Task 9121842
| Name | ParityModified-1636178908-32213-2-0_0 |
| Workunit | 6563915 |
| Created | 23 Nov 2021, 0:48:54 UTC |
| Sent | 28 Nov 2021, 11:05:53 UTC |
| Report deadline | 6 Dec 2021, 11:05:53 UTC |
| Received | 28 Nov 2021, 19:04:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 12 sec |
| CPU time | 1 hours 15 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1-28 19:45:35 main:574] : INFO : Epoch 1542 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2237.02 ms [2021-11-28 19:45:37 main:574] : INFO : Epoch 1543 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2227.96 ms [2021-11-28 19:45:40 main:574] : INFO : Epoch 1544 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2247.24 ms [2021-11-28 19:45:42 main:574] : INFO : Epoch 1545 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2276.26 ms [2021-11-28 19:45:44 main:574] : INFO : Epoch 1546 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2231.73 ms [2021-11-28 19:45:46 main:574] : INFO : Epoch 1547 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2231.73 ms [2021-11-28 19:45:49 main:574] : INFO : Epoch 1548 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2228.26 ms [2021-11-28 19:45:51 main:574] : INFO : Epoch 1549 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2218.39 ms [2021-11-28 19:45:53 main:574] : INFO : Epoch 1550 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2211.54 ms [2021-11-28 19:45:55 main:574] : INFO : Epoch 1551 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2243.39 ms [2021-11-28 19:45:58 main:574] : INFO : Epoch 1552 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2202.06 ms [2021-11-28 19:46:00 main:574] : INFO : Epoch 1553 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2227.51 ms [2021-11-28 19:46:02 main:574] : INFO : Epoch 1554 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2205.16 ms [2021-11-28 19:46:04 main:574] : INFO : Epoch 1555 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2245.71 ms [2021-11-28 19:46:06 main:574] : INFO : Epoch 1556 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2196.12 ms [2021-11-28 19:46:09 main:574] : INFO : Epoch 1557 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2209.28 ms [2021-11-28 19:46:11 main:574] : INFO : Epoch 1558 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2254.08 ms [2021-11-28 19:46:13 main:574] : INFO : Epoch 1559 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2224.59 ms [2021-11-28 19:46:15 main:574] : INFO : Epoch 1560 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2236.57 ms [2021-11-28 19:46:18 main:574] : INFO : Epoch 1561 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2233.79 ms [2021-11-28 19:46:20 main:574] : INFO : Epoch 1562 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2209.89 ms [2021-11-28 19:46:22 main:574] : INFO : Epoch 1563 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2206.5 ms [2021-11-28 19:46:24 main:574] : INFO : Epoch 1564 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2222.82 ms [2021-11-28 19:46:27 main:574] : INFO : Epoch 1565 | loss: 0.03125 | val_loss: 0.03125 | Time: 2247.4 ms [2021-11-28 19:46:29 main:574] : INFO : Epoch 1566 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2245.48 ms [2021-11-28 19:46:31 main:574] : INFO : Epoch 1567 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2227.45 ms [2021-11-28 19:46:33 main:574] : INFO : Epoch 1568 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2262.04 ms [2021-11-28 19:46:35 main:574] : INFO : Epoch 1569 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2203.48 ms [2021-11-28 19:46:38 main:574] : INFO : Epoch 1570 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2239.9 ms [2021-11-28 19:46:40 main:574] : INFO : Epoch 1571 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2229.69 ms [2021-11-28 19:46:42 main:574] : INFO : Epoch 1572 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2237.67 ms [2021-11-28 19:46:44 main:574] : INFO : Epoch 1573 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2214.32 ms [2021-11-28 19:46:47 main:574] : INFO : Epoch 1574 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2257.03 ms [2021-11-28 19:46:49 main:574] : INFO : Epoch 1575 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2208.14 ms [2021-11-28 19:46:51 main:574] : INFO : Epoch 1576 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2240.1 ms [2021-11-28 19:46:53 main:574] : INFO : Epoch 1577 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2220.29 ms [2021-11-28 19:46:56 main:574] : INFO : Epoch 1578 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2206.41 ms [2021-11-28 19:46:58 main:574] : INFO : Epoch 1579 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2206.94 ms [2021-11-28 19:47:00 main:574] : INFO : Epoch 1580 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2224.45 ms [2021-11-28 19:47:02 main:574] : INFO : Epoch 1581 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2205.34 ms [2021-11-28 19:47:04 main:574] : INFO : Epoch 1582 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2242.92 ms [2021-11-28 19:47:07 main:574] : INFO : Epoch 1583 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2271.2 ms [2021-11-28 19:47:09 main:574] : INFO : Epoch 1584 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2224.65 ms [2021-11-28 19:47:11 main:574] : INFO : Epoch 1585 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2180.91 ms [2021-11-28 19:47:13 main:574] : INFO : Epoch 1586 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2199.26 ms [2021-11-28 19:47:16 main:574] : INFO : Epoch 1587 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2238.85 ms [2021-11-28 19:47:18 main:574] : INFO : Epoch 1588 | loss: 0.03125 | val_loss: 0.03125 | Time: 2226.4 ms [2021-11-28 19:47:20 main:574] : INFO : Epoch 1589 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2209.26 ms [2021-11-28 19:47:22 main:574] : INFO : Epoch 1590 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2220.01 ms [2021-11-28 19:47:24 main:574] : INFO : Epoch 1591 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2187.65 ms [2021-11-28 19:47:27 main:574] : INFO : Epoch 1592 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2247.67 ms [2021-11-28 19:47:29 main:574] : INFO : Epoch 1593 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2215.91 ms [2021-11-28 19:47:31 main:574] : INFO : Epoch 1594 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2221.76 ms [2021-11-28 19:47:33 main:574] : INFO : Epoch 1595 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2212.93 ms [2021-11-28 19:47:36 main:574] : INFO : Epoch 1596 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2214.49 ms [2021-11-28 19:47:38 main:574] : INFO : Epoch 1597 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2231.94 ms [2021-11-28 19:47:40 main:574] : INFO : Epoch 1598 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2209.36 ms [2021-11-28 19:47:42 main:574] : INFO : Epoch 1599 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2204.92 ms [2021-11-28 19:47:44 main:574] : INFO : Epoch 1600 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2227.72 ms [2021-11-28 19:47:47 main:574] : INFO : Epoch 1601 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2222.02 ms [2021-11-28 19:47:49 main:574] : INFO : Epoch 1602 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2209.87 ms [2021-11-28 19:47:51 main:574] : INFO : Epoch 1603 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2222.81 ms [2021-11-28 19:47:53 main:574] : INFO : Epoch 1604 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2219.48 ms [2021-11-28 19:47:56 main:574] : INFO : Epoch 1605 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2235.43 ms [2021-11-28 19:47:58 main:574] : INFO : Epoch 1606 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2223.53 ms [2021-11-28 19:48:00 main:574] : INFO : Epoch 1607 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2234.18 ms [2021-11-28 19:48:02 main:574] : INFO : Epoch 1608 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2231.22 ms [2021-11-28 19:48:05 main:574] : INFO : Epoch 1609 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2235.97 ms [2021-11-28 19:48:07 main:574] : INFO : Epoch 1610 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2243.75 ms [2021-11-28 19:48:09 main:574] : INFO : Epoch 1611 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2271.5 ms [2021-11-28 19:48:11 main:574] : INFO : Epoch 1612 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2202.36 ms [2021-11-28 19:48:13 main:574] : INFO : Epoch 1613 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2227.65 ms [2021-11-28 19:48:16 main:574] : INFO : Epoch 1614 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2248.99 ms [2021-11-28 19:48:18 main:574] : INFO : Epoch 1615 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2234.1 ms [2021-11-28 19:48:20 main:574] : INFO : Epoch 1616 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2240.48 ms [2021-11-28 19:48:22 main:574] : INFO : Epoch 1617 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2208.99 ms [2021-11-28 19:48:25 main:574] : INFO : Epoch 1618 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2232.93 ms [2021-11-28 19:48:27 main:574] : INFO : Epoch 1619 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2212.54 ms [2021-11-28 19:48:29 main:574] : INFO : Epoch 1620 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2221.37 ms [2021-11-28 19:48:31 main:574] : INFO : Epoch 1621 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2202.31 ms [2021-11-28 19:48:33 main:574] : INFO : Epoch 1622 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2196.96 ms [2021-11-28 19:48:36 main:574] : INFO : Epoch 1623 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2255.05 ms [2021-11-28 19:48:38 main:574] : INFO : Epoch 1624 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2243.03 ms [2021-11-28 19:48:40 main:574] : INFO : Epoch 1625 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2221.58 ms [2021-11-28 19:48:42 main:574] : INFO : Epoch 1626 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 2222.45 ms [2021-11-28 19:48:45 main:574] : INFO : Epoch 1627 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2224.58 ms [2021-11-28 19:48:47 main:574] : INFO : Epoch 1628 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2225.69 ms [2021-11-28 19:48:49 main:574] : INFO : Epoch 1629 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2227.57 ms [2021-11-28 19:48:51 main:574] : INFO : Epoch 1630 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2209.98 ms [2021-11-28 19:48:54 main:574] : INFO : Epoch 1631 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2211.01 ms [2021-11-28 19:48:56 main:574] : INFO : Epoch 1632 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2219.68 ms [2021-11-28 19:48:58 main:574] : INFO : Epoch 1633 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2207.32 ms [2021-11-28 19:49:00 main:574] : INFO : Epoch 1634 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2209.67 ms [2021-11-28 19:49:02 main:574] : INFO : Epoch 1635 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2203.36 ms [2021-11-28 19:49:05 main:574] : INFO : Epoch 1636 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2226.47 ms [2021-11-28 19:49:07 main:574] : INFO : Epoch 1637 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2202.21 ms [2021-11-28 19:49:09 main:574] : INFO : Epoch 1638 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2226.07 ms [2021-11-28 19:49:11 main:574] : INFO : Epoch 1639 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2219.2 ms [2021-11-28 19:49:14 main:574] : INFO : Epoch 1640 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2231.77 ms [2021-11-28 19:49:16 main:574] : INFO : Epoch 1641 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2186.11 ms [2021-11-28 19:49:18 main:574] : INFO : Epoch 1642 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2236.57 ms [2021-11-28 19:49:20 main:574] : INFO : Epoch 1643 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2206.79 ms [2021-11-28 19:49:22 main:574] : INFO : Epoch 1644 | loss: 0.03125 | val_loss: 0.03125 | Time: 2232.01 ms [2021-11-28 19:49:25 main:574] : INFO : Epoch 1645 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2236.9 ms [2021-11-28 19:49:27 main:574] : INFO : Epoch 1646 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2207.55 ms [2021-11-28 19:49:29 main:574] : INFO : Epoch 1647 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2239.81 ms [2021-11-28 19:49:31 main:574] : INFO : Epoch 1648 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2210.74 ms [2021-11-28 19:49:34 main:574] : INFO : Epoch 1649 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2209.21 ms [2021-11-28 19:49:36 main:574] : INFO : Epoch 1650 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2246.93 ms [2021-11-28 19:49:38 main:574] : INFO : Epoch 1651 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 2253.6 ms [2021-11-28 19:49:40 main:574] : INFO : Epoch 1652 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2245.28 ms [2021-11-28 19:49:43 main:574] : INFO : Epoch 1653 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2218.19 ms [2021-11-28 19:49:45 main:574] : INFO : Epoch 1654 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2226.38 ms [2021-11-28 19:49:47 main:574] : INFO : Epoch 1655 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2229.28 ms [2021-11-28 19:49:49 main:574] : INFO : Epoch 1656 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2201.68 ms [2021-11-28 19:49:51 main:574] : INFO : Epoch 1657 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 2252.31 ms [2021-11-28 19:49:54 main:574] : INFO : Epoch 1658 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 2193.05 ms [2021-11-28 19:49:56 main:574] : INFO : Epoch 1659 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2208.47 ms [2021-11-28 19:49:58 main:574] : INFO : Epoch 1660 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2243.14 ms [2021-11-28 19:50:00 main:574] : INFO : Epoch 1661 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2229.79 ms [2021-11-28 19:50:03 main:574] : INFO : Epoch 1662 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2223.29 ms [2021-11-28 19:50:05 main:574] : INFO : Epoch 1663 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2207.75 ms [2021-11-28 19:50:07 main:574] : INFO : Epoch 1664 | loss: 0.0312514 | val_loss: 0.0312532 | Time: 2236.9 ms [2021-11-28 19:50:09 main:574] : INFO : Epoch 1665 | loss: 0.0312517 | val_loss: 0.0312516 | Time: 2218.01 ms [2021-11-28 19:50:11 main:574] : INFO : Epoch 1666 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2265.76 ms [2021-11-28 19:50:14 main:574] : INFO : Epoch 1667 | loss: 0.0312517 | val_loss: 0.0312514 | Time: 2224.14 ms [2021-11-28 19:50:16 main:574] : INFO : Epoch 1668 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2235.23 ms [2021-11-28 19:50:18 main:574] : INFO : Epoch 1669 | loss: 0.0312513 | val_loss: 0.0312526 | Time: 2229.67 ms [2021-11-28 19:50:20 main:574] : INFO : Epoch 1670 | loss: 0.031252 | val_loss: 0.0312506 | Time: 2256.99 ms [2021-11-28 19:50:23 main:574] : INFO : Epoch 1671 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 2228.71 ms [2021-11-28 19:50:25 main:574] : INFO : Epoch 1672 | loss: 0.031251 | val_loss: 0.0312503 | Time: 2218.84 ms [2021-11-28 19:50:27 main:574] : INFO : Epoch 1673 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2232.36 ms [2021-11-28 19:50:29 main:574] : INFO : Epoch 1674 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2215.41 ms [2021-11-28 19:50:32 main:574] : INFO : Epoch 1675 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2199.51 ms [2021-11-28 19:50:34 main:574] : INFO : Epoch 1676 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2251.28 ms [2021-11-28 19:50:36 main:574] : INFO : Epoch 1677 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2239.71 ms [2021-11-28 19:50:38 main:574] : INFO : Epoch 1678 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 2211.57 ms [2021-11-28 19:50:41 main:574] : INFO : Epoch 1679 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2227.3 ms [2021-11-28 19:50:43 main:574] : INFO : Epoch 1680 | loss: 0.03125 | val_loss: 0.03125 | Time: 2240.05 ms [2021-11-28 19:50:45 main:574] : INFO : Epoch 1681 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2198.64 ms [2021-11-28 19:50:47 main:574] : INFO : Epoch 1682 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2245.23 ms [2021-11-28 19:50:49 main:574] : INFO : Epoch 1683 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2228.63 ms [2021-11-28 19:50:52 main:574] : INFO : Epoch 1684 | loss: 0.031251 | val_loss: 0.0312501 | Time: 2218.45 ms [2021-11-28 19:50:54 main:574] : INFO : Epoch 1685 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2185.02 ms [2021-11-28 19:50:56 main:574] : INFO : Epoch 1686 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2205.79 ms [2021-11-28 19:50:58 main:574] : INFO : Epoch 1687 | loss: 0.0312531 | val_loss: 0.0312561 | Time: 2211.91 ms [2021-11-28 19:51:01 main:574] : INFO : Epoch 1688 | loss: 0.0312523 | val_loss: 0.0312504 | Time: 2228.78 ms [2021-11-28 19:51:03 main:574] : INFO : Epoch 1689 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2221.68 ms [2021-11-28 19:51:05 main:574] : INFO : Epoch 1690 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2214.53 ms [2021-11-28 19:51:07 main:574] : INFO : Epoch 1691 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 2223.15 ms [2021-11-28 19:51:09 main:574] : INFO : Epoch 1692 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2215.99 ms [2021-11-28 19:51:12 main:574] : INFO : Epoch 1693 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 2241.52 ms [2021-11-28 19:51:14 main:574] : INFO : Epoch 1694 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 2230.63 ms [2021-11-28 19:51:16 main:574] : INFO : Epoch 1695 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 2213.96 ms [2021-11-28 19:51:18 main:574] : INFO : Epoch 1696 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2220.69 ms [2021-11-28 19:51:21 main:574] : INFO : Epoch 1697 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2237.29 ms [2021-11-28 19:51:23 main:574] : INFO : Epoch 1698 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2188.73 ms [2021-11-28 19:51:25 main:574] : INFO : Epoch 1699 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2193.3 ms [2021-11-28 19:51:27 main:574] : INFO : Epoch 1700 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2222.19 ms [2021-11-28 19:51:29 main:574] : INFO : Epoch 1701 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 2217.64 ms [2021-11-28 19:51:32 main:574] : INFO : Epoch 1702 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 2224.57 ms [2021-11-28 19:51:34 main:574] : INFO : Epoch 1703 | loss: 0.031251 | val_loss: 0.0312538 | Time: 2254.78 ms [2021-11-28 19:51:36 main:574] : INFO : Epoch 1704 | loss: 0.0312552 | val_loss: 0.0312507 | Time: 2229.74 ms [2021-11-28 19:51:38 main:574] : INFO : Epoch 1705 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 2213.54 ms [2021-11-28 19:51:41 main:574] : INFO : Epoch 1706 | loss: 0.031251 | val_loss: 0.0312499 | Time: 2224.2 ms [2021-11-28 19:51:43 main:574] : INFO : Epoch 1707 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2227.89 ms [2021-11-28 19:51:45 main:574] : INFO : Epoch 1708 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2228 ms [2021-11-28 19:51:47 main:574] : INFO : Epoch 1709 | loss: 0.0312516 | val_loss: 0.03125 | Time: 2237.9 ms [2021-11-28 19:51:49 main:574] : INFO : Epoch 1710 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 2218.4 ms [2021-11-28 19:51:52 main:574] : INFO : Epoch 1711 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2238.65 ms [2021-11-28 19:51:54 main:574] : INFO : Epoch 1712 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2216.58 ms [2021-11-28 19:51:56 main:574] : INFO : Epoch 1713 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 2232.42 ms [2021-11-28 19:51:58 main:574] : INFO : Epoch 1714 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2218.81 ms [2021-11-28 19:52:01 main:574] : INFO : Epoch 1715 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2222.28 ms [2021-11-28 19:52:03 main:574] : INFO : Epoch 1716 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2247.16 ms [2021-11-28 19:52:05 main:574] : INFO : Epoch 1717 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2234.95 ms [2021-11-28 19:52:07 main:574] : INFO : Epoch 1718 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2247.97 ms [2021-11-28 19:52:10 main:574] : INFO : Epoch 1719 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2227.41 ms [2021-11-28 19:52:12 main:574] : INFO : Epoch 1720 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2236.21 ms [2021-11-28 19:52:14 main:574] : INFO : Epoch 1721 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 2221.73 ms [2021-11-28 19:52:16 main:574] : INFO : Epoch 1722 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2231.03 ms [2021-11-28 19:52:19 main:574] : INFO : Epoch 1723 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 2219.72 ms [2021-11-28 19:52:21 main:574] : INFO : Epoch 1724 | loss: 0.031251 | val_loss: 0.0312517 | Time: 2230.79 ms [2021-11-28 19:52:23 main:574] : INFO : Epoch 1725 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 2233.25 ms [2021-11-28 19:52:25 main:574] : INFO : Epoch 1726 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 2252.77 ms [2021-11-28 19:52:27 main:574] : INFO : Epoch 1727 | loss: 0.0312509 | val_loss: 0.0312497 | Time: 2213.08 ms [2021-11-28 19:52:30 main:574] : INFO : Epoch 1728 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 2224.96 ms [2021-11-28 19:52:32 main:574] : INFO : Epoch 1729 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2216.16 ms [2021-11-28 19:52:34 main:574] : INFO : Epoch 1730 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2218.07 ms [2021-11-28 19:52:36 main:574] : INFO : Epoch 1731 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2215.98 ms [2021-11-28 19:52:39 main:574] : INFO : Epoch 1732 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2239.78 ms [2021-11-28 19:52:41 main:574] : INFO : Epoch 1733 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2210.18 ms [2021-11-28 19:52:43 main:574] : INFO : Epoch 1734 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2213.66 ms [2021-11-28 19:52:45 main:574] : INFO : Epoch 1735 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2211.65 ms [2021-11-28 19:52:47 main:574] : INFO : Epoch 1736 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 2199.66 ms [2021-11-28 19:52:50 main:574] : INFO : Epoch 1737 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 2166.17 ms [2021-11-28 19:52:52 main:574] : INFO : Epoch 1738 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2241.13 ms [2021-11-28 19:52:54 main:574] : INFO : Epoch 1739 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2205.31 ms [2021-11-28 19:52:56 main:574] : INFO : Epoch 1740 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2208.7 ms [2021-11-28 19:52:58 main:574] : INFO : Epoch 1741 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 2226.93 ms [2021-11-28 19:53:01 main:574] : INFO : Epoch 1742 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2208.47 ms [2021-11-28 19:53:03 main:574] : INFO : Epoch 1743 | loss: 0.0312523 | val_loss: 0.031252 | Time: 2220.06 ms [2021-11-28 19:53:05 main:574] : INFO : Epoch 1744 | loss: 0.0312522 | val_loss: 0.0312513 | Time: 2221.05 ms [2021-11-28 19:53:07 main:574] : INFO : Epoch 1745 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 2228.98 ms [2021-11-28 19:53:10 main:574] : INFO : Epoch 1746 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 2211.58 ms [2021-11-28 19:53:12 main:574] : INFO : Epoch 1747 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2224.3 ms [2021-11-28 19:53:14 main:574] : INFO : Epoch 1748 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2242.29 ms [2021-11-28 19:53:16 main:574] : INFO : Epoch 1749 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 2238.19 ms [2021-11-28 19:53:19 main:574] : INFO : Epoch 1750 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2202.48 ms [2021-11-28 19:53:21 main:574] : INFO : Epoch 1751 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2220.69 ms [2021-11-28 19:53:23 main:574] : INFO : Epoch 1752 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2229.78 ms [2021-11-28 19:53:25 main:574] : INFO : Epoch 1753 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2199.41 ms [2021-11-28 19:53:28 main:574] : INFO : Epoch 1754 | loss: 0.0312504 | val_loss: 0.0312526 | Time: 2328.64 ms [2021-11-28 19:53:30 main:574] : INFO : Epoch 1755 | loss: 0.0312522 | val_loss: 0.0312517 | Time: 2183.41 ms [2021-11-28 19:53:32 main:574] : INFO : Epoch 1756 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2207.01 ms [2021-11-28 19:53:34 main:574] : INFO : Epoch 1757 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2244.87 ms [2021-11-28 19:53:36 main:574] : INFO : Epoch 1758 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2246.16 ms [2021-11-28 19:53:39 main:574] : INFO : Epoch 1759 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2218.59 ms [2021-11-28 19:53:41 main:574] : INFO : Epoch 1760 | loss: 0.031251 | val_loss: 0.0312498 | Time: 2216.16 ms [2021-11-28 19:53:43 main:574] : INFO : Epoch 1761 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2226.13 ms [2021-11-28 19:53:45 main:574] : INFO : Epoch 1762 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2217.42 ms [2021-11-28 19:53:48 main:574] : INFO : Epoch 1763 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 2215.08 ms [2021-11-28 19:53:50 main:574] : INFO : Epoch 1764 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 2229.62 ms [2021-11-28 19:53:52 main:574] : INFO : Epoch 1765 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2253.11 ms [2021-11-28 19:53:54 main:574] : INFO : Epoch 1766 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 2216.7 ms [2021-11-28 19:53:56 main:574] : INFO : Epoch 1767 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2228.31 ms [2021-11-28 19:53:59 main:574] : INFO : Epoch 1768 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2246.41 ms [2021-11-28 19:54:01 main:574] : INFO : Epoch 1769 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2178.83 ms [2021-11-28 19:54:03 main:574] : INFO : Epoch 1770 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2238.57 ms [2021-11-28 19:54:05 main:574] : INFO : Epoch 1771 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2217.12 ms [2021-11-28 19:54:08 main:574] : INFO : Epoch 1772 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2239.69 ms [2021-11-28 19:54:10 main:574] : INFO : Epoch 1773 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2226.01 ms [2021-11-28 19:54:12 main:574] : INFO : Epoch 1774 | loss: 0.0312511 | val_loss: 0.0312538 | Time: 2222.77 ms [2021-11-28 19:54:14 main:574] : INFO : Epoch 1775 | loss: 0.0312518 | val_loss: 0.0312519 | Time: 2216.77 ms [2021-11-28 19:54:17 main:574] : INFO : Epoch 1776 | loss: 0.0312515 | val_loss: 0.0312558 | Time: 2214.86 ms [2021-11-28 19:54:19 main:574] : INFO : Epoch 1777 | loss: 0.0312521 | val_loss: 0.0312501 | Time: 2213.27 ms [2021-11-28 19:54:21 main:574] : INFO : Epoch 1778 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2197.76 ms [2021-11-28 19:54:23 main:574] : INFO : Epoch 1779 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2208.17 ms [2021-11-28 19:54:25 main:574] : INFO : Epoch 1780 | loss: 0.031251 | val_loss: 0.0312498 | Time: 2211.05 ms [2021-11-28 19:54:28 main:574] : INFO : Epoch 1781 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2239.19 ms [2021-11-28 19:54:30 main:574] : INFO : Epoch 1782 | loss: 0.0312529 | val_loss: 0.031251 | Time: 2198.19 ms [2021-11-28 19:54:32 main:574] : INFO : Epoch 1783 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2216.5 ms [2021-11-28 19:54:34 main:574] : INFO : Epoch 1784 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2335.4 ms [2021-11-28 19:54:37 main:574] : INFO : Epoch 1785 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2355.39 ms [2021-11-28 19:54:39 main:574] : INFO : Epoch 1786 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 2244.94 ms [2021-11-28 19:54:41 main:574] : INFO : Epoch 1787 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2226.89 ms [2021-11-28 19:54:43 main:574] : INFO : Epoch 1788 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2253.97 ms [2021-11-28 19:54:46 main:574] : INFO : Epoch 1789 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 2206.55 ms [2021-11-28 19:54:48 main:574] : INFO : Epoch 1790 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 2251.44 ms [2021-11-28 19:54:50 main:574] : INFO : Epoch 1791 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2258.68 ms [2021-11-28 19:54:52 main:574] : INFO : Epoch 1792 | loss: 0.0312518 | val_loss: 0.0312505 | Time: 2225.09 ms [2021-11-28 19:54:55 main:574] : INFO : Epoch 1793 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2206.2 ms [2021-11-28 19:54:57 main:574] : INFO : Epoch 1794 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2203.89 ms [2021-11-28 19:54:59 main:574] : INFO : Epoch 1795 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2243.76 ms [2021-11-28 19:55:01 main:574] : INFO : Epoch 1796 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2207.52 ms [2021-11-28 19:55:04 main:574] : INFO : Epoch 1797 | loss: 0.03125 | val_loss: 0.0312524 | Time: 2218.68 ms [2021-11-28 19:55:06 main:574] : INFO : Epoch 1798 | loss: 0.0312522 | val_loss: 0.0312528 | Time: 2211.17 ms [2021-11-28 19:55:08 main:574] : INFO : Epoch 1799 | loss: 0.0312522 | val_loss: 0.0312511 | Time: 2224.03 ms [2021-11-28 19:55:10 main:574] : INFO : Epoch 1800 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2249 ms [2021-11-28 19:55:12 main:574] : INFO : Epoch 1801 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2201.9 ms [2021-11-28 19:55:15 main:574] : INFO : Epoch 1802 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2267.38 ms [2021-11-28 19:55:17 main:574] : INFO : Epoch 1803 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2248.74 ms [2021-11-28 19:55:19 main:574] : INFO : Epoch 1804 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2248.36 ms [2021-11-28 19:55:21 main:574] : INFO : Epoch 1805 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2205.29 ms [2021-11-28 19:55:24 main:574] : INFO : Epoch 1806 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2238.31 ms [2021-11-28 19:55:26 main:574] : INFO : Epoch 1807 | loss: 0.0312522 | val_loss: 0.0312498 | Time: 2214.39 ms [2021-11-28 19:55:28 main:574] : INFO : Epoch 1808 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2214.88 ms [2021-11-28 19:55:30 main:574] : INFO : Epoch 1809 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 2227.9 ms [2021-11-28 19:55:33 main:574] : INFO : Epoch 1810 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 2226.9 ms [2021-11-28 19:55:35 main:574] : INFO : Epoch 1811 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2221.82 ms [2021-11-28 19:55:37 main:574] : INFO : Epoch 1812 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2232.51 ms [2021-11-28 19:55:39 main:574] : INFO : Epoch 1813 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 2213.43 ms [2021-11-28 19:55:41 main:574] : INFO : Epoch 1814 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2228.09 ms [2021-11-28 19:55:44 main:574] : INFO : Epoch 1815 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2236.3 ms [2021-11-28 19:55:46 main:574] : INFO : Epoch 1816 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 2228.42 ms [2021-11-28 19:55:48 main:574] : INFO : Epoch 1817 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2241.93 ms [2021-11-28 19:55:50 main:574] : INFO : Epoch 1818 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2219.05 ms [2021-11-28 19:55:53 main:574] : INFO : Epoch 1819 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2215.31 ms [2021-11-28 19:55:55 main:574] : INFO : Epoch 1820 | loss: 0.0312515 | val_loss: 0.0312528 | Time: 2245.27 ms [2021-11-28 19:55:57 main:574] : INFO : Epoch 1821 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 2199.34 ms [2021-11-28 19:55:59 main:574] : INFO : Epoch 1822 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2217.16 ms [2021-11-28 19:56:01 main:574] : INFO : Epoch 1823 | loss: 0.0312499 | val_loss: 0.0312525 | Time: 2212.86 ms [2021-11-28 19:56:04 main:574] : INFO : Epoch 1824 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 2319.03 ms [2021-11-28 19:56:06 main:574] : INFO : Epoch 1825 | loss: 0.031251 | val_loss: 0.03125 | Time: 2224.81 ms [2021-11-28 19:56:08 main:574] : INFO : Epoch 1826 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2217.39 ms [2021-11-28 19:56:10 main:574] : INFO : Epoch 1827 | loss: 0.0312508 | val_loss: 0.0312536 | Time: 2211.1 ms [2021-11-28 19:56:13 main:574] : INFO : Epoch 1828 | loss: 0.0312517 | val_loss: 0.0312538 | Time: 2234.26 ms [2021-11-28 19:56:15 main:574] : INFO : Epoch 1829 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2207.05 ms [2021-11-28 19:56:17 main:574] : INFO : Epoch 1830 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2240.98 ms [2021-11-28 19:56:19 main:574] : INFO : Epoch 1831 | loss: 0.0312505 | val_loss: 0.0312532 | Time: 2238.78 ms [2021-11-28 19:56:22 main:574] : INFO : Epoch 1832 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 2224.42 ms [2021-11-28 19:56:24 main:574] : INFO : Epoch 1833 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2236.28 ms [2021-11-28 19:56:26 main:574] : INFO : Epoch 1834 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2198.7 ms [2021-11-28 19:56:28 main:574] : INFO : Epoch 1835 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 2219.57 ms [2021-11-28 19:56:31 main:574] : INFO : Epoch 1836 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2246.75 ms [2021-11-28 19:56:33 main:574] : INFO : Epoch 1837 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2220.48 ms [2021-11-28 19:56:35 main:574] : INFO : Epoch 1838 | loss: 0.0312516 | val_loss: 0.0312552 | Time: 2219.57 ms [2021-11-28 19:56:37 main:574] : INFO : Epoch 1839 | loss: 0.0312533 | val_loss: 0.0312507 | Time: 2204.93 ms [2021-11-28 19:56:39 main:574] : INFO : Epoch 1840 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 2222.68 ms [2021-11-28 19:56:42 main:574] : INFO : Epoch 1841 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 2239.09 ms [2021-11-28 19:56:44 main:574] : INFO : Epoch 1842 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2218.04 ms [2021-11-28 19:56:46 main:574] : INFO : Epoch 1843 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2229.78 ms [2021-11-28 19:56:48 main:574] : INFO : Epoch 1844 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 2235.08 ms [2021-11-28 19:56:51 main:574] : INFO : Epoch 1845 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2210.23 ms [2021-11-28 19:56:53 main:574] : INFO : Epoch 1846 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 2250.86 ms [2021-11-28 19:56:55 main:574] : INFO : Epoch 1847 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2217.04 ms [2021-11-28 19:56:57 main:574] : INFO : Epoch 1848 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2251.31 ms [2021-11-28 19:57:00 main:574] : INFO : Epoch 1849 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 2230.9 ms [2021-11-28 19:57:02 main:574] : INFO : Epoch 1850 | loss: 0.0312516 | val_loss: 0.0312537 | Time: 2226.93 ms [2021-11-28 19:57:04 main:574] : INFO : Epoch 1851 | loss: 0.0312519 | val_loss: 0.0312498 | Time: 2193.46 ms [2021-11-28 19:57:06 main:574] : INFO : Epoch 1852 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2248.9 ms [2021-11-28 19:57:08 main:574] : INFO : Epoch 1853 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 2221.58 ms [2021-11-28 19:57:11 main:574] : INFO : Epoch 1854 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2224.26 ms [2021-11-28 19:57:13 main:574] : INFO : Epoch 1855 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2232.79 ms [2021-11-28 19:57:15 main:574] : INFO : Epoch 1856 | loss: 0.0312511 | val_loss: 0.0312552 | Time: 2224.62 ms [2021-11-28 19:57:17 main:574] : INFO : Epoch 1857 | loss: 0.0312522 | val_loss: 0.0312509 | Time: 2224.57 ms [2021-11-28 19:57:20 main:574] : INFO : Epoch 1858 | loss: 0.0312517 | val_loss: 0.0312538 | Time: 2237.74 ms [2021-11-28 19:57:22 main:574] : INFO : Epoch 1859 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2228.06 ms [2021-11-28 19:57:24 main:574] : INFO : Epoch 1860 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2229.72 ms [2021-11-28 19:57:26 main:574] : INFO : Epoch 1861 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2230.98 ms [2021-11-28 19:57:29 main:574] : INFO : Epoch 1862 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2227.26 ms [2021-11-28 19:57:31 main:574] : INFO : Epoch 1863 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 2189.09 ms [2021-11-28 19:57:33 main:574] : INFO : Epoch 1864 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2202.07 ms [2021-11-28 19:57:35 main:574] : INFO : Epoch 1865 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2230.97 ms [2021-11-28 19:57:37 main:574] : INFO : Epoch 1866 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 2223.25 ms [2021-11-28 19:57:40 main:574] : INFO : Epoch 1867 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2218.86 ms [2021-11-28 19:57:42 main:574] : INFO : Epoch 1868 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 2201.4 ms [2021-11-28 19:57:44 main:574] : INFO : Epoch 1869 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 2244.15 ms [2021-11-28 19:57:46 main:574] : INFO : Epoch 1870 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 2216.09 ms [2021-11-28 19:57:49 main:574] : INFO : Epoch 1871 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 2228.26 ms [2021-11-28 19:57:51 main:574] : INFO : Epoch 1872 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2214.75 ms [2021-11-28 19:57:53 main:574] : INFO : Epoch 1873 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2208.16 ms [2021-11-28 19:57:55 main:574] : INFO : Epoch 1874 | loss: 0.0312514 | val_loss: 0.0312518 | Time: 2206.06 ms [2021-11-28 19:57:57 main:574] : INFO : Epoch 1875 | loss: 0.0312513 | val_loss: 0.031251 | Time: 2199.43 ms [2021-11-28 19:58:00 main:574] : INFO : Epoch 1876 | loss: 0.0312521 | val_loss: 0.0312541 | Time: 2214.41 ms [2021-11-28 19:58:02 main:574] : INFO : Epoch 1877 | loss: 0.0312854 | val_loss: 0.0312755 | Time: 2204.06 ms [2021-11-28 19:58:04 main:574] : INFO : Epoch 1878 | loss: 0.0593773 | val_loss: 0.0365306 | Time: 2187.58 ms [2021-11-28 19:58:06 main:574] : INFO : Epoch 1879 | loss: 0.0352166 | val_loss: 0.0330419 | Time: 2239.16 ms [2021-11-28 19:58:08 main:574] : INFO : Epoch 1880 | loss: 0.032259 | val_loss: 0.0316847 | Time: 2202.18 ms [2021-11-28 19:58:11 main:574] : INFO : Epoch 1881 | loss: 0.0314825 | val_loss: 0.0313649 | Time: 2240.86 ms [2021-11-28 19:58:13 main:574] : INFO : Epoch 1882 | loss: 0.0313205 | val_loss: 0.0313115 | Time: 2229.99 ms [2021-11-28 19:58:15 main:574] : INFO : Epoch 1883 | loss: 0.0312887 | val_loss: 0.031288 | Time: 2216.02 ms [2021-11-28 19:58:17 main:574] : INFO : Epoch 1884 | loss: 0.0312756 | val_loss: 0.0312789 | Time: 2208.4 ms [2021-11-28 19:58:20 main:574] : INFO : Epoch 1885 | loss: 0.0312697 | val_loss: 0.0312736 | Time: 2229.8 ms [2021-11-28 19:58:22 main:574] : INFO : Epoch 1886 | loss: 0.031266 | val_loss: 0.0312705 | Time: 2246.25 ms [2021-11-28 19:58:24 main:574] : INFO : Epoch 1887 | loss: 0.0312634 | val_loss: 0.0312669 | Time: 2234.72 ms [2021-11-28 19:58:26 main:574] : INFO : Epoch 1888 | loss: 0.0312611 | val_loss: 0.0312654 | Time: 2189.81 ms [2021-11-28 19:58:28 main:574] : INFO : Epoch 1889 | loss: 0.0312597 | val_loss: 0.0312631 | Time: 2224.39 ms [2021-11-28 19:58:31 main:574] : INFO : Epoch 1890 | loss: 0.0312583 | val_loss: 0.0312617 | Time: 2200.94 ms [2021-11-28 19:58:33 main:574] : INFO : Epoch 1891 | loss: 0.0312573 | val_loss: 0.0312605 | Time: 2218.05 ms [2021-11-28 19:58:35 main:574] : INFO : Epoch 1892 | loss: 0.0312567 | val_loss: 0.0312603 | Time: 2240.03 ms [2021-11-28 19:58:37 main:574] : INFO : Epoch 1893 | loss: 0.0312557 | val_loss: 0.0312588 | Time: 2223.44 ms [2021-11-28 19:58:40 main:574] : INFO : Epoch 1894 | loss: 0.031255 | val_loss: 0.0312582 | Time: 2203.46 ms [2021-11-28 19:58:42 main:574] : INFO : Epoch 1895 | loss: 0.0312545 | val_loss: 0.0312576 | Time: 2198.74 ms [2021-11-28 19:58:44 main:574] : INFO : Epoch 1896 | loss: 0.0312542 | val_loss: 0.0312572 | Time: 2206.61 ms [2021-11-28 19:58:46 main:574] : INFO : Epoch 1897 | loss: 0.031254 | val_loss: 0.0312574 | Time: 2215.61 ms [2021-11-28 19:58:48 main:574] : INFO : Epoch 1898 | loss: 0.0312535 | val_loss: 0.0312563 | Time: 2193.62 ms [2021-11-28 19:58:51 main:574] : INFO : Epoch 1899 | loss: 0.0312531 | val_loss: 0.0312558 | Time: 2215.24 ms [2021-11-28 19:58:53 main:574] : INFO : Epoch 1900 | loss: 0.0312532 | val_loss: 0.0312557 | Time: 2184.38 ms [2021-11-28 19:58:55 main:574] : INFO : Epoch 1901 | loss: 0.0312528 | val_loss: 0.031256 | Time: 2239.65 ms [2021-11-28 19:58:57 main:574] : INFO : Epoch 1902 | loss: 0.0312526 | val_loss: 0.0312559 | Time: 2214.95 ms [2021-11-28 19:58:59 main:574] : INFO : Epoch 1903 | loss: 0.0312526 | val_loss: 0.0312549 | Time: 2202.78 ms [2021-11-28 19:59:02 main:574] : INFO : Epoch 1904 | loss: 0.0312521 | val_loss: 0.0312551 | Time: 2228.38 ms [2021-11-28 19:59:04 main:574] : INFO : Epoch 1905 | loss: 0.0312523 | val_loss: 0.0312545 | Time: 2222.03 ms [2021-11-28 19:59:06 main:574] : INFO : Epoch 1906 | loss: 0.0312519 | val_loss: 0.0312544 | Time: 2223.95 ms [2021-11-28 19:59:08 main:574] : INFO : Epoch 1907 | loss: 0.0312519 | val_loss: 0.0312544 | Time: 2249.67 ms [2021-11-28 19:59:11 main:574] : INFO : Epoch 1908 | loss: 0.0312518 | val_loss: 0.0312544 | Time: 2206.23 ms [2021-11-28 19:59:13 main:574] : INFO : Epoch 1909 | loss: 0.0312516 | val_loss: 0.031254 | Time: 2211.8 ms [2021-11-28 19:59:15 main:574] : INFO : Epoch 1910 | loss: 0.0312517 | val_loss: 0.0312543 | Time: 2222.65 ms [2021-11-28 19:59:17 main:574] : INFO : Epoch 1911 | loss: 0.0312517 | val_loss: 0.0312538 | Time: 2239.41 ms [2021-11-28 19:59:20 main:574] : INFO : Epoch 1912 | loss: 0.0312512 | val_loss: 0.0312537 | Time: 2214.41 ms [2021-11-28 19:59:22 main:574] : INFO : Epoch 1913 | loss: 0.0312513 | val_loss: 0.0312536 | Time: 2249.26 ms [2021-11-28 19:59:24 main:574] : INFO : Epoch 1914 | loss: 0.0312511 | val_loss: 0.0312538 | Time: 2235.05 ms [2021-11-28 19:59:26 main:574] : INFO : Epoch 1915 | loss: 0.0312518 | val_loss: 0.0312537 | Time: 2228.58 ms [2021-11-28 19:59:29 main:574] : INFO : Epoch 1916 | loss: 0.0312517 | val_loss: 0.0312537 | Time: 2254.06 ms [2021-11-28 19:59:31 main:574] : INFO : Epoch 1917 | loss: 0.0312512 | val_loss: 0.0312538 | Time: 2200.96 ms [2021-11-28 19:59:33 main:574] : INFO : Epoch 1918 | loss: 0.0312511 | val_loss: 0.0312538 | Time: 2197.34 ms [2021-11-28 19:59:35 main:574] : INFO : Epoch 1919 | loss: 0.0312516 | val_loss: 0.0312539 | Time: 2227.67 ms [2021-11-28 19:59:37 main:574] : INFO : Epoch 1920 | loss: 0.0312513 | val_loss: 0.0312532 | Time: 2254.44 ms [2021-11-28 19:59:40 main:574] : INFO : Epoch 1921 | loss: 0.0312511 | val_loss: 0.0312534 | Time: 2208.1 ms [2021-11-28 19:59:42 main:574] : INFO : Epoch 1922 | loss: 0.0312516 | val_loss: 0.0312536 | Time: 2219.57 ms [2021-11-28 19:59:44 main:574] : INFO : Epoch 1923 | loss: 0.0312515 | val_loss: 0.0312531 | Time: 2260.32 ms [2021-11-28 19:59:46 main:574] : INFO : Epoch 1924 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 2213.18 ms [2021-11-28 19:59:49 main:574] : INFO : Epoch 1925 | loss: 0.0312508 | val_loss: 0.0312528 | Time: 2252.68 ms [2021-11-28 19:59:51 main:574] : INFO : Epoch 1926 | loss: 0.0312507 | val_loss: 0.0312528 | Time: 2238.3 ms [2021-11-28 19:59:53 main:574] : INFO : Epoch 1927 | loss: 0.0312506 | val_loss: 0.0312527 | Time: 2238.76 ms [2021-11-28 19:59:55 main:574] : INFO : Epoch 1928 | loss: 0.0312506 | val_loss: 0.0312532 | Time: 2203.32 ms [2021-11-28 19:59:58 main:574] : INFO : Epoch 1929 | loss: 0.031251 | val_loss: 0.0312527 | Time: 2243.53 ms [2021-11-28 20:00:00 main:574] : INFO : Epoch 1930 | loss: 0.0312508 | val_loss: 0.0312535 | Time: 2218.54 ms [2021-11-28 20:00:02 main:574] : INFO : Epoch 1931 | loss: 0.0312509 | val_loss: 0.0312528 | Time: 2219.6 ms [2021-11-28 20:00:04 main:574] : INFO : Epoch 1932 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 2199.96 ms [2021-11-28 20:00:06 main:574] : INFO : Epoch 1933 | loss: 0.0312506 | val_loss: 0.0312531 | Time: 2223.72 ms [2021-11-28 20:00:09 main:574] : INFO : Epoch 1934 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 2215.23 ms [2021-11-28 20:00:11 main:574] : INFO : Epoch 1935 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 2238.88 ms [2021-11-28 20:00:13 main:574] : INFO : Epoch 1936 | loss: 0.0312508 | val_loss: 0.0312526 | Time: 2248.58 ms [2021-11-28 20:00:15 main:574] : INFO : Epoch 1937 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 2218.87 ms [2021-11-28 20:00:18 main:574] : INFO : Epoch 1938 | loss: 0.0312505 | val_loss: 0.0312526 | Time: 2198.86 ms [2021-11-28 20:00:20 main:574] : INFO : Epoch 1939 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 2216.64 ms [2021-11-28 20:00:22 main:574] : INFO : Epoch 1940 | loss: 0.0312508 | val_loss: 0.0312538 | Time: 2215.76 ms [2021-11-28 20:00:24 main:574] : INFO : Epoch 1941 | loss: 0.0312517 | val_loss: 0.0312533 | Time: 2221.37 ms [2021-11-28 20:00:26 main:574] : INFO : Epoch 1942 | loss: 0.031251 | val_loss: 0.0312529 | Time: 2218.44 ms [2021-11-28 20:00:29 main:574] : INFO : Epoch 1943 | loss: 0.0312506 | val_loss: 0.0312523 | Time: 2229.03 ms [2021-11-28 20:00:31 main:574] : INFO : Epoch 1944 | loss: 0.0312506 | val_loss: 0.0312534 | Time: 2251.43 ms [2021-11-28 20:00:33 main:574] : INFO : Epoch 1945 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 2197.42 ms [2021-11-28 20:00:35 main:574] : INFO : Epoch 1946 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 2212.18 ms [2021-11-28 20:00:38 main:574] : INFO : Epoch 1947 | loss: 0.0312507 | val_loss: 0.0312535 | Time: 2215.58 ms [2021-11-28 20:00:40 main:574] : INFO : Epoch 1948 | loss: 0.0312512 | val_loss: 0.0312537 | Time: 2212.98 ms [2021-11-28 20:00:42 main:574] : INFO : Epoch 1949 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 2222.52 ms [2021-11-28 20:00:44 main:574] : INFO : Epoch 1950 | loss: 0.0312507 | val_loss: 0.0312533 | Time: 2200.41 ms [2021-11-28 20:00:46 main:574] : INFO : Epoch 1951 | loss: 0.0312506 | val_loss: 0.0312527 | Time: 2232.98 ms [2021-11-28 20:00:49 main:574] : INFO : Epoch 1952 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 2204.06 ms [2021-11-28 20:00:51 main:574] : INFO : Epoch 1953 | loss: 0.0312507 | val_loss: 0.031253 | Time: 2227.25 ms [2021-11-28 20:00:53 main:574] : INFO : Epoch 1954 | loss: 0.0312508 | val_loss: 0.0312526 | Time: 2235.58 ms [2021-11-28 20:00:55 main:574] : INFO : Epoch 1955 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 2222.68 ms [2021-11-28 20:00:58 main:574] : INFO : Epoch 1956 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 2228.25 ms [2021-11-28 20:01:00 main:574] : INFO : Epoch 1957 | loss: 0.0312507 | val_loss: 0.0312536 | Time: 2242.44 ms [2021-11-28 20:01:02 main:574] : INFO : Epoch 1958 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 2194.21 ms [2021-11-28 20:01:04 main:574] : INFO : Epoch 1959 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 2227.15 ms [2021-11-28 20:01:06 main:574] : INFO : Epoch 1960 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 2216.04 ms [2021-11-28 20:01:09 main:574] : INFO : Epoch 1961 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 2233.24 ms [2021-11-28 20:01:11 main:574] : INFO : Epoch 1962 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 2211.96 ms [2021-11-28 20:01:13 main:574] : INFO : Epoch 1963 | loss: 0.0312502 | val_loss: 0.0312528 | Time: 2240.26 ms [2021-11-28 20:01:15 main:574] : INFO : Epoch 1964 | loss: 0.0312504 | val_loss: 0.031252 | Time: 2215.93 ms [2021-11-28 20:01:18 main:574] : INFO : Epoch 1965 | loss: 0.0312502 | val_loss: 0.031252 | Time: 2225.97 ms [2021-11-28 20:01:20 main:574] : INFO : Epoch 1966 | loss: 0.0312505 | val_loss: 0.0312527 | Time: 2238.07 ms [2021-11-28 20:01:22 main:574] : INFO : Epoch 1967 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 2206.94 ms [2021-11-28 20:01:24 main:574] : INFO : Epoch 1968 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 2242.38 ms [2021-11-28 20:01:27 main:574] : INFO : Epoch 1969 | loss: 0.0312504 | val_loss: 0.031253 | Time: 2225.51 ms [2021-11-28 20:01:29 main:574] : INFO : Epoch 1970 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 2240.81 ms [2021-11-28 20:01:31 main:574] : INFO : Epoch 1971 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 2185.15 ms [2021-11-28 20:01:33 main:574] : INFO : Epoch 1972 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 2252.93 ms [2021-11-28 20:01:35 main:574] : INFO : Epoch 1973 | loss: 0.0312515 | val_loss: 0.0312544 | Time: 2231.89 ms [2021-11-28 20:01:38 main:574] : INFO : Epoch 1974 | loss: 0.0312513 | val_loss: 0.0312523 | Time: 2221.36 ms [2021-11-28 20:01:40 main:574] : INFO : Epoch 1975 | loss: 0.0312506 | val_loss: 0.031252 | Time: 2228.78 ms [2021-11-28 20:01:42 main:574] : INFO : Epoch 1976 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 2226.06 ms [2021-11-28 20:01:44 main:574] : INFO : Epoch 1977 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 2205.86 ms [2021-11-28 20:01:47 main:574] : INFO : Epoch 1978 | loss: 0.0312506 | val_loss: 0.0312527 | Time: 2262.85 ms [2021-11-28 20:01:49 main:574] : INFO : Epoch 1979 | loss: 0.0312511 | val_loss: 0.0312555 | Time: 2200.2 ms [2021-11-28 20:01:51 main:574] : INFO : Epoch 1980 | loss: 0.0312511 | val_loss: 0.031252 | Time: 2217.19 ms [2021-11-28 20:01:53 main:574] : INFO : Epoch 1981 | loss: 0.0312513 | val_loss: 0.0312523 | Time: 2234.3 ms [2021-11-28 20:01:55 main:574] : INFO : Epoch 1982 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 2212.06 ms [2021-11-28 20:01:58 main:574] : INFO : Epoch 1983 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 2213.12 ms [2021-11-28 20:02:00 main:574] : INFO : Epoch 1984 | loss: 0.0312511 | val_loss: 0.0312525 | Time: 2201.9 ms [2021-11-28 20:02:02 main:574] : INFO : Epoch 1985 | loss: 0.0312509 | val_loss: 0.0312523 | Time: 2228.35 ms [2021-11-28 20:02:04 main:574] : INFO : Epoch 1986 | loss: 0.0312515 | val_loss: 0.0312532 | Time: 2216.06 ms [2021-11-28 20:02:07 main:574] : INFO : Epoch 1987 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 2197.79 ms [2021-11-28 20:02:09 main:574] : INFO : Epoch 1988 | loss: 0.0312513 | val_loss: 0.0312523 | Time: 2207.32 ms [2021-11-28 20:02:11 main:574] : INFO : Epoch 1989 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 2195.5 ms [2021-11-28 20:02:13 main:574] : INFO : Epoch 1990 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 2201.76 ms [2021-11-28 20:02:15 main:574] : INFO : Epoch 1991 | loss: 0.0312508 | val_loss: 0.031253 | Time: 2226.82 ms [2021-11-28 20:02:18 main:574] : INFO : Epoch 1992 | loss: 0.031251 | val_loss: 0.0312518 | Time: 2218.95 ms [2021-11-28 20:02:20 main:574] : INFO : Epoch 1993 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 2240.96 ms [2021-11-28 20:02:22 main:574] : INFO : Epoch 1994 | loss: 0.0312513 | val_loss: 0.0312533 | Time: 2231.02 ms [2021-11-28 20:02:24 main:574] : INFO : Epoch 1995 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 2200.87 ms [2021-11-28 20:02:27 main:574] : INFO : Epoch 1996 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 2214.78 ms [2021-11-28 20:02:29 main:574] : INFO : Epoch 1997 | loss: 0.0312503 | val_loss: 0.0312527 | Time: 2224.84 ms [2021-11-28 20:02:31 main:574] : INFO : Epoch 1998 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 2255.12 ms [2021-11-28 20:02:33 main:574] : INFO : Epoch 1999 | loss: 0.0312508 | val_loss: 0.031252 | Time: 2236.1 ms [2021-11-28 20:02:35 main:574] : INFO : Epoch 2000 | loss: 0.0312515 | val_loss: 0.0312524 | Time: 2224.03 ms [2021-11-28 20:02:38 main:574] : INFO : Epoch 2001 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 2225.54 ms [2021-11-28 20:02:40 main:574] : INFO : Epoch 2002 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 2201.39 ms [2021-11-28 20:02:42 main:574] : INFO : Epoch 2003 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 2246.06 ms [2021-11-28 20:02:44 main:574] : INFO : Epoch 2004 | loss: 0.0312506 | val_loss: 0.0312554 | Time: 2200.42 ms [2021-11-28 20:02:47 main:574] : INFO : Epoch 2005 | loss: 0.0312529 | val_loss: 0.0312526 | Time: 2223.58 ms [2021-11-28 20:02:49 main:574] : INFO : Epoch 2006 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 2212.93 ms [2021-11-28 20:02:51 main:574] : INFO : Epoch 2007 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 2225.96 ms [2021-11-28 20:02:53 main:574] : INFO : Epoch 2008 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 2214.35 ms [2021-11-28 20:02:55 main:574] : INFO : Epoch 2009 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 2217.35 ms [2021-11-28 20:02:58 main:574] : INFO : Epoch 2010 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 2202.01 ms [2021-11-28 20:03:00 main:574] : INFO : Epoch 2011 | loss: 0.0312516 | val_loss: 0.0312517 | Time: 2226.78 ms [2021-11-28 20:03:02 main:574] : INFO : Epoch 2012 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 2214.15 ms [2021-11-28 20:03:04 main:574] : INFO : Epoch 2013 | loss: 0.0312509 | val_loss: 0.0312533 | Time: 2234.23 ms [2021-11-28 20:03:07 main:574] : INFO : Epoch 2014 | loss: 0.0312519 | val_loss: 0.0312524 | Time: 2230.2 ms [2021-11-28 20:03:09 main:574] : INFO : Epoch 2015 | loss: 0.0312518 | val_loss: 0.031252 | Time: 2228.61 ms [2021-11-28 20:03:11 main:574] : INFO : Epoch 2016 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 2221.58 ms [2021-11-28 20:03:13 main:574] : INFO : Epoch 2017 | loss: 0.0312517 | val_loss: 0.0312522 | Time: 2215.22 ms [2021-11-28 20:03:15 main:574] : INFO : Epoch 2018 | loss: 0.031251 | val_loss: 0.0312518 | Time: 2223.25 ms [2021-11-28 20:03:18 main:574] : INFO : Epoch 2019 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2207.52 ms [2021-11-28 20:03:20 main:574] : INFO : Epoch 2020 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 2258.42 ms [2021-11-28 20:03:22 main:574] : INFO : Epoch 2021 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 2225.52 ms [2021-11-28 20:03:24 main:574] : INFO : Epoch 2022 | loss: 0.0312516 | val_loss: 0.0312526 | Time: 2237.35 ms [2021-11-28 20:03:27 main:574] : INFO : Epoch 2023 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 2211.43 ms [2021-11-28 20:03:29 main:574] : INFO : Epoch 2024 | loss: 0.0312513 | val_loss: 0.0312538 | Time: 2225.36 ms [2021-11-28 20:03:31 main:574] : INFO : Epoch 2025 | loss: 0.0312512 | val_loss: 0.0312535 | Time: 2222.86 ms [2021-11-28 20:03:33 main:574] : INFO : Epoch 2026 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 2235.88 ms [2021-11-28 20:03:36 main:574] : INFO : Epoch 2027 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 2224.74 ms [2021-11-28 20:03:38 main:574] : INFO : Epoch 2028 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 2189.47 ms [2021-11-28 20:03:40 main:574] : INFO : Epoch 2029 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 2207.51 ms [2021-11-28 20:03:42 main:574] : INFO : Epoch 2030 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 2198.38 ms [2021-11-28 20:03:44 main:574] : INFO : Epoch 2031 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 2205.64 ms [2021-11-28 20:03:47 main:574] : INFO : Epoch 2032 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2199.72 ms [2021-11-28 20:03:49 main:574] : INFO : Epoch 2033 | loss: 0.03125 | val_loss: 0.031252 | Time: 2237.15 ms [2021-11-28 20:03:51 main:574] : INFO : Epoch 2034 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 2240.95 ms [2021-11-28 20:03:53 main:574] : INFO : Epoch 2035 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 2200.03 ms [2021-11-28 20:03:55 main:574] : INFO : Epoch 2036 | loss: 0.031251 | val_loss: 0.0312523 | Time: 2198.89 ms [2021-11-28 20:03:58 main:574] : INFO : Epoch 2037 | loss: 0.031252 | val_loss: 0.0312517 | Time: 2211.96 ms [2021-11-28 20:04:00 main:574] : INFO : Epoch 2038 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 2262.77 ms [2021-11-28 20:04:02 main:574] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 2210.52 ms [2021-11-28 20:04:04 main:574] : INFO : Epoch 2040 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2234.45 ms [2021-11-28 20:04:07 main:574] : INFO : Epoch 2041 | loss: 0.0312506 | val_loss: 0.031252 | Time: 2181.19 ms [2021-11-28 20:04:09 main:574] : INFO : Epoch 2042 | loss: 0.0312519 | val_loss: 0.0312514 | Time: 2236.02 ms [2021-11-28 20:04:11 main:574] : INFO : Epoch 2043 | loss: 0.0312507 | val_loss: 0.031252 | Time: 2216.46 ms [2021-11-28 20:04:13 main:574] : INFO : Epoch 2044 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 2247.11 ms [2021-11-28 20:04:16 main:574] : INFO : Epoch 2045 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 2208.6 ms [2021-11-28 20:04:18 main:574] : INFO : Epoch 2046 | loss: 0.0312507 | val_loss: 0.0312527 | Time: 2221.18 ms [2021-11-28 20:04:20 main:574] : INFO : Epoch 2047 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 2035.92 ms [2021-11-28 20:04:21 main:574] : INFO : Epoch 2048 | loss: 0.0312506 | val_loss: 0.0312528 | Time: 1608.63 ms [2021-11-28 20:04:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312528 [2021-11-28 20:04:21 main:603] : INFO : Saving end state to config to file [2021-11-28 20:04:21 main:608] : INFO : Success, exiting.. 20:04:21 (6964): 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)