Task 14466741
| Name | ParityModified-1647043020-31112-2-0_0 |
| Workunit | 11508740 |
| Created | 6 Apr 2022, 12:04:02 UTC |
| Sent | 11 Apr 2022, 0:09:48 UTC |
| Report deadline | 19 Apr 2022, 0:09:48 UTC |
| Received | 11 Apr 2022, 5:44:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17056 |
| Run time | 2 hours 13 min 52 sec |
| CPU time | 2 hours 10 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,162.35 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.68 GB |
| Peak swap size | 4.43 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 73.38 ms [2022-04-10 23:19:51 main:574] : INFO : Epoch 1542 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2793.3 ms [2022-04-10 23:19:53 main:574] : INFO : Epoch 1543 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2822.24 ms [2022-04-10 23:19:56 main:574] : INFO : Epoch 1544 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2857.62 ms [2022-04-10 23:19:59 main:574] : INFO : Epoch 1545 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2807.77 ms [2022-04-10 23:20:02 main:574] : INFO : Epoch 1546 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2827.64 ms [2022-04-10 23:20:05 main:574] : INFO : Epoch 1547 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2796.9 ms [2022-04-10 23:20:08 main:574] : INFO : Epoch 1548 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2800.31 ms [2022-04-10 23:20:10 main:574] : INFO : Epoch 1549 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2771.86 ms [2022-04-10 23:20:13 main:574] : INFO : Epoch 1550 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2862.21 ms [2022-04-10 23:20:16 main:574] : INFO : Epoch 1551 | loss: 0.0312503 | val_loss: 0.031251 | Time: 3132.6 ms [2022-04-10 23:20:19 main:574] : INFO : Epoch 1552 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 2841.13 ms [2022-04-10 23:20:22 main:574] : INFO : Epoch 1553 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2791.18 ms [2022-04-10 23:20:25 main:574] : INFO : Epoch 1554 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2785 ms [2022-04-10 23:20:28 main:574] : INFO : Epoch 1555 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 2801.8 ms [2022-04-10 23:20:30 main:574] : INFO : Epoch 1556 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2777.72 ms [2022-04-10 23:20:33 main:574] : INFO : Epoch 1557 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2826.99 ms [2022-04-10 23:20:36 main:574] : INFO : Epoch 1558 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 2809.08 ms [2022-04-10 23:20:39 main:574] : INFO : Epoch 1559 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 2822.44 ms [2022-04-10 23:20:42 main:574] : INFO : Epoch 1560 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2806.13 ms [2022-04-10 23:20:45 main:574] : INFO : Epoch 1561 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 2831.04 ms [2022-04-10 23:20:47 main:574] : INFO : Epoch 1562 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2748.02 ms [2022-04-10 23:20:50 main:574] : INFO : Epoch 1563 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2784.48 ms [2022-04-10 23:20:53 main:574] : INFO : Epoch 1564 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2803.52 ms [2022-04-10 23:20:56 main:574] : INFO : Epoch 1565 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2764.25 ms [2022-04-10 23:20:59 main:574] : INFO : Epoch 1566 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2792.44 ms [2022-04-10 23:21:01 main:574] : INFO : Epoch 1567 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2834.5 ms [2022-04-10 23:21:04 main:574] : INFO : Epoch 1568 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2794.25 ms [2022-04-10 23:21:07 main:574] : INFO : Epoch 1569 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2760.08 ms [2022-04-10 23:21:10 main:574] : INFO : Epoch 1570 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2786.91 ms [2022-04-10 23:21:13 main:574] : INFO : Epoch 1571 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2840.58 ms [2022-04-10 23:21:15 main:574] : INFO : Epoch 1572 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2840.93 ms [2022-04-10 23:21:18 main:574] : INFO : Epoch 1573 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2921.12 ms [2022-04-10 23:21:21 main:574] : INFO : Epoch 1574 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3108.63 ms [2022-04-10 23:21:24 main:574] : INFO : Epoch 1575 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2821.82 ms [2022-04-10 23:21:27 main:574] : INFO : Epoch 1576 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2804.91 ms [2022-04-10 23:21:30 main:574] : INFO : Epoch 1577 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2839.67 ms [2022-04-10 23:21:33 main:574] : INFO : Epoch 1578 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2753.64 ms [2022-04-10 23:21:36 main:574] : INFO : Epoch 1579 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2813.32 ms [2022-04-10 23:21:38 main:574] : INFO : Epoch 1580 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 2762.47 ms [2022-04-10 23:21:41 main:574] : INFO : Epoch 1581 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2835.14 ms [2022-04-10 23:21:44 main:574] : INFO : Epoch 1582 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2800.89 ms [2022-04-10 23:21:47 main:574] : INFO : Epoch 1583 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2806.08 ms [2022-04-10 23:21:50 main:574] : INFO : Epoch 1584 | loss: 0.0312539 | val_loss: 0.0312527 | Time: 2822.28 ms [2022-04-10 23:21:52 main:574] : INFO : Epoch 1585 | loss: 0.0312534 | val_loss: 0.0312559 | Time: 2780.5 ms [2022-04-10 23:21:55 main:574] : INFO : Epoch 1586 | loss: 0.031423 | val_loss: 0.0314741 | Time: 2792.83 ms [2022-04-10 23:21:58 main:574] : INFO : Epoch 1587 | loss: 0.0321392 | val_loss: 0.0314876 | Time: 2810.07 ms [2022-04-10 23:22:01 main:574] : INFO : Epoch 1588 | loss: 0.0314194 | val_loss: 0.0312977 | Time: 2800.88 ms [2022-04-10 23:22:04 main:574] : INFO : Epoch 1589 | loss: 0.0312694 | val_loss: 0.0312554 | Time: 2816.62 ms [2022-04-10 23:22:07 main:574] : INFO : Epoch 1590 | loss: 0.0312536 | val_loss: 0.0312515 | Time: 2775.99 ms [2022-04-10 23:22:09 main:574] : INFO : Epoch 1591 | loss: 0.031251 | val_loss: 0.0312531 | Time: 2848.43 ms [2022-04-10 23:22:12 main:574] : INFO : Epoch 1592 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2836.75 ms [2022-04-10 23:22:15 main:574] : INFO : Epoch 1593 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2787.52 ms [2022-04-10 23:22:18 main:574] : INFO : Epoch 1594 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 2812.1 ms [2022-04-10 23:22:21 main:574] : INFO : Epoch 1595 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 2788.88 ms [2022-04-10 23:22:24 main:574] : INFO : Epoch 1596 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2963.76 ms [2022-04-10 23:22:27 main:574] : INFO : Epoch 1597 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3063.27 ms [2022-04-10 23:22:30 main:574] : INFO : Epoch 1598 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2830.68 ms [2022-04-10 23:22:32 main:574] : INFO : Epoch 1599 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2786.45 ms [2022-04-10 23:22:35 main:574] : INFO : Epoch 1600 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2815.62 ms [2022-04-10 23:22:38 main:574] : INFO : Epoch 1601 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2820.43 ms [2022-04-10 23:22:41 main:574] : INFO : Epoch 1602 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2796.17 ms [2022-04-10 23:22:44 main:574] : INFO : Epoch 1603 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 2786.22 ms [2022-04-10 23:22:46 main:574] : INFO : Epoch 1604 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2828.64 ms [2022-04-10 23:22:49 main:574] : INFO : Epoch 1605 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2814.44 ms [2022-04-10 23:22:52 main:574] : INFO : Epoch 1606 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2885.26 ms [2022-04-10 23:22:55 main:574] : INFO : Epoch 1607 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2752.44 ms [2022-04-10 23:22:58 main:574] : INFO : Epoch 1608 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2777.52 ms [2022-04-10 23:23:01 main:574] : INFO : Epoch 1609 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2832.35 ms [2022-04-10 23:23:03 main:574] : INFO : Epoch 1610 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2840.94 ms [2022-04-10 23:23:06 main:574] : INFO : Epoch 1611 | loss: 0.0312511 | val_loss: 0.031252 | Time: 2832.53 ms [2022-04-10 23:23:09 main:574] : INFO : Epoch 1612 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2763.93 ms [2022-04-10 23:23:12 main:574] : INFO : Epoch 1613 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2785.85 ms [2022-04-10 23:23:15 main:574] : INFO : Epoch 1614 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2828.32 ms [2022-04-10 23:23:17 main:574] : INFO : Epoch 1615 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2822.79 ms [2022-04-10 23:23:20 main:574] : INFO : Epoch 1616 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 2785.52 ms [2022-04-10 23:23:23 main:574] : INFO : Epoch 1617 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2784.26 ms [2022-04-10 23:23:26 main:574] : INFO : Epoch 1618 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2808.22 ms [2022-04-10 23:23:29 main:574] : INFO : Epoch 1619 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 3037.32 ms [2022-04-10 23:23:32 main:574] : INFO : Epoch 1620 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 3004.38 ms [2022-04-10 23:23:35 main:574] : INFO : Epoch 1621 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2829.96 ms [2022-04-10 23:23:38 main:574] : INFO : Epoch 1622 | loss: 0.0312502 | val_loss: 0.031251 | Time: 2768.44 ms [2022-04-10 23:23:40 main:574] : INFO : Epoch 1623 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2787.23 ms [2022-04-10 23:23:43 main:574] : INFO : Epoch 1624 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2779.72 ms [2022-04-10 23:23:46 main:574] : INFO : Epoch 1625 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2870.62 ms [2022-04-10 23:23:49 main:574] : INFO : Epoch 1626 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2826.73 ms [2022-04-10 23:23:52 main:574] : INFO : Epoch 1627 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2794.15 ms [2022-04-10 23:23:55 main:574] : INFO : Epoch 1628 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2788.45 ms [2022-04-10 23:23:57 main:574] : INFO : Epoch 1629 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2800 ms [2022-04-10 23:24:00 main:574] : INFO : Epoch 1630 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2845.93 ms [2022-04-10 23:24:03 main:574] : INFO : Epoch 1631 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2790.54 ms [2022-04-10 23:24:06 main:574] : INFO : Epoch 1632 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 2804.02 ms [2022-04-10 23:24:09 main:574] : INFO : Epoch 1633 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2837.83 ms [2022-04-10 23:24:11 main:574] : INFO : Epoch 1634 | loss: 0.031251 | val_loss: 0.0312525 | Time: 2780.73 ms [2022-04-10 23:24:14 main:574] : INFO : Epoch 1635 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 2805.1 ms [2022-04-10 23:24:17 main:574] : INFO : Epoch 1636 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 2777.57 ms [2022-04-10 23:24:20 main:574] : INFO : Epoch 1637 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 2793.73 ms [2022-04-10 23:24:23 main:574] : INFO : Epoch 1638 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2798.52 ms [2022-04-10 23:24:25 main:574] : INFO : Epoch 1639 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2808.53 ms [2022-04-10 23:24:28 main:574] : INFO : Epoch 1640 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2804.8 ms [2022-04-10 23:24:31 main:574] : INFO : Epoch 1641 | loss: 0.0312507 | val_loss: 0.0312543 | Time: 2821.22 ms [2022-04-10 23:24:34 main:574] : INFO : Epoch 1642 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 3121.18 ms [2022-04-10 23:24:37 main:574] : INFO : Epoch 1643 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 2876.19 ms [2022-04-10 23:24:40 main:574] : INFO : Epoch 1644 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2815.98 ms [2022-04-10 23:24:43 main:574] : INFO : Epoch 1645 | loss: 0.0312514 | val_loss: 0.031251 | Time: 2804.98 ms [2022-04-10 23:24:46 main:574] : INFO : Epoch 1646 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 2815.1 ms [2022-04-10 23:24:48 main:574] : INFO : Epoch 1647 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2847.76 ms [2022-04-10 23:24:51 main:574] : INFO : Epoch 1648 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2778.31 ms [2022-04-10 23:24:54 main:574] : INFO : Epoch 1649 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2806.8 ms [2022-04-10 23:24:57 main:574] : INFO : Epoch 1650 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2810.49 ms [2022-04-10 23:25:00 main:574] : INFO : Epoch 1651 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2805.96 ms [2022-04-10 23:25:03 main:574] : INFO : Epoch 1652 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2767.44 ms [2022-04-10 23:25:05 main:574] : INFO : Epoch 1653 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2756.27 ms [2022-04-10 23:25:08 main:574] : INFO : Epoch 1654 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2754.46 ms [2022-04-10 23:25:11 main:574] : INFO : Epoch 1655 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 2783.43 ms [2022-04-10 23:25:14 main:574] : INFO : Epoch 1656 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2798.46 ms [2022-04-10 23:25:16 main:574] : INFO : Epoch 1657 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 2801.73 ms [2022-04-10 23:25:19 main:574] : INFO : Epoch 1658 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2810.46 ms [2022-04-10 23:25:22 main:574] : INFO : Epoch 1659 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2788.7 ms [2022-04-10 23:25:25 main:574] : INFO : Epoch 1660 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2814.69 ms [2022-04-10 23:25:28 main:574] : INFO : Epoch 1661 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2773.03 ms [2022-04-10 23:25:31 main:574] : INFO : Epoch 1662 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2864.12 ms [2022-04-10 23:25:33 main:574] : INFO : Epoch 1663 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2814.87 ms [2022-04-10 23:25:36 main:574] : INFO : Epoch 1664 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2984.26 ms [2022-04-10 23:25:39 main:574] : INFO : Epoch 1665 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2987.05 ms [2022-04-10 23:25:42 main:574] : INFO : Epoch 1666 | loss: 0.031251 | val_loss: 0.0312514 | Time: 2806.09 ms [2022-04-10 23:25:45 main:574] : INFO : Epoch 1667 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2762.76 ms [2022-04-10 23:25:48 main:574] : INFO : Epoch 1668 | loss: 0.0312509 | val_loss: 0.0312533 | Time: 2788.51 ms [2022-04-10 23:25:51 main:574] : INFO : Epoch 1669 | loss: 0.0312526 | val_loss: 0.0312512 | Time: 2823.64 ms [2022-04-10 23:25:53 main:574] : INFO : Epoch 1670 | loss: 0.0312517 | val_loss: 0.0312514 | Time: 2775.75 ms [2022-04-10 23:25:56 main:574] : INFO : Epoch 1671 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2812.44 ms [2022-04-10 23:25:59 main:574] : INFO : Epoch 1672 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2821.17 ms [2022-04-10 23:26:02 main:574] : INFO : Epoch 1673 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2832.67 ms [2022-04-10 23:26:05 main:574] : INFO : Epoch 1674 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2826.11 ms [2022-04-10 23:26:08 main:574] : INFO : Epoch 1675 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2783.6 ms [2022-04-10 23:26:10 main:574] : INFO : Epoch 1676 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2803.56 ms [2022-04-10 23:26:13 main:574] : INFO : Epoch 1677 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 2831.42 ms [2022-04-10 23:26:16 main:574] : INFO : Epoch 1678 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2776.26 ms [2022-04-10 23:26:19 main:574] : INFO : Epoch 1679 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2834.96 ms [2022-04-10 23:26:22 main:574] : INFO : Epoch 1680 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2759.25 ms [2022-04-10 23:26:24 main:574] : INFO : Epoch 1681 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2798.97 ms [2022-04-10 23:26:27 main:574] : INFO : Epoch 1682 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 2819.68 ms [2022-04-10 23:26:30 main:574] : INFO : Epoch 1683 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2846.07 ms [2022-04-10 23:26:33 main:574] : INFO : Epoch 1684 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2800.9 ms [2022-04-10 23:26:36 main:574] : INFO : Epoch 1685 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2740.98 ms [2022-04-10 23:26:39 main:574] : INFO : Epoch 1686 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2967.57 ms [2022-04-10 23:26:42 main:574] : INFO : Epoch 1687 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 3076.03 ms [2022-04-10 23:26:45 main:574] : INFO : Epoch 1688 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2824.13 ms [2022-04-10 23:26:47 main:574] : INFO : Epoch 1689 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2879.18 ms [2022-04-10 23:26:50 main:574] : INFO : Epoch 1690 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2793.51 ms [2022-04-10 23:26:53 main:574] : INFO : Epoch 1691 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2787.99 ms [2022-04-10 23:26:56 main:574] : INFO : Epoch 1692 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2825.85 ms [2022-04-10 23:26:59 main:574] : INFO : Epoch 1693 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2774.91 ms [2022-04-10 23:27:02 main:574] : INFO : Epoch 1694 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2865.07 ms [2022-04-10 23:27:04 main:574] : INFO : Epoch 1695 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2822.64 ms [2022-04-10 23:27:07 main:574] : INFO : Epoch 1696 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2752.21 ms [2022-04-10 23:27:10 main:574] : INFO : Epoch 1697 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2808.01 ms [2022-04-10 23:27:13 main:574] : INFO : Epoch 1698 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2768.45 ms [2022-04-10 23:27:16 main:574] : INFO : Epoch 1699 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2807.53 ms [2022-04-10 23:27:18 main:574] : INFO : Epoch 1700 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2814.98 ms [2022-04-10 23:27:21 main:574] : INFO : Epoch 1701 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 2786.97 ms [2022-04-10 23:27:24 main:574] : INFO : Epoch 1702 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2751.69 ms [2022-04-10 23:27:27 main:574] : INFO : Epoch 1703 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2787.62 ms [2022-04-10 23:27:30 main:574] : INFO : Epoch 1704 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2769.75 ms [2022-04-10 23:27:32 main:574] : INFO : Epoch 1705 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2826.15 ms [2022-04-10 23:27:35 main:574] : INFO : Epoch 1706 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2787.1 ms [2022-04-10 23:27:38 main:574] : INFO : Epoch 1707 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2775.55 ms [2022-04-10 23:27:41 main:574] : INFO : Epoch 1708 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2803.02 ms [2022-04-10 23:27:44 main:574] : INFO : Epoch 1709 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3051.97 ms [2022-04-10 23:27:47 main:574] : INFO : Epoch 1710 | loss: 0.0312506 | val_loss: 0.031251 | Time: 3092.08 ms [2022-04-10 23:27:50 main:574] : INFO : Epoch 1711 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2832.62 ms [2022-04-10 23:27:53 main:574] : INFO : Epoch 1712 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2799.37 ms [2022-04-10 23:27:55 main:574] : INFO : Epoch 1713 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2809.94 ms [2022-04-10 23:27:58 main:574] : INFO : Epoch 1714 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2827.1 ms [2022-04-10 23:28:01 main:574] : INFO : Epoch 1715 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2818.85 ms [2022-04-10 23:28:04 main:574] : INFO : Epoch 1716 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2823.37 ms [2022-04-10 23:28:07 main:574] : INFO : Epoch 1717 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2818.19 ms [2022-04-10 23:28:10 main:574] : INFO : Epoch 1718 | loss: 0.031251 | val_loss: 0.0312514 | Time: 2817.3 ms [2022-04-10 23:28:12 main:574] : INFO : Epoch 1719 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2784.21 ms [2022-04-10 23:28:15 main:574] : INFO : Epoch 1720 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2761.97 ms [2022-04-10 23:28:18 main:574] : INFO : Epoch 1721 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 2822.95 ms [2022-04-10 23:28:21 main:574] : INFO : Epoch 1722 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2769.2 ms [2022-04-10 23:28:24 main:574] : INFO : Epoch 1723 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2860.14 ms [2022-04-10 23:28:26 main:574] : INFO : Epoch 1724 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 2775.38 ms [2022-04-10 23:28:29 main:574] : INFO : Epoch 1725 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2826.69 ms [2022-04-10 23:28:32 main:574] : INFO : Epoch 1726 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2794.13 ms [2022-04-10 23:28:35 main:574] : INFO : Epoch 1727 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2805.44 ms [2022-04-10 23:28:38 main:574] : INFO : Epoch 1728 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2804.49 ms [2022-04-10 23:28:40 main:574] : INFO : Epoch 1729 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 2817.02 ms [2022-04-10 23:28:43 main:574] : INFO : Epoch 1730 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2779.96 ms [2022-04-10 23:28:46 main:574] : INFO : Epoch 1731 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3008.21 ms [2022-04-10 23:28:49 main:574] : INFO : Epoch 1732 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3153.08 ms [2022-04-10 23:28:52 main:574] : INFO : Epoch 1733 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2818.7 ms [2022-04-10 23:28:55 main:574] : INFO : Epoch 1734 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2840.29 ms [2022-04-10 23:28:58 main:574] : INFO : Epoch 1735 | loss: 0.03125 | val_loss: 0.031251 | Time: 2805.85 ms [2022-04-10 23:29:01 main:574] : INFO : Epoch 1736 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2855.51 ms [2022-04-10 23:29:04 main:574] : INFO : Epoch 1737 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 2803.7 ms [2022-04-10 23:29:06 main:574] : INFO : Epoch 1738 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2796.77 ms [2022-04-10 23:29:09 main:574] : INFO : Epoch 1739 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2814.18 ms [2022-04-10 23:29:12 main:574] : INFO : Epoch 1740 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2811.02 ms [2022-04-10 23:29:15 main:574] : INFO : Epoch 1741 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2750.96 ms [2022-04-10 23:29:18 main:574] : INFO : Epoch 1742 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2785.82 ms [2022-04-10 23:29:20 main:574] : INFO : Epoch 1743 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2807.51 ms [2022-04-10 23:29:23 main:574] : INFO : Epoch 1744 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2820.66 ms [2022-04-10 23:29:26 main:574] : INFO : Epoch 1745 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2748.65 ms [2022-04-10 23:29:29 main:574] : INFO : Epoch 1746 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2762.57 ms [2022-04-10 23:29:32 main:574] : INFO : Epoch 1747 | loss: 0.0312508 | val_loss: 0.0312546 | Time: 2812.61 ms [2022-04-10 23:29:34 main:574] : INFO : Epoch 1748 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 2804.52 ms [2022-04-10 23:29:37 main:574] : INFO : Epoch 1749 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2808.88 ms [2022-04-10 23:29:40 main:574] : INFO : Epoch 1750 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2857.91 ms [2022-04-10 23:29:43 main:574] : INFO : Epoch 1751 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2801.48 ms [2022-04-10 23:29:46 main:574] : INFO : Epoch 1752 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2810.86 ms [2022-04-10 23:29:49 main:574] : INFO : Epoch 1753 | loss: 0.0312504 | val_loss: 0.0312532 | Time: 2779.08 ms [2022-04-10 23:29:52 main:574] : INFO : Epoch 1754 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 3058.38 ms [2022-04-10 23:29:55 main:574] : INFO : Epoch 1755 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3042.02 ms [2022-04-10 23:29:58 main:574] : INFO : Epoch 1756 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2832.14 ms [2022-04-10 23:30:00 main:574] : INFO : Epoch 1757 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2818.94 ms [2022-04-10 23:30:03 main:574] : INFO : Epoch 1758 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2766.59 ms [2022-04-10 23:30:06 main:574] : INFO : Epoch 1759 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2780.09 ms [2022-04-10 23:30:09 main:574] : INFO : Epoch 1760 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 2753.71 ms [2022-04-10 23:30:12 main:574] : INFO : Epoch 1761 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2829 ms [2022-04-10 23:30:14 main:574] : INFO : Epoch 1762 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2732.29 ms [2022-04-10 23:30:17 main:574] : INFO : Epoch 1763 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 2802.21 ms [2022-04-10 23:30:20 main:574] : INFO : Epoch 1764 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2810.14 ms [2022-04-10 23:30:23 main:574] : INFO : Epoch 1765 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2806.68 ms [2022-04-10 23:30:26 main:574] : INFO : Epoch 1766 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 2832.77 ms [2022-04-10 23:30:28 main:574] : INFO : Epoch 1767 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2839.73 ms [2022-04-10 23:30:31 main:574] : INFO : Epoch 1768 | loss: 0.0312508 | val_loss: 0.031252 | Time: 2798.73 ms [2022-04-10 23:30:34 main:574] : INFO : Epoch 1769 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 2814.9 ms [2022-04-10 23:30:37 main:574] : INFO : Epoch 1770 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2816.89 ms [2022-04-10 23:30:40 main:574] : INFO : Epoch 1771 | loss: 0.0312505 | val_loss: 0.0312521 | Time: 2791.5 ms [2022-04-10 23:30:42 main:574] : INFO : Epoch 1772 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2764.48 ms [2022-04-10 23:30:45 main:574] : INFO : Epoch 1773 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2790.66 ms [2022-04-10 23:30:48 main:574] : INFO : Epoch 1774 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2759.95 ms [2022-04-10 23:30:51 main:574] : INFO : Epoch 1775 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2818.38 ms [2022-04-10 23:30:54 main:574] : INFO : Epoch 1776 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2894.09 ms [2022-04-10 23:30:57 main:574] : INFO : Epoch 1777 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 3213.19 ms [2022-04-10 23:31:00 main:574] : INFO : Epoch 1778 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2932.81 ms [2022-04-10 23:31:03 main:574] : INFO : Epoch 1779 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2878.55 ms [2022-04-10 23:31:06 main:574] : INFO : Epoch 1780 | loss: 0.03125 | val_loss: 0.0312514 | Time: 2780.62 ms [2022-04-10 23:31:09 main:574] : INFO : Epoch 1781 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2887.89 ms [2022-04-10 23:31:11 main:574] : INFO : Epoch 1782 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2799.84 ms [2022-04-10 23:31:14 main:574] : INFO : Epoch 1783 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2806.66 ms [2022-04-10 23:31:17 main:574] : INFO : Epoch 1784 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2791.73 ms [2022-04-10 23:31:20 main:574] : INFO : Epoch 1785 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2823.32 ms [2022-04-10 23:31:23 main:574] : INFO : Epoch 1786 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2847.6 ms [2022-04-10 23:31:25 main:574] : INFO : Epoch 1787 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2818.02 ms [2022-04-10 23:31:28 main:574] : INFO : Epoch 1788 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2785.47 ms [2022-04-10 23:31:31 main:574] : INFO : Epoch 1789 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 2773.31 ms [2022-04-10 23:31:34 main:574] : INFO : Epoch 1790 | loss: 0.0312515 | val_loss: 0.031253 | Time: 2795.17 ms [2022-04-10 23:31:37 main:574] : INFO : Epoch 1791 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2797.24 ms [2022-04-10 23:31:39 main:574] : INFO : Epoch 1792 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2798.64 ms [2022-04-10 23:31:42 main:574] : INFO : Epoch 1793 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2831.79 ms [2022-04-10 23:31:45 main:574] : INFO : Epoch 1794 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2825.36 ms [2022-04-10 23:31:48 main:574] : INFO : Epoch 1795 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2817.73 ms [2022-04-10 23:31:51 main:574] : INFO : Epoch 1796 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2845.78 ms [2022-04-10 23:31:54 main:574] : INFO : Epoch 1797 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2845.48 ms [2022-04-10 23:31:57 main:574] : INFO : Epoch 1798 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2976.57 ms [2022-04-10 23:32:00 main:574] : INFO : Epoch 1799 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 3133.89 ms [2022-04-10 23:32:03 main:574] : INFO : Epoch 1800 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2821.34 ms [2022-04-10 23:32:06 main:574] : INFO : Epoch 1801 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2826.13 ms [2022-04-10 23:32:08 main:574] : INFO : Epoch 1802 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2821.36 ms [2022-04-10 23:32:11 main:574] : INFO : Epoch 1803 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2809.31 ms [2022-04-10 23:32:14 main:574] : INFO : Epoch 1804 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 2779.04 ms [2022-04-10 23:32:17 main:574] : INFO : Epoch 1805 | loss: 0.0312502 | val_loss: 0.0312529 | Time: 2783.16 ms [2022-04-10 23:32:20 main:574] : INFO : Epoch 1806 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2805 ms [2022-04-10 23:32:22 main:574] : INFO : Epoch 1807 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2786.54 ms [2022-04-10 23:32:25 main:574] : INFO : Epoch 1808 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2772.44 ms [2022-04-10 23:32:28 main:574] : INFO : Epoch 1809 | loss: 0.0312523 | val_loss: 0.0312527 | Time: 2828.56 ms [2022-04-10 23:32:31 main:574] : INFO : Epoch 1810 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 2831.14 ms [2022-04-10 23:32:34 main:574] : INFO : Epoch 1811 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2778.77 ms [2022-04-10 23:32:36 main:574] : INFO : Epoch 1812 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2799.38 ms [2022-04-10 23:32:39 main:574] : INFO : Epoch 1813 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2839.51 ms [2022-04-10 23:32:42 main:574] : INFO : Epoch 1814 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2758.15 ms [2022-04-10 23:32:45 main:574] : INFO : Epoch 1815 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2775.69 ms [2022-04-10 23:32:48 main:574] : INFO : Epoch 1816 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2811.69 ms [2022-04-10 23:32:50 main:574] : INFO : Epoch 1817 | loss: 0.0312502 | val_loss: 0.031251 | Time: 2831.99 ms [2022-04-10 23:32:53 main:574] : INFO : Epoch 1818 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2822.82 ms [2022-04-10 23:32:56 main:574] : INFO : Epoch 1819 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2804.86 ms [2022-04-10 23:32:59 main:574] : INFO : Epoch 1820 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2793.96 ms [2022-04-10 23:33:02 main:574] : INFO : Epoch 1821 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2867.89 ms [2022-04-10 23:33:05 main:574] : INFO : Epoch 1822 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3109.74 ms [2022-04-10 23:33:08 main:574] : INFO : Epoch 1823 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2940.16 ms [2022-04-10 23:33:11 main:574] : INFO : Epoch 1824 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2853.99 ms [2022-04-10 23:33:14 main:574] : INFO : Epoch 1825 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 2791.21 ms [2022-04-10 23:33:16 main:574] : INFO : Epoch 1826 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2775.69 ms [2022-04-10 23:33:19 main:574] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2785.66 ms [2022-04-10 23:33:22 main:574] : INFO : Epoch 1828 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2826.58 ms [2022-04-10 23:33:25 main:574] : INFO : Epoch 1829 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2823.84 ms [2022-04-10 23:33:28 main:574] : INFO : Epoch 1830 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2825.72 ms [2022-04-10 23:33:30 main:574] : INFO : Epoch 1831 | loss: 0.0312505 | val_loss: 0.0312525 | Time: 2798.69 ms [2022-04-10 23:33:33 main:574] : INFO : Epoch 1832 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2760.67 ms [2022-04-10 23:33:36 main:574] : INFO : Epoch 1833 | loss: 0.0312516 | val_loss: 0.0312537 | Time: 2791.14 ms [2022-04-10 23:33:39 main:574] : INFO : Epoch 1834 | loss: 0.031251 | val_loss: 0.031251 | Time: 2826.13 ms [2022-04-10 23:33:42 main:574] : INFO : Epoch 1835 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2845.58 ms [2022-04-10 23:33:45 main:574] : INFO : Epoch 1836 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2846.36 ms [2022-04-10 23:33:47 main:574] : INFO : Epoch 1837 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2803.98 ms [2022-04-10 23:33:50 main:574] : INFO : Epoch 1838 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2822.57 ms [2022-04-10 23:33:53 main:574] : INFO : Epoch 1839 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2789.19 ms [2022-04-10 23:33:56 main:574] : INFO : Epoch 1840 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2823.37 ms [2022-04-10 23:33:59 main:574] : INFO : Epoch 1841 | loss: 0.0312503 | val_loss: 0.0312553 | Time: 2812.94 ms [2022-04-10 23:34:02 main:574] : INFO : Epoch 1842 | loss: 0.0312517 | val_loss: 0.0312522 | Time: 2840.11 ms [2022-04-10 23:34:04 main:574] : INFO : Epoch 1843 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2815.19 ms [2022-04-10 23:34:07 main:574] : INFO : Epoch 1844 | loss: 0.03125 | val_loss: 0.0312507 | Time: 3090.47 ms [2022-04-10 23:34:11 main:574] : INFO : Epoch 1845 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 3010.99 ms [2022-04-10 23:34:13 main:574] : INFO : Epoch 1846 | loss: 0.0312528 | val_loss: 0.0312505 | Time: 2828.29 ms [2022-04-10 23:34:16 main:574] : INFO : Epoch 1847 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 2800.49 ms [2022-04-10 23:34:19 main:574] : INFO : Epoch 1848 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2788.05 ms [2022-04-10 23:34:22 main:574] : INFO : Epoch 1849 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2811.7 ms [2022-04-10 23:34:25 main:574] : INFO : Epoch 1850 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2796.34 ms [2022-04-10 23:34:27 main:574] : INFO : Epoch 1851 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2791.25 ms [2022-04-10 23:34:30 main:574] : INFO : Epoch 1852 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2775.88 ms [2022-04-10 23:34:33 main:574] : INFO : Epoch 1853 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 2845.39 ms [2022-04-10 23:34:36 main:574] : INFO : Epoch 1854 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 2798.17 ms [2022-04-10 23:34:39 main:574] : INFO : Epoch 1855 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 2822.32 ms [2022-04-10 23:34:41 main:574] : INFO : Epoch 1856 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2807.75 ms [2022-04-10 23:34:44 main:574] : INFO : Epoch 1857 | loss: 0.0312504 | val_loss: 0.0312526 | Time: 2812.46 ms [2022-04-10 23:34:47 main:574] : INFO : Epoch 1858 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2807.1 ms [2022-04-10 23:34:50 main:574] : INFO : Epoch 1859 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2806.94 ms [2022-04-10 23:34:53 main:574] : INFO : Epoch 1860 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2892.66 ms [2022-04-10 23:34:56 main:574] : INFO : Epoch 1861 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 2789.79 ms [2022-04-10 23:34:59 main:574] : INFO : Epoch 1862 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2882.67 ms [2022-04-10 23:35:01 main:574] : INFO : Epoch 1863 | loss: 0.0312509 | val_loss: 0.0312522 | Time: 2799.15 ms [2022-04-10 23:35:04 main:574] : INFO : Epoch 1864 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2780.7 ms [2022-04-10 23:35:07 main:574] : INFO : Epoch 1865 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2802.44 ms [2022-04-10 23:35:10 main:574] : INFO : Epoch 1866 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 2798.86 ms [2022-04-10 23:35:13 main:574] : INFO : Epoch 1867 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3046.2 ms [2022-04-10 23:35:16 main:574] : INFO : Epoch 1868 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2995.66 ms [2022-04-10 23:35:19 main:574] : INFO : Epoch 1869 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2809.54 ms [2022-04-10 23:35:22 main:574] : INFO : Epoch 1870 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2843.53 ms [2022-04-10 23:35:24 main:574] : INFO : Epoch 1871 | loss: 0.031251 | val_loss: 0.031252 | Time: 2764.38 ms [2022-04-10 23:35:27 main:574] : INFO : Epoch 1872 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 2827.49 ms [2022-04-10 23:35:30 main:574] : INFO : Epoch 1873 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 2815.46 ms [2022-04-10 23:35:33 main:574] : INFO : Epoch 1874 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2850.1 ms [2022-04-10 23:35:36 main:574] : INFO : Epoch 1875 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2800.93 ms [2022-04-10 23:35:38 main:574] : INFO : Epoch 1876 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2759.84 ms [2022-04-10 23:35:41 main:574] : INFO : Epoch 1877 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2851.44 ms [2022-04-10 23:35:44 main:574] : INFO : Epoch 1878 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2837.69 ms [2022-04-10 23:35:47 main:574] : INFO : Epoch 1879 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2792.91 ms [2022-04-10 23:35:50 main:574] : INFO : Epoch 1880 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2806.94 ms [2022-04-10 23:35:53 main:574] : INFO : Epoch 1881 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2812.48 ms [2022-04-10 23:35:55 main:574] : INFO : Epoch 1882 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2785.25 ms [2022-04-10 23:35:58 main:574] : INFO : Epoch 1883 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2819.9 ms [2022-04-10 23:36:01 main:574] : INFO : Epoch 1884 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2788.39 ms [2022-04-10 23:36:04 main:574] : INFO : Epoch 1885 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2814.83 ms [2022-04-10 23:36:07 main:574] : INFO : Epoch 1886 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2768.79 ms [2022-04-10 23:36:09 main:574] : INFO : Epoch 1887 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2808.35 ms [2022-04-10 23:36:12 main:574] : INFO : Epoch 1888 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2853.47 ms [2022-04-10 23:36:15 main:574] : INFO : Epoch 1889 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2890.66 ms [2022-04-10 23:36:18 main:574] : INFO : Epoch 1890 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 3100.78 ms [2022-04-10 23:36:21 main:574] : INFO : Epoch 1891 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2881.43 ms [2022-04-10 23:36:24 main:574] : INFO : Epoch 1892 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2785.97 ms [2022-04-10 23:36:27 main:574] : INFO : Epoch 1893 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 2816.93 ms [2022-04-10 23:36:30 main:574] : INFO : Epoch 1894 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2864.69 ms [2022-04-10 23:36:32 main:574] : INFO : Epoch 1895 | loss: 0.03125 | val_loss: 0.031251 | Time: 2752.54 ms [2022-04-10 23:36:35 main:574] : INFO : Epoch 1896 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 2785.96 ms [2022-04-10 23:36:38 main:574] : INFO : Epoch 1897 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2844.6 ms [2022-04-10 23:36:41 main:574] : INFO : Epoch 1898 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2827.16 ms [2022-04-10 23:36:44 main:574] : INFO : Epoch 1899 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2828.34 ms [2022-04-10 23:36:47 main:574] : INFO : Epoch 1900 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2788.75 ms [2022-04-10 23:36:49 main:574] : INFO : Epoch 1901 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2827.79 ms [2022-04-10 23:36:52 main:574] : INFO : Epoch 1902 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2846.58 ms [2022-04-10 23:36:55 main:574] : INFO : Epoch 1903 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 2753.19 ms [2022-04-10 23:36:58 main:574] : INFO : Epoch 1904 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2820.35 ms [2022-04-10 23:37:01 main:574] : INFO : Epoch 1905 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2846.52 ms [2022-04-10 23:37:03 main:574] : INFO : Epoch 1906 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2773.14 ms [2022-04-10 23:37:06 main:574] : INFO : Epoch 1907 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2774.01 ms [2022-04-10 23:37:09 main:574] : INFO : Epoch 1908 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2807.55 ms [2022-04-10 23:37:12 main:574] : INFO : Epoch 1909 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2869.52 ms [2022-04-10 23:37:15 main:574] : INFO : Epoch 1910 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2792.36 ms [2022-04-10 23:37:18 main:574] : INFO : Epoch 1911 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2820.1 ms [2022-04-10 23:37:21 main:574] : INFO : Epoch 1912 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 3039.12 ms [2022-04-10 23:37:24 main:574] : INFO : Epoch 1913 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 3031.98 ms [2022-04-10 23:37:27 main:574] : INFO : Epoch 1914 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2859.04 ms [2022-04-10 23:37:29 main:574] : INFO : Epoch 1915 | loss: 0.0312504 | val_loss: 0.031252 | Time: 2837.05 ms [2022-04-10 23:37:32 main:574] : INFO : Epoch 1916 | loss: 0.0312516 | val_loss: 0.0312519 | Time: 2765.93 ms [2022-04-10 23:37:35 main:574] : INFO : Epoch 1917 | loss: 0.031252 | val_loss: 0.0312519 | Time: 2816.16 ms [2022-04-10 23:37:38 main:574] : INFO : Epoch 1918 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 2814.54 ms [2022-04-10 23:37:41 main:574] : INFO : Epoch 1919 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2793.28 ms [2022-04-10 23:37:43 main:574] : INFO : Epoch 1920 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2789.43 ms [2022-04-10 23:37:46 main:574] : INFO : Epoch 1921 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2830.54 ms [2022-04-10 23:37:49 main:574] : INFO : Epoch 1922 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2811.16 ms [2022-04-10 23:37:52 main:574] : INFO : Epoch 1923 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2831.4 ms [2022-04-10 23:37:55 main:574] : INFO : Epoch 1924 | loss: 0.0312508 | val_loss: 0.031253 | Time: 2851.21 ms [2022-04-10 23:37:58 main:574] : INFO : Epoch 1925 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2770.9 ms [2022-04-10 23:38:00 main:574] : INFO : Epoch 1926 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 2831.28 ms [2022-04-10 23:38:03 main:574] : INFO : Epoch 1927 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2830.4 ms [2022-04-10 23:38:06 main:574] : INFO : Epoch 1928 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2847.92 ms [2022-04-10 23:38:09 main:574] : INFO : Epoch 1929 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2757.85 ms [2022-04-10 23:38:12 main:574] : INFO : Epoch 1930 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2791.89 ms [2022-04-10 23:38:15 main:574] : INFO : Epoch 1931 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2783.12 ms [2022-04-10 23:38:17 main:574] : INFO : Epoch 1932 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2841.15 ms [2022-04-10 23:38:20 main:574] : INFO : Epoch 1933 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2832.6 ms [2022-04-10 23:38:23 main:574] : INFO : Epoch 1934 | loss: 0.0312507 | val_loss: 0.0312537 | Time: 2982.78 ms [2022-04-10 23:38:26 main:574] : INFO : Epoch 1935 | loss: 0.0312518 | val_loss: 0.0312505 | Time: 3090.65 ms [2022-04-10 23:38:29 main:574] : INFO : Epoch 1936 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2853.06 ms [2022-04-10 23:38:32 main:574] : INFO : Epoch 1937 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2827.17 ms [2022-04-10 23:38:35 main:574] : INFO : Epoch 1938 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2800.34 ms [2022-04-10 23:38:38 main:574] : INFO : Epoch 1939 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2826.49 ms [2022-04-10 23:38:40 main:574] : INFO : Epoch 1940 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2727.24 ms [2022-04-10 23:38:43 main:574] : INFO : Epoch 1941 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2814.64 ms [2022-04-10 23:38:46 main:574] : INFO : Epoch 1942 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2903.97 ms [2022-04-10 23:38:49 main:574] : INFO : Epoch 1943 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2891.79 ms [2022-04-10 23:38:52 main:574] : INFO : Epoch 1944 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2812.68 ms [2022-04-10 23:38:55 main:574] : INFO : Epoch 1945 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2803 ms [2022-04-10 23:38:57 main:574] : INFO : Epoch 1946 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 2783.71 ms [2022-04-10 23:39:00 main:574] : INFO : Epoch 1947 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2840.36 ms [2022-04-10 23:39:03 main:574] : INFO : Epoch 1948 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2824.12 ms [2022-04-10 23:39:06 main:574] : INFO : Epoch 1949 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2771.79 ms [2022-04-10 23:39:09 main:574] : INFO : Epoch 1950 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2834.22 ms [2022-04-10 23:39:12 main:574] : INFO : Epoch 1951 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2808.46 ms [2022-04-10 23:39:14 main:574] : INFO : Epoch 1952 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2823.46 ms [2022-04-10 23:39:17 main:574] : INFO : Epoch 1953 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2794.48 ms [2022-04-10 23:39:20 main:574] : INFO : Epoch 1954 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2819.96 ms [2022-04-10 23:39:23 main:574] : INFO : Epoch 1955 | loss: 0.0312514 | val_loss: 0.0312533 | Time: 2764.02 ms [2022-04-10 23:39:26 main:574] : INFO : Epoch 1956 | loss: 0.0312524 | val_loss: 0.0312581 | Time: 2918.84 ms [2022-04-10 23:39:29 main:574] : INFO : Epoch 1957 | loss: 0.0312524 | val_loss: 0.0312508 | Time: 3166.74 ms [2022-04-10 23:39:32 main:574] : INFO : Epoch 1958 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2860.66 ms [2022-04-10 23:39:35 main:574] : INFO : Epoch 1959 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2806.17 ms [2022-04-10 23:39:37 main:574] : INFO : Epoch 1960 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2858.84 ms [2022-04-10 23:39:40 main:574] : INFO : Epoch 1961 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2839.61 ms [2022-04-10 23:39:43 main:574] : INFO : Epoch 1962 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2869.75 ms [2022-04-10 23:39:46 main:574] : INFO : Epoch 1963 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2770.23 ms [2022-04-10 23:39:49 main:574] : INFO : Epoch 1964 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2795.79 ms [2022-04-10 23:39:52 main:574] : INFO : Epoch 1965 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2749.97 ms [2022-04-10 23:39:54 main:574] : INFO : Epoch 1966 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2806.46 ms [2022-04-10 23:39:57 main:574] : INFO : Epoch 1967 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2815.03 ms [2022-04-10 23:40:00 main:574] : INFO : Epoch 1968 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2830.23 ms [2022-04-10 23:40:03 main:574] : INFO : Epoch 1969 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2752.86 ms [2022-04-10 23:40:06 main:574] : INFO : Epoch 1970 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2785.79 ms [2022-04-10 23:40:08 main:574] : INFO : Epoch 1971 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 2810.46 ms [2022-04-10 23:40:11 main:574] : INFO : Epoch 1972 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 2791.68 ms [2022-04-10 23:40:14 main:574] : INFO : Epoch 1973 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2777.76 ms [2022-04-10 23:40:17 main:574] : INFO : Epoch 1974 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2793.33 ms [2022-04-10 23:40:20 main:574] : INFO : Epoch 1975 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2826.7 ms [2022-04-10 23:40:22 main:574] : INFO : Epoch 1976 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2791.74 ms [2022-04-10 23:40:25 main:574] : INFO : Epoch 1977 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2812.09 ms [2022-04-10 23:40:28 main:574] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2830.19 ms [2022-04-10 23:40:31 main:574] : INFO : Epoch 1979 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3062.5 ms [2022-04-10 23:40:34 main:574] : INFO : Epoch 1980 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2965.67 ms [2022-04-10 23:40:37 main:574] : INFO : Epoch 1981 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2755.6 ms [2022-04-10 23:40:40 main:574] : INFO : Epoch 1982 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2830.7 ms [2022-04-10 23:40:43 main:574] : INFO : Epoch 1983 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2811.62 ms [2022-04-10 23:40:45 main:574] : INFO : Epoch 1984 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2786.37 ms [2022-04-10 23:40:48 main:574] : INFO : Epoch 1985 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 2801.96 ms [2022-04-10 23:40:51 main:574] : INFO : Epoch 1986 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2824.25 ms [2022-04-10 23:40:54 main:574] : INFO : Epoch 1987 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2804.08 ms [2022-04-10 23:40:57 main:574] : INFO : Epoch 1988 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2805.93 ms [2022-04-10 23:40:59 main:574] : INFO : Epoch 1989 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2761.09 ms [2022-04-10 23:41:02 main:574] : INFO : Epoch 1990 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 2794.15 ms [2022-04-10 23:41:05 main:574] : INFO : Epoch 1991 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 2827.9 ms [2022-04-10 23:41:08 main:574] : INFO : Epoch 1992 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2809.54 ms [2022-04-10 23:41:11 main:574] : INFO : Epoch 1993 | loss: 0.031251 | val_loss: 0.0312515 | Time: 2847.88 ms [2022-04-10 23:41:14 main:574] : INFO : Epoch 1994 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 2762.26 ms [2022-04-10 23:41:16 main:574] : INFO : Epoch 1995 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2809.08 ms [2022-04-10 23:41:19 main:574] : INFO : Epoch 1996 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2798.74 ms [2022-04-10 23:41:22 main:574] : INFO : Epoch 1997 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2814.24 ms [2022-04-10 23:41:25 main:574] : INFO : Epoch 1998 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2799.56 ms [2022-04-10 23:41:28 main:574] : INFO : Epoch 1999 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 2823.59 ms [2022-04-10 23:41:31 main:574] : INFO : Epoch 2000 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2841.64 ms [2022-04-10 23:41:33 main:574] : INFO : Epoch 2001 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2818.51 ms [2022-04-10 23:41:36 main:574] : INFO : Epoch 2002 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3066.19 ms [2022-04-10 23:41:39 main:574] : INFO : Epoch 2003 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2916.91 ms [2022-04-10 23:41:42 main:574] : INFO : Epoch 2004 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2822.35 ms [2022-04-10 23:41:45 main:574] : INFO : Epoch 2005 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2754.21 ms [2022-04-10 23:41:48 main:574] : INFO : Epoch 2006 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2779.09 ms [2022-04-10 23:41:51 main:574] : INFO : Epoch 2007 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2793.25 ms [2022-04-10 23:41:53 main:574] : INFO : Epoch 2008 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2853.67 ms [2022-04-10 23:41:56 main:574] : INFO : Epoch 2009 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 2820.24 ms [2022-04-10 23:41:59 main:574] : INFO : Epoch 2010 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 2787.49 ms [2022-04-10 23:42:02 main:574] : INFO : Epoch 2011 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2806.81 ms [2022-04-10 23:42:05 main:574] : INFO : Epoch 2012 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 2777.35 ms [2022-04-10 23:42:07 main:574] : INFO : Epoch 2013 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2805.1 ms [2022-04-10 23:42:10 main:574] : INFO : Epoch 2014 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2811.05 ms [2022-04-10 23:42:13 main:574] : INFO : Epoch 2015 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2772.43 ms [2022-04-10 23:42:16 main:574] : INFO : Epoch 2016 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2784.05 ms [2022-04-10 23:42:19 main:574] : INFO : Epoch 2017 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2801 ms [2022-04-10 23:42:22 main:574] : INFO : Epoch 2018 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2834.35 ms [2022-04-10 23:42:24 main:574] : INFO : Epoch 2019 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2798.57 ms [2022-04-10 23:42:27 main:574] : INFO : Epoch 2020 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 2781.7 ms [2022-04-10 23:42:30 main:574] : INFO : Epoch 2021 | loss: 0.0312529 | val_loss: 0.0312503 | Time: 2796.82 ms [2022-04-10 23:42:33 main:574] : INFO : Epoch 2022 | loss: 0.0312576 | val_loss: 0.0312551 | Time: 2791.82 ms [2022-04-10 23:42:36 main:574] : INFO : Epoch 2023 | loss: 0.0312521 | val_loss: 0.0312507 | Time: 2769.1 ms [2022-04-10 23:42:39 main:574] : INFO : Epoch 2024 | loss: 0.031251 | val_loss: 0.0312503 | Time: 3041.04 ms [2022-04-10 23:42:42 main:574] : INFO : Epoch 2025 | loss: 0.031251 | val_loss: 0.031251 | Time: 2992.52 ms [2022-04-10 23:42:44 main:574] : INFO : Epoch 2026 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2839.55 ms [2022-04-10 23:42:47 main:574] : INFO : Epoch 2027 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 2792.71 ms [2022-04-10 23:42:50 main:574] : INFO : Epoch 2028 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2784.17 ms [2022-04-10 23:42:53 main:574] : INFO : Epoch 2029 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2832.31 ms [2022-04-10 23:42:56 main:574] : INFO : Epoch 2030 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2829.78 ms [2022-04-10 23:42:59 main:574] : INFO : Epoch 2031 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2803.09 ms [2022-04-10 23:43:01 main:574] : INFO : Epoch 2032 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2860.84 ms [2022-04-10 23:43:04 main:574] : INFO : Epoch 2033 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2818.7 ms [2022-04-10 23:43:07 main:574] : INFO : Epoch 2034 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2771.22 ms [2022-04-10 23:43:10 main:574] : INFO : Epoch 2035 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2788.73 ms [2022-04-10 23:43:13 main:574] : INFO : Epoch 2036 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2782.2 ms [2022-04-10 23:43:15 main:574] : INFO : Epoch 2037 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2845.46 ms [2022-04-10 23:43:18 main:574] : INFO : Epoch 2038 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2791.12 ms [2022-04-10 23:43:21 main:574] : INFO : Epoch 2039 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2783.93 ms [2022-04-10 23:43:24 main:574] : INFO : Epoch 2040 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2869.62 ms [2022-04-10 23:43:27 main:574] : INFO : Epoch 2041 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2779.23 ms [2022-04-10 23:43:30 main:574] : INFO : Epoch 2042 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2831.29 ms [2022-04-10 23:43:32 main:574] : INFO : Epoch 2043 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2830.6 ms [2022-04-10 23:43:35 main:574] : INFO : Epoch 2044 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2781.11 ms [2022-04-10 23:43:38 main:574] : INFO : Epoch 2045 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2790.16 ms [2022-04-10 23:43:41 main:574] : INFO : Epoch 2046 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2926.45 ms [2022-04-10 23:43:44 main:574] : INFO : Epoch 2047 | loss: 0.0312506 | val_loss: 0.0312527 | Time: 3167.52 ms [2022-04-10 23:43:47 main:574] : INFO : Epoch 2048 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2886.88 ms [2022-04-10 23:43:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312507 [2022-04-10 23:43:47 main:603] : INFO : Saving end state to config to file [2022-04-10 23:43:47 main:608] : INFO : Success, exiting.. 23:43:47 (25552): 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)