Task 14467189
| Name | ParityModified-1647047102-4326-3-0_0 |
| Workunit | 11509154 |
| Created | 6 Apr 2022, 12:13:14 UTC |
| Sent | 11 Apr 2022, 0:09:48 UTC |
| Report deadline | 19 Apr 2022, 0:09:48 UTC |
| Received | 11 Apr 2022, 3:30:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17056 |
| Run time | 2 hours 12 min 47 sec |
| CPU time | 2 hours 9 min 47 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> main:574] : INFO : Epoch 1542 | loss: 0.03117 | val_loss: 0.0311823 | Time: 2826.81 ms [2022-04-10 21:06:11 main:574] : INFO : Epoch 1543 | loss: 0.0311679 | val_loss: 0.0311842 | Time: 2810.39 ms [2022-04-10 21:06:14 main:574] : INFO : Epoch 1544 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 2802.44 ms [2022-04-10 21:06:16 main:574] : INFO : Epoch 1545 | loss: 0.0311685 | val_loss: 0.031182 | Time: 2790.57 ms [2022-04-10 21:06:19 main:574] : INFO : Epoch 1546 | loss: 0.03117 | val_loss: 0.031183 | Time: 2800.67 ms [2022-04-10 21:06:22 main:574] : INFO : Epoch 1547 | loss: 0.0311666 | val_loss: 0.0311803 | Time: 2785.04 ms [2022-04-10 21:06:25 main:574] : INFO : Epoch 1548 | loss: 0.0311647 | val_loss: 0.0311788 | Time: 2820.59 ms [2022-04-10 21:06:28 main:574] : INFO : Epoch 1549 | loss: 0.0311633 | val_loss: 0.0311796 | Time: 2774.25 ms [2022-04-10 21:06:30 main:574] : INFO : Epoch 1550 | loss: 0.0311624 | val_loss: 0.0311777 | Time: 2769.3 ms [2022-04-10 21:06:33 main:574] : INFO : Epoch 1551 | loss: 0.0311681 | val_loss: 0.0311808 | Time: 2763.52 ms [2022-04-10 21:06:36 main:574] : INFO : Epoch 1552 | loss: 0.0311618 | val_loss: 0.0311778 | Time: 2743.24 ms [2022-04-10 21:06:39 main:574] : INFO : Epoch 1553 | loss: 0.0311605 | val_loss: 0.0311776 | Time: 2760.26 ms [2022-04-10 21:06:41 main:574] : INFO : Epoch 1554 | loss: 0.0311593 | val_loss: 0.0311803 | Time: 2803.23 ms [2022-04-10 21:06:44 main:574] : INFO : Epoch 1555 | loss: 0.0311608 | val_loss: 0.0311785 | Time: 2736.41 ms [2022-04-10 21:06:47 main:574] : INFO : Epoch 1556 | loss: 0.0311621 | val_loss: 0.0311834 | Time: 2781.09 ms [2022-04-10 21:06:50 main:574] : INFO : Epoch 1557 | loss: 0.0311588 | val_loss: 0.0311773 | Time: 2890.6 ms [2022-04-10 21:06:53 main:574] : INFO : Epoch 1558 | loss: 0.0311594 | val_loss: 0.0311795 | Time: 3110.91 ms [2022-04-10 21:06:56 main:574] : INFO : Epoch 1559 | loss: 0.0311596 | val_loss: 0.0311837 | Time: 2770.26 ms [2022-04-10 21:06:59 main:574] : INFO : Epoch 1560 | loss: 0.0311598 | val_loss: 0.0311858 | Time: 2826.79 ms [2022-04-10 21:07:01 main:574] : INFO : Epoch 1561 | loss: 0.0311581 | val_loss: 0.0311801 | Time: 2735.59 ms [2022-04-10 21:07:04 main:574] : INFO : Epoch 1562 | loss: 0.0311578 | val_loss: 0.0311817 | Time: 2782.01 ms [2022-04-10 21:07:07 main:574] : INFO : Epoch 1563 | loss: 0.0311584 | val_loss: 0.0311844 | Time: 2774.24 ms [2022-04-10 21:07:10 main:574] : INFO : Epoch 1564 | loss: 0.0311579 | val_loss: 0.0311785 | Time: 2765.39 ms [2022-04-10 21:07:13 main:574] : INFO : Epoch 1565 | loss: 0.0311585 | val_loss: 0.0311849 | Time: 2816.65 ms [2022-04-10 21:07:15 main:574] : INFO : Epoch 1566 | loss: 0.0311617 | val_loss: 0.031182 | Time: 2793.68 ms [2022-04-10 21:07:18 main:574] : INFO : Epoch 1567 | loss: 0.0311595 | val_loss: 0.0311879 | Time: 2791.68 ms [2022-04-10 21:07:21 main:574] : INFO : Epoch 1568 | loss: 0.031158 | val_loss: 0.0311792 | Time: 2810.26 ms [2022-04-10 21:07:24 main:574] : INFO : Epoch 1569 | loss: 0.0311569 | val_loss: 0.031181 | Time: 2781.45 ms [2022-04-10 21:07:27 main:574] : INFO : Epoch 1570 | loss: 0.031156 | val_loss: 0.0311839 | Time: 2813.13 ms [2022-04-10 21:07:29 main:574] : INFO : Epoch 1571 | loss: 0.0311564 | val_loss: 0.0311802 | Time: 2787.54 ms [2022-04-10 21:07:32 main:574] : INFO : Epoch 1572 | loss: 0.0311555 | val_loss: 0.0311847 | Time: 2786.81 ms [2022-04-10 21:07:35 main:574] : INFO : Epoch 1573 | loss: 0.0311558 | val_loss: 0.0311825 | Time: 2767.78 ms [2022-04-10 21:07:38 main:574] : INFO : Epoch 1574 | loss: 0.0311539 | val_loss: 0.0311816 | Time: 2808.18 ms [2022-04-10 21:07:41 main:574] : INFO : Epoch 1575 | loss: 0.0311538 | val_loss: 0.031183 | Time: 2786.29 ms [2022-04-10 21:07:43 main:574] : INFO : Epoch 1576 | loss: 0.0311538 | val_loss: 0.0311829 | Time: 2808.4 ms [2022-04-10 21:07:46 main:574] : INFO : Epoch 1577 | loss: 0.0311543 | val_loss: 0.0311821 | Time: 2809.45 ms [2022-04-10 21:07:49 main:574] : INFO : Epoch 1578 | loss: 0.0311535 | val_loss: 0.0311835 | Time: 2797.53 ms [2022-04-10 21:07:52 main:574] : INFO : Epoch 1579 | loss: 0.0311533 | val_loss: 0.0311835 | Time: 2783.32 ms [2022-04-10 21:07:55 main:574] : INFO : Epoch 1580 | loss: 0.031153 | val_loss: 0.0311815 | Time: 2923.16 ms [2022-04-10 21:07:58 main:574] : INFO : Epoch 1581 | loss: 0.0311525 | val_loss: 0.0311831 | Time: 3073.51 ms [2022-04-10 21:08:01 main:574] : INFO : Epoch 1582 | loss: 0.0311523 | val_loss: 0.0311845 | Time: 2870.81 ms [2022-04-10 21:08:04 main:574] : INFO : Epoch 1583 | loss: 0.0311568 | val_loss: 0.0311796 | Time: 2771.07 ms [2022-04-10 21:08:06 main:574] : INFO : Epoch 1584 | loss: 0.0311577 | val_loss: 0.0311834 | Time: 2797.61 ms [2022-04-10 21:08:09 main:574] : INFO : Epoch 1585 | loss: 0.031156 | val_loss: 0.0311926 | Time: 2780.27 ms [2022-04-10 21:08:12 main:574] : INFO : Epoch 1586 | loss: 0.0311564 | val_loss: 0.0311848 | Time: 2762.18 ms [2022-04-10 21:08:15 main:574] : INFO : Epoch 1587 | loss: 0.0311563 | val_loss: 0.0311869 | Time: 2773.67 ms [2022-04-10 21:08:17 main:574] : INFO : Epoch 1588 | loss: 0.031155 | val_loss: 0.0311895 | Time: 2776.23 ms [2022-04-10 21:08:20 main:574] : INFO : Epoch 1589 | loss: 0.0311533 | val_loss: 0.0311872 | Time: 2736.14 ms [2022-04-10 21:08:23 main:574] : INFO : Epoch 1590 | loss: 0.0311538 | val_loss: 0.0311877 | Time: 2754.88 ms [2022-04-10 21:08:26 main:574] : INFO : Epoch 1591 | loss: 0.0311542 | val_loss: 0.0311845 | Time: 2773.53 ms [2022-04-10 21:08:29 main:574] : INFO : Epoch 1592 | loss: 0.0311545 | val_loss: 0.0311885 | Time: 2768.42 ms [2022-04-10 21:08:31 main:574] : INFO : Epoch 1593 | loss: 0.0311539 | val_loss: 0.0311871 | Time: 2726.06 ms [2022-04-10 21:08:34 main:574] : INFO : Epoch 1594 | loss: 0.0311544 | val_loss: 0.0311855 | Time: 2820.43 ms [2022-04-10 21:08:37 main:574] : INFO : Epoch 1595 | loss: 0.0311543 | val_loss: 0.031185 | Time: 2806.51 ms [2022-04-10 21:08:40 main:574] : INFO : Epoch 1596 | loss: 0.0311521 | val_loss: 0.0311851 | Time: 2762.56 ms [2022-04-10 21:08:43 main:574] : INFO : Epoch 1597 | loss: 0.0311559 | val_loss: 0.0311927 | Time: 2818.03 ms [2022-04-10 21:08:45 main:574] : INFO : Epoch 1598 | loss: 0.0311607 | val_loss: 0.0311839 | Time: 2854.95 ms [2022-04-10 21:08:48 main:574] : INFO : Epoch 1599 | loss: 0.0311566 | val_loss: 0.0311947 | Time: 2743.34 ms [2022-04-10 21:08:51 main:574] : INFO : Epoch 1600 | loss: 0.0311529 | val_loss: 0.0311825 | Time: 2783.59 ms [2022-04-10 21:08:54 main:574] : INFO : Epoch 1601 | loss: 0.0311536 | val_loss: 0.0311869 | Time: 2806.38 ms [2022-04-10 21:08:57 main:574] : INFO : Epoch 1602 | loss: 0.0311551 | val_loss: 0.0311884 | Time: 2827.38 ms [2022-04-10 21:09:00 main:574] : INFO : Epoch 1603 | loss: 0.0311567 | val_loss: 0.0311842 | Time: 3099.27 ms [2022-04-10 21:09:03 main:574] : INFO : Epoch 1604 | loss: 0.0311512 | val_loss: 0.0311872 | Time: 2977.68 ms [2022-04-10 21:09:06 main:574] : INFO : Epoch 1605 | loss: 0.0311526 | val_loss: 0.0311865 | Time: 2799.99 ms [2022-04-10 21:09:08 main:574] : INFO : Epoch 1606 | loss: 0.0311521 | val_loss: 0.0311848 | Time: 2757.09 ms [2022-04-10 21:09:11 main:574] : INFO : Epoch 1607 | loss: 0.0311498 | val_loss: 0.0311848 | Time: 2801.42 ms [2022-04-10 21:09:14 main:574] : INFO : Epoch 1608 | loss: 0.0311514 | val_loss: 0.0311912 | Time: 2821.43 ms [2022-04-10 21:09:17 main:574] : INFO : Epoch 1609 | loss: 0.0311519 | val_loss: 0.0311834 | Time: 2804.26 ms [2022-04-10 21:09:19 main:574] : INFO : Epoch 1610 | loss: 0.0311533 | val_loss: 0.0311838 | Time: 2734.12 ms [2022-04-10 21:09:22 main:574] : INFO : Epoch 1611 | loss: 0.0311523 | val_loss: 0.031182 | Time: 2778.35 ms [2022-04-10 21:09:25 main:574] : INFO : Epoch 1612 | loss: 0.0311578 | val_loss: 0.0311879 | Time: 2770.91 ms [2022-04-10 21:09:28 main:574] : INFO : Epoch 1613 | loss: 0.031152 | val_loss: 0.0311837 | Time: 2766.15 ms [2022-04-10 21:09:31 main:574] : INFO : Epoch 1614 | loss: 0.0311532 | val_loss: 0.0311862 | Time: 2777.08 ms [2022-04-10 21:09:33 main:574] : INFO : Epoch 1615 | loss: 0.0311881 | val_loss: 0.0312535 | Time: 2763.99 ms [2022-04-10 21:09:36 main:574] : INFO : Epoch 1616 | loss: 0.0332452 | val_loss: 0.0324431 | Time: 2789.94 ms [2022-04-10 21:09:39 main:574] : INFO : Epoch 1617 | loss: 0.0316588 | val_loss: 0.0314186 | Time: 2799.37 ms [2022-04-10 21:09:42 main:574] : INFO : Epoch 1618 | loss: 0.0313055 | val_loss: 0.0312645 | Time: 2752.99 ms [2022-04-10 21:09:45 main:574] : INFO : Epoch 1619 | loss: 0.0312588 | val_loss: 0.0312544 | Time: 2746 ms [2022-04-10 21:09:47 main:574] : INFO : Epoch 1620 | loss: 0.0312532 | val_loss: 0.0312516 | Time: 2776.1 ms [2022-04-10 21:09:50 main:574] : INFO : Epoch 1621 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 2754.9 ms [2022-04-10 21:09:53 main:574] : INFO : Epoch 1622 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2758.26 ms [2022-04-10 21:09:56 main:574] : INFO : Epoch 1623 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2800.37 ms [2022-04-10 21:09:58 main:574] : INFO : Epoch 1624 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2789.64 ms [2022-04-10 21:10:01 main:574] : INFO : Epoch 1625 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2903.56 ms [2022-04-10 21:10:05 main:574] : INFO : Epoch 1626 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3114.44 ms [2022-04-10 21:10:07 main:574] : INFO : Epoch 1627 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2886.41 ms [2022-04-10 21:10:10 main:574] : INFO : Epoch 1628 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2801.7 ms [2022-04-10 21:10:13 main:574] : INFO : Epoch 1629 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2765.28 ms [2022-04-10 21:10:16 main:574] : INFO : Epoch 1630 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2781.19 ms [2022-04-10 21:10:19 main:574] : INFO : Epoch 1631 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2789.96 ms [2022-04-10 21:10:21 main:574] : INFO : Epoch 1632 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2817.62 ms [2022-04-10 21:10:24 main:574] : INFO : Epoch 1633 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 2785.55 ms [2022-04-10 21:10:27 main:574] : INFO : Epoch 1634 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 2827.69 ms [2022-04-10 21:10:30 main:574] : INFO : Epoch 1635 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2783.61 ms [2022-04-10 21:10:33 main:574] : INFO : Epoch 1636 | loss: 0.0312502 | val_loss: 0.031251 | Time: 2789.06 ms [2022-04-10 21:10:35 main:574] : INFO : Epoch 1637 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2767.69 ms [2022-04-10 21:10:38 main:574] : INFO : Epoch 1638 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2820.25 ms [2022-04-10 21:10:41 main:574] : INFO : Epoch 1639 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2791.79 ms [2022-04-10 21:10:44 main:574] : INFO : Epoch 1640 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2793.42 ms [2022-04-10 21:10:47 main:574] : INFO : Epoch 1641 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2777.57 ms [2022-04-10 21:10:49 main:574] : INFO : Epoch 1642 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2791.62 ms [2022-04-10 21:10:52 main:574] : INFO : Epoch 1643 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2763.68 ms [2022-04-10 21:10:55 main:574] : INFO : Epoch 1644 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2759.09 ms [2022-04-10 21:10:58 main:574] : INFO : Epoch 1645 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2810.53 ms [2022-04-10 21:11:01 main:574] : INFO : Epoch 1646 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2795.89 ms [2022-04-10 21:11:03 main:574] : INFO : Epoch 1647 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2838.48 ms [2022-04-10 21:11:07 main:574] : INFO : Epoch 1648 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3027.9 ms [2022-04-10 21:11:10 main:574] : INFO : Epoch 1649 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 2988.44 ms [2022-04-10 21:11:12 main:574] : INFO : Epoch 1650 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 2747.39 ms [2022-04-10 21:11:15 main:574] : INFO : Epoch 1651 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2746.79 ms [2022-04-10 21:11:18 main:574] : INFO : Epoch 1652 | loss: 0.03125 | val_loss: 0.03125 | Time: 2814.86 ms [2022-04-10 21:11:21 main:574] : INFO : Epoch 1653 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2821.32 ms [2022-04-10 21:11:24 main:574] : INFO : Epoch 1654 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2922.2 ms [2022-04-10 21:11:26 main:574] : INFO : Epoch 1655 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2757.46 ms [2022-04-10 21:11:29 main:574] : INFO : Epoch 1656 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2730.88 ms [2022-04-10 21:11:32 main:574] : INFO : Epoch 1657 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2769 ms [2022-04-10 21:11:35 main:574] : INFO : Epoch 1658 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2807.54 ms [2022-04-10 21:11:38 main:574] : INFO : Epoch 1659 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2790.91 ms [2022-04-10 21:11:40 main:574] : INFO : Epoch 1660 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2801.56 ms [2022-04-10 21:11:43 main:574] : INFO : Epoch 1661 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2743 ms [2022-04-10 21:11:46 main:574] : INFO : Epoch 1662 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2792.22 ms [2022-04-10 21:11:49 main:574] : INFO : Epoch 1663 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2804.17 ms [2022-04-10 21:11:52 main:574] : INFO : Epoch 1664 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2777.41 ms [2022-04-10 21:11:54 main:574] : INFO : Epoch 1665 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2779.64 ms [2022-04-10 21:11:57 main:574] : INFO : Epoch 1666 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2780.28 ms [2022-04-10 21:12:00 main:574] : INFO : Epoch 1667 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2780.68 ms [2022-04-10 21:12:03 main:574] : INFO : Epoch 1668 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2786.54 ms [2022-04-10 21:12:05 main:574] : INFO : Epoch 1669 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2758.68 ms [2022-04-10 21:12:08 main:574] : INFO : Epoch 1670 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2825.57 ms [2022-04-10 21:12:11 main:574] : INFO : Epoch 1671 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 3065.17 ms [2022-04-10 21:12:14 main:574] : INFO : Epoch 1672 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2891.66 ms [2022-04-10 21:12:17 main:574] : INFO : Epoch 1673 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2778.53 ms [2022-04-10 21:12:20 main:574] : INFO : Epoch 1674 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2820.28 ms [2022-04-10 21:12:23 main:574] : INFO : Epoch 1675 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2757.81 ms [2022-04-10 21:12:25 main:574] : INFO : Epoch 1676 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2805.72 ms [2022-04-10 21:12:28 main:574] : INFO : Epoch 1677 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2816.63 ms [2022-04-10 21:12:31 main:574] : INFO : Epoch 1678 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2742.38 ms [2022-04-10 21:12:34 main:574] : INFO : Epoch 1679 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2760.35 ms [2022-04-10 21:12:37 main:574] : INFO : Epoch 1680 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2734.64 ms [2022-04-10 21:12:39 main:574] : INFO : Epoch 1681 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2808.31 ms [2022-04-10 21:12:42 main:574] : INFO : Epoch 1682 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2801.39 ms [2022-04-10 21:12:45 main:574] : INFO : Epoch 1683 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2781.66 ms [2022-04-10 21:12:48 main:574] : INFO : Epoch 1684 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2807.32 ms [2022-04-10 21:12:51 main:574] : INFO : Epoch 1685 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2786.38 ms [2022-04-10 21:12:53 main:574] : INFO : Epoch 1686 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2741.65 ms [2022-04-10 21:12:56 main:574] : INFO : Epoch 1687 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 2822.94 ms [2022-04-10 21:12:59 main:574] : INFO : Epoch 1688 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2833.96 ms [2022-04-10 21:13:02 main:574] : INFO : Epoch 1689 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2802.09 ms [2022-04-10 21:13:05 main:574] : INFO : Epoch 1690 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2747.59 ms [2022-04-10 21:13:07 main:574] : INFO : Epoch 1691 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 2805.5 ms [2022-04-10 21:13:10 main:574] : INFO : Epoch 1692 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2797.12 ms [2022-04-10 21:13:13 main:574] : INFO : Epoch 1693 | loss: 0.031249 | val_loss: 0.0312498 | Time: 2768.19 ms [2022-04-10 21:13:16 main:574] : INFO : Epoch 1694 | loss: 0.0312502 | val_loss: 0.0312524 | Time: 3095.17 ms [2022-04-10 21:13:19 main:574] : INFO : Epoch 1695 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 2960.33 ms [2022-04-10 21:13:22 main:574] : INFO : Epoch 1696 | loss: 0.0312514 | val_loss: 0.0312498 | Time: 2845.77 ms [2022-04-10 21:13:25 main:574] : INFO : Epoch 1697 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2807.69 ms [2022-04-10 21:13:28 main:574] : INFO : Epoch 1698 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 2817.88 ms [2022-04-10 21:13:30 main:574] : INFO : Epoch 1699 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2784.99 ms [2022-04-10 21:13:33 main:574] : INFO : Epoch 1700 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2793.59 ms [2022-04-10 21:13:36 main:574] : INFO : Epoch 1701 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2761.68 ms [2022-04-10 21:13:39 main:574] : INFO : Epoch 1702 | loss: 0.031249 | val_loss: 0.0312493 | Time: 2789.05 ms [2022-04-10 21:13:42 main:574] : INFO : Epoch 1703 | loss: 0.0312494 | val_loss: 0.031251 | Time: 2817.86 ms [2022-04-10 21:13:44 main:574] : INFO : Epoch 1704 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 2812.78 ms [2022-04-10 21:13:47 main:574] : INFO : Epoch 1705 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 2828.6 ms [2022-04-10 21:13:50 main:574] : INFO : Epoch 1706 | loss: 0.0312507 | val_loss: 0.031249 | Time: 2762.95 ms [2022-04-10 21:13:53 main:574] : INFO : Epoch 1707 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2812.25 ms [2022-04-10 21:13:56 main:574] : INFO : Epoch 1708 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 2763.86 ms [2022-04-10 21:13:58 main:574] : INFO : Epoch 1709 | loss: 0.0312498 | val_loss: 0.031249 | Time: 2809.3 ms [2022-04-10 21:14:01 main:574] : INFO : Epoch 1710 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 2809.02 ms [2022-04-10 21:14:04 main:574] : INFO : Epoch 1711 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 2796.92 ms [2022-04-10 21:14:07 main:574] : INFO : Epoch 1712 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2828.72 ms [2022-04-10 21:14:10 main:574] : INFO : Epoch 1713 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 2819.61 ms [2022-04-10 21:14:13 main:574] : INFO : Epoch 1714 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2773.69 ms [2022-04-10 21:14:15 main:574] : INFO : Epoch 1715 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 2782.79 ms [2022-04-10 21:14:18 main:574] : INFO : Epoch 1716 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2816.06 ms [2022-04-10 21:14:21 main:574] : INFO : Epoch 1717 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 3156.92 ms [2022-04-10 21:14:24 main:574] : INFO : Epoch 1718 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 2880.92 ms [2022-04-10 21:14:27 main:574] : INFO : Epoch 1719 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 2798.48 ms [2022-04-10 21:14:30 main:574] : INFO : Epoch 1720 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2740.91 ms [2022-04-10 21:14:33 main:574] : INFO : Epoch 1721 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 2766.98 ms [2022-04-10 21:14:35 main:574] : INFO : Epoch 1722 | loss: 0.031249 | val_loss: 0.0312499 | Time: 2760.8 ms [2022-04-10 21:14:38 main:574] : INFO : Epoch 1723 | loss: 0.0312483 | val_loss: 0.0312504 | Time: 2785.75 ms [2022-04-10 21:14:41 main:574] : INFO : Epoch 1724 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 2828.91 ms [2022-04-10 21:14:44 main:574] : INFO : Epoch 1725 | loss: 0.0312495 | val_loss: 0.0312535 | Time: 2771.66 ms [2022-04-10 21:14:47 main:574] : INFO : Epoch 1726 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 2763.02 ms [2022-04-10 21:14:49 main:574] : INFO : Epoch 1727 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 2793.42 ms [2022-04-10 21:14:52 main:574] : INFO : Epoch 1728 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 2800.34 ms [2022-04-10 21:14:55 main:574] : INFO : Epoch 1729 | loss: 0.0312485 | val_loss: 0.0312506 | Time: 2737.56 ms [2022-04-10 21:14:58 main:574] : INFO : Epoch 1730 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 2760.28 ms [2022-04-10 21:15:01 main:574] : INFO : Epoch 1731 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 2808.88 ms [2022-04-10 21:15:03 main:574] : INFO : Epoch 1732 | loss: 0.0312478 | val_loss: 0.0312486 | Time: 2771.84 ms [2022-04-10 21:15:06 main:574] : INFO : Epoch 1733 | loss: 0.0312497 | val_loss: 0.0312584 | Time: 2794.01 ms [2022-04-10 21:15:09 main:574] : INFO : Epoch 1734 | loss: 0.0312533 | val_loss: 0.0312535 | Time: 2789.09 ms [2022-04-10 21:15:12 main:574] : INFO : Epoch 1735 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 2822.91 ms [2022-04-10 21:15:15 main:574] : INFO : Epoch 1736 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 2801.33 ms [2022-04-10 21:15:17 main:574] : INFO : Epoch 1737 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 2757.75 ms [2022-04-10 21:15:20 main:574] : INFO : Epoch 1738 | loss: 0.0312478 | val_loss: 0.0312506 | Time: 2783.76 ms [2022-04-10 21:15:23 main:574] : INFO : Epoch 1739 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 2838.69 ms [2022-04-10 21:15:26 main:574] : INFO : Epoch 1740 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 3130.07 ms [2022-04-10 21:15:29 main:574] : INFO : Epoch 1741 | loss: 0.031248 | val_loss: 0.0312516 | Time: 2821.81 ms [2022-04-10 21:15:32 main:574] : INFO : Epoch 1742 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 2783.92 ms [2022-04-10 21:15:34 main:574] : INFO : Epoch 1743 | loss: 0.0312489 | val_loss: 0.0312523 | Time: 2713.92 ms [2022-04-10 21:15:37 main:574] : INFO : Epoch 1744 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2805.28 ms [2022-04-10 21:15:40 main:574] : INFO : Epoch 1745 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 2775.48 ms [2022-04-10 21:15:43 main:574] : INFO : Epoch 1746 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2866.54 ms [2022-04-10 21:15:46 main:574] : INFO : Epoch 1747 | loss: 0.0312491 | val_loss: 0.031252 | Time: 2793.65 ms [2022-04-10 21:15:49 main:574] : INFO : Epoch 1748 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 2790.62 ms [2022-04-10 21:15:51 main:574] : INFO : Epoch 1749 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 2769.28 ms [2022-04-10 21:15:54 main:574] : INFO : Epoch 1750 | loss: 0.0312476 | val_loss: 0.0312563 | Time: 2805.41 ms [2022-04-10 21:15:57 main:574] : INFO : Epoch 1751 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 2804.61 ms [2022-04-10 21:16:00 main:574] : INFO : Epoch 1752 | loss: 0.0312504 | val_loss: 0.0312536 | Time: 2831.5 ms [2022-04-10 21:16:03 main:574] : INFO : Epoch 1753 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 2788.1 ms [2022-04-10 21:16:05 main:574] : INFO : Epoch 1754 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 2847.8 ms [2022-04-10 21:16:08 main:574] : INFO : Epoch 1755 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 2800.54 ms [2022-04-10 21:16:11 main:574] : INFO : Epoch 1756 | loss: 0.0312499 | val_loss: 0.0312554 | Time: 2772.53 ms [2022-04-10 21:16:14 main:574] : INFO : Epoch 1757 | loss: 0.031252 | val_loss: 0.0312506 | Time: 2761.5 ms [2022-04-10 21:16:17 main:574] : INFO : Epoch 1758 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 2773.75 ms [2022-04-10 21:16:19 main:574] : INFO : Epoch 1759 | loss: 0.0312474 | val_loss: 0.031248 | Time: 2783.77 ms [2022-04-10 21:16:22 main:574] : INFO : Epoch 1760 | loss: 0.0312469 | val_loss: 0.0312483 | Time: 2802.5 ms [2022-04-10 21:16:25 main:574] : INFO : Epoch 1761 | loss: 0.0312473 | val_loss: 0.031255 | Time: 2815.41 ms [2022-04-10 21:16:28 main:574] : INFO : Epoch 1762 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 2892.05 ms [2022-04-10 21:16:31 main:574] : INFO : Epoch 1763 | loss: 0.0312477 | val_loss: 0.0312495 | Time: 3099.28 ms [2022-04-10 21:16:34 main:574] : INFO : Epoch 1764 | loss: 0.0312477 | val_loss: 0.0312496 | Time: 2799.6 ms [2022-04-10 21:16:37 main:574] : INFO : Epoch 1765 | loss: 0.0312475 | val_loss: 0.0312502 | Time: 2819.03 ms [2022-04-10 21:16:39 main:574] : INFO : Epoch 1766 | loss: 0.0312466 | val_loss: 0.0312501 | Time: 2789.73 ms [2022-04-10 21:16:42 main:574] : INFO : Epoch 1767 | loss: 0.0312481 | val_loss: 0.0312535 | Time: 2783.39 ms [2022-04-10 21:16:45 main:574] : INFO : Epoch 1768 | loss: 0.0312506 | val_loss: 0.0312485 | Time: 2810.62 ms [2022-04-10 21:16:48 main:574] : INFO : Epoch 1769 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 2754.96 ms [2022-04-10 21:16:51 main:574] : INFO : Epoch 1770 | loss: 0.0312467 | val_loss: 0.0312497 | Time: 2816.21 ms [2022-04-10 21:16:53 main:574] : INFO : Epoch 1771 | loss: 0.0312473 | val_loss: 0.031248 | Time: 2794.08 ms [2022-04-10 21:16:56 main:574] : INFO : Epoch 1772 | loss: 0.0312492 | val_loss: 0.0312563 | Time: 2765.69 ms [2022-04-10 21:16:59 main:574] : INFO : Epoch 1773 | loss: 0.0312502 | val_loss: 0.031248 | Time: 2765.76 ms [2022-04-10 21:17:02 main:574] : INFO : Epoch 1774 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 2809.31 ms [2022-04-10 21:17:05 main:574] : INFO : Epoch 1775 | loss: 0.0312473 | val_loss: 0.03125 | Time: 2803.71 ms [2022-04-10 21:17:07 main:574] : INFO : Epoch 1776 | loss: 0.031247 | val_loss: 0.0312473 | Time: 2785.26 ms [2022-04-10 21:17:10 main:574] : INFO : Epoch 1777 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 2813.94 ms [2022-04-10 21:17:13 main:574] : INFO : Epoch 1778 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 2787.16 ms [2022-04-10 21:17:16 main:574] : INFO : Epoch 1779 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 2829.51 ms [2022-04-10 21:17:19 main:574] : INFO : Epoch 1780 | loss: 0.031246 | val_loss: 0.0312482 | Time: 2771.87 ms [2022-04-10 21:17:22 main:574] : INFO : Epoch 1781 | loss: 0.0312459 | val_loss: 0.0312476 | Time: 2819.71 ms [2022-04-10 21:17:24 main:574] : INFO : Epoch 1782 | loss: 0.0312468 | val_loss: 0.0312493 | Time: 2859.93 ms [2022-04-10 21:17:27 main:574] : INFO : Epoch 1783 | loss: 0.0312455 | val_loss: 0.0312476 | Time: 2758.9 ms [2022-04-10 21:17:30 main:574] : INFO : Epoch 1784 | loss: 0.0312468 | val_loss: 0.0312464 | Time: 2770.37 ms [2022-04-10 21:17:33 main:574] : INFO : Epoch 1785 | loss: 0.0312465 | val_loss: 0.0312467 | Time: 2948.7 ms [2022-04-10 21:17:36 main:574] : INFO : Epoch 1786 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 3058.28 ms [2022-04-10 21:17:39 main:574] : INFO : Epoch 1787 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 2787.17 ms [2022-04-10 21:17:42 main:574] : INFO : Epoch 1788 | loss: 0.031249 | val_loss: 0.0312482 | Time: 2801.78 ms [2022-04-10 21:17:44 main:574] : INFO : Epoch 1789 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 2835.82 ms [2022-04-10 21:17:47 main:574] : INFO : Epoch 1790 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 2741.62 ms [2022-04-10 21:17:50 main:574] : INFO : Epoch 1791 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 2844.76 ms [2022-04-10 21:17:53 main:574] : INFO : Epoch 1792 | loss: 0.031247 | val_loss: 0.0312485 | Time: 2778.81 ms [2022-04-10 21:17:56 main:574] : INFO : Epoch 1793 | loss: 0.0312461 | val_loss: 0.0312483 | Time: 2816.77 ms [2022-04-10 21:17:58 main:574] : INFO : Epoch 1794 | loss: 0.031247 | val_loss: 0.0312489 | Time: 2801.79 ms [2022-04-10 21:18:01 main:574] : INFO : Epoch 1795 | loss: 0.0312474 | val_loss: 0.0312523 | Time: 2781.03 ms [2022-04-10 21:18:04 main:574] : INFO : Epoch 1796 | loss: 0.0312464 | val_loss: 0.031247 | Time: 2781.64 ms [2022-04-10 21:18:07 main:574] : INFO : Epoch 1797 | loss: 0.0312454 | val_loss: 0.0312483 | Time: 2795.21 ms [2022-04-10 21:18:10 main:574] : INFO : Epoch 1798 | loss: 0.0312478 | val_loss: 0.0312493 | Time: 2817.52 ms [2022-04-10 21:18:12 main:574] : INFO : Epoch 1799 | loss: 0.0312471 | val_loss: 0.0312482 | Time: 2770.05 ms [2022-04-10 21:18:15 main:574] : INFO : Epoch 1800 | loss: 0.0312481 | val_loss: 0.0312503 | Time: 2747.38 ms [2022-04-10 21:18:18 main:574] : INFO : Epoch 1801 | loss: 0.0312486 | val_loss: 0.0312509 | Time: 2775.12 ms [2022-04-10 21:18:21 main:574] : INFO : Epoch 1802 | loss: 0.0312473 | val_loss: 0.0312484 | Time: 2773.09 ms [2022-04-10 21:18:24 main:574] : INFO : Epoch 1803 | loss: 0.0312469 | val_loss: 0.0312527 | Time: 2762.05 ms [2022-04-10 21:18:26 main:574] : INFO : Epoch 1804 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2756.29 ms [2022-04-10 21:18:29 main:574] : INFO : Epoch 1805 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 2786.27 ms [2022-04-10 21:18:32 main:574] : INFO : Epoch 1806 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 2783.25 ms [2022-04-10 21:18:35 main:574] : INFO : Epoch 1807 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 2835.16 ms [2022-04-10 21:18:38 main:574] : INFO : Epoch 1808 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 3079.39 ms [2022-04-10 21:18:41 main:574] : INFO : Epoch 1809 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 2936.06 ms [2022-04-10 21:18:44 main:574] : INFO : Epoch 1810 | loss: 0.0312476 | val_loss: 0.0312525 | Time: 2782.52 ms [2022-04-10 21:18:47 main:574] : INFO : Epoch 1811 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 2992.96 ms [2022-04-10 21:18:49 main:574] : INFO : Epoch 1812 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 2782.91 ms [2022-04-10 21:18:52 main:574] : INFO : Epoch 1813 | loss: 0.0312469 | val_loss: 0.0312482 | Time: 2770.55 ms [2022-04-10 21:18:55 main:574] : INFO : Epoch 1814 | loss: 0.0312466 | val_loss: 0.0312508 | Time: 2810.29 ms [2022-04-10 21:18:58 main:574] : INFO : Epoch 1815 | loss: 0.031248 | val_loss: 0.0312483 | Time: 2779.84 ms [2022-04-10 21:19:01 main:574] : INFO : Epoch 1816 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 2848.08 ms [2022-04-10 21:19:03 main:574] : INFO : Epoch 1817 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 2746.77 ms [2022-04-10 21:19:06 main:574] : INFO : Epoch 1818 | loss: 0.0312465 | val_loss: 0.0312485 | Time: 2772.24 ms [2022-04-10 21:19:09 main:574] : INFO : Epoch 1819 | loss: 0.0312469 | val_loss: 0.0312538 | Time: 2769.11 ms [2022-04-10 21:19:12 main:574] : INFO : Epoch 1820 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 2801.17 ms [2022-04-10 21:19:15 main:574] : INFO : Epoch 1821 | loss: 0.0312485 | val_loss: 0.0312506 | Time: 2834.76 ms [2022-04-10 21:19:17 main:574] : INFO : Epoch 1822 | loss: 0.0312474 | val_loss: 0.0312496 | Time: 2771.34 ms [2022-04-10 21:19:20 main:574] : INFO : Epoch 1823 | loss: 0.0312477 | val_loss: 0.0312506 | Time: 2744.05 ms [2022-04-10 21:19:23 main:574] : INFO : Epoch 1824 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 2805.39 ms [2022-04-10 21:19:26 main:574] : INFO : Epoch 1825 | loss: 0.031249 | val_loss: 0.0312507 | Time: 2744.09 ms [2022-04-10 21:19:29 main:574] : INFO : Epoch 1826 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 2815.98 ms [2022-04-10 21:19:31 main:574] : INFO : Epoch 1827 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 2742.25 ms [2022-04-10 21:19:34 main:574] : INFO : Epoch 1828 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 2770.08 ms [2022-04-10 21:19:37 main:574] : INFO : Epoch 1829 | loss: 0.0312477 | val_loss: 0.031248 | Time: 2886.64 ms [2022-04-10 21:19:40 main:574] : INFO : Epoch 1830 | loss: 0.0312466 | val_loss: 0.0312477 | Time: 2891.42 ms [2022-04-10 21:19:43 main:574] : INFO : Epoch 1831 | loss: 0.0312465 | val_loss: 0.031248 | Time: 3127.96 ms [2022-04-10 21:19:46 main:574] : INFO : Epoch 1832 | loss: 0.0312472 | val_loss: 0.031247 | Time: 2870.51 ms [2022-04-10 21:19:49 main:574] : INFO : Epoch 1833 | loss: 0.0312464 | val_loss: 0.0312509 | Time: 2807.2 ms [2022-04-10 21:19:52 main:574] : INFO : Epoch 1834 | loss: 0.0312472 | val_loss: 0.031249 | Time: 2760.93 ms [2022-04-10 21:19:54 main:574] : INFO : Epoch 1835 | loss: 0.0312481 | val_loss: 0.031247 | Time: 2754.23 ms [2022-04-10 21:19:57 main:574] : INFO : Epoch 1836 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 2801.41 ms [2022-04-10 21:20:00 main:574] : INFO : Epoch 1837 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2794.86 ms [2022-04-10 21:20:03 main:574] : INFO : Epoch 1838 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 2804.29 ms [2022-04-10 21:20:06 main:574] : INFO : Epoch 1839 | loss: 0.031247 | val_loss: 0.0312483 | Time: 2776.66 ms [2022-04-10 21:20:08 main:574] : INFO : Epoch 1840 | loss: 0.0312475 | val_loss: 0.0312498 | Time: 2805.41 ms [2022-04-10 21:20:11 main:574] : INFO : Epoch 1841 | loss: 0.0312464 | val_loss: 0.031247 | Time: 2802.98 ms [2022-04-10 21:20:14 main:574] : INFO : Epoch 1842 | loss: 0.0312483 | val_loss: 0.0312534 | Time: 2742.38 ms [2022-04-10 21:20:17 main:574] : INFO : Epoch 1843 | loss: 0.0312475 | val_loss: 0.0312501 | Time: 2734.41 ms [2022-04-10 21:20:19 main:574] : INFO : Epoch 1844 | loss: 0.0312465 | val_loss: 0.0312487 | Time: 2758.3 ms [2022-04-10 21:20:22 main:574] : INFO : Epoch 1845 | loss: 0.0312464 | val_loss: 0.0312487 | Time: 2751.2 ms [2022-04-10 21:20:25 main:574] : INFO : Epoch 1846 | loss: 0.0312461 | val_loss: 0.0312474 | Time: 2764.31 ms [2022-04-10 21:20:28 main:574] : INFO : Epoch 1847 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 2740.27 ms [2022-04-10 21:20:31 main:574] : INFO : Epoch 1848 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 2800.25 ms [2022-04-10 21:20:33 main:574] : INFO : Epoch 1849 | loss: 0.0312463 | val_loss: 0.0312477 | Time: 2735.6 ms [2022-04-10 21:20:36 main:574] : INFO : Epoch 1850 | loss: 0.0312493 | val_loss: 0.0312521 | Time: 2761.51 ms [2022-04-10 21:20:39 main:574] : INFO : Epoch 1851 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 2834.51 ms [2022-04-10 21:20:42 main:574] : INFO : Epoch 1852 | loss: 0.0312473 | val_loss: 0.0312496 | Time: 2816.58 ms [2022-04-10 21:20:45 main:574] : INFO : Epoch 1853 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 3036.62 ms [2022-04-10 21:20:48 main:574] : INFO : Epoch 1854 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 3020.8 ms [2022-04-10 21:20:51 main:574] : INFO : Epoch 1855 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 2802.8 ms [2022-04-10 21:20:53 main:574] : INFO : Epoch 1856 | loss: 0.0312467 | val_loss: 0.0312489 | Time: 2860.8 ms [2022-04-10 21:20:56 main:574] : INFO : Epoch 1857 | loss: 0.0312479 | val_loss: 0.0312503 | Time: 2770.56 ms [2022-04-10 21:20:59 main:574] : INFO : Epoch 1858 | loss: 0.0312473 | val_loss: 0.0312503 | Time: 2793.85 ms [2022-04-10 21:21:02 main:574] : INFO : Epoch 1859 | loss: 0.0312508 | val_loss: 0.0312488 | Time: 2861.83 ms [2022-04-10 21:21:05 main:574] : INFO : Epoch 1860 | loss: 0.0312474 | val_loss: 0.0312499 | Time: 2799.33 ms [2022-04-10 21:21:08 main:574] : INFO : Epoch 1861 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 2776.66 ms [2022-04-10 21:21:10 main:574] : INFO : Epoch 1862 | loss: 0.0312467 | val_loss: 0.0312499 | Time: 2761.77 ms [2022-04-10 21:21:13 main:574] : INFO : Epoch 1863 | loss: 0.0312463 | val_loss: 0.0312496 | Time: 2746.2 ms [2022-04-10 21:21:16 main:574] : INFO : Epoch 1864 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 2824.27 ms [2022-04-10 21:21:19 main:574] : INFO : Epoch 1865 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 2803.16 ms [2022-04-10 21:21:22 main:574] : INFO : Epoch 1866 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 2808.28 ms [2022-04-10 21:21:24 main:574] : INFO : Epoch 1867 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 2757.52 ms [2022-04-10 21:21:27 main:574] : INFO : Epoch 1868 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 2767.55 ms [2022-04-10 21:21:30 main:574] : INFO : Epoch 1869 | loss: 0.0312464 | val_loss: 0.0312471 | Time: 2794.26 ms [2022-04-10 21:21:33 main:574] : INFO : Epoch 1870 | loss: 0.0312454 | val_loss: 0.031247 | Time: 2757.35 ms [2022-04-10 21:21:35 main:574] : INFO : Epoch 1871 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 2789.68 ms [2022-04-10 21:21:38 main:574] : INFO : Epoch 1872 | loss: 0.0312464 | val_loss: 0.0312478 | Time: 2743.94 ms [2022-04-10 21:21:41 main:574] : INFO : Epoch 1873 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 2799.63 ms [2022-04-10 21:21:44 main:574] : INFO : Epoch 1874 | loss: 0.0312475 | val_loss: 0.0312482 | Time: 2776.63 ms [2022-04-10 21:21:47 main:574] : INFO : Epoch 1875 | loss: 0.0312465 | val_loss: 0.0312493 | Time: 3005.92 ms [2022-04-10 21:21:50 main:574] : INFO : Epoch 1876 | loss: 0.0312461 | val_loss: 0.0312483 | Time: 3041.1 ms [2022-04-10 21:21:53 main:574] : INFO : Epoch 1877 | loss: 0.0312484 | val_loss: 0.0312505 | Time: 2794.97 ms [2022-04-10 21:21:56 main:574] : INFO : Epoch 1878 | loss: 0.031248 | val_loss: 0.0312496 | Time: 2790.65 ms [2022-04-10 21:21:58 main:574] : INFO : Epoch 1879 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 2751.99 ms [2022-04-10 21:22:01 main:574] : INFO : Epoch 1880 | loss: 0.0312471 | val_loss: 0.03125 | Time: 2804.71 ms [2022-04-10 21:22:04 main:574] : INFO : Epoch 1881 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 2768.41 ms [2022-04-10 21:22:07 main:574] : INFO : Epoch 1882 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 2773.99 ms [2022-04-10 21:22:09 main:574] : INFO : Epoch 1883 | loss: 0.0312476 | val_loss: 0.0312513 | Time: 2800.41 ms [2022-04-10 21:22:12 main:574] : INFO : Epoch 1884 | loss: 0.0312483 | val_loss: 0.0312514 | Time: 2767.1 ms [2022-04-10 21:22:15 main:574] : INFO : Epoch 1885 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 2824.09 ms [2022-04-10 21:22:18 main:574] : INFO : Epoch 1886 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 2811.86 ms [2022-04-10 21:22:21 main:574] : INFO : Epoch 1887 | loss: 0.0312462 | val_loss: 0.0312491 | Time: 2841.14 ms [2022-04-10 21:22:24 main:574] : INFO : Epoch 1888 | loss: 0.0312469 | val_loss: 0.0312479 | Time: 2817.91 ms [2022-04-10 21:22:26 main:574] : INFO : Epoch 1889 | loss: 0.0312492 | val_loss: 0.0312515 | Time: 2789.35 ms [2022-04-10 21:22:29 main:574] : INFO : Epoch 1890 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 2800.37 ms [2022-04-10 21:22:32 main:574] : INFO : Epoch 1891 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 2831.73 ms [2022-04-10 21:22:35 main:574] : INFO : Epoch 1892 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 2781.84 ms [2022-04-10 21:22:38 main:574] : INFO : Epoch 1893 | loss: 0.0312463 | val_loss: 0.0312483 | Time: 2740.78 ms [2022-04-10 21:22:40 main:574] : INFO : Epoch 1894 | loss: 0.0312471 | val_loss: 0.0312502 | Time: 2808.96 ms [2022-04-10 21:22:43 main:574] : INFO : Epoch 1895 | loss: 0.0312461 | val_loss: 0.0312481 | Time: 2822.88 ms [2022-04-10 21:22:46 main:574] : INFO : Epoch 1896 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 2795.33 ms [2022-04-10 21:22:49 main:574] : INFO : Epoch 1897 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 2838.28 ms [2022-04-10 21:22:52 main:574] : INFO : Epoch 1898 | loss: 0.0312457 | val_loss: 0.0312484 | Time: 3140.84 ms [2022-04-10 21:22:55 main:574] : INFO : Epoch 1899 | loss: 0.0312463 | val_loss: 0.0312481 | Time: 2825.73 ms [2022-04-10 21:22:58 main:574] : INFO : Epoch 1900 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 2821.75 ms [2022-04-10 21:23:01 main:574] : INFO : Epoch 1901 | loss: 0.0312459 | val_loss: 0.0312483 | Time: 2845.76 ms [2022-04-10 21:23:03 main:574] : INFO : Epoch 1902 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 2780.91 ms [2022-04-10 21:23:06 main:574] : INFO : Epoch 1903 | loss: 0.0312458 | val_loss: 0.0312466 | Time: 2774.59 ms [2022-04-10 21:23:09 main:574] : INFO : Epoch 1904 | loss: 0.0312456 | val_loss: 0.0312484 | Time: 2796.99 ms [2022-04-10 21:23:12 main:574] : INFO : Epoch 1905 | loss: 0.0312472 | val_loss: 0.031251 | Time: 2765.66 ms [2022-04-10 21:23:14 main:574] : INFO : Epoch 1906 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 2752.47 ms [2022-04-10 21:23:17 main:574] : INFO : Epoch 1907 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 2755.92 ms [2022-04-10 21:23:20 main:574] : INFO : Epoch 1908 | loss: 0.0312456 | val_loss: 0.0312491 | Time: 2733.08 ms [2022-04-10 21:23:23 main:574] : INFO : Epoch 1909 | loss: 0.031246 | val_loss: 0.0312469 | Time: 2784.9 ms [2022-04-10 21:23:26 main:574] : INFO : Epoch 1910 | loss: 0.0312459 | val_loss: 0.0312493 | Time: 2765.69 ms [2022-04-10 21:23:28 main:574] : INFO : Epoch 1911 | loss: 0.0312465 | val_loss: 0.0312481 | Time: 2776.58 ms [2022-04-10 21:23:31 main:574] : INFO : Epoch 1912 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 2781.76 ms [2022-04-10 21:23:34 main:574] : INFO : Epoch 1913 | loss: 0.0312467 | val_loss: 0.0312485 | Time: 2737.24 ms [2022-04-10 21:23:37 main:574] : INFO : Epoch 1914 | loss: 0.0312479 | val_loss: 0.0312483 | Time: 2815.57 ms [2022-04-10 21:23:40 main:574] : INFO : Epoch 1915 | loss: 0.0312463 | val_loss: 0.0312476 | Time: 2783.89 ms [2022-04-10 21:23:42 main:574] : INFO : Epoch 1916 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 2762.55 ms [2022-04-10 21:23:45 main:574] : INFO : Epoch 1917 | loss: 0.0312457 | val_loss: 0.0312469 | Time: 2837.22 ms [2022-04-10 21:23:48 main:574] : INFO : Epoch 1918 | loss: 0.0312472 | val_loss: 0.031248 | Time: 2826.1 ms [2022-04-10 21:23:51 main:574] : INFO : Epoch 1919 | loss: 0.031248 | val_loss: 0.0312531 | Time: 2812.05 ms [2022-04-10 21:23:54 main:574] : INFO : Epoch 1920 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 2982.85 ms [2022-04-10 21:23:57 main:574] : INFO : Epoch 1921 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 3010.36 ms [2022-04-10 21:24:00 main:574] : INFO : Epoch 1922 | loss: 0.0312457 | val_loss: 0.0312483 | Time: 2822.21 ms [2022-04-10 21:24:02 main:574] : INFO : Epoch 1923 | loss: 0.0312482 | val_loss: 0.0312535 | Time: 2789.05 ms [2022-04-10 21:24:05 main:574] : INFO : Epoch 1924 | loss: 0.0312484 | val_loss: 0.031248 | Time: 2751.45 ms [2022-04-10 21:24:08 main:574] : INFO : Epoch 1925 | loss: 0.0312453 | val_loss: 0.0312468 | Time: 2807.04 ms [2022-04-10 21:24:11 main:574] : INFO : Epoch 1926 | loss: 0.0312456 | val_loss: 0.0312475 | Time: 2774.01 ms [2022-04-10 21:24:14 main:574] : INFO : Epoch 1927 | loss: 0.0312456 | val_loss: 0.031246 | Time: 2747.6 ms [2022-04-10 21:24:16 main:574] : INFO : Epoch 1928 | loss: 0.0312477 | val_loss: 0.0312529 | Time: 2807.39 ms [2022-04-10 21:24:19 main:574] : INFO : Epoch 1929 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2782.59 ms [2022-04-10 21:24:22 main:574] : INFO : Epoch 1930 | loss: 0.0312487 | val_loss: 0.031247 | Time: 2791.71 ms [2022-04-10 21:24:25 main:574] : INFO : Epoch 1931 | loss: 0.031246 | val_loss: 0.0312461 | Time: 2767.47 ms [2022-04-10 21:24:28 main:574] : INFO : Epoch 1932 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 2770.32 ms [2022-04-10 21:24:30 main:574] : INFO : Epoch 1933 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 2788.43 ms [2022-04-10 21:24:33 main:574] : INFO : Epoch 1934 | loss: 0.031245 | val_loss: 0.0312494 | Time: 2793.3 ms [2022-04-10 21:24:36 main:574] : INFO : Epoch 1935 | loss: 0.0312454 | val_loss: 0.0312478 | Time: 2828.96 ms [2022-04-10 21:24:39 main:574] : INFO : Epoch 1936 | loss: 0.0312466 | val_loss: 0.0312476 | Time: 2782.43 ms [2022-04-10 21:24:42 main:574] : INFO : Epoch 1937 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 2765.44 ms [2022-04-10 21:24:44 main:574] : INFO : Epoch 1938 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 2820.91 ms [2022-04-10 21:24:47 main:574] : INFO : Epoch 1939 | loss: 0.0312458 | val_loss: 0.0312501 | Time: 2808.91 ms [2022-04-10 21:24:50 main:574] : INFO : Epoch 1940 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 2792.92 ms [2022-04-10 21:24:53 main:574] : INFO : Epoch 1941 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 2773.01 ms [2022-04-10 21:24:56 main:574] : INFO : Epoch 1942 | loss: 0.0312467 | val_loss: 0.031248 | Time: 2792.53 ms [2022-04-10 21:24:59 main:574] : INFO : Epoch 1943 | loss: 0.0312451 | val_loss: 0.0312479 | Time: 2891.04 ms [2022-04-10 21:25:02 main:574] : INFO : Epoch 1944 | loss: 0.0312467 | val_loss: 0.0312517 | Time: 3163.13 ms [2022-04-10 21:25:05 main:574] : INFO : Epoch 1945 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 2839.2 ms [2022-04-10 21:25:07 main:574] : INFO : Epoch 1946 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 2773.38 ms [2022-04-10 21:25:10 main:574] : INFO : Epoch 1947 | loss: 0.0312466 | val_loss: 0.0312518 | Time: 2733.48 ms [2022-04-10 21:25:13 main:574] : INFO : Epoch 1948 | loss: 0.0312508 | val_loss: 0.0312541 | Time: 2805.25 ms [2022-04-10 21:25:16 main:574] : INFO : Epoch 1949 | loss: 0.0312504 | val_loss: 0.0312484 | Time: 2802.82 ms [2022-04-10 21:25:18 main:574] : INFO : Epoch 1950 | loss: 0.0312458 | val_loss: 0.0312484 | Time: 2757.75 ms [2022-04-10 21:25:21 main:574] : INFO : Epoch 1951 | loss: 0.0312463 | val_loss: 0.0312481 | Time: 2745.32 ms [2022-04-10 21:25:24 main:574] : INFO : Epoch 1952 | loss: 0.0312455 | val_loss: 0.0312476 | Time: 2769.15 ms [2022-04-10 21:25:27 main:574] : INFO : Epoch 1953 | loss: 0.0312449 | val_loss: 0.0312489 | Time: 2813.21 ms [2022-04-10 21:25:30 main:574] : INFO : Epoch 1954 | loss: 0.0312496 | val_loss: 0.031249 | Time: 2780.95 ms [2022-04-10 21:25:32 main:574] : INFO : Epoch 1955 | loss: 0.0312489 | val_loss: 0.031249 | Time: 2809.06 ms [2022-04-10 21:25:35 main:574] : INFO : Epoch 1956 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 2766.36 ms [2022-04-10 21:25:38 main:574] : INFO : Epoch 1957 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 2776.21 ms [2022-04-10 21:25:41 main:574] : INFO : Epoch 1958 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 2766.17 ms [2022-04-10 21:25:44 main:574] : INFO : Epoch 1959 | loss: 0.0312457 | val_loss: 0.0312558 | Time: 2826.39 ms [2022-04-10 21:25:46 main:574] : INFO : Epoch 1960 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 2780.79 ms [2022-04-10 21:25:49 main:574] : INFO : Epoch 1961 | loss: 0.0312458 | val_loss: 0.0312473 | Time: 2809.73 ms [2022-04-10 21:25:52 main:574] : INFO : Epoch 1962 | loss: 0.0312455 | val_loss: 0.0312467 | Time: 2805.39 ms [2022-04-10 21:25:55 main:574] : INFO : Epoch 1963 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 2764.99 ms [2022-04-10 21:25:58 main:574] : INFO : Epoch 1964 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 2817.97 ms [2022-04-10 21:26:00 main:574] : INFO : Epoch 1965 | loss: 0.0312486 | val_loss: 0.031248 | Time: 2787.79 ms [2022-04-10 21:26:03 main:574] : INFO : Epoch 1966 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 2955.7 ms [2022-04-10 21:26:06 main:574] : INFO : Epoch 1967 | loss: 0.031246 | val_loss: 0.0312483 | Time: 3009.4 ms [2022-04-10 21:26:09 main:574] : INFO : Epoch 1968 | loss: 0.0312455 | val_loss: 0.0312514 | Time: 2797.72 ms [2022-04-10 21:26:12 main:574] : INFO : Epoch 1969 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 2749.4 ms [2022-04-10 21:26:15 main:574] : INFO : Epoch 1970 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 2746.89 ms [2022-04-10 21:26:18 main:574] : INFO : Epoch 1971 | loss: 0.0312454 | val_loss: 0.0312463 | Time: 2773.41 ms [2022-04-10 21:26:20 main:574] : INFO : Epoch 1972 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 2765.86 ms [2022-04-10 21:26:23 main:574] : INFO : Epoch 1973 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 2773.38 ms [2022-04-10 21:26:26 main:574] : INFO : Epoch 1974 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 2779.49 ms [2022-04-10 21:26:29 main:574] : INFO : Epoch 1975 | loss: 0.031246 | val_loss: 0.0312473 | Time: 2746.57 ms [2022-04-10 21:26:31 main:574] : INFO : Epoch 1976 | loss: 0.0312482 | val_loss: 0.0312556 | Time: 2790.86 ms [2022-04-10 21:26:34 main:574] : INFO : Epoch 1977 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 2779.52 ms [2022-04-10 21:26:37 main:574] : INFO : Epoch 1978 | loss: 0.0312464 | val_loss: 0.0312532 | Time: 2736.72 ms [2022-04-10 21:26:40 main:574] : INFO : Epoch 1979 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 2742.84 ms [2022-04-10 21:26:43 main:574] : INFO : Epoch 1980 | loss: 0.0312468 | val_loss: 0.0312481 | Time: 2753.14 ms [2022-04-10 21:26:45 main:574] : INFO : Epoch 1981 | loss: 0.0312465 | val_loss: 0.0312478 | Time: 2806.87 ms [2022-04-10 21:26:48 main:574] : INFO : Epoch 1982 | loss: 0.0312449 | val_loss: 0.0312469 | Time: 2798.96 ms [2022-04-10 21:26:51 main:574] : INFO : Epoch 1983 | loss: 0.0312444 | val_loss: 0.0312463 | Time: 2795.8 ms [2022-04-10 21:26:54 main:574] : INFO : Epoch 1984 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 2782.37 ms [2022-04-10 21:26:56 main:574] : INFO : Epoch 1985 | loss: 0.0312453 | val_loss: 0.0312497 | Time: 2760.82 ms [2022-04-10 21:26:59 main:574] : INFO : Epoch 1986 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 2802.24 ms [2022-04-10 21:27:02 main:574] : INFO : Epoch 1987 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 2804.39 ms [2022-04-10 21:27:05 main:574] : INFO : Epoch 1988 | loss: 0.0312472 | val_loss: 0.031249 | Time: 2807.69 ms [2022-04-10 21:27:08 main:574] : INFO : Epoch 1989 | loss: 0.031249 | val_loss: 0.0312475 | Time: 2999.3 ms [2022-04-10 21:27:11 main:574] : INFO : Epoch 1990 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 3052.19 ms [2022-04-10 21:27:14 main:574] : INFO : Epoch 1991 | loss: 0.0312487 | val_loss: 0.0312518 | Time: 2814.77 ms [2022-04-10 21:27:17 main:574] : INFO : Epoch 1992 | loss: 0.0312476 | val_loss: 0.031255 | Time: 2826.61 ms [2022-04-10 21:27:20 main:574] : INFO : Epoch 1993 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 2826.54 ms [2022-04-10 21:27:22 main:574] : INFO : Epoch 1994 | loss: 0.0312463 | val_loss: 0.0312487 | Time: 2735.15 ms [2022-04-10 21:27:25 main:574] : INFO : Epoch 1995 | loss: 0.0312486 | val_loss: 0.0312536 | Time: 2782.72 ms [2022-04-10 21:27:28 main:574] : INFO : Epoch 1996 | loss: 0.0312494 | val_loss: 0.0312471 | Time: 2798.43 ms [2022-04-10 21:27:31 main:574] : INFO : Epoch 1997 | loss: 0.031246 | val_loss: 0.0312493 | Time: 2764.52 ms [2022-04-10 21:27:33 main:574] : INFO : Epoch 1998 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 2756.17 ms [2022-04-10 21:27:36 main:574] : INFO : Epoch 1999 | loss: 0.0312454 | val_loss: 0.0312464 | Time: 2818.53 ms [2022-04-10 21:27:39 main:574] : INFO : Epoch 2000 | loss: 0.0312455 | val_loss: 0.0312464 | Time: 2779.21 ms [2022-04-10 21:27:42 main:574] : INFO : Epoch 2001 | loss: 0.0312453 | val_loss: 0.0312479 | Time: 2803.42 ms [2022-04-10 21:27:45 main:574] : INFO : Epoch 2002 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2825.33 ms [2022-04-10 21:27:48 main:574] : INFO : Epoch 2003 | loss: 0.0312469 | val_loss: 0.0312484 | Time: 2819.3 ms [2022-04-10 21:27:50 main:574] : INFO : Epoch 2004 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 2765.39 ms [2022-04-10 21:27:53 main:574] : INFO : Epoch 2005 | loss: 0.0312463 | val_loss: 0.0312504 | Time: 2826.45 ms [2022-04-10 21:27:56 main:574] : INFO : Epoch 2006 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 2773.74 ms [2022-04-10 21:27:59 main:574] : INFO : Epoch 2007 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 2786.39 ms [2022-04-10 21:28:02 main:574] : INFO : Epoch 2008 | loss: 0.031247 | val_loss: 0.0312503 | Time: 2807.33 ms [2022-04-10 21:28:04 main:574] : INFO : Epoch 2009 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 2790.78 ms [2022-04-10 21:28:07 main:574] : INFO : Epoch 2010 | loss: 0.0312457 | val_loss: 0.0312497 | Time: 2770.14 ms [2022-04-10 21:28:10 main:574] : INFO : Epoch 2011 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 2743.68 ms [2022-04-10 21:28:13 main:574] : INFO : Epoch 2012 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 3012.96 ms [2022-04-10 21:28:16 main:574] : INFO : Epoch 2013 | loss: 0.0312467 | val_loss: 0.0312477 | Time: 3019.04 ms [2022-04-10 21:28:19 main:574] : INFO : Epoch 2014 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 2789.77 ms [2022-04-10 21:28:22 main:574] : INFO : Epoch 2015 | loss: 0.0312445 | val_loss: 0.0312472 | Time: 2786.4 ms [2022-04-10 21:28:24 main:574] : INFO : Epoch 2016 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 2833.64 ms [2022-04-10 21:28:27 main:574] : INFO : Epoch 2017 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 2805.4 ms [2022-04-10 21:28:30 main:574] : INFO : Epoch 2018 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 2744.37 ms [2022-04-10 21:28:33 main:574] : INFO : Epoch 2019 | loss: 0.0312447 | val_loss: 0.031249 | Time: 2804.02 ms [2022-04-10 21:28:36 main:574] : INFO : Epoch 2020 | loss: 0.0312476 | val_loss: 0.0312508 | Time: 2826.81 ms [2022-04-10 21:28:38 main:574] : INFO : Epoch 2021 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 2813.32 ms [2022-04-10 21:28:41 main:574] : INFO : Epoch 2022 | loss: 0.0312471 | val_loss: 0.0312483 | Time: 2787.88 ms [2022-04-10 21:28:44 main:574] : INFO : Epoch 2023 | loss: 0.0312455 | val_loss: 0.0312475 | Time: 2769.09 ms [2022-04-10 21:28:47 main:574] : INFO : Epoch 2024 | loss: 0.0312453 | val_loss: 0.0312489 | Time: 2812.88 ms [2022-04-10 21:28:50 main:574] : INFO : Epoch 2025 | loss: 0.0312456 | val_loss: 0.0312475 | Time: 2824.8 ms [2022-04-10 21:28:52 main:574] : INFO : Epoch 2026 | loss: 0.0312451 | val_loss: 0.0312473 | Time: 2756.08 ms [2022-04-10 21:28:55 main:574] : INFO : Epoch 2027 | loss: 0.031245 | val_loss: 0.0312533 | Time: 2775.24 ms [2022-04-10 21:28:58 main:574] : INFO : Epoch 2028 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 2809.33 ms [2022-04-10 21:29:01 main:574] : INFO : Epoch 2029 | loss: 0.0312448 | val_loss: 0.0312467 | Time: 2834.97 ms [2022-04-10 21:29:04 main:574] : INFO : Epoch 2030 | loss: 0.0312451 | val_loss: 0.0312472 | Time: 2763.45 ms [2022-04-10 21:29:06 main:574] : INFO : Epoch 2031 | loss: 0.0312457 | val_loss: 0.0312481 | Time: 2780.84 ms [2022-04-10 21:29:09 main:574] : INFO : Epoch 2032 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2748.25 ms [2022-04-10 21:29:12 main:574] : INFO : Epoch 2033 | loss: 0.0312449 | val_loss: 0.0312466 | Time: 2783.28 ms [2022-04-10 21:29:15 main:574] : INFO : Epoch 2034 | loss: 0.0312456 | val_loss: 0.031247 | Time: 2779.07 ms [2022-04-10 21:29:18 main:574] : INFO : Epoch 2035 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 3125.26 ms [2022-04-10 21:29:21 main:574] : INFO : Epoch 2036 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 2974.01 ms [2022-04-10 21:29:24 main:574] : INFO : Epoch 2037 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 2852.14 ms [2022-04-10 21:29:27 main:574] : INFO : Epoch 2038 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 2777.92 ms [2022-04-10 21:29:29 main:574] : INFO : Epoch 2039 | loss: 0.0312454 | val_loss: 0.0312478 | Time: 2779.17 ms [2022-04-10 21:29:32 main:574] : INFO : Epoch 2040 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 2773.25 ms [2022-04-10 21:29:35 main:574] : INFO : Epoch 2041 | loss: 0.0312479 | val_loss: 0.0312519 | Time: 2749.23 ms [2022-04-10 21:29:38 main:574] : INFO : Epoch 2042 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 2771.26 ms [2022-04-10 21:29:40 main:574] : INFO : Epoch 2043 | loss: 0.0312453 | val_loss: 0.0312469 | Time: 2748.83 ms [2022-04-10 21:29:43 main:574] : INFO : Epoch 2044 | loss: 0.0312466 | val_loss: 0.0312483 | Time: 2802.65 ms [2022-04-10 21:29:46 main:574] : INFO : Epoch 2045 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 2829.92 ms [2022-04-10 21:29:49 main:574] : INFO : Epoch 2046 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2826.02 ms [2022-04-10 21:29:52 main:574] : INFO : Epoch 2047 | loss: 0.031247 | val_loss: 0.0312498 | Time: 2812.44 ms [2022-04-10 21:29:55 main:574] : INFO : Epoch 2048 | loss: 0.031246 | val_loss: 0.0312467 | Time: 2804.81 ms [2022-04-10 21:29:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312467 [2022-04-10 21:29:55 main:603] : INFO : Saving end state to config to file [2022-04-10 21:29:55 main:608] : INFO : Success, exiting.. 21:29:55 (18644): 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)