Task 7699930
| Name | ParityModified-1631730999-19184-2_2 |
| Workunit | 5253923 |
| Created | 29 Sep 2021, 17:28:44 UTC |
| Sent | 29 Sep 2021, 20:53:27 UTC |
| Report deadline | 6 Oct 2021, 20:53:27 UTC |
| Received | 30 Sep 2021, 16:48:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14246 |
| Run time | 4 hours 28 min 26 sec |
| CPU time | 3 hours 11 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,917.09 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.51 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 1542 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 7608.12 ms
[2021-09-30 09:38:45 main:574] : INFO : Epoch 1543 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 8025.37 ms
[2021-09-30 09:38:53 main:574] : INFO : Epoch 1544 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 7681.45 ms
[2021-09-30 09:39:00 main:574] : INFO : Epoch 1545 | loss: 0.0312477 | val_loss: 0.031247 | Time: 7604.89 ms
[2021-09-30 09:39:09 main:574] : INFO : Epoch 1546 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 8108.4 ms
[2021-09-30 09:39:20 main:574] : INFO : Epoch 1547 | loss: 0.031247 | val_loss: 0.0312465 | Time: 11297 ms
[2021-09-30 09:39:28 main:574] : INFO : Epoch 1548 | loss: 0.0312477 | val_loss: 0.0312486 | Time: 8262.54 ms
[2021-09-30 09:39:36 main:574] : INFO : Epoch 1549 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 7594.32 ms
[2021-09-30 09:39:44 main:574] : INFO : Epoch 1550 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 7881.33 ms
[2021-09-30 09:39:51 main:574] : INFO : Epoch 1551 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 7678.66 ms
[2021-09-30 09:39:59 main:574] : INFO : Epoch 1552 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 7945.23 ms
[2021-09-30 09:40:08 main:574] : INFO : Epoch 1553 | loss: 0.0312461 | val_loss: 0.0312468 | Time: 8529.51 ms
[2021-09-30 09:40:16 main:574] : INFO : Epoch 1554 | loss: 0.0312461 | val_loss: 0.0312488 | Time: 8301.53 ms
[2021-09-30 09:40:24 main:574] : INFO : Epoch 1555 | loss: 0.0312473 | val_loss: 0.0312452 | Time: 7614.88 ms
[2021-09-30 09:40:31 main:574] : INFO : Epoch 1556 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 7589.62 ms
[2021-09-30 09:40:39 main:574] : INFO : Epoch 1557 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 7626.41 ms
[2021-09-30 09:40:47 main:574] : INFO : Epoch 1558 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 7874.43 ms
[2021-09-30 09:41:05 main:574] : INFO : Epoch 1559 | loss: 0.0312456 | val_loss: 0.0312458 | Time: 17767.5 ms
[2021-09-30 09:41:13 main:574] : INFO : Epoch 1560 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 7966.67 ms
[2021-09-30 09:41:20 main:574] : INFO : Epoch 1561 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 7601.17 ms
[2021-09-30 09:41:28 main:574] : INFO : Epoch 1562 | loss: 0.0312464 | val_loss: 0.0312444 | Time: 7596.93 ms
[2021-09-30 09:41:37 main:574] : INFO : Epoch 1563 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 8731.39 ms
[2021-09-30 09:41:44 main:574] : INFO : Epoch 1564 | loss: 0.031246 | val_loss: 0.0312464 | Time: 7667.95 ms
[2021-09-30 09:41:52 main:574] : INFO : Epoch 1565 | loss: 0.0312454 | val_loss: 0.0312443 | Time: 7612 ms
[2021-09-30 09:42:00 main:574] : INFO : Epoch 1566 | loss: 0.031245 | val_loss: 0.0312441 | Time: 7586.65 ms
[2021-09-30 09:42:07 main:574] : INFO : Epoch 1567 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 7569.93 ms
[2021-09-30 09:42:15 main:574] : INFO : Epoch 1568 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 7925.94 ms
[2021-09-30 09:42:23 main:574] : INFO : Epoch 1569 | loss: 0.0312455 | val_loss: 0.0312439 | Time: 7679.46 ms
[2021-09-30 09:42:30 main:574] : INFO : Epoch 1570 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 7590.65 ms
[2021-09-30 09:42:38 main:574] : INFO : Epoch 1571 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 7722.44 ms
[2021-09-30 09:42:46 main:574] : INFO : Epoch 1572 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 8013.08 ms
[2021-09-30 09:42:54 main:574] : INFO : Epoch 1573 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 7816.38 ms
[2021-09-30 09:43:02 main:574] : INFO : Epoch 1574 | loss: 0.0312465 | val_loss: 0.0312527 | Time: 7627.87 ms
[2021-09-30 09:43:10 main:574] : INFO : Epoch 1575 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 7937.43 ms
[2021-09-30 09:43:18 main:574] : INFO : Epoch 1576 | loss: 0.0312456 | val_loss: 0.0312446 | Time: 7951.7 ms
[2021-09-30 09:43:25 main:574] : INFO : Epoch 1577 | loss: 0.031245 | val_loss: 0.0312444 | Time: 7632.23 ms
[2021-09-30 09:43:33 main:574] : INFO : Epoch 1578 | loss: 0.031245 | val_loss: 0.0312437 | Time: 7672.22 ms
[2021-09-30 09:43:41 main:574] : INFO : Epoch 1579 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 7824.08 ms
[2021-09-30 09:43:49 main:574] : INFO : Epoch 1580 | loss: 0.0312454 | val_loss: 0.0312468 | Time: 7660.67 ms
[2021-09-30 09:43:56 main:574] : INFO : Epoch 1581 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 7591 ms
[2021-09-30 09:44:04 main:574] : INFO : Epoch 1582 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 7591.23 ms
[2021-09-30 09:44:12 main:574] : INFO : Epoch 1583 | loss: 0.031247 | val_loss: 0.0312451 | Time: 8168.72 ms
[2021-09-30 09:44:20 main:574] : INFO : Epoch 1584 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 7579.88 ms
[2021-09-30 09:44:27 main:574] : INFO : Epoch 1585 | loss: 0.0312452 | val_loss: 0.0312441 | Time: 7639.61 ms
[2021-09-30 09:44:35 main:574] : INFO : Epoch 1586 | loss: 0.031245 | val_loss: 0.0312436 | Time: 7665.93 ms
[2021-09-30 09:44:43 main:574] : INFO : Epoch 1587 | loss: 0.0312446 | val_loss: 0.0312437 | Time: 7677.53 ms
[2021-09-30 09:44:51 main:574] : INFO : Epoch 1588 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 7976.25 ms
[2021-09-30 09:44:58 main:574] : INFO : Epoch 1589 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 7582.06 ms
[2021-09-30 09:45:06 main:574] : INFO : Epoch 1590 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 7592.55 ms
[2021-09-30 09:45:14 main:574] : INFO : Epoch 1591 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 7933.36 ms
[2021-09-30 09:45:21 main:574] : INFO : Epoch 1592 | loss: 0.0312461 | val_loss: 0.0312435 | Time: 7592.14 ms
[2021-09-30 09:45:29 main:574] : INFO : Epoch 1593 | loss: 0.0312452 | val_loss: 0.0312444 | Time: 7582.81 ms
[2021-09-30 09:45:38 main:574] : INFO : Epoch 1594 | loss: 0.0312453 | val_loss: 0.0312447 | Time: 8943.33 ms
[2021-09-30 09:45:46 main:574] : INFO : Epoch 1595 | loss: 0.0312446 | val_loss: 0.0312436 | Time: 7872.86 ms
[2021-09-30 09:45:54 main:574] : INFO : Epoch 1596 | loss: 0.0312446 | val_loss: 0.0312434 | Time: 7824.01 ms
[2021-09-30 09:46:11 main:574] : INFO : Epoch 1597 | loss: 0.031245 | val_loss: 0.0312438 | Time: 17538.5 ms
[2021-09-30 09:46:19 main:574] : INFO : Epoch 1598 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 7801.76 ms
[2021-09-30 09:46:27 main:574] : INFO : Epoch 1599 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 7637.65 ms
[2021-09-30 09:46:35 main:574] : INFO : Epoch 1600 | loss: 0.0312463 | val_loss: 0.0312446 | Time: 7939.78 ms
[2021-09-30 09:46:42 main:574] : INFO : Epoch 1601 | loss: 0.0312461 | val_loss: 0.0312439 | Time: 7614.74 ms
[2021-09-30 09:46:51 main:574] : INFO : Epoch 1602 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 8849.45 ms
[2021-09-30 09:46:59 main:574] : INFO : Epoch 1603 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 7602.75 ms
[2021-09-30 09:47:06 main:574] : INFO : Epoch 1604 | loss: 0.0312452 | val_loss: 0.0312435 | Time: 7640.1 ms
[2021-09-30 09:47:14 main:574] : INFO : Epoch 1605 | loss: 0.0312446 | val_loss: 0.0312434 | Time: 7928 ms
[2021-09-30 09:47:22 main:574] : INFO : Epoch 1606 | loss: 0.0312454 | val_loss: 0.0312474 | Time: 7567.58 ms
[2021-09-30 09:47:30 main:574] : INFO : Epoch 1607 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 7571.79 ms
[2021-09-30 09:47:37 main:574] : INFO : Epoch 1608 | loss: 0.0312451 | val_loss: 0.031244 | Time: 7606.87 ms
[2021-09-30 09:47:45 main:574] : INFO : Epoch 1609 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 7792.19 ms
[2021-09-30 09:47:53 main:574] : INFO : Epoch 1610 | loss: 0.031245 | val_loss: 0.0312447 | Time: 7735.72 ms
[2021-09-30 09:48:01 main:574] : INFO : Epoch 1611 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 7566.73 ms
[2021-09-30 09:48:08 main:574] : INFO : Epoch 1612 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 7601.26 ms
[2021-09-30 09:48:16 main:574] : INFO : Epoch 1613 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 8003.32 ms
[2021-09-30 09:48:26 main:574] : INFO : Epoch 1614 | loss: 0.0312456 | val_loss: 0.0312436 | Time: 10315.2 ms
[2021-09-30 09:48:34 main:574] : INFO : Epoch 1615 | loss: 0.0312453 | val_loss: 0.0312447 | Time: 7584.69 ms
[2021-09-30 09:48:42 main:574] : INFO : Epoch 1616 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 8282.34 ms
[2021-09-30 09:48:50 main:574] : INFO : Epoch 1617 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 7567.3 ms
[2021-09-30 09:48:58 main:574] : INFO : Epoch 1618 | loss: 0.0312459 | val_loss: 0.0312437 | Time: 7601.68 ms
[2021-09-30 09:49:06 main:574] : INFO : Epoch 1619 | loss: 0.0312449 | val_loss: 0.0312439 | Time: 7874.1 ms
[2021-09-30 09:49:13 main:574] : INFO : Epoch 1620 | loss: 0.0312462 | val_loss: 0.0312437 | Time: 7667.96 ms
[2021-09-30 09:49:21 main:574] : INFO : Epoch 1621 | loss: 0.0312451 | val_loss: 0.031244 | Time: 7914.5 ms
[2021-09-30 09:49:29 main:574] : INFO : Epoch 1622 | loss: 0.0312456 | val_loss: 0.0312443 | Time: 7574.87 ms
[2021-09-30 09:49:36 main:574] : INFO : Epoch 1623 | loss: 0.0312453 | val_loss: 0.0312434 | Time: 7567.79 ms
[2021-09-30 09:49:45 main:574] : INFO : Epoch 1624 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 8979.91 ms
[2021-09-30 09:49:53 main:574] : INFO : Epoch 1625 | loss: 0.0312452 | val_loss: 0.0312444 | Time: 7910.28 ms
[2021-09-30 09:50:01 main:574] : INFO : Epoch 1626 | loss: 0.031245 | val_loss: 0.0312441 | Time: 7643.09 ms
[2021-09-30 09:50:08 main:574] : INFO : Epoch 1627 | loss: 0.0312455 | val_loss: 0.0312433 | Time: 7601.01 ms
[2021-09-30 09:50:16 main:574] : INFO : Epoch 1628 | loss: 0.0312445 | val_loss: 0.031244 | Time: 7749.87 ms
[2021-09-30 09:50:24 main:574] : INFO : Epoch 1629 | loss: 0.0312448 | val_loss: 0.0312467 | Time: 7567.96 ms
[2021-09-30 09:50:32 main:574] : INFO : Epoch 1630 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 7950.15 ms
[2021-09-30 09:50:40 main:574] : INFO : Epoch 1631 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 7574.82 ms
[2021-09-30 09:50:47 main:574] : INFO : Epoch 1632 | loss: 0.0312445 | val_loss: 0.0312448 | Time: 7580.12 ms
[2021-09-30 09:50:55 main:574] : INFO : Epoch 1633 | loss: 0.0312448 | val_loss: 0.0312436 | Time: 8206.08 ms
[2021-09-30 09:51:03 main:574] : INFO : Epoch 1634 | loss: 0.0312449 | val_loss: 0.0312447 | Time: 7561.77 ms
[2021-09-30 09:51:11 main:574] : INFO : Epoch 1635 | loss: 0.0312466 | val_loss: 0.031244 | Time: 7603.13 ms
[2021-09-30 09:51:19 main:574] : INFO : Epoch 1636 | loss: 0.031246 | val_loss: 0.0312454 | Time: 8128.96 ms
[2021-09-30 09:51:26 main:574] : INFO : Epoch 1637 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 7591.06 ms
[2021-09-30 09:51:34 main:574] : INFO : Epoch 1638 | loss: 0.0312452 | val_loss: 0.0312434 | Time: 7571.58 ms
[2021-09-30 09:51:42 main:574] : INFO : Epoch 1639 | loss: 0.0312448 | val_loss: 0.0312433 | Time: 8127.35 ms
[2021-09-30 09:52:04 main:574] : INFO : Epoch 1640 | loss: 0.0312445 | val_loss: 0.0312434 | Time: 21464.8 ms
[2021-09-30 09:52:11 main:574] : INFO : Epoch 1641 | loss: 0.031245 | val_loss: 0.0312437 | Time: 7561.45 ms
[2021-09-30 09:52:19 main:574] : INFO : Epoch 1642 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 7929.64 ms
[2021-09-30 09:52:27 main:574] : INFO : Epoch 1643 | loss: 0.0312461 | val_loss: 0.0312436 | Time: 7617.01 ms
[2021-09-30 09:52:34 main:574] : INFO : Epoch 1644 | loss: 0.0312457 | val_loss: 0.031244 | Time: 7582.23 ms
[2021-09-30 09:52:42 main:574] : INFO : Epoch 1645 | loss: 0.0312454 | val_loss: 0.0312435 | Time: 7667.3 ms
[2021-09-30 09:52:50 main:574] : INFO : Epoch 1646 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 7651.72 ms
[2021-09-30 09:52:57 main:574] : INFO : Epoch 1647 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 7771.76 ms
[2021-09-30 09:53:05 main:574] : INFO : Epoch 1648 | loss: 0.0312448 | val_loss: 0.0312435 | Time: 7562.72 ms
[2021-09-30 09:53:13 main:574] : INFO : Epoch 1649 | loss: 0.0312443 | val_loss: 0.0312445 | Time: 7690.08 ms
[2021-09-30 09:53:21 main:574] : INFO : Epoch 1650 | loss: 0.0312447 | val_loss: 0.0312432 | Time: 7759.12 ms
[2021-09-30 09:53:28 main:574] : INFO : Epoch 1651 | loss: 0.0312448 | val_loss: 0.0312433 | Time: 7583.44 ms
[2021-09-30 09:53:36 main:574] : INFO : Epoch 1652 | loss: 0.0312449 | val_loss: 0.0312432 | Time: 7595.93 ms
[2021-09-30 09:53:45 main:574] : INFO : Epoch 1653 | loss: 0.0312459 | val_loss: 0.0312439 | Time: 8820.7 ms
[2021-09-30 09:53:52 main:574] : INFO : Epoch 1654 | loss: 0.031245 | val_loss: 0.0312438 | Time: 7684.78 ms
[2021-09-30 09:54:00 main:574] : INFO : Epoch 1655 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 7594.34 ms
[2021-09-30 09:54:08 main:574] : INFO : Epoch 1656 | loss: 0.0312447 | val_loss: 0.0312469 | Time: 7613.97 ms
[2021-09-30 09:54:15 main:574] : INFO : Epoch 1657 | loss: 0.0312455 | val_loss: 0.0312438 | Time: 7576.62 ms
[2021-09-30 09:54:23 main:574] : INFO : Epoch 1658 | loss: 0.0312461 | val_loss: 0.0312445 | Time: 7678.56 ms
[2021-09-30 09:54:31 main:574] : INFO : Epoch 1659 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 7736.26 ms
[2021-09-30 09:54:38 main:574] : INFO : Epoch 1660 | loss: 0.0312444 | val_loss: 0.0312438 | Time: 7690.23 ms
[2021-09-30 09:54:46 main:574] : INFO : Epoch 1661 | loss: 0.0312453 | val_loss: 0.0312439 | Time: 7598.71 ms
[2021-09-30 09:54:54 main:574] : INFO : Epoch 1662 | loss: 0.0312469 | val_loss: 0.0312449 | Time: 7571.1 ms
[2021-09-30 09:55:01 main:574] : INFO : Epoch 1663 | loss: 0.0312456 | val_loss: 0.0312446 | Time: 7660.53 ms
[2021-09-30 09:55:09 main:574] : INFO : Epoch 1664 | loss: 0.0312447 | val_loss: 0.0312432 | Time: 7668.11 ms
[2021-09-30 09:55:17 main:574] : INFO : Epoch 1665 | loss: 0.0312445 | val_loss: 0.0312435 | Time: 7565.73 ms
[2021-09-30 09:55:24 main:574] : INFO : Epoch 1666 | loss: 0.0312449 | val_loss: 0.0312438 | Time: 7755.69 ms
[2021-09-30 09:55:32 main:574] : INFO : Epoch 1667 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 7559.98 ms
[2021-09-30 09:55:40 main:574] : INFO : Epoch 1668 | loss: 0.0312459 | val_loss: 0.0312443 | Time: 7669.53 ms
[2021-09-30 09:55:47 main:574] : INFO : Epoch 1669 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 7662.74 ms
[2021-09-30 09:56:05 main:574] : INFO : Epoch 1670 | loss: 0.0312451 | val_loss: 0.0312431 | Time: 17487.8 ms
[2021-09-30 09:56:12 main:574] : INFO : Epoch 1671 | loss: 0.0312447 | val_loss: 0.0312448 | Time: 7599.82 ms
[2021-09-30 09:56:20 main:574] : INFO : Epoch 1672 | loss: 0.031245 | val_loss: 0.0312448 | Time: 7764.95 ms
[2021-09-30 09:56:28 main:574] : INFO : Epoch 1673 | loss: 0.0312454 | val_loss: 0.031245 | Time: 7590.48 ms
[2021-09-30 09:56:35 main:574] : INFO : Epoch 1674 | loss: 0.0312481 | val_loss: 0.0312514 | Time: 7566.59 ms
[2021-09-30 09:56:43 main:574] : INFO : Epoch 1675 | loss: 0.0312472 | val_loss: 0.0312502 | Time: 7788.44 ms
[2021-09-30 09:56:51 main:574] : INFO : Epoch 1676 | loss: 0.0312463 | val_loss: 0.031244 | Time: 7633.03 ms
[2021-09-30 09:56:58 main:574] : INFO : Epoch 1677 | loss: 0.0312461 | val_loss: 0.0312445 | Time: 7583.54 ms
[2021-09-30 09:57:10 main:574] : INFO : Epoch 1678 | loss: 0.0312451 | val_loss: 0.0312432 | Time: 11778.5 ms
[2021-09-30 09:57:19 main:574] : INFO : Epoch 1679 | loss: 0.0312449 | val_loss: 0.0312433 | Time: 8422.97 ms
[2021-09-30 09:57:26 main:574] : INFO : Epoch 1680 | loss: 0.0312447 | val_loss: 0.0312438 | Time: 7702.38 ms
[2021-09-30 09:57:34 main:574] : INFO : Epoch 1681 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 7594.53 ms
[2021-09-30 09:57:42 main:574] : INFO : Epoch 1682 | loss: 0.0312449 | val_loss: 0.0312431 | Time: 7567.54 ms
[2021-09-30 09:57:51 main:574] : INFO : Epoch 1683 | loss: 0.0312455 | val_loss: 0.0312432 | Time: 9124.78 ms
[2021-09-30 09:57:58 main:574] : INFO : Epoch 1684 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 7582.69 ms
[2021-09-30 09:58:06 main:574] : INFO : Epoch 1685 | loss: 0.0312444 | val_loss: 0.0312436 | Time: 7572.84 ms
[2021-09-30 09:58:14 main:574] : INFO : Epoch 1686 | loss: 0.0312444 | val_loss: 0.0312436 | Time: 7600.8 ms
[2021-09-30 09:58:22 main:574] : INFO : Epoch 1687 | loss: 0.0312445 | val_loss: 0.031244 | Time: 8011.74 ms
[2021-09-30 09:58:29 main:574] : INFO : Epoch 1688 | loss: 0.031245 | val_loss: 0.0312433 | Time: 7588.76 ms
[2021-09-30 09:58:37 main:574] : INFO : Epoch 1689 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 7570.6 ms
[2021-09-30 09:58:45 main:574] : INFO : Epoch 1690 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 7826.9 ms
[2021-09-30 09:58:52 main:574] : INFO : Epoch 1691 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 7587.29 ms
[2021-09-30 09:59:00 main:574] : INFO : Epoch 1692 | loss: 0.0312453 | val_loss: 0.031246 | Time: 7623.33 ms
[2021-09-30 09:59:07 main:574] : INFO : Epoch 1693 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 7574.79 ms
[2021-09-30 09:59:15 main:574] : INFO : Epoch 1694 | loss: 0.0312447 | val_loss: 0.0312432 | Time: 7632.54 ms
[2021-09-30 09:59:23 main:574] : INFO : Epoch 1695 | loss: 0.0312443 | val_loss: 0.0312433 | Time: 7819.37 ms
[2021-09-30 09:59:30 main:574] : INFO : Epoch 1696 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 7573.25 ms
[2021-09-30 09:59:38 main:574] : INFO : Epoch 1697 | loss: 0.0312465 | val_loss: 0.0312443 | Time: 7776.09 ms
[2021-09-30 09:59:46 main:574] : INFO : Epoch 1698 | loss: 0.0312455 | val_loss: 0.0312435 | Time: 7560 ms
[2021-09-30 09:59:53 main:574] : INFO : Epoch 1699 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 7565.16 ms
[2021-09-30 10:00:01 main:574] : INFO : Epoch 1700 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 7704.17 ms
[2021-09-30 10:00:09 main:574] : INFO : Epoch 1701 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 7681.6 ms
[2021-09-30 10:00:16 main:574] : INFO : Epoch 1702 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 7582.69 ms
[2021-09-30 10:00:25 main:574] : INFO : Epoch 1703 | loss: 0.0312475 | val_loss: 0.0312445 | Time: 8077.24 ms
[2021-09-30 10:00:32 main:574] : INFO : Epoch 1704 | loss: 0.031246 | val_loss: 0.0312469 | Time: 7588.97 ms
[2021-09-30 10:00:40 main:574] : INFO : Epoch 1705 | loss: 0.0312457 | val_loss: 0.0312435 | Time: 7595.06 ms
[2021-09-30 10:00:48 main:574] : INFO : Epoch 1706 | loss: 0.031246 | val_loss: 0.0312473 | Time: 8193.68 ms
[2021-09-30 10:00:56 main:574] : INFO : Epoch 1707 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 7556.03 ms
[2021-09-30 10:01:03 main:574] : INFO : Epoch 1708 | loss: 0.0312449 | val_loss: 0.0312445 | Time: 7929.86 ms
[2021-09-30 10:01:11 main:574] : INFO : Epoch 1709 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 7577.57 ms
[2021-09-30 10:01:19 main:574] : INFO : Epoch 1710 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 7585.32 ms
[2021-09-30 10:01:27 main:574] : INFO : Epoch 1711 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 7872.98 ms
[2021-09-30 10:01:34 main:574] : INFO : Epoch 1712 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 7595.77 ms
[2021-09-30 10:01:42 main:574] : INFO : Epoch 1713 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 7627.37 ms
[2021-09-30 10:01:51 main:574] : INFO : Epoch 1714 | loss: 0.0312467 | val_loss: 0.0312445 | Time: 8638.54 ms
[2021-09-30 10:01:58 main:574] : INFO : Epoch 1715 | loss: 0.031246 | val_loss: 0.0312447 | Time: 7824.35 ms
[2021-09-30 10:02:06 main:574] : INFO : Epoch 1716 | loss: 0.0312454 | val_loss: 0.0312437 | Time: 7583.51 ms
[2021-09-30 10:02:14 main:574] : INFO : Epoch 1717 | loss: 0.0312447 | val_loss: 0.0312435 | Time: 7554.31 ms
[2021-09-30 10:02:21 main:574] : INFO : Epoch 1718 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 7905.52 ms
[2021-09-30 10:02:29 main:574] : INFO : Epoch 1719 | loss: 0.0312446 | val_loss: 0.0312462 | Time: 7574.46 ms
[2021-09-30 10:02:37 main:574] : INFO : Epoch 1720 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 7557.22 ms
[2021-09-30 10:02:44 main:574] : INFO : Epoch 1721 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 7776.62 ms
[2021-09-30 10:02:52 main:574] : INFO : Epoch 1722 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 7615.03 ms
[2021-09-30 10:03:00 main:574] : INFO : Epoch 1723 | loss: 0.0312473 | val_loss: 0.0312485 | Time: 7656.75 ms
[2021-09-30 10:03:07 main:574] : INFO : Epoch 1724 | loss: 0.0312486 | val_loss: 0.0312465 | Time: 7632.6 ms
[2021-09-30 10:03:15 main:574] : INFO : Epoch 1725 | loss: 0.0312476 | val_loss: 0.0312448 | Time: 7655.9 ms
[2021-09-30 10:03:23 main:574] : INFO : Epoch 1726 | loss: 0.0312473 | val_loss: 0.0312438 | Time: 7893.27 ms
[2021-09-30 10:03:31 main:574] : INFO : Epoch 1727 | loss: 0.0312449 | val_loss: 0.0312438 | Time: 7580.64 ms
[2021-09-30 10:03:38 main:574] : INFO : Epoch 1728 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 7562.46 ms
[2021-09-30 10:03:46 main:574] : INFO : Epoch 1729 | loss: 0.0312451 | val_loss: 0.0312461 | Time: 7738.22 ms
[2021-09-30 10:03:54 main:574] : INFO : Epoch 1730 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 7562.67 ms
[2021-09-30 10:04:01 main:574] : INFO : Epoch 1731 | loss: 0.031246 | val_loss: 0.0312438 | Time: 7735.23 ms
[2021-09-30 10:04:09 main:574] : INFO : Epoch 1732 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 7668.13 ms
[2021-09-30 10:04:17 main:574] : INFO : Epoch 1733 | loss: 0.0312478 | val_loss: 0.0312443 | Time: 7560.97 ms
[2021-09-30 10:04:24 main:574] : INFO : Epoch 1734 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 7777.85 ms
[2021-09-30 10:04:32 main:574] : INFO : Epoch 1735 | loss: 0.0312461 | val_loss: 0.0312444 | Time: 7577.34 ms
[2021-09-30 10:04:40 main:574] : INFO : Epoch 1736 | loss: 0.0312464 | val_loss: 0.0312474 | Time: 7693.19 ms
[2021-09-30 10:04:47 main:574] : INFO : Epoch 1737 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 7702.37 ms
[2021-09-30 10:04:55 main:574] : INFO : Epoch 1738 | loss: 0.0312471 | val_loss: 0.0312453 | Time: 7573.21 ms
[2021-09-30 10:05:03 main:574] : INFO : Epoch 1739 | loss: 0.0312474 | val_loss: 0.0312488 | Time: 7814.68 ms
[2021-09-30 10:05:10 main:574] : INFO : Epoch 1740 | loss: 0.0312482 | val_loss: 0.0312464 | Time: 7590.61 ms
[2021-09-30 10:05:18 main:574] : INFO : Epoch 1741 | loss: 0.0312468 | val_loss: 0.0312435 | Time: 7566.17 ms
[2021-09-30 10:05:26 main:574] : INFO : Epoch 1742 | loss: 0.0312482 | val_loss: 0.0312456 | Time: 7772.66 ms
[2021-09-30 10:05:33 main:574] : INFO : Epoch 1743 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 7596.39 ms
[2021-09-30 10:05:41 main:574] : INFO : Epoch 1744 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 7666.49 ms
[2021-09-30 10:05:50 main:574] : INFO : Epoch 1745 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 8569.52 ms
[2021-09-30 10:05:57 main:574] : INFO : Epoch 1746 | loss: 0.031247 | val_loss: 0.031246 | Time: 7639.93 ms
[2021-09-30 10:06:06 main:574] : INFO : Epoch 1747 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 8411.62 ms
[2021-09-30 10:06:13 main:574] : INFO : Epoch 1748 | loss: 0.0312466 | val_loss: 0.0312442 | Time: 7582.18 ms
[2021-09-30 10:06:21 main:574] : INFO : Epoch 1749 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 7570.69 ms
[2021-09-30 10:06:29 main:574] : INFO : Epoch 1750 | loss: 0.0312451 | val_loss: 0.031244 | Time: 8014.56 ms
[2021-09-30 10:06:37 main:574] : INFO : Epoch 1751 | loss: 0.0312446 | val_loss: 0.0312437 | Time: 7590.59 ms
[2021-09-30 10:06:44 main:574] : INFO : Epoch 1752 | loss: 0.0312455 | val_loss: 0.0312438 | Time: 7866.6 ms
[2021-09-30 10:06:52 main:574] : INFO : Epoch 1753 | loss: 0.0312463 | val_loss: 0.031247 | Time: 7836.56 ms
[2021-09-30 10:07:00 main:574] : INFO : Epoch 1754 | loss: 0.031246 | val_loss: 0.0312445 | Time: 7607.38 ms
[2021-09-30 10:07:08 main:574] : INFO : Epoch 1755 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 7876.32 ms
[2021-09-30 10:07:16 main:574] : INFO : Epoch 1756 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 7993.63 ms
[2021-09-30 10:07:23 main:574] : INFO : Epoch 1757 | loss: 0.0312457 | val_loss: 0.0312434 | Time: 7596.48 ms
[2021-09-30 10:07:32 main:574] : INFO : Epoch 1758 | loss: 0.0312462 | val_loss: 0.031245 | Time: 8009.1 ms
[2021-09-30 10:07:39 main:574] : INFO : Epoch 1759 | loss: 0.0312477 | val_loss: 0.0312491 | Time: 7793.26 ms
[2021-09-30 10:07:51 main:574] : INFO : Epoch 1760 | loss: 0.031247 | val_loss: 0.0312442 | Time: 11519.6 ms
[2021-09-30 10:07:59 main:574] : INFO : Epoch 1761 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 8327.26 ms
[2021-09-30 10:08:08 main:574] : INFO : Epoch 1762 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 8377.44 ms
[2021-09-30 10:08:15 main:574] : INFO : Epoch 1763 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 7559.04 ms
[2021-09-30 10:08:23 main:574] : INFO : Epoch 1764 | loss: 0.0312472 | val_loss: 0.0312456 | Time: 7561.73 ms
[2021-09-30 10:08:31 main:574] : INFO : Epoch 1765 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 7946.52 ms
[2021-09-30 10:08:39 main:574] : INFO : Epoch 1766 | loss: 0.031246 | val_loss: 0.0312447 | Time: 7711.47 ms
[2021-09-30 10:08:46 main:574] : INFO : Epoch 1767 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 7652.06 ms
[2021-09-30 10:08:54 main:574] : INFO : Epoch 1768 | loss: 0.0312467 | val_loss: 0.0312446 | Time: 7602.59 ms
[2021-09-30 10:09:02 main:574] : INFO : Epoch 1769 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 7913.42 ms
[2021-09-30 10:09:09 main:574] : INFO : Epoch 1770 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 7626.79 ms
[2021-09-30 10:09:17 main:574] : INFO : Epoch 1771 | loss: 0.0312452 | val_loss: 0.0312444 | Time: 7584.23 ms
[2021-09-30 10:09:25 main:574] : INFO : Epoch 1772 | loss: 0.0312473 | val_loss: 0.0312453 | Time: 8145.11 ms
[2021-09-30 10:09:33 main:574] : INFO : Epoch 1773 | loss: 0.0312458 | val_loss: 0.0312435 | Time: 7621.97 ms
[2021-09-30 10:09:41 main:574] : INFO : Epoch 1774 | loss: 0.0312454 | val_loss: 0.031244 | Time: 7728.42 ms
[2021-09-30 10:09:49 main:574] : INFO : Epoch 1775 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 8161.18 ms
[2021-09-30 10:10:14 main:574] : INFO : Epoch 1776 | loss: 0.0312453 | val_loss: 0.0312434 | Time: 23564.9 ms
[2021-09-30 10:10:22 main:574] : INFO : Epoch 1777 | loss: 0.0312446 | val_loss: 0.0312438 | Time: 7645.47 ms
[2021-09-30 10:10:29 main:574] : INFO : Epoch 1778 | loss: 0.0312451 | val_loss: 0.0312449 | Time: 7918.25 ms
[2021-09-30 10:10:37 main:574] : INFO : Epoch 1779 | loss: 0.0312466 | val_loss: 0.0312442 | Time: 7538.21 ms
[2021-09-30 10:10:45 main:574] : INFO : Epoch 1780 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 7704.54 ms
[2021-09-30 10:11:02 main:574] : INFO : Epoch 1781 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 17599.5 ms
[2021-09-30 10:11:10 main:574] : INFO : Epoch 1782 | loss: 0.0312448 | val_loss: 0.0312436 | Time: 7903.74 ms
[2021-09-30 10:11:18 main:574] : INFO : Epoch 1783 | loss: 0.0312453 | val_loss: 0.031244 | Time: 7573.7 ms
[2021-09-30 10:11:25 main:574] : INFO : Epoch 1784 | loss: 0.0312448 | val_loss: 0.031244 | Time: 7578.45 ms
[2021-09-30 10:11:33 main:574] : INFO : Epoch 1785 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 7968.12 ms
[2021-09-30 10:11:41 main:574] : INFO : Epoch 1786 | loss: 0.0312463 | val_loss: 0.0312443 | Time: 7549.31 ms
[2021-09-30 10:11:49 main:574] : INFO : Epoch 1787 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 7606.41 ms
[2021-09-30 10:11:56 main:574] : INFO : Epoch 1788 | loss: 0.0312458 | val_loss: 0.031244 | Time: 7540.45 ms
[2021-09-30 10:12:04 main:574] : INFO : Epoch 1789 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 7575.8 ms
[2021-09-30 10:12:11 main:574] : INFO : Epoch 1790 | loss: 0.031245 | val_loss: 0.0312436 | Time: 7579.38 ms
[2021-09-30 10:12:20 main:574] : INFO : Epoch 1791 | loss: 0.0312447 | val_loss: 0.0312435 | Time: 8362.52 ms
[2021-09-30 10:12:27 main:574] : INFO : Epoch 1792 | loss: 0.0312448 | val_loss: 0.0312434 | Time: 7543.88 ms
[2021-09-30 10:12:35 main:574] : INFO : Epoch 1793 | loss: 0.0312461 | val_loss: 0.031246 | Time: 7733.78 ms
[2021-09-30 10:12:43 main:574] : INFO : Epoch 1794 | loss: 0.0312462 | val_loss: 0.0312444 | Time: 7663.64 ms
[2021-09-30 10:13:17 main:574] : INFO : Epoch 1795 | loss: 0.0312449 | val_loss: 0.0312435 | Time: 34339 ms
[2021-09-30 10:13:25 main:574] : INFO : Epoch 1796 | loss: 0.0312451 | val_loss: 0.0312437 | Time: 7536.6 ms
[2021-09-30 10:13:33 main:574] : INFO : Epoch 1797 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 7792.82 ms
[2021-09-30 10:13:40 main:574] : INFO : Epoch 1798 | loss: 0.0312453 | val_loss: 0.0312434 | Time: 7673.63 ms
[2021-09-30 10:13:48 main:574] : INFO : Epoch 1799 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 7610.94 ms
[2021-09-30 10:13:57 main:574] : INFO : Epoch 1800 | loss: 0.0312478 | val_loss: 0.0312454 | Time: 9026.66 ms
[2021-09-30 10:14:05 main:574] : INFO : Epoch 1801 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 7596.75 ms
[2021-09-30 10:14:12 main:574] : INFO : Epoch 1802 | loss: 0.031245 | val_loss: 0.0312431 | Time: 7629.24 ms
[2021-09-30 10:14:20 main:574] : INFO : Epoch 1803 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 7615.91 ms
[2021-09-30 10:14:28 main:574] : INFO : Epoch 1804 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 8071.11 ms
[2021-09-30 10:14:36 main:574] : INFO : Epoch 1805 | loss: 0.031246 | val_loss: 0.0312474 | Time: 7599.07 ms
[2021-09-30 10:14:43 main:574] : INFO : Epoch 1806 | loss: 0.0312467 | val_loss: 0.031247 | Time: 7639.01 ms
[2021-09-30 10:14:51 main:574] : INFO : Epoch 1807 | loss: 0.0312471 | val_loss: 0.031246 | Time: 7583.23 ms
[2021-09-30 10:14:58 main:574] : INFO : Epoch 1808 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 7581.1 ms
[2021-09-30 10:15:06 main:574] : INFO : Epoch 1809 | loss: 0.0312455 | val_loss: 0.0312436 | Time: 7802.31 ms
[2021-09-30 10:15:14 main:574] : INFO : Epoch 1810 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 7628.96 ms
[2021-09-30 10:15:21 main:574] : INFO : Epoch 1811 | loss: 0.0312463 | val_loss: 0.0312442 | Time: 7619.47 ms
[2021-09-30 10:15:30 main:574] : INFO : Epoch 1812 | loss: 0.0312459 | val_loss: 0.0312442 | Time: 8095.49 ms
[2021-09-30 10:15:37 main:574] : INFO : Epoch 1813 | loss: 0.0312457 | val_loss: 0.0312439 | Time: 7588.03 ms
[2021-09-30 10:15:45 main:574] : INFO : Epoch 1814 | loss: 0.0312462 | val_loss: 0.031244 | Time: 7647.81 ms
[2021-09-30 10:15:53 main:574] : INFO : Epoch 1815 | loss: 0.031246 | val_loss: 0.0312441 | Time: 7805.57 ms
[2021-09-30 10:16:01 main:574] : INFO : Epoch 1816 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 7623.05 ms
[2021-09-30 10:16:09 main:574] : INFO : Epoch 1817 | loss: 0.0312458 | val_loss: 0.0312435 | Time: 7929.73 ms
[2021-09-30 10:16:16 main:574] : INFO : Epoch 1818 | loss: 0.031247 | val_loss: 0.0312481 | Time: 7659.65 ms
[2021-09-30 10:16:24 main:574] : INFO : Epoch 1819 | loss: 0.0312481 | val_loss: 0.0312448 | Time: 7638.6 ms
[2021-09-30 10:16:32 main:574] : INFO : Epoch 1820 | loss: 0.0312456 | val_loss: 0.0312443 | Time: 7891.7 ms
[2021-09-30 10:16:39 main:574] : INFO : Epoch 1821 | loss: 0.0312449 | val_loss: 0.0312485 | Time: 7580.22 ms
[2021-09-30 10:16:47 main:574] : INFO : Epoch 1822 | loss: 0.0312468 | val_loss: 0.0312442 | Time: 7580.68 ms
[2021-09-30 10:16:55 main:574] : INFO : Epoch 1823 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 7601.58 ms
[2021-09-30 10:17:03 main:574] : INFO : Epoch 1824 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 8219.24 ms
[2021-09-30 10:17:11 main:574] : INFO : Epoch 1825 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 7603.06 ms
[2021-09-30 10:17:18 main:574] : INFO : Epoch 1826 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 7576.75 ms
[2021-09-30 10:17:26 main:574] : INFO : Epoch 1827 | loss: 0.031246 | val_loss: 0.0312448 | Time: 7606.72 ms
[2021-09-30 10:17:34 main:574] : INFO : Epoch 1828 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 7943.38 ms
[2021-09-30 10:18:03 main:574] : INFO : Epoch 1829 | loss: 0.0312455 | val_loss: 0.0312442 | Time: 29260.3 ms
[2021-09-30 10:18:11 main:574] : INFO : Epoch 1830 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 7643.75 ms
[2021-09-30 10:18:18 main:574] : INFO : Epoch 1831 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 7564.06 ms
[2021-09-30 10:18:26 main:574] : INFO : Epoch 1832 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 7639.67 ms
[2021-09-30 10:18:34 main:574] : INFO : Epoch 1833 | loss: 0.0312455 | val_loss: 0.0312434 | Time: 7944.19 ms
[2021-09-30 10:18:41 main:574] : INFO : Epoch 1834 | loss: 0.0312444 | val_loss: 0.0312434 | Time: 7620.42 ms
[2021-09-30 10:18:49 main:574] : INFO : Epoch 1835 | loss: 0.0312444 | val_loss: 0.0312445 | Time: 7672.78 ms
[2021-09-30 10:18:57 main:574] : INFO : Epoch 1836 | loss: 0.0312452 | val_loss: 0.0312433 | Time: 7606.6 ms
[2021-09-30 10:19:05 main:574] : INFO : Epoch 1837 | loss: 0.0312464 | val_loss: 0.031246 | Time: 7835.81 ms
[2021-09-30 10:19:12 main:574] : INFO : Epoch 1838 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 7610.05 ms
[2021-09-30 10:19:20 main:574] : INFO : Epoch 1839 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 7640.25 ms
[2021-09-30 10:19:28 main:574] : INFO : Epoch 1840 | loss: 0.0312458 | val_loss: 0.0312437 | Time: 8107.56 ms
[2021-09-30 10:19:36 main:574] : INFO : Epoch 1841 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 7808.37 ms
[2021-09-30 10:19:44 main:574] : INFO : Epoch 1842 | loss: 0.0312448 | val_loss: 0.0312464 | Time: 7668.42 ms
[2021-09-30 10:19:51 main:574] : INFO : Epoch 1843 | loss: 0.031247 | val_loss: 0.0312454 | Time: 7580.81 ms
[2021-09-30 10:19:59 main:574] : INFO : Epoch 1844 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 7600.62 ms
[2021-09-30 10:20:07 main:574] : INFO : Epoch 1845 | loss: 0.031246 | val_loss: 0.0312438 | Time: 7811.38 ms
[2021-09-30 10:20:14 main:574] : INFO : Epoch 1846 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 7621.79 ms
[2021-09-30 10:20:22 main:574] : INFO : Epoch 1847 | loss: 0.0312453 | val_loss: 0.0312438 | Time: 7743.73 ms
[2021-09-30 10:20:30 main:574] : INFO : Epoch 1848 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 7629.88 ms
[2021-09-30 10:20:38 main:574] : INFO : Epoch 1849 | loss: 0.0312451 | val_loss: 0.0312434 | Time: 7952.58 ms
[2021-09-30 10:20:45 main:574] : INFO : Epoch 1850 | loss: 0.0312455 | val_loss: 0.0312434 | Time: 7598.04 ms
[2021-09-30 10:20:54 main:574] : INFO : Epoch 1851 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 8416.87 ms
[2021-09-30 10:21:02 main:574] : INFO : Epoch 1852 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 7912.03 ms
[2021-09-30 10:21:09 main:574] : INFO : Epoch 1853 | loss: 0.0312466 | val_loss: 0.0312447 | Time: 7600.14 ms
[2021-09-30 10:21:18 main:574] : INFO : Epoch 1854 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 8370.33 ms
[2021-09-30 10:21:25 main:574] : INFO : Epoch 1855 | loss: 0.0312461 | val_loss: 0.0312491 | Time: 7623.78 ms
[2021-09-30 10:21:33 main:574] : INFO : Epoch 1856 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 7944.43 ms
[2021-09-30 10:21:41 main:574] : INFO : Epoch 1857 | loss: 0.0312466 | val_loss: 0.0312445 | Time: 8034.15 ms
[2021-09-30 10:21:49 main:574] : INFO : Epoch 1858 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 7708.72 ms
[2021-09-30 10:21:58 main:574] : INFO : Epoch 1859 | loss: 0.031245 | val_loss: 0.0312444 | Time: 8773.93 ms
[2021-09-30 10:22:05 main:574] : INFO : Epoch 1860 | loss: 0.0312474 | val_loss: 0.0312445 | Time: 7623.38 ms
[2021-09-30 10:22:13 main:574] : INFO : Epoch 1861 | loss: 0.0312456 | val_loss: 0.031245 | Time: 7584.34 ms
[2021-09-30 10:22:21 main:574] : INFO : Epoch 1862 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 7636.24 ms
[2021-09-30 10:22:28 main:574] : INFO : Epoch 1863 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 7619.06 ms
[2021-09-30 10:22:36 main:574] : INFO : Epoch 1864 | loss: 0.031245 | val_loss: 0.0312431 | Time: 8113.96 ms
[2021-09-30 10:22:44 main:574] : INFO : Epoch 1865 | loss: 0.0312443 | val_loss: 0.0312438 | Time: 7589.95 ms
[2021-09-30 10:22:52 main:574] : INFO : Epoch 1866 | loss: 0.0312454 | val_loss: 0.031245 | Time: 7591.72 ms
[2021-09-30 10:22:59 main:574] : INFO : Epoch 1867 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 7635.46 ms
[2021-09-30 10:23:07 main:574] : INFO : Epoch 1868 | loss: 0.0312472 | val_loss: 0.0312447 | Time: 7895.84 ms
[2021-09-30 10:23:15 main:574] : INFO : Epoch 1869 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 7590.22 ms
[2021-09-30 10:23:22 main:574] : INFO : Epoch 1870 | loss: 0.0312453 | val_loss: 0.0312434 | Time: 7573.32 ms
[2021-09-30 10:23:30 main:574] : INFO : Epoch 1871 | loss: 0.031245 | val_loss: 0.0312437 | Time: 7808.53 ms
[2021-09-30 10:23:38 main:574] : INFO : Epoch 1872 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 8019.21 ms
[2021-09-30 10:23:46 main:574] : INFO : Epoch 1873 | loss: 0.0312468 | val_loss: 0.0312497 | Time: 7845.01 ms
[2021-09-30 10:23:54 main:574] : INFO : Epoch 1874 | loss: 0.0312481 | val_loss: 0.031248 | Time: 7609.07 ms
[2021-09-30 10:24:02 main:574] : INFO : Epoch 1875 | loss: 0.0312468 | val_loss: 0.0312441 | Time: 7809.91 ms
[2021-09-30 10:24:09 main:574] : INFO : Epoch 1876 | loss: 0.0312471 | val_loss: 0.0312446 | Time: 7598.31 ms
[2021-09-30 10:24:17 main:574] : INFO : Epoch 1877 | loss: 0.0312458 | val_loss: 0.0312434 | Time: 7603.89 ms
[2021-09-30 10:24:25 main:574] : INFO : Epoch 1878 | loss: 0.031246 | val_loss: 0.0312454 | Time: 7592.58 ms
[2021-09-30 10:24:33 main:574] : INFO : Epoch 1879 | loss: 0.0312473 | val_loss: 0.031245 | Time: 8786.32 ms
[2021-09-30 10:24:41 main:574] : INFO : Epoch 1880 | loss: 0.0312452 | val_loss: 0.0312436 | Time: 7627.73 ms
[2021-09-30 10:24:49 main:574] : INFO : Epoch 1881 | loss: 0.031245 | val_loss: 0.0312454 | Time: 7619.79 ms
[2021-09-30 10:24:56 main:574] : INFO : Epoch 1882 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 7584.53 ms
[2021-09-30 10:25:04 main:574] : INFO : Epoch 1883 | loss: 0.031245 | val_loss: 0.0312452 | Time: 7624.81 ms
[2021-09-30 10:25:12 main:574] : INFO : Epoch 1884 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 7602.49 ms
[2021-09-30 10:25:19 main:574] : INFO : Epoch 1885 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 7603.55 ms
[2021-09-30 10:25:27 main:574] : INFO : Epoch 1886 | loss: 0.0312461 | val_loss: 0.0312443 | Time: 7758.21 ms
[2021-09-30 10:25:35 main:574] : INFO : Epoch 1887 | loss: 0.031245 | val_loss: 0.0312441 | Time: 7955.22 ms
[2021-09-30 10:25:43 main:574] : INFO : Epoch 1888 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 7593.36 ms
[2021-09-30 10:25:51 main:574] : INFO : Epoch 1889 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 8054.05 ms
[2021-09-30 10:26:00 main:574] : INFO : Epoch 1890 | loss: 0.0312469 | val_loss: 0.0312447 | Time: 8680.06 ms
[2021-09-30 10:26:08 main:574] : INFO : Epoch 1891 | loss: 0.0312452 | val_loss: 0.0312471 | Time: 8129.5 ms
[2021-09-30 10:26:16 main:574] : INFO : Epoch 1892 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 7877.39 ms
[2021-09-30 10:26:24 main:574] : INFO : Epoch 1893 | loss: 0.031246 | val_loss: 0.0312451 | Time: 7876.56 ms
[2021-09-30 10:26:31 main:574] : INFO : Epoch 1894 | loss: 0.0312461 | val_loss: 0.0312444 | Time: 7609.4 ms
[2021-09-30 10:26:40 main:574] : INFO : Epoch 1895 | loss: 0.0312451 | val_loss: 0.031244 | Time: 8272.89 ms
[2021-09-30 10:26:47 main:574] : INFO : Epoch 1896 | loss: 0.0312453 | val_loss: 0.0312433 | Time: 7584 ms
[2021-09-30 10:26:55 main:574] : INFO : Epoch 1897 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 7655.76 ms
[2021-09-30 10:27:03 main:574] : INFO : Epoch 1898 | loss: 0.0312453 | val_loss: 0.0312433 | Time: 7955.61 ms
[2021-09-30 10:27:11 main:574] : INFO : Epoch 1899 | loss: 0.0312451 | val_loss: 0.0312432 | Time: 7666.56 ms
[2021-09-30 10:27:18 main:574] : INFO : Epoch 1900 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 7581.51 ms
[2021-09-30 10:27:26 main:574] : INFO : Epoch 1901 | loss: 0.0312446 | val_loss: 0.0312432 | Time: 7615.97 ms
[2021-09-30 10:27:34 main:574] : INFO : Epoch 1902 | loss: 0.0312445 | val_loss: 0.0312433 | Time: 7931.12 ms
[2021-09-30 10:27:41 main:574] : INFO : Epoch 1903 | loss: 0.0312446 | val_loss: 0.0312439 | Time: 7744.24 ms
[2021-09-30 10:27:49 main:574] : INFO : Epoch 1904 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 7604.81 ms
[2021-09-30 10:27:57 main:574] : INFO : Epoch 1905 | loss: 0.0312455 | val_loss: 0.0312449 | Time: 8260.8 ms
[2021-09-30 10:28:05 main:574] : INFO : Epoch 1906 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 7628.96 ms
[2021-09-30 10:28:13 main:574] : INFO : Epoch 1907 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 7892.98 ms
[2021-09-30 10:28:21 main:574] : INFO : Epoch 1908 | loss: 0.0312456 | val_loss: 0.0312438 | Time: 7618.11 ms
[2021-09-30 10:28:28 main:574] : INFO : Epoch 1909 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 7656.52 ms
[2021-09-30 10:28:36 main:574] : INFO : Epoch 1910 | loss: 0.0312485 | val_loss: 0.0312465 | Time: 8062.88 ms
[2021-09-30 10:28:44 main:574] : INFO : Epoch 1911 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 7569.65 ms
[2021-09-30 10:28:52 main:574] : INFO : Epoch 1912 | loss: 0.031245 | val_loss: 0.0312435 | Time: 7633.6 ms
[2021-09-30 10:28:59 main:574] : INFO : Epoch 1913 | loss: 0.0312444 | val_loss: 0.0312437 | Time: 7609.01 ms
[2021-09-30 10:29:07 main:574] : INFO : Epoch 1914 | loss: 0.0312472 | val_loss: 0.0312499 | Time: 7864.57 ms
[2021-09-30 10:29:15 main:574] : INFO : Epoch 1915 | loss: 0.0312497 | val_loss: 0.0312452 | Time: 7596.38 ms
[2021-09-30 10:29:22 main:574] : INFO : Epoch 1916 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 7565.21 ms
[2021-09-30 10:29:31 main:574] : INFO : Epoch 1917 | loss: 0.0312459 | val_loss: 0.0312436 | Time: 8229.13 ms
[2021-09-30 10:29:41 main:574] : INFO : Epoch 1918 | loss: 0.031245 | val_loss: 0.0312435 | Time: 10368.6 ms
[2021-09-30 10:29:53 main:574] : INFO : Epoch 1919 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 11646.8 ms
[2021-09-30 10:30:02 main:574] : INFO : Epoch 1920 | loss: 0.0312451 | val_loss: 0.0312465 | Time: 8849.73 ms
[2021-09-30 10:30:09 main:574] : INFO : Epoch 1921 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 7585.03 ms
[2021-09-30 10:30:17 main:574] : INFO : Epoch 1922 | loss: 0.0312451 | val_loss: 0.0312495 | Time: 7590.18 ms
[2021-09-30 10:30:24 main:574] : INFO : Epoch 1923 | loss: 0.0312466 | val_loss: 0.0312439 | Time: 7565.23 ms
[2021-09-30 10:30:32 main:574] : INFO : Epoch 1924 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 8120.06 ms
[2021-09-30 10:30:41 main:574] : INFO : Epoch 1925 | loss: 0.0312465 | val_loss: 0.0312451 | Time: 8033.27 ms
[2021-09-30 10:30:48 main:574] : INFO : Epoch 1926 | loss: 0.0312452 | val_loss: 0.0312437 | Time: 7673.59 ms
[2021-09-30 10:30:56 main:574] : INFO : Epoch 1927 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 7554.83 ms
[2021-09-30 10:31:04 main:574] : INFO : Epoch 1928 | loss: 0.0312497 | val_loss: 0.0312622 | Time: 7682.71 ms
[2021-09-30 10:31:12 main:574] : INFO : Epoch 1929 | loss: 0.0312535 | val_loss: 0.031252 | Time: 7801.54 ms
[2021-09-30 10:31:19 main:574] : INFO : Epoch 1930 | loss: 0.0312489 | val_loss: 0.03125 | Time: 7569.34 ms
[2021-09-30 10:31:27 main:574] : INFO : Epoch 1931 | loss: 0.031247 | val_loss: 0.0312442 | Time: 7570.69 ms
[2021-09-30 10:31:35 main:574] : INFO : Epoch 1932 | loss: 0.0312454 | val_loss: 0.0312431 | Time: 8210.76 ms
[2021-09-30 10:31:43 main:574] : INFO : Epoch 1933 | loss: 0.031246 | val_loss: 0.0312444 | Time: 7547.19 ms
[2021-09-30 10:31:50 main:574] : INFO : Epoch 1934 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 7541.71 ms
[2021-09-30 10:31:58 main:574] : INFO : Epoch 1935 | loss: 0.0312449 | val_loss: 0.0312449 | Time: 7825.34 ms
[2021-09-30 10:32:06 main:574] : INFO : Epoch 1936 | loss: 0.0313871 | val_loss: 0.0320806 | Time: 7601.34 ms
[2021-09-30 10:32:13 main:574] : INFO : Epoch 1937 | loss: 0.0321994 | val_loss: 0.0316513 | Time: 7716.82 ms
[2021-09-30 10:32:21 main:574] : INFO : Epoch 1938 | loss: 0.0314501 | val_loss: 0.0312939 | Time: 7590.68 ms
[2021-09-30 10:32:29 main:574] : INFO : Epoch 1939 | loss: 0.0312726 | val_loss: 0.0312603 | Time: 8260.77 ms
[2021-09-30 10:32:37 main:574] : INFO : Epoch 1940 | loss: 0.0312557 | val_loss: 0.0312539 | Time: 7806.93 ms
[2021-09-30 10:32:45 main:574] : INFO : Epoch 1941 | loss: 0.0312525 | val_loss: 0.0312508 | Time: 7678 ms
[2021-09-30 10:32:52 main:574] : INFO : Epoch 1942 | loss: 0.031251 | val_loss: 0.0312501 | Time: 7538.04 ms
[2021-09-30 10:33:00 main:574] : INFO : Epoch 1943 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 7550.62 ms
[2021-09-30 10:33:08 main:574] : INFO : Epoch 1944 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 7572.44 ms
[2021-09-30 10:33:15 main:574] : INFO : Epoch 1945 | loss: 0.0312503 | val_loss: 0.03125 | Time: 7732.9 ms
[2021-09-30 10:33:24 main:574] : INFO : Epoch 1946 | loss: 0.0312501 | val_loss: 0.031251 | Time: 8257.95 ms
[2021-09-30 10:33:31 main:574] : INFO : Epoch 1947 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 7576.13 ms
[2021-09-30 10:33:39 main:574] : INFO : Epoch 1948 | loss: 0.0312506 | val_loss: 0.031251 | Time: 8117.68 ms
[2021-09-30 10:33:47 main:574] : INFO : Epoch 1949 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 7591.33 ms
[2021-09-30 10:33:56 main:574] : INFO : Epoch 1950 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 9443.28 ms
[2021-09-30 10:34:06 main:574] : INFO : Epoch 1951 | loss: 0.0312507 | val_loss: 0.03125 | Time: 9785.99 ms
[2021-09-30 10:34:14 main:574] : INFO : Epoch 1952 | loss: 0.03125 | val_loss: 0.0312501 | Time: 7613.3 ms
[2021-09-30 10:34:21 main:574] : INFO : Epoch 1953 | loss: 0.03125 | val_loss: 0.0312494 | Time: 7567.62 ms
[2021-09-30 10:34:31 main:574] : INFO : Epoch 1954 | loss: 0.0312502 | val_loss: 0.0312536 | Time: 9137.86 ms
[2021-09-30 10:34:39 main:574] : INFO : Epoch 1955 | loss: 0.0312517 | val_loss: 0.0312504 | Time: 8189.55 ms
[2021-09-30 10:34:46 main:574] : INFO : Epoch 1956 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 7555.38 ms
[2021-09-30 10:34:54 main:574] : INFO : Epoch 1957 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 7995.3 ms
[2021-09-30 10:35:03 main:574] : INFO : Epoch 1958 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 8129.83 ms
[2021-09-30 10:35:11 main:574] : INFO : Epoch 1959 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 8202.02 ms
[2021-09-30 10:35:19 main:574] : INFO : Epoch 1960 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 8123.48 ms
[2021-09-30 10:35:27 main:574] : INFO : Epoch 1961 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 8178.6 ms
[2021-09-30 10:35:35 main:574] : INFO : Epoch 1962 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 8122.73 ms
[2021-09-30 10:35:44 main:574] : INFO : Epoch 1963 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 8524.09 ms
[2021-09-30 10:35:52 main:574] : INFO : Epoch 1964 | loss: 0.03125 | val_loss: 0.0312505 | Time: 8348.23 ms
[2021-09-30 10:36:00 main:574] : INFO : Epoch 1965 | loss: 0.03125 | val_loss: 0.0312506 | Time: 8152.89 ms
[2021-09-30 10:36:09 main:574] : INFO : Epoch 1966 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 8367.81 ms
[2021-09-30 10:36:17 main:574] : INFO : Epoch 1967 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 8134.27 ms
[2021-09-30 10:36:25 main:574] : INFO : Epoch 1968 | loss: 0.0312503 | val_loss: 0.0312492 | Time: 8199.22 ms
[2021-09-30 10:36:33 main:574] : INFO : Epoch 1969 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 8167.63 ms
[2021-09-30 10:36:42 main:574] : INFO : Epoch 1970 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 8607.39 ms
[2021-09-30 10:36:50 main:574] : INFO : Epoch 1971 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 8181.91 ms
[2021-09-30 10:36:59 main:574] : INFO : Epoch 1972 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 8139.44 ms
[2021-09-30 10:37:07 main:574] : INFO : Epoch 1973 | loss: 0.0312496 | val_loss: 0.031249 | Time: 8399.14 ms
[2021-09-30 10:37:15 main:574] : INFO : Epoch 1974 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 8131.75 ms
[2021-09-30 10:37:23 main:574] : INFO : Epoch 1975 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 8136.81 ms
[2021-09-30 10:37:31 main:574] : INFO : Epoch 1976 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 8179.67 ms
[2021-09-30 10:37:41 main:574] : INFO : Epoch 1977 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 9182.02 ms
[2021-09-30 10:37:49 main:574] : INFO : Epoch 1978 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 8155.47 ms
[2021-09-30 10:37:57 main:574] : INFO : Epoch 1979 | loss: 0.0312501 | val_loss: 0.03125 | Time: 8141.12 ms
[2021-09-30 10:38:07 main:574] : INFO : Epoch 1980 | loss: 0.0312499 | val_loss: 0.031249 | Time: 9537.55 ms
[2021-09-30 10:38:15 main:574] : INFO : Epoch 1981 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 8161.13 ms
[2021-09-30 10:38:23 main:574] : INFO : Epoch 1982 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 8133.73 ms
[2021-09-30 10:38:31 main:574] : INFO : Epoch 1983 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 8134.12 ms
[2021-09-30 10:38:40 main:574] : INFO : Epoch 1984 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 8746.43 ms
[2021-09-30 10:38:48 main:574] : INFO : Epoch 1985 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 8153.72 ms
[2021-09-30 10:38:56 main:574] : INFO : Epoch 1986 | loss: 0.0312508 | val_loss: 0.0312493 | Time: 8172.04 ms
[2021-09-30 10:39:05 main:574] : INFO : Epoch 1987 | loss: 0.0312507 | val_loss: 0.031252 | Time: 8431.94 ms
[2021-09-30 10:39:13 main:574] : INFO : Epoch 1988 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 8181.71 ms
[2021-09-30 10:39:21 main:574] : INFO : Epoch 1989 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 8159.43 ms
[2021-09-30 10:39:29 main:574] : INFO : Epoch 1990 | loss: 0.03125 | val_loss: 0.0312535 | Time: 8209.83 ms
[2021-09-30 10:39:38 main:574] : INFO : Epoch 1991 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 8373.54 ms
[2021-09-30 10:39:46 main:574] : INFO : Epoch 1992 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 8545.63 ms
[2021-09-30 10:39:54 main:574] : INFO : Epoch 1993 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 8119.26 ms
[2021-09-30 10:40:03 main:574] : INFO : Epoch 1994 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 8225.91 ms
[2021-09-30 10:40:11 main:574] : INFO : Epoch 1995 | loss: 0.0312504 | val_loss: 0.0312491 | Time: 8362.92 ms
[2021-09-30 10:40:19 main:574] : INFO : Epoch 1996 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 8149.13 ms
[2021-09-30 10:40:27 main:574] : INFO : Epoch 1997 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 8147.29 ms
[2021-09-30 10:40:36 main:574] : INFO : Epoch 1998 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 8369.47 ms
[2021-09-30 10:40:44 main:574] : INFO : Epoch 1999 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 8500.53 ms
[2021-09-30 10:41:02 main:574] : INFO : Epoch 2000 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 18084.5 ms
[2021-09-30 10:41:10 main:574] : INFO : Epoch 2001 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 8124.17 ms
[2021-09-30 10:41:19 main:574] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 8269.11 ms
[2021-09-30 10:41:27 main:574] : INFO : Epoch 2003 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 8151.85 ms
[2021-09-30 10:41:35 main:574] : INFO : Epoch 2004 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 8150.17 ms
[2021-09-30 10:41:43 main:574] : INFO : Epoch 2005 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 8393.3 ms
[2021-09-30 10:41:52 main:574] : INFO : Epoch 2006 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 8199.1 ms
[2021-09-30 10:42:00 main:574] : INFO : Epoch 2007 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 8159.27 ms
[2021-09-30 10:42:09 main:574] : INFO : Epoch 2008 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 8930.59 ms
[2021-09-30 10:42:17 main:574] : INFO : Epoch 2009 | loss: 0.0312492 | val_loss: 0.031249 | Time: 8122.05 ms
[2021-09-30 10:42:25 main:574] : INFO : Epoch 2010 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 8245.97 ms
[2021-09-30 10:42:39 main:574] : INFO : Epoch 2011 | loss: 0.03125 | val_loss: 0.0312488 | Time: 13491 ms
[2021-09-30 10:42:48 main:574] : INFO : Epoch 2012 | loss: 0.03125 | val_loss: 0.031249 | Time: 9139.92 ms
[2021-09-30 10:42:56 main:574] : INFO : Epoch 2013 | loss: 0.0312504 | val_loss: 0.031252 | Time: 7761.6 ms
[2021-09-30 10:43:04 main:574] : INFO : Epoch 2014 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 7948.82 ms
[2021-09-30 10:43:12 main:574] : INFO : Epoch 2015 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 8263.14 ms
[2021-09-30 10:43:20 main:574] : INFO : Epoch 2016 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 7914.71 ms
[2021-09-30 10:43:28 main:574] : INFO : Epoch 2017 | loss: 0.0312496 | val_loss: 0.031249 | Time: 7939.35 ms
[2021-09-30 10:43:36 main:574] : INFO : Epoch 2018 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 8196.04 ms
[2021-09-30 10:43:44 main:574] : INFO : Epoch 2019 | loss: 0.031249 | val_loss: 0.0312489 | Time: 8330.72 ms
[2021-09-30 10:43:52 main:574] : INFO : Epoch 2020 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 7876.57 ms
[2021-09-30 10:44:00 main:574] : INFO : Epoch 2021 | loss: 0.0312494 | val_loss: 0.0312522 | Time: 7866.97 ms
[2021-09-30 10:44:09 main:574] : INFO : Epoch 2022 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 8734.66 ms
[2021-09-30 10:44:17 main:574] : INFO : Epoch 2023 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 7831.03 ms
[2021-09-30 10:44:25 main:574] : INFO : Epoch 2024 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 7875.15 ms
[2021-09-30 10:44:33 main:574] : INFO : Epoch 2025 | loss: 0.0312493 | val_loss: 0.031249 | Time: 8472.82 ms
[2021-09-30 10:44:42 main:574] : INFO : Epoch 2026 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 9110.49 ms
[2021-09-30 10:44:50 main:574] : INFO : Epoch 2027 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 7753.95 ms
[2021-09-30 10:44:58 main:574] : INFO : Epoch 2028 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 7864.24 ms
[2021-09-30 10:45:06 main:574] : INFO : Epoch 2029 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 7885.15 ms
[2021-09-30 10:45:14 main:574] : INFO : Epoch 2030 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 7860.47 ms
[2021-09-30 10:45:22 main:574] : INFO : Epoch 2031 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 8078.35 ms
[2021-09-30 10:45:30 main:574] : INFO : Epoch 2032 | loss: 0.03125 | val_loss: 0.031249 | Time: 7817.79 ms
[2021-09-30 10:45:38 main:574] : INFO : Epoch 2033 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 8532.07 ms
[2021-09-30 10:45:47 main:574] : INFO : Epoch 2034 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 8311.46 ms
[2021-09-30 10:46:05 main:574] : INFO : Epoch 2035 | loss: 0.031249 | val_loss: 0.0312534 | Time: 18511.5 ms
[2021-09-30 10:46:14 main:574] : INFO : Epoch 2036 | loss: 0.0312504 | val_loss: 0.03125 | Time: 8810.85 ms
[2021-09-30 10:46:22 main:574] : INFO : Epoch 2037 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 7846.67 ms
[2021-09-30 10:46:30 main:574] : INFO : Epoch 2038 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 8148.47 ms
[2021-09-30 10:46:38 main:574] : INFO : Epoch 2039 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 8012.48 ms
[2021-09-30 10:46:47 main:574] : INFO : Epoch 2040 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 8749.4 ms
[2021-09-30 10:46:56 main:574] : INFO : Epoch 2041 | loss: 0.03125 | val_loss: 0.0312493 | Time: 9216.53 ms
[2021-09-30 10:47:04 main:574] : INFO : Epoch 2042 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 7886.11 ms
[2021-09-30 10:47:12 main:574] : INFO : Epoch 2043 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 8201.09 ms
[2021-09-30 10:47:20 main:574] : INFO : Epoch 2044 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 7850.23 ms
[2021-09-30 10:47:28 main:574] : INFO : Epoch 2045 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 7943.39 ms
[2021-09-30 10:47:36 main:574] : INFO : Epoch 2046 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 8171.19 ms
[2021-09-30 10:47:45 main:574] : INFO : Epoch 2047 | loss: 0.0312488 | val_loss: 0.0312508 | Time: 8497.22 ms
[2021-09-30 10:47:53 main:574] : INFO : Epoch 2048 | loss: 0.031249 | val_loss: 0.031249 | Time: 7867.04 ms
[2021-09-30 10:47:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031249
[2021-09-30 10:47:53 main:603] : INFO : Saving end state to config to file
[2021-09-30 10:47:53 main:608] : INFO : Success, exiting..
10:47:53 (16724): 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)