Task 5695617
| Name | ParityMachine-1625431948-32130-1_0 |
| Workunit | 3532915 |
| Created | 7 Jul 2021, 5:36:01 UTC |
| Sent | 12 Jul 2021, 3:08:58 UTC |
| Report deadline | 19 Jul 2021, 3:08:58 UTC |
| Received | 12 Jul 2021, 9:43:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 4 hours 21 min 47 sec |
| CPU time | 4 hours 19 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.69 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 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: 0.0310425 | val_loss: 0.0312802 | Time: 8791.94 ms
[2021-07-12 10:28:02 main:574] : INFO : Epoch 1543 | loss: 0.0310414 | val_loss: 0.0312367 | Time: 8880.48 ms
[2021-07-12 10:28:11 main:574] : INFO : Epoch 1544 | loss: 0.0310489 | val_loss: 0.0312651 | Time: 8801.37 ms
[2021-07-12 10:28:20 main:574] : INFO : Epoch 1545 | loss: 0.0310476 | val_loss: 0.0312368 | Time: 8909.98 ms
[2021-07-12 10:28:29 main:574] : INFO : Epoch 1546 | loss: 0.0310547 | val_loss: 0.0312519 | Time: 8956.25 ms
[2021-07-12 10:28:38 main:574] : INFO : Epoch 1547 | loss: 0.0310461 | val_loss: 0.0312766 | Time: 8764.89 ms
[2021-07-12 10:28:47 main:574] : INFO : Epoch 1548 | loss: 0.0310467 | val_loss: 0.0312667 | Time: 8957.45 ms
[2021-07-12 10:28:56 main:574] : INFO : Epoch 1549 | loss: 0.0310427 | val_loss: 0.0312659 | Time: 8754.66 ms
[2021-07-12 10:29:05 main:574] : INFO : Epoch 1550 | loss: 0.0310475 | val_loss: 0.0312783 | Time: 8882.47 ms
[2021-07-12 10:29:13 main:574] : INFO : Epoch 1551 | loss: 0.0310401 | val_loss: 0.0312803 | Time: 8795.27 ms
[2021-07-12 10:29:22 main:574] : INFO : Epoch 1552 | loss: 0.0310321 | val_loss: 0.0312807 | Time: 8824.52 ms
[2021-07-12 10:29:31 main:574] : INFO : Epoch 1553 | loss: 0.0310402 | val_loss: 0.031251 | Time: 8869.77 ms
[2021-07-12 10:29:40 main:574] : INFO : Epoch 1554 | loss: 0.0310489 | val_loss: 0.0312358 | Time: 8819.81 ms
[2021-07-12 10:29:49 main:574] : INFO : Epoch 1555 | loss: 0.0310575 | val_loss: 0.0312642 | Time: 8920.77 ms
[2021-07-12 10:29:58 main:574] : INFO : Epoch 1556 | loss: 0.0310578 | val_loss: 0.0312477 | Time: 8841.09 ms
[2021-07-12 10:30:07 main:574] : INFO : Epoch 1557 | loss: 0.0310536 | val_loss: 0.0312552 | Time: 8937.07 ms
[2021-07-12 10:30:16 main:574] : INFO : Epoch 1558 | loss: 0.0310453 | val_loss: 0.0312623 | Time: 8852.4 ms
[2021-07-12 10:30:24 main:574] : INFO : Epoch 1559 | loss: 0.0310396 | val_loss: 0.0312779 | Time: 8863.18 ms
[2021-07-12 10:30:33 main:574] : INFO : Epoch 1560 | loss: 0.0310374 | val_loss: 0.0312636 | Time: 8957.11 ms
[2021-07-12 10:30:42 main:574] : INFO : Epoch 1561 | loss: 0.0310589 | val_loss: 0.0312629 | Time: 8821.39 ms
[2021-07-12 10:30:51 main:574] : INFO : Epoch 1562 | loss: 0.0310591 | val_loss: 0.0312794 | Time: 8852.03 ms
[2021-07-12 10:31:00 main:574] : INFO : Epoch 1563 | loss: 0.0310408 | val_loss: 0.031271 | Time: 8832.39 ms
[2021-07-12 10:31:09 main:574] : INFO : Epoch 1564 | loss: 0.0310434 | val_loss: 0.0312588 | Time: 8872.39 ms
[2021-07-12 10:31:18 main:574] : INFO : Epoch 1565 | loss: 0.0310573 | val_loss: 0.0312187 | Time: 8795.39 ms
[2021-07-12 10:31:27 main:574] : INFO : Epoch 1566 | loss: 0.03107 | val_loss: 0.0312476 | Time: 8912.24 ms
[2021-07-12 10:31:35 main:574] : INFO : Epoch 1567 | loss: 0.0310691 | val_loss: 0.0312522 | Time: 8818.49 ms
[2021-07-12 10:31:44 main:574] : INFO : Epoch 1568 | loss: 0.0310611 | val_loss: 0.0312563 | Time: 8804.3 ms
[2021-07-12 10:31:53 main:574] : INFO : Epoch 1569 | loss: 0.0310506 | val_loss: 0.0312588 | Time: 8963.83 ms
[2021-07-12 10:32:02 main:574] : INFO : Epoch 1570 | loss: 0.031049 | val_loss: 0.0312555 | Time: 8873.12 ms
[2021-07-12 10:32:11 main:574] : INFO : Epoch 1571 | loss: 0.0310489 | val_loss: 0.0312619 | Time: 8819.03 ms
[2021-07-12 10:32:20 main:574] : INFO : Epoch 1572 | loss: 0.0310438 | val_loss: 0.0312602 | Time: 8921.38 ms
[2021-07-12 10:32:29 main:574] : INFO : Epoch 1573 | loss: 0.0310436 | val_loss: 0.0312516 | Time: 8896.98 ms
[2021-07-12 10:32:38 main:574] : INFO : Epoch 1574 | loss: 0.0310424 | val_loss: 0.0312598 | Time: 8948.53 ms
[2021-07-12 10:32:47 main:574] : INFO : Epoch 1575 | loss: 0.0310373 | val_loss: 0.0312661 | Time: 8917.35 ms
[2021-07-12 10:32:55 main:574] : INFO : Epoch 1576 | loss: 0.0310381 | val_loss: 0.0312677 | Time: 8691.16 ms
[2021-07-12 10:33:04 main:574] : INFO : Epoch 1577 | loss: 0.0310393 | val_loss: 0.0312632 | Time: 8941.29 ms
[2021-07-12 10:33:13 main:574] : INFO : Epoch 1578 | loss: 0.0310423 | val_loss: 0.0312459 | Time: 8800.08 ms
[2021-07-12 10:33:22 main:574] : INFO : Epoch 1579 | loss: 0.0310522 | val_loss: 0.0312446 | Time: 8833.19 ms
[2021-07-12 10:33:31 main:574] : INFO : Epoch 1580 | loss: 0.0310548 | val_loss: 0.0312635 | Time: 9013.9 ms
[2021-07-12 10:33:40 main:574] : INFO : Epoch 1581 | loss: 0.0310635 | val_loss: 0.0312468 | Time: 8899.12 ms
[2021-07-12 10:33:49 main:574] : INFO : Epoch 1582 | loss: 0.0310456 | val_loss: 0.0312635 | Time: 8842.72 ms
[2021-07-12 10:33:58 main:574] : INFO : Epoch 1583 | loss: 0.0310446 | val_loss: 0.0312486 | Time: 8993.15 ms
[2021-07-12 10:34:07 main:574] : INFO : Epoch 1584 | loss: 0.031049 | val_loss: 0.0312564 | Time: 8859.35 ms
[2021-07-12 10:34:16 main:574] : INFO : Epoch 1585 | loss: 0.0310426 | val_loss: 0.0312691 | Time: 8917.63 ms
[2021-07-12 10:34:24 main:574] : INFO : Epoch 1586 | loss: 0.0310496 | val_loss: 0.0312649 | Time: 8922.58 ms
[2021-07-12 10:34:33 main:574] : INFO : Epoch 1587 | loss: 0.0310473 | val_loss: 0.031294 | Time: 8774.65 ms
[2021-07-12 10:34:42 main:574] : INFO : Epoch 1588 | loss: 0.0310396 | val_loss: 0.031241 | Time: 8866.43 ms
[2021-07-12 10:34:51 main:574] : INFO : Epoch 1589 | loss: 0.0310465 | val_loss: 0.0312617 | Time: 8886.57 ms
[2021-07-12 10:35:00 main:574] : INFO : Epoch 1590 | loss: 0.0310426 | val_loss: 0.03126 | Time: 8769.22 ms
[2021-07-12 10:35:09 main:574] : INFO : Epoch 1591 | loss: 0.03106 | val_loss: 0.031256 | Time: 9021.97 ms
[2021-07-12 10:35:18 main:574] : INFO : Epoch 1592 | loss: 0.0310478 | val_loss: 0.031264 | Time: 8877.2 ms
[2021-07-12 10:35:27 main:574] : INFO : Epoch 1593 | loss: 0.0310457 | val_loss: 0.0312586 | Time: 8804.52 ms
[2021-07-12 10:35:35 main:574] : INFO : Epoch 1594 | loss: 0.0310402 | val_loss: 0.0312532 | Time: 8890.49 ms
[2021-07-12 10:35:44 main:574] : INFO : Epoch 1595 | loss: 0.0310411 | val_loss: 0.0312403 | Time: 8910.76 ms
[2021-07-12 10:35:53 main:574] : INFO : Epoch 1596 | loss: 0.0310428 | val_loss: 0.0312694 | Time: 8824.47 ms
[2021-07-12 10:36:02 main:574] : INFO : Epoch 1597 | loss: 0.0310414 | val_loss: 0.0312549 | Time: 9023.09 ms
[2021-07-12 10:36:11 main:574] : INFO : Epoch 1598 | loss: 0.0310419 | val_loss: 0.0312447 | Time: 8894.34 ms
[2021-07-12 10:36:20 main:574] : INFO : Epoch 1599 | loss: 0.0310753 | val_loss: 0.0312361 | Time: 8918.76 ms
[2021-07-12 10:36:29 main:574] : INFO : Epoch 1600 | loss: 0.0310638 | val_loss: 0.0312811 | Time: 9018.88 ms
[2021-07-12 10:36:38 main:574] : INFO : Epoch 1601 | loss: 0.0310574 | val_loss: 0.0312475 | Time: 8810.55 ms
[2021-07-12 10:36:47 main:574] : INFO : Epoch 1602 | loss: 0.0310432 | val_loss: 0.0312616 | Time: 8810.77 ms
[2021-07-12 10:36:56 main:574] : INFO : Epoch 1603 | loss: 0.0310471 | val_loss: 0.0312531 | Time: 9028.44 ms
[2021-07-12 10:37:05 main:574] : INFO : Epoch 1604 | loss: 0.0310399 | val_loss: 0.0312529 | Time: 8946.99 ms
[2021-07-12 10:37:14 main:574] : INFO : Epoch 1605 | loss: 0.0310363 | val_loss: 0.0312709 | Time: 8966.9 ms
[2021-07-12 10:37:23 main:574] : INFO : Epoch 1606 | loss: 0.0310415 | val_loss: 0.0312429 | Time: 8930.64 ms
[2021-07-12 10:37:31 main:574] : INFO : Epoch 1607 | loss: 0.0310581 | val_loss: 0.031252 | Time: 8706.43 ms
[2021-07-12 10:37:40 main:574] : INFO : Epoch 1608 | loss: 0.0310617 | val_loss: 0.0312642 | Time: 8955.8 ms
[2021-07-12 10:37:49 main:574] : INFO : Epoch 1609 | loss: 0.031043 | val_loss: 0.0312643 | Time: 8912.2 ms
[2021-07-12 10:37:58 main:574] : INFO : Epoch 1610 | loss: 0.0310495 | val_loss: 0.0312717 | Time: 8814.9 ms
[2021-07-12 10:38:07 main:574] : INFO : Epoch 1611 | loss: 0.031046 | val_loss: 0.0312494 | Time: 8940.96 ms
[2021-07-12 10:38:16 main:574] : INFO : Epoch 1612 | loss: 0.0310546 | val_loss: 0.0312522 | Time: 8822.17 ms
[2021-07-12 10:38:25 main:574] : INFO : Epoch 1613 | loss: 0.0310452 | val_loss: 0.0312495 | Time: 8874.22 ms
[2021-07-12 10:38:34 main:574] : INFO : Epoch 1614 | loss: 0.0310459 | val_loss: 0.0312544 | Time: 8914.1 ms
[2021-07-12 10:38:43 main:574] : INFO : Epoch 1615 | loss: 0.0310497 | val_loss: 0.0312633 | Time: 8893.39 ms
[2021-07-12 10:38:52 main:574] : INFO : Epoch 1616 | loss: 0.0310626 | val_loss: 0.0312536 | Time: 8823.94 ms
[2021-07-12 10:39:00 main:574] : INFO : Epoch 1617 | loss: 0.0310481 | val_loss: 0.0312597 | Time: 8938.81 ms
[2021-07-12 10:39:09 main:574] : INFO : Epoch 1618 | loss: 0.0310475 | val_loss: 0.0312461 | Time: 8818.96 ms
[2021-07-12 10:39:18 main:574] : INFO : Epoch 1619 | loss: 0.0310549 | val_loss: 0.0312307 | Time: 8805.89 ms
[2021-07-12 10:39:27 main:574] : INFO : Epoch 1620 | loss: 0.0310486 | val_loss: 0.0312683 | Time: 8883.26 ms
[2021-07-12 10:39:36 main:574] : INFO : Epoch 1621 | loss: 0.0310388 | val_loss: 0.0312672 | Time: 8884.65 ms
[2021-07-12 10:39:45 main:574] : INFO : Epoch 1622 | loss: 0.0310388 | val_loss: 0.0312556 | Time: 8827.89 ms
[2021-07-12 10:39:54 main:574] : INFO : Epoch 1623 | loss: 0.0310439 | val_loss: 0.0312642 | Time: 8840.33 ms
[2021-07-12 10:40:03 main:574] : INFO : Epoch 1624 | loss: 0.0310397 | val_loss: 0.0312484 | Time: 8986.78 ms
[2021-07-12 10:40:12 main:574] : INFO : Epoch 1625 | loss: 0.0310393 | val_loss: 0.0312573 | Time: 8974.54 ms
[2021-07-12 10:40:21 main:574] : INFO : Epoch 1626 | loss: 0.0310357 | val_loss: 0.0312753 | Time: 8897.47 ms
[2021-07-12 10:40:30 main:574] : INFO : Epoch 1627 | loss: 0.0310373 | val_loss: 0.0312383 | Time: 8957.99 ms
[2021-07-12 10:40:38 main:574] : INFO : Epoch 1628 | loss: 0.031036 | val_loss: 0.031261 | Time: 8853.66 ms
[2021-07-12 10:40:47 main:574] : INFO : Epoch 1629 | loss: 0.0310343 | val_loss: 0.031249 | Time: 8798.46 ms
[2021-07-12 10:40:56 main:574] : INFO : Epoch 1630 | loss: 0.0310352 | val_loss: 0.0312682 | Time: 8889.59 ms
[2021-07-12 10:41:05 main:574] : INFO : Epoch 1631 | loss: 0.0310382 | val_loss: 0.0312537 | Time: 8864.98 ms
[2021-07-12 10:41:14 main:574] : INFO : Epoch 1632 | loss: 0.0310499 | val_loss: 0.0312523 | Time: 8844.39 ms
[2021-07-12 10:41:23 main:574] : INFO : Epoch 1633 | loss: 0.0310429 | val_loss: 0.0312488 | Time: 8799.55 ms
[2021-07-12 10:41:32 main:574] : INFO : Epoch 1634 | loss: 0.031034 | val_loss: 0.0312628 | Time: 8874.13 ms
[2021-07-12 10:41:40 main:574] : INFO : Epoch 1635 | loss: 0.0310378 | val_loss: 0.031266 | Time: 8845.63 ms
[2021-07-12 10:41:49 main:574] : INFO : Epoch 1636 | loss: 0.031035 | val_loss: 0.0312565 | Time: 8841.8 ms
[2021-07-12 10:41:58 main:574] : INFO : Epoch 1637 | loss: 0.0310396 | val_loss: 0.0312585 | Time: 8979.83 ms
[2021-07-12 10:42:07 main:574] : INFO : Epoch 1638 | loss: 0.0310452 | val_loss: 0.0312579 | Time: 8862.38 ms
[2021-07-12 10:42:16 main:574] : INFO : Epoch 1639 | loss: 0.0310364 | val_loss: 0.0312648 | Time: 8830.33 ms
[2021-07-12 10:42:25 main:574] : INFO : Epoch 1640 | loss: 0.0310382 | val_loss: 0.0312513 | Time: 8827.29 ms
[2021-07-12 10:42:34 main:574] : INFO : Epoch 1641 | loss: 0.0310397 | val_loss: 0.0312602 | Time: 9021.75 ms
[2021-07-12 10:42:43 main:574] : INFO : Epoch 1642 | loss: 0.0310425 | val_loss: 0.031267 | Time: 8805.74 ms
[2021-07-12 10:42:52 main:574] : INFO : Epoch 1643 | loss: 0.0310427 | val_loss: 0.0312716 | Time: 8857.04 ms
[2021-07-12 10:43:01 main:574] : INFO : Epoch 1644 | loss: 0.031054 | val_loss: 0.0312358 | Time: 9016.3 ms
[2021-07-12 10:43:09 main:574] : INFO : Epoch 1645 | loss: 0.0310531 | val_loss: 0.0312736 | Time: 8774.38 ms
[2021-07-12 10:43:18 main:574] : INFO : Epoch 1646 | loss: 0.0310393 | val_loss: 0.0312456 | Time: 8934.96 ms
[2021-07-12 10:43:27 main:574] : INFO : Epoch 1647 | loss: 0.0310448 | val_loss: 0.0312561 | Time: 8905.09 ms
[2021-07-12 10:43:36 main:574] : INFO : Epoch 1648 | loss: 0.0310471 | val_loss: 0.0312767 | Time: 8909.72 ms
[2021-07-12 10:43:45 main:574] : INFO : Epoch 1649 | loss: 0.0310488 | val_loss: 0.0312704 | Time: 8922.19 ms
[2021-07-12 10:43:54 main:574] : INFO : Epoch 1650 | loss: 0.0310354 | val_loss: 0.0312468 | Time: 8844.99 ms
[2021-07-12 10:44:03 main:574] : INFO : Epoch 1651 | loss: 0.0310475 | val_loss: 0.0312679 | Time: 8912.61 ms
[2021-07-12 10:44:12 main:574] : INFO : Epoch 1652 | loss: 0.0310598 | val_loss: 0.0312457 | Time: 8840.27 ms
[2021-07-12 10:44:21 main:574] : INFO : Epoch 1653 | loss: 0.0310509 | val_loss: 0.0312659 | Time: 8848.8 ms
[2021-07-12 10:44:29 main:574] : INFO : Epoch 1654 | loss: 0.0310375 | val_loss: 0.0312563 | Time: 8862.03 ms
[2021-07-12 10:44:38 main:574] : INFO : Epoch 1655 | loss: 0.0310478 | val_loss: 0.0312477 | Time: 8898.28 ms
[2021-07-12 10:44:47 main:574] : INFO : Epoch 1656 | loss: 0.0310505 | val_loss: 0.0312625 | Time: 8824.71 ms
[2021-07-12 10:44:56 main:574] : INFO : Epoch 1657 | loss: 0.0310431 | val_loss: 0.0312619 | Time: 8973.87 ms
[2021-07-12 10:45:05 main:574] : INFO : Epoch 1658 | loss: 0.0310415 | val_loss: 0.0312634 | Time: 8897.95 ms
[2021-07-12 10:45:14 main:574] : INFO : Epoch 1659 | loss: 0.0310339 | val_loss: 0.0312539 | Time: 8782.95 ms
[2021-07-12 10:45:23 main:574] : INFO : Epoch 1660 | loss: 0.0310376 | val_loss: 0.0312754 | Time: 9062.52 ms
[2021-07-12 10:45:32 main:574] : INFO : Epoch 1661 | loss: 0.0310531 | val_loss: 0.0312729 | Time: 8792.89 ms
[2021-07-12 10:45:41 main:574] : INFO : Epoch 1662 | loss: 0.0310419 | val_loss: 0.031256 | Time: 9053.84 ms
[2021-07-12 10:45:50 main:574] : INFO : Epoch 1663 | loss: 0.0310551 | val_loss: 0.03124 | Time: 8871.23 ms
[2021-07-12 10:45:59 main:574] : INFO : Epoch 1664 | loss: 0.0310601 | val_loss: 0.0312827 | Time: 8827.67 ms
[2021-07-12 10:46:08 main:574] : INFO : Epoch 1665 | loss: 0.0310497 | val_loss: 0.0312539 | Time: 9031.84 ms
[2021-07-12 10:46:16 main:574] : INFO : Epoch 1666 | loss: 0.0310362 | val_loss: 0.0312523 | Time: 8889.15 ms
[2021-07-12 10:46:25 main:574] : INFO : Epoch 1667 | loss: 0.0310388 | val_loss: 0.0312591 | Time: 8895.61 ms
[2021-07-12 10:46:34 main:574] : INFO : Epoch 1668 | loss: 0.0310388 | val_loss: 0.0312622 | Time: 8872.47 ms
[2021-07-12 10:46:43 main:574] : INFO : Epoch 1669 | loss: 0.0310392 | val_loss: 0.0312458 | Time: 9003.87 ms
[2021-07-12 10:46:52 main:574] : INFO : Epoch 1670 | loss: 0.0310466 | val_loss: 0.031245 | Time: 8767.31 ms
[2021-07-12 10:47:01 main:574] : INFO : Epoch 1671 | loss: 0.0310454 | val_loss: 0.0312468 | Time: 9024.41 ms
[2021-07-12 10:47:10 main:574] : INFO : Epoch 1672 | loss: 0.0310403 | val_loss: 0.0312455 | Time: 8809.67 ms
[2021-07-12 10:47:19 main:574] : INFO : Epoch 1673 | loss: 0.031042 | val_loss: 0.0312644 | Time: 8840.49 ms
[2021-07-12 10:47:28 main:574] : INFO : Epoch 1674 | loss: 0.0310441 | val_loss: 0.0312583 | Time: 9114.12 ms
[2021-07-12 10:47:37 main:574] : INFO : Epoch 1675 | loss: 0.0310404 | val_loss: 0.0312717 | Time: 8828.83 ms
[2021-07-12 10:47:46 main:574] : INFO : Epoch 1676 | loss: 0.0310502 | val_loss: 0.0312567 | Time: 8810.67 ms
[2021-07-12 10:47:55 main:574] : INFO : Epoch 1677 | loss: 0.0310395 | val_loss: 0.0312748 | Time: 8999.56 ms
[2021-07-12 10:48:03 main:574] : INFO : Epoch 1678 | loss: 0.0310348 | val_loss: 0.03128 | Time: 8799.07 ms
[2021-07-12 10:48:12 main:574] : INFO : Epoch 1679 | loss: 0.0310466 | val_loss: 0.0312541 | Time: 8879.2 ms
[2021-07-12 10:48:21 main:574] : INFO : Epoch 1680 | loss: 0.0310514 | val_loss: 0.031283 | Time: 8848.55 ms
[2021-07-12 10:48:30 main:574] : INFO : Epoch 1681 | loss: 0.0310516 | val_loss: 0.0312635 | Time: 8890.52 ms
[2021-07-12 10:48:39 main:574] : INFO : Epoch 1682 | loss: 0.0310422 | val_loss: 0.0312498 | Time: 8912.25 ms
[2021-07-12 10:48:48 main:574] : INFO : Epoch 1683 | loss: 0.0310394 | val_loss: 0.0312704 | Time: 9023.83 ms
[2021-07-12 10:48:57 main:574] : INFO : Epoch 1684 | loss: 0.0310454 | val_loss: 0.0312361 | Time: 8753.8 ms
[2021-07-12 10:49:06 main:574] : INFO : Epoch 1685 | loss: 0.0310619 | val_loss: 0.0312417 | Time: 9066.15 ms
[2021-07-12 10:49:15 main:574] : INFO : Epoch 1686 | loss: 0.0310484 | val_loss: 0.031249 | Time: 8859.53 ms
[2021-07-12 10:49:24 main:574] : INFO : Epoch 1687 | loss: 0.0310352 | val_loss: 0.0312565 | Time: 8748.66 ms
[2021-07-12 10:49:33 main:574] : INFO : Epoch 1688 | loss: 0.0310309 | val_loss: 0.0312677 | Time: 9062.01 ms
[2021-07-12 10:49:41 main:574] : INFO : Epoch 1689 | loss: 0.0310375 | val_loss: 0.0312548 | Time: 8830.24 ms
[2021-07-12 10:49:50 main:574] : INFO : Epoch 1690 | loss: 0.0310396 | val_loss: 0.0312685 | Time: 8936.49 ms
[2021-07-12 10:49:59 main:574] : INFO : Epoch 1691 | loss: 0.031044 | val_loss: 0.0312395 | Time: 8965.84 ms
[2021-07-12 10:50:08 main:574] : INFO : Epoch 1692 | loss: 0.0310427 | val_loss: 0.0312545 | Time: 8823.84 ms
[2021-07-12 10:50:17 main:574] : INFO : Epoch 1693 | loss: 0.0310494 | val_loss: 0.03126 | Time: 8954.45 ms
[2021-07-12 10:50:26 main:574] : INFO : Epoch 1694 | loss: 0.0310484 | val_loss: 0.0312526 | Time: 8934.98 ms
[2021-07-12 10:50:35 main:574] : INFO : Epoch 1695 | loss: 0.0310479 | val_loss: 0.0312823 | Time: 8961.93 ms
[2021-07-12 10:50:44 main:574] : INFO : Epoch 1696 | loss: 0.0310346 | val_loss: 0.0312697 | Time: 8783.56 ms
[2021-07-12 10:50:53 main:574] : INFO : Epoch 1697 | loss: 0.0310436 | val_loss: 0.031235 | Time: 8992.93 ms
[2021-07-12 10:51:02 main:574] : INFO : Epoch 1698 | loss: 0.0310453 | val_loss: 0.0312731 | Time: 9004.1 ms
[2021-07-12 10:51:11 main:574] : INFO : Epoch 1699 | loss: 0.031039 | val_loss: 0.0312665 | Time: 8792.95 ms
[2021-07-12 10:51:20 main:574] : INFO : Epoch 1700 | loss: 0.0310442 | val_loss: 0.0312621 | Time: 9026.27 ms
[2021-07-12 10:51:29 main:574] : INFO : Epoch 1701 | loss: 0.0310416 | val_loss: 0.0312585 | Time: 8947.9 ms
[2021-07-12 10:51:38 main:574] : INFO : Epoch 1702 | loss: 0.031038 | val_loss: 0.0312646 | Time: 8909.1 ms
[2021-07-12 10:51:47 main:574] : INFO : Epoch 1703 | loss: 0.0310395 | val_loss: 0.031264 | Time: 8834.13 ms
[2021-07-12 10:51:55 main:574] : INFO : Epoch 1704 | loss: 0.0310385 | val_loss: 0.0312713 | Time: 8902.02 ms
[2021-07-12 10:52:04 main:574] : INFO : Epoch 1705 | loss: 0.0310401 | val_loss: 0.0312537 | Time: 8825.81 ms
[2021-07-12 10:52:13 main:574] : INFO : Epoch 1706 | loss: 0.0310508 | val_loss: 0.0312548 | Time: 8980.45 ms
[2021-07-12 10:52:22 main:574] : INFO : Epoch 1707 | loss: 0.0310436 | val_loss: 0.0312507 | Time: 8830.99 ms
[2021-07-12 10:52:31 main:574] : INFO : Epoch 1708 | loss: 0.0310393 | val_loss: 0.0312551 | Time: 8847.88 ms
[2021-07-12 10:52:40 main:574] : INFO : Epoch 1709 | loss: 0.0310385 | val_loss: 0.0312606 | Time: 8977.4 ms
[2021-07-12 10:52:49 main:574] : INFO : Epoch 1710 | loss: 0.0310483 | val_loss: 0.0312379 | Time: 8890.98 ms
[2021-07-12 10:52:58 main:574] : INFO : Epoch 1711 | loss: 0.0310541 | val_loss: 0.031249 | Time: 8895.73 ms
[2021-07-12 10:53:07 main:574] : INFO : Epoch 1712 | loss: 0.0311036 | val_loss: 0.0312015 | Time: 8883.12 ms
[2021-07-12 10:53:15 main:574] : INFO : Epoch 1713 | loss: 0.0311285 | val_loss: 0.0312097 | Time: 8709.13 ms
[2021-07-12 10:53:24 main:574] : INFO : Epoch 1714 | loss: 0.031104 | val_loss: 0.0312222 | Time: 8961.01 ms
[2021-07-12 10:53:33 main:574] : INFO : Epoch 1715 | loss: 0.0310789 | val_loss: 0.0312344 | Time: 8912.06 ms
[2021-07-12 10:53:42 main:574] : INFO : Epoch 1716 | loss: 0.0310613 | val_loss: 0.0312581 | Time: 8865.03 ms
[2021-07-12 10:53:51 main:574] : INFO : Epoch 1717 | loss: 0.0310478 | val_loss: 0.0312737 | Time: 8946.47 ms
[2021-07-12 10:54:00 main:574] : INFO : Epoch 1718 | loss: 0.0310544 | val_loss: 0.0312337 | Time: 8916.22 ms
[2021-07-12 10:54:09 main:574] : INFO : Epoch 1719 | loss: 0.0310445 | val_loss: 0.0312491 | Time: 8863.4 ms
[2021-07-12 10:54:18 main:574] : INFO : Epoch 1720 | loss: 0.0310424 | val_loss: 0.0312635 | Time: 8922.19 ms
[2021-07-12 10:54:27 main:574] : INFO : Epoch 1721 | loss: 0.0310378 | val_loss: 0.0312672 | Time: 8834.81 ms
[2021-07-12 10:54:36 main:574] : INFO : Epoch 1722 | loss: 0.0310391 | val_loss: 0.0312733 | Time: 8921.29 ms
[2021-07-12 10:54:45 main:574] : INFO : Epoch 1723 | loss: 0.031042 | val_loss: 0.0312824 | Time: 8903.07 ms
[2021-07-12 10:54:53 main:574] : INFO : Epoch 1724 | loss: 0.0310424 | val_loss: 0.0312634 | Time: 8886.12 ms
[2021-07-12 10:55:02 main:574] : INFO : Epoch 1725 | loss: 0.0310494 | val_loss: 0.0312431 | Time: 8932.34 ms
[2021-07-12 10:55:11 main:574] : INFO : Epoch 1726 | loss: 0.0310614 | val_loss: 0.0312617 | Time: 9014.29 ms
[2021-07-12 10:55:20 main:574] : INFO : Epoch 1727 | loss: 0.0310554 | val_loss: 0.0312628 | Time: 8790.25 ms
[2021-07-12 10:55:29 main:574] : INFO : Epoch 1728 | loss: 0.0310517 | val_loss: 0.0312506 | Time: 8911.29 ms
[2021-07-12 10:55:38 main:574] : INFO : Epoch 1729 | loss: 0.0310427 | val_loss: 0.0312692 | Time: 9061.12 ms
[2021-07-12 10:55:47 main:574] : INFO : Epoch 1730 | loss: 0.031036 | val_loss: 0.0312389 | Time: 8796.4 ms
[2021-07-12 10:55:56 main:574] : INFO : Epoch 1731 | loss: 0.0310409 | val_loss: 0.0312601 | Time: 8983.54 ms
[2021-07-12 10:56:05 main:574] : INFO : Epoch 1732 | loss: 0.0310352 | val_loss: 0.0312768 | Time: 8946.14 ms
[2021-07-12 10:56:14 main:574] : INFO : Epoch 1733 | loss: 0.0310307 | val_loss: 0.0312628 | Time: 8863.82 ms
[2021-07-12 10:56:23 main:574] : INFO : Epoch 1734 | loss: 0.0310338 | val_loss: 0.0312587 | Time: 8978.24 ms
[2021-07-12 10:56:32 main:574] : INFO : Epoch 1735 | loss: 0.0310522 | val_loss: 0.0312568 | Time: 8884.19 ms
[2021-07-12 10:56:41 main:574] : INFO : Epoch 1736 | loss: 0.0310544 | val_loss: 0.0312639 | Time: 8820.33 ms
[2021-07-12 10:56:50 main:574] : INFO : Epoch 1737 | loss: 0.0310428 | val_loss: 0.0312692 | Time: 8965.06 ms
[2021-07-12 10:56:59 main:574] : INFO : Epoch 1738 | loss: 0.0310413 | val_loss: 0.031266 | Time: 9028.54 ms
[2021-07-12 10:57:07 main:574] : INFO : Epoch 1739 | loss: 0.0310443 | val_loss: 0.0312768 | Time: 8772.89 ms
[2021-07-12 10:57:16 main:574] : INFO : Epoch 1740 | loss: 0.0310399 | val_loss: 0.0312649 | Time: 8978 ms
[2021-07-12 10:57:25 main:574] : INFO : Epoch 1741 | loss: 0.0310389 | val_loss: 0.0312515 | Time: 8819.01 ms
[2021-07-12 10:57:34 main:574] : INFO : Epoch 1742 | loss: 0.0310468 | val_loss: 0.0312566 | Time: 8821.15 ms
[2021-07-12 10:57:43 main:574] : INFO : Epoch 1743 | loss: 0.031047 | val_loss: 0.0312694 | Time: 9004.14 ms
[2021-07-12 10:57:52 main:574] : INFO : Epoch 1744 | loss: 0.0310405 | val_loss: 0.0312668 | Time: 8832.92 ms
[2021-07-12 10:58:01 main:574] : INFO : Epoch 1745 | loss: 0.031037 | val_loss: 0.0312691 | Time: 8937.53 ms
[2021-07-12 10:58:10 main:574] : INFO : Epoch 1746 | loss: 0.0310304 | val_loss: 0.0312658 | Time: 9050.56 ms
[2021-07-12 10:58:19 main:574] : INFO : Epoch 1747 | loss: 0.0310434 | val_loss: 0.0312783 | Time: 8793.49 ms
[2021-07-12 10:58:28 main:574] : INFO : Epoch 1748 | loss: 0.0310392 | val_loss: 0.0312624 | Time: 8868.92 ms
[2021-07-12 10:58:37 main:574] : INFO : Epoch 1749 | loss: 0.0310365 | val_loss: 0.0312704 | Time: 8994.9 ms
[2021-07-12 10:58:46 main:574] : INFO : Epoch 1750 | loss: 0.0310332 | val_loss: 0.0312572 | Time: 9026.1 ms
[2021-07-12 10:58:55 main:574] : INFO : Epoch 1751 | loss: 0.0310375 | val_loss: 0.0312611 | Time: 8853.72 ms
[2021-07-12 10:59:04 main:574] : INFO : Epoch 1752 | loss: 0.0310353 | val_loss: 0.0312796 | Time: 9018.99 ms
[2021-07-12 10:59:13 main:574] : INFO : Epoch 1753 | loss: 0.0310402 | val_loss: 0.0312645 | Time: 8926.95 ms
[2021-07-12 10:59:21 main:574] : INFO : Epoch 1754 | loss: 0.0310386 | val_loss: 0.0312871 | Time: 8934.38 ms
[2021-07-12 10:59:30 main:574] : INFO : Epoch 1755 | loss: 0.0310382 | val_loss: 0.0312446 | Time: 8929.71 ms
[2021-07-12 10:59:39 main:574] : INFO : Epoch 1756 | loss: 0.0310482 | val_loss: 0.0312871 | Time: 8862.16 ms
[2021-07-12 10:59:48 main:574] : INFO : Epoch 1757 | loss: 0.0310512 | val_loss: 0.0312404 | Time: 8997.35 ms
[2021-07-12 10:59:57 main:574] : INFO : Epoch 1758 | loss: 0.031054 | val_loss: 0.0312838 | Time: 8971.2 ms
[2021-07-12 11:00:06 main:574] : INFO : Epoch 1759 | loss: 0.0310417 | val_loss: 0.0312756 | Time: 8863.99 ms
[2021-07-12 11:00:15 main:574] : INFO : Epoch 1760 | loss: 0.031038 | val_loss: 0.0312719 | Time: 9025.31 ms
[2021-07-12 11:00:24 main:574] : INFO : Epoch 1761 | loss: 0.0310457 | val_loss: 0.0312842 | Time: 8955.45 ms
[2021-07-12 11:00:33 main:574] : INFO : Epoch 1762 | loss: 0.0310454 | val_loss: 0.0312734 | Time: 8899.67 ms
[2021-07-12 11:00:42 main:574] : INFO : Epoch 1763 | loss: 0.0310473 | val_loss: 0.0312706 | Time: 8923.52 ms
[2021-07-12 11:00:51 main:574] : INFO : Epoch 1764 | loss: 0.0310654 | val_loss: 0.0312556 | Time: 8931.23 ms
[2021-07-12 11:01:00 main:574] : INFO : Epoch 1765 | loss: 0.0310658 | val_loss: 0.0312622 | Time: 8841.81 ms
[2021-07-12 11:01:09 main:574] : INFO : Epoch 1766 | loss: 0.0310564 | val_loss: 0.0312527 | Time: 9073.98 ms
[2021-07-12 11:01:18 main:574] : INFO : Epoch 1767 | loss: 0.0310482 | val_loss: 0.0312631 | Time: 8934.27 ms
[2021-07-12 11:01:27 main:574] : INFO : Epoch 1768 | loss: 0.0310398 | val_loss: 0.0312649 | Time: 8826.94 ms
[2021-07-12 11:01:36 main:574] : INFO : Epoch 1769 | loss: 0.031036 | val_loss: 0.0312477 | Time: 9082.14 ms
[2021-07-12 11:01:45 main:574] : INFO : Epoch 1770 | loss: 0.031029 | val_loss: 0.0312457 | Time: 8890.68 ms
[2021-07-12 11:01:54 main:574] : INFO : Epoch 1771 | loss: 0.0310541 | val_loss: 0.0312697 | Time: 8998.05 ms
[2021-07-12 11:02:03 main:574] : INFO : Epoch 1772 | loss: 0.0310406 | val_loss: 0.0312358 | Time: 8949.4 ms
[2021-07-12 11:02:12 main:574] : INFO : Epoch 1773 | loss: 0.0310379 | val_loss: 0.0312774 | Time: 8890.56 ms
[2021-07-12 11:02:21 main:574] : INFO : Epoch 1774 | loss: 0.0310469 | val_loss: 0.0312424 | Time: 8990.47 ms
[2021-07-12 11:02:29 main:574] : INFO : Epoch 1775 | loss: 0.031052 | val_loss: 0.0312648 | Time: 8853.43 ms
[2021-07-12 11:02:38 main:574] : INFO : Epoch 1776 | loss: 0.0310555 | val_loss: 0.0312491 | Time: 8896.3 ms
[2021-07-12 11:02:47 main:574] : INFO : Epoch 1777 | loss: 0.031045 | val_loss: 0.0312589 | Time: 8857.06 ms
[2021-07-12 11:02:56 main:574] : INFO : Epoch 1778 | loss: 0.0310436 | val_loss: 0.0312592 | Time: 8984.06 ms
[2021-07-12 11:03:05 main:574] : INFO : Epoch 1779 | loss: 0.0310384 | val_loss: 0.0312538 | Time: 8856.77 ms
[2021-07-12 11:03:14 main:574] : INFO : Epoch 1780 | loss: 0.0310465 | val_loss: 0.0312738 | Time: 8943.48 ms
[2021-07-12 11:03:23 main:574] : INFO : Epoch 1781 | loss: 0.0310473 | val_loss: 0.0312593 | Time: 9092.29 ms
[2021-07-12 11:03:32 main:574] : INFO : Epoch 1782 | loss: 0.0310426 | val_loss: 0.0312593 | Time: 8768.92 ms
[2021-07-12 11:03:41 main:574] : INFO : Epoch 1783 | loss: 0.0310377 | val_loss: 0.0312708 | Time: 8866.24 ms
[2021-07-12 11:03:50 main:574] : INFO : Epoch 1784 | loss: 0.0310477 | val_loss: 0.0312388 | Time: 8947.4 ms
[2021-07-12 11:03:59 main:574] : INFO : Epoch 1785 | loss: 0.0310521 | val_loss: 0.0312548 | Time: 8802.41 ms
[2021-07-12 11:04:08 main:574] : INFO : Epoch 1786 | loss: 0.0310473 | val_loss: 0.0312627 | Time: 9064.38 ms
[2021-07-12 11:04:17 main:574] : INFO : Epoch 1787 | loss: 0.0310474 | val_loss: 0.0312617 | Time: 8885.59 ms
[2021-07-12 11:04:25 main:574] : INFO : Epoch 1788 | loss: 0.0310483 | val_loss: 0.0312516 | Time: 8866.83 ms
[2021-07-12 11:04:34 main:574] : INFO : Epoch 1789 | loss: 0.0310407 | val_loss: 0.0312718 | Time: 8933.79 ms
[2021-07-12 11:04:43 main:574] : INFO : Epoch 1790 | loss: 0.0310394 | val_loss: 0.0312613 | Time: 8800.27 ms
[2021-07-12 11:04:52 main:574] : INFO : Epoch 1791 | loss: 0.0310348 | val_loss: 0.0312732 | Time: 9004.92 ms
[2021-07-12 11:05:01 main:574] : INFO : Epoch 1792 | loss: 0.0310383 | val_loss: 0.0312582 | Time: 8798.31 ms
[2021-07-12 11:05:10 main:574] : INFO : Epoch 1793 | loss: 0.0310487 | val_loss: 0.031257 | Time: 8888.89 ms
[2021-07-12 11:05:19 main:574] : INFO : Epoch 1794 | loss: 0.0310668 | val_loss: 0.0312454 | Time: 8917 ms
[2021-07-12 11:05:28 main:574] : INFO : Epoch 1795 | loss: 0.0310578 | val_loss: 0.0312634 | Time: 8990.51 ms
[2021-07-12 11:05:37 main:574] : INFO : Epoch 1796 | loss: 0.0310441 | val_loss: 0.0312791 | Time: 8940.94 ms
[2021-07-12 11:05:46 main:574] : INFO : Epoch 1797 | loss: 0.0310495 | val_loss: 0.0312452 | Time: 8866.79 ms
[2021-07-12 11:05:55 main:574] : INFO : Epoch 1798 | loss: 0.0310659 | val_loss: 0.0312151 | Time: 8901.95 ms
[2021-07-12 11:06:03 main:574] : INFO : Epoch 1799 | loss: 0.0310785 | val_loss: 0.0312583 | Time: 8797.65 ms
[2021-07-12 11:06:12 main:574] : INFO : Epoch 1800 | loss: 0.0310557 | val_loss: 0.0312622 | Time: 8852.53 ms
[2021-07-12 11:06:21 main:574] : INFO : Epoch 1801 | loss: 0.0310429 | val_loss: 0.0312663 | Time: 8947.69 ms
[2021-07-12 11:06:30 main:574] : INFO : Epoch 1802 | loss: 0.031037 | val_loss: 0.0312601 | Time: 8884.85 ms
[2021-07-12 11:06:39 main:574] : INFO : Epoch 1803 | loss: 0.0310395 | val_loss: 0.0312787 | Time: 8902.37 ms
[2021-07-12 11:06:48 main:574] : INFO : Epoch 1804 | loss: 0.0310438 | val_loss: 0.0312581 | Time: 8983.29 ms
[2021-07-12 11:06:57 main:574] : INFO : Epoch 1805 | loss: 0.0310386 | val_loss: 0.0312617 | Time: 8888.01 ms
[2021-07-12 11:07:06 main:574] : INFO : Epoch 1806 | loss: 0.0310283 | val_loss: 0.031257 | Time: 9029.7 ms
[2021-07-12 11:07:15 main:574] : INFO : Epoch 1807 | loss: 0.0310273 | val_loss: 0.031281 | Time: 8814.85 ms
[2021-07-12 11:07:24 main:574] : INFO : Epoch 1808 | loss: 0.0310317 | val_loss: 0.0312615 | Time: 9044.48 ms
[2021-07-12 11:07:33 main:574] : INFO : Epoch 1809 | loss: 0.0310366 | val_loss: 0.0312625 | Time: 8829.76 ms
[2021-07-12 11:07:42 main:574] : INFO : Epoch 1810 | loss: 0.0310475 | val_loss: 0.0312702 | Time: 8972.92 ms
[2021-07-12 11:07:51 main:574] : INFO : Epoch 1811 | loss: 0.0310406 | val_loss: 0.0312743 | Time: 8846.69 ms
[2021-07-12 11:08:00 main:574] : INFO : Epoch 1812 | loss: 0.0310489 | val_loss: 0.0312368 | Time: 8938.63 ms
[2021-07-12 11:08:09 main:574] : INFO : Epoch 1813 | loss: 0.0310489 | val_loss: 0.0312531 | Time: 8962.6 ms
[2021-07-12 11:08:17 main:574] : INFO : Epoch 1814 | loss: 0.0310466 | val_loss: 0.0312719 | Time: 8754.67 ms
[2021-07-12 11:08:26 main:574] : INFO : Epoch 1815 | loss: 0.0310426 | val_loss: 0.0312785 | Time: 9115.8 ms
[2021-07-12 11:08:35 main:574] : INFO : Epoch 1816 | loss: 0.031037 | val_loss: 0.031269 | Time: 8899.55 ms
[2021-07-12 11:08:44 main:574] : INFO : Epoch 1817 | loss: 0.0310385 | val_loss: 0.0312701 | Time: 8965.68 ms
[2021-07-12 11:08:53 main:574] : INFO : Epoch 1818 | loss: 0.0310365 | val_loss: 0.0312667 | Time: 8876.99 ms
[2021-07-12 11:09:02 main:574] : INFO : Epoch 1819 | loss: 0.0310328 | val_loss: 0.0312566 | Time: 8883.96 ms
[2021-07-12 11:09:11 main:574] : INFO : Epoch 1820 | loss: 0.0310425 | val_loss: 0.0312424 | Time: 8934.22 ms
[2021-07-12 11:09:20 main:574] : INFO : Epoch 1821 | loss: 0.0310461 | val_loss: 0.0312754 | Time: 9076.42 ms
[2021-07-12 11:09:29 main:574] : INFO : Epoch 1822 | loss: 0.031035 | val_loss: 0.0312751 | Time: 8847.41 ms
[2021-07-12 11:09:38 main:574] : INFO : Epoch 1823 | loss: 0.0310403 | val_loss: 0.0312778 | Time: 8873.99 ms
[2021-07-12 11:09:47 main:574] : INFO : Epoch 1824 | loss: 0.0310521 | val_loss: 0.0312457 | Time: 9010.42 ms
[2021-07-12 11:09:56 main:574] : INFO : Epoch 1825 | loss: 0.0310601 | val_loss: 0.0312723 | Time: 8879.55 ms
[2021-07-12 11:10:05 main:574] : INFO : Epoch 1826 | loss: 0.0310482 | val_loss: 0.0312611 | Time: 9046.88 ms
[2021-07-12 11:10:14 main:574] : INFO : Epoch 1827 | loss: 0.0310508 | val_loss: 0.0312465 | Time: 8872.98 ms
[2021-07-12 11:10:23 main:574] : INFO : Epoch 1828 | loss: 0.0310682 | val_loss: 0.0312556 | Time: 8978.41 ms
[2021-07-12 11:10:32 main:574] : INFO : Epoch 1829 | loss: 0.0310441 | val_loss: 0.0312705 | Time: 8831.92 ms
[2021-07-12 11:10:41 main:574] : INFO : Epoch 1830 | loss: 0.0310316 | val_loss: 0.0312647 | Time: 9020.34 ms
[2021-07-12 11:10:50 main:574] : INFO : Epoch 1831 | loss: 0.0310329 | val_loss: 0.03126 | Time: 8892.06 ms
[2021-07-12 11:10:59 main:574] : INFO : Epoch 1832 | loss: 0.0310332 | val_loss: 0.0312716 | Time: 9016.59 ms
[2021-07-12 11:11:08 main:574] : INFO : Epoch 1833 | loss: 0.0310462 | val_loss: 0.0312631 | Time: 9051.37 ms
[2021-07-12 11:11:17 main:574] : INFO : Epoch 1834 | loss: 0.0310416 | val_loss: 0.0312675 | Time: 8980.09 ms
[2021-07-12 11:11:26 main:574] : INFO : Epoch 1835 | loss: 0.03104 | val_loss: 0.0312633 | Time: 8925.33 ms
[2021-07-12 11:11:35 main:574] : INFO : Epoch 1836 | loss: 0.0310603 | val_loss: 0.0312707 | Time: 8995.15 ms
[2021-07-12 11:11:43 main:574] : INFO : Epoch 1837 | loss: 0.0310544 | val_loss: 0.0312397 | Time: 8865.74 ms
[2021-07-12 11:11:52 main:574] : INFO : Epoch 1838 | loss: 0.0310475 | val_loss: 0.0312612 | Time: 8919.76 ms
[2021-07-12 11:12:01 main:574] : INFO : Epoch 1839 | loss: 0.0310368 | val_loss: 0.0312543 | Time: 8942.48 ms
[2021-07-12 11:12:10 main:574] : INFO : Epoch 1840 | loss: 0.0310346 | val_loss: 0.0312414 | Time: 8942.62 ms
[2021-07-12 11:12:19 main:574] : INFO : Epoch 1841 | loss: 0.0310394 | val_loss: 0.0312649 | Time: 8909.42 ms
[2021-07-12 11:12:28 main:574] : INFO : Epoch 1842 | loss: 0.0310451 | val_loss: 0.0312631 | Time: 8979.46 ms
[2021-07-12 11:12:37 main:574] : INFO : Epoch 1843 | loss: 0.0310522 | val_loss: 0.031238 | Time: 8898.08 ms
[2021-07-12 11:12:46 main:574] : INFO : Epoch 1844 | loss: 0.03105 | val_loss: 0.0312716 | Time: 9015.59 ms
[2021-07-12 11:12:55 main:574] : INFO : Epoch 1845 | loss: 0.0310467 | val_loss: 0.0312758 | Time: 8922.61 ms
[2021-07-12 11:13:04 main:574] : INFO : Epoch 1846 | loss: 0.0310361 | val_loss: 0.0312645 | Time: 8865.99 ms
[2021-07-12 11:13:13 main:574] : INFO : Epoch 1847 | loss: 0.0310378 | val_loss: 0.0312684 | Time: 8868.99 ms
[2021-07-12 11:13:22 main:574] : INFO : Epoch 1848 | loss: 0.0310448 | val_loss: 0.0312579 | Time: 8986.46 ms
[2021-07-12 11:13:31 main:574] : INFO : Epoch 1849 | loss: 0.0310387 | val_loss: 0.0312426 | Time: 8846.6 ms
[2021-07-12 11:13:40 main:574] : INFO : Epoch 1850 | loss: 0.0310478 | val_loss: 0.0312468 | Time: 8965.78 ms
[2021-07-12 11:13:49 main:574] : INFO : Epoch 1851 | loss: 0.0310521 | val_loss: 0.0312625 | Time: 8955.59 ms
[2021-07-12 11:13:58 main:574] : INFO : Epoch 1852 | loss: 0.0310463 | val_loss: 0.0312445 | Time: 8924.18 ms
[2021-07-12 11:14:07 main:574] : INFO : Epoch 1853 | loss: 0.031041 | val_loss: 0.0312466 | Time: 8946.72 ms
[2021-07-12 11:14:16 main:574] : INFO : Epoch 1854 | loss: 0.0310367 | val_loss: 0.0312752 | Time: 8946.28 ms
[2021-07-12 11:14:24 main:574] : INFO : Epoch 1855 | loss: 0.0310399 | val_loss: 0.0312689 | Time: 8957.14 ms
[2021-07-12 11:14:33 main:574] : INFO : Epoch 1856 | loss: 0.0310411 | val_loss: 0.0312631 | Time: 8919.4 ms
[2021-07-12 11:14:42 main:574] : INFO : Epoch 1857 | loss: 0.0310505 | val_loss: 0.0312717 | Time: 8928.61 ms
[2021-07-12 11:14:51 main:574] : INFO : Epoch 1858 | loss: 0.0310395 | val_loss: 0.0312553 | Time: 9050.31 ms
[2021-07-12 11:15:01 main:574] : INFO : Epoch 1859 | loss: 0.0310416 | val_loss: 0.0312337 | Time: 9081.5 ms
[2021-07-12 11:15:09 main:574] : INFO : Epoch 1860 | loss: 0.0310364 | val_loss: 0.031266 | Time: 8784.16 ms
[2021-07-12 11:15:18 main:574] : INFO : Epoch 1861 | loss: 0.0310806 | val_loss: 0.0312357 | Time: 8979.17 ms
[2021-07-12 11:15:27 main:574] : INFO : Epoch 1862 | loss: 0.0310722 | val_loss: 0.0312578 | Time: 8907.68 ms
[2021-07-12 11:15:36 main:574] : INFO : Epoch 1863 | loss: 0.0310538 | val_loss: 0.0312512 | Time: 8973.46 ms
[2021-07-12 11:15:45 main:574] : INFO : Epoch 1864 | loss: 0.0310446 | val_loss: 0.0312598 | Time: 8889.54 ms
[2021-07-12 11:15:54 main:574] : INFO : Epoch 1865 | loss: 0.0310458 | val_loss: 0.0312617 | Time: 8945.55 ms
[2021-07-12 11:16:03 main:574] : INFO : Epoch 1866 | loss: 0.0310412 | val_loss: 0.0312531 | Time: 8897.2 ms
[2021-07-12 11:16:12 main:574] : INFO : Epoch 1867 | loss: 0.0310337 | val_loss: 0.0312601 | Time: 8833.74 ms
[2021-07-12 11:16:21 main:574] : INFO : Epoch 1868 | loss: 0.0310355 | val_loss: 0.0312741 | Time: 8955.93 ms
[2021-07-12 11:16:30 main:574] : INFO : Epoch 1869 | loss: 0.0310355 | val_loss: 0.0312745 | Time: 8936.2 ms
[2021-07-12 11:16:39 main:574] : INFO : Epoch 1870 | loss: 0.0310299 | val_loss: 0.03127 | Time: 8993.74 ms
[2021-07-12 11:16:48 main:574] : INFO : Epoch 1871 | loss: 0.031037 | val_loss: 0.0312522 | Time: 8927.26 ms
[2021-07-12 11:16:57 main:574] : INFO : Epoch 1872 | loss: 0.0310401 | val_loss: 0.0312842 | Time: 8926.51 ms
[2021-07-12 11:17:06 main:574] : INFO : Epoch 1873 | loss: 0.0310431 | val_loss: 0.0312479 | Time: 8989.79 ms
[2021-07-12 11:17:14 main:574] : INFO : Epoch 1874 | loss: 0.0310453 | val_loss: 0.031289 | Time: 8799.33 ms
[2021-07-12 11:17:24 main:574] : INFO : Epoch 1875 | loss: 0.0310457 | val_loss: 0.0312519 | Time: 9016.19 ms
[2021-07-12 11:17:33 main:574] : INFO : Epoch 1876 | loss: 0.0310399 | val_loss: 0.0312543 | Time: 8995.02 ms
[2021-07-12 11:17:41 main:574] : INFO : Epoch 1877 | loss: 0.0310374 | val_loss: 0.0312674 | Time: 8928.05 ms
[2021-07-12 11:17:50 main:574] : INFO : Epoch 1878 | loss: 0.0310353 | val_loss: 0.0312863 | Time: 9006.42 ms
[2021-07-12 11:17:59 main:574] : INFO : Epoch 1879 | loss: 0.0311081 | val_loss: 0.0312011 | Time: 8901.03 ms
[2021-07-12 11:18:08 main:574] : INFO : Epoch 1880 | loss: 0.0311503 | val_loss: 0.0311976 | Time: 8997.6 ms
[2021-07-12 11:18:17 main:574] : INFO : Epoch 1881 | loss: 0.0311313 | val_loss: 0.0312004 | Time: 8976.15 ms
[2021-07-12 11:18:26 main:574] : INFO : Epoch 1882 | loss: 0.0311217 | val_loss: 0.03121 | Time: 9009.22 ms
[2021-07-12 11:18:36 main:574] : INFO : Epoch 1883 | loss: 0.0311033 | val_loss: 0.0312217 | Time: 9093.81 ms
[2021-07-12 11:18:44 main:574] : INFO : Epoch 1884 | loss: 0.0310879 | val_loss: 0.0312235 | Time: 8947.39 ms
[2021-07-12 11:18:53 main:574] : INFO : Epoch 1885 | loss: 0.0310774 | val_loss: 0.0312584 | Time: 8993.01 ms
[2021-07-12 11:19:02 main:574] : INFO : Epoch 1886 | loss: 0.0310606 | val_loss: 0.0312306 | Time: 8968.32 ms
[2021-07-12 11:19:11 main:574] : INFO : Epoch 1887 | loss: 0.0310489 | val_loss: 0.0312412 | Time: 8951.46 ms
[2021-07-12 11:19:20 main:574] : INFO : Epoch 1888 | loss: 0.0310454 | val_loss: 0.0312617 | Time: 8928.66 ms
[2021-07-12 11:19:29 main:574] : INFO : Epoch 1889 | loss: 0.0310374 | val_loss: 0.0312467 | Time: 8984.64 ms
[2021-07-12 11:19:38 main:574] : INFO : Epoch 1890 | loss: 0.0310406 | val_loss: 0.0312449 | Time: 8891.7 ms
[2021-07-12 11:19:47 main:574] : INFO : Epoch 1891 | loss: 0.03104 | val_loss: 0.031255 | Time: 9026.3 ms
[2021-07-12 11:19:56 main:574] : INFO : Epoch 1892 | loss: 0.0310386 | val_loss: 0.0312961 | Time: 9024.84 ms
[2021-07-12 11:20:05 main:574] : INFO : Epoch 1893 | loss: 0.0310362 | val_loss: 0.0312578 | Time: 9113.59 ms
[2021-07-12 11:20:14 main:574] : INFO : Epoch 1894 | loss: 0.0310387 | val_loss: 0.0312655 | Time: 8911.06 ms
[2021-07-12 11:20:23 main:574] : INFO : Epoch 1895 | loss: 0.0310739 | val_loss: 0.0312522 | Time: 8957.16 ms
[2021-07-12 11:20:32 main:574] : INFO : Epoch 1896 | loss: 0.0310564 | val_loss: 0.0312466 | Time: 9013.03 ms
[2021-07-12 11:20:41 main:574] : INFO : Epoch 1897 | loss: 0.0310775 | val_loss: 0.0312449 | Time: 8966.06 ms
[2021-07-12 11:20:50 main:574] : INFO : Epoch 1898 | loss: 0.0310659 | val_loss: 0.0312837 | Time: 9068.26 ms
[2021-07-12 11:20:59 main:574] : INFO : Epoch 1899 | loss: 0.0310573 | val_loss: 0.0312706 | Time: 8954.68 ms
[2021-07-12 11:21:08 main:574] : INFO : Epoch 1900 | loss: 0.0310505 | val_loss: 0.0312746 | Time: 8965.75 ms
[2021-07-12 11:21:17 main:574] : INFO : Epoch 1901 | loss: 0.0310462 | val_loss: 0.0312535 | Time: 8946.64 ms
[2021-07-12 11:21:26 main:574] : INFO : Epoch 1902 | loss: 0.0310412 | val_loss: 0.0312547 | Time: 8821.94 ms
[2021-07-12 11:21:35 main:574] : INFO : Epoch 1903 | loss: 0.0310435 | val_loss: 0.0312566 | Time: 8952.01 ms
[2021-07-12 11:21:44 main:574] : INFO : Epoch 1904 | loss: 0.0310516 | val_loss: 0.0312524 | Time: 8924.61 ms
[2021-07-12 11:21:53 main:574] : INFO : Epoch 1905 | loss: 0.0310529 | val_loss: 0.0312282 | Time: 9044.24 ms
[2021-07-12 11:22:02 main:574] : INFO : Epoch 1906 | loss: 0.0310587 | val_loss: 0.0312384 | Time: 8958.45 ms
[2021-07-12 11:22:11 main:574] : INFO : Epoch 1907 | loss: 0.031052 | val_loss: 0.0312767 | Time: 8959.68 ms
[2021-07-12 11:22:20 main:574] : INFO : Epoch 1908 | loss: 0.0310451 | val_loss: 0.0312518 | Time: 9001.61 ms
[2021-07-12 11:22:29 main:574] : INFO : Epoch 1909 | loss: 0.0310326 | val_loss: 0.0312625 | Time: 8924.97 ms
[2021-07-12 11:22:38 main:574] : INFO : Epoch 1910 | loss: 0.0310395 | val_loss: 0.0312434 | Time: 8912.75 ms
[2021-07-12 11:22:47 main:574] : INFO : Epoch 1911 | loss: 0.0310394 | val_loss: 0.0312516 | Time: 9136.96 ms
[2021-07-12 11:22:56 main:574] : INFO : Epoch 1912 | loss: 0.0310479 | val_loss: 0.0312592 | Time: 8922.77 ms
[2021-07-12 11:23:05 main:574] : INFO : Epoch 1913 | loss: 0.0310397 | val_loss: 0.0312559 | Time: 9014.43 ms
[2021-07-12 11:23:14 main:574] : INFO : Epoch 1914 | loss: 0.0310456 | val_loss: 0.0312485 | Time: 8977.67 ms
[2021-07-12 11:23:23 main:574] : INFO : Epoch 1915 | loss: 0.0310677 | val_loss: 0.0312416 | Time: 8966.64 ms
[2021-07-12 11:23:32 main:574] : INFO : Epoch 1916 | loss: 0.0310486 | val_loss: 0.0312603 | Time: 8831.8 ms
[2021-07-12 11:23:41 main:574] : INFO : Epoch 1917 | loss: 0.0310462 | val_loss: 0.031277 | Time: 9020.15 ms
[2021-07-12 11:23:50 main:574] : INFO : Epoch 1918 | loss: 0.0310483 | val_loss: 0.0312639 | Time: 8870.89 ms
[2021-07-12 11:23:59 main:574] : INFO : Epoch 1919 | loss: 0.0310338 | val_loss: 0.0312619 | Time: 8973.63 ms
[2021-07-12 11:24:08 main:574] : INFO : Epoch 1920 | loss: 0.0310321 | val_loss: 0.0312544 | Time: 8930.91 ms
[2021-07-12 11:24:17 main:574] : INFO : Epoch 1921 | loss: 0.0310447 | val_loss: 0.0312611 | Time: 8924.36 ms
[2021-07-12 11:24:26 main:574] : INFO : Epoch 1922 | loss: 0.0310366 | val_loss: 0.0312804 | Time: 8990.48 ms
[2021-07-12 11:24:35 main:574] : INFO : Epoch 1923 | loss: 0.0310471 | val_loss: 0.0312551 | Time: 9020.47 ms
[2021-07-12 11:24:44 main:574] : INFO : Epoch 1924 | loss: 0.031058 | val_loss: 0.0312218 | Time: 8878.17 ms
[2021-07-12 11:24:53 main:574] : INFO : Epoch 1925 | loss: 0.0310766 | val_loss: 0.0312614 | Time: 8948.23 ms
[2021-07-12 11:25:02 main:574] : INFO : Epoch 1926 | loss: 0.0310598 | val_loss: 0.0312499 | Time: 8928.49 ms
[2021-07-12 11:25:11 main:574] : INFO : Epoch 1927 | loss: 0.031044 | val_loss: 0.0312715 | Time: 8954.18 ms
[2021-07-12 11:25:19 main:574] : INFO : Epoch 1928 | loss: 0.0310499 | val_loss: 0.03127 | Time: 8890.17 ms
[2021-07-12 11:25:28 main:574] : INFO : Epoch 1929 | loss: 0.0310442 | val_loss: 0.0312718 | Time: 8986.43 ms
[2021-07-12 11:25:37 main:574] : INFO : Epoch 1930 | loss: 0.0310537 | val_loss: 0.0312619 | Time: 8778.66 ms
[2021-07-12 11:25:46 main:574] : INFO : Epoch 1931 | loss: 0.0310552 | val_loss: 0.0312445 | Time: 9018.16 ms
[2021-07-12 11:25:55 main:574] : INFO : Epoch 1932 | loss: 0.0310645 | val_loss: 0.0312624 | Time: 8926.42 ms
[2021-07-12 11:26:04 main:574] : INFO : Epoch 1933 | loss: 0.0310585 | val_loss: 0.0312389 | Time: 8844.98 ms
[2021-07-12 11:26:13 main:574] : INFO : Epoch 1934 | loss: 0.0310432 | val_loss: 0.0312867 | Time: 9011.89 ms
[2021-07-12 11:26:22 main:574] : INFO : Epoch 1935 | loss: 0.0310351 | val_loss: 0.0312718 | Time: 8947.81 ms
[2021-07-12 11:26:31 main:574] : INFO : Epoch 1936 | loss: 0.0310377 | val_loss: 0.031252 | Time: 9012.46 ms
[2021-07-12 11:26:40 main:574] : INFO : Epoch 1937 | loss: 0.0310366 | val_loss: 0.0312512 | Time: 8958.36 ms
[2021-07-12 11:26:49 main:574] : INFO : Epoch 1938 | loss: 0.0310399 | val_loss: 0.0312643 | Time: 9058.37 ms
[2021-07-12 11:26:58 main:574] : INFO : Epoch 1939 | loss: 0.0310443 | val_loss: 0.0312495 | Time: 9003.1 ms
[2021-07-12 11:27:07 main:574] : INFO : Epoch 1940 | loss: 0.0310415 | val_loss: 0.0312535 | Time: 8941.7 ms
[2021-07-12 11:27:16 main:574] : INFO : Epoch 1941 | loss: 0.0310412 | val_loss: 0.0312602 | Time: 8954.18 ms
[2021-07-12 11:27:25 main:574] : INFO : Epoch 1942 | loss: 0.0310341 | val_loss: 0.0312601 | Time: 8978.35 ms
[2021-07-12 11:27:34 main:574] : INFO : Epoch 1943 | loss: 0.0310417 | val_loss: 0.031262 | Time: 9001.33 ms
[2021-07-12 11:27:43 main:574] : INFO : Epoch 1944 | loss: 0.0310563 | val_loss: 0.0312511 | Time: 8907.13 ms
[2021-07-12 11:27:52 main:574] : INFO : Epoch 1945 | loss: 0.0310589 | val_loss: 0.0312539 | Time: 8961.77 ms
[2021-07-12 11:28:01 main:574] : INFO : Epoch 1946 | loss: 0.0310465 | val_loss: 0.0312723 | Time: 9000.69 ms
[2021-07-12 11:28:10 main:574] : INFO : Epoch 1947 | loss: 0.0310455 | val_loss: 0.0312581 | Time: 8940.51 ms
[2021-07-12 11:28:19 main:574] : INFO : Epoch 1948 | loss: 0.0310535 | val_loss: 0.031247 | Time: 9006.27 ms
[2021-07-12 11:28:28 main:574] : INFO : Epoch 1949 | loss: 0.031048 | val_loss: 0.0312901 | Time: 8993 ms
[2021-07-12 11:28:37 main:574] : INFO : Epoch 1950 | loss: 0.0310449 | val_loss: 0.031233 | Time: 8937.61 ms
[2021-07-12 11:28:46 main:574] : INFO : Epoch 1951 | loss: 0.0310489 | val_loss: 0.0312661 | Time: 8908.82 ms
[2021-07-12 11:28:55 main:574] : INFO : Epoch 1952 | loss: 0.0310394 | val_loss: 0.0312815 | Time: 8859.05 ms
[2021-07-12 11:29:04 main:574] : INFO : Epoch 1953 | loss: 0.0310384 | val_loss: 0.0312459 | Time: 9079.39 ms
[2021-07-12 11:29:13 main:574] : INFO : Epoch 1954 | loss: 0.031048 | val_loss: 0.0312674 | Time: 8873.1 ms
[2021-07-12 11:29:22 main:574] : INFO : Epoch 1955 | loss: 0.0310428 | val_loss: 0.0312617 | Time: 8963.01 ms
[2021-07-12 11:29:31 main:574] : INFO : Epoch 1956 | loss: 0.0310491 | val_loss: 0.0312427 | Time: 9004.37 ms
[2021-07-12 11:29:40 main:574] : INFO : Epoch 1957 | loss: 0.0310549 | val_loss: 0.0312658 | Time: 8865.84 ms
[2021-07-12 11:29:49 main:574] : INFO : Epoch 1958 | loss: 0.0310462 | val_loss: 0.0312729 | Time: 8997.8 ms
[2021-07-12 11:29:57 main:574] : INFO : Epoch 1959 | loss: 0.031063 | val_loss: 0.0312466 | Time: 8742.26 ms
[2021-07-12 11:30:06 main:574] : INFO : Epoch 1960 | loss: 0.0310594 | val_loss: 0.0312646 | Time: 9097.57 ms
[2021-07-12 11:30:15 main:574] : INFO : Epoch 1961 | loss: 0.0310489 | val_loss: 0.0312768 | Time: 8931.78 ms
[2021-07-12 11:30:24 main:574] : INFO : Epoch 1962 | loss: 0.031042 | val_loss: 0.0312539 | Time: 8864.9 ms
[2021-07-12 11:30:33 main:574] : INFO : Epoch 1963 | loss: 0.0310398 | val_loss: 0.0312531 | Time: 9055.75 ms
[2021-07-12 11:30:42 main:574] : INFO : Epoch 1964 | loss: 0.031039 | val_loss: 0.0312365 | Time: 8877.19 ms
[2021-07-12 11:30:51 main:574] : INFO : Epoch 1965 | loss: 0.0310427 | val_loss: 0.031276 | Time: 9017.71 ms
[2021-07-12 11:31:00 main:574] : INFO : Epoch 1966 | loss: 0.0310619 | val_loss: 0.0312524 | Time: 8928.75 ms
[2021-07-12 11:31:09 main:574] : INFO : Epoch 1967 | loss: 0.0310504 | val_loss: 0.0312477 | Time: 8929.33 ms
[2021-07-12 11:31:18 main:574] : INFO : Epoch 1968 | loss: 0.0310471 | val_loss: 0.0312799 | Time: 8941.11 ms
[2021-07-12 11:31:27 main:574] : INFO : Epoch 1969 | loss: 0.0310436 | val_loss: 0.0312523 | Time: 8862.74 ms
[2021-07-12 11:31:36 main:574] : INFO : Epoch 1970 | loss: 0.0310617 | val_loss: 0.0312946 | Time: 8998.27 ms
[2021-07-12 11:31:45 main:574] : INFO : Epoch 1971 | loss: 0.0310649 | val_loss: 0.0312413 | Time: 8914.02 ms
[2021-07-12 11:31:54 main:574] : INFO : Epoch 1972 | loss: 0.0310584 | val_loss: 0.0312604 | Time: 8857.31 ms
[2021-07-12 11:32:03 main:574] : INFO : Epoch 1973 | loss: 0.0310529 | val_loss: 0.0312415 | Time: 8991.65 ms
[2021-07-12 11:32:12 main:574] : INFO : Epoch 1974 | loss: 0.0310513 | val_loss: 0.0312593 | Time: 8954.74 ms
[2021-07-12 11:32:21 main:574] : INFO : Epoch 1975 | loss: 0.0310427 | val_loss: 0.031263 | Time: 9021.84 ms
[2021-07-12 11:32:30 main:574] : INFO : Epoch 1976 | loss: 0.0310461 | val_loss: 0.0312414 | Time: 8880.2 ms
[2021-07-12 11:32:39 main:574] : INFO : Epoch 1977 | loss: 0.0310603 | val_loss: 0.0312399 | Time: 8979.54 ms
[2021-07-12 11:32:48 main:574] : INFO : Epoch 1978 | loss: 0.0310583 | val_loss: 0.0312524 | Time: 8890.62 ms
[2021-07-12 11:32:57 main:574] : INFO : Epoch 1979 | loss: 0.0310569 | val_loss: 0.0312582 | Time: 9009.74 ms
[2021-07-12 11:33:06 main:574] : INFO : Epoch 1980 | loss: 0.0310516 | val_loss: 0.0312661 | Time: 8936.63 ms
[2021-07-12 11:33:15 main:574] : INFO : Epoch 1981 | loss: 0.0310434 | val_loss: 0.0312325 | Time: 9004.3 ms
[2021-07-12 11:33:24 main:574] : INFO : Epoch 1982 | loss: 0.0310653 | val_loss: 0.0312385 | Time: 8975.42 ms
[2021-07-12 11:33:32 main:574] : INFO : Epoch 1983 | loss: 0.0310487 | val_loss: 0.0312608 | Time: 8899.58 ms
[2021-07-12 11:33:41 main:574] : INFO : Epoch 1984 | loss: 0.031044 | val_loss: 0.031253 | Time: 8947.19 ms
[2021-07-12 11:33:50 main:574] : INFO : Epoch 1985 | loss: 0.0310393 | val_loss: 0.0312897 | Time: 8967.07 ms
[2021-07-12 11:33:59 main:574] : INFO : Epoch 1986 | loss: 0.0310601 | val_loss: 0.0312382 | Time: 8999.07 ms
[2021-07-12 11:34:08 main:574] : INFO : Epoch 1987 | loss: 0.0310511 | val_loss: 0.0312716 | Time: 8899.63 ms
[2021-07-12 11:34:17 main:574] : INFO : Epoch 1988 | loss: 0.0310382 | val_loss: 0.0312518 | Time: 8909.91 ms
[2021-07-12 11:34:26 main:574] : INFO : Epoch 1989 | loss: 0.0310357 | val_loss: 0.031254 | Time: 9048.06 ms
[2021-07-12 11:34:35 main:574] : INFO : Epoch 1990 | loss: 0.0310377 | val_loss: 0.031268 | Time: 8781.77 ms
[2021-07-12 11:34:44 main:574] : INFO : Epoch 1991 | loss: 0.0310432 | val_loss: 0.0312618 | Time: 9049.7 ms
[2021-07-12 11:34:53 main:574] : INFO : Epoch 1992 | loss: 0.0310406 | val_loss: 0.0312785 | Time: 8909.59 ms
[2021-07-12 11:35:02 main:574] : INFO : Epoch 1993 | loss: 0.0310457 | val_loss: 0.0312621 | Time: 8849.67 ms
[2021-07-12 11:35:11 main:574] : INFO : Epoch 1994 | loss: 0.0310486 | val_loss: 0.0312509 | Time: 9119.16 ms
[2021-07-12 11:35:20 main:574] : INFO : Epoch 1995 | loss: 0.0310541 | val_loss: 0.0312575 | Time: 8858.19 ms
[2021-07-12 11:35:29 main:574] : INFO : Epoch 1996 | loss: 0.0310573 | val_loss: 0.0312444 | Time: 8954.65 ms
[2021-07-12 11:35:38 main:574] : INFO : Epoch 1997 | loss: 0.0310463 | val_loss: 0.0312791 | Time: 9027.27 ms
[2021-07-12 11:35:47 main:574] : INFO : Epoch 1998 | loss: 0.0310515 | val_loss: 0.0312447 | Time: 8903.33 ms
[2021-07-12 11:35:56 main:574] : INFO : Epoch 1999 | loss: 0.0310409 | val_loss: 0.0312558 | Time: 8908.04 ms
[2021-07-12 11:36:05 main:574] : INFO : Epoch 2000 | loss: 0.03104 | val_loss: 0.0312721 | Time: 8886.35 ms
[2021-07-12 11:36:14 main:574] : INFO : Epoch 2001 | loss: 0.0310345 | val_loss: 0.031277 | Time: 8999.73 ms
[2021-07-12 11:36:23 main:574] : INFO : Epoch 2002 | loss: 0.0310417 | val_loss: 0.031248 | Time: 8883.21 ms
[2021-07-12 11:36:32 main:574] : INFO : Epoch 2003 | loss: 0.0310453 | val_loss: 0.0312597 | Time: 8946.88 ms
[2021-07-12 11:36:41 main:574] : INFO : Epoch 2004 | loss: 0.0310486 | val_loss: 0.0312696 | Time: 8996.93 ms
[2021-07-12 11:36:49 main:574] : INFO : Epoch 2005 | loss: 0.0310558 | val_loss: 0.0312497 | Time: 8807.57 ms
[2021-07-12 11:36:58 main:574] : INFO : Epoch 2006 | loss: 0.0310481 | val_loss: 0.0312859 | Time: 9025.18 ms
[2021-07-12 11:37:07 main:574] : INFO : Epoch 2007 | loss: 0.0310388 | val_loss: 0.0312698 | Time: 8876.23 ms
[2021-07-12 11:37:16 main:574] : INFO : Epoch 2008 | loss: 0.0310359 | val_loss: 0.0312631 | Time: 8995.66 ms
[2021-07-12 11:37:25 main:574] : INFO : Epoch 2009 | loss: 0.0310299 | val_loss: 0.0312744 | Time: 8961.83 ms
[2021-07-12 11:37:34 main:574] : INFO : Epoch 2010 | loss: 0.0310333 | val_loss: 0.0312881 | Time: 8934.9 ms
[2021-07-12 11:37:43 main:574] : INFO : Epoch 2011 | loss: 0.0310518 | val_loss: 0.0312428 | Time: 8884.18 ms
[2021-07-12 11:37:52 main:574] : INFO : Epoch 2012 | loss: 0.031046 | val_loss: 0.0312562 | Time: 8953.99 ms
[2021-07-12 11:38:01 main:574] : INFO : Epoch 2013 | loss: 0.0310381 | val_loss: 0.0312727 | Time: 8915.75 ms
[2021-07-12 11:38:10 main:574] : INFO : Epoch 2014 | loss: 0.0310416 | val_loss: 0.0312494 | Time: 8935.33 ms
[2021-07-12 11:38:19 main:574] : INFO : Epoch 2015 | loss: 0.0310382 | val_loss: 0.0312744 | Time: 8794.23 ms
[2021-07-12 11:38:28 main:574] : INFO : Epoch 2016 | loss: 0.0310421 | val_loss: 0.0312553 | Time: 9004.25 ms
[2021-07-12 11:38:37 main:574] : INFO : Epoch 2017 | loss: 0.0310439 | val_loss: 0.0312773 | Time: 8906.37 ms
[2021-07-12 11:38:46 main:574] : INFO : Epoch 2018 | loss: 0.0310449 | val_loss: 0.0312606 | Time: 8989.58 ms
[2021-07-12 11:38:55 main:574] : INFO : Epoch 2019 | loss: 0.0310468 | val_loss: 0.0312374 | Time: 8929.59 ms
[2021-07-12 11:39:04 main:574] : INFO : Epoch 2020 | loss: 0.0310436 | val_loss: 0.0312868 | Time: 8867.87 ms
[2021-07-12 11:39:13 main:574] : INFO : Epoch 2021 | loss: 0.0310312 | val_loss: 0.0312836 | Time: 9083.83 ms
[2021-07-12 11:39:22 main:574] : INFO : Epoch 2022 | loss: 0.0310356 | val_loss: 0.0312685 | Time: 8965.85 ms
[2021-07-12 11:39:31 main:574] : INFO : Epoch 2023 | loss: 0.0310736 | val_loss: 0.0312193 | Time: 8958.99 ms
[2021-07-12 11:39:40 main:574] : INFO : Epoch 2024 | loss: 0.0310782 | val_loss: 0.0312326 | Time: 8906.99 ms
[2021-07-12 11:39:49 main:574] : INFO : Epoch 2025 | loss: 0.031054 | val_loss: 0.03125 | Time: 8937.86 ms
[2021-07-12 11:39:57 main:574] : INFO : Epoch 2026 | loss: 0.0310541 | val_loss: 0.0312545 | Time: 8879.7 ms
[2021-07-12 11:40:06 main:574] : INFO : Epoch 2027 | loss: 0.0310476 | val_loss: 0.0312725 | Time: 9074.68 ms
[2021-07-12 11:40:15 main:574] : INFO : Epoch 2028 | loss: 0.0310376 | val_loss: 0.0312599 | Time: 8864.25 ms
[2021-07-12 11:40:24 main:574] : INFO : Epoch 2029 | loss: 0.0310282 | val_loss: 0.0312768 | Time: 8909.66 ms
[2021-07-12 11:40:33 main:574] : INFO : Epoch 2030 | loss: 0.0310325 | val_loss: 0.0312675 | Time: 9001.65 ms
[2021-07-12 11:40:42 main:574] : INFO : Epoch 2031 | loss: 0.0310371 | val_loss: 0.0312834 | Time: 8900.97 ms
[2021-07-12 11:40:51 main:574] : INFO : Epoch 2032 | loss: 0.031051 | val_loss: 0.031248 | Time: 9018.82 ms
[2021-07-12 11:41:00 main:574] : INFO : Epoch 2033 | loss: 0.0310642 | val_loss: 0.0312503 | Time: 8968.06 ms
[2021-07-12 11:41:09 main:574] : INFO : Epoch 2034 | loss: 0.0310526 | val_loss: 0.0312766 | Time: 8898.55 ms
[2021-07-12 11:41:18 main:574] : INFO : Epoch 2035 | loss: 0.031033 | val_loss: 0.0312558 | Time: 8877.72 ms
[2021-07-12 11:41:27 main:574] : INFO : Epoch 2036 | loss: 0.0310276 | val_loss: 0.0312744 | Time: 8952.04 ms
[2021-07-12 11:41:36 main:574] : INFO : Epoch 2037 | loss: 0.0310319 | val_loss: 0.0312643 | Time: 9042.5 ms
[2021-07-12 11:41:45 main:574] : INFO : Epoch 2038 | loss: 0.0310415 | val_loss: 0.0312726 | Time: 8972.91 ms
[2021-07-12 11:41:54 main:574] : INFO : Epoch 2039 | loss: 0.0310396 | val_loss: 0.0312623 | Time: 8883.72 ms
[2021-07-12 11:42:03 main:574] : INFO : Epoch 2040 | loss: 0.0310506 | val_loss: 0.0312544 | Time: 9074.92 ms
[2021-07-12 11:42:12 main:574] : INFO : Epoch 2041 | loss: 0.0310396 | val_loss: 0.0312587 | Time: 8880.56 ms
[2021-07-12 11:42:21 main:574] : INFO : Epoch 2042 | loss: 0.0310361 | val_loss: 0.0312458 | Time: 8923.82 ms
[2021-07-12 11:42:30 main:574] : INFO : Epoch 2043 | loss: 0.0310401 | val_loss: 0.0312505 | Time: 8929.62 ms
[2021-07-12 11:42:39 main:574] : INFO : Epoch 2044 | loss: 0.0310594 | val_loss: 0.0312424 | Time: 8982.08 ms
[2021-07-12 11:42:48 main:574] : INFO : Epoch 2045 | loss: 0.0310608 | val_loss: 0.0312308 | Time: 8805.65 ms
[2021-07-12 11:42:57 main:574] : INFO : Epoch 2046 | loss: 0.031045 | val_loss: 0.031272 | Time: 9006.86 ms
[2021-07-12 11:43:06 main:574] : INFO : Epoch 2047 | loss: 0.0310387 | val_loss: 0.0312915 | Time: 8949.27 ms
[2021-07-12 11:43:15 main:574] : INFO : Epoch 2048 | loss: 0.0310541 | val_loss: 0.0312576 | Time: 8965.1 ms
[2021-07-12 11:43:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312576
[2021-07-12 11:43:15 main:603] : INFO : Saving end state to config to file
[2021-07-12 11:43:15 main:608] : INFO : Success, exiting..
11:43:15 (11212): 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)