 | loss: 0.0312361 | val_loss: 0.0312394 | Time: 7220.24 ms [2022-04-23 20:57:33 main:574] : INFO : Epoch 1849 | loss: 0.0312376 | val_loss: 0.0312369 | Time: 7132.58 ms [2022-04-23 20:57:40 main:574] : INFO : Epoch 1850 | loss: 0.0312348 | val_loss: 0.031234 | Time: 7149.31 ms [2022-04-23 20:57:48 main:574] : INFO : Epoch 1851 | loss: 0.0312354 | val_loss: 0.0312347 | Time: 7105.71 ms [2022-04-23 20:57:55 main:574] : INFO : Epoch 1852 | loss: 0.0312386 | val_loss: 0.0312472 | Time: 7241.53 ms [2022-04-23 20:58:02 main:574] : INFO : Epoch 1853 | loss: 0.0312433 | val_loss: 0.031242 | Time: 7100.89 ms [2022-04-23 20:58:09 main:574] : INFO : Epoch 1854 | loss: 0.0312382 | val_loss: 0.0312371 | Time: 7177.64 ms [2022-04-23 20:58:16 main:574] : INFO : Epoch 1855 | loss: 0.0312352 | val_loss: 0.0312344 | Time: 7209.03 ms [2022-04-23 20:58:24 main:574] : INFO : Epoch 1856 | loss: 0.0312343 | val_loss: 0.0312356 | Time: 7051.86 ms [2022-04-23 20:58:31 main:574] : INFO : Epoch 1857 | loss: 0.0312339 | val_loss: 0.0312351 | Time: 7094.43 ms [2022-04-23 20:58:38 main:574] : INFO : Epoch 1858 | loss: 0.0312339 | val_loss: 0.0312374 | Time: 6952.37 ms [2022-04-23 20:58:45 main:574] : INFO : Epoch 1859 | loss: 0.0312364 | val_loss: 0.0312364 | Time: 7189.46 ms [2022-04-23 20:58:52 main:574] : INFO : Epoch 1860 | loss: 0.0312387 | val_loss: 0.0312365 | Time: 7313.88 ms [2022-04-23 20:58:59 main:574] : INFO : Epoch 1861 | loss: 0.0312358 | val_loss: 0.0312366 | Time: 6952.8 ms [2022-04-23 20:59:06 main:574] : INFO : Epoch 1862 | loss: 0.0312364 | val_loss: 0.0312348 | Time: 7045.4 ms [2022-04-23 20:59:13 main:574] : INFO : Epoch 1863 | loss: 0.031234 | val_loss: 0.0312341 | Time: 7036.87 ms [2022-04-23 20:59:20 main:574] : INFO : Epoch 1864 | loss: 0.0312338 | val_loss: 0.0312354 | Time: 7082.68 ms [2022-04-23 20:59:27 main:574] : INFO : Epoch 1865 | loss: 0.0312337 | val_loss: 0.0312337 | Time: 6896.42 ms [2022-04-23 20:59:34 main:574] : INFO : Epoch 1866 | loss: 0.0312338 | val_loss: 0.0312337 | Time: 6948.69 ms [2022-04-23 20:59:41 main:574] : INFO : Epoch 1867 | loss: 0.0312352 | val_loss: 0.0312336 | Time: 7031.82 ms [2022-04-23 20:59:49 main:574] : INFO : Epoch 1868 | loss: 0.0312342 | val_loss: 0.031235 | Time: 7149.7 ms [2022-04-23 20:59:56 main:574] : INFO : Epoch 1869 | loss: 0.0312339 | val_loss: 0.0312383 | Time: 7184.26 ms [2022-04-23 21:00:03 main:574] : INFO : Epoch 1870 | loss: 0.0312345 | val_loss: 0.0312345 | Time: 7072.95 ms [2022-04-23 21:00:10 main:574] : INFO : Epoch 1871 | loss: 0.0312342 | val_loss: 0.0312349 | Time: 7080.46 ms [2022-04-23 21:00:18 main:574] : INFO : Epoch 1872 | loss: 0.0312336 | val_loss: 0.0312338 | Time: 7398.42 ms [2022-04-23 21:00:25 main:574] : INFO : Epoch 1873 | loss: 0.0312341 | val_loss: 0.0312348 | Time: 7180.73 ms [2022-04-23 21:00:32 main:574] : INFO : Epoch 1874 | loss: 0.0312344 | val_loss: 0.0312346 | Time: 7136.56 ms [2022-04-23 21:00:39 main:574] : INFO : Epoch 1875 | loss: 0.0312354 | val_loss: 0.0312347 | Time: 6881.06 ms [2022-04-23 21:00:46 main:574] : INFO : Epoch 1876 | loss: 0.031235 | val_loss: 0.0312422 | Time: 7085.75 ms [2022-04-23 21:00:53 main:574] : INFO : Epoch 1877 | loss: 0.031239 | val_loss: 0.0312383 | Time: 6896.57 ms [2022-04-23 21:01:00 main:574] : INFO : Epoch 1878 | loss: 0.0312481 | val_loss: 0.0312623 | Time: 6951.22 ms [2022-04-23 21:01:07 main:574] : INFO : Epoch 1879 | loss: 0.0380616 | val_loss: 0.0385402 | Time: 7055.46 ms [2022-04-23 21:01:14 main:574] : INFO : Epoch 1880 | loss: 0.038315 | val_loss: 0.03223 | Time: 7176.31 ms [2022-04-23 21:01:21 main:574] : INFO : Epoch 1881 | loss: 0.0322286 | val_loss: 0.0315027 | Time: 7083.66 ms [2022-04-23 21:01:28 main:574] : INFO : Epoch 1882 | loss: 0.0313969 | val_loss: 0.0312732 | Time: 6960.57 ms [2022-04-23 21:01:36 main:574] : INFO : Epoch 1883 | loss: 0.0312776 | val_loss: 0.0312587 | Time: 7216.18 ms [2022-04-23 21:01:43 main:574] : INFO : Epoch 1884 | loss: 0.0312559 | val_loss: 0.0312519 | Time: 7150.03 ms [2022-04-23 21:01:50 main:574] : INFO : Epoch 1885 | loss: 0.0312496 | val_loss: 0.0312463 | Time: 7027.06 ms [2022-04-23 21:01:57 main:574] : INFO : Epoch 1886 | loss: 0.0312456 | val_loss: 0.0312433 | Time: 7118.17 ms [2022-04-23 21:02:04 main:574] : INFO : Epoch 1887 | loss: 0.0312438 | val_loss: 0.0312419 | Time: 7141.84 ms [2022-04-23 21:02:12 main:574] : INFO : Epoch 1888 | loss: 0.0312418 | val_loss: 0.0312401 | Time: 7252.21 ms [2022-04-23 21:02:19 main:574] : INFO : Epoch 1889 | loss: 0.0312402 | val_loss: 0.0312389 | Time: 6983.75 ms [2022-04-23 21:02:26 main:574] : INFO : Epoch 1890 | loss: 0.0312393 | val_loss: 0.0312381 | Time: 6933.95 ms [2022-04-23 21:02:33 main:574] : INFO : Epoch 1891 | loss: 0.0312387 | val_loss: 0.031238 | Time: 7086.54 ms [2022-04-23 21:02:40 main:574] : INFO : Epoch 1892 | loss: 0.0312378 | val_loss: 0.0312366 | Time: 7241.84 ms [2022-04-23 21:02:48 main:574] : INFO : Epoch 1893 | loss: 0.031237 | val_loss: 0.0312365 | Time: 7489.69 ms [2022-04-23 21:02:55 main:574] : INFO : Epoch 1894 | loss: 0.031237 | val_loss: 0.0312356 | Time: 6943.74 ms [2022-04-23 21:03:02 main:574] : INFO : Epoch 1895 | loss: 0.0312365 | val_loss: 0.0312358 | Time: 7033.16 ms [2022-04-23 21:03:09 main:574] : INFO : Epoch 1896 | loss: 0.0312359 | val_loss: 0.0312351 | Time: 7128.75 ms [2022-04-23 21:03:16 main:574] : INFO : Epoch 1897 | loss: 0.0312356 | val_loss: 0.0312351 | Time: 7017.13 ms [2022-04-23 21:03:23 main:574] : INFO : Epoch 1898 | loss: 0.0312355 | val_loss: 0.031235 | Time: 7176.58 ms [2022-04-23 21:03:30 main:574] : INFO : Epoch 1899 | loss: 0.0312353 | val_loss: 0.0312361 | Time: 7104.29 ms [2022-04-23 21:03:38 main:574] : INFO : Epoch 1900 | loss: 0.0312359 | val_loss: 0.0312344 | Time: 7410.6 ms [2022-04-23 21:03:45 main:574] : INFO : Epoch 1901 | loss: 0.0312362 | val_loss: 0.0312346 | Time: 7249.18 ms [2022-04-23 21:03:52 main:574] : INFO : Epoch 1902 | loss: 0.0312357 | val_loss: 0.0312348 | Time: 6979.34 ms [2022-04-23 21:03:59 main:574] : INFO : Epoch 1903 | loss: 0.0312356 | val_loss: 0.0312354 | Time: 7267.82 ms [2022-04-23 21:04:06 main:574] : INFO : Epoch 1904 | loss: 0.0312345 | val_loss: 0.0312341 | Time: 7065.94 ms [2022-04-23 21:04:14 main:574] : INFO : Epoch 1905 | loss: 0.0312343 | val_loss: 0.0312343 | Time: 7075.03 ms [2022-04-23 21:04:21 main:574] : INFO : Epoch 1906 | loss: 0.0312353 | val_loss: 0.0312341 | Time: 7028.59 ms [2022-04-23 21:04:28 main:574] : INFO : Epoch 1907 | loss: 0.0312349 | val_loss: 0.0312342 | Time: 6906 ms [2022-04-23 21:04:35 main:574] : INFO : Epoch 1908 | loss: 0.0312352 | val_loss: 0.0312363 | Time: 7122.31 ms [2022-04-23 21:04:42 main:574] : INFO : Epoch 1909 | loss: 0.0312357 | val_loss: 0.0312344 | Time: 6946.9 ms [2022-04-23 21:04:49 main:574] : INFO : Epoch 1910 | loss: 0.0312361 | val_loss: 0.0312336 | Time: 7225.64 ms [2022-04-23 21:04:56 main:574] : INFO : Epoch 1911 | loss: 0.0312341 | val_loss: 0.0312351 | Time: 6884.76 ms [2022-04-23 21:05:03 main:574] : INFO : Epoch 1912 | loss: 0.0312345 | val_loss: 0.0312336 | Time: 6747.44 ms [2022-04-23 21:05:10 main:574] : INFO : Epoch 1913 | loss: 0.031235 | val_loss: 0.0312341 | Time: 7010.39 ms [2022-04-23 21:05:17 main:574] : INFO : Epoch 1914 | loss: 0.0312338 | val_loss: 0.0312335 | Time: 6923.22 ms [2022-04-23 21:05:24 main:574] : INFO : Epoch 1915 | loss: 0.0312337 | val_loss: 0.031234 | Time: 7076.91 ms [2022-04-23 21:05:31 main:574] : INFO : Epoch 1916 | loss: 0.0312343 | val_loss: 0.0312347 | Time: 7191.37 ms [2022-04-23 21:05:38 main:574] : INFO : Epoch 1917 | loss: 0.0312341 | val_loss: 0.0312339 | Time: 6547.85 ms [2022-04-23 21:05:45 main:574] : INFO : Epoch 1918 | loss: 0.0312349 | val_loss: 0.0312366 | Time: 7189.8 ms [2022-04-23 21:05:52 main:574] : INFO : Epoch 1919 | loss: 0.0312357 | val_loss: 0.0312352 | Time: 7180.85 ms [2022-04-23 21:05:59 main:574] : INFO : Epoch 1920 | loss: 0.0312338 | val_loss: 0.0312337 | Time: 7010.51 ms [2022-04-23 21:06:06 main:574] : INFO : Epoch 1921 | loss: 0.0312336 | val_loss: 0.0312333 | Time: 7084.46 ms [2022-04-23 21:06:13 main:574] : INFO : Epoch 1922 | loss: 0.0312335 | val_loss: 0.0312333 | Time: 7074.36 ms [2022-04-23 21:06:21 main:574] : INFO : Epoch 1923 | loss: 0.0312338 | val_loss: 0.0312365 | Time: 7127.52 ms [2022-04-23 21:06:27 main:574] : INFO : Epoch 1924 | loss: 0.0312347 | val_loss: 0.0312356 | Time: 6799.2 ms [2022-04-23 21:06:34 main:574] : INFO : Epoch 1925 | loss: 0.0312338 | val_loss: 0.0312335 | Time: 6961.56 ms [2022-04-23 21:06:41 main:574] : INFO : Epoch 1926 | loss: 0.0312346 | val_loss: 0.0312342 | Time: 6990.6 ms [2022-04-23 21:06:48 main:574] : INFO : Epoch 1927 | loss: 0.0312335 | val_loss: 0.0312336 | Time: 6922.83 ms [2022-04-23 21:06:55 main:574] : INFO : Epoch 1928 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 7014.08 ms [2022-04-23 21:07:02 main:574] : INFO : Epoch 1929 | loss: 0.0312346 | val_loss: 0.0312333 | Time: 6829.62 ms [2022-04-23 21:07:10 main:574] : INFO : Epoch 1930 | loss: 0.0312337 | val_loss: 0.0312332 | Time: 7048.69 ms [2022-04-23 21:07:16 main:574] : INFO : Epoch 1931 | loss: 0.0312336 | val_loss: 0.0312333 | Time: 6844.81 ms [2022-04-23 21:07:23 main:574] : INFO : Epoch 1932 | loss: 0.0312352 | val_loss: 0.0312333 | Time: 6976.54 ms [2022-04-23 21:07:31 main:574] : INFO : Epoch 1933 | loss: 0.031234 | val_loss: 0.0312337 | Time: 7335.85 ms [2022-04-23 21:07:38 main:574] : INFO : Epoch 1934 | loss: 0.0312337 | val_loss: 0.0312334 | Time: 7154.66 ms [2022-04-23 21:07:45 main:574] : INFO : Epoch 1935 | loss: 0.031234 | val_loss: 0.0312333 | Time: 7297.48 ms [2022-04-23 21:07:53 main:574] : INFO : Epoch 1936 | loss: 0.031234 | val_loss: 0.0312341 | Time: 7147.58 ms [2022-04-23 21:08:00 main:574] : INFO : Epoch 1937 | loss: 0.0312339 | val_loss: 0.031234 | Time: 7236.67 ms [2022-04-23 21:08:07 main:574] : INFO : Epoch 1938 | loss: 0.0312336 | val_loss: 0.031235 | Time: 7045.62 ms [2022-04-23 21:08:14 main:574] : INFO : Epoch 1939 | loss: 0.0312353 | val_loss: 0.031238 | Time: 6944.26 ms [2022-04-23 21:08:21 main:574] : INFO : Epoch 1940 | loss: 0.0312362 | val_loss: 0.0312333 | Time: 7006.41 ms [2022-04-23 21:08:28 main:574] : INFO : Epoch 1941 | loss: 0.0312342 | val_loss: 0.0312331 | Time: 6846.05 ms [2022-04-23 21:08:35 main:574] : INFO : Epoch 1942 | loss: 0.0312337 | val_loss: 0.0312331 | Time: 7350.54 ms [2022-04-23 21:08:42 main:574] : INFO : Epoch 1943 | loss: 0.0312345 | val_loss: 0.03124 | Time: 6938.86 ms [2022-04-23 21:08:49 main:574] : INFO : Epoch 1944 | loss: 0.0312349 | val_loss: 0.0312332 | Time: 7192.73 ms [2022-04-23 21:08:57 main:574] : INFO : Epoch 1945 | loss: 0.0312348 | val_loss: 0.0312345 | Time: 7143.36 ms [2022-04-23 21:09:03 main:574] : INFO : Epoch 1946 | loss: 0.0312337 | val_loss: 0.0312331 | Time: 6817.88 ms [2022-04-23 21:09:11 main:574] : INFO : Epoch 1947 | loss: 0.031234 | val_loss: 0.0312331 | Time: 7091.08 ms [2022-04-23 21:09:18 main:574] : INFO : Epoch 1948 | loss: 0.0312338 | val_loss: 0.031233 | Time: 6895.21 ms [2022-04-23 21:09:24 main:574] : INFO : Epoch 1949 | loss: 0.0312343 | val_loss: 0.031235 | Time: 6927.11 ms [2022-04-23 21:09:32 main:574] : INFO : Epoch 1950 | loss: 0.0312344 | val_loss: 0.031233 | Time: 7122.44 ms [2022-04-23 21:09:39 main:574] : INFO : Epoch 1951 | loss: 0.0312334 | val_loss: 0.0312332 | Time: 7250.85 ms [2022-04-23 21:09:47 main:574] : INFO : Epoch 1952 | loss: 0.0312341 | val_loss: 0.0312351 | Time: 7266.57 ms [2022-04-23 21:09:54 main:574] : INFO : Epoch 1953 | loss: 0.0312339 | val_loss: 0.0312353 | Time: 7007.77 ms [2022-04-23 21:10:02 main:574] : INFO : Epoch 1954 | loss: 0.0312342 | val_loss: 0.0312341 | Time: 7137.27 ms [2022-04-23 21:10:09 main:574] : INFO : Epoch 1955 | loss: 0.0312347 | val_loss: 0.0312333 | Time: 7165.67 ms [2022-04-23 21:10:16 main:574] : INFO : Epoch 1956 | loss: 0.0312332 | val_loss: 0.0312345 | Time: 7156.42 ms [2022-04-23 21:10:23 main:574] : INFO : Epoch 1957 | loss: 0.0312343 | val_loss: 0.0312334 | Time: 7454.62 ms [2022-04-23 21:10:31 main:574] : INFO : Epoch 1958 | loss: 0.0312331 | val_loss: 0.0312343 | Time: 7280.23 ms [2022-04-23 21:10:38 main:574] : INFO : Epoch 1959 | loss: 0.0312333 | val_loss: 0.0312331 | Time: 7119.15 ms [2022-04-23 21:10:45 main:574] : INFO : Epoch 1960 | loss: 0.0312345 | val_loss: 0.0312332 | Time: 7426.89 ms [2022-04-23 21:10:53 main:574] : INFO : Epoch 1961 | loss: 0.0312335 | val_loss: 0.031233 | Time: 7020.64 ms [2022-04-23 21:11:00 main:574] : INFO : Epoch 1962 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 7005.93 ms [2022-04-23 21:11:07 main:574] : INFO : Epoch 1963 | loss: 0.0312334 | val_loss: 0.0312342 | Time: 6898.06 ms [2022-04-23 21:11:14 main:574] : INFO : Epoch 1964 | loss: 0.0312334 | val_loss: 0.0312329 | Time: 7127.65 ms [2022-04-23 21:11:21 main:574] : INFO : Epoch 1965 | loss: 0.0312343 | val_loss: 0.031233 | Time: 6956.96 ms [2022-04-23 21:11:28 main:574] : INFO : Epoch 1966 | loss: 0.0312334 | val_loss: 0.0312329 | Time: 7295.06 ms [2022-04-23 21:11:35 main:574] : INFO : Epoch 1967 | loss: 0.0312335 | val_loss: 0.0312336 | Time: 7303.19 ms [2022-04-23 21:11:43 main:574] : INFO : Epoch 1968 | loss: 0.0312334 | val_loss: 0.031233 | Time: 7113.94 ms [2022-04-23 21:11:50 main:574] : INFO : Epoch 1969 | loss: 0.0312334 | val_loss: 0.0312335 | Time: 7185.6 ms [2022-04-23 21:11:57 main:574] : INFO : Epoch 1970 | loss: 0.0312345 | val_loss: 0.0312329 | Time: 7078.45 ms [2022-04-23 21:12:04 main:574] : INFO : Epoch 1971 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 7186.47 ms [2022-04-23 21:12:11 main:574] : INFO : Epoch 1972 | loss: 0.0312334 | val_loss: 0.0312349 | Time: 7262.13 ms [2022-04-23 21:12:19 main:574] : INFO : Epoch 1973 | loss: 0.0312337 | val_loss: 0.031234 | Time: 7113.41 ms [2022-04-23 21:12:26 main:574] : INFO : Epoch 1974 | loss: 0.0312336 | val_loss: 0.0312344 | Time: 7415.23 ms [2022-04-23 21:12:33 main:574] : INFO : Epoch 1975 | loss: 0.0312354 | val_loss: 0.0312332 | Time: 7190.73 ms [2022-04-23 21:12:41 main:574] : INFO : Epoch 1976 | loss: 0.0312357 | val_loss: 0.0312338 | Time: 7356.76 ms [2022-04-23 21:12:48 main:574] : INFO : Epoch 1977 | loss: 0.0312335 | val_loss: 0.0312335 | Time: 7263.67 ms [2022-04-23 21:12:55 main:574] : INFO : Epoch 1978 | loss: 0.0312331 | val_loss: 0.0312335 | Time: 7297.58 ms [2022-04-23 21:13:03 main:574] : INFO : Epoch 1979 | loss: 0.0312331 | val_loss: 0.031233 | Time: 7514.39 ms [2022-04-23 21:13:10 main:574] : INFO : Epoch 1980 | loss: 0.0312332 | val_loss: 0.031233 | Time: 7288 ms [2022-04-23 21:13:18 main:574] : INFO : Epoch 1981 | loss: 0.031233 | val_loss: 0.0312342 | Time: 7365.04 ms [2022-04-23 21:13:25 main:574] : INFO : Epoch 1982 | loss: 0.0312336 | val_loss: 0.0312331 | Time: 7178.45 ms [2022-04-23 21:13:32 main:574] : INFO : Epoch 1983 | loss: 0.0312334 | val_loss: 0.0312329 | Time: 7243.68 ms [2022-04-23 21:13:39 main:574] : INFO : Epoch 1984 | loss: 0.0312341 | val_loss: 0.031233 | Time: 7234.2 ms [2022-04-23 21:13:47 main:574] : INFO : Epoch 1985 | loss: 0.0312346 | val_loss: 0.031233 | Time: 7161.24 ms [2022-04-23 21:13:54 main:574] : INFO : Epoch 1986 | loss: 0.0312335 | val_loss: 0.0312332 | Time: 7414.42 ms [2022-04-23 21:14:01 main:574] : INFO : Epoch 1987 | loss: 0.0312356 | val_loss: 0.0312378 | Time: 7394.91 ms [2022-04-23 21:14:09 main:574] : INFO : Epoch 1988 | loss: 0.0312349 | val_loss: 0.0312344 | Time: 7280.44 ms [2022-04-23 21:14:16 main:574] : INFO : Epoch 1989 | loss: 0.0312341 | val_loss: 0.0312342 | Time: 7112.84 ms [2022-04-23 21:14:23 main:574] : INFO : Epoch 1990 | loss: 0.0312336 | val_loss: 0.031236 | Time: 7268.77 ms [2022-04-23 21:14:30 main:574] : INFO : Epoch 1991 | loss: 0.0312341 | val_loss: 0.0312355 | Time: 7099.77 ms [2022-04-23 21:14:38 main:574] : INFO : Epoch 1992 | loss: 0.0312335 | val_loss: 0.0312342 | Time: 7242.46 ms [2022-04-23 21:14:45 main:574] : INFO : Epoch 1993 | loss: 0.0312331 | val_loss: 0.0312327 | Time: 6919.82 ms [2022-04-23 21:14:52 main:574] : INFO : Epoch 1994 | loss: 0.0312332 | val_loss: 0.0312333 | Time: 7068.94 ms [2022-04-23 21:14:59 main:574] : INFO : Epoch 1995 | loss: 0.0312341 | val_loss: 0.0312358 | Time: 7223.66 ms [2022-04-23 21:15:06 main:574] : INFO : Epoch 1996 | loss: 0.0312359 | val_loss: 0.0312379 | Time: 6864.16 ms [2022-04-23 21:15:13 main:574] : INFO : Epoch 1997 | loss: 0.0312363 | val_loss: 0.0312337 | Time: 7117.99 ms [2022-04-23 21:15:20 main:574] : INFO : Epoch 1998 | loss: 0.0312333 | val_loss: 0.0312342 | Time: 7268.59 ms [2022-04-23 21:15:28 main:574] : INFO : Epoch 1999 | loss: 0.0312341 | val_loss: 0.0312356 | Time: 7300.98 ms [2022-04-23 21:15:35 main:574] : INFO : Epoch 2000 | loss: 0.0312337 | val_loss: 0.0312345 | Time: 7201.52 ms [2022-04-23 21:15:42 main:574] : INFO : Epoch 2001 | loss: 0.0312337 | val_loss: 0.0312395 | Time: 7176.53 ms [2022-04-23 21:15:50 main:574] : INFO : Epoch 2002 | loss: 0.0312345 | val_loss: 0.0312336 | Time: 7367.88 ms [2022-04-23 21:15:57 main:574] : INFO : Epoch 2003 | loss: 0.0312344 | val_loss: 0.0312338 | Time: 7100.75 ms [2022-04-23 21:16:04 main:574] : INFO : Epoch 2004 | loss: 0.0312335 | val_loss: 0.0312329 | Time: 7149.22 ms [2022-04-23 21:16:11 main:574] : INFO : Epoch 2005 | loss: 0.0312331 | val_loss: 0.0312332 | Time: 7104.03 ms [2022-04-23 21:16:18 main:574] : INFO : Epoch 2006 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 7083.42 ms [2022-04-23 21:16:25 main:574] : INFO : Epoch 2007 | loss: 0.0312349 | val_loss: 0.031233 | Time: 7093.74 ms [2022-04-23 21:16:32 main:574] : INFO : Epoch 2008 | loss: 0.031234 | val_loss: 0.0312329 | Time: 6926.69 ms [2022-04-23 21:16:39 main:574] : INFO : Epoch 2009 | loss: 0.0312332 | val_loss: 0.0312337 | Time: 7048.54 ms [2022-04-23 21:16:46 main:574] : INFO : Epoch 2010 | loss: 0.0312332 | val_loss: 0.0312339 | Time: 7077.24 ms [2022-04-23 21:16:54 main:574] : INFO : Epoch 2011 | loss: 0.0312349 | val_loss: 0.0312343 | Time: 7200.79 ms [2022-04-23 21:17:01 main:574] : INFO : Epoch 2012 | loss: 0.0312335 | val_loss: 0.031233 | Time: 7272.77 ms [2022-04-23 21:17:08 main:574] : INFO : Epoch 2013 | loss: 0.0312345 | val_loss: 0.0312334 | Time: 7164.55 ms [2022-04-23 21:17:15 main:574] : INFO : Epoch 2014 | loss: 0.0312333 | val_loss: 0.0312327 | Time: 7252.79 ms [2022-04-23 21:17:23 main:574] : INFO : Epoch 2015 | loss: 0.031233 | val_loss: 0.0312334 | Time: 7208.39 ms [2022-04-23 21:17:30 main:574] : INFO : Epoch 2016 | loss: 0.0312332 | val_loss: 0.0312335 | Time: 7184.37 ms [2022-04-23 21:17:37 main:574] : INFO : Epoch 2017 | loss: 0.0312339 | val_loss: 0.0312336 | Time: 7122 ms [2022-04-23 21:17:44 main:574] : INFO : Epoch 2018 | loss: 0.0312332 | val_loss: 0.0312329 | Time: 7135.19 ms [2022-04-23 21:17:51 main:574] : INFO : Epoch 2019 | loss: 0.0312328 | val_loss: 0.0312334 | Time: 6957.19 ms [2022-04-23 21:17:58 main:574] : INFO : Epoch 2020 | loss: 0.0312336 | val_loss: 0.0312329 | Time: 6980.76 ms [2022-04-23 21:18:05 main:574] : INFO : Epoch 2021 | loss: 0.0312329 | val_loss: 0.0312329 | Time: 7160.67 ms [2022-04-23 21:18:13 main:574] : INFO : Epoch 2022 | loss: 0.031233 | val_loss: 0.0312327 | Time: 7207.91 ms [2022-04-23 21:18:20 main:574] : INFO : Epoch 2023 | loss: 0.0312329 | val_loss: 0.031233 | Time: 7287.84 ms [2022-04-23 21:18:27 main:574] : INFO : Epoch 2024 | loss: 0.0312334 | val_loss: 0.0312331 | Time: 7042.75 ms [2022-04-23 21:18:34 main:574] : INFO : Epoch 2025 | loss: 0.0312345 | val_loss: 0.0312339 | Time: 7106.65 ms [2022-04-23 21:18:41 main:574] : INFO : Epoch 2026 | loss: 0.0312341 | val_loss: 0.0312337 | Time: 6976.68 ms [2022-04-23 21:18:49 main:574] : INFO : Epoch 2027 | loss: 0.0312333 | val_loss: 0.0312327 | Time: 7305.36 ms [2022-04-23 21:18:56 main:574] : INFO : Epoch 2028 | loss: 0.0312338 | val_loss: 0.0312331 | Time: 7084.64 ms [2022-04-23 21:19:03 main:574] : INFO : Epoch 2029 | loss: 0.0312336 | val_loss: 0.0312334 | Time: 7137.39 ms [2022-04-23 21:19:11 main:574] : INFO : Epoch 2030 | loss: 0.0312335 | val_loss: 0.0312338 | Time: 7349.66 ms [2022-04-23 21:19:18 main:574] : INFO : Epoch 2031 | loss: 0.031234 | val_loss: 0.031233 | Time: 7031.99 ms [2022-04-23 21:19:25 main:574] : INFO : Epoch 2032 | loss: 0.0312329 | val_loss: 0.0312327 | Time: 7086.49 ms [2022-04-23 21:19:32 main:574] : INFO : Epoch 2033 | loss: 0.0312327 | val_loss: 0.0312327 | Time: 7199.86 ms [2022-04-23 21:19:39 main:574] : INFO : Epoch 2034 | loss: 0.031233 | val_loss: 0.031234 | Time: 6924.36 ms [2022-04-23 21:19:46 main:574] : INFO : Epoch 2035 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 7172.23 ms [2022-04-23 21:19:53 main:574] : INFO : Epoch 2036 | loss: 0.031234 | val_loss: 0.0312359 | Time: 6957.2 ms [2022-04-23 21:20:00 main:574] : INFO : Epoch 2037 | loss: 0.0312358 | val_loss: 0.0312347 | Time: 6926.58 ms [2022-04-23 21:20:07 main:574] : INFO : Epoch 2038 | loss: 0.0312335 | val_loss: 0.031233 | Time: 7044.93 ms [2022-04-23 21:20:14 main:574] : INFO : Epoch 2039 | loss: 0.0312341 | val_loss: 0.0312334 | Time: 7031.37 ms [2022-04-23 21:20:21 main:574] : INFO : Epoch 2040 | loss: 0.0312329 | val_loss: 0.0312326 | Time: 7053.65 ms [2022-04-23 21:20:28 main:574] : INFO : Epoch 2041 | loss: 0.0312337 | val_loss: 0.0312332 | Time: 6934.34 ms [2022-04-23 21:20:35 main:574] : INFO : Epoch 2042 | loss: 0.0312354 | val_loss: 0.0312334 | Time: 7050.83 ms [2022-04-23 21:20:43 main:574] : INFO : Epoch 2043 | loss: 0.0312343 | val_loss: 0.0312333 | Time: 7126.88 ms [2022-04-23 21:20:50 main:574] : INFO : Epoch 2044 | loss: 0.0312331 | val_loss: 0.0312327 | Time: 7083 ms [2022-04-23 21:20:57 main:574] : INFO : Epoch 2045 | loss: 0.0312328 | val_loss: 0.0312327 | Time: 7221.4 ms [2022-04-23 21:21:04 main:574] : INFO : Epoch 2046 | loss: 0.0312335 | val_loss: 0.0312344 | Time: 6869.92 ms [2022-04-23 21:21:11 main:574] : INFO : Epoch 2047 | loss: 0.0312334 | val_loss: 0.0312326 | Time: 7070.21 ms [2022-04-23 21:21:18 main:574] : INFO : Epoch 2048 | loss: 0.031233 | val_loss: 0.0312324 | Time: 7035.64 ms [2022-04-23 21:21:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312324 [2022-04-23 21:21:18 main:603] : INFO : Saving end state to config to file [2022-04-23 21:21:18 main:608] : INFO : Success, exiting.. 21:21:18 (17108): called boinc_finish(0) </stderr_txt> ]]>
©2023 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)