Task 5692360
| Name | ParityMachine-1625097741-30581-2_0 |
| Workunit | 3530111 |
| Created | 7 Jul 2021, 2:11:11 UTC |
| Sent | 12 Jul 2021, 4:20:22 UTC |
| Report deadline | 19 Jul 2021, 4:20:22 UTC |
| Received | 12 Jul 2021, 20:32:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 4 hours 12 min 39 sec |
| CPU time | 4 hours 12 min 28 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 | 4.31 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: 0.0312412 | val_loss: 0.031243 | Time: 4458.3 ms [2021-07-12 21:54:10 main:574] : INFO : Epoch 1543 | loss: 0.0312425 | val_loss: 0.0312443 | Time: 4467.88 ms [2021-07-12 21:54:14 main:574] : INFO : Epoch 1544 | loss: 0.0312424 | val_loss: 0.0312437 | Time: 4466.26 ms [2021-07-12 21:54:19 main:574] : INFO : Epoch 1545 | loss: 0.0312425 | val_loss: 0.0312505 | Time: 4468.24 ms [2021-07-12 21:54:23 main:574] : INFO : Epoch 1546 | loss: 0.0312454 | val_loss: 0.0312504 | Time: 4470.71 ms [2021-07-12 21:54:28 main:574] : INFO : Epoch 1547 | loss: 0.0312431 | val_loss: 0.0312436 | Time: 4458.97 ms [2021-07-12 21:54:32 main:574] : INFO : Epoch 1548 | loss: 0.0312411 | val_loss: 0.0312427 | Time: 4470.48 ms [2021-07-12 21:54:37 main:574] : INFO : Epoch 1549 | loss: 0.0312409 | val_loss: 0.0312429 | Time: 4467.47 ms [2021-07-12 21:54:41 main:574] : INFO : Epoch 1550 | loss: 0.0312412 | val_loss: 0.0312438 | Time: 4462.79 ms [2021-07-12 21:54:46 main:574] : INFO : Epoch 1551 | loss: 0.0312412 | val_loss: 0.0312447 | Time: 4475.03 ms [2021-07-12 21:54:50 main:574] : INFO : Epoch 1552 | loss: 0.0312475 | val_loss: 0.031251 | Time: 4459.37 ms [2021-07-12 21:54:55 main:574] : INFO : Epoch 1553 | loss: 0.0312435 | val_loss: 0.0312434 | Time: 4472.23 ms [2021-07-12 21:54:59 main:574] : INFO : Epoch 1554 | loss: 0.0312422 | val_loss: 0.031243 | Time: 4458.32 ms [2021-07-12 21:55:04 main:574] : INFO : Epoch 1555 | loss: 0.0312416 | val_loss: 0.0312427 | Time: 4476.56 ms [2021-07-12 21:55:08 main:574] : INFO : Epoch 1556 | loss: 0.0312423 | val_loss: 0.0312449 | Time: 4468.12 ms [2021-07-12 21:55:13 main:574] : INFO : Epoch 1557 | loss: 0.0312422 | val_loss: 0.031244 | Time: 4464.09 ms [2021-07-12 21:55:17 main:574] : INFO : Epoch 1558 | loss: 0.0312417 | val_loss: 0.0312431 | Time: 4460.98 ms [2021-07-12 21:55:21 main:574] : INFO : Epoch 1559 | loss: 0.0312416 | val_loss: 0.0312429 | Time: 4463.66 ms [2021-07-12 21:55:26 main:574] : INFO : Epoch 1560 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 4482.45 ms [2021-07-12 21:55:30 main:574] : INFO : Epoch 1561 | loss: 0.0312451 | val_loss: 0.0312497 | Time: 4465.57 ms [2021-07-12 21:55:35 main:574] : INFO : Epoch 1562 | loss: 0.0312447 | val_loss: 0.0312512 | Time: 4470.47 ms [2021-07-12 21:55:39 main:574] : INFO : Epoch 1563 | loss: 0.0312445 | val_loss: 0.0312434 | Time: 4457.57 ms [2021-07-12 21:55:44 main:574] : INFO : Epoch 1564 | loss: 0.0312419 | val_loss: 0.0312435 | Time: 4464.36 ms [2021-07-12 21:55:48 main:574] : INFO : Epoch 1565 | loss: 0.0312426 | val_loss: 0.031244 | Time: 4472.45 ms [2021-07-12 21:55:53 main:574] : INFO : Epoch 1566 | loss: 0.0312411 | val_loss: 0.0312452 | Time: 4464.29 ms [2021-07-12 21:55:57 main:574] : INFO : Epoch 1567 | loss: 0.0312434 | val_loss: 0.0312431 | Time: 4463.17 ms [2021-07-12 21:56:02 main:574] : INFO : Epoch 1568 | loss: 0.0312413 | val_loss: 0.0312434 | Time: 4469.85 ms [2021-07-12 21:56:06 main:574] : INFO : Epoch 1569 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 4473.79 ms [2021-07-12 21:56:11 main:574] : INFO : Epoch 1570 | loss: 0.0312411 | val_loss: 0.0312443 | Time: 4481.08 ms [2021-07-12 21:56:15 main:574] : INFO : Epoch 1571 | loss: 0.0312415 | val_loss: 0.0312431 | Time: 4466.95 ms [2021-07-12 21:56:20 main:574] : INFO : Epoch 1572 | loss: 0.0312411 | val_loss: 0.0312424 | Time: 4474.7 ms [2021-07-12 21:56:24 main:574] : INFO : Epoch 1573 | loss: 0.0312408 | val_loss: 0.0312424 | Time: 4475.25 ms [2021-07-12 21:56:29 main:574] : INFO : Epoch 1574 | loss: 0.0312417 | val_loss: 0.0312438 | Time: 4470.53 ms [2021-07-12 21:56:33 main:574] : INFO : Epoch 1575 | loss: 0.0312417 | val_loss: 0.0312439 | Time: 4470.03 ms [2021-07-12 21:56:38 main:574] : INFO : Epoch 1576 | loss: 0.0312418 | val_loss: 0.0312431 | Time: 4471.4 ms [2021-07-12 21:56:42 main:574] : INFO : Epoch 1577 | loss: 0.0312421 | val_loss: 0.0312444 | Time: 4463.6 ms [2021-07-12 21:56:46 main:574] : INFO : Epoch 1578 | loss: 0.0312416 | val_loss: 0.0312436 | Time: 4473.84 ms [2021-07-12 21:56:51 main:574] : INFO : Epoch 1579 | loss: 0.0312413 | val_loss: 0.0312434 | Time: 4460.97 ms [2021-07-12 21:56:55 main:574] : INFO : Epoch 1580 | loss: 0.0312415 | val_loss: 0.0312427 | Time: 4469.51 ms [2021-07-12 21:57:00 main:574] : INFO : Epoch 1581 | loss: 0.0312419 | val_loss: 0.0312468 | Time: 4460.12 ms [2021-07-12 21:57:04 main:574] : INFO : Epoch 1582 | loss: 0.031246 | val_loss: 0.0312436 | Time: 4463.93 ms [2021-07-12 21:57:09 main:574] : INFO : Epoch 1583 | loss: 0.0312416 | val_loss: 0.0312471 | Time: 4472.62 ms [2021-07-12 21:57:13 main:574] : INFO : Epoch 1584 | loss: 0.0312426 | val_loss: 0.0312438 | Time: 4474.11 ms [2021-07-12 21:57:18 main:574] : INFO : Epoch 1585 | loss: 0.0312415 | val_loss: 0.0312432 | Time: 4465.69 ms [2021-07-12 21:57:22 main:574] : INFO : Epoch 1586 | loss: 0.0312419 | val_loss: 0.0312445 | Time: 4470.38 ms [2021-07-12 21:57:27 main:574] : INFO : Epoch 1587 | loss: 0.0312412 | val_loss: 0.0312438 | Time: 4469.84 ms [2021-07-12 21:57:31 main:574] : INFO : Epoch 1588 | loss: 0.0312417 | val_loss: 0.0312452 | Time: 4468.1 ms [2021-07-12 21:57:36 main:574] : INFO : Epoch 1589 | loss: 0.0312419 | val_loss: 0.0312437 | Time: 4462.23 ms [2021-07-12 21:57:40 main:574] : INFO : Epoch 1590 | loss: 0.0312418 | val_loss: 0.031243 | Time: 4469.35 ms [2021-07-12 21:57:45 main:574] : INFO : Epoch 1591 | loss: 0.031242 | val_loss: 0.0312439 | Time: 4475.21 ms [2021-07-12 21:57:49 main:574] : INFO : Epoch 1592 | loss: 0.0312416 | val_loss: 0.0312427 | Time: 4474.51 ms [2021-07-12 21:57:54 main:574] : INFO : Epoch 1593 | loss: 0.0312418 | val_loss: 0.0312438 | Time: 4467.18 ms [2021-07-12 21:57:58 main:574] : INFO : Epoch 1594 | loss: 0.031241 | val_loss: 0.0312426 | Time: 4469.93 ms [2021-07-12 21:58:02 main:574] : INFO : Epoch 1595 | loss: 0.0312414 | val_loss: 0.0312437 | Time: 4468.01 ms [2021-07-12 21:58:07 main:574] : INFO : Epoch 1596 | loss: 0.0312434 | val_loss: 0.0312426 | Time: 4465.55 ms [2021-07-12 21:58:11 main:574] : INFO : Epoch 1597 | loss: 0.0312416 | val_loss: 0.0312447 | Time: 4468.54 ms [2021-07-12 21:58:16 main:574] : INFO : Epoch 1598 | loss: 0.0312431 | val_loss: 0.0312425 | Time: 4459.77 ms [2021-07-12 21:58:20 main:574] : INFO : Epoch 1599 | loss: 0.0312428 | val_loss: 0.0312449 | Time: 4469.34 ms [2021-07-12 21:58:25 main:574] : INFO : Epoch 1600 | loss: 0.0312435 | val_loss: 0.0312438 | Time: 4468.58 ms [2021-07-12 21:58:29 main:574] : INFO : Epoch 1601 | loss: 0.0312432 | val_loss: 0.0312459 | Time: 4463.78 ms [2021-07-12 21:58:34 main:574] : INFO : Epoch 1602 | loss: 0.0312424 | val_loss: 0.0312462 | Time: 4468.41 ms [2021-07-12 21:58:38 main:574] : INFO : Epoch 1603 | loss: 0.0312416 | val_loss: 0.0312429 | Time: 4477.64 ms [2021-07-12 21:58:43 main:574] : INFO : Epoch 1604 | loss: 0.031241 | val_loss: 0.0312456 | Time: 4472.96 ms [2021-07-12 21:58:47 main:574] : INFO : Epoch 1605 | loss: 0.0312444 | val_loss: 0.0312447 | Time: 4459.18 ms [2021-07-12 21:58:52 main:574] : INFO : Epoch 1606 | loss: 0.0312438 | val_loss: 0.031245 | Time: 4466.97 ms [2021-07-12 21:58:56 main:574] : INFO : Epoch 1607 | loss: 0.0312425 | val_loss: 0.0312437 | Time: 4442.96 ms [2021-07-12 21:59:01 main:574] : INFO : Epoch 1608 | loss: 0.0312426 | val_loss: 0.031244 | Time: 4465.88 ms [2021-07-12 21:59:05 main:574] : INFO : Epoch 1609 | loss: 0.0312427 | val_loss: 0.0312431 | Time: 4459.55 ms [2021-07-12 21:59:10 main:574] : INFO : Epoch 1610 | loss: 0.031243 | val_loss: 0.0312515 | Time: 4460.67 ms [2021-07-12 21:59:14 main:574] : INFO : Epoch 1611 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 4464.8 ms [2021-07-12 21:59:18 main:574] : INFO : Epoch 1612 | loss: 0.0312421 | val_loss: 0.0312431 | Time: 4458.7 ms [2021-07-12 21:59:23 main:574] : INFO : Epoch 1613 | loss: 0.0312425 | val_loss: 0.0312449 | Time: 4473.38 ms [2021-07-12 21:59:27 main:574] : INFO : Epoch 1614 | loss: 0.0312426 | val_loss: 0.0312467 | Time: 4467.16 ms [2021-07-12 21:59:32 main:574] : INFO : Epoch 1615 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 4472.48 ms [2021-07-12 21:59:36 main:574] : INFO : Epoch 1616 | loss: 0.0312413 | val_loss: 0.0312441 | Time: 4459.14 ms [2021-07-12 21:59:41 main:574] : INFO : Epoch 1617 | loss: 0.0312441 | val_loss: 0.031264 | Time: 4472.93 ms [2021-07-12 21:59:45 main:574] : INFO : Epoch 1618 | loss: 0.0312489 | val_loss: 0.0312629 | Time: 4470.94 ms [2021-07-12 21:59:50 main:574] : INFO : Epoch 1619 | loss: 0.0312454 | val_loss: 0.0312439 | Time: 4470.42 ms [2021-07-12 21:59:54 main:574] : INFO : Epoch 1620 | loss: 0.0312455 | val_loss: 0.0312437 | Time: 4469.55 ms [2021-07-12 21:59:59 main:574] : INFO : Epoch 1621 | loss: 0.0312418 | val_loss: 0.0312429 | Time: 4472.11 ms [2021-07-12 22:00:03 main:574] : INFO : Epoch 1622 | loss: 0.0312413 | val_loss: 0.0312438 | Time: 4467.44 ms [2021-07-12 22:00:08 main:574] : INFO : Epoch 1623 | loss: 0.0312441 | val_loss: 0.0312455 | Time: 4457.52 ms [2021-07-12 22:00:12 main:574] : INFO : Epoch 1624 | loss: 0.0312411 | val_loss: 0.0312437 | Time: 4474.7 ms [2021-07-12 22:00:17 main:574] : INFO : Epoch 1625 | loss: 0.0312416 | val_loss: 0.0312431 | Time: 4468.49 ms [2021-07-12 22:00:21 main:574] : INFO : Epoch 1626 | loss: 0.0312411 | val_loss: 0.0312435 | Time: 4459.63 ms [2021-07-12 22:00:26 main:574] : INFO : Epoch 1627 | loss: 0.0312418 | val_loss: 0.0312438 | Time: 4463.6 ms [2021-07-12 22:00:30 main:574] : INFO : Epoch 1628 | loss: 0.0312429 | val_loss: 0.031243 | Time: 4475.08 ms [2021-07-12 22:00:34 main:574] : INFO : Epoch 1629 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 4461.63 ms [2021-07-12 22:00:39 main:574] : INFO : Epoch 1630 | loss: 0.0312421 | val_loss: 0.0312431 | Time: 4458.92 ms [2021-07-12 22:00:43 main:574] : INFO : Epoch 1631 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 4468.92 ms [2021-07-12 22:00:48 main:574] : INFO : Epoch 1632 | loss: 0.0312414 | val_loss: 0.0312433 | Time: 4462.51 ms [2021-07-12 22:00:52 main:574] : INFO : Epoch 1633 | loss: 0.0312412 | val_loss: 0.0312438 | Time: 4470.01 ms [2021-07-12 22:00:57 main:574] : INFO : Epoch 1634 | loss: 0.031242 | val_loss: 0.0312431 | Time: 4479.34 ms [2021-07-12 22:01:01 main:574] : INFO : Epoch 1635 | loss: 0.0312416 | val_loss: 0.0312499 | Time: 4466.81 ms [2021-07-12 22:01:06 main:574] : INFO : Epoch 1636 | loss: 0.0312444 | val_loss: 0.0312487 | Time: 4466.99 ms [2021-07-12 22:01:10 main:574] : INFO : Epoch 1637 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 4482.48 ms [2021-07-12 22:01:15 main:574] : INFO : Epoch 1638 | loss: 0.0312415 | val_loss: 0.0312427 | Time: 4467.6 ms [2021-07-12 22:01:19 main:574] : INFO : Epoch 1639 | loss: 0.0312413 | val_loss: 0.0312424 | Time: 4467.85 ms [2021-07-12 22:01:24 main:574] : INFO : Epoch 1640 | loss: 0.031243 | val_loss: 0.0312467 | Time: 4470.8 ms [2021-07-12 22:01:28 main:574] : INFO : Epoch 1641 | loss: 0.0312435 | val_loss: 0.0312439 | Time: 4466.31 ms [2021-07-12 22:01:33 main:574] : INFO : Epoch 1642 | loss: 0.0312433 | val_loss: 0.0312504 | Time: 4470.84 ms [2021-07-12 22:01:37 main:574] : INFO : Epoch 1643 | loss: 0.0312428 | val_loss: 0.0312431 | Time: 4464.24 ms [2021-07-12 22:01:42 main:574] : INFO : Epoch 1644 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 4471.21 ms [2021-07-12 22:01:46 main:574] : INFO : Epoch 1645 | loss: 0.0312433 | val_loss: 0.0312457 | Time: 4473.89 ms [2021-07-12 22:01:51 main:574] : INFO : Epoch 1646 | loss: 0.0312431 | val_loss: 0.0312441 | Time: 4466.71 ms [2021-07-12 22:01:55 main:574] : INFO : Epoch 1647 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 4466.79 ms [2021-07-12 22:01:59 main:574] : INFO : Epoch 1648 | loss: 0.0312423 | val_loss: 0.0312431 | Time: 4471.4 ms [2021-07-12 22:02:04 main:574] : INFO : Epoch 1649 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 4464.15 ms [2021-07-12 22:02:08 main:574] : INFO : Epoch 1650 | loss: 0.0312433 | val_loss: 0.031243 | Time: 4456.46 ms [2021-07-12 22:02:13 main:574] : INFO : Epoch 1651 | loss: 0.031242 | val_loss: 0.0312437 | Time: 4470.25 ms [2021-07-12 22:02:17 main:574] : INFO : Epoch 1652 | loss: 0.0312419 | val_loss: 0.0312429 | Time: 4456.45 ms [2021-07-12 22:02:22 main:574] : INFO : Epoch 1653 | loss: 0.031242 | val_loss: 0.0312432 | Time: 4463.51 ms [2021-07-12 22:02:26 main:574] : INFO : Epoch 1654 | loss: 0.0312412 | val_loss: 0.0312428 | Time: 4464.91 ms [2021-07-12 22:02:31 main:574] : INFO : Epoch 1655 | loss: 0.031241 | val_loss: 0.0312426 | Time: 4482.03 ms [2021-07-12 22:02:35 main:574] : INFO : Epoch 1656 | loss: 0.0312413 | val_loss: 0.0312426 | Time: 4470.37 ms [2021-07-12 22:02:40 main:574] : INFO : Epoch 1657 | loss: 0.0312419 | val_loss: 0.0312455 | Time: 4469.56 ms [2021-07-12 22:02:44 main:574] : INFO : Epoch 1658 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 4465.19 ms [2021-07-12 22:02:49 main:574] : INFO : Epoch 1659 | loss: 0.0312416 | val_loss: 0.0312433 | Time: 4463.73 ms [2021-07-12 22:02:53 main:574] : INFO : Epoch 1660 | loss: 0.0312412 | val_loss: 0.0312425 | Time: 4463 ms [2021-07-12 22:02:58 main:574] : INFO : Epoch 1661 | loss: 0.0312412 | val_loss: 0.0312442 | Time: 4461.28 ms [2021-07-12 22:03:02 main:574] : INFO : Epoch 1662 | loss: 0.0312419 | val_loss: 0.0312429 | Time: 4466.68 ms [2021-07-12 22:03:06 main:574] : INFO : Epoch 1663 | loss: 0.0312423 | val_loss: 0.031244 | Time: 4465.53 ms [2021-07-12 22:03:11 main:574] : INFO : Epoch 1664 | loss: 0.0312417 | val_loss: 0.0312435 | Time: 4479.05 ms [2021-07-12 22:03:15 main:574] : INFO : Epoch 1665 | loss: 0.0312417 | val_loss: 0.0312435 | Time: 4467.94 ms [2021-07-12 22:03:20 main:574] : INFO : Epoch 1666 | loss: 0.0312417 | val_loss: 0.0312435 | Time: 4464.31 ms [2021-07-12 22:03:24 main:574] : INFO : Epoch 1667 | loss: 0.0312423 | val_loss: 0.031244 | Time: 4465.89 ms [2021-07-12 22:03:29 main:574] : INFO : Epoch 1668 | loss: 0.0312417 | val_loss: 0.031244 | Time: 4472.1 ms [2021-07-12 22:03:33 main:574] : INFO : Epoch 1669 | loss: 0.0312421 | val_loss: 0.0312434 | Time: 4464.91 ms [2021-07-12 22:03:38 main:574] : INFO : Epoch 1670 | loss: 0.0312421 | val_loss: 0.0312442 | Time: 4477.74 ms [2021-07-12 22:03:42 main:574] : INFO : Epoch 1671 | loss: 0.0312422 | val_loss: 0.0312461 | Time: 4454.46 ms [2021-07-12 22:03:47 main:574] : INFO : Epoch 1672 | loss: 0.0312431 | val_loss: 0.0312443 | Time: 4480.81 ms [2021-07-12 22:03:51 main:574] : INFO : Epoch 1673 | loss: 0.0312415 | val_loss: 0.0312436 | Time: 4462.87 ms [2021-07-12 22:03:56 main:574] : INFO : Epoch 1674 | loss: 0.0312417 | val_loss: 0.0312452 | Time: 4475.09 ms [2021-07-12 22:04:00 main:574] : INFO : Epoch 1675 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 4475.25 ms [2021-07-12 22:04:05 main:574] : INFO : Epoch 1676 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 4474.25 ms [2021-07-12 22:04:09 main:574] : INFO : Epoch 1677 | loss: 0.0312415 | val_loss: 0.0312441 | Time: 4473.25 ms [2021-07-12 22:04:14 main:574] : INFO : Epoch 1678 | loss: 0.0312423 | val_loss: 0.0312441 | Time: 4469.76 ms [2021-07-12 22:04:18 main:574] : INFO : Epoch 1679 | loss: 0.0312411 | val_loss: 0.0312427 | Time: 4469.47 ms [2021-07-12 22:04:23 main:574] : INFO : Epoch 1680 | loss: 0.0312411 | val_loss: 0.0312442 | Time: 4468.13 ms [2021-07-12 22:04:27 main:574] : INFO : Epoch 1681 | loss: 0.0312423 | val_loss: 0.0312434 | Time: 4464.78 ms [2021-07-12 22:04:31 main:574] : INFO : Epoch 1682 | loss: 0.0312422 | val_loss: 0.0312452 | Time: 4463.84 ms [2021-07-12 22:04:36 main:574] : INFO : Epoch 1683 | loss: 0.0312422 | val_loss: 0.031244 | Time: 4467.82 ms [2021-07-12 22:04:40 main:574] : INFO : Epoch 1684 | loss: 0.0312419 | val_loss: 0.0312436 | Time: 4471.44 ms [2021-07-12 22:04:45 main:574] : INFO : Epoch 1685 | loss: 0.0312414 | val_loss: 0.0312427 | Time: 4461.69 ms [2021-07-12 22:04:49 main:574] : INFO : Epoch 1686 | loss: 0.0312417 | val_loss: 0.031243 | Time: 4458.24 ms [2021-07-12 22:04:54 main:574] : INFO : Epoch 1687 | loss: 0.031243 | val_loss: 0.0312453 | Time: 4460.62 ms [2021-07-12 22:04:58 main:574] : INFO : Epoch 1688 | loss: 0.0312423 | val_loss: 0.031245 | Time: 4459.9 ms [2021-07-12 22:05:03 main:574] : INFO : Epoch 1689 | loss: 0.031243 | val_loss: 0.0312466 | Time: 4464.63 ms [2021-07-12 22:05:07 main:574] : INFO : Epoch 1690 | loss: 0.031247 | val_loss: 0.0312448 | Time: 4468.78 ms [2021-07-12 22:05:12 main:574] : INFO : Epoch 1691 | loss: 0.0312443 | val_loss: 0.0312494 | Time: 4458.58 ms [2021-07-12 22:05:16 main:574] : INFO : Epoch 1692 | loss: 0.0312426 | val_loss: 0.0312432 | Time: 4467.13 ms [2021-07-12 22:05:21 main:574] : INFO : Epoch 1693 | loss: 0.0312421 | val_loss: 0.0312462 | Time: 4461.24 ms [2021-07-12 22:05:25 main:574] : INFO : Epoch 1694 | loss: 0.0312419 | val_loss: 0.0312441 | Time: 4457.99 ms [2021-07-12 22:05:30 main:574] : INFO : Epoch 1695 | loss: 0.0312419 | val_loss: 0.0312446 | Time: 4463.1 ms [2021-07-12 22:05:34 main:574] : INFO : Epoch 1696 | loss: 0.0312418 | val_loss: 0.0312432 | Time: 4449.26 ms [2021-07-12 22:05:38 main:574] : INFO : Epoch 1697 | loss: 0.0312416 | val_loss: 0.0312433 | Time: 4466.55 ms [2021-07-12 22:05:43 main:574] : INFO : Epoch 1698 | loss: 0.0312418 | val_loss: 0.031243 | Time: 4455.4 ms [2021-07-12 22:05:47 main:574] : INFO : Epoch 1699 | loss: 0.0312424 | val_loss: 0.0312433 | Time: 4463.08 ms [2021-07-12 22:05:52 main:574] : INFO : Epoch 1700 | loss: 0.0312417 | val_loss: 0.0312434 | Time: 4473.73 ms [2021-07-12 22:05:56 main:574] : INFO : Epoch 1701 | loss: 0.031242 | val_loss: 0.0312427 | Time: 4467.75 ms [2021-07-12 22:06:01 main:574] : INFO : Epoch 1702 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 4460.79 ms [2021-07-12 22:06:05 main:574] : INFO : Epoch 1703 | loss: 0.031246 | val_loss: 0.0312428 | Time: 4465.07 ms [2021-07-12 22:06:10 main:574] : INFO : Epoch 1704 | loss: 0.0312436 | val_loss: 0.0312456 | Time: 4473.05 ms [2021-07-12 22:06:14 main:574] : INFO : Epoch 1705 | loss: 0.0312421 | val_loss: 0.0312439 | Time: 4476.58 ms [2021-07-12 22:06:19 main:574] : INFO : Epoch 1706 | loss: 0.0312417 | val_loss: 0.0312426 | Time: 4469.43 ms [2021-07-12 22:06:23 main:574] : INFO : Epoch 1707 | loss: 0.0312412 | val_loss: 0.0312429 | Time: 4469.9 ms [2021-07-12 22:06:28 main:574] : INFO : Epoch 1708 | loss: 0.0312411 | val_loss: 0.031244 | Time: 4468.34 ms [2021-07-12 22:06:32 main:574] : INFO : Epoch 1709 | loss: 0.0312412 | val_loss: 0.0312434 | Time: 4466.11 ms [2021-07-12 22:06:37 main:574] : INFO : Epoch 1710 | loss: 0.0312426 | val_loss: 0.0312452 | Time: 4462.61 ms [2021-07-12 22:06:41 main:574] : INFO : Epoch 1711 | loss: 0.0312432 | val_loss: 0.031247 | Time: 4467.56 ms [2021-07-12 22:06:46 main:574] : INFO : Epoch 1712 | loss: 0.0312428 | val_loss: 0.0312434 | Time: 4467.94 ms [2021-07-12 22:06:50 main:574] : INFO : Epoch 1713 | loss: 0.0312411 | val_loss: 0.0312428 | Time: 4458.13 ms [2021-07-12 22:06:54 main:574] : INFO : Epoch 1714 | loss: 0.0312436 | val_loss: 0.0312442 | Time: 4460.52 ms [2021-07-12 22:06:59 main:574] : INFO : Epoch 1715 | loss: 0.0312418 | val_loss: 0.0312442 | Time: 4467.9 ms [2021-07-12 22:07:03 main:574] : INFO : Epoch 1716 | loss: 0.0312416 | val_loss: 0.0312472 | Time: 4470.1 ms [2021-07-12 22:07:08 main:574] : INFO : Epoch 1717 | loss: 0.0312444 | val_loss: 0.0312469 | Time: 4467.31 ms [2021-07-12 22:07:12 main:574] : INFO : Epoch 1718 | loss: 0.0312419 | val_loss: 0.0312438 | Time: 4471.4 ms [2021-07-12 22:07:17 main:574] : INFO : Epoch 1719 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 4469.54 ms [2021-07-12 22:07:21 main:574] : INFO : Epoch 1720 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 4473.47 ms [2021-07-12 22:07:26 main:574] : INFO : Epoch 1721 | loss: 0.0312436 | val_loss: 0.0312486 | Time: 4472.11 ms [2021-07-12 22:07:30 main:574] : INFO : Epoch 1722 | loss: 0.0312428 | val_loss: 0.031245 | Time: 4458.14 ms [2021-07-12 22:07:35 main:574] : INFO : Epoch 1723 | loss: 0.0312419 | val_loss: 0.0312426 | Time: 4463.54 ms [2021-07-12 22:07:39 main:574] : INFO : Epoch 1724 | loss: 0.0312414 | val_loss: 0.0312431 | Time: 4470.78 ms [2021-07-12 22:07:44 main:574] : INFO : Epoch 1725 | loss: 0.0312433 | val_loss: 0.0312449 | Time: 4471.1 ms [2021-07-12 22:07:48 main:574] : INFO : Epoch 1726 | loss: 0.0312415 | val_loss: 0.0312434 | Time: 4470.18 ms [2021-07-12 22:07:53 main:574] : INFO : Epoch 1727 | loss: 0.0312424 | val_loss: 0.0312434 | Time: 4469.93 ms [2021-07-12 22:07:57 main:574] : INFO : Epoch 1728 | loss: 0.0312412 | val_loss: 0.0312429 | Time: 4466.51 ms [2021-07-12 22:08:02 main:574] : INFO : Epoch 1729 | loss: 0.0312438 | val_loss: 0.0312446 | Time: 4464.01 ms [2021-07-12 22:08:06 main:574] : INFO : Epoch 1730 | loss: 0.0312428 | val_loss: 0.0312438 | Time: 4464.97 ms [2021-07-12 22:08:10 main:574] : INFO : Epoch 1731 | loss: 0.0312437 | val_loss: 0.0312435 | Time: 4457.25 ms [2021-07-12 22:08:15 main:574] : INFO : Epoch 1732 | loss: 0.0312423 | val_loss: 0.0312428 | Time: 4469.54 ms [2021-07-12 22:08:19 main:574] : INFO : Epoch 1733 | loss: 0.0312413 | val_loss: 0.0312427 | Time: 4480.28 ms [2021-07-12 22:08:24 main:574] : INFO : Epoch 1734 | loss: 0.0312424 | val_loss: 0.0312463 | Time: 4471.81 ms [2021-07-12 22:08:28 main:574] : INFO : Epoch 1735 | loss: 0.0312418 | val_loss: 0.0312449 | Time: 4474.67 ms [2021-07-12 22:08:33 main:574] : INFO : Epoch 1736 | loss: 0.031244 | val_loss: 0.0312459 | Time: 4481.13 ms [2021-07-12 22:08:37 main:574] : INFO : Epoch 1737 | loss: 0.0312435 | val_loss: 0.0312449 | Time: 4470.42 ms [2021-07-12 22:08:42 main:574] : INFO : Epoch 1738 | loss: 0.0312431 | val_loss: 0.0312444 | Time: 4466.06 ms [2021-07-12 22:08:46 main:574] : INFO : Epoch 1739 | loss: 0.0312419 | val_loss: 0.0312435 | Time: 4476.99 ms [2021-07-12 22:08:51 main:574] : INFO : Epoch 1740 | loss: 0.0312418 | val_loss: 0.0312457 | Time: 4472.12 ms [2021-07-12 22:08:55 main:574] : INFO : Epoch 1741 | loss: 0.031242 | val_loss: 0.0312445 | Time: 4463.83 ms [2021-07-12 22:09:00 main:574] : INFO : Epoch 1742 | loss: 0.0312424 | val_loss: 0.0312433 | Time: 4466.02 ms [2021-07-12 22:09:04 main:574] : INFO : Epoch 1743 | loss: 0.0312423 | val_loss: 0.0312475 | Time: 4463.75 ms [2021-07-12 22:09:09 main:574] : INFO : Epoch 1744 | loss: 0.0312439 | val_loss: 0.0312492 | Time: 4476.94 ms [2021-07-12 22:09:13 main:574] : INFO : Epoch 1745 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 4466.34 ms [2021-07-12 22:09:18 main:574] : INFO : Epoch 1746 | loss: 0.0312414 | val_loss: 0.0312434 | Time: 4472.13 ms [2021-07-12 22:09:22 main:574] : INFO : Epoch 1747 | loss: 0.0312427 | val_loss: 0.0312456 | Time: 4473.3 ms [2021-07-12 22:09:27 main:574] : INFO : Epoch 1748 | loss: 0.0312428 | val_loss: 0.0312431 | Time: 4468.96 ms [2021-07-12 22:09:31 main:574] : INFO : Epoch 1749 | loss: 0.031242 | val_loss: 0.0312441 | Time: 4472.71 ms [2021-07-12 22:09:36 main:574] : INFO : Epoch 1750 | loss: 0.0312413 | val_loss: 0.0312429 | Time: 4472.05 ms [2021-07-12 22:09:40 main:574] : INFO : Epoch 1751 | loss: 0.0312418 | val_loss: 0.0312436 | Time: 4471.69 ms [2021-07-12 22:09:44 main:574] : INFO : Epoch 1752 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 4475.97 ms [2021-07-12 22:09:49 main:574] : INFO : Epoch 1753 | loss: 0.0312418 | val_loss: 0.0312451 | Time: 4478.78 ms [2021-07-12 22:09:53 main:574] : INFO : Epoch 1754 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 4462.51 ms [2021-07-12 22:09:58 main:574] : INFO : Epoch 1755 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 4457.36 ms [2021-07-12 22:10:02 main:574] : INFO : Epoch 1756 | loss: 0.0312419 | val_loss: 0.0312433 | Time: 4455.07 ms [2021-07-12 22:10:07 main:574] : INFO : Epoch 1757 | loss: 0.0312417 | val_loss: 0.0312431 | Time: 4474 ms [2021-07-12 22:10:11 main:574] : INFO : Epoch 1758 | loss: 0.0312414 | val_loss: 0.031245 | Time: 4463.24 ms [2021-07-12 22:10:16 main:574] : INFO : Epoch 1759 | loss: 0.0312416 | val_loss: 0.0312435 | Time: 4468.24 ms [2021-07-12 22:10:20 main:574] : INFO : Epoch 1760 | loss: 0.0312416 | val_loss: 0.0312459 | Time: 4472.55 ms [2021-07-12 22:10:25 main:574] : INFO : Epoch 1761 | loss: 0.0312417 | val_loss: 0.0312427 | Time: 4468.5 ms [2021-07-12 22:10:29 main:574] : INFO : Epoch 1762 | loss: 0.0312417 | val_loss: 0.0312432 | Time: 4463.48 ms [2021-07-12 22:10:34 main:574] : INFO : Epoch 1763 | loss: 0.0312417 | val_loss: 0.0312425 | Time: 4481.83 ms [2021-07-12 22:10:38 main:574] : INFO : Epoch 1764 | loss: 0.0312412 | val_loss: 0.0312429 | Time: 4473.56 ms [2021-07-12 22:10:43 main:574] : INFO : Epoch 1765 | loss: 0.0312416 | val_loss: 0.0312464 | Time: 4469.45 ms [2021-07-12 22:10:47 main:574] : INFO : Epoch 1766 | loss: 0.0312417 | val_loss: 0.031244 | Time: 4466.55 ms [2021-07-12 22:10:52 main:574] : INFO : Epoch 1767 | loss: 0.0312427 | val_loss: 0.0312445 | Time: 4468.76 ms [2021-07-12 22:10:56 main:574] : INFO : Epoch 1768 | loss: 0.031243 | val_loss: 0.0312434 | Time: 4472.45 ms [2021-07-12 22:11:00 main:574] : INFO : Epoch 1769 | loss: 0.0312426 | val_loss: 0.0312425 | Time: 4468.15 ms [2021-07-12 22:11:05 main:574] : INFO : Epoch 1770 | loss: 0.0312416 | val_loss: 0.0312437 | Time: 4472.39 ms [2021-07-12 22:11:09 main:574] : INFO : Epoch 1771 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 4474.79 ms [2021-07-12 22:11:14 main:574] : INFO : Epoch 1772 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 4477.04 ms [2021-07-12 22:11:18 main:574] : INFO : Epoch 1773 | loss: 0.0312422 | val_loss: 0.0312438 | Time: 4471.42 ms [2021-07-12 22:11:23 main:574] : INFO : Epoch 1774 | loss: 0.0312433 | val_loss: 0.0312461 | Time: 4468.74 ms [2021-07-12 22:11:27 main:574] : INFO : Epoch 1775 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 4465.9 ms [2021-07-12 22:11:32 main:574] : INFO : Epoch 1776 | loss: 0.0312421 | val_loss: 0.0312466 | Time: 4468.28 ms [2021-07-12 22:11:36 main:574] : INFO : Epoch 1777 | loss: 0.0312418 | val_loss: 0.0312438 | Time: 4477.29 ms [2021-07-12 22:11:41 main:574] : INFO : Epoch 1778 | loss: 0.0312428 | val_loss: 0.0312464 | Time: 4471.56 ms [2021-07-12 22:11:45 main:574] : INFO : Epoch 1779 | loss: 0.0312438 | val_loss: 0.0312446 | Time: 4468.14 ms [2021-07-12 22:11:50 main:574] : INFO : Epoch 1780 | loss: 0.0312433 | val_loss: 0.031243 | Time: 4472.96 ms [2021-07-12 22:11:54 main:574] : INFO : Epoch 1781 | loss: 0.0312426 | val_loss: 0.031244 | Time: 4467.69 ms [2021-07-12 22:11:59 main:574] : INFO : Epoch 1782 | loss: 0.0312428 | val_loss: 0.0312435 | Time: 4469.84 ms [2021-07-12 22:12:03 main:574] : INFO : Epoch 1783 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 4460.9 ms [2021-07-12 22:12:08 main:574] : INFO : Epoch 1784 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 4474.05 ms [2021-07-12 22:12:12 main:574] : INFO : Epoch 1785 | loss: 0.0312418 | val_loss: 0.0312449 | Time: 4462.42 ms [2021-07-12 22:12:17 main:574] : INFO : Epoch 1786 | loss: 0.0312425 | val_loss: 0.0312436 | Time: 4450.23 ms [2021-07-12 22:12:21 main:574] : INFO : Epoch 1787 | loss: 0.0312421 | val_loss: 0.0312432 | Time: 4468.41 ms [2021-07-12 22:12:25 main:574] : INFO : Epoch 1788 | loss: 0.0312415 | val_loss: 0.0312446 | Time: 4469.5 ms [2021-07-12 22:12:30 main:574] : INFO : Epoch 1789 | loss: 0.0312428 | val_loss: 0.0312431 | Time: 4469.28 ms [2021-07-12 22:12:34 main:574] : INFO : Epoch 1790 | loss: 0.0312418 | val_loss: 0.0312438 | Time: 4465.76 ms [2021-07-12 22:12:39 main:574] : INFO : Epoch 1791 | loss: 0.0312417 | val_loss: 0.0312426 | Time: 4472.18 ms [2021-07-12 22:12:43 main:574] : INFO : Epoch 1792 | loss: 0.0312427 | val_loss: 0.0312431 | Time: 4465.17 ms [2021-07-12 22:12:48 main:574] : INFO : Epoch 1793 | loss: 0.0312418 | val_loss: 0.0312435 | Time: 4463.92 ms [2021-07-12 22:12:52 main:574] : INFO : Epoch 1794 | loss: 0.0312428 | val_loss: 0.0312436 | Time: 4467.1 ms [2021-07-12 22:12:57 main:574] : INFO : Epoch 1795 | loss: 0.0312439 | val_loss: 0.031244 | Time: 4462.93 ms [2021-07-12 22:13:01 main:574] : INFO : Epoch 1796 | loss: 0.0312429 | val_loss: 0.0312447 | Time: 4471.93 ms [2021-07-12 22:13:06 main:574] : INFO : Epoch 1797 | loss: 0.031242 | val_loss: 0.0312428 | Time: 4455.72 ms [2021-07-12 22:13:10 main:574] : INFO : Epoch 1798 | loss: 0.031241 | val_loss: 0.0312428 | Time: 4483.71 ms [2021-07-12 22:13:15 main:574] : INFO : Epoch 1799 | loss: 0.0312412 | val_loss: 0.0312452 | Time: 4463.76 ms [2021-07-12 22:13:19 main:574] : INFO : Epoch 1800 | loss: 0.0312418 | val_loss: 0.0312435 | Time: 4470.17 ms [2021-07-12 22:13:24 main:574] : INFO : Epoch 1801 | loss: 0.0312434 | val_loss: 0.0312479 | Time: 4468.19 ms [2021-07-12 22:13:28 main:574] : INFO : Epoch 1802 | loss: 0.0312436 | val_loss: 0.0312442 | Time: 4470.46 ms [2021-07-12 22:13:33 main:574] : INFO : Epoch 1803 | loss: 0.0312425 | val_loss: 0.0312433 | Time: 4471.79 ms [2021-07-12 22:13:37 main:574] : INFO : Epoch 1804 | loss: 0.0312413 | val_loss: 0.0312431 | Time: 4475.97 ms [2021-07-12 22:13:42 main:574] : INFO : Epoch 1805 | loss: 0.0312416 | val_loss: 0.031243 | Time: 4456.84 ms [2021-07-12 22:13:46 main:574] : INFO : Epoch 1806 | loss: 0.031243 | val_loss: 0.0312449 | Time: 4462.07 ms [2021-07-12 22:13:50 main:574] : INFO : Epoch 1807 | loss: 0.0312417 | val_loss: 0.0312436 | Time: 4463.42 ms [2021-07-12 22:13:55 main:574] : INFO : Epoch 1808 | loss: 0.0312417 | val_loss: 0.0312429 | Time: 4462.24 ms [2021-07-12 22:13:59 main:574] : INFO : Epoch 1809 | loss: 0.0312411 | val_loss: 0.0312435 | Time: 4465.62 ms [2021-07-12 22:14:04 main:574] : INFO : Epoch 1810 | loss: 0.0312416 | val_loss: 0.0312428 | Time: 4470.68 ms [2021-07-12 22:14:08 main:574] : INFO : Epoch 1811 | loss: 0.0312418 | val_loss: 0.0312445 | Time: 4460.77 ms [2021-07-12 22:14:13 main:574] : INFO : Epoch 1812 | loss: 0.0312424 | val_loss: 0.0312482 | Time: 4476.74 ms [2021-07-12 22:14:17 main:574] : INFO : Epoch 1813 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 4471.64 ms [2021-07-12 22:14:22 main:574] : INFO : Epoch 1814 | loss: 0.0312415 | val_loss: 0.0312435 | Time: 4466.82 ms [2021-07-12 22:14:26 main:574] : INFO : Epoch 1815 | loss: 0.0312417 | val_loss: 0.0312445 | Time: 4458.13 ms [2021-07-12 22:14:31 main:574] : INFO : Epoch 1816 | loss: 0.031242 | val_loss: 0.0312433 | Time: 4466.81 ms [2021-07-12 22:14:35 main:574] : INFO : Epoch 1817 | loss: 0.0312418 | val_loss: 0.0312435 | Time: 4461.56 ms [2021-07-12 22:14:40 main:574] : INFO : Epoch 1818 | loss: 0.0312423 | val_loss: 0.0312452 | Time: 4469.53 ms [2021-07-12 22:14:44 main:574] : INFO : Epoch 1819 | loss: 0.0312431 | val_loss: 0.0312434 | Time: 4452.23 ms [2021-07-12 22:14:49 main:574] : INFO : Epoch 1820 | loss: 0.0312417 | val_loss: 0.0312434 | Time: 4467.91 ms [2021-07-12 22:14:53 main:574] : INFO : Epoch 1821 | loss: 0.0312413 | val_loss: 0.0312431 | Time: 4476.46 ms [2021-07-12 22:14:57 main:574] : INFO : Epoch 1822 | loss: 0.0312416 | val_loss: 0.0312435 | Time: 4465.41 ms [2021-07-12 22:15:02 main:574] : INFO : Epoch 1823 | loss: 0.0312414 | val_loss: 0.0312439 | Time: 4468.81 ms [2021-07-12 22:15:06 main:574] : INFO : Epoch 1824 | loss: 0.0312414 | val_loss: 0.0312432 | Time: 4471.4 ms [2021-07-12 22:15:11 main:574] : INFO : Epoch 1825 | loss: 0.0312416 | val_loss: 0.0312433 | Time: 4476.41 ms [2021-07-12 22:15:15 main:574] : INFO : Epoch 1826 | loss: 0.031242 | val_loss: 0.0312444 | Time: 4453.72 ms [2021-07-12 22:15:20 main:574] : INFO : Epoch 1827 | loss: 0.0312418 | val_loss: 0.031243 | Time: 4466.44 ms [2021-07-12 22:15:24 main:574] : INFO : Epoch 1828 | loss: 0.0312419 | val_loss: 0.0312425 | Time: 4457.81 ms [2021-07-12 22:15:29 main:574] : INFO : Epoch 1829 | loss: 0.0312414 | val_loss: 0.0312425 | Time: 4463.9 ms [2021-07-12 22:15:33 main:574] : INFO : Epoch 1830 | loss: 0.0312414 | val_loss: 0.0312437 | Time: 4451.75 ms [2021-07-12 22:15:38 main:574] : INFO : Epoch 1831 | loss: 0.0312412 | val_loss: 0.031244 | Time: 4456.41 ms [2021-07-12 22:15:42 main:574] : INFO : Epoch 1832 | loss: 0.0312416 | val_loss: 0.031245 | Time: 4464.09 ms [2021-07-12 22:15:47 main:574] : INFO : Epoch 1833 | loss: 0.0312417 | val_loss: 0.0312431 | Time: 4472.51 ms [2021-07-12 22:15:51 main:574] : INFO : Epoch 1834 | loss: 0.0312422 | val_loss: 0.031243 | Time: 4466.75 ms [2021-07-12 22:15:56 main:574] : INFO : Epoch 1835 | loss: 0.0312421 | val_loss: 0.0312444 | Time: 4471.72 ms [2021-07-12 22:16:00 main:574] : INFO : Epoch 1836 | loss: 0.0312417 | val_loss: 0.0312447 | Time: 4479.85 ms [2021-07-12 22:16:05 main:574] : INFO : Epoch 1837 | loss: 0.0312419 | val_loss: 0.0312433 | Time: 4467.68 ms [2021-07-12 22:16:09 main:574] : INFO : Epoch 1838 | loss: 0.0312416 | val_loss: 0.0312439 | Time: 4454.71 ms [2021-07-12 22:16:13 main:574] : INFO : Epoch 1839 | loss: 0.0312415 | val_loss: 0.0312432 | Time: 4471.57 ms [2021-07-12 22:16:18 main:574] : INFO : Epoch 1840 | loss: 0.0312414 | val_loss: 0.0312447 | Time: 4476.38 ms [2021-07-12 22:16:22 main:574] : INFO : Epoch 1841 | loss: 0.031245 | val_loss: 0.0312448 | Time: 4470.91 ms [2021-07-12 22:16:27 main:574] : INFO : Epoch 1842 | loss: 0.0312435 | val_loss: 0.0312438 | Time: 4463.98 ms [2021-07-12 22:16:31 main:574] : INFO : Epoch 1843 | loss: 0.0312418 | val_loss: 0.0312447 | Time: 4472.41 ms [2021-07-12 22:16:36 main:574] : INFO : Epoch 1844 | loss: 0.0312431 | val_loss: 0.0312436 | Time: 4455.51 ms [2021-07-12 22:16:40 main:574] : INFO : Epoch 1845 | loss: 0.0312422 | val_loss: 0.0312442 | Time: 4475.27 ms [2021-07-12 22:16:45 main:574] : INFO : Epoch 1846 | loss: 0.0312418 | val_loss: 0.0312436 | Time: 4468.85 ms [2021-07-12 22:16:49 main:574] : INFO : Epoch 1847 | loss: 0.0312414 | val_loss: 0.0312476 | Time: 4470.17 ms [2021-07-12 22:16:54 main:574] : INFO : Epoch 1848 | loss: 0.0312426 | val_loss: 0.0312429 | Time: 4465.42 ms [2021-07-12 22:16:58 main:574] : INFO : Epoch 1849 | loss: 0.0312416 | val_loss: 0.0312437 | Time: 4468.25 ms [2021-07-12 22:17:03 main:574] : INFO : Epoch 1850 | loss: 0.0312417 | val_loss: 0.0312442 | Time: 4462.01 ms [2021-07-12 22:17:07 main:574] : INFO : Epoch 1851 | loss: 0.0312414 | val_loss: 0.0312431 | Time: 4474.34 ms [2021-07-12 22:17:12 main:574] : INFO : Epoch 1852 | loss: 0.0312418 | val_loss: 0.031244 | Time: 4474.23 ms [2021-07-12 22:17:16 main:574] : INFO : Epoch 1853 | loss: 0.0312439 | val_loss: 0.0312471 | Time: 4466.58 ms [2021-07-12 22:17:21 main:574] : INFO : Epoch 1854 | loss: 0.0312428 | val_loss: 0.0312448 | Time: 4476.9 ms [2021-07-12 22:17:25 main:574] : INFO : Epoch 1855 | loss: 0.031242 | val_loss: 0.0312432 | Time: 4468.82 ms [2021-07-12 22:17:29 main:574] : INFO : Epoch 1856 | loss: 0.0312417 | val_loss: 0.0312444 | Time: 4454.63 ms [2021-07-12 22:17:34 main:574] : INFO : Epoch 1857 | loss: 0.0312413 | val_loss: 0.0312438 | Time: 4466 ms [2021-07-12 22:17:38 main:574] : INFO : Epoch 1858 | loss: 0.031242 | val_loss: 0.0312447 | Time: 4465.12 ms [2021-07-12 22:17:43 main:574] : INFO : Epoch 1859 | loss: 0.0312416 | val_loss: 0.0312428 | Time: 4467.68 ms [2021-07-12 22:17:47 main:574] : INFO : Epoch 1860 | loss: 0.0312411 | val_loss: 0.0312426 | Time: 4463.35 ms [2021-07-12 22:17:52 main:574] : INFO : Epoch 1861 | loss: 0.0312415 | val_loss: 0.0312436 | Time: 4471.37 ms [2021-07-12 22:17:56 main:574] : INFO : Epoch 1862 | loss: 0.0312416 | val_loss: 0.0312442 | Time: 4482.44 ms [2021-07-12 22:18:01 main:574] : INFO : Epoch 1863 | loss: 0.0312414 | val_loss: 0.0312434 | Time: 4467.16 ms [2021-07-12 22:18:05 main:574] : INFO : Epoch 1864 | loss: 0.0312416 | val_loss: 0.0312432 | Time: 4458.27 ms [2021-07-12 22:18:10 main:574] : INFO : Epoch 1865 | loss: 0.0312429 | val_loss: 0.0312461 | Time: 4471.38 ms [2021-07-12 22:18:14 main:574] : INFO : Epoch 1866 | loss: 0.0312432 | val_loss: 0.0312435 | Time: 4466.25 ms [2021-07-12 22:18:19 main:574] : INFO : Epoch 1867 | loss: 0.0312428 | val_loss: 0.0312437 | Time: 4467.72 ms [2021-07-12 22:18:23 main:574] : INFO : Epoch 1868 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 4461.51 ms [2021-07-12 22:18:28 main:574] : INFO : Epoch 1869 | loss: 0.0312408 | val_loss: 0.0312426 | Time: 4484.89 ms [2021-07-12 22:18:32 main:574] : INFO : Epoch 1870 | loss: 0.0312429 | val_loss: 0.0312443 | Time: 4463.6 ms [2021-07-12 22:18:37 main:574] : INFO : Epoch 1871 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 4462.08 ms [2021-07-12 22:18:41 main:574] : INFO : Epoch 1872 | loss: 0.0312418 | val_loss: 0.0312436 | Time: 4463.43 ms [2021-07-12 22:18:45 main:574] : INFO : Epoch 1873 | loss: 0.0312417 | val_loss: 0.0312428 | Time: 4468.47 ms [2021-07-12 22:18:50 main:574] : INFO : Epoch 1874 | loss: 0.0312412 | val_loss: 0.0312432 | Time: 4460.22 ms [2021-07-12 22:18:54 main:574] : INFO : Epoch 1875 | loss: 0.0312431 | val_loss: 0.0312467 | Time: 4461.56 ms [2021-07-12 22:18:59 main:574] : INFO : Epoch 1876 | loss: 0.0312446 | val_loss: 0.0312452 | Time: 4476.41 ms [2021-07-12 22:19:03 main:574] : INFO : Epoch 1877 | loss: 0.0312422 | val_loss: 0.0312429 | Time: 4462.39 ms [2021-07-12 22:19:08 main:574] : INFO : Epoch 1878 | loss: 0.0312423 | val_loss: 0.031245 | Time: 4468.69 ms [2021-07-12 22:19:12 main:574] : INFO : Epoch 1879 | loss: 0.0312417 | val_loss: 0.0312425 | Time: 4481.14 ms [2021-07-12 22:19:17 main:574] : INFO : Epoch 1880 | loss: 0.0312428 | val_loss: 0.0312467 | Time: 4466.6 ms [2021-07-12 22:19:21 main:574] : INFO : Epoch 1881 | loss: 0.0312425 | val_loss: 0.0312441 | Time: 4472.08 ms [2021-07-12 22:19:26 main:574] : INFO : Epoch 1882 | loss: 0.0312413 | val_loss: 0.0312444 | Time: 4474.19 ms [2021-07-12 22:19:30 main:574] : INFO : Epoch 1883 | loss: 0.0312409 | val_loss: 0.0312456 | Time: 4467.11 ms [2021-07-12 22:19:35 main:574] : INFO : Epoch 1884 | loss: 0.0312417 | val_loss: 0.0312425 | Time: 4467.09 ms [2021-07-12 22:19:39 main:574] : INFO : Epoch 1885 | loss: 0.0312415 | val_loss: 0.0312426 | Time: 4472.42 ms [2021-07-12 22:19:44 main:574] : INFO : Epoch 1886 | loss: 0.0312416 | val_loss: 0.0312428 | Time: 4468.35 ms [2021-07-12 22:19:48 main:574] : INFO : Epoch 1887 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 4466.12 ms [2021-07-12 22:19:53 main:574] : INFO : Epoch 1888 | loss: 0.031242 | val_loss: 0.0312439 | Time: 4474.65 ms [2021-07-12 22:19:57 main:574] : INFO : Epoch 1889 | loss: 0.0312412 | val_loss: 0.0312432 | Time: 4472.38 ms [2021-07-12 22:20:02 main:574] : INFO : Epoch 1890 | loss: 0.0312412 | val_loss: 0.0312432 | Time: 4468.68 ms [2021-07-12 22:20:06 main:574] : INFO : Epoch 1891 | loss: 0.0312416 | val_loss: 0.0312436 | Time: 4468.43 ms [2021-07-12 22:20:10 main:574] : INFO : Epoch 1892 | loss: 0.0312414 | val_loss: 0.0312436 | Time: 4470.14 ms [2021-07-12 22:20:15 main:574] : INFO : Epoch 1893 | loss: 0.031241 | val_loss: 0.0312434 | Time: 4466.61 ms [2021-07-12 22:20:19 main:574] : INFO : Epoch 1894 | loss: 0.031241 | val_loss: 0.0312429 | Time: 4467.66 ms [2021-07-12 22:20:24 main:574] : INFO : Epoch 1895 | loss: 0.0312411 | val_loss: 0.0312429 | Time: 4468.36 ms [2021-07-12 22:20:28 main:574] : INFO : Epoch 1896 | loss: 0.031241 | val_loss: 0.0312427 | Time: 4472.57 ms [2021-07-12 22:20:33 main:574] : INFO : Epoch 1897 | loss: 0.031242 | val_loss: 0.0312473 | Time: 4467 ms [2021-07-12 22:20:37 main:574] : INFO : Epoch 1898 | loss: 0.0312417 | val_loss: 0.0312431 | Time: 4469.34 ms [2021-07-12 22:20:42 main:574] : INFO : Epoch 1899 | loss: 0.0312416 | val_loss: 0.0312435 | Time: 4460.05 ms [2021-07-12 22:20:46 main:574] : INFO : Epoch 1900 | loss: 0.0312418 | val_loss: 0.0312429 | Time: 4449.57 ms [2021-07-12 22:20:51 main:574] : INFO : Epoch 1901 | loss: 0.0312429 | val_loss: 0.0312455 | Time: 4467.68 ms [2021-07-12 22:20:55 main:574] : INFO : Epoch 1902 | loss: 0.0312422 | val_loss: 0.0312434 | Time: 4473.44 ms [2021-07-12 22:21:00 main:574] : INFO : Epoch 1903 | loss: 0.0312425 | val_loss: 0.0312479 | Time: 4469.1 ms [2021-07-12 22:21:04 main:574] : INFO : Epoch 1904 | loss: 0.0312422 | val_loss: 0.0312432 | Time: 4469.01 ms [2021-07-12 22:21:09 main:574] : INFO : Epoch 1905 | loss: 0.0312416 | val_loss: 0.0312427 | Time: 4470.39 ms [2021-07-12 22:21:13 main:574] : INFO : Epoch 1906 | loss: 0.0312412 | val_loss: 0.0312434 | Time: 4471.28 ms [2021-07-12 22:21:18 main:574] : INFO : Epoch 1907 | loss: 0.0312419 | val_loss: 0.0312439 | Time: 4473.55 ms [2021-07-12 22:21:22 main:574] : INFO : Epoch 1908 | loss: 0.0312416 | val_loss: 0.0312456 | Time: 4478.86 ms [2021-07-12 22:21:27 main:574] : INFO : Epoch 1909 | loss: 0.0312416 | val_loss: 0.0312434 | Time: 4467.3 ms [2021-07-12 22:21:31 main:574] : INFO : Epoch 1910 | loss: 0.0312411 | val_loss: 0.0312433 | Time: 4465.21 ms [2021-07-12 22:21:35 main:574] : INFO : Epoch 1911 | loss: 0.0312412 | val_loss: 0.0312432 | Time: 4472.99 ms [2021-07-12 22:21:40 main:574] : INFO : Epoch 1912 | loss: 0.0312411 | val_loss: 0.031243 | Time: 4465.63 ms [2021-07-12 22:21:44 main:574] : INFO : Epoch 1913 | loss: 0.0312418 | val_loss: 0.0312427 | Time: 4472.96 ms [2021-07-12 22:21:49 main:574] : INFO : Epoch 1914 | loss: 0.0312416 | val_loss: 0.0312436 | Time: 4468.17 ms [2021-07-12 22:21:53 main:574] : INFO : Epoch 1915 | loss: 0.0312415 | val_loss: 0.0312426 | Time: 4474.9 ms [2021-07-12 22:21:58 main:574] : INFO : Epoch 1916 | loss: 0.0312421 | val_loss: 0.0312467 | Time: 4471.28 ms [2021-07-12 22:22:02 main:574] : INFO : Epoch 1917 | loss: 0.0312429 | val_loss: 0.0312455 | Time: 4475.44 ms [2021-07-12 22:22:07 main:574] : INFO : Epoch 1918 | loss: 0.0312424 | val_loss: 0.031243 | Time: 4478.11 ms [2021-07-12 22:22:11 main:574] : INFO : Epoch 1919 | loss: 0.0312415 | val_loss: 0.0312427 | Time: 4459.61 ms [2021-07-12 22:22:16 main:574] : INFO : Epoch 1920 | loss: 0.0312415 | val_loss: 0.0312428 | Time: 4451.92 ms [2021-07-12 22:22:20 main:574] : INFO : Epoch 1921 | loss: 0.0312411 | val_loss: 0.0312431 | Time: 4473.77 ms [2021-07-12 22:22:25 main:574] : INFO : Epoch 1922 | loss: 0.031241 | val_loss: 0.0312425 | Time: 4467.16 ms [2021-07-12 22:22:29 main:574] : INFO : Epoch 1923 | loss: 0.031242 | val_loss: 0.0312451 | Time: 4472.31 ms [2021-07-12 22:22:34 main:574] : INFO : Epoch 1924 | loss: 0.0312418 | val_loss: 0.0312425 | Time: 4467.46 ms [2021-07-12 22:22:38 main:574] : INFO : Epoch 1925 | loss: 0.0312408 | val_loss: 0.0312427 | Time: 4479.88 ms [2021-07-12 22:22:43 main:574] : INFO : Epoch 1926 | loss: 0.0312413 | val_loss: 0.0312429 | Time: 4477.74 ms [2021-07-12 22:22:47 main:574] : INFO : Epoch 1927 | loss: 0.0312414 | val_loss: 0.0312439 | Time: 4465.77 ms [2021-07-12 22:22:52 main:574] : INFO : Epoch 1928 | loss: 0.0312413 | val_loss: 0.0312453 | Time: 4458.52 ms [2021-07-12 22:22:56 main:574] : INFO : Epoch 1929 | loss: 0.0312415 | val_loss: 0.0312448 | Time: 4463.68 ms [2021-07-12 22:23:00 main:574] : INFO : Epoch 1930 | loss: 0.0312429 | val_loss: 0.0312477 | Time: 4475.63 ms [2021-07-12 22:23:05 main:574] : INFO : Epoch 1931 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 4471.1 ms [2021-07-12 22:23:09 main:574] : INFO : Epoch 1932 | loss: 0.0312427 | val_loss: 0.0312437 | Time: 4464 ms [2021-07-12 22:23:14 main:574] : INFO : Epoch 1933 | loss: 0.0312427 | val_loss: 0.0312442 | Time: 4482.45 ms [2021-07-12 22:23:18 main:574] : INFO : Epoch 1934 | loss: 0.0312436 | val_loss: 0.0312472 | Time: 4466.74 ms [2021-07-12 22:23:23 main:574] : INFO : Epoch 1935 | loss: 0.0312439 | val_loss: 0.0312447 | Time: 4471.04 ms [2021-07-12 22:23:27 main:574] : INFO : Epoch 1936 | loss: 0.0312411 | val_loss: 0.0312434 | Time: 4464 ms [2021-07-12 22:23:32 main:574] : INFO : Epoch 1937 | loss: 0.0312411 | val_loss: 0.031243 | Time: 4470.09 ms [2021-07-12 22:23:36 main:574] : INFO : Epoch 1938 | loss: 0.031241 | val_loss: 0.0312429 | Time: 4471.87 ms [2021-07-12 22:23:41 main:574] : INFO : Epoch 1939 | loss: 0.0312412 | val_loss: 0.0312433 | Time: 4467.37 ms [2021-07-12 22:23:45 main:574] : INFO : Epoch 1940 | loss: 0.0312409 | val_loss: 0.031243 | Time: 4468.61 ms [2021-07-12 22:23:50 main:574] : INFO : Epoch 1941 | loss: 0.0312408 | val_loss: 0.0312424 | Time: 4472.1 ms [2021-07-12 22:23:54 main:574] : INFO : Epoch 1942 | loss: 0.0312407 | val_loss: 0.0312425 | Time: 4467.64 ms [2021-07-12 22:23:59 main:574] : INFO : Epoch 1943 | loss: 0.0312409 | val_loss: 0.031243 | Time: 4474.98 ms [2021-07-12 22:24:03 main:574] : INFO : Epoch 1944 | loss: 0.0312411 | val_loss: 0.0312426 | Time: 4467.89 ms [2021-07-12 22:24:08 main:574] : INFO : Epoch 1945 | loss: 0.0312433 | val_loss: 0.0312446 | Time: 4467.34 ms [2021-07-12 22:24:12 main:574] : INFO : Epoch 1946 | loss: 0.0312426 | val_loss: 0.0312426 | Time: 4461.87 ms [2021-07-12 22:24:16 main:574] : INFO : Epoch 1947 | loss: 0.0312415 | val_loss: 0.0312428 | Time: 4464.37 ms [2021-07-12 22:24:21 main:574] : INFO : Epoch 1948 | loss: 0.0312432 | val_loss: 0.0312424 | Time: 4473.18 ms [2021-07-12 22:24:25 main:574] : INFO : Epoch 1949 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 4462.19 ms [2021-07-12 22:24:30 main:574] : INFO : Epoch 1950 | loss: 0.0312422 | val_loss: 0.031244 | Time: 4474.9 ms [2021-07-12 22:24:34 main:574] : INFO : Epoch 1951 | loss: 0.0312414 | val_loss: 0.0312431 | Time: 4486.51 ms [2021-07-12 22:24:39 main:574] : INFO : Epoch 1952 | loss: 0.0312415 | val_loss: 0.0312435 | Time: 4471.65 ms [2021-07-12 22:24:43 main:574] : INFO : Epoch 1953 | loss: 0.0312412 | val_loss: 0.0312425 | Time: 4466.91 ms [2021-07-12 22:24:48 main:574] : INFO : Epoch 1954 | loss: 0.031241 | val_loss: 0.0312428 | Time: 4467.9 ms [2021-07-12 22:24:52 main:574] : INFO : Epoch 1955 | loss: 0.0312412 | val_loss: 0.0312427 | Time: 4462.01 ms [2021-07-12 22:24:57 main:574] : INFO : Epoch 1956 | loss: 0.0312416 | val_loss: 0.0312432 | Time: 4467.84 ms [2021-07-12 22:25:01 main:574] : INFO : Epoch 1957 | loss: 0.0312413 | val_loss: 0.0312433 | Time: 4471.8 ms [2021-07-12 22:25:06 main:574] : INFO : Epoch 1958 | loss: 0.0312413 | val_loss: 0.0312433 | Time: 4462.99 ms [2021-07-12 22:25:10 main:574] : INFO : Epoch 1959 | loss: 0.0312419 | val_loss: 0.0312432 | Time: 4467.36 ms [2021-07-12 22:25:15 main:574] : INFO : Epoch 1960 | loss: 0.0312408 | val_loss: 0.0312436 | Time: 4470.06 ms [2021-07-12 22:25:19 main:574] : INFO : Epoch 1961 | loss: 0.0312414 | val_loss: 0.0312424 | Time: 4466.56 ms [2021-07-12 22:25:24 main:574] : INFO : Epoch 1962 | loss: 0.0312413 | val_loss: 0.0312439 | Time: 4471.36 ms [2021-07-12 22:25:28 main:574] : INFO : Epoch 1963 | loss: 0.0312424 | val_loss: 0.0312448 | Time: 4466.37 ms [2021-07-12 22:25:32 main:574] : INFO : Epoch 1964 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 4440.75 ms [2021-07-12 22:25:37 main:574] : INFO : Epoch 1965 | loss: 0.031241 | val_loss: 0.0312452 | Time: 4467.2 ms [2021-07-12 22:25:41 main:574] : INFO : Epoch 1966 | loss: 0.0312419 | val_loss: 0.0312439 | Time: 4475.29 ms [2021-07-12 22:25:46 main:574] : INFO : Epoch 1967 | loss: 0.0312409 | val_loss: 0.0312432 | Time: 4467.94 ms [2021-07-12 22:25:50 main:574] : INFO : Epoch 1968 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 4460.51 ms [2021-07-12 22:25:55 main:574] : INFO : Epoch 1969 | loss: 0.031241 | val_loss: 0.0312423 | Time: 4465.1 ms [2021-07-12 22:25:59 main:574] : INFO : Epoch 1970 | loss: 0.0312408 | val_loss: 0.0312438 | Time: 4464.78 ms [2021-07-12 22:26:04 main:574] : INFO : Epoch 1971 | loss: 0.0312413 | val_loss: 0.0312423 | Time: 4461.28 ms [2021-07-12 22:26:08 main:574] : INFO : Epoch 1972 | loss: 0.0312407 | val_loss: 0.0312425 | Time: 4466.03 ms [2021-07-12 22:26:13 main:574] : INFO : Epoch 1973 | loss: 0.0312407 | val_loss: 0.0312427 | Time: 4469.95 ms [2021-07-12 22:26:17 main:574] : INFO : Epoch 1974 | loss: 0.0312414 | val_loss: 0.0312431 | Time: 4471.04 ms [2021-07-12 22:26:22 main:574] : INFO : Epoch 1975 | loss: 0.0312425 | val_loss: 0.0312449 | Time: 4466.55 ms [2021-07-12 22:26:26 main:574] : INFO : Epoch 1976 | loss: 0.0312426 | val_loss: 0.031245 | Time: 4459.38 ms [2021-07-12 22:26:31 main:574] : INFO : Epoch 1977 | loss: 0.0312429 | val_loss: 0.0312426 | Time: 4466.07 ms [2021-07-12 22:26:35 main:574] : INFO : Epoch 1978 | loss: 0.031241 | val_loss: 0.031243 | Time: 4466.59 ms [2021-07-12 22:26:40 main:574] : INFO : Epoch 1979 | loss: 0.0312421 | val_loss: 0.0312434 | Time: 4468.37 ms [2021-07-12 22:26:44 main:574] : INFO : Epoch 1980 | loss: 0.0312412 | val_loss: 0.0312425 | Time: 4455.36 ms [2021-07-12 22:26:48 main:574] : INFO : Epoch 1981 | loss: 0.0312409 | val_loss: 0.0312427 | Time: 4463.61 ms [2021-07-12 22:26:53 main:574] : INFO : Epoch 1982 | loss: 0.0312412 | val_loss: 0.0312426 | Time: 4463.88 ms [2021-07-12 22:26:57 main:574] : INFO : Epoch 1983 | loss: 0.0312414 | val_loss: 0.0312428 | Time: 4458.76 ms [2021-07-12 22:27:02 main:574] : INFO : Epoch 1984 | loss: 0.0312413 | val_loss: 0.0312425 | Time: 4457.76 ms [2021-07-12 22:27:06 main:574] : INFO : Epoch 1985 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 4457.87 ms [2021-07-12 22:27:11 main:574] : INFO : Epoch 1986 | loss: 0.0312409 | val_loss: 0.0312438 | Time: 4468.19 ms [2021-07-12 22:27:15 main:574] : INFO : Epoch 1987 | loss: 0.0312414 | val_loss: 0.0312445 | Time: 4467.78 ms [2021-07-12 22:27:20 main:574] : INFO : Epoch 1988 | loss: 0.0312417 | val_loss: 0.031247 | Time: 4463.22 ms [2021-07-12 22:27:24 main:574] : INFO : Epoch 1989 | loss: 0.0312447 | val_loss: 0.0312483 | Time: 4467.21 ms [2021-07-12 22:27:29 main:574] : INFO : Epoch 1990 | loss: 0.0312439 | val_loss: 0.0312427 | Time: 4472.74 ms [2021-07-12 22:27:33 main:574] : INFO : Epoch 1991 | loss: 0.0312414 | val_loss: 0.031244 | Time: 4464.94 ms [2021-07-12 22:27:38 main:574] : INFO : Epoch 1992 | loss: 0.0312413 | val_loss: 0.0312444 | Time: 4466.68 ms [2021-07-12 22:27:42 main:574] : INFO : Epoch 1993 | loss: 0.0312414 | val_loss: 0.0312435 | Time: 4466.31 ms [2021-07-12 22:27:47 main:574] : INFO : Epoch 1994 | loss: 0.031241 | val_loss: 0.0312427 | Time: 4473.87 ms [2021-07-12 22:27:51 main:574] : INFO : Epoch 1995 | loss: 0.0312406 | val_loss: 0.0312424 | Time: 4460.41 ms [2021-07-12 22:27:56 main:574] : INFO : Epoch 1996 | loss: 0.0312407 | val_loss: 0.0312426 | Time: 4471.53 ms [2021-07-12 22:28:00 main:574] : INFO : Epoch 1997 | loss: 0.0312411 | val_loss: 0.0312426 | Time: 4467.37 ms [2021-07-12 22:28:04 main:574] : INFO : Epoch 1998 | loss: 0.0312412 | val_loss: 0.0312427 | Time: 4470.32 ms [2021-07-12 22:28:09 main:574] : INFO : Epoch 1999 | loss: 0.0312407 | val_loss: 0.0312433 | Time: 4472.3 ms [2021-07-12 22:28:13 main:574] : INFO : Epoch 2000 | loss: 0.031241 | val_loss: 0.0312426 | Time: 4467.95 ms [2021-07-12 22:28:18 main:574] : INFO : Epoch 2001 | loss: 0.0312415 | val_loss: 0.0312426 | Time: 4470.55 ms [2021-07-12 22:28:22 main:574] : INFO : Epoch 2002 | loss: 0.0312418 | val_loss: 0.0312426 | Time: 4467.61 ms [2021-07-12 22:28:27 main:574] : INFO : Epoch 2003 | loss: 0.0312416 | val_loss: 0.0312435 | Time: 4465.1 ms [2021-07-12 22:28:31 main:574] : INFO : Epoch 2004 | loss: 0.0312415 | val_loss: 0.0312432 | Time: 4461.51 ms [2021-07-12 22:28:36 main:574] : INFO : Epoch 2005 | loss: 0.0312408 | val_loss: 0.0312428 | Time: 4465.93 ms [2021-07-12 22:28:40 main:574] : INFO : Epoch 2006 | loss: 0.0312409 | val_loss: 0.0312423 | Time: 4469.53 ms [2021-07-12 22:28:45 main:574] : INFO : Epoch 2007 | loss: 0.031241 | val_loss: 0.0312428 | Time: 4472.55 ms [2021-07-12 22:28:49 main:574] : INFO : Epoch 2008 | loss: 0.0312408 | val_loss: 0.0312434 | Time: 4465.19 ms [2021-07-12 22:28:54 main:574] : INFO : Epoch 2009 | loss: 0.031241 | val_loss: 0.0312425 | Time: 4436.09 ms [2021-07-12 22:28:58 main:574] : INFO : Epoch 2010 | loss: 0.0312414 | val_loss: 0.031243 | Time: 4463.53 ms [2021-07-12 22:29:03 main:574] : INFO : Epoch 2011 | loss: 0.0312408 | val_loss: 0.0312429 | Time: 4458.33 ms [2021-07-12 22:29:07 main:574] : INFO : Epoch 2012 | loss: 0.0312412 | val_loss: 0.0312427 | Time: 4458.6 ms [2021-07-12 22:29:11 main:574] : INFO : Epoch 2013 | loss: 0.0312409 | val_loss: 0.0312428 | Time: 4465.23 ms [2021-07-12 22:29:16 main:574] : INFO : Epoch 2014 | loss: 0.0312406 | val_loss: 0.0312428 | Time: 4462.27 ms [2021-07-12 22:29:20 main:574] : INFO : Epoch 2015 | loss: 0.0312414 | val_loss: 0.0312446 | Time: 4461.65 ms [2021-07-12 22:29:25 main:574] : INFO : Epoch 2016 | loss: 0.0312416 | val_loss: 0.0312434 | Time: 4463.65 ms [2021-07-12 22:29:29 main:574] : INFO : Epoch 2017 | loss: 0.0312413 | val_loss: 0.0312425 | Time: 4465.13 ms [2021-07-12 22:29:34 main:574] : INFO : Epoch 2018 | loss: 0.031241 | val_loss: 0.0312426 | Time: 4468.18 ms [2021-07-12 22:29:38 main:574] : INFO : Epoch 2019 | loss: 0.0312412 | val_loss: 0.0312429 | Time: 4473.72 ms [2021-07-12 22:29:43 main:574] : INFO : Epoch 2020 | loss: 0.0312412 | val_loss: 0.0312431 | Time: 4472.67 ms [2021-07-12 22:29:47 main:574] : INFO : Epoch 2021 | loss: 0.0312411 | val_loss: 0.0312426 | Time: 4470.23 ms [2021-07-12 22:29:52 main:574] : INFO : Epoch 2022 | loss: 0.0312406 | val_loss: 0.0312429 | Time: 4460.38 ms [2021-07-12 22:29:56 main:574] : INFO : Epoch 2023 | loss: 0.0312414 | val_loss: 0.0312427 | Time: 4455.9 ms [2021-07-12 22:30:01 main:574] : INFO : Epoch 2024 | loss: 0.031241 | val_loss: 0.0312442 | Time: 4468.4 ms [2021-07-12 22:30:05 main:574] : INFO : Epoch 2025 | loss: 0.0312408 | val_loss: 0.0312424 | Time: 4459.94 ms [2021-07-12 22:30:10 main:574] : INFO : Epoch 2026 | loss: 0.0312411 | val_loss: 0.0312429 | Time: 4464.08 ms [2021-07-12 22:30:14 main:574] : INFO : Epoch 2027 | loss: 0.0312407 | val_loss: 0.031243 | Time: 4459.37 ms [2021-07-12 22:30:18 main:574] : INFO : Epoch 2028 | loss: 0.0312407 | val_loss: 0.0312448 | Time: 4464.48 ms [2021-07-12 22:30:23 main:574] : INFO : Epoch 2029 | loss: 0.0312422 | val_loss: 0.031245 | Time: 4457.6 ms [2021-07-12 22:30:27 main:574] : INFO : Epoch 2030 | loss: 0.0312415 | val_loss: 0.0312427 | Time: 4462 ms [2021-07-12 22:30:32 main:574] : INFO : Epoch 2031 | loss: 0.0312413 | val_loss: 0.0312425 | Time: 4465.33 ms [2021-07-12 22:30:36 main:574] : INFO : Epoch 2032 | loss: 0.031241 | val_loss: 0.0312432 | Time: 4458.11 ms [2021-07-12 22:30:41 main:574] : INFO : Epoch 2033 | loss: 0.0312406 | val_loss: 0.0312429 | Time: 4467.68 ms [2021-07-12 22:30:45 main:574] : INFO : Epoch 2034 | loss: 0.0312408 | val_loss: 0.0312424 | Time: 4471.07 ms [2021-07-12 22:30:50 main:574] : INFO : Epoch 2035 | loss: 0.0312416 | val_loss: 0.0312423 | Time: 4472.53 ms [2021-07-12 22:30:54 main:574] : INFO : Epoch 2036 | loss: 0.0312417 | val_loss: 0.0312429 | Time: 4468.65 ms [2021-07-12 22:30:59 main:574] : INFO : Epoch 2037 | loss: 0.0312413 | val_loss: 0.0312429 | Time: 4470.32 ms [2021-07-12 22:31:03 main:574] : INFO : Epoch 2038 | loss: 0.0312419 | val_loss: 0.0312425 | Time: 4473.24 ms [2021-07-12 22:31:08 main:574] : INFO : Epoch 2039 | loss: 0.0312523 | val_loss: 0.0312438 | Time: 4475.27 ms [2021-07-12 22:31:12 main:574] : INFO : Epoch 2040 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 4463.28 ms [2021-07-12 22:31:17 main:574] : INFO : Epoch 2041 | loss: 0.031242 | val_loss: 0.0312428 | Time: 4467.32 ms [2021-07-12 22:31:21 main:574] : INFO : Epoch 2042 | loss: 0.0312413 | val_loss: 0.031243 | Time: 4469.08 ms [2021-07-12 22:31:26 main:574] : INFO : Epoch 2043 | loss: 0.0312417 | val_loss: 0.0312438 | Time: 4465.8 ms [2021-07-12 22:31:30 main:574] : INFO : Epoch 2044 | loss: 0.0312408 | val_loss: 0.0312432 | Time: 4468.75 ms [2021-07-12 22:31:35 main:574] : INFO : Epoch 2045 | loss: 0.0312408 | val_loss: 0.0312449 | Time: 4463.66 ms [2021-07-12 22:31:39 main:574] : INFO : Epoch 2046 | loss: 0.031242 | val_loss: 0.0312433 | Time: 4465.73 ms [2021-07-12 22:31:43 main:574] : INFO : Epoch 2047 | loss: 0.031241 | val_loss: 0.0312424 | Time: 4470.6 ms [2021-07-12 22:31:48 main:574] : INFO : Epoch 2048 | loss: 0.0312411 | val_loss: 0.0312424 | Time: 4468.66 ms [2021-07-12 22:31:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312424 [2021-07-12 22:31:48 main:603] : INFO : Saving end state to config to file [2021-07-12 22:31:48 main:608] : INFO : Success, exiting.. 22:31:48 (16800): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)