Task 14595664
| Name | ParityModified-1647042751-16631-2-0_2 |
| Workunit | 10765191 |
| Created | 10 Apr 2022, 14:46:58 UTC |
| Sent | 10 Apr 2022, 15:25:03 UTC |
| Report deadline | 18 Apr 2022, 15:25:03 UTC |
| Received | 10 Apr 2022, 22:02:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18617 |
| Run time | 5 hours 34 min 47 sec |
| CPU time | 3 hours 45 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,307.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> s [2022-04-10 15:38:39 main:574] : INFO : Epoch 1542 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 9610.09 ms [2022-04-10 15:38:48 main:574] : INFO : Epoch 1543 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 9562.4 ms [2022-04-10 15:38:58 main:574] : INFO : Epoch 1544 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 9966.69 ms [2022-04-10 15:39:08 main:574] : INFO : Epoch 1545 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 9268.48 ms [2022-04-10 15:39:17 main:574] : INFO : Epoch 1546 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 9408.69 ms [2022-04-10 15:39:27 main:574] : INFO : Epoch 1547 | loss: 0.0312492 | val_loss: 0.031249 | Time: 9598.6 ms [2022-04-10 15:39:37 main:574] : INFO : Epoch 1548 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 10115.7 ms [2022-04-10 15:39:46 main:574] : INFO : Epoch 1549 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 9538.2 ms [2022-04-10 15:39:55 main:574] : INFO : Epoch 1550 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 8971.91 ms [2022-04-10 15:40:05 main:574] : INFO : Epoch 1551 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 9372.08 ms [2022-04-10 15:40:14 main:574] : INFO : Epoch 1552 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 9347.28 ms [2022-04-10 15:40:24 main:574] : INFO : Epoch 1553 | loss: 0.0312488 | val_loss: 0.0312528 | Time: 9582.29 ms [2022-04-10 15:40:35 main:574] : INFO : Epoch 1554 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 11196.2 ms [2022-04-10 15:40:44 main:574] : INFO : Epoch 1555 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 8875.47 ms [2022-04-10 15:40:53 main:574] : INFO : Epoch 1556 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 9707.39 ms [2022-04-10 15:41:03 main:574] : INFO : Epoch 1557 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 9470.09 ms [2022-04-10 15:41:12 main:574] : INFO : Epoch 1558 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 9249.72 ms [2022-04-10 15:41:21 main:574] : INFO : Epoch 1559 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 9236.3 ms [2022-04-10 15:41:31 main:574] : INFO : Epoch 1560 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 9793.18 ms [2022-04-10 15:41:41 main:574] : INFO : Epoch 1561 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 9938.28 ms [2022-04-10 15:41:51 main:574] : INFO : Epoch 1562 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 10104.8 ms [2022-04-10 15:42:01 main:574] : INFO : Epoch 1563 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 9709.56 ms [2022-04-10 15:42:10 main:574] : INFO : Epoch 1564 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 9455.04 ms [2022-04-10 15:42:20 main:574] : INFO : Epoch 1565 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 9182.84 ms [2022-04-10 15:42:29 main:574] : INFO : Epoch 1566 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 9441.13 ms [2022-04-10 15:42:39 main:574] : INFO : Epoch 1567 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 10357.5 ms [2022-04-10 15:42:49 main:574] : INFO : Epoch 1568 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 9314.04 ms [2022-04-10 15:42:58 main:574] : INFO : Epoch 1569 | loss: 0.0312506 | val_loss: 0.0312493 | Time: 9753.34 ms [2022-04-10 15:43:08 main:574] : INFO : Epoch 1570 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 9199.98 ms [2022-04-10 15:43:17 main:574] : INFO : Epoch 1571 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 9509.95 ms [2022-04-10 15:43:27 main:574] : INFO : Epoch 1572 | loss: 0.0312486 | val_loss: 0.0312504 | Time: 9965.82 ms [2022-04-10 15:43:36 main:574] : INFO : Epoch 1573 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 8894.8 ms [2022-04-10 15:43:45 main:574] : INFO : Epoch 1574 | loss: 0.0312483 | val_loss: 0.031249 | Time: 9198.04 ms [2022-04-10 15:43:55 main:574] : INFO : Epoch 1575 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 9579.17 ms [2022-04-10 15:44:04 main:574] : INFO : Epoch 1576 | loss: 0.0312486 | val_loss: 0.031249 | Time: 9092.72 ms [2022-04-10 15:44:13 main:574] : INFO : Epoch 1577 | loss: 0.0312503 | val_loss: 0.031249 | Time: 9384.98 ms [2022-04-10 15:44:23 main:574] : INFO : Epoch 1578 | loss: 0.0312497 | val_loss: 0.0312526 | Time: 9758.75 ms [2022-04-10 15:44:32 main:574] : INFO : Epoch 1579 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 8968.29 ms [2022-04-10 15:44:43 main:574] : INFO : Epoch 1580 | loss: 0.031249 | val_loss: 0.0312495 | Time: 11245.2 ms [2022-04-10 15:44:52 main:574] : INFO : Epoch 1581 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 8868.63 ms [2022-04-10 15:45:02 main:574] : INFO : Epoch 1582 | loss: 0.031249 | val_loss: 0.0312489 | Time: 9549.81 ms [2022-04-10 15:45:11 main:574] : INFO : Epoch 1583 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 9543.22 ms [2022-04-10 15:45:20 main:574] : INFO : Epoch 1584 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 9051.78 ms [2022-04-10 15:45:30 main:574] : INFO : Epoch 1585 | loss: 0.031249 | val_loss: 0.0312488 | Time: 9192.97 ms [2022-04-10 15:45:39 main:574] : INFO : Epoch 1586 | loss: 0.0312484 | val_loss: 0.0312499 | Time: 9823.45 ms [2022-04-10 15:45:49 main:574] : INFO : Epoch 1587 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 9163.86 ms [2022-04-10 15:45:59 main:574] : INFO : Epoch 1588 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 9950.44 ms [2022-04-10 15:46:08 main:574] : INFO : Epoch 1589 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 9667.09 ms [2022-04-10 15:46:17 main:574] : INFO : Epoch 1590 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 8860.23 ms [2022-04-10 15:46:28 main:574] : INFO : Epoch 1591 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 10408.8 ms [2022-04-10 15:46:38 main:574] : INFO : Epoch 1592 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 10012.7 ms [2022-04-10 15:46:48 main:574] : INFO : Epoch 1593 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 10526.9 ms [2022-04-10 15:46:57 main:574] : INFO : Epoch 1594 | loss: 0.0312507 | val_loss: 0.0312494 | Time: 9024.93 ms [2022-04-10 15:47:07 main:574] : INFO : Epoch 1595 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 10159.7 ms [2022-04-10 15:47:18 main:574] : INFO : Epoch 1596 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 10295.9 ms [2022-04-10 15:47:28 main:574] : INFO : Epoch 1597 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 10230.9 ms [2022-04-10 15:47:38 main:574] : INFO : Epoch 1598 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 9830.03 ms [2022-04-10 15:47:47 main:574] : INFO : Epoch 1599 | loss: 0.031249 | val_loss: 0.0312486 | Time: 9774.19 ms [2022-04-10 15:47:57 main:574] : INFO : Epoch 1600 | loss: 0.0312483 | val_loss: 0.0312501 | Time: 9259.63 ms [2022-04-10 15:48:06 main:574] : INFO : Epoch 1601 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 9367.83 ms [2022-04-10 15:48:16 main:574] : INFO : Epoch 1602 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 10294.5 ms [2022-04-10 15:48:26 main:574] : INFO : Epoch 1603 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 9743.72 ms [2022-04-10 15:48:36 main:574] : INFO : Epoch 1604 | loss: 0.031249 | val_loss: 0.0312486 | Time: 9847.44 ms [2022-04-10 15:48:46 main:574] : INFO : Epoch 1605 | loss: 0.0312487 | val_loss: 0.0312509 | Time: 9559.18 ms [2022-04-10 15:48:56 main:574] : INFO : Epoch 1606 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 10179.9 ms [2022-04-10 15:49:05 main:574] : INFO : Epoch 1607 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 9187.74 ms [2022-04-10 15:49:15 main:574] : INFO : Epoch 1608 | loss: 0.0312486 | val_loss: 0.031249 | Time: 10491.7 ms [2022-04-10 15:49:25 main:574] : INFO : Epoch 1609 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 9459.43 ms [2022-04-10 15:49:34 main:574] : INFO : Epoch 1610 | loss: 0.0312506 | val_loss: 0.0312489 | Time: 9269.09 ms [2022-04-10 15:49:45 main:574] : INFO : Epoch 1611 | loss: 0.0312503 | val_loss: 0.0312528 | Time: 11220 ms [2022-04-10 15:49:57 main:574] : INFO : Epoch 1612 | loss: 0.0312527 | val_loss: 0.0312591 | Time: 11302.7 ms [2022-04-10 15:50:06 main:574] : INFO : Epoch 1613 | loss: 0.0312525 | val_loss: 0.0312518 | Time: 9123.38 ms [2022-04-10 15:50:16 main:574] : INFO : Epoch 1614 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 9947.07 ms [2022-04-10 15:50:25 main:574] : INFO : Epoch 1615 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 9584.31 ms [2022-04-10 15:50:36 main:574] : INFO : Epoch 1616 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 10458.9 ms [2022-04-10 15:50:46 main:574] : INFO : Epoch 1617 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 10278.5 ms [2022-04-10 15:50:56 main:574] : INFO : Epoch 1618 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 9422.83 ms [2022-04-10 15:51:05 main:574] : INFO : Epoch 1619 | loss: 0.0312482 | val_loss: 0.03125 | Time: 9265.15 ms [2022-04-10 15:51:14 main:574] : INFO : Epoch 1620 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 8747.48 ms [2022-04-10 15:51:24 main:574] : INFO : Epoch 1621 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 9889.29 ms [2022-04-10 15:51:33 main:574] : INFO : Epoch 1622 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 9405.04 ms [2022-04-10 15:51:42 main:574] : INFO : Epoch 1623 | loss: 0.031249 | val_loss: 0.0312487 | Time: 8666.52 ms [2022-04-10 15:51:51 main:574] : INFO : Epoch 1624 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 9140.54 ms [2022-04-10 15:52:01 main:574] : INFO : Epoch 1625 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 10509 ms [2022-04-10 15:52:10 main:574] : INFO : Epoch 1626 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 8923.74 ms [2022-04-10 15:52:20 main:574] : INFO : Epoch 1627 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 9333.36 ms [2022-04-10 15:52:29 main:574] : INFO : Epoch 1628 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 9173.02 ms [2022-04-10 15:52:39 main:574] : INFO : Epoch 1629 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 10115.4 ms [2022-04-10 15:52:49 main:574] : INFO : Epoch 1630 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 9859.4 ms [2022-04-10 15:52:59 main:574] : INFO : Epoch 1631 | loss: 0.0312496 | val_loss: 0.031249 | Time: 9998.74 ms [2022-04-10 15:53:09 main:574] : INFO : Epoch 1632 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 9976.74 ms [2022-04-10 15:53:18 main:574] : INFO : Epoch 1633 | loss: 0.031249 | val_loss: 0.0312491 | Time: 9253.17 ms [2022-04-10 15:53:27 main:574] : INFO : Epoch 1634 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 9378.12 ms [2022-04-10 15:53:37 main:574] : INFO : Epoch 1635 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 9761.91 ms [2022-04-10 15:53:47 main:574] : INFO : Epoch 1636 | loss: 0.0312487 | val_loss: 0.031249 | Time: 9534.43 ms [2022-04-10 15:53:57 main:574] : INFO : Epoch 1637 | loss: 0.0312495 | val_loss: 0.0312521 | Time: 9992.96 ms [2022-04-10 15:54:06 main:574] : INFO : Epoch 1638 | loss: 0.031249 | val_loss: 0.0312489 | Time: 9226.73 ms [2022-04-10 15:54:15 main:574] : INFO : Epoch 1639 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 9408.9 ms [2022-04-10 15:54:25 main:574] : INFO : Epoch 1640 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 9764.8 ms [2022-04-10 15:54:35 main:574] : INFO : Epoch 1641 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 10177.8 ms [2022-04-10 15:54:46 main:574] : INFO : Epoch 1642 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 10319.2 ms [2022-04-10 15:54:55 main:574] : INFO : Epoch 1643 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 9472.19 ms [2022-04-10 15:55:05 main:574] : INFO : Epoch 1644 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 9548.93 ms [2022-04-10 15:55:14 main:574] : INFO : Epoch 1645 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 9197.58 ms [2022-04-10 15:55:23 main:574] : INFO : Epoch 1646 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 8834.37 ms [2022-04-10 15:55:32 main:574] : INFO : Epoch 1647 | loss: 0.031249 | val_loss: 0.0312487 | Time: 9721.8 ms [2022-04-10 15:55:42 main:574] : INFO : Epoch 1648 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 9670.39 ms [2022-04-10 15:55:51 main:574] : INFO : Epoch 1649 | loss: 0.0312497 | val_loss: 0.03125 | Time: 8971.99 ms [2022-04-10 15:56:01 main:574] : INFO : Epoch 1650 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 9845.14 ms [2022-04-10 15:56:10 main:574] : INFO : Epoch 1651 | loss: 0.0312485 | val_loss: 0.03125 | Time: 9295.4 ms [2022-04-10 15:56:20 main:574] : INFO : Epoch 1652 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 10279.3 ms [2022-04-10 15:56:31 main:574] : INFO : Epoch 1653 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 10155 ms [2022-04-10 15:56:41 main:574] : INFO : Epoch 1654 | loss: 0.031251 | val_loss: 0.0312511 | Time: 9861.75 ms [2022-04-10 15:56:50 main:574] : INFO : Epoch 1655 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 9668.33 ms [2022-04-10 15:57:00 main:574] : INFO : Epoch 1656 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 9767.25 ms [2022-04-10 15:57:10 main:574] : INFO : Epoch 1657 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 9888 ms [2022-04-10 15:57:19 main:574] : INFO : Epoch 1658 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 9214.15 ms [2022-04-10 15:57:30 main:574] : INFO : Epoch 1659 | loss: 0.0312485 | val_loss: 0.0312511 | Time: 10684.9 ms [2022-04-10 15:57:40 main:574] : INFO : Epoch 1660 | loss: 0.0312492 | val_loss: 0.031249 | Time: 10370 ms [2022-04-10 15:57:50 main:574] : INFO : Epoch 1661 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 9925.78 ms [2022-04-10 15:58:00 main:574] : INFO : Epoch 1662 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 9549.7 ms [2022-04-10 15:58:09 main:574] : INFO : Epoch 1663 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 9761.72 ms [2022-04-10 15:58:19 main:574] : INFO : Epoch 1664 | loss: 0.0312484 | val_loss: 0.0312527 | Time: 9189.47 ms [2022-04-10 15:58:27 main:574] : INFO : Epoch 1665 | loss: 0.0312497 | val_loss: 0.0312524 | Time: 8848.76 ms [2022-04-10 15:58:38 main:574] : INFO : Epoch 1666 | loss: 0.03125 | val_loss: 0.0312489 | Time: 10859.6 ms [2022-04-10 15:58:47 main:574] : INFO : Epoch 1667 | loss: 0.0312512 | val_loss: 0.0312519 | Time: 8954.75 ms [2022-04-10 15:58:57 main:574] : INFO : Epoch 1668 | loss: 0.0312522 | val_loss: 0.0312518 | Time: 9518.08 ms [2022-04-10 15:59:07 main:574] : INFO : Epoch 1669 | loss: 0.0312508 | val_loss: 0.03125 | Time: 9998.88 ms [2022-04-10 15:59:17 main:574] : INFO : Epoch 1670 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 10628.1 ms [2022-04-10 15:59:27 main:574] : INFO : Epoch 1671 | loss: 0.0312511 | val_loss: 0.0312492 | Time: 9381.1 ms [2022-04-10 15:59:37 main:574] : INFO : Epoch 1672 | loss: 0.0312485 | val_loss: 0.031251 | Time: 9995.89 ms [2022-04-10 15:59:46 main:574] : INFO : Epoch 1673 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 9481.45 ms [2022-04-10 15:59:55 main:574] : INFO : Epoch 1674 | loss: 0.0312515 | val_loss: 0.0312491 | Time: 8780.54 ms [2022-04-10 16:00:06 main:574] : INFO : Epoch 1675 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 10708.5 ms [2022-04-10 16:00:15 main:574] : INFO : Epoch 1676 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 9541.47 ms [2022-04-10 16:00:25 main:574] : INFO : Epoch 1677 | loss: 0.0312491 | val_loss: 0.0312525 | Time: 9643.73 ms [2022-04-10 16:00:39 main:574] : INFO : Epoch 1678 | loss: 0.0312502 | val_loss: 0.03125 | Time: 14241.5 ms [2022-04-10 16:00:50 main:574] : INFO : Epoch 1679 | loss: 0.0312506 | val_loss: 0.031249 | Time: 10248.5 ms [2022-04-10 16:01:01 main:574] : INFO : Epoch 1680 | loss: 0.0312502 | val_loss: 0.0312488 | Time: 11822.4 ms [2022-04-10 16:01:11 main:574] : INFO : Epoch 1681 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 9926.48 ms [2022-04-10 16:01:21 main:574] : INFO : Epoch 1682 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 9351.54 ms [2022-04-10 16:01:30 main:574] : INFO : Epoch 1683 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 9484.72 ms [2022-04-10 16:01:42 main:574] : INFO : Epoch 1684 | loss: 0.0312484 | val_loss: 0.031249 | Time: 11990.9 ms [2022-04-10 16:01:52 main:574] : INFO : Epoch 1685 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 10096 ms [2022-04-10 16:02:02 main:574] : INFO : Epoch 1686 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 9795.73 ms [2022-04-10 16:02:11 main:574] : INFO : Epoch 1687 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 9281.52 ms [2022-04-10 16:02:21 main:574] : INFO : Epoch 1688 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 9140.3 ms [2022-04-10 16:02:30 main:574] : INFO : Epoch 1689 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 9909.65 ms [2022-04-10 16:02:42 main:574] : INFO : Epoch 1690 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 12058 ms [2022-04-10 16:02:52 main:574] : INFO : Epoch 1691 | loss: 0.031249 | val_loss: 0.0312487 | Time: 9159.91 ms [2022-04-10 16:03:01 main:574] : INFO : Epoch 1692 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 9414.76 ms [2022-04-10 16:03:12 main:574] : INFO : Epoch 1693 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 10518.1 ms [2022-04-10 16:03:21 main:574] : INFO : Epoch 1694 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 9652.14 ms [2022-04-10 16:03:30 main:574] : INFO : Epoch 1695 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 9029.29 ms [2022-04-10 16:03:43 main:574] : INFO : Epoch 1696 | loss: 0.0312487 | val_loss: 0.0312501 | Time: 12362.7 ms [2022-04-10 16:03:53 main:574] : INFO : Epoch 1697 | loss: 0.0312489 | val_loss: 0.031249 | Time: 9927.05 ms [2022-04-10 16:04:02 main:574] : INFO : Epoch 1698 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 9470.65 ms [2022-04-10 16:04:11 main:574] : INFO : Epoch 1699 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 9393.09 ms [2022-04-10 16:04:24 main:574] : INFO : Epoch 1700 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 12556.1 ms [2022-04-10 16:04:34 main:574] : INFO : Epoch 1701 | loss: 0.031249 | val_loss: 0.0312489 | Time: 10410.3 ms [2022-04-10 16:04:47 main:574] : INFO : Epoch 1702 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 12301.5 ms [2022-04-10 16:04:57 main:574] : INFO : Epoch 1703 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 9954.76 ms [2022-04-10 16:05:06 main:574] : INFO : Epoch 1704 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 9416.48 ms [2022-04-10 16:05:16 main:574] : INFO : Epoch 1705 | loss: 0.0312486 | val_loss: 0.031249 | Time: 9499.75 ms [2022-04-10 16:05:25 main:574] : INFO : Epoch 1706 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 9701.2 ms [2022-04-10 16:05:35 main:574] : INFO : Epoch 1707 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 9774.68 ms [2022-04-10 16:05:45 main:574] : INFO : Epoch 1708 | loss: 0.0312506 | val_loss: 0.0312494 | Time: 9372.77 ms [2022-04-10 16:05:54 main:574] : INFO : Epoch 1709 | loss: 0.0312512 | val_loss: 0.031254 | Time: 9523.68 ms [2022-04-10 16:06:04 main:574] : INFO : Epoch 1710 | loss: 0.0312529 | val_loss: 0.0312537 | Time: 9687.64 ms [2022-04-10 16:06:13 main:574] : INFO : Epoch 1711 | loss: 0.0312511 | val_loss: 0.0312498 | Time: 8830.58 ms [2022-04-10 16:06:23 main:574] : INFO : Epoch 1712 | loss: 0.0312495 | val_loss: 0.0312528 | Time: 10683.7 ms [2022-04-10 16:06:33 main:574] : INFO : Epoch 1713 | loss: 0.0312498 | val_loss: 0.031249 | Time: 9616.31 ms [2022-04-10 16:06:43 main:574] : INFO : Epoch 1714 | loss: 0.0312486 | val_loss: 0.03125 | Time: 9915.95 ms [2022-04-10 16:06:52 main:574] : INFO : Epoch 1715 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 9468.89 ms [2022-04-10 16:07:02 main:574] : INFO : Epoch 1716 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 9820.58 ms [2022-04-10 16:07:12 main:574] : INFO : Epoch 1717 | loss: 0.0312485 | val_loss: 0.0312506 | Time: 9614.11 ms [2022-04-10 16:07:21 main:574] : INFO : Epoch 1718 | loss: 0.031251 | val_loss: 0.0312491 | Time: 8796.51 ms [2022-04-10 16:07:30 main:574] : INFO : Epoch 1719 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 9511.86 ms [2022-04-10 16:07:41 main:574] : INFO : Epoch 1720 | loss: 0.031249 | val_loss: 0.0312487 | Time: 10772.7 ms [2022-04-10 16:07:52 main:574] : INFO : Epoch 1721 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 10751.2 ms [2022-04-10 16:08:02 main:574] : INFO : Epoch 1722 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 10040.7 ms [2022-04-10 16:08:12 main:574] : INFO : Epoch 1723 | loss: 0.0312492 | val_loss: 0.0312518 | Time: 10152.1 ms [2022-04-10 16:08:22 main:574] : INFO : Epoch 1724 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 9697.67 ms [2022-04-10 16:08:32 main:574] : INFO : Epoch 1725 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 10654.7 ms [2022-04-10 16:08:42 main:574] : INFO : Epoch 1726 | loss: 0.0312492 | val_loss: 0.031249 | Time: 10048.9 ms [2022-04-10 16:08:52 main:574] : INFO : Epoch 1727 | loss: 0.0312493 | val_loss: 0.031249 | Time: 9727.14 ms [2022-04-10 16:09:02 main:574] : INFO : Epoch 1728 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 9530.25 ms [2022-04-10 16:09:12 main:574] : INFO : Epoch 1729 | loss: 0.0312484 | val_loss: 0.031249 | Time: 9996.32 ms [2022-04-10 16:09:21 main:574] : INFO : Epoch 1730 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 9189.99 ms [2022-04-10 16:09:30 main:574] : INFO : Epoch 1731 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 8807.54 ms [2022-04-10 16:09:41 main:574] : INFO : Epoch 1732 | loss: 0.0312495 | val_loss: 0.031251 | Time: 10997.7 ms [2022-04-10 16:09:51 main:574] : INFO : Epoch 1733 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 10459.8 ms [2022-04-10 16:10:01 main:574] : INFO : Epoch 1734 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 9597.26 ms [2022-04-10 16:10:10 main:574] : INFO : Epoch 1735 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 9204.9 ms [2022-04-10 16:10:21 main:574] : INFO : Epoch 1736 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 11228.1 ms [2022-04-10 16:10:31 main:574] : INFO : Epoch 1737 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 9537.3 ms [2022-04-10 16:10:41 main:574] : INFO : Epoch 1738 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 10337.8 ms [2022-04-10 16:10:51 main:574] : INFO : Epoch 1739 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 10026.5 ms [2022-04-10 16:11:01 main:574] : INFO : Epoch 1740 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 9755.59 ms [2022-04-10 16:11:10 main:574] : INFO : Epoch 1741 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 9216.37 ms [2022-04-10 16:11:20 main:574] : INFO : Epoch 1742 | loss: 0.0312497 | val_loss: 0.0312518 | Time: 9843.65 ms [2022-04-10 16:11:29 main:574] : INFO : Epoch 1743 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 9396.86 ms [2022-04-10 16:11:40 main:574] : INFO : Epoch 1744 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 11132.4 ms [2022-04-10 16:11:50 main:574] : INFO : Epoch 1745 | loss: 0.0312492 | val_loss: 0.0312515 | Time: 9167.58 ms [2022-04-10 16:12:00 main:574] : INFO : Epoch 1746 | loss: 0.0312505 | val_loss: 0.0312493 | Time: 9958.56 ms [2022-04-10 16:12:09 main:574] : INFO : Epoch 1747 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 9389.98 ms [2022-04-10 16:12:18 main:574] : INFO : Epoch 1748 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 9246.38 ms [2022-04-10 16:12:28 main:574] : INFO : Epoch 1749 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 9764.63 ms [2022-04-10 16:12:38 main:574] : INFO : Epoch 1750 | loss: 0.0312486 | val_loss: 0.031249 | Time: 9734.83 ms [2022-04-10 16:12:47 main:574] : INFO : Epoch 1751 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 9320.23 ms [2022-04-10 16:12:57 main:574] : INFO : Epoch 1752 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 10235.8 ms [2022-04-10 16:13:07 main:574] : INFO : Epoch 1753 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 9645.3 ms [2022-04-10 16:13:17 main:574] : INFO : Epoch 1754 | loss: 0.0312484 | val_loss: 0.0312495 | Time: 9730.45 ms [2022-04-10 16:13:26 main:574] : INFO : Epoch 1755 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 9237.93 ms [2022-04-10 16:13:36 main:574] : INFO : Epoch 1756 | loss: 0.0312483 | val_loss: 0.031249 | Time: 9644.12 ms [2022-04-10 16:13:45 main:574] : INFO : Epoch 1757 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 9414.47 ms [2022-04-10 16:13:54 main:574] : INFO : Epoch 1758 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 9241.2 ms [2022-04-10 16:14:04 main:574] : INFO : Epoch 1759 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 10202.4 ms [2022-04-10 16:14:14 main:574] : INFO : Epoch 1760 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 9513.12 ms [2022-04-10 16:14:24 main:574] : INFO : Epoch 1761 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 10434 ms [2022-04-10 16:14:36 main:574] : INFO : Epoch 1762 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 11348 ms [2022-04-10 16:14:48 main:574] : INFO : Epoch 1763 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 11870.8 ms [2022-04-10 16:14:57 main:574] : INFO : Epoch 1764 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 9747.81 ms [2022-04-10 16:15:08 main:574] : INFO : Epoch 1765 | loss: 0.0312495 | val_loss: 0.031249 | Time: 10170.9 ms [2022-04-10 16:15:17 main:574] : INFO : Epoch 1766 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 9816.12 ms [2022-04-10 16:15:26 main:574] : INFO : Epoch 1767 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 8892.44 ms [2022-04-10 16:15:37 main:574] : INFO : Epoch 1768 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 10118.3 ms [2022-04-10 16:15:46 main:574] : INFO : Epoch 1769 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 9367.18 ms [2022-04-10 16:15:55 main:574] : INFO : Epoch 1770 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 9052.66 ms [2022-04-10 16:16:05 main:574] : INFO : Epoch 1771 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 10209.9 ms [2022-04-10 16:16:14 main:574] : INFO : Epoch 1772 | loss: 0.03125 | val_loss: 0.0312492 | Time: 8989.8 ms [2022-04-10 16:16:23 main:574] : INFO : Epoch 1773 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 8735.74 ms [2022-04-10 16:16:33 main:574] : INFO : Epoch 1774 | loss: 0.0312491 | val_loss: 0.031249 | Time: 10300.3 ms [2022-04-10 16:16:42 main:574] : INFO : Epoch 1775 | loss: 0.0312487 | val_loss: 0.0312505 | Time: 9089.36 ms [2022-04-10 16:16:52 main:574] : INFO : Epoch 1776 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 9484.63 ms [2022-04-10 16:17:02 main:574] : INFO : Epoch 1777 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 9910.03 ms [2022-04-10 16:17:11 main:574] : INFO : Epoch 1778 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 8990.81 ms [2022-04-10 16:17:20 main:574] : INFO : Epoch 1779 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 9634 ms [2022-04-10 16:17:31 main:574] : INFO : Epoch 1780 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 10416.1 ms [2022-04-10 16:17:41 main:574] : INFO : Epoch 1781 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 10530.6 ms [2022-04-10 16:17:50 main:574] : INFO : Epoch 1782 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 9108.15 ms [2022-04-10 16:18:00 main:574] : INFO : Epoch 1783 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 9298.44 ms [2022-04-10 16:18:09 main:574] : INFO : Epoch 1784 | loss: 0.0312484 | val_loss: 0.031249 | Time: 9680.71 ms [2022-04-10 16:18:19 main:574] : INFO : Epoch 1785 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 9082.91 ms [2022-04-10 16:18:28 main:574] : INFO : Epoch 1786 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 9662.75 ms [2022-04-10 16:18:38 main:574] : INFO : Epoch 1787 | loss: 0.0312487 | val_loss: 0.0312523 | Time: 10175.8 ms [2022-04-10 16:18:48 main:574] : INFO : Epoch 1788 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 9221.93 ms [2022-04-10 16:18:57 main:574] : INFO : Epoch 1789 | loss: 0.0312489 | val_loss: 0.0312522 | Time: 9470.59 ms [2022-04-10 16:19:06 main:574] : INFO : Epoch 1790 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 9296.64 ms [2022-04-10 16:19:15 main:574] : INFO : Epoch 1791 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 8570.19 ms [2022-04-10 16:19:24 main:574] : INFO : Epoch 1792 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 9273.61 ms [2022-04-10 16:19:35 main:574] : INFO : Epoch 1793 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 10418.6 ms [2022-04-10 16:19:47 main:574] : INFO : Epoch 1794 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 12131.8 ms [2022-04-10 16:19:57 main:574] : INFO : Epoch 1795 | loss: 0.0312487 | val_loss: 0.0312508 | Time: 9777.75 ms [2022-04-10 16:20:07 main:574] : INFO : Epoch 1796 | loss: 0.0312499 | val_loss: 0.0312529 | Time: 9987.64 ms [2022-04-10 16:20:15 main:574] : INFO : Epoch 1797 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 8767.1 ms [2022-04-10 16:20:25 main:574] : INFO : Epoch 1798 | loss: 0.0312488 | val_loss: 0.03125 | Time: 9544.03 ms [2022-04-10 16:20:36 main:574] : INFO : Epoch 1799 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 11378.2 ms [2022-04-10 16:20:46 main:574] : INFO : Epoch 1800 | loss: 0.0312553 | val_loss: 0.0312575 | Time: 9962.2 ms [2022-04-10 16:20:56 main:574] : INFO : Epoch 1801 | loss: 0.0312519 | val_loss: 0.0312491 | Time: 9581.33 ms [2022-04-10 16:21:07 main:574] : INFO : Epoch 1802 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 10843.3 ms [2022-04-10 16:21:18 main:574] : INFO : Epoch 1803 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 11072.9 ms [2022-04-10 16:21:27 main:574] : INFO : Epoch 1804 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 9429.33 ms [2022-04-10 16:21:37 main:574] : INFO : Epoch 1805 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 9527.47 ms [2022-04-10 16:21:46 main:574] : INFO : Epoch 1806 | loss: 0.0312486 | val_loss: 0.031249 | Time: 9636.15 ms [2022-04-10 16:21:56 main:574] : INFO : Epoch 1807 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 9518.94 ms [2022-04-10 16:22:06 main:574] : INFO : Epoch 1808 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 9657.54 ms [2022-04-10 16:22:15 main:574] : INFO : Epoch 1809 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 9454.09 ms [2022-04-10 16:22:24 main:574] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 9121.74 ms [2022-04-10 16:22:35 main:574] : INFO : Epoch 1811 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 10888.5 ms [2022-04-10 16:22:45 main:574] : INFO : Epoch 1812 | loss: 0.0312492 | val_loss: 0.0312512 | Time: 10441.5 ms [2022-04-10 16:22:55 main:574] : INFO : Epoch 1813 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 9943.3 ms [2022-04-10 16:23:06 main:574] : INFO : Epoch 1814 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 10531.1 ms [2022-04-10 16:23:15 main:574] : INFO : Epoch 1815 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 9489.2 ms [2022-04-10 16:23:25 main:574] : INFO : Epoch 1816 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 9654.03 ms [2022-04-10 16:23:35 main:574] : INFO : Epoch 1817 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 9778.83 ms [2022-04-10 16:23:44 main:574] : INFO : Epoch 1818 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 8951.42 ms [2022-04-10 16:23:53 main:574] : INFO : Epoch 1819 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 9251.43 ms [2022-04-10 16:24:03 main:574] : INFO : Epoch 1820 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 9927.07 ms [2022-04-10 16:24:12 main:574] : INFO : Epoch 1821 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 8976.49 ms [2022-04-10 16:24:22 main:574] : INFO : Epoch 1822 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 10018.8 ms [2022-04-10 16:24:31 main:574] : INFO : Epoch 1823 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 9295.1 ms [2022-04-10 16:24:41 main:574] : INFO : Epoch 1824 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 9817.78 ms [2022-04-10 16:24:51 main:574] : INFO : Epoch 1825 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 9403.61 ms [2022-04-10 16:25:00 main:574] : INFO : Epoch 1826 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 9278.88 ms [2022-04-10 16:25:09 main:574] : INFO : Epoch 1827 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 9429.28 ms [2022-04-10 16:25:19 main:574] : INFO : Epoch 1828 | loss: 0.0312485 | val_loss: 0.0312507 | Time: 9607.43 ms [2022-04-10 16:25:28 main:574] : INFO : Epoch 1829 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 9157.34 ms [2022-04-10 16:25:38 main:574] : INFO : Epoch 1830 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 9803.51 ms [2022-04-10 16:25:48 main:574] : INFO : Epoch 1831 | loss: 0.0312485 | val_loss: 0.031249 | Time: 9827.75 ms [2022-04-10 16:25:57 main:574] : INFO : Epoch 1832 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 9097.38 ms [2022-04-10 16:26:06 main:574] : INFO : Epoch 1833 | loss: 0.0312484 | val_loss: 0.031249 | Time: 9540.74 ms [2022-04-10 16:26:16 main:574] : INFO : Epoch 1834 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 9406.36 ms [2022-04-10 16:26:25 main:574] : INFO : Epoch 1835 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 8765.49 ms [2022-04-10 16:26:36 main:574] : INFO : Epoch 1836 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 10983 ms [2022-04-10 16:26:45 main:574] : INFO : Epoch 1837 | loss: 0.0312484 | val_loss: 0.0312488 | Time: 9004.67 ms [2022-04-10 16:26:54 main:574] : INFO : Epoch 1838 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 9667.55 ms [2022-04-10 16:27:04 main:574] : INFO : Epoch 1839 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 9948.6 ms [2022-04-10 16:27:14 main:574] : INFO : Epoch 1840 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 9729.07 ms [2022-04-10 16:27:24 main:574] : INFO : Epoch 1841 | loss: 0.03125 | val_loss: 0.0312488 | Time: 9969.66 ms [2022-04-10 16:27:34 main:574] : INFO : Epoch 1842 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 9867.92 ms [2022-04-10 16:27:44 main:574] : INFO : Epoch 1843 | loss: 0.0312512 | val_loss: 0.0312494 | Time: 10307.5 ms [2022-04-10 16:27:53 main:574] : INFO : Epoch 1844 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 9208.06 ms [2022-04-10 16:28:03 main:574] : INFO : Epoch 1845 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 9761.35 ms [2022-04-10 16:28:13 main:574] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.03125 | Time: 9410.64 ms [2022-04-10 16:28:22 main:574] : INFO : Epoch 1847 | loss: 0.0312499 | val_loss: 0.0312486 | Time: 9817.67 ms [2022-04-10 16:28:32 main:574] : INFO : Epoch 1848 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 9807.32 ms [2022-04-10 16:28:42 main:574] : INFO : Epoch 1849 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 9950.26 ms [2022-04-10 16:28:52 main:574] : INFO : Epoch 1850 | loss: 0.0312485 | val_loss: 0.0312506 | Time: 9817.02 ms [2022-04-10 16:29:01 main:574] : INFO : Epoch 1851 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 9066.57 ms [2022-04-10 16:29:11 main:574] : INFO : Epoch 1852 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 9814.9 ms [2022-04-10 16:29:20 main:574] : INFO : Epoch 1853 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 9633.24 ms [2022-04-10 16:29:30 main:574] : INFO : Epoch 1854 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 9183.72 ms [2022-04-10 16:29:41 main:574] : INFO : Epoch 1855 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 11532.5 ms [2022-04-10 16:29:51 main:574] : INFO : Epoch 1856 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 9807.21 ms [2022-04-10 16:30:01 main:574] : INFO : Epoch 1857 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 9785.57 ms [2022-04-10 16:30:11 main:574] : INFO : Epoch 1858 | loss: 0.0312483 | val_loss: 0.0312508 | Time: 9848.3 ms [2022-04-10 16:30:20 main:574] : INFO : Epoch 1859 | loss: 0.0312506 | val_loss: 0.0312494 | Time: 9712.26 ms [2022-04-10 16:30:29 main:574] : INFO : Epoch 1860 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 8898.04 ms [2022-04-10 16:30:40 main:574] : INFO : Epoch 1861 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 10239.7 ms [2022-04-10 16:30:50 main:574] : INFO : Epoch 1862 | loss: 0.0312488 | val_loss: 0.03125 | Time: 10064.8 ms [2022-04-10 16:31:00 main:574] : INFO : Epoch 1863 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 10172.7 ms [2022-04-10 16:31:09 main:574] : INFO : Epoch 1864 | loss: 0.0312485 | val_loss: 0.0312516 | Time: 9202.73 ms [2022-04-10 16:31:19 main:574] : INFO : Epoch 1865 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 9579.7 ms [2022-04-10 16:31:29 main:574] : INFO : Epoch 1866 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 10285.6 ms [2022-04-10 16:31:39 main:574] : INFO : Epoch 1867 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 9869.84 ms [2022-04-10 16:31:48 main:574] : INFO : Epoch 1868 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 9630.59 ms [2022-04-10 16:31:58 main:574] : INFO : Epoch 1869 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 9339.34 ms [2022-04-10 16:32:07 main:574] : INFO : Epoch 1870 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 9562.86 ms [2022-04-10 16:32:17 main:574] : INFO : Epoch 1871 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 9657.17 ms [2022-04-10 16:32:26 main:574] : INFO : Epoch 1872 | loss: 0.0312484 | val_loss: 0.0312503 | Time: 9491.18 ms [2022-04-10 16:32:37 main:574] : INFO : Epoch 1873 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 10781 ms [2022-04-10 16:32:48 main:574] : INFO : Epoch 1874 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 10365.6 ms [2022-04-10 16:32:57 main:574] : INFO : Epoch 1875 | loss: 0.031249 | val_loss: 0.0312486 | Time: 9557.64 ms [2022-04-10 16:33:06 main:574] : INFO : Epoch 1876 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 9095.76 ms [2022-04-10 16:33:16 main:574] : INFO : Epoch 1877 | loss: 0.0312496 | val_loss: 0.031251 | Time: 9885.89 ms [2022-04-10 16:33:26 main:574] : INFO : Epoch 1878 | loss: 0.0312492 | val_loss: 0.0312511 | Time: 9349.14 ms [2022-04-10 16:33:36 main:574] : INFO : Epoch 1879 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 10540.2 ms [2022-04-10 16:33:46 main:574] : INFO : Epoch 1880 | loss: 0.0312505 | val_loss: 0.0312546 | Time: 10210.2 ms [2022-04-10 16:33:56 main:574] : INFO : Epoch 1881 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 9862.75 ms [2022-04-10 16:34:06 main:574] : INFO : Epoch 1882 | loss: 0.0312519 | val_loss: 0.0312621 | Time: 9340.69 ms [2022-04-10 16:34:15 main:574] : INFO : Epoch 1883 | loss: 0.031294 | val_loss: 0.0313346 | Time: 9210.45 ms [2022-04-10 16:34:24 main:574] : INFO : Epoch 1884 | loss: 0.0767541 | val_loss: 0.200089 | Time: 9593.07 ms [2022-04-10 16:34:34 main:574] : INFO : Epoch 1885 | loss: 0.0481695 | val_loss: 0.0326063 | Time: 9438.96 ms [2022-04-10 16:34:46 main:574] : INFO : Epoch 1886 | loss: 0.0328082 | val_loss: 0.032083 | Time: 11890.3 ms [2022-04-10 16:34:56 main:574] : INFO : Epoch 1887 | loss: 0.031662 | val_loss: 0.0313885 | Time: 10150.6 ms [2022-04-10 16:35:05 main:574] : INFO : Epoch 1888 | loss: 0.0313482 | val_loss: 0.0313141 | Time: 9436.88 ms [2022-04-10 16:35:15 main:574] : INFO : Epoch 1889 | loss: 0.0312917 | val_loss: 0.0312836 | Time: 9432.98 ms [2022-04-10 16:35:24 main:574] : INFO : Epoch 1890 | loss: 0.0312739 | val_loss: 0.0312694 | Time: 9434.11 ms [2022-04-10 16:35:34 main:574] : INFO : Epoch 1891 | loss: 0.0312675 | val_loss: 0.0312656 | Time: 9681.65 ms [2022-04-10 16:35:43 main:574] : INFO : Epoch 1892 | loss: 0.0312647 | val_loss: 0.0312666 | Time: 8914.32 ms [2022-04-10 16:35:52 main:574] : INFO : Epoch 1893 | loss: 0.0312622 | val_loss: 0.0312609 | Time: 9331.99 ms [2022-04-10 16:36:02 main:574] : INFO : Epoch 1894 | loss: 0.03126 | val_loss: 0.0312602 | Time: 10001 ms [2022-04-10 16:36:12 main:574] : INFO : Epoch 1895 | loss: 0.0312591 | val_loss: 0.0312584 | Time: 10238 ms [2022-04-10 16:36:23 main:574] : INFO : Epoch 1896 | loss: 0.0312581 | val_loss: 0.0312578 | Time: 10201.4 ms [2022-04-10 16:36:33 main:574] : INFO : Epoch 1897 | loss: 0.0312571 | val_loss: 0.0312568 | Time: 10317.5 ms [2022-04-10 16:36:47 main:574] : INFO : Epoch 1898 | loss: 0.0312565 | val_loss: 0.0312563 | Time: 13966.5 ms [2022-04-10 16:36:57 main:574] : INFO : Epoch 1899 | loss: 0.031256 | val_loss: 0.0312577 | Time: 10091.4 ms [2022-04-10 16:37:06 main:574] : INFO : Epoch 1900 | loss: 0.0312559 | val_loss: 0.0312549 | Time: 9503.97 ms [2022-04-10 16:37:16 main:574] : INFO : Epoch 1901 | loss: 0.0312545 | val_loss: 0.0312547 | Time: 9693.72 ms [2022-04-10 16:37:26 main:574] : INFO : Epoch 1902 | loss: 0.0312543 | val_loss: 0.0312546 | Time: 10181.8 ms [2022-04-10 16:37:38 main:574] : INFO : Epoch 1903 | loss: 0.0312537 | val_loss: 0.0312537 | Time: 11234.8 ms [2022-04-10 16:37:50 main:574] : INFO : Epoch 1904 | loss: 0.0312546 | val_loss: 0.0312546 | Time: 12020.4 ms [2022-04-10 16:38:02 main:574] : INFO : Epoch 1905 | loss: 0.0312529 | val_loss: 0.0312531 | Time: 12363.3 ms [2022-04-10 16:38:12 main:574] : INFO : Epoch 1906 | loss: 0.0312527 | val_loss: 0.0312529 | Time: 10168.8 ms [2022-04-10 16:38:22 main:574] : INFO : Epoch 1907 | loss: 0.0312528 | val_loss: 0.0312526 | Time: 9989.92 ms [2022-04-10 16:38:31 main:574] : INFO : Epoch 1908 | loss: 0.0312523 | val_loss: 0.0312523 | Time: 8821.85 ms [2022-04-10 16:38:41 main:574] : INFO : Epoch 1909 | loss: 0.0312518 | val_loss: 0.0312524 | Time: 10281.6 ms [2022-04-10 16:38:51 main:574] : INFO : Epoch 1910 | loss: 0.0312523 | val_loss: 0.0312543 | Time: 9225.79 ms [2022-04-10 16:39:00 main:574] : INFO : Epoch 1911 | loss: 0.0312523 | val_loss: 0.031252 | Time: 9515.54 ms [2022-04-10 16:39:10 main:574] : INFO : Epoch 1912 | loss: 0.0312517 | val_loss: 0.0312521 | Time: 9743.77 ms [2022-04-10 16:39:19 main:574] : INFO : Epoch 1913 | loss: 0.0312514 | val_loss: 0.031252 | Time: 9074.7 ms [2022-04-10 16:39:28 main:574] : INFO : Epoch 1914 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 9408.94 ms [2022-04-10 16:39:38 main:574] : INFO : Epoch 1915 | loss: 0.031251 | val_loss: 0.031251 | Time: 10083.3 ms [2022-04-10 16:39:48 main:574] : INFO : Epoch 1916 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 9187.03 ms [2022-04-10 16:39:57 main:574] : INFO : Epoch 1917 | loss: 0.0312513 | val_loss: 0.031251 | Time: 9797.48 ms [2022-04-10 16:40:07 main:574] : INFO : Epoch 1918 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 9427.52 ms [2022-04-10 16:40:16 main:574] : INFO : Epoch 1919 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 9365.78 ms [2022-04-10 16:40:26 main:574] : INFO : Epoch 1920 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 10139.9 ms [2022-04-10 16:40:36 main:574] : INFO : Epoch 1921 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 9977.1 ms [2022-04-10 16:40:46 main:574] : INFO : Epoch 1922 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 9682.61 ms [2022-04-10 16:40:56 main:574] : INFO : Epoch 1923 | loss: 0.03125 | val_loss: 0.0312505 | Time: 9527.4 ms [2022-04-10 16:41:05 main:574] : INFO : Epoch 1924 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 9569.86 ms [2022-04-10 16:41:15 main:574] : INFO : Epoch 1925 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 9455.18 ms [2022-04-10 16:41:24 main:574] : INFO : Epoch 1926 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 8915.07 ms [2022-04-10 16:41:33 main:574] : INFO : Epoch 1927 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 9840.39 ms [2022-04-10 16:41:43 main:574] : INFO : Epoch 1928 | loss: 0.03125 | val_loss: 0.03125 | Time: 9549.43 ms [2022-04-10 16:41:54 main:574] : INFO : Epoch 1929 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 10643.2 ms [2022-04-10 16:42:03 main:574] : INFO : Epoch 1930 | loss: 0.0312497 | val_loss: 0.03125 | Time: 9354.21 ms [2022-04-10 16:42:12 main:574] : INFO : Epoch 1931 | loss: 0.03125 | val_loss: 0.0312504 | Time: 9048.03 ms [2022-04-10 16:42:22 main:574] : INFO : Epoch 1932 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 9910.28 ms [2022-04-10 16:42:31 main:574] : INFO : Epoch 1933 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 9457.07 ms [2022-04-10 16:42:41 main:574] : INFO : Epoch 1934 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 9959.12 ms [2022-04-10 16:42:51 main:574] : INFO : Epoch 1935 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 9648.13 ms [2022-04-10 16:43:00 main:574] : INFO : Epoch 1936 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 9025.33 ms [2022-04-10 16:43:09 main:574] : INFO : Epoch 1937 | loss: 0.0312497 | val_loss: 0.03125 | Time: 9123.33 ms [2022-04-10 16:43:19 main:574] : INFO : Epoch 1938 | loss: 0.0312497 | val_loss: 0.031251 | Time: 9415.66 ms [2022-04-10 16:43:28 main:574] : INFO : Epoch 1939 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 9010.45 ms [2022-04-10 16:43:37 main:574] : INFO : Epoch 1940 | loss: 0.03125 | val_loss: 0.031251 | Time: 9611.74 ms [2022-04-10 16:43:47 main:574] : INFO : Epoch 1941 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 9772.41 ms [2022-04-10 16:43:56 main:574] : INFO : Epoch 1942 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 8889.02 ms [2022-04-10 16:44:06 main:574] : INFO : Epoch 1943 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 9617.52 ms [2022-04-10 16:44:15 main:574] : INFO : Epoch 1944 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 9868.88 ms [2022-04-10 16:44:24 main:574] : INFO : Epoch 1945 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 8686.89 ms [2022-04-10 16:44:35 main:574] : INFO : Epoch 1946 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 10892.9 ms [2022-04-10 16:44:44 main:574] : INFO : Epoch 1947 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 8928.13 ms [2022-04-10 16:44:53 main:574] : INFO : Epoch 1948 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 9279.46 ms [2022-04-10 16:45:03 main:574] : INFO : Epoch 1949 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 9635.83 ms [2022-04-10 16:45:12 main:574] : INFO : Epoch 1950 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 9180.64 ms [2022-04-10 16:45:21 main:574] : INFO : Epoch 1951 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 9167.17 ms [2022-04-10 16:45:33 main:574] : INFO : Epoch 1952 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 11652.9 ms [2022-04-10 16:45:43 main:574] : INFO : Epoch 1953 | loss: 0.0312494 | val_loss: 0.0312519 | Time: 10001.8 ms [2022-04-10 16:45:52 main:574] : INFO : Epoch 1954 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 9334.53 ms [2022-04-10 16:46:01 main:574] : INFO : Epoch 1955 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 9101.2 ms [2022-04-10 16:46:11 main:574] : INFO : Epoch 1956 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 9341.94 ms [2022-04-10 16:46:20 main:574] : INFO : Epoch 1957 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 9291.05 ms [2022-04-10 16:46:29 main:574] : INFO : Epoch 1958 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 8919.8 ms [2022-04-10 16:46:39 main:574] : INFO : Epoch 1959 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 10028.7 ms [2022-04-10 16:46:48 main:574] : INFO : Epoch 1960 | loss: 0.0312488 | val_loss: 0.031249 | Time: 9224.5 ms [2022-04-10 16:46:57 main:574] : INFO : Epoch 1961 | loss: 0.031249 | val_loss: 0.0312503 | Time: 9302.34 ms [2022-04-10 16:47:07 main:574] : INFO : Epoch 1962 | loss: 0.03125 | val_loss: 0.0312499 | Time: 9908.59 ms [2022-04-10 16:47:16 main:574] : INFO : Epoch 1963 | loss: 0.031249 | val_loss: 0.0312502 | Time: 9027.31 ms [2022-04-10 16:47:25 main:574] : INFO : Epoch 1964 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 9009.89 ms [2022-04-10 16:47:36 main:574] : INFO : Epoch 1965 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 10408 ms [2022-04-10 16:47:45 main:574] : INFO : Epoch 1966 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 9230.48 ms [2022-04-10 16:47:55 main:574] : INFO : Epoch 1967 | loss: 0.031249 | val_loss: 0.0312493 | Time: 9686.86 ms [2022-04-10 16:48:04 main:574] : INFO : Epoch 1968 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 9249.01 ms [2022-04-10 16:48:13 main:574] : INFO : Epoch 1969 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 9049.98 ms [2022-04-10 16:48:23 main:574] : INFO : Epoch 1970 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 9388.21 ms [2022-04-10 16:48:32 main:574] : INFO : Epoch 1971 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 9553.82 ms [2022-04-10 16:48:42 main:574] : INFO : Epoch 1972 | loss: 0.031249 | val_loss: 0.0312499 | Time: 9767.36 ms [2022-04-10 16:48:52 main:574] : INFO : Epoch 1973 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 9663.8 ms [2022-04-10 16:49:01 main:574] : INFO : Epoch 1974 | loss: 0.0312487 | val_loss: 0.03125 | Time: 9118 ms [2022-04-10 16:49:11 main:574] : INFO : Epoch 1975 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 9972.45 ms [2022-04-10 16:49:20 main:574] : INFO : Epoch 1976 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 9637.17 ms [2022-04-10 16:49:29 main:574] : INFO : Epoch 1977 | loss: 0.0312485 | val_loss: 0.0312505 | Time: 8739.51 ms [2022-04-10 16:49:39 main:574] : INFO : Epoch 1978 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 10417.7 ms [2022-04-10 16:49:52 main:574] : INFO : Epoch 1979 | loss: 0.0312495 | val_loss: 0.0312526 | Time: 12928.7 ms [2022-04-10 16:50:02 main:574] : INFO : Epoch 1980 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 9294.89 ms [2022-04-10 16:50:12 main:574] : INFO : Epoch 1981 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 10292.7 ms [2022-04-10 16:50:22 main:574] : INFO : Epoch 1982 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 9513.62 ms [2022-04-10 16:50:31 main:574] : INFO : Epoch 1983 | loss: 0.0312485 | val_loss: 0.031249 | Time: 9639.33 ms [2022-04-10 16:50:41 main:574] : INFO : Epoch 1984 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 10020.2 ms [2022-04-10 16:50:51 main:574] : INFO : Epoch 1985 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 9499.75 ms [2022-04-10 16:51:01 main:574] : INFO : Epoch 1986 | loss: 0.0312522 | val_loss: 0.0312507 | Time: 10546.2 ms [2022-04-10 16:51:11 main:574] : INFO : Epoch 1987 | loss: 0.0312517 | val_loss: 0.0312491 | Time: 9631.19 ms [2022-04-10 16:51:21 main:574] : INFO : Epoch 1988 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 10282.2 ms [2022-04-10 16:51:31 main:574] : INFO : Epoch 1989 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 9561.57 ms [2022-04-10 16:51:41 main:574] : INFO : Epoch 1990 | loss: 0.0312489 | val_loss: 0.031249 | Time: 10043.6 ms [2022-04-10 16:51:50 main:574] : INFO : Epoch 1991 | loss: 0.0312497 | val_loss: 0.0312531 | Time: 9273.07 ms [2022-04-10 16:52:00 main:574] : INFO : Epoch 1992 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 9835.03 ms [2022-04-10 16:52:09 main:574] : INFO : Epoch 1993 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 9238.12 ms [2022-04-10 16:52:19 main:574] : INFO : Epoch 1994 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 9388.78 ms [2022-04-10 16:52:29 main:574] : INFO : Epoch 1995 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 10037.3 ms [2022-04-10 16:52:40 main:574] : INFO : Epoch 1996 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 11047.2 ms [2022-04-10 16:52:50 main:574] : INFO : Epoch 1997 | loss: 0.0312498 | val_loss: 0.0312523 | Time: 9887.26 ms [2022-04-10 16:53:00 main:574] : INFO : Epoch 1998 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 10098.7 ms [2022-04-10 16:53:10 main:574] : INFO : Epoch 1999 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 9958.2 ms [2022-04-10 16:53:22 main:574] : INFO : Epoch 2000 | loss: 0.031249 | val_loss: 0.0312512 | Time: 12717.9 ms [2022-04-10 16:53:34 main:574] : INFO : Epoch 2001 | loss: 0.0312491 | val_loss: 0.03125 | Time: 11197.9 ms [2022-04-10 16:53:44 main:574] : INFO : Epoch 2002 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 10023 ms [2022-04-10 16:53:55 main:574] : INFO : Epoch 2003 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 11475.1 ms [2022-04-10 16:54:05 main:574] : INFO : Epoch 2004 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 9501.62 ms [2022-04-10 16:54:14 main:574] : INFO : Epoch 2005 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 9199.68 ms [2022-04-10 16:54:24 main:574] : INFO : Epoch 2006 | loss: 0.0312491 | val_loss: 0.031249 | Time: 10221.9 ms [2022-04-10 16:54:34 main:574] : INFO : Epoch 2007 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 10394.4 ms [2022-04-10 16:54:44 main:574] : INFO : Epoch 2008 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 9517.73 ms [2022-04-10 16:54:54 main:574] : INFO : Epoch 2009 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 9583.05 ms [2022-04-10 16:55:03 main:574] : INFO : Epoch 2010 | loss: 0.0312507 | val_loss: 0.0312492 | Time: 9277.2 ms [2022-04-10 16:55:16 main:574] : INFO : Epoch 2011 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 13084.3 ms [2022-04-10 16:55:26 main:574] : INFO : Epoch 2012 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 9690.09 ms [2022-04-10 16:55:37 main:574] : INFO : Epoch 2013 | loss: 0.0312503 | val_loss: 0.0312531 | Time: 11029.8 ms [2022-04-10 16:55:46 main:574] : INFO : Epoch 2014 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 9322.99 ms [2022-04-10 16:55:55 main:574] : INFO : Epoch 2015 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 9124.73 ms [2022-04-10 16:56:05 main:574] : INFO : Epoch 2016 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 9517.11 ms [2022-04-10 16:56:14 main:574] : INFO : Epoch 2017 | loss: 0.0312493 | val_loss: 0.031251 | Time: 9879.29 ms [2022-04-10 16:56:25 main:574] : INFO : Epoch 2018 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 10128.1 ms [2022-04-10 16:56:36 main:574] : INFO : Epoch 2019 | loss: 0.0312539 | val_loss: 0.0312516 | Time: 11313.4 ms [2022-04-10 16:56:47 main:574] : INFO : Epoch 2020 | loss: 0.031251 | val_loss: 0.0312493 | Time: 11072.8 ms [2022-04-10 16:56:57 main:574] : INFO : Epoch 2021 | loss: 0.0312493 | val_loss: 0.03125 | Time: 9773.98 ms [2022-04-10 16:57:06 main:574] : INFO : Epoch 2022 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 9548.8 ms [2022-04-10 16:57:16 main:574] : INFO : Epoch 2023 | loss: 0.03125 | val_loss: 0.031252 | Time: 9959.8 ms [2022-04-10 16:57:26 main:574] : INFO : Epoch 2024 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 9606.4 ms [2022-04-10 16:57:36 main:574] : INFO : Epoch 2025 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 10229.1 ms [2022-04-10 16:57:46 main:574] : INFO : Epoch 2026 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 9784.22 ms [2022-04-10 16:57:56 main:574] : INFO : Epoch 2027 | loss: 0.031249 | val_loss: 0.031249 | Time: 9655.99 ms [2022-04-10 16:58:06 main:574] : INFO : Epoch 2028 | loss: 0.0312493 | val_loss: 0.0312587 | Time: 9878.85 ms [2022-04-10 16:58:15 main:574] : INFO : Epoch 2029 | loss: 0.0312554 | val_loss: 0.0312607 | Time: 8938.64 ms [2022-04-10 16:58:24 main:574] : INFO : Epoch 2030 | loss: 0.0312539 | val_loss: 0.0312515 | Time: 9799.03 ms [2022-04-10 16:58:34 main:574] : INFO : Epoch 2031 | loss: 0.0312495 | val_loss: 0.031251 | Time: 9812.75 ms [2022-04-10 16:58:44 main:574] : INFO : Epoch 2032 | loss: 0.0312524 | val_loss: 0.0312489 | Time: 9348.86 ms [2022-04-10 16:58:54 main:574] : INFO : Epoch 2033 | loss: 0.0312494 | val_loss: 0.0312564 | Time: 9986.27 ms [2022-04-10 16:59:06 main:574] : INFO : Epoch 2034 | loss: 0.031255 | val_loss: 0.0312532 | Time: 12253.6 ms [2022-04-10 16:59:15 main:574] : INFO : Epoch 2035 | loss: 0.0312516 | val_loss: 0.0312499 | Time: 9150.69 ms [2022-04-10 16:59:24 main:574] : INFO : Epoch 2036 | loss: 0.031253 | val_loss: 0.0312509 | Time: 9177.43 ms [2022-04-10 16:59:34 main:574] : INFO : Epoch 2037 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 10381.7 ms [2022-04-10 16:59:44 main:574] : INFO : Epoch 2038 | loss: 0.0312502 | val_loss: 0.031249 | Time: 9160.16 ms [2022-04-10 16:59:53 main:574] : INFO : Epoch 2039 | loss: 0.0312508 | val_loss: 0.0312546 | Time: 9611.41 ms [2022-04-10 17:00:04 main:574] : INFO : Epoch 2040 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 11118.7 ms [2022-04-10 17:00:15 main:574] : INFO : Epoch 2041 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 10183.9 ms [2022-04-10 17:00:24 main:574] : INFO : Epoch 2042 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 9144.4 ms [2022-04-10 17:00:34 main:574] : INFO : Epoch 2043 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 10667 ms [2022-04-10 17:00:44 main:574] : INFO : Epoch 2044 | loss: 0.0312487 | val_loss: 0.03125 | Time: 9284.83 ms [2022-04-10 17:00:53 main:574] : INFO : Epoch 2045 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 9314.14 ms [2022-04-10 17:01:03 main:574] : INFO : Epoch 2046 | loss: 0.0312523 | val_loss: 0.0312502 | Time: 9569.09 ms [2022-04-10 17:01:12 main:574] : INFO : Epoch 2047 | loss: 0.0312523 | val_loss: 0.0312509 | Time: 9064.41 ms [2022-04-10 17:01:22 main:574] : INFO : Epoch 2048 | loss: 0.031253 | val_loss: 0.0312589 | Time: 10007.1 ms [2022-04-10 17:01:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312589 [2022-04-10 17:01:22 main:603] : INFO : Saving end state to config to file [2022-04-10 17:01:22 main:608] : INFO : Success, exiting.. 17:01:22 (64476): 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)