Task 3359659
| Name | ParityModified-1608177188-11318-1_0 |
| Workunit | 1621138 |
| Created | 19 Dec 2020, 14:01:25 UTC |
| Sent | 23 Dec 2020, 9:52:28 UTC |
| Report deadline | 30 Dec 2020, 9:52:28 UTC |
| Received | 23 Dec 2020, 13:54:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 36 min 2 sec |
| CPU time | 1 hours 35 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 2-23 05:26:57 main:581] : INFO : Epoch 1538 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2813.39 ms [2020-12-23 05:26:59 main:581] : INFO : Epoch 1539 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2813.25 ms [2020-12-23 05:27:02 main:581] : INFO : Epoch 1540 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2861.42 ms [2020-12-23 05:27:05 main:581] : INFO : Epoch 1541 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2804.36 ms [2020-12-23 05:27:08 main:581] : INFO : Epoch 1542 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2812.65 ms [2020-12-23 05:27:11 main:581] : INFO : Epoch 1543 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2812.02 ms [2020-12-23 05:27:14 main:581] : INFO : Epoch 1544 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2812.51 ms [2020-12-23 05:27:16 main:581] : INFO : Epoch 1545 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 2808 ms [2020-12-23 05:27:19 main:581] : INFO : Epoch 1546 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2811.54 ms [2020-12-23 05:27:22 main:581] : INFO : Epoch 1547 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2812.65 ms [2020-12-23 05:27:25 main:581] : INFO : Epoch 1548 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 2811.31 ms [2020-12-23 05:27:28 main:581] : INFO : Epoch 1549 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2808.02 ms [2020-12-23 05:27:30 main:581] : INFO : Epoch 1550 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2831.24 ms [2020-12-23 05:27:33 main:581] : INFO : Epoch 1551 | loss: 0.0312498 | val_loss: 0.0312523 | Time: 2808.45 ms [2020-12-23 05:27:36 main:581] : INFO : Epoch 1552 | loss: 0.0312505 | val_loss: 0.0312492 | Time: 2807.72 ms [2020-12-23 05:27:39 main:581] : INFO : Epoch 1553 | loss: 0.0312512 | val_loss: 0.0312494 | Time: 2808.73 ms [2020-12-23 05:27:42 main:581] : INFO : Epoch 1554 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2812.97 ms [2020-12-23 05:27:44 main:581] : INFO : Epoch 1555 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 2805.17 ms [2020-12-23 05:27:47 main:581] : INFO : Epoch 1556 | loss: 0.031252 | val_loss: 0.0312496 | Time: 2807.28 ms [2020-12-23 05:27:50 main:581] : INFO : Epoch 1557 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2806.98 ms [2020-12-23 05:27:53 main:581] : INFO : Epoch 1558 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2803.16 ms [2020-12-23 05:27:56 main:581] : INFO : Epoch 1559 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 2812.77 ms [2020-12-23 05:27:58 main:581] : INFO : Epoch 1560 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 2799.25 ms [2020-12-23 05:28:01 main:581] : INFO : Epoch 1561 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2841.47 ms [2020-12-23 05:28:04 main:581] : INFO : Epoch 1562 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 2815.59 ms [2020-12-23 05:28:07 main:581] : INFO : Epoch 1563 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 2818.6 ms [2020-12-23 05:28:10 main:581] : INFO : Epoch 1564 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 2815.66 ms [2020-12-23 05:28:13 main:581] : INFO : Epoch 1565 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 2812.75 ms [2020-12-23 05:28:15 main:581] : INFO : Epoch 1566 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2813.34 ms [2020-12-23 05:28:18 main:581] : INFO : Epoch 1567 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2815.16 ms [2020-12-23 05:28:21 main:581] : INFO : Epoch 1568 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2816.06 ms [2020-12-23 05:28:24 main:581] : INFO : Epoch 1569 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2812.65 ms [2020-12-23 05:28:27 main:581] : INFO : Epoch 1570 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2813.08 ms [2020-12-23 05:28:29 main:581] : INFO : Epoch 1571 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2814.78 ms [2020-12-23 05:28:32 main:581] : INFO : Epoch 1572 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2824.98 ms [2020-12-23 05:28:35 main:581] : INFO : Epoch 1573 | loss: 0.0312497 | val_loss: 0.0312523 | Time: 2814.6 ms [2020-12-23 05:28:38 main:581] : INFO : Epoch 1574 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 2808.89 ms [2020-12-23 05:28:41 main:581] : INFO : Epoch 1575 | loss: 0.0312509 | val_loss: 0.0312495 | Time: 2808.64 ms [2020-12-23 05:28:44 main:581] : INFO : Epoch 1576 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 2813.3 ms [2020-12-23 05:28:46 main:581] : INFO : Epoch 1577 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2813.11 ms [2020-12-23 05:28:49 main:581] : INFO : Epoch 1578 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2813.48 ms [2020-12-23 05:28:52 main:581] : INFO : Epoch 1579 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2810.2 ms [2020-12-23 05:28:55 main:581] : INFO : Epoch 1580 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 2799.64 ms [2020-12-23 05:28:58 main:581] : INFO : Epoch 1581 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2808.92 ms [2020-12-23 05:29:00 main:581] : INFO : Epoch 1582 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2858.92 ms [2020-12-23 05:29:03 main:581] : INFO : Epoch 1583 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2813.5 ms [2020-12-23 05:29:06 main:581] : INFO : Epoch 1584 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2812.01 ms [2020-12-23 05:29:09 main:581] : INFO : Epoch 1585 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 2812.72 ms [2020-12-23 05:29:12 main:581] : INFO : Epoch 1586 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 2809.01 ms [2020-12-23 05:29:14 main:581] : INFO : Epoch 1587 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2800.87 ms [2020-12-23 05:29:17 main:581] : INFO : Epoch 1588 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 2808 ms [2020-12-23 05:29:20 main:581] : INFO : Epoch 1589 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 2801.12 ms [2020-12-23 05:29:23 main:581] : INFO : Epoch 1590 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 2803.82 ms [2020-12-23 05:29:26 main:581] : INFO : Epoch 1591 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2802.14 ms [2020-12-23 05:29:29 main:581] : INFO : Epoch 1592 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2814.8 ms [2020-12-23 05:29:31 main:581] : INFO : Epoch 1593 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 2828.76 ms [2020-12-23 05:29:34 main:581] : INFO : Epoch 1594 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2804.9 ms [2020-12-23 05:29:37 main:581] : INFO : Epoch 1595 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2807.88 ms [2020-12-23 05:29:40 main:581] : INFO : Epoch 1596 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2806.26 ms [2020-12-23 05:29:43 main:581] : INFO : Epoch 1597 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2807.91 ms [2020-12-23 05:29:45 main:581] : INFO : Epoch 1598 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 2810.97 ms [2020-12-23 05:29:48 main:581] : INFO : Epoch 1599 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2807.82 ms [2020-12-23 05:29:51 main:581] : INFO : Epoch 1600 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2780 ms [2020-12-23 05:29:54 main:581] : INFO : Epoch 1601 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2807.93 ms [2020-12-23 05:29:57 main:581] : INFO : Epoch 1602 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2796.72 ms [2020-12-23 05:29:59 main:581] : INFO : Epoch 1603 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2807.12 ms [2020-12-23 05:30:02 main:581] : INFO : Epoch 1604 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2860.66 ms [2020-12-23 05:30:05 main:581] : INFO : Epoch 1605 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2812.65 ms [2020-12-23 05:30:08 main:581] : INFO : Epoch 1606 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 2809.67 ms [2020-12-23 05:30:11 main:581] : INFO : Epoch 1607 | loss: 0.0312505 | val_loss: 0.0312494 | Time: 2800.85 ms [2020-12-23 05:30:14 main:581] : INFO : Epoch 1608 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 2811.36 ms [2020-12-23 05:30:16 main:581] : INFO : Epoch 1609 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2802.02 ms [2020-12-23 05:30:19 main:581] : INFO : Epoch 1610 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2802.51 ms [2020-12-23 05:30:22 main:581] : INFO : Epoch 1611 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2809.17 ms [2020-12-23 05:30:25 main:581] : INFO : Epoch 1612 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2802.97 ms [2020-12-23 05:30:28 main:581] : INFO : Epoch 1613 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 2813.15 ms [2020-12-23 05:30:30 main:581] : INFO : Epoch 1614 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2822.99 ms [2020-12-23 05:30:33 main:581] : INFO : Epoch 1615 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2807.63 ms [2020-12-23 05:30:36 main:581] : INFO : Epoch 1616 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2814.59 ms [2020-12-23 05:30:39 main:581] : INFO : Epoch 1617 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2810.22 ms [2020-12-23 05:30:42 main:581] : INFO : Epoch 1618 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 2811.58 ms [2020-12-23 05:30:44 main:581] : INFO : Epoch 1619 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 2795.85 ms [2020-12-23 05:30:47 main:581] : INFO : Epoch 1620 | loss: 0.03125 | val_loss: 0.0312493 | Time: 2804.68 ms [2020-12-23 05:30:50 main:581] : INFO : Epoch 1621 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2809.39 ms [2020-12-23 05:30:53 main:581] : INFO : Epoch 1622 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 2799.36 ms [2020-12-23 05:30:56 main:581] : INFO : Epoch 1623 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2796.05 ms [2020-12-23 05:30:58 main:581] : INFO : Epoch 1624 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 2801.73 ms [2020-12-23 05:31:01 main:581] : INFO : Epoch 1625 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 2855.28 ms [2020-12-23 05:31:04 main:581] : INFO : Epoch 1626 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2812.02 ms [2020-12-23 05:31:07 main:581] : INFO : Epoch 1627 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 2809.39 ms [2020-12-23 05:31:10 main:581] : INFO : Epoch 1628 | loss: 0.031252 | val_loss: 0.0312545 | Time: 2809.63 ms [2020-12-23 05:31:13 main:581] : INFO : Epoch 1629 | loss: 0.0312527 | val_loss: 0.0312514 | Time: 2807.06 ms [2020-12-23 05:31:15 main:581] : INFO : Epoch 1630 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2804.51 ms [2020-12-23 05:31:18 main:581] : INFO : Epoch 1631 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 2806.92 ms [2020-12-23 05:31:21 main:581] : INFO : Epoch 1632 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2804.81 ms [2020-12-23 05:31:24 main:581] : INFO : Epoch 1633 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2806.27 ms [2020-12-23 05:31:27 main:581] : INFO : Epoch 1634 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2806.89 ms [2020-12-23 05:31:29 main:581] : INFO : Epoch 1635 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2803.42 ms [2020-12-23 05:31:32 main:581] : INFO : Epoch 1636 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2832.86 ms [2020-12-23 05:31:35 main:581] : INFO : Epoch 1637 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 2798.18 ms [2020-12-23 05:31:38 main:581] : INFO : Epoch 1638 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2805.24 ms [2020-12-23 05:31:41 main:581] : INFO : Epoch 1639 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 2806.41 ms [2020-12-23 05:31:43 main:581] : INFO : Epoch 1640 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 2801.89 ms [2020-12-23 05:31:46 main:581] : INFO : Epoch 1641 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2808.48 ms [2020-12-23 05:31:49 main:581] : INFO : Epoch 1642 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 2809.84 ms [2020-12-23 05:31:52 main:581] : INFO : Epoch 1643 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2806.26 ms [2020-12-23 05:31:55 main:581] : INFO : Epoch 1644 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 2800.61 ms [2020-12-23 05:31:57 main:581] : INFO : Epoch 1645 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2811.24 ms [2020-12-23 05:32:00 main:581] : INFO : Epoch 1646 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2855.57 ms [2020-12-23 05:32:03 main:581] : INFO : Epoch 1647 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2806.06 ms [2020-12-23 05:32:06 main:581] : INFO : Epoch 1648 | loss: 0.0326427 | val_loss: 0.0341849 | Time: 2809.48 ms [2020-12-23 05:32:09 main:581] : INFO : Epoch 1649 | loss: 0.059038 | val_loss: 0.0350931 | Time: 2811.29 ms [2020-12-23 05:32:12 main:581] : INFO : Epoch 1650 | loss: 0.0356147 | val_loss: 0.0336978 | Time: 2794.43 ms [2020-12-23 05:32:14 main:581] : INFO : Epoch 1651 | loss: 0.0320352 | val_loss: 0.0315441 | Time: 2801.42 ms [2020-12-23 05:32:17 main:581] : INFO : Epoch 1652 | loss: 0.0313747 | val_loss: 0.0313036 | Time: 2812.1 ms [2020-12-23 05:32:20 main:581] : INFO : Epoch 1653 | loss: 0.0312845 | val_loss: 0.031269 | Time: 2811.37 ms [2020-12-23 05:32:23 main:581] : INFO : Epoch 1654 | loss: 0.0312635 | val_loss: 0.0312608 | Time: 2808.07 ms [2020-12-23 05:32:26 main:581] : INFO : Epoch 1655 | loss: 0.031259 | val_loss: 0.0312587 | Time: 2796.22 ms [2020-12-23 05:32:28 main:581] : INFO : Epoch 1656 | loss: 0.0312573 | val_loss: 0.0312575 | Time: 2808.51 ms [2020-12-23 05:32:31 main:581] : INFO : Epoch 1657 | loss: 0.0312565 | val_loss: 0.031257 | Time: 2826.44 ms [2020-12-23 05:32:34 main:581] : INFO : Epoch 1658 | loss: 0.0312561 | val_loss: 0.0312562 | Time: 2810.97 ms [2020-12-23 05:32:37 main:581] : INFO : Epoch 1659 | loss: 0.0312552 | val_loss: 0.0312556 | Time: 2801.41 ms [2020-12-23 05:32:40 main:581] : INFO : Epoch 1660 | loss: 0.0312547 | val_loss: 0.0312554 | Time: 2800.8 ms [2020-12-23 05:32:42 main:581] : INFO : Epoch 1661 | loss: 0.0312542 | val_loss: 0.0312547 | Time: 2804.67 ms [2020-12-23 05:32:45 main:581] : INFO : Epoch 1662 | loss: 0.0312539 | val_loss: 0.0312546 | Time: 2807.41 ms [2020-12-23 05:32:48 main:581] : INFO : Epoch 1663 | loss: 0.0312537 | val_loss: 0.0312543 | Time: 2806.11 ms [2020-12-23 05:32:51 main:581] : INFO : Epoch 1664 | loss: 0.0312535 | val_loss: 0.0312539 | Time: 2805.71 ms [2020-12-23 05:32:54 main:581] : INFO : Epoch 1665 | loss: 0.0312533 | val_loss: 0.0312537 | Time: 2803.82 ms [2020-12-23 05:32:56 main:581] : INFO : Epoch 1666 | loss: 0.0312533 | val_loss: 0.0312542 | Time: 2805.27 ms [2020-12-23 05:32:59 main:581] : INFO : Epoch 1667 | loss: 0.031253 | val_loss: 0.0312534 | Time: 2805.55 ms [2020-12-23 05:33:02 main:581] : INFO : Epoch 1668 | loss: 0.0312528 | val_loss: 0.0312535 | Time: 2854.28 ms [2020-12-23 05:33:05 main:581] : INFO : Epoch 1669 | loss: 0.0312528 | val_loss: 0.031253 | Time: 2797.39 ms [2020-12-23 05:33:08 main:581] : INFO : Epoch 1670 | loss: 0.0312524 | val_loss: 0.0312531 | Time: 2806.58 ms [2020-12-23 05:33:11 main:581] : INFO : Epoch 1671 | loss: 0.0312524 | val_loss: 0.0312527 | Time: 2815.12 ms [2020-12-23 05:33:13 main:581] : INFO : Epoch 1672 | loss: 0.0312521 | val_loss: 0.0312527 | Time: 2809.58 ms [2020-12-23 05:33:16 main:581] : INFO : Epoch 1673 | loss: 0.0312522 | val_loss: 0.0312527 | Time: 2805.37 ms [2020-12-23 05:33:19 main:581] : INFO : Epoch 1674 | loss: 0.0312522 | val_loss: 0.0312527 | Time: 2811.8 ms [2020-12-23 05:33:22 main:581] : INFO : Epoch 1675 | loss: 0.0312521 | val_loss: 0.0312523 | Time: 2813.56 ms [2020-12-23 05:33:25 main:581] : INFO : Epoch 1676 | loss: 0.0312519 | val_loss: 0.0312523 | Time: 2814.02 ms [2020-12-23 05:33:27 main:581] : INFO : Epoch 1677 | loss: 0.0312519 | val_loss: 0.0312521 | Time: 2813.67 ms [2020-12-23 05:33:30 main:581] : INFO : Epoch 1678 | loss: 0.0312519 | val_loss: 0.0312525 | Time: 2834.31 ms [2020-12-23 05:33:33 main:581] : INFO : Epoch 1679 | loss: 0.0312518 | val_loss: 0.0312521 | Time: 2812.4 ms [2020-12-23 05:33:36 main:581] : INFO : Epoch 1680 | loss: 0.0312515 | val_loss: 0.031252 | Time: 2811.46 ms [2020-12-23 05:33:39 main:581] : INFO : Epoch 1681 | loss: 0.0312515 | val_loss: 0.0312522 | Time: 2810.68 ms [2020-12-23 05:33:41 main:581] : INFO : Epoch 1682 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 2808.16 ms [2020-12-23 05:33:44 main:581] : INFO : Epoch 1683 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 2813.93 ms [2020-12-23 05:33:47 main:581] : INFO : Epoch 1684 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 2808.65 ms [2020-12-23 05:33:50 main:581] : INFO : Epoch 1685 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 2809.78 ms [2020-12-23 05:33:53 main:581] : INFO : Epoch 1686 | loss: 0.0312513 | val_loss: 0.0312518 | Time: 2811.56 ms [2020-12-23 05:33:56 main:581] : INFO : Epoch 1687 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 2814.72 ms [2020-12-23 05:33:58 main:581] : INFO : Epoch 1688 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2816.47 ms [2020-12-23 05:34:01 main:581] : INFO : Epoch 1689 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2853.05 ms [2020-12-23 05:34:04 main:581] : INFO : Epoch 1690 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 2805.58 ms [2020-12-23 05:34:07 main:581] : INFO : Epoch 1691 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 2804.48 ms [2020-12-23 05:34:10 main:581] : INFO : Epoch 1692 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 2805.53 ms [2020-12-23 05:34:12 main:581] : INFO : Epoch 1693 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 2812.27 ms [2020-12-23 05:34:15 main:581] : INFO : Epoch 1694 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 2812.25 ms [2020-12-23 05:34:18 main:581] : INFO : Epoch 1695 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2810.64 ms [2020-12-23 05:34:21 main:581] : INFO : Epoch 1696 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 2811.29 ms [2020-12-23 05:34:24 main:581] : INFO : Epoch 1697 | loss: 0.031251 | val_loss: 0.0312512 | Time: 2809.98 ms [2020-12-23 05:34:26 main:581] : INFO : Epoch 1698 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 2807.22 ms [2020-12-23 05:34:29 main:581] : INFO : Epoch 1699 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 2808.22 ms [2020-12-23 05:34:32 main:581] : INFO : Epoch 1700 | loss: 0.031251 | val_loss: 0.0312515 | Time: 2828.84 ms [2020-12-23 05:34:35 main:581] : INFO : Epoch 1701 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2800.98 ms [2020-12-23 05:34:38 main:581] : INFO : Epoch 1702 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2801.11 ms [2020-12-23 05:34:41 main:581] : INFO : Epoch 1703 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 2803.27 ms [2020-12-23 05:34:43 main:581] : INFO : Epoch 1704 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2793.87 ms [2020-12-23 05:34:46 main:581] : INFO : Epoch 1705 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2808.78 ms [2020-12-23 05:34:49 main:581] : INFO : Epoch 1706 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2795.64 ms [2020-12-23 05:34:52 main:581] : INFO : Epoch 1707 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2806.31 ms [2020-12-23 05:34:55 main:581] : INFO : Epoch 1708 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2801.04 ms [2020-12-23 05:34:57 main:581] : INFO : Epoch 1709 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2808.22 ms [2020-12-23 05:35:00 main:581] : INFO : Epoch 1710 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2837.25 ms [2020-12-23 05:35:03 main:581] : INFO : Epoch 1711 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2806.09 ms [2020-12-23 05:35:06 main:581] : INFO : Epoch 1712 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2809.18 ms [2020-12-23 05:35:09 main:581] : INFO : Epoch 1713 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2804.55 ms [2020-12-23 05:35:11 main:581] : INFO : Epoch 1714 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2803.23 ms [2020-12-23 05:35:14 main:581] : INFO : Epoch 1715 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2809.32 ms [2020-12-23 05:35:17 main:581] : INFO : Epoch 1716 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2808.47 ms [2020-12-23 05:35:20 main:581] : INFO : Epoch 1717 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2811.52 ms [2020-12-23 05:35:23 main:581] : INFO : Epoch 1718 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2813.15 ms [2020-12-23 05:35:25 main:581] : INFO : Epoch 1719 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2814.35 ms [2020-12-23 05:35:28 main:581] : INFO : Epoch 1720 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2813.33 ms [2020-12-23 05:35:31 main:581] : INFO : Epoch 1721 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2837.85 ms [2020-12-23 05:35:34 main:581] : INFO : Epoch 1722 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2814.32 ms [2020-12-23 05:35:37 main:581] : INFO : Epoch 1723 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2814.25 ms [2020-12-23 05:35:40 main:581] : INFO : Epoch 1724 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2817.93 ms [2020-12-23 05:35:42 main:581] : INFO : Epoch 1725 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2812.07 ms [2020-12-23 05:35:45 main:581] : INFO : Epoch 1726 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2812.99 ms [2020-12-23 05:35:48 main:581] : INFO : Epoch 1727 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2808.49 ms [2020-12-23 05:35:51 main:581] : INFO : Epoch 1728 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2812.46 ms [2020-12-23 05:35:54 main:581] : INFO : Epoch 1729 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2808.86 ms [2020-12-23 05:35:56 main:581] : INFO : Epoch 1730 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 2813.35 ms [2020-12-23 05:35:59 main:581] : INFO : Epoch 1731 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2809.76 ms [2020-12-23 05:36:02 main:581] : INFO : Epoch 1732 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2854.04 ms [2020-12-23 05:36:05 main:581] : INFO : Epoch 1733 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2791.15 ms [2020-12-23 05:36:08 main:581] : INFO : Epoch 1734 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2804.43 ms [2020-12-23 05:36:11 main:581] : INFO : Epoch 1735 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2808.99 ms [2020-12-23 05:36:13 main:581] : INFO : Epoch 1736 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2803.32 ms [2020-12-23 05:36:16 main:581] : INFO : Epoch 1737 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2806.06 ms [2020-12-23 05:36:19 main:581] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2808.07 ms [2020-12-23 05:36:22 main:581] : INFO : Epoch 1739 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2802.06 ms [2020-12-23 05:36:25 main:581] : INFO : Epoch 1740 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2807.46 ms [2020-12-23 05:36:27 main:581] : INFO : Epoch 1741 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2812.79 ms [2020-12-23 05:36:30 main:581] : INFO : Epoch 1742 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2838.94 ms [2020-12-23 05:36:33 main:581] : INFO : Epoch 1743 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2811.32 ms [2020-12-23 05:36:36 main:581] : INFO : Epoch 1744 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2810.44 ms [2020-12-23 05:36:39 main:581] : INFO : Epoch 1745 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2813.84 ms [2020-12-23 05:36:41 main:581] : INFO : Epoch 1746 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2812.95 ms [2020-12-23 05:36:44 main:581] : INFO : Epoch 1747 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2813.49 ms [2020-12-23 05:36:47 main:581] : INFO : Epoch 1748 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2810.88 ms [2020-12-23 05:36:50 main:581] : INFO : Epoch 1749 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2800.38 ms [2020-12-23 05:36:53 main:581] : INFO : Epoch 1750 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2809.26 ms [2020-12-23 05:36:55 main:581] : INFO : Epoch 1751 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2813.94 ms [2020-12-23 05:36:58 main:581] : INFO : Epoch 1752 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2810.71 ms [2020-12-23 05:37:01 main:581] : INFO : Epoch 1753 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2851.79 ms [2020-12-23 05:37:04 main:581] : INFO : Epoch 1754 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2811.13 ms [2020-12-23 05:37:07 main:581] : INFO : Epoch 1755 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2809.92 ms [2020-12-23 05:37:10 main:581] : INFO : Epoch 1756 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2805.58 ms [2020-12-23 05:37:12 main:581] : INFO : Epoch 1757 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2807.71 ms [2020-12-23 05:37:15 main:581] : INFO : Epoch 1758 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2808.48 ms [2020-12-23 05:37:18 main:581] : INFO : Epoch 1759 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2808.1 ms [2020-12-23 05:37:21 main:581] : INFO : Epoch 1760 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2810.09 ms [2020-12-23 05:37:24 main:581] : INFO : Epoch 1761 | loss: 0.03125 | val_loss: 0.03125 | Time: 2815.33 ms [2020-12-23 05:37:26 main:581] : INFO : Epoch 1762 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2801.44 ms [2020-12-23 05:37:29 main:581] : INFO : Epoch 1763 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2800.29 ms [2020-12-23 05:37:32 main:581] : INFO : Epoch 1764 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2826.9 ms [2020-12-23 05:37:35 main:581] : INFO : Epoch 1765 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2808 ms [2020-12-23 05:37:38 main:581] : INFO : Epoch 1766 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2802.24 ms [2020-12-23 05:37:40 main:581] : INFO : Epoch 1767 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2802.39 ms [2020-12-23 05:37:43 main:581] : INFO : Epoch 1768 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2802.01 ms [2020-12-23 05:37:46 main:581] : INFO : Epoch 1769 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2808.65 ms [2020-12-23 05:37:49 main:581] : INFO : Epoch 1770 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2806.6 ms [2020-12-23 05:37:52 main:581] : INFO : Epoch 1771 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2811.79 ms [2020-12-23 05:37:55 main:581] : INFO : Epoch 1772 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2813.71 ms [2020-12-23 05:37:57 main:581] : INFO : Epoch 1773 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2812.02 ms [2020-12-23 05:38:00 main:581] : INFO : Epoch 1774 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2847.27 ms [2020-12-23 05:38:03 main:581] : INFO : Epoch 1775 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2813.53 ms [2020-12-23 05:38:06 main:581] : INFO : Epoch 1776 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2810.66 ms [2020-12-23 05:38:09 main:581] : INFO : Epoch 1777 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2802.98 ms [2020-12-23 05:38:11 main:581] : INFO : Epoch 1778 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2804.96 ms [2020-12-23 05:38:14 main:581] : INFO : Epoch 1779 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2805.06 ms [2020-12-23 05:38:17 main:581] : INFO : Epoch 1780 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2804.53 ms [2020-12-23 05:38:20 main:581] : INFO : Epoch 1781 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2801.31 ms [2020-12-23 05:38:23 main:581] : INFO : Epoch 1782 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2805.69 ms [2020-12-23 05:38:25 main:581] : INFO : Epoch 1783 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2809.98 ms [2020-12-23 05:38:28 main:581] : INFO : Epoch 1784 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2815.66 ms [2020-12-23 05:38:31 main:581] : INFO : Epoch 1785 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 2826.7 ms [2020-12-23 05:38:34 main:581] : INFO : Epoch 1786 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2810.62 ms [2020-12-23 05:38:37 main:581] : INFO : Epoch 1787 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2811.94 ms [2020-12-23 05:38:40 main:581] : INFO : Epoch 1788 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2812.16 ms [2020-12-23 05:38:42 main:581] : INFO : Epoch 1789 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2810.83 ms [2020-12-23 05:38:45 main:581] : INFO : Epoch 1790 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2808.83 ms [2020-12-23 05:38:48 main:581] : INFO : Epoch 1791 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2810.69 ms [2020-12-23 05:38:51 main:581] : INFO : Epoch 1792 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2809.59 ms [2020-12-23 05:38:54 main:581] : INFO : Epoch 1793 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2810.56 ms [2020-12-23 05:38:56 main:581] : INFO : Epoch 1794 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 2809.37 ms [2020-12-23 05:38:59 main:581] : INFO : Epoch 1795 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2808.18 ms [2020-12-23 05:39:02 main:581] : INFO : Epoch 1796 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2856.91 ms [2020-12-23 05:39:05 main:581] : INFO : Epoch 1797 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2809.4 ms [2020-12-23 05:39:08 main:581] : INFO : Epoch 1798 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2801.47 ms [2020-12-23 05:39:10 main:581] : INFO : Epoch 1799 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2807.31 ms [2020-12-23 05:39:13 main:581] : INFO : Epoch 1800 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2810.05 ms [2020-12-23 05:39:16 main:581] : INFO : Epoch 1801 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2811.35 ms [2020-12-23 05:39:19 main:581] : INFO : Epoch 1802 | loss: 0.0312503 | val_loss: 0.0312524 | Time: 2810.93 ms [2020-12-23 05:39:22 main:581] : INFO : Epoch 1803 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2812.91 ms [2020-12-23 05:39:25 main:581] : INFO : Epoch 1804 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 2813.45 ms [2020-12-23 05:39:27 main:581] : INFO : Epoch 1805 | loss: 0.031251 | val_loss: 0.0312522 | Time: 2811.09 ms [2020-12-23 05:39:30 main:581] : INFO : Epoch 1806 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 2827.23 ms [2020-12-23 05:39:33 main:581] : INFO : Epoch 1807 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2811.9 ms [2020-12-23 05:39:36 main:581] : INFO : Epoch 1808 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2812.27 ms [2020-12-23 05:39:39 main:581] : INFO : Epoch 1809 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2811.05 ms [2020-12-23 05:39:41 main:581] : INFO : Epoch 1810 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2811.75 ms [2020-12-23 05:39:44 main:581] : INFO : Epoch 1811 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2811.47 ms [2020-12-23 05:39:47 main:581] : INFO : Epoch 1812 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2812.58 ms [2020-12-23 05:39:50 main:581] : INFO : Epoch 1813 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2814.04 ms [2020-12-23 05:39:53 main:581] : INFO : Epoch 1814 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2813.61 ms [2020-12-23 05:39:56 main:581] : INFO : Epoch 1815 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2812.02 ms [2020-12-23 05:39:58 main:581] : INFO : Epoch 1816 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2810.13 ms [2020-12-23 05:40:01 main:581] : INFO : Epoch 1817 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2855.01 ms [2020-12-23 05:40:04 main:581] : INFO : Epoch 1818 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2805.93 ms [2020-12-23 05:40:07 main:581] : INFO : Epoch 1819 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2804.49 ms [2020-12-23 05:40:10 main:581] : INFO : Epoch 1820 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2806.6 ms [2020-12-23 05:40:12 main:581] : INFO : Epoch 1821 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2802.73 ms [2020-12-23 05:40:15 main:581] : INFO : Epoch 1822 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 2797.37 ms [2020-12-23 05:40:18 main:581] : INFO : Epoch 1823 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2800.43 ms [2020-12-23 05:40:21 main:581] : INFO : Epoch 1824 | loss: 0.03125 | val_loss: 0.03125 | Time: 2806.8 ms [2020-12-23 05:40:24 main:581] : INFO : Epoch 1825 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2806.24 ms [2020-12-23 05:40:26 main:581] : INFO : Epoch 1826 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2793.45 ms [2020-12-23 05:40:29 main:581] : INFO : Epoch 1827 | loss: 0.03125 | val_loss: 0.03125 | Time: 2792.23 ms [2020-12-23 05:40:32 main:581] : INFO : Epoch 1828 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2826.12 ms [2020-12-23 05:40:35 main:581] : INFO : Epoch 1829 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2797.85 ms [2020-12-23 05:40:38 main:581] : INFO : Epoch 1830 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 2806.25 ms [2020-12-23 05:40:40 main:581] : INFO : Epoch 1831 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2795.35 ms [2020-12-23 05:40:43 main:581] : INFO : Epoch 1832 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2800.69 ms [2020-12-23 05:40:46 main:581] : INFO : Epoch 1833 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2813.28 ms [2020-12-23 05:40:49 main:581] : INFO : Epoch 1834 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2812.16 ms [2020-12-23 05:40:52 main:581] : INFO : Epoch 1835 | loss: 0.0312509 | val_loss: 0.031252 | Time: 2812.81 ms [2020-12-23 05:40:54 main:581] : INFO : Epoch 1836 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2812.89 ms [2020-12-23 05:40:57 main:581] : INFO : Epoch 1837 | loss: 0.0312505 | val_loss: 0.0312526 | Time: 2809.65 ms [2020-12-23 05:41:00 main:581] : INFO : Epoch 1838 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2845.83 ms [2020-12-23 05:41:03 main:581] : INFO : Epoch 1839 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 2811.97 ms [2020-12-23 05:41:06 main:581] : INFO : Epoch 1840 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2811.79 ms [2020-12-23 05:41:09 main:581] : INFO : Epoch 1841 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2813.41 ms [2020-12-23 05:41:11 main:581] : INFO : Epoch 1842 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2810.92 ms [2020-12-23 05:41:14 main:581] : INFO : Epoch 1843 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 2810.71 ms [2020-12-23 05:41:17 main:581] : INFO : Epoch 1844 | loss: 0.0312519 | val_loss: 0.0312498 | Time: 2810.46 ms [2020-12-23 05:41:20 main:581] : INFO : Epoch 1845 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2813.4 ms [2020-12-23 05:41:23 main:581] : INFO : Epoch 1846 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2811.02 ms [2020-12-23 05:41:25 main:581] : INFO : Epoch 1847 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2810.56 ms [2020-12-23 05:41:28 main:581] : INFO : Epoch 1848 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2808.99 ms [2020-12-23 05:41:31 main:581] : INFO : Epoch 1849 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2833.93 ms [2020-12-23 05:41:34 main:581] : INFO : Epoch 1850 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2813.77 ms [2020-12-23 05:41:37 main:581] : INFO : Epoch 1851 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2802.74 ms [2020-12-23 05:41:40 main:581] : INFO : Epoch 1852 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2806.99 ms [2020-12-23 05:41:42 main:581] : INFO : Epoch 1853 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2809.26 ms [2020-12-23 05:41:45 main:581] : INFO : Epoch 1854 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2810.64 ms [2020-12-23 05:41:48 main:581] : INFO : Epoch 1855 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2812.44 ms [2020-12-23 05:41:51 main:581] : INFO : Epoch 1856 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 2813.42 ms [2020-12-23 05:41:54 main:581] : INFO : Epoch 1857 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2811.6 ms [2020-12-23 05:41:56 main:581] : INFO : Epoch 1858 | loss: 0.0312512 | val_loss: 0.0312553 | Time: 2804.35 ms [2020-12-23 05:41:59 main:581] : INFO : Epoch 1859 | loss: 0.0312527 | val_loss: 0.0312527 | Time: 2813.26 ms [2020-12-23 05:42:02 main:581] : INFO : Epoch 1860 | loss: 0.0312514 | val_loss: 0.0312522 | Time: 2861.23 ms [2020-12-23 05:42:05 main:581] : INFO : Epoch 1861 | loss: 0.031251 | val_loss: 0.0312499 | Time: 2810.68 ms [2020-12-23 05:42:08 main:581] : INFO : Epoch 1862 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2811.54 ms [2020-12-23 05:42:10 main:581] : INFO : Epoch 1863 | loss: 0.0312511 | val_loss: 0.0312498 | Time: 2811.77 ms [2020-12-23 05:42:13 main:581] : INFO : Epoch 1864 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2809.67 ms [2020-12-23 05:42:16 main:581] : INFO : Epoch 1865 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2811.46 ms [2020-12-23 05:42:19 main:581] : INFO : Epoch 1866 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2809.16 ms [2020-12-23 05:42:22 main:581] : INFO : Epoch 1867 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2808.67 ms [2020-12-23 05:42:25 main:581] : INFO : Epoch 1868 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2807.74 ms [2020-12-23 05:42:27 main:581] : INFO : Epoch 1869 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 2807.93 ms [2020-12-23 05:42:30 main:581] : INFO : Epoch 1870 | loss: 0.0312509 | val_loss: 0.0312497 | Time: 2830.85 ms [2020-12-23 05:42:33 main:581] : INFO : Epoch 1871 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2799.81 ms [2020-12-23 05:42:36 main:581] : INFO : Epoch 1872 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2804.74 ms [2020-12-23 05:42:39 main:581] : INFO : Epoch 1873 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2808.22 ms [2020-12-23 05:42:41 main:581] : INFO : Epoch 1874 | loss: 0.0312504 | val_loss: 0.031252 | Time: 2807.67 ms [2020-12-23 05:42:44 main:581] : INFO : Epoch 1875 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2809.68 ms [2020-12-23 05:42:47 main:581] : INFO : Epoch 1876 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 2811.21 ms [2020-12-23 05:42:50 main:581] : INFO : Epoch 1877 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 2814.63 ms [2020-12-23 05:42:53 main:581] : INFO : Epoch 1878 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2826.48 ms [2020-12-23 05:42:55 main:581] : INFO : Epoch 1879 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2824.67 ms [2020-12-23 05:42:58 main:581] : INFO : Epoch 1880 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2817.06 ms [2020-12-23 05:43:01 main:581] : INFO : Epoch 1881 | loss: 0.0312502 | val_loss: 0.0312527 | Time: 2869.45 ms [2020-12-23 05:43:04 main:581] : INFO : Epoch 1882 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 2822.43 ms [2020-12-23 05:43:07 main:581] : INFO : Epoch 1883 | loss: 0.0312497 | val_loss: 0.0312521 | Time: 2811.45 ms [2020-12-23 05:43:10 main:581] : INFO : Epoch 1884 | loss: 0.0312514 | val_loss: 0.0312494 | Time: 2811.36 ms [2020-12-23 05:43:12 main:581] : INFO : Epoch 1885 | loss: 0.0312511 | val_loss: 0.031251 | Time: 2811.19 ms [2020-12-23 05:43:15 main:581] : INFO : Epoch 1886 | loss: 0.0312517 | val_loss: 0.0312603 | Time: 2811.63 ms [2020-12-23 05:43:18 main:581] : INFO : Epoch 1887 | loss: 0.0312536 | val_loss: 0.0312519 | Time: 2812.18 ms [2020-12-23 05:43:21 main:581] : INFO : Epoch 1888 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 2809.68 ms [2020-12-23 05:43:24 main:581] : INFO : Epoch 1889 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2811.63 ms [2020-12-23 05:43:26 main:581] : INFO : Epoch 1890 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 2811.65 ms [2020-12-23 05:43:29 main:581] : INFO : Epoch 1891 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2811.19 ms [2020-12-23 05:43:32 main:581] : INFO : Epoch 1892 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 2831.24 ms [2020-12-23 05:43:35 main:581] : INFO : Epoch 1893 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2801.32 ms [2020-12-23 05:43:38 main:581] : INFO : Epoch 1894 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 2798.98 ms [2020-12-23 05:43:41 main:581] : INFO : Epoch 1895 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2807.76 ms [2020-12-23 05:43:43 main:581] : INFO : Epoch 1896 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2805.76 ms [2020-12-23 05:43:46 main:581] : INFO : Epoch 1897 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2808.18 ms [2020-12-23 05:43:49 main:581] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 2807.52 ms [2020-12-23 05:43:52 main:581] : INFO : Epoch 1899 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2807.62 ms [2020-12-23 05:43:55 main:581] : INFO : Epoch 1900 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 2807.72 ms [2020-12-23 05:43:57 main:581] : INFO : Epoch 1901 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2806.91 ms [2020-12-23 05:44:00 main:581] : INFO : Epoch 1902 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2845.5 ms [2020-12-23 05:44:03 main:581] : INFO : Epoch 1903 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 2812.98 ms [2020-12-23 05:44:06 main:581] : INFO : Epoch 1904 | loss: 0.031251 | val_loss: 0.0312539 | Time: 2811.97 ms [2020-12-23 05:44:09 main:581] : INFO : Epoch 1905 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 2812.37 ms [2020-12-23 05:44:11 main:581] : INFO : Epoch 1906 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 2808.52 ms [2020-12-23 05:44:14 main:581] : INFO : Epoch 1907 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 2815.4 ms [2020-12-23 05:44:17 main:581] : INFO : Epoch 1908 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2806.53 ms [2020-12-23 05:44:20 main:581] : INFO : Epoch 1909 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 2813.24 ms [2020-12-23 05:44:23 main:581] : INFO : Epoch 1910 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 2804.18 ms [2020-12-23 05:44:26 main:581] : INFO : Epoch 1911 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2799.88 ms [2020-12-23 05:44:28 main:581] : INFO : Epoch 1912 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2800.48 ms [2020-12-23 05:44:31 main:581] : INFO : Epoch 1913 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 2827.42 ms [2020-12-23 05:44:34 main:581] : INFO : Epoch 1914 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 2811 ms [2020-12-23 05:44:37 main:581] : INFO : Epoch 1915 | loss: 0.0312496 | val_loss: 0.0312557 | Time: 2805.16 ms [2020-12-23 05:44:40 main:581] : INFO : Epoch 1916 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 2797.4 ms [2020-12-23 05:44:42 main:581] : INFO : Epoch 1917 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2802.13 ms [2020-12-23 05:44:45 main:581] : INFO : Epoch 1918 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2813.59 ms [2020-12-23 05:44:48 main:581] : INFO : Epoch 1919 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 2808.75 ms [2020-12-23 05:44:51 main:581] : INFO : Epoch 1920 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 2813.8 ms [2020-12-23 05:44:54 main:581] : INFO : Epoch 1921 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 2811.45 ms [2020-12-23 05:44:56 main:581] : INFO : Epoch 1922 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2807.04 ms [2020-12-23 05:44:59 main:581] : INFO : Epoch 1923 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2810.77 ms [2020-12-23 05:45:02 main:581] : INFO : Epoch 1924 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2853.15 ms [2020-12-23 05:45:05 main:581] : INFO : Epoch 1925 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2812.22 ms [2020-12-23 05:45:08 main:581] : INFO : Epoch 1926 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2811.41 ms [2020-12-23 05:45:11 main:581] : INFO : Epoch 1927 | loss: 0.0312497 | val_loss: 0.0312559 | Time: 2806.58 ms [2020-12-23 05:45:13 main:581] : INFO : Epoch 1928 | loss: 0.031251 | val_loss: 0.0312489 | Time: 2801.7 ms [2020-12-23 05:45:16 main:581] : INFO : Epoch 1929 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 2798.26 ms [2020-12-23 05:45:19 main:581] : INFO : Epoch 1930 | loss: 0.0312499 | val_loss: 0.0312529 | Time: 2801.44 ms [2020-12-23 05:45:22 main:581] : INFO : Epoch 1931 | loss: 0.0312513 | val_loss: 0.0312491 | Time: 2814.64 ms [2020-12-23 05:45:25 main:581] : INFO : Epoch 1932 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 2802.8 ms [2020-12-23 05:45:27 main:581] : INFO : Epoch 1933 | loss: 0.0312494 | val_loss: 0.031249 | Time: 2803.1 ms [2020-12-23 05:45:30 main:581] : INFO : Epoch 1934 | loss: 0.0312492 | val_loss: 0.0312514 | Time: 2831.27 ms [2020-12-23 05:45:33 main:581] : INFO : Epoch 1935 | loss: 0.0312525 | val_loss: 0.0312547 | Time: 2810.96 ms [2020-12-23 05:45:36 main:581] : INFO : Epoch 1936 | loss: 0.0312518 | val_loss: 0.0312499 | Time: 2808.72 ms [2020-12-23 05:45:39 main:581] : INFO : Epoch 1937 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2812.47 ms [2020-12-23 05:45:41 main:581] : INFO : Epoch 1938 | loss: 0.0312527 | val_loss: 0.031255 | Time: 2808.7 ms [2020-12-23 05:45:44 main:581] : INFO : Epoch 1939 | loss: 0.0312509 | val_loss: 0.0312531 | Time: 2809.87 ms [2020-12-23 05:45:47 main:581] : INFO : Epoch 1940 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 2807.35 ms [2020-12-23 05:45:50 main:581] : INFO : Epoch 1941 | loss: 0.0312523 | val_loss: 0.0312504 | Time: 2810.6 ms [2020-12-23 05:45:53 main:581] : INFO : Epoch 1942 | loss: 0.03125 | val_loss: 0.0312486 | Time: 2811.14 ms [2020-12-23 05:45:55 main:581] : INFO : Epoch 1943 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 2810.24 ms [2020-12-23 05:45:58 main:581] : INFO : Epoch 1944 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2813.71 ms [2020-12-23 05:46:01 main:581] : INFO : Epoch 1945 | loss: 0.0312497 | val_loss: 0.031249 | Time: 2847.03 ms [2020-12-23 05:46:04 main:581] : INFO : Epoch 1946 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2812.29 ms [2020-12-23 05:46:07 main:581] : INFO : Epoch 1947 | loss: 0.03125 | val_loss: 0.0312493 | Time: 2799.66 ms [2020-12-23 05:46:10 main:581] : INFO : Epoch 1948 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 2809.95 ms [2020-12-23 05:46:12 main:581] : INFO : Epoch 1949 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2811.17 ms [2020-12-23 05:46:15 main:581] : INFO : Epoch 1950 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 2808.79 ms [2020-12-23 05:46:18 main:581] : INFO : Epoch 1951 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 2807.07 ms [2020-12-23 05:46:21 main:581] : INFO : Epoch 1952 | loss: 0.0312501 | val_loss: 0.031249 | Time: 2810.08 ms [2020-12-23 05:46:24 main:581] : INFO : Epoch 1953 | loss: 0.0312508 | val_loss: 0.0312534 | Time: 2809.55 ms [2020-12-23 05:46:26 main:581] : INFO : Epoch 1954 | loss: 0.031252 | val_loss: 0.0312487 | Time: 2804.6 ms [2020-12-23 05:46:29 main:581] : INFO : Epoch 1955 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 2805.14 ms [2020-12-23 05:46:32 main:581] : INFO : Epoch 1956 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 2839.07 ms [2020-12-23 05:46:35 main:581] : INFO : Epoch 1957 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 2813.33 ms [2020-12-23 05:46:38 main:581] : INFO : Epoch 1958 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2814.54 ms [2020-12-23 05:46:41 main:581] : INFO : Epoch 1959 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 2803.44 ms [2020-12-23 05:46:43 main:581] : INFO : Epoch 1960 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2813.57 ms [2020-12-23 05:46:46 main:581] : INFO : Epoch 1961 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 2818.12 ms [2020-12-23 05:46:49 main:581] : INFO : Epoch 1962 | loss: 0.0312495 | val_loss: 0.0312484 | Time: 2807.39 ms [2020-12-23 05:46:52 main:581] : INFO : Epoch 1963 | loss: 0.0312483 | val_loss: 0.0312497 | Time: 2803.24 ms [2020-12-23 05:46:55 main:581] : INFO : Epoch 1964 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 2803.61 ms [2020-12-23 05:46:57 main:581] : INFO : Epoch 1965 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 2810.16 ms [2020-12-23 05:47:00 main:581] : INFO : Epoch 1966 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 2838.46 ms [2020-12-23 05:47:03 main:581] : INFO : Epoch 1967 | loss: 0.0312513 | val_loss: 0.0312479 | Time: 2805.08 ms [2020-12-23 05:47:06 main:581] : INFO : Epoch 1968 | loss: 0.0312493 | val_loss: 0.031248 | Time: 2809.67 ms [2020-12-23 05:47:09 main:581] : INFO : Epoch 1969 | loss: 0.0312496 | val_loss: 0.0312483 | Time: 2809.57 ms [2020-12-23 05:47:11 main:581] : INFO : Epoch 1970 | loss: 0.0312498 | val_loss: 0.031251 | Time: 2807.44 ms [2020-12-23 05:47:14 main:581] : INFO : Epoch 1971 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 2800.87 ms [2020-12-23 05:47:17 main:581] : INFO : Epoch 1972 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 2793.92 ms [2020-12-23 05:47:20 main:581] : INFO : Epoch 1973 | loss: 0.0312492 | val_loss: 0.031248 | Time: 2804.28 ms [2020-12-23 05:47:23 main:581] : INFO : Epoch 1974 | loss: 0.0312521 | val_loss: 0.0312571 | Time: 2790.15 ms [2020-12-23 05:47:25 main:581] : INFO : Epoch 1975 | loss: 0.0312548 | val_loss: 0.0312484 | Time: 2798.48 ms [2020-12-23 05:47:28 main:581] : INFO : Epoch 1976 | loss: 0.0312499 | val_loss: 0.0312479 | Time: 2804.79 ms [2020-12-23 05:47:31 main:581] : INFO : Epoch 1977 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 2828.27 ms [2020-12-23 05:47:34 main:581] : INFO : Epoch 1978 | loss: 0.031249 | val_loss: 0.0312465 | Time: 2811.68 ms [2020-12-23 05:47:37 main:581] : INFO : Epoch 1979 | loss: 0.031248 | val_loss: 0.031247 | Time: 2811.88 ms [2020-12-23 05:47:40 main:581] : INFO : Epoch 1980 | loss: 0.0312485 | val_loss: 0.031247 | Time: 2810.71 ms [2020-12-23 05:47:42 main:581] : INFO : Epoch 1981 | loss: 0.031248 | val_loss: 0.0312467 | Time: 2812.8 ms [2020-12-23 05:47:45 main:581] : INFO : Epoch 1982 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 2811.47 ms [2020-12-23 05:47:48 main:581] : INFO : Epoch 1983 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2808.55 ms [2020-12-23 05:47:51 main:581] : INFO : Epoch 1984 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 2803.23 ms [2020-12-23 05:47:54 main:581] : INFO : Epoch 1985 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 2799.48 ms [2020-12-23 05:47:56 main:581] : INFO : Epoch 1986 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2808.35 ms [2020-12-23 05:47:59 main:581] : INFO : Epoch 1987 | loss: 0.0312496 | val_loss: 0.0312473 | Time: 2792.69 ms [2020-12-23 05:48:02 main:581] : INFO : Epoch 1988 | loss: 0.0312498 | val_loss: 0.031248 | Time: 2856.43 ms [2020-12-23 05:48:05 main:581] : INFO : Epoch 1989 | loss: 0.0312483 | val_loss: 0.0312466 | Time: 2811.25 ms [2020-12-23 05:48:08 main:581] : INFO : Epoch 1990 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 2810.26 ms [2020-12-23 05:48:10 main:581] : INFO : Epoch 1991 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 2812.87 ms [2020-12-23 05:48:13 main:581] : INFO : Epoch 1992 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 2812.26 ms [2020-12-23 05:48:16 main:581] : INFO : Epoch 1993 | loss: 0.0312478 | val_loss: 0.0312522 | Time: 2812.06 ms [2020-12-23 05:48:19 main:581] : INFO : Epoch 1994 | loss: 0.0312515 | val_loss: 0.0312475 | Time: 2810.81 ms [2020-12-23 05:48:22 main:581] : INFO : Epoch 1995 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 2810.93 ms [2020-12-23 05:48:24 main:581] : INFO : Epoch 1996 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 2808.56 ms [2020-12-23 05:48:27 main:581] : INFO : Epoch 1997 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2809.3 ms [2020-12-23 05:48:30 main:581] : INFO : Epoch 1998 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 2833.43 ms [2020-12-23 05:48:33 main:581] : INFO : Epoch 1999 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 2811.76 ms [2020-12-23 05:48:36 main:581] : INFO : Epoch 2000 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 2814.2 ms [2020-12-23 05:48:39 main:581] : INFO : Epoch 2001 | loss: 0.0312495 | val_loss: 0.031248 | Time: 2810.14 ms [2020-12-23 05:48:41 main:581] : INFO : Epoch 2002 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 2811.21 ms [2020-12-23 05:48:44 main:581] : INFO : Epoch 2003 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 2808.66 ms [2020-12-23 05:48:47 main:581] : INFO : Epoch 2004 | loss: 0.0312505 | val_loss: 0.031246 | Time: 2808.28 ms [2020-12-23 05:48:50 main:581] : INFO : Epoch 2005 | loss: 0.0312469 | val_loss: 0.031246 | Time: 2805.65 ms [2020-12-23 05:48:53 main:581] : INFO : Epoch 2006 | loss: 0.0312472 | val_loss: 0.0312457 | Time: 2797.86 ms [2020-12-23 05:48:55 main:581] : INFO : Epoch 2007 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 2806.13 ms [2020-12-23 05:48:58 main:581] : INFO : Epoch 2008 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 2807.87 ms [2020-12-23 05:49:01 main:581] : INFO : Epoch 2009 | loss: 0.0312467 | val_loss: 0.0312463 | Time: 2852.51 ms [2020-12-23 05:49:04 main:581] : INFO : Epoch 2010 | loss: 0.0312476 | val_loss: 0.0312455 | Time: 2806.51 ms [2020-12-23 05:49:07 main:581] : INFO : Epoch 2011 | loss: 0.031246 | val_loss: 0.0312449 | Time: 2804.49 ms [2020-12-23 05:49:09 main:581] : INFO : Epoch 2012 | loss: 0.031246 | val_loss: 0.031245 | Time: 2802.68 ms [2020-12-23 05:49:12 main:581] : INFO : Epoch 2013 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 2804.31 ms [2020-12-23 05:49:15 main:581] : INFO : Epoch 2014 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 2798.76 ms [2020-12-23 05:49:18 main:581] : INFO : Epoch 2015 | loss: 0.0312484 | val_loss: 0.0312461 | Time: 2806.91 ms [2020-12-23 05:49:21 main:581] : INFO : Epoch 2016 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 2809.19 ms [2020-12-23 05:49:24 main:581] : INFO : Epoch 2017 | loss: 0.0312495 | val_loss: 0.0312445 | Time: 2804.15 ms [2020-12-23 05:49:26 main:581] : INFO : Epoch 2018 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 2804.76 ms [2020-12-23 05:49:29 main:581] : INFO : Epoch 2019 | loss: 0.0312476 | val_loss: 0.0312491 | Time: 2800.01 ms [2020-12-23 05:49:32 main:581] : INFO : Epoch 2020 | loss: 0.031246 | val_loss: 0.0312447 | Time: 2826.03 ms [2020-12-23 05:49:35 main:581] : INFO : Epoch 2021 | loss: 0.0312475 | val_loss: 0.0312497 | Time: 2807.23 ms [2020-12-23 05:49:38 main:581] : INFO : Epoch 2022 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 2805.6 ms [2020-12-23 05:49:40 main:581] : INFO : Epoch 2023 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 2798.77 ms [2020-12-23 05:49:43 main:581] : INFO : Epoch 2024 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2802.34 ms [2020-12-23 05:49:46 main:581] : INFO : Epoch 2025 | loss: 0.031247 | val_loss: 0.0312489 | Time: 2809.28 ms [2020-12-23 05:49:49 main:581] : INFO : Epoch 2026 | loss: 0.0312482 | val_loss: 0.0312441 | Time: 2813.11 ms [2020-12-23 05:49:52 main:581] : INFO : Epoch 2027 | loss: 0.0312451 | val_loss: 0.0312426 | Time: 2808.86 ms [2020-12-23 05:49:54 main:581] : INFO : Epoch 2028 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 2804.54 ms [2020-12-23 05:49:57 main:581] : INFO : Epoch 2029 | loss: 0.0312488 | val_loss: 0.0312448 | Time: 2782.98 ms [2020-12-23 05:50:00 main:581] : INFO : Epoch 2030 | loss: 0.0312487 | val_loss: 0.031252 | Time: 2838.8 ms [2020-12-23 05:50:03 main:581] : INFO : Epoch 2031 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2804.88 ms [2020-12-23 05:50:06 main:581] : INFO : Epoch 2032 | loss: 0.0312449 | val_loss: 0.0312436 | Time: 2796.11 ms [2020-12-23 05:50:08 main:581] : INFO : Epoch 2033 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2803.14 ms [2020-12-23 05:50:11 main:581] : INFO : Epoch 2034 | loss: 0.0312476 | val_loss: 0.0312493 | Time: 2805.68 ms [2020-12-23 05:50:14 main:581] : INFO : Epoch 2035 | loss: 0.0312467 | val_loss: 0.0312441 | Time: 2806.58 ms [2020-12-23 05:50:17 main:581] : INFO : Epoch 2036 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 2804.02 ms [2020-12-23 05:50:20 main:581] : INFO : Epoch 2037 | loss: 0.0312449 | val_loss: 0.0312437 | Time: 2804.76 ms [2020-12-23 05:50:22 main:581] : INFO : Epoch 2038 | loss: 0.031246 | val_loss: 0.031251 | Time: 2805.49 ms [2020-12-23 05:50:25 main:581] : INFO : Epoch 2039 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 2804.5 ms [2020-12-23 05:50:28 main:581] : INFO : Epoch 2040 | loss: 0.0312456 | val_loss: 0.0312438 | Time: 2806.32 ms [2020-12-23 05:50:31 main:581] : INFO : Epoch 2041 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 2829.35 ms [2020-12-23 05:50:34 main:581] : INFO : Epoch 2042 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 2809.75 ms [2020-12-23 05:50:37 main:581] : INFO : Epoch 2043 | loss: 0.0312444 | val_loss: 0.0312449 | Time: 2811.17 ms [2020-12-23 05:50:39 main:581] : INFO : Epoch 2044 | loss: 0.0312443 | val_loss: 0.0312454 | Time: 2811.46 ms [2020-12-23 05:50:42 main:581] : INFO : Epoch 2045 | loss: 0.0312434 | val_loss: 0.0312454 | Time: 2803.12 ms [2020-12-23 05:50:45 main:581] : INFO : Epoch 2046 | loss: 0.0312462 | val_loss: 0.0312428 | Time: 2815.99 ms [2020-12-23 05:50:48 main:581] : INFO : Epoch 2047 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 2811.55 ms [2020-12-23 05:50:51 main:581] : INFO : Epoch 2048 | loss: 0.0312432 | val_loss: 0.0312411 | Time: 2811.69 ms [2020-12-23 05:50:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312411 [2020-12-23 05:50:51 main:610] : INFO : Saving end state to config to file [2020-12-23 05:50:51 main:615] : INFO : Success, exiting.. 05:50:51 (2493192): 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)