Task 14220147
| Name | ParityModified-1647044406-12943-2-0_0 |
| Workunit | 11279158 |
| Created | 2 Apr 2022, 1:02:48 UTC |
| Sent | 10 Apr 2022, 9:02:38 UTC |
| Report deadline | 18 Apr 2022, 9:02:38 UTC |
| Received | 11 Apr 2022, 0:52:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 8 min 58 sec |
| CPU time | 1 hours 8 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2433 | val_loss: 0.0312424 | Time: 2163.06 ms [2022-04-10 19:33:34 main:574] : INFO : Epoch 1543 | loss: 0.031243 | val_loss: 0.0312467 | Time: 2240.75 ms [2022-04-10 19:33:36 main:574] : INFO : Epoch 1544 | loss: 0.031243 | val_loss: 0.0312432 | Time: 2236.68 ms [2022-04-10 19:33:39 main:574] : INFO : Epoch 1545 | loss: 0.0312433 | val_loss: 0.0312468 | Time: 2178.58 ms [2022-04-10 19:33:41 main:574] : INFO : Epoch 1546 | loss: 0.0312441 | val_loss: 0.0312444 | Time: 2133.08 ms [2022-04-10 19:33:43 main:574] : INFO : Epoch 1547 | loss: 0.0312443 | val_loss: 0.0312434 | Time: 2088.53 ms [2022-04-10 19:33:45 main:574] : INFO : Epoch 1548 | loss: 0.0312423 | val_loss: 0.0312431 | Time: 2135.71 ms [2022-04-10 19:33:47 main:574] : INFO : Epoch 1549 | loss: 0.0312427 | val_loss: 0.0312427 | Time: 2183.89 ms [2022-04-10 19:33:49 main:574] : INFO : Epoch 1550 | loss: 0.0312423 | val_loss: 0.0312427 | Time: 2125.15 ms [2022-04-10 19:33:52 main:574] : INFO : Epoch 1551 | loss: 0.0312422 | val_loss: 0.0312428 | Time: 2300.58 ms [2022-04-10 19:33:54 main:574] : INFO : Epoch 1552 | loss: 0.0312429 | val_loss: 0.0312436 | Time: 2128.85 ms [2022-04-10 19:33:56 main:574] : INFO : Epoch 1553 | loss: 0.031243 | val_loss: 0.0312459 | Time: 2194.48 ms [2022-04-10 19:33:58 main:574] : INFO : Epoch 1554 | loss: 0.0312432 | val_loss: 0.031244 | Time: 2201.35 ms [2022-04-10 19:34:00 main:574] : INFO : Epoch 1555 | loss: 0.0312428 | val_loss: 0.0312428 | Time: 2258.83 ms [2022-04-10 19:34:02 main:574] : INFO : Epoch 1556 | loss: 0.031243 | val_loss: 0.0312424 | Time: 2149.07 ms [2022-04-10 19:34:05 main:574] : INFO : Epoch 1557 | loss: 0.0312439 | val_loss: 0.0312455 | Time: 2325.7 ms [2022-04-10 19:34:07 main:574] : INFO : Epoch 1558 | loss: 0.031244 | val_loss: 0.0312447 | Time: 2153.72 ms [2022-04-10 19:34:09 main:574] : INFO : Epoch 1559 | loss: 0.0312485 | val_loss: 0.0312431 | Time: 2317.93 ms [2022-04-10 19:34:11 main:574] : INFO : Epoch 1560 | loss: 0.0312438 | val_loss: 0.0312442 | Time: 2189.73 ms [2022-04-10 19:34:14 main:574] : INFO : Epoch 1561 | loss: 0.0312453 | val_loss: 0.0312452 | Time: 2297.91 ms [2022-04-10 19:34:16 main:574] : INFO : Epoch 1562 | loss: 0.0312439 | val_loss: 0.0312431 | Time: 2166.65 ms [2022-04-10 19:34:18 main:574] : INFO : Epoch 1563 | loss: 0.0312431 | val_loss: 0.0312423 | Time: 2310.11 ms [2022-04-10 19:34:20 main:574] : INFO : Epoch 1564 | loss: 0.0312423 | val_loss: 0.0312484 | Time: 2118.13 ms [2022-04-10 19:34:23 main:574] : INFO : Epoch 1565 | loss: 0.0312442 | val_loss: 0.0312452 | Time: 2161.31 ms [2022-04-10 19:34:25 main:574] : INFO : Epoch 1566 | loss: 0.0312432 | val_loss: 0.0312445 | Time: 2170.3 ms [2022-04-10 19:34:27 main:574] : INFO : Epoch 1567 | loss: 0.0312426 | val_loss: 0.0312427 | Time: 2243.74 ms [2022-04-10 19:34:29 main:574] : INFO : Epoch 1568 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 2201.65 ms [2022-04-10 19:34:31 main:574] : INFO : Epoch 1569 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 2180.77 ms [2022-04-10 19:34:34 main:574] : INFO : Epoch 1570 | loss: 0.0312427 | val_loss: 0.0312426 | Time: 2168.96 ms [2022-04-10 19:34:36 main:574] : INFO : Epoch 1571 | loss: 0.0312432 | val_loss: 0.0312427 | Time: 2202.63 ms [2022-04-10 19:34:38 main:574] : INFO : Epoch 1572 | loss: 0.0312445 | val_loss: 0.0312426 | Time: 2099.9 ms [2022-04-10 19:34:40 main:574] : INFO : Epoch 1573 | loss: 0.0312425 | val_loss: 0.0312437 | Time: 2183.78 ms [2022-04-10 19:34:42 main:574] : INFO : Epoch 1574 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2230.04 ms [2022-04-10 19:34:45 main:574] : INFO : Epoch 1575 | loss: 0.0312423 | val_loss: 0.0312434 | Time: 2294.43 ms [2022-04-10 19:34:47 main:574] : INFO : Epoch 1576 | loss: 0.0312427 | val_loss: 0.0312424 | Time: 2086.89 ms [2022-04-10 19:34:49 main:574] : INFO : Epoch 1577 | loss: 0.031243 | val_loss: 0.0312428 | Time: 2330.65 ms [2022-04-10 19:34:51 main:574] : INFO : Epoch 1578 | loss: 0.0312424 | val_loss: 0.0312428 | Time: 2191.37 ms [2022-04-10 19:34:53 main:574] : INFO : Epoch 1579 | loss: 0.0312426 | val_loss: 0.0312426 | Time: 2212.19 ms [2022-04-10 19:34:56 main:574] : INFO : Epoch 1580 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 2119.7 ms [2022-04-10 19:34:58 main:574] : INFO : Epoch 1581 | loss: 0.0312435 | val_loss: 0.0312431 | Time: 2352.72 ms [2022-04-10 19:35:00 main:574] : INFO : Epoch 1582 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 2126.05 ms [2022-04-10 19:35:02 main:574] : INFO : Epoch 1583 | loss: 0.0312424 | val_loss: 0.0312428 | Time: 2166.06 ms [2022-04-10 19:35:04 main:574] : INFO : Epoch 1584 | loss: 0.0312424 | val_loss: 0.0312434 | Time: 2142.24 ms [2022-04-10 19:35:07 main:574] : INFO : Epoch 1585 | loss: 0.031243 | val_loss: 0.031243 | Time: 2189.65 ms [2022-04-10 19:35:09 main:574] : INFO : Epoch 1586 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 2260.38 ms [2022-04-10 19:35:11 main:574] : INFO : Epoch 1587 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2265.85 ms [2022-04-10 19:35:13 main:574] : INFO : Epoch 1588 | loss: 0.0312432 | val_loss: 0.0312446 | Time: 2265.45 ms [2022-04-10 19:35:16 main:574] : INFO : Epoch 1589 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 2245.2 ms [2022-04-10 19:35:18 main:574] : INFO : Epoch 1590 | loss: 0.0312434 | val_loss: 0.0312478 | Time: 2213.87 ms [2022-04-10 19:35:20 main:574] : INFO : Epoch 1591 | loss: 0.0312435 | val_loss: 0.0312444 | Time: 2211.85 ms [2022-04-10 19:35:22 main:574] : INFO : Epoch 1592 | loss: 0.0312434 | val_loss: 0.0312434 | Time: 2262.25 ms [2022-04-10 19:35:25 main:574] : INFO : Epoch 1593 | loss: 0.031243 | val_loss: 0.0312431 | Time: 2248.12 ms [2022-04-10 19:35:27 main:574] : INFO : Epoch 1594 | loss: 0.0312431 | val_loss: 0.0312428 | Time: 2301.69 ms [2022-04-10 19:35:29 main:574] : INFO : Epoch 1595 | loss: 0.0312427 | val_loss: 0.0312426 | Time: 2191.55 ms [2022-04-10 19:35:31 main:574] : INFO : Epoch 1596 | loss: 0.0312426 | val_loss: 0.0312431 | Time: 2216.83 ms [2022-04-10 19:35:33 main:574] : INFO : Epoch 1597 | loss: 0.0312443 | val_loss: 0.0312442 | Time: 2144.36 ms [2022-04-10 19:35:36 main:574] : INFO : Epoch 1598 | loss: 0.0312427 | val_loss: 0.0312445 | Time: 2290.22 ms [2022-04-10 19:35:38 main:574] : INFO : Epoch 1599 | loss: 0.0312425 | val_loss: 0.0312429 | Time: 2200.21 ms [2022-04-10 19:35:40 main:574] : INFO : Epoch 1600 | loss: 0.0312433 | val_loss: 0.0312437 | Time: 2243.21 ms [2022-04-10 19:35:42 main:574] : INFO : Epoch 1601 | loss: 0.0312427 | val_loss: 0.031243 | Time: 2267.05 ms [2022-04-10 19:35:45 main:574] : INFO : Epoch 1602 | loss: 0.0312423 | val_loss: 0.031244 | Time: 2236.2 ms [2022-04-10 19:35:47 main:574] : INFO : Epoch 1603 | loss: 0.0312431 | val_loss: 0.0312425 | Time: 2250.42 ms [2022-04-10 19:35:49 main:574] : INFO : Epoch 1604 | loss: 0.0312423 | val_loss: 0.0312431 | Time: 2313.61 ms [2022-04-10 19:35:52 main:574] : INFO : Epoch 1605 | loss: 0.0312436 | val_loss: 0.031243 | Time: 2234.73 ms [2022-04-10 19:35:54 main:574] : INFO : Epoch 1606 | loss: 0.0312423 | val_loss: 0.0312444 | Time: 2286.75 ms [2022-04-10 19:35:56 main:574] : INFO : Epoch 1607 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 2200.18 ms [2022-04-10 19:35:58 main:574] : INFO : Epoch 1608 | loss: 0.0312429 | val_loss: 0.0312425 | Time: 2211.61 ms [2022-04-10 19:36:01 main:574] : INFO : Epoch 1609 | loss: 0.0312438 | val_loss: 0.0312425 | Time: 2340.02 ms [2022-04-10 19:36:03 main:574] : INFO : Epoch 1610 | loss: 0.0312434 | val_loss: 0.0312447 | Time: 2267.24 ms [2022-04-10 19:36:05 main:574] : INFO : Epoch 1611 | loss: 0.0312445 | val_loss: 0.0312452 | Time: 2327.33 ms [2022-04-10 19:36:07 main:574] : INFO : Epoch 1612 | loss: 0.0312433 | val_loss: 0.0312428 | Time: 2242.78 ms [2022-04-10 19:36:10 main:574] : INFO : Epoch 1613 | loss: 0.0312434 | val_loss: 0.0312439 | Time: 2167.52 ms [2022-04-10 19:36:12 main:574] : INFO : Epoch 1614 | loss: 0.0312434 | val_loss: 0.0312446 | Time: 2292.57 ms [2022-04-10 19:36:14 main:574] : INFO : Epoch 1615 | loss: 0.0312442 | val_loss: 0.0312432 | Time: 2302.75 ms [2022-04-10 19:36:16 main:574] : INFO : Epoch 1616 | loss: 0.0312431 | val_loss: 0.0312437 | Time: 2248.61 ms [2022-04-10 19:36:19 main:574] : INFO : Epoch 1617 | loss: 0.0312437 | val_loss: 0.0312436 | Time: 2200.81 ms [2022-04-10 19:36:21 main:574] : INFO : Epoch 1618 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 2239.87 ms [2022-04-10 19:36:23 main:574] : INFO : Epoch 1619 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 2158.51 ms [2022-04-10 19:36:25 main:574] : INFO : Epoch 1620 | loss: 0.0312426 | val_loss: 0.0312426 | Time: 2258.38 ms [2022-04-10 19:36:27 main:574] : INFO : Epoch 1621 | loss: 0.0312424 | val_loss: 0.0312423 | Time: 2157.05 ms [2022-04-10 19:36:30 main:574] : INFO : Epoch 1622 | loss: 0.0312422 | val_loss: 0.0312424 | Time: 2231.01 ms [2022-04-10 19:36:32 main:574] : INFO : Epoch 1623 | loss: 0.0312425 | val_loss: 0.0312443 | Time: 2105.13 ms [2022-04-10 19:36:34 main:574] : INFO : Epoch 1624 | loss: 0.0312424 | val_loss: 0.0312452 | Time: 2195.66 ms [2022-04-10 19:36:36 main:574] : INFO : Epoch 1625 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 2282.43 ms [2022-04-10 19:36:39 main:574] : INFO : Epoch 1626 | loss: 0.0312423 | val_loss: 0.0312425 | Time: 2224.38 ms [2022-04-10 19:36:41 main:574] : INFO : Epoch 1627 | loss: 0.0312427 | val_loss: 0.0312427 | Time: 2239.65 ms [2022-04-10 19:36:43 main:574] : INFO : Epoch 1628 | loss: 0.0312424 | val_loss: 0.0312424 | Time: 2262.9 ms [2022-04-10 19:36:45 main:574] : INFO : Epoch 1629 | loss: 0.0312428 | val_loss: 0.0312428 | Time: 2152.22 ms [2022-04-10 19:36:48 main:574] : INFO : Epoch 1630 | loss: 0.031243 | val_loss: 0.031243 | Time: 2309.56 ms [2022-04-10 19:36:50 main:574] : INFO : Epoch 1631 | loss: 0.031243 | val_loss: 0.0312427 | Time: 2178.85 ms [2022-04-10 19:36:52 main:574] : INFO : Epoch 1632 | loss: 0.0312422 | val_loss: 0.0312428 | Time: 2141.9 ms [2022-04-10 19:36:54 main:574] : INFO : Epoch 1633 | loss: 0.0312425 | val_loss: 0.0312424 | Time: 2246.69 ms [2022-04-10 19:36:56 main:574] : INFO : Epoch 1634 | loss: 0.031242 | val_loss: 0.0312427 | Time: 2259.6 ms [2022-04-10 19:36:59 main:574] : INFO : Epoch 1635 | loss: 0.0312426 | val_loss: 0.0312423 | Time: 2158.25 ms [2022-04-10 19:37:01 main:574] : INFO : Epoch 1636 | loss: 0.0312421 | val_loss: 0.0312432 | Time: 2203.39 ms [2022-04-10 19:37:03 main:574] : INFO : Epoch 1637 | loss: 0.0312429 | val_loss: 0.0312427 | Time: 2207.04 ms [2022-04-10 19:37:05 main:574] : INFO : Epoch 1638 | loss: 0.0312427 | val_loss: 0.0312433 | Time: 2205.87 ms [2022-04-10 19:37:07 main:574] : INFO : Epoch 1639 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 2218.27 ms [2022-04-10 19:37:10 main:574] : INFO : Epoch 1640 | loss: 0.0312423 | val_loss: 0.031243 | Time: 2304.64 ms [2022-04-10 19:37:12 main:574] : INFO : Epoch 1641 | loss: 0.0312423 | val_loss: 0.0312427 | Time: 2216.6 ms [2022-04-10 19:37:14 main:574] : INFO : Epoch 1642 | loss: 0.0312422 | val_loss: 0.0312455 | Time: 2278.14 ms [2022-04-10 19:37:17 main:574] : INFO : Epoch 1643 | loss: 0.0312432 | val_loss: 0.0312433 | Time: 2295.52 ms [2022-04-10 19:37:19 main:574] : INFO : Epoch 1644 | loss: 0.0312445 | val_loss: 0.0312462 | Time: 2281.29 ms [2022-04-10 19:37:21 main:574] : INFO : Epoch 1645 | loss: 0.0312428 | val_loss: 0.0312424 | Time: 2080.9 ms [2022-04-10 19:37:23 main:574] : INFO : Epoch 1646 | loss: 0.0312425 | val_loss: 0.0312445 | Time: 2269.36 ms [2022-04-10 19:37:25 main:574] : INFO : Epoch 1647 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 2274.23 ms [2022-04-10 19:37:28 main:574] : INFO : Epoch 1648 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2237.76 ms [2022-04-10 19:37:30 main:574] : INFO : Epoch 1649 | loss: 0.031243 | val_loss: 0.0312433 | Time: 2189.61 ms [2022-04-10 19:37:32 main:574] : INFO : Epoch 1650 | loss: 0.0312422 | val_loss: 0.0312428 | Time: 2338.63 ms [2022-04-10 19:37:34 main:574] : INFO : Epoch 1651 | loss: 0.0312424 | val_loss: 0.0312445 | Time: 2188.01 ms [2022-04-10 19:37:37 main:574] : INFO : Epoch 1652 | loss: 0.0312427 | val_loss: 0.0312433 | Time: 2228.75 ms [2022-04-10 19:37:39 main:574] : INFO : Epoch 1653 | loss: 0.0312427 | val_loss: 0.0312426 | Time: 2182.26 ms [2022-04-10 19:37:41 main:574] : INFO : Epoch 1654 | loss: 0.0312427 | val_loss: 0.0312447 | Time: 2257.3 ms [2022-04-10 19:37:43 main:574] : INFO : Epoch 1655 | loss: 0.0312434 | val_loss: 0.0312454 | Time: 2297.07 ms [2022-04-10 19:37:46 main:574] : INFO : Epoch 1656 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 2450.72 ms [2022-04-10 19:37:48 main:574] : INFO : Epoch 1657 | loss: 0.0312444 | val_loss: 0.0312471 | Time: 2401.64 ms [2022-04-10 19:37:51 main:574] : INFO : Epoch 1658 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 2439.62 ms [2022-04-10 19:37:53 main:574] : INFO : Epoch 1659 | loss: 0.031247 | val_loss: 0.0312451 | Time: 2535.65 ms [2022-04-10 19:37:56 main:574] : INFO : Epoch 1660 | loss: 0.0312441 | val_loss: 0.0312437 | Time: 2609.71 ms [2022-04-10 19:37:58 main:574] : INFO : Epoch 1661 | loss: 0.0312428 | val_loss: 0.0312432 | Time: 2445.6 ms [2022-04-10 19:38:01 main:574] : INFO : Epoch 1662 | loss: 0.0312419 | val_loss: 0.0312438 | Time: 2381.85 ms [2022-04-10 19:38:03 main:574] : INFO : Epoch 1663 | loss: 0.0312442 | val_loss: 0.0312427 | Time: 2494.88 ms [2022-04-10 19:38:06 main:574] : INFO : Epoch 1664 | loss: 0.0312423 | val_loss: 0.0312425 | Time: 2427.06 ms [2022-04-10 19:38:08 main:574] : INFO : Epoch 1665 | loss: 0.0312421 | val_loss: 0.0312429 | Time: 2502.7 ms [2022-04-10 19:38:10 main:574] : INFO : Epoch 1666 | loss: 0.0312423 | val_loss: 0.0312427 | Time: 2304.74 ms [2022-04-10 19:38:13 main:574] : INFO : Epoch 1667 | loss: 0.0312429 | val_loss: 0.0312428 | Time: 2168.87 ms [2022-04-10 19:38:15 main:574] : INFO : Epoch 1668 | loss: 0.0312423 | val_loss: 0.0312425 | Time: 2375.15 ms [2022-04-10 19:38:17 main:574] : INFO : Epoch 1669 | loss: 0.0312422 | val_loss: 0.0312428 | Time: 2082.78 ms [2022-04-10 19:38:19 main:574] : INFO : Epoch 1670 | loss: 0.0312433 | val_loss: 0.0312426 | Time: 2132.13 ms [2022-04-10 19:38:21 main:574] : INFO : Epoch 1671 | loss: 0.0312427 | val_loss: 0.031245 | Time: 2198.08 ms [2022-04-10 19:38:24 main:574] : INFO : Epoch 1672 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 2286.74 ms [2022-04-10 19:38:26 main:574] : INFO : Epoch 1673 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 2246.85 ms [2022-04-10 19:38:28 main:574] : INFO : Epoch 1674 | loss: 0.0312427 | val_loss: 0.0312432 | Time: 2244.21 ms [2022-04-10 19:38:30 main:574] : INFO : Epoch 1675 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2201.72 ms [2022-04-10 19:38:33 main:574] : INFO : Epoch 1676 | loss: 0.0312425 | val_loss: 0.0312472 | Time: 2282.88 ms [2022-04-10 19:38:35 main:574] : INFO : Epoch 1677 | loss: 0.0312449 | val_loss: 0.0312474 | Time: 2233.57 ms [2022-04-10 19:38:37 main:574] : INFO : Epoch 1678 | loss: 0.0312433 | val_loss: 0.0312433 | Time: 2195.74 ms [2022-04-10 19:38:39 main:574] : INFO : Epoch 1679 | loss: 0.031243 | val_loss: 0.0312432 | Time: 2133.73 ms [2022-04-10 19:38:41 main:574] : INFO : Epoch 1680 | loss: 0.0312426 | val_loss: 0.0312451 | Time: 2150.18 ms [2022-04-10 19:38:44 main:574] : INFO : Epoch 1681 | loss: 0.0312432 | val_loss: 0.0312429 | Time: 2120.48 ms [2022-04-10 19:38:46 main:574] : INFO : Epoch 1682 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2279.06 ms [2022-04-10 19:38:48 main:574] : INFO : Epoch 1683 | loss: 0.0312421 | val_loss: 0.0312447 | Time: 2128.41 ms [2022-04-10 19:38:50 main:574] : INFO : Epoch 1684 | loss: 0.031243 | val_loss: 0.0312427 | Time: 2166.78 ms [2022-04-10 19:38:52 main:574] : INFO : Epoch 1685 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 2089.2 ms [2022-04-10 19:38:55 main:574] : INFO : Epoch 1686 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 2289.81 ms [2022-04-10 19:38:57 main:574] : INFO : Epoch 1687 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2260.63 ms [2022-04-10 19:38:59 main:574] : INFO : Epoch 1688 | loss: 0.0312424 | val_loss: 0.0312446 | Time: 2195.54 ms [2022-04-10 19:39:01 main:574] : INFO : Epoch 1689 | loss: 0.031243 | val_loss: 0.0312429 | Time: 2234.48 ms [2022-04-10 19:39:04 main:574] : INFO : Epoch 1690 | loss: 0.0312425 | val_loss: 0.0312453 | Time: 2367.26 ms [2022-04-10 19:39:06 main:574] : INFO : Epoch 1691 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 2121.42 ms [2022-04-10 19:39:08 main:574] : INFO : Epoch 1692 | loss: 0.0312429 | val_loss: 0.0312425 | Time: 2162.1 ms [2022-04-10 19:39:10 main:574] : INFO : Epoch 1693 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 2028.74 ms [2022-04-10 19:39:12 main:574] : INFO : Epoch 1694 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 2313.26 ms [2022-04-10 19:39:14 main:574] : INFO : Epoch 1695 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2164.04 ms [2022-04-10 19:39:17 main:574] : INFO : Epoch 1696 | loss: 0.0312432 | val_loss: 0.0312426 | Time: 2203.42 ms [2022-04-10 19:39:19 main:574] : INFO : Epoch 1697 | loss: 0.0312439 | val_loss: 0.0312424 | Time: 2239.58 ms [2022-04-10 19:39:21 main:574] : INFO : Epoch 1698 | loss: 0.0312427 | val_loss: 0.0312426 | Time: 2111.73 ms [2022-04-10 19:39:23 main:574] : INFO : Epoch 1699 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2208.66 ms [2022-04-10 19:39:25 main:574] : INFO : Epoch 1700 | loss: 0.0312425 | val_loss: 0.0312432 | Time: 2253.42 ms [2022-04-10 19:39:28 main:574] : INFO : Epoch 1701 | loss: 0.031243 | val_loss: 0.0312446 | Time: 2224.92 ms [2022-04-10 19:39:30 main:574] : INFO : Epoch 1702 | loss: 0.0312422 | val_loss: 0.0312427 | Time: 2307.87 ms [2022-04-10 19:39:32 main:574] : INFO : Epoch 1703 | loss: 0.0312427 | val_loss: 0.0312439 | Time: 2194.61 ms [2022-04-10 19:39:34 main:574] : INFO : Epoch 1704 | loss: 0.0312431 | val_loss: 0.0312433 | Time: 2144.52 ms [2022-04-10 19:39:37 main:574] : INFO : Epoch 1705 | loss: 0.0312433 | val_loss: 0.031244 | Time: 2172.91 ms [2022-04-10 19:39:39 main:574] : INFO : Epoch 1706 | loss: 0.0312448 | val_loss: 0.0312489 | Time: 2263.5 ms [2022-04-10 19:39:41 main:574] : INFO : Epoch 1707 | loss: 0.0312462 | val_loss: 0.0312436 | Time: 2256.03 ms [2022-04-10 19:39:43 main:574] : INFO : Epoch 1708 | loss: 0.0312427 | val_loss: 0.0312427 | Time: 2260.22 ms [2022-04-10 19:39:46 main:574] : INFO : Epoch 1709 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 2189.21 ms [2022-04-10 19:39:48 main:574] : INFO : Epoch 1710 | loss: 0.0312426 | val_loss: 0.0312431 | Time: 2302.84 ms [2022-04-10 19:39:50 main:574] : INFO : Epoch 1711 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2244.36 ms [2022-04-10 19:39:52 main:574] : INFO : Epoch 1712 | loss: 0.031243 | val_loss: 0.0312443 | Time: 2242.36 ms [2022-04-10 19:39:55 main:574] : INFO : Epoch 1713 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 2159.75 ms [2022-04-10 19:39:57 main:574] : INFO : Epoch 1714 | loss: 0.0312422 | val_loss: 0.0312432 | Time: 2290.33 ms [2022-04-10 19:39:59 main:574] : INFO : Epoch 1715 | loss: 0.0312429 | val_loss: 0.031244 | Time: 2309.23 ms [2022-04-10 19:40:02 main:574] : INFO : Epoch 1716 | loss: 0.0312442 | val_loss: 0.0312461 | Time: 2394.69 ms [2022-04-10 19:40:04 main:574] : INFO : Epoch 1717 | loss: 0.0312438 | val_loss: 0.0312454 | Time: 2234.31 ms [2022-04-10 19:40:06 main:574] : INFO : Epoch 1718 | loss: 0.0312451 | val_loss: 0.0312435 | Time: 2194.31 ms [2022-04-10 19:40:08 main:574] : INFO : Epoch 1719 | loss: 0.0312482 | val_loss: 0.0312458 | Time: 2424.29 ms [2022-04-10 19:40:10 main:574] : INFO : Epoch 1720 | loss: 0.0312435 | val_loss: 0.0312433 | Time: 2039.02 ms [2022-04-10 19:40:13 main:574] : INFO : Epoch 1721 | loss: 0.0312427 | val_loss: 0.031243 | Time: 2252.07 ms [2022-04-10 19:40:15 main:574] : INFO : Epoch 1722 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 2134.17 ms [2022-04-10 19:40:17 main:574] : INFO : Epoch 1723 | loss: 0.0312428 | val_loss: 0.0312425 | Time: 2183.45 ms [2022-04-10 19:40:19 main:574] : INFO : Epoch 1724 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 2297.97 ms [2022-04-10 19:40:22 main:574] : INFO : Epoch 1725 | loss: 0.0312436 | val_loss: 0.0312442 | Time: 2356.57 ms [2022-04-10 19:40:24 main:574] : INFO : Epoch 1726 | loss: 0.0312433 | val_loss: 0.0312465 | Time: 2246.97 ms [2022-04-10 19:40:26 main:574] : INFO : Epoch 1727 | loss: 0.0312437 | val_loss: 0.0312433 | Time: 2225.71 ms [2022-04-10 19:40:28 main:574] : INFO : Epoch 1728 | loss: 0.0312436 | val_loss: 0.0312449 | Time: 2163.71 ms [2022-04-10 19:40:30 main:574] : INFO : Epoch 1729 | loss: 0.0312444 | val_loss: 0.0312431 | Time: 2123.82 ms [2022-04-10 19:40:33 main:574] : INFO : Epoch 1730 | loss: 0.0312423 | val_loss: 0.0312426 | Time: 2083.05 ms [2022-04-10 19:40:35 main:574] : INFO : Epoch 1731 | loss: 0.0312426 | val_loss: 0.0312425 | Time: 2296.36 ms [2022-04-10 19:40:37 main:574] : INFO : Epoch 1732 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2218.93 ms [2022-04-10 19:40:39 main:574] : INFO : Epoch 1733 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 2327.98 ms [2022-04-10 19:40:42 main:574] : INFO : Epoch 1734 | loss: 0.031243 | val_loss: 0.0312424 | Time: 2139.18 ms [2022-04-10 19:40:44 main:574] : INFO : Epoch 1735 | loss: 0.031243 | val_loss: 0.0312424 | Time: 2259.6 ms [2022-04-10 19:40:46 main:574] : INFO : Epoch 1736 | loss: 0.0312422 | val_loss: 0.0312424 | Time: 2188.97 ms [2022-04-10 19:40:48 main:574] : INFO : Epoch 1737 | loss: 0.0312421 | val_loss: 0.0312462 | Time: 2255.61 ms [2022-04-10 19:40:50 main:574] : INFO : Epoch 1738 | loss: 0.0312441 | val_loss: 0.0312446 | Time: 2074.11 ms [2022-04-10 19:40:53 main:574] : INFO : Epoch 1739 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 2173.46 ms [2022-04-10 19:40:55 main:574] : INFO : Epoch 1740 | loss: 0.0312429 | val_loss: 0.0312428 | Time: 2195.41 ms [2022-04-10 19:40:57 main:574] : INFO : Epoch 1741 | loss: 0.0312423 | val_loss: 0.0312423 | Time: 2156.71 ms [2022-04-10 19:40:59 main:574] : INFO : Epoch 1742 | loss: 0.0312423 | val_loss: 0.0312427 | Time: 2160.08 ms [2022-04-10 19:41:01 main:574] : INFO : Epoch 1743 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 2306.13 ms [2022-04-10 19:41:04 main:574] : INFO : Epoch 1744 | loss: 0.031242 | val_loss: 0.0312428 | Time: 2201.58 ms [2022-04-10 19:41:06 main:574] : INFO : Epoch 1745 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 2205.42 ms [2022-04-10 19:41:08 main:574] : INFO : Epoch 1746 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 2286.65 ms [2022-04-10 19:41:10 main:574] : INFO : Epoch 1747 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 2184.85 ms [2022-04-10 19:41:12 main:574] : INFO : Epoch 1748 | loss: 0.031242 | val_loss: 0.0312428 | Time: 2219.99 ms [2022-04-10 19:41:15 main:574] : INFO : Epoch 1749 | loss: 0.0312428 | val_loss: 0.0312428 | Time: 2210.95 ms [2022-04-10 19:41:17 main:574] : INFO : Epoch 1750 | loss: 0.0312427 | val_loss: 0.0312427 | Time: 2262.11 ms [2022-04-10 19:41:19 main:574] : INFO : Epoch 1751 | loss: 0.0312425 | val_loss: 0.0312424 | Time: 2237.39 ms [2022-04-10 19:41:21 main:574] : INFO : Epoch 1752 | loss: 0.031242 | val_loss: 0.0312443 | Time: 2152.86 ms [2022-04-10 19:41:24 main:574] : INFO : Epoch 1753 | loss: 0.0312427 | val_loss: 0.0312431 | Time: 2127.94 ms [2022-04-10 19:41:26 main:574] : INFO : Epoch 1754 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 2236.44 ms [2022-04-10 19:41:28 main:574] : INFO : Epoch 1755 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 2201.41 ms [2022-04-10 19:41:30 main:574] : INFO : Epoch 1756 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 2225.71 ms [2022-04-10 19:41:32 main:574] : INFO : Epoch 1757 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2235.94 ms [2022-04-10 19:41:35 main:574] : INFO : Epoch 1758 | loss: 0.0312425 | val_loss: 0.0312437 | Time: 2302.52 ms [2022-04-10 19:41:37 main:574] : INFO : Epoch 1759 | loss: 0.0312421 | val_loss: 0.0312426 | Time: 2189.48 ms [2022-04-10 19:41:39 main:574] : INFO : Epoch 1760 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 2264.73 ms [2022-04-10 19:41:41 main:574] : INFO : Epoch 1761 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 2271.61 ms [2022-04-10 19:41:44 main:574] : INFO : Epoch 1762 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 2232.31 ms [2022-04-10 19:41:46 main:574] : INFO : Epoch 1763 | loss: 0.031243 | val_loss: 0.0312443 | Time: 2244.84 ms [2022-04-10 19:41:48 main:574] : INFO : Epoch 1764 | loss: 0.0312433 | val_loss: 0.0312439 | Time: 2246.16 ms [2022-04-10 19:41:50 main:574] : INFO : Epoch 1765 | loss: 0.0312432 | val_loss: 0.0312423 | Time: 2146.03 ms [2022-04-10 19:41:53 main:574] : INFO : Epoch 1766 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 2170.07 ms [2022-04-10 19:41:55 main:574] : INFO : Epoch 1767 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 2222.5 ms [2022-04-10 19:41:57 main:574] : INFO : Epoch 1768 | loss: 0.0312422 | val_loss: 0.0312427 | Time: 2217.81 ms [2022-04-10 19:41:59 main:574] : INFO : Epoch 1769 | loss: 0.0312428 | val_loss: 0.0312432 | Time: 2212.07 ms [2022-04-10 19:42:01 main:574] : INFO : Epoch 1770 | loss: 0.0312439 | val_loss: 0.0312429 | Time: 2180.98 ms [2022-04-10 19:42:04 main:574] : INFO : Epoch 1771 | loss: 0.0312427 | val_loss: 0.0312439 | Time: 2288.86 ms [2022-04-10 19:42:06 main:574] : INFO : Epoch 1772 | loss: 0.0312437 | val_loss: 0.0312508 | Time: 2185.98 ms [2022-04-10 19:42:08 main:574] : INFO : Epoch 1773 | loss: 0.0312471 | val_loss: 0.0312453 | Time: 2320.99 ms [2022-04-10 19:42:10 main:574] : INFO : Epoch 1774 | loss: 0.0312432 | val_loss: 0.0312458 | Time: 2164.65 ms [2022-04-10 19:42:13 main:574] : INFO : Epoch 1775 | loss: 0.0312433 | val_loss: 0.0312434 | Time: 2174.6 ms [2022-04-10 19:42:15 main:574] : INFO : Epoch 1776 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2282.31 ms [2022-04-10 19:42:17 main:574] : INFO : Epoch 1777 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2139.96 ms [2022-04-10 19:42:19 main:574] : INFO : Epoch 1778 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2295.49 ms [2022-04-10 19:42:22 main:574] : INFO : Epoch 1779 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 2223.93 ms [2022-04-10 19:42:24 main:574] : INFO : Epoch 1780 | loss: 0.031243 | val_loss: 0.0312424 | Time: 2134.72 ms [2022-04-10 19:42:26 main:574] : INFO : Epoch 1781 | loss: 0.0312429 | val_loss: 0.0312426 | Time: 2114.04 ms [2022-04-10 19:42:28 main:574] : INFO : Epoch 1782 | loss: 0.0312423 | val_loss: 0.0312427 | Time: 2255.24 ms [2022-04-10 19:42:30 main:574] : INFO : Epoch 1783 | loss: 0.0312422 | val_loss: 0.0312456 | Time: 2149.84 ms [2022-04-10 19:42:33 main:574] : INFO : Epoch 1784 | loss: 0.0312429 | val_loss: 0.0312433 | Time: 2382.8 ms [2022-04-10 19:42:35 main:574] : INFO : Epoch 1785 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 2243.35 ms [2022-04-10 19:42:37 main:574] : INFO : Epoch 1786 | loss: 0.0312428 | val_loss: 0.031243 | Time: 2251.74 ms [2022-04-10 19:42:39 main:574] : INFO : Epoch 1787 | loss: 0.0312425 | val_loss: 0.0312443 | Time: 2236.13 ms [2022-04-10 19:42:42 main:574] : INFO : Epoch 1788 | loss: 0.0312428 | val_loss: 0.031244 | Time: 2304.36 ms [2022-04-10 19:42:44 main:574] : INFO : Epoch 1789 | loss: 0.031243 | val_loss: 0.0312432 | Time: 2181.64 ms [2022-04-10 19:42:46 main:574] : INFO : Epoch 1790 | loss: 0.031243 | val_loss: 0.0312425 | Time: 2164.07 ms [2022-04-10 19:42:48 main:574] : INFO : Epoch 1791 | loss: 0.0312424 | val_loss: 0.0312424 | Time: 2372.29 ms [2022-04-10 19:42:51 main:574] : INFO : Epoch 1792 | loss: 0.0312421 | val_loss: 0.0312429 | Time: 2216.49 ms [2022-04-10 19:42:53 main:574] : INFO : Epoch 1793 | loss: 0.031243 | val_loss: 0.0312428 | Time: 2271.67 ms [2022-04-10 19:42:55 main:574] : INFO : Epoch 1794 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 2242.47 ms [2022-04-10 19:42:57 main:574] : INFO : Epoch 1795 | loss: 0.0312425 | val_loss: 0.0312434 | Time: 2179.68 ms [2022-04-10 19:43:00 main:574] : INFO : Epoch 1796 | loss: 0.031243 | val_loss: 0.0312426 | Time: 2248.68 ms [2022-04-10 19:43:02 main:574] : INFO : Epoch 1797 | loss: 0.0312424 | val_loss: 0.0312428 | Time: 2240.9 ms [2022-04-10 19:43:04 main:574] : INFO : Epoch 1798 | loss: 0.0312431 | val_loss: 0.0312459 | Time: 2212.84 ms [2022-04-10 19:43:06 main:574] : INFO : Epoch 1799 | loss: 0.0312436 | val_loss: 0.0312435 | Time: 2206.87 ms [2022-04-10 19:43:08 main:574] : INFO : Epoch 1800 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2244.99 ms [2022-04-10 19:43:11 main:574] : INFO : Epoch 1801 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 2140.12 ms [2022-04-10 19:43:13 main:574] : INFO : Epoch 1802 | loss: 0.0312432 | val_loss: 0.0312439 | Time: 2290.56 ms [2022-04-10 19:43:15 main:574] : INFO : Epoch 1803 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 2190.5 ms [2022-04-10 19:43:17 main:574] : INFO : Epoch 1804 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 2224.99 ms [2022-04-10 19:43:19 main:574] : INFO : Epoch 1805 | loss: 0.0312426 | val_loss: 0.0312427 | Time: 2126.02 ms [2022-04-10 19:43:22 main:574] : INFO : Epoch 1806 | loss: 0.0312426 | val_loss: 0.0312424 | Time: 2159.95 ms [2022-04-10 19:43:24 main:574] : INFO : Epoch 1807 | loss: 0.0312429 | val_loss: 0.0312461 | Time: 2240.54 ms [2022-04-10 19:43:26 main:574] : INFO : Epoch 1808 | loss: 0.031243 | val_loss: 0.0312432 | Time: 2219.14 ms [2022-04-10 19:43:28 main:574] : INFO : Epoch 1809 | loss: 0.0312427 | val_loss: 0.0312466 | Time: 2123.12 ms [2022-04-10 19:43:30 main:574] : INFO : Epoch 1810 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 2260.36 ms [2022-04-10 19:43:33 main:574] : INFO : Epoch 1811 | loss: 0.0312428 | val_loss: 0.0312428 | Time: 2283.37 ms [2022-04-10 19:43:35 main:574] : INFO : Epoch 1812 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 2267.3 ms [2022-04-10 19:43:37 main:574] : INFO : Epoch 1813 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 2228.02 ms [2022-04-10 19:43:40 main:574] : INFO : Epoch 1814 | loss: 0.0312425 | val_loss: 0.0312457 | Time: 2226.19 ms [2022-04-10 19:43:42 main:574] : INFO : Epoch 1815 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 2208.13 ms [2022-04-10 19:43:44 main:574] : INFO : Epoch 1816 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2297.2 ms [2022-04-10 19:43:46 main:574] : INFO : Epoch 1817 | loss: 0.0312431 | val_loss: 0.0312428 | Time: 2109.64 ms [2022-04-10 19:43:48 main:574] : INFO : Epoch 1818 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2248.67 ms [2022-04-10 19:43:51 main:574] : INFO : Epoch 1819 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 2279.1 ms [2022-04-10 19:43:53 main:574] : INFO : Epoch 1820 | loss: 0.0312429 | val_loss: 0.0312434 | Time: 2158.71 ms [2022-04-10 19:43:55 main:574] : INFO : Epoch 1821 | loss: 0.0312425 | val_loss: 0.0312431 | Time: 2215.13 ms [2022-04-10 19:43:57 main:574] : INFO : Epoch 1822 | loss: 0.0312427 | val_loss: 0.0312427 | Time: 2259.47 ms [2022-04-10 19:43:59 main:574] : INFO : Epoch 1823 | loss: 0.0312425 | val_loss: 0.0312433 | Time: 2162.89 ms [2022-04-10 19:44:02 main:574] : INFO : Epoch 1824 | loss: 0.031243 | val_loss: 0.031246 | Time: 2212.75 ms [2022-04-10 19:44:04 main:574] : INFO : Epoch 1825 | loss: 0.0312441 | val_loss: 0.0312453 | Time: 2258.53 ms [2022-04-10 19:44:06 main:574] : INFO : Epoch 1826 | loss: 0.0312428 | val_loss: 0.0312424 | Time: 2279.62 ms [2022-04-10 19:44:09 main:574] : INFO : Epoch 1827 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 2254.98 ms [2022-04-10 19:44:11 main:574] : INFO : Epoch 1828 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 2135.95 ms [2022-04-10 19:44:13 main:574] : INFO : Epoch 1829 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 2155.47 ms [2022-04-10 19:44:15 main:574] : INFO : Epoch 1830 | loss: 0.0312441 | val_loss: 0.0312463 | Time: 2248.58 ms [2022-04-10 19:44:17 main:574] : INFO : Epoch 1831 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 2176.45 ms [2022-04-10 19:44:19 main:574] : INFO : Epoch 1832 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 2187.45 ms [2022-04-10 19:44:22 main:574] : INFO : Epoch 1833 | loss: 0.0312426 | val_loss: 0.0312423 | Time: 2289.24 ms [2022-04-10 19:44:24 main:574] : INFO : Epoch 1834 | loss: 0.031242 | val_loss: 0.0312423 | Time: 2210.4 ms [2022-04-10 19:44:26 main:574] : INFO : Epoch 1835 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 2358.46 ms [2022-04-10 19:44:29 main:574] : INFO : Epoch 1836 | loss: 0.0312422 | val_loss: 0.0312424 | Time: 2267.49 ms [2022-04-10 19:44:31 main:574] : INFO : Epoch 1837 | loss: 0.0312422 | val_loss: 0.0312423 | Time: 2351.96 ms [2022-04-10 19:44:33 main:574] : INFO : Epoch 1838 | loss: 0.0312419 | val_loss: 0.0312423 | Time: 2215.47 ms [2022-04-10 19:44:35 main:574] : INFO : Epoch 1839 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 2222.51 ms [2022-04-10 19:44:38 main:574] : INFO : Epoch 1840 | loss: 0.0312434 | val_loss: 0.0312425 | Time: 2142.23 ms [2022-04-10 19:44:40 main:574] : INFO : Epoch 1841 | loss: 0.0312425 | val_loss: 0.031243 | Time: 2189.35 ms [2022-04-10 19:44:42 main:574] : INFO : Epoch 1842 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 2180.74 ms [2022-04-10 19:44:44 main:574] : INFO : Epoch 1843 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 2292.63 ms [2022-04-10 19:44:46 main:574] : INFO : Epoch 1844 | loss: 0.0312418 | val_loss: 0.0312425 | Time: 2177.36 ms [2022-04-10 19:44:49 main:574] : INFO : Epoch 1845 | loss: 0.031243 | val_loss: 0.0312428 | Time: 2139.19 ms [2022-04-10 19:44:51 main:574] : INFO : Epoch 1846 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 2243.21 ms [2022-04-10 19:44:53 main:574] : INFO : Epoch 1847 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 2252.27 ms [2022-04-10 19:44:55 main:574] : INFO : Epoch 1848 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2273.77 ms [2022-04-10 19:44:58 main:574] : INFO : Epoch 1849 | loss: 0.0312421 | val_loss: 0.0312431 | Time: 2204.82 ms [2022-04-10 19:45:00 main:574] : INFO : Epoch 1850 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 2304.32 ms [2022-04-10 19:45:02 main:574] : INFO : Epoch 1851 | loss: 0.0312422 | val_loss: 0.0312442 | Time: 2332.98 ms [2022-04-10 19:45:04 main:574] : INFO : Epoch 1852 | loss: 0.0312423 | val_loss: 0.0312432 | Time: 2212.9 ms [2022-04-10 19:45:07 main:574] : INFO : Epoch 1853 | loss: 0.0312425 | val_loss: 0.0312433 | Time: 2327.63 ms [2022-04-10 19:45:09 main:574] : INFO : Epoch 1854 | loss: 0.031243 | val_loss: 0.0312446 | Time: 2214.7 ms [2022-04-10 19:45:11 main:574] : INFO : Epoch 1855 | loss: 0.0312434 | val_loss: 0.0312457 | Time: 2195.66 ms [2022-04-10 19:45:13 main:574] : INFO : Epoch 1856 | loss: 0.0312422 | val_loss: 0.0312427 | Time: 2160.31 ms [2022-04-10 19:45:16 main:574] : INFO : Epoch 1857 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 2240.28 ms [2022-04-10 19:45:18 main:574] : INFO : Epoch 1858 | loss: 0.0312428 | val_loss: 0.0312443 | Time: 2380.79 ms [2022-04-10 19:45:20 main:574] : INFO : Epoch 1859 | loss: 0.0312426 | val_loss: 0.0312429 | Time: 2230.53 ms [2022-04-10 19:45:22 main:574] : INFO : Epoch 1860 | loss: 0.0312425 | val_loss: 0.0312454 | Time: 2208.8 ms [2022-04-10 19:45:25 main:574] : INFO : Epoch 1861 | loss: 0.0312428 | val_loss: 0.0312425 | Time: 2246.96 ms [2022-04-10 19:45:27 main:574] : INFO : Epoch 1862 | loss: 0.0312421 | val_loss: 0.0312432 | Time: 2248.76 ms [2022-04-10 19:45:29 main:574] : INFO : Epoch 1863 | loss: 0.0312425 | val_loss: 0.0312434 | Time: 2232.61 ms [2022-04-10 19:45:31 main:574] : INFO : Epoch 1864 | loss: 0.031243 | val_loss: 0.0312424 | Time: 2165.77 ms [2022-04-10 19:45:34 main:574] : INFO : Epoch 1865 | loss: 0.0312424 | val_loss: 0.0312445 | Time: 2223.11 ms [2022-04-10 19:45:36 main:574] : INFO : Epoch 1866 | loss: 0.0312436 | val_loss: 0.0312432 | Time: 2245.96 ms [2022-04-10 19:45:38 main:574] : INFO : Epoch 1867 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 2393.38 ms [2022-04-10 19:45:40 main:574] : INFO : Epoch 1868 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 2201.34 ms [2022-04-10 19:45:43 main:574] : INFO : Epoch 1869 | loss: 0.0312434 | val_loss: 0.0312432 | Time: 2251.08 ms [2022-04-10 19:45:45 main:574] : INFO : Epoch 1870 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 2309.56 ms [2022-04-10 19:45:47 main:574] : INFO : Epoch 1871 | loss: 0.031242 | val_loss: 0.0312424 | Time: 2302.19 ms [2022-04-10 19:45:50 main:574] : INFO : Epoch 1872 | loss: 0.0312425 | val_loss: 0.0312436 | Time: 2274.02 ms [2022-04-10 19:45:52 main:574] : INFO : Epoch 1873 | loss: 0.0312431 | val_loss: 0.0312439 | Time: 2204.56 ms [2022-04-10 19:45:54 main:574] : INFO : Epoch 1874 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 2284.11 ms [2022-04-10 19:45:56 main:574] : INFO : Epoch 1875 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 2301.67 ms [2022-04-10 19:45:59 main:574] : INFO : Epoch 1876 | loss: 0.0312427 | val_loss: 0.0312428 | Time: 2321.04 ms [2022-04-10 19:46:01 main:574] : INFO : Epoch 1877 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 2246.81 ms [2022-04-10 19:46:03 main:574] : INFO : Epoch 1878 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 2324.11 ms [2022-04-10 19:46:06 main:574] : INFO : Epoch 1879 | loss: 0.0312426 | val_loss: 0.0312438 | Time: 2276.31 ms [2022-04-10 19:46:08 main:574] : INFO : Epoch 1880 | loss: 0.0312428 | val_loss: 0.0312432 | Time: 2147.33 ms [2022-04-10 19:46:10 main:574] : INFO : Epoch 1881 | loss: 0.0312429 | val_loss: 0.0312426 | Time: 2271.13 ms [2022-04-10 19:46:12 main:574] : INFO : Epoch 1882 | loss: 0.0312422 | val_loss: 0.0312428 | Time: 2124.69 ms [2022-04-10 19:46:14 main:574] : INFO : Epoch 1883 | loss: 0.0312423 | val_loss: 0.0312425 | Time: 2215.26 ms [2022-04-10 19:46:17 main:574] : INFO : Epoch 1884 | loss: 0.0312425 | val_loss: 0.0312434 | Time: 2204.6 ms [2022-04-10 19:46:19 main:574] : INFO : Epoch 1885 | loss: 0.0312432 | val_loss: 0.0312433 | Time: 2246.73 ms [2022-04-10 19:46:21 main:574] : INFO : Epoch 1886 | loss: 0.0312452 | val_loss: 0.0312537 | Time: 2246.47 ms [2022-04-10 19:46:23 main:574] : INFO : Epoch 1887 | loss: 0.0312468 | val_loss: 0.0312448 | Time: 2194.51 ms [2022-04-10 19:46:26 main:574] : INFO : Epoch 1888 | loss: 0.0312433 | val_loss: 0.0312435 | Time: 2276.57 ms [2022-04-10 19:46:28 main:574] : INFO : Epoch 1889 | loss: 0.0312425 | val_loss: 0.0312424 | Time: 2137.26 ms [2022-04-10 19:46:30 main:574] : INFO : Epoch 1890 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2263.49 ms [2022-04-10 19:46:32 main:574] : INFO : Epoch 1891 | loss: 0.0312446 | val_loss: 0.0312448 | Time: 2163.94 ms [2022-04-10 19:46:34 main:574] : INFO : Epoch 1892 | loss: 0.0312439 | val_loss: 0.0312448 | Time: 2221.97 ms [2022-04-10 19:46:36 main:574] : INFO : Epoch 1893 | loss: 0.0312433 | val_loss: 0.0312448 | Time: 2151.59 ms [2022-04-10 19:46:39 main:574] : INFO : Epoch 1894 | loss: 0.0312441 | val_loss: 0.0312468 | Time: 2246.08 ms [2022-04-10 19:46:41 main:574] : INFO : Epoch 1895 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 2171.44 ms [2022-04-10 19:46:43 main:574] : INFO : Epoch 1896 | loss: 0.0312434 | val_loss: 0.0312441 | Time: 2192.66 ms [2022-04-10 19:46:45 main:574] : INFO : Epoch 1897 | loss: 0.0312428 | val_loss: 0.0312428 | Time: 2116.95 ms [2022-04-10 19:46:48 main:574] : INFO : Epoch 1898 | loss: 0.0312428 | val_loss: 0.0312425 | Time: 2288.85 ms [2022-04-10 19:46:50 main:574] : INFO : Epoch 1899 | loss: 0.0312432 | val_loss: 0.0312429 | Time: 2245.41 ms [2022-04-10 19:46:52 main:574] : INFO : Epoch 1900 | loss: 0.0312425 | val_loss: 0.0312443 | Time: 2221.33 ms [2022-04-10 19:46:54 main:574] : INFO : Epoch 1901 | loss: 0.0312429 | val_loss: 0.031243 | Time: 2280.8 ms [2022-04-10 19:46:57 main:574] : INFO : Epoch 1902 | loss: 0.0312428 | val_loss: 0.0312424 | Time: 2330.31 ms [2022-04-10 19:46:59 main:574] : INFO : Epoch 1903 | loss: 0.0312425 | val_loss: 0.0312435 | Time: 2254.24 ms [2022-04-10 19:47:01 main:574] : INFO : Epoch 1904 | loss: 0.0312434 | val_loss: 0.0312439 | Time: 2221.58 ms [2022-04-10 19:47:03 main:574] : INFO : Epoch 1905 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 2169.48 ms [2022-04-10 19:47:06 main:574] : INFO : Epoch 1906 | loss: 0.0312428 | val_loss: 0.031243 | Time: 2277.88 ms [2022-04-10 19:47:08 main:574] : INFO : Epoch 1907 | loss: 0.0312425 | val_loss: 0.0312444 | Time: 2123.76 ms [2022-04-10 19:47:10 main:574] : INFO : Epoch 1908 | loss: 0.0312425 | val_loss: 0.0312428 | Time: 2238.39 ms [2022-04-10 19:47:12 main:574] : INFO : Epoch 1909 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2149.79 ms [2022-04-10 19:47:14 main:574] : INFO : Epoch 1910 | loss: 0.0312421 | val_loss: 0.0312425 | Time: 2213.51 ms [2022-04-10 19:47:17 main:574] : INFO : Epoch 1911 | loss: 0.0312422 | val_loss: 0.0312442 | Time: 2197.03 ms [2022-04-10 19:47:19 main:574] : INFO : Epoch 1912 | loss: 0.0312433 | val_loss: 0.0312468 | Time: 2189.84 ms [2022-04-10 19:47:21 main:574] : INFO : Epoch 1913 | loss: 0.0312448 | val_loss: 0.0312429 | Time: 2282.28 ms [2022-04-10 19:47:23 main:574] : INFO : Epoch 1914 | loss: 0.0312425 | val_loss: 0.0312434 | Time: 2193.72 ms [2022-04-10 19:47:25 main:574] : INFO : Epoch 1915 | loss: 0.0312426 | val_loss: 0.0312427 | Time: 2267.67 ms [2022-04-10 19:47:28 main:574] : INFO : Epoch 1916 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 2181.44 ms [2022-04-10 19:47:30 main:574] : INFO : Epoch 1917 | loss: 0.0312423 | val_loss: 0.0312425 | Time: 2241.98 ms [2022-04-10 19:47:32 main:574] : INFO : Epoch 1918 | loss: 0.0312432 | val_loss: 0.0312451 | Time: 2294.37 ms [2022-04-10 19:47:34 main:574] : INFO : Epoch 1919 | loss: 0.0312442 | val_loss: 0.031248 | Time: 2245.3 ms [2022-04-10 19:47:37 main:574] : INFO : Epoch 1920 | loss: 0.0312437 | val_loss: 0.0312431 | Time: 2353.53 ms [2022-04-10 19:47:39 main:574] : INFO : Epoch 1921 | loss: 0.0312423 | val_loss: 0.0312438 | Time: 2223.53 ms [2022-04-10 19:47:41 main:574] : INFO : Epoch 1922 | loss: 0.0312436 | val_loss: 0.0312467 | Time: 2252.62 ms [2022-04-10 19:47:44 main:574] : INFO : Epoch 1923 | loss: 0.031244 | val_loss: 0.0312536 | Time: 2200.57 ms [2022-04-10 19:47:46 main:574] : INFO : Epoch 1924 | loss: 0.0312454 | val_loss: 0.0312437 | Time: 2295.65 ms [2022-04-10 19:47:48 main:574] : INFO : Epoch 1925 | loss: 0.0312439 | val_loss: 0.0312428 | Time: 2189.8 ms [2022-04-10 19:47:50 main:574] : INFO : Epoch 1926 | loss: 0.0312423 | val_loss: 0.0312428 | Time: 2312.56 ms [2022-04-10 19:47:53 main:574] : INFO : Epoch 1927 | loss: 0.0312422 | val_loss: 0.0312427 | Time: 2216.23 ms [2022-04-10 19:47:55 main:574] : INFO : Epoch 1928 | loss: 0.0312426 | val_loss: 0.0312425 | Time: 2307.4 ms [2022-04-10 19:47:57 main:574] : INFO : Epoch 1929 | loss: 0.031242 | val_loss: 0.0312428 | Time: 2257.19 ms [2022-04-10 19:47:59 main:574] : INFO : Epoch 1930 | loss: 0.0312422 | val_loss: 0.0312432 | Time: 2212.02 ms [2022-04-10 19:48:02 main:574] : INFO : Epoch 1931 | loss: 0.0312424 | val_loss: 0.0312434 | Time: 2230.13 ms [2022-04-10 19:48:04 main:574] : INFO : Epoch 1932 | loss: 0.0312425 | val_loss: 0.0312445 | Time: 2158.72 ms [2022-04-10 19:48:06 main:574] : INFO : Epoch 1933 | loss: 0.0312425 | val_loss: 0.0312424 | Time: 2361.53 ms [2022-04-10 19:48:08 main:574] : INFO : Epoch 1934 | loss: 0.0312421 | val_loss: 0.0312429 | Time: 2065.56 ms [2022-04-10 19:48:10 main:574] : INFO : Epoch 1935 | loss: 0.0312434 | val_loss: 0.0312424 | Time: 2278.01 ms [2022-04-10 19:48:13 main:574] : INFO : Epoch 1936 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 2110.86 ms [2022-04-10 19:48:15 main:574] : INFO : Epoch 1937 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 2363.4 ms [2022-04-10 19:48:17 main:574] : INFO : Epoch 1938 | loss: 0.0312432 | val_loss: 0.0312423 | Time: 2163.2 ms [2022-04-10 19:48:19 main:574] : INFO : Epoch 1939 | loss: 0.0312437 | val_loss: 0.0312427 | Time: 2290.24 ms [2022-04-10 19:48:22 main:574] : INFO : Epoch 1940 | loss: 0.0312439 | val_loss: 0.0312426 | Time: 2186.54 ms [2022-04-10 19:48:24 main:574] : INFO : Epoch 1941 | loss: 0.0312424 | val_loss: 0.0312428 | Time: 2131.77 ms [2022-04-10 19:48:26 main:574] : INFO : Epoch 1942 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 2281.71 ms [2022-04-10 19:48:28 main:574] : INFO : Epoch 1943 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 2135.2 ms [2022-04-10 19:48:30 main:574] : INFO : Epoch 1944 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 2194.35 ms [2022-04-10 19:48:33 main:574] : INFO : Epoch 1945 | loss: 0.0312423 | val_loss: 0.031243 | Time: 2230.57 ms [2022-04-10 19:48:35 main:574] : INFO : Epoch 1946 | loss: 0.0312427 | val_loss: 0.031251 | Time: 2176.21 ms [2022-04-10 19:48:37 main:574] : INFO : Epoch 1947 | loss: 0.0312443 | val_loss: 0.0312429 | Time: 2194.32 ms [2022-04-10 19:48:39 main:574] : INFO : Epoch 1948 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 2122.2 ms [2022-04-10 19:48:41 main:574] : INFO : Epoch 1949 | loss: 0.0312423 | val_loss: 0.0312433 | Time: 2256.44 ms [2022-04-10 19:48:44 main:574] : INFO : Epoch 1950 | loss: 0.0312428 | val_loss: 0.0312431 | Time: 2154.17 ms [2022-04-10 19:48:46 main:574] : INFO : Epoch 1951 | loss: 0.0312431 | val_loss: 0.0312469 | Time: 2263.37 ms [2022-04-10 19:48:48 main:574] : INFO : Epoch 1952 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 2132.62 ms [2022-04-10 19:48:50 main:574] : INFO : Epoch 1953 | loss: 0.0312425 | val_loss: 0.0312456 | Time: 2273.48 ms [2022-04-10 19:48:52 main:574] : INFO : Epoch 1954 | loss: 0.0312431 | val_loss: 0.0312437 | Time: 2243.03 ms [2022-04-10 19:48:55 main:574] : INFO : Epoch 1955 | loss: 0.031243 | val_loss: 0.0312433 | Time: 2293.78 ms [2022-04-10 19:48:57 main:574] : INFO : Epoch 1956 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 2226.87 ms [2022-04-10 19:48:59 main:574] : INFO : Epoch 1957 | loss: 0.0312421 | val_loss: 0.0312428 | Time: 2161.89 ms [2022-04-10 19:49:01 main:574] : INFO : Epoch 1958 | loss: 0.0312425 | val_loss: 0.0312429 | Time: 2282.18 ms [2022-04-10 19:49:04 main:574] : INFO : Epoch 1959 | loss: 0.0312421 | val_loss: 0.0312426 | Time: 2303.66 ms [2022-04-10 19:49:06 main:574] : INFO : Epoch 1960 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 2237.02 ms [2022-04-10 19:49:08 main:574] : INFO : Epoch 1961 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2210.57 ms [2022-04-10 19:49:10 main:574] : INFO : Epoch 1962 | loss: 0.0312436 | val_loss: 0.0312448 | Time: 2172.65 ms [2022-04-10 19:49:13 main:574] : INFO : Epoch 1963 | loss: 0.031243 | val_loss: 0.0312426 | Time: 2126.2 ms [2022-04-10 19:49:15 main:574] : INFO : Epoch 1964 | loss: 0.0312424 | val_loss: 0.031243 | Time: 2239.49 ms [2022-04-10 19:49:17 main:574] : INFO : Epoch 1965 | loss: 0.031242 | val_loss: 0.0312435 | Time: 2273.86 ms [2022-04-10 19:49:19 main:574] : INFO : Epoch 1966 | loss: 0.031243 | val_loss: 0.0312449 | Time: 2222.77 ms [2022-04-10 19:49:22 main:574] : INFO : Epoch 1967 | loss: 0.0312431 | val_loss: 0.0312424 | Time: 2261.77 ms [2022-04-10 19:49:24 main:574] : INFO : Epoch 1968 | loss: 0.0312424 | val_loss: 0.0312424 | Time: 2274.84 ms [2022-04-10 19:49:26 main:574] : INFO : Epoch 1969 | loss: 0.0312429 | val_loss: 0.0312426 | Time: 2309.77 ms [2022-04-10 19:49:28 main:574] : INFO : Epoch 1970 | loss: 0.0312423 | val_loss: 0.0312438 | Time: 2213.29 ms [2022-04-10 19:49:30 main:574] : INFO : Epoch 1971 | loss: 0.0312423 | val_loss: 0.0312452 | Time: 2146.99 ms [2022-04-10 19:49:33 main:574] : INFO : Epoch 1972 | loss: 0.0312424 | val_loss: 0.0312424 | Time: 2171.99 ms [2022-04-10 19:49:35 main:574] : INFO : Epoch 1973 | loss: 0.0312422 | val_loss: 0.0312424 | Time: 2252.25 ms [2022-04-10 19:49:37 main:574] : INFO : Epoch 1974 | loss: 0.0312427 | val_loss: 0.0312432 | Time: 2218.91 ms [2022-04-10 19:49:39 main:574] : INFO : Epoch 1975 | loss: 0.0312422 | val_loss: 0.0312453 | Time: 2219.47 ms [2022-04-10 19:49:42 main:574] : INFO : Epoch 1976 | loss: 0.0312433 | val_loss: 0.0312438 | Time: 2329.96 ms [2022-04-10 19:49:44 main:574] : INFO : Epoch 1977 | loss: 0.0312428 | val_loss: 0.0312485 | Time: 2197.61 ms [2022-04-10 19:49:46 main:574] : INFO : Epoch 1978 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 2210.26 ms [2022-04-10 19:49:48 main:574] : INFO : Epoch 1979 | loss: 0.0314052 | val_loss: 0.0369776 | Time: 2251.28 ms [2022-04-10 19:49:51 main:574] : INFO : Epoch 1980 | loss: 0.0353003 | val_loss: 0.0318637 | Time: 2443.95 ms [2022-04-10 19:49:53 main:574] : INFO : Epoch 1981 | loss: 0.0429452 | val_loss: 0.0450697 | Time: 2261.03 ms [2022-04-10 19:49:55 main:574] : INFO : Epoch 1982 | loss: 0.0436369 | val_loss: 0.0322273 | Time: 2290.2 ms [2022-04-10 19:49:58 main:574] : INFO : Epoch 1983 | loss: 0.0319647 | val_loss: 0.0316213 | Time: 2227.41 ms [2022-04-10 19:50:00 main:574] : INFO : Epoch 1984 | loss: 0.0314101 | val_loss: 0.0313045 | Time: 2163.44 ms [2022-04-10 19:50:02 main:574] : INFO : Epoch 1985 | loss: 0.0312811 | val_loss: 0.0312683 | Time: 2268.78 ms [2022-04-10 19:50:04 main:574] : INFO : Epoch 1986 | loss: 0.0312599 | val_loss: 0.031258 | Time: 2316.58 ms [2022-04-10 19:50:07 main:574] : INFO : Epoch 1987 | loss: 0.0312538 | val_loss: 0.0312526 | Time: 2177.72 ms [2022-04-10 19:50:09 main:574] : INFO : Epoch 1988 | loss: 0.0312518 | val_loss: 0.0312522 | Time: 2277.91 ms [2022-04-10 19:50:11 main:574] : INFO : Epoch 1989 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2148.09 ms [2022-04-10 19:50:13 main:574] : INFO : Epoch 1990 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2321.98 ms [2022-04-10 19:50:15 main:574] : INFO : Epoch 1991 | loss: 0.031249 | val_loss: 0.0312495 | Time: 2166.98 ms [2022-04-10 19:50:18 main:574] : INFO : Epoch 1992 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 2342.43 ms [2022-04-10 19:50:20 main:574] : INFO : Epoch 1993 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 2131.43 ms [2022-04-10 19:50:22 main:574] : INFO : Epoch 1994 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 2217.28 ms [2022-04-10 19:50:24 main:574] : INFO : Epoch 1995 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 2291.13 ms [2022-04-10 19:50:27 main:574] : INFO : Epoch 1996 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 2147.21 ms [2022-04-10 19:50:29 main:574] : INFO : Epoch 1997 | loss: 0.031247 | val_loss: 0.0312481 | Time: 2249.28 ms [2022-04-10 19:50:31 main:574] : INFO : Epoch 1998 | loss: 0.0312466 | val_loss: 0.031247 | Time: 2305.35 ms [2022-04-10 19:50:33 main:574] : INFO : Epoch 1999 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 2086.7 ms [2022-04-10 19:50:36 main:574] : INFO : Epoch 2000 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 2365.34 ms [2022-04-10 19:50:38 main:574] : INFO : Epoch 2001 | loss: 0.0312457 | val_loss: 0.0312464 | Time: 2149.21 ms [2022-04-10 19:50:40 main:574] : INFO : Epoch 2002 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2237.03 ms [2022-04-10 19:50:42 main:574] : INFO : Epoch 2003 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 2143.37 ms [2022-04-10 19:50:45 main:574] : INFO : Epoch 2004 | loss: 0.031245 | val_loss: 0.0312455 | Time: 2284.89 ms [2022-04-10 19:50:47 main:574] : INFO : Epoch 2005 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 2229.38 ms [2022-04-10 19:50:49 main:574] : INFO : Epoch 2006 | loss: 0.0312447 | val_loss: 0.0312452 | Time: 2264.18 ms [2022-04-10 19:50:51 main:574] : INFO : Epoch 2007 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 2380.12 ms [2022-04-10 19:50:54 main:574] : INFO : Epoch 2008 | loss: 0.0312447 | val_loss: 0.0312452 | Time: 2233.66 ms [2022-04-10 19:50:56 main:574] : INFO : Epoch 2009 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 2216.12 ms [2022-04-10 19:50:58 main:574] : INFO : Epoch 2010 | loss: 0.0312445 | val_loss: 0.0312451 | Time: 2228.07 ms [2022-04-10 19:51:00 main:574] : INFO : Epoch 2011 | loss: 0.0312443 | val_loss: 0.0312447 | Time: 2152.3 ms [2022-04-10 19:51:03 main:574] : INFO : Epoch 2012 | loss: 0.0312441 | val_loss: 0.0312452 | Time: 2270.91 ms [2022-04-10 19:51:05 main:574] : INFO : Epoch 2013 | loss: 0.031244 | val_loss: 0.0312445 | Time: 2176.17 ms [2022-04-10 19:51:07 main:574] : INFO : Epoch 2014 | loss: 0.031244 | val_loss: 0.0312446 | Time: 2248.28 ms [2022-04-10 19:51:09 main:574] : INFO : Epoch 2015 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 2169.98 ms [2022-04-10 19:51:11 main:574] : INFO : Epoch 2016 | loss: 0.0312437 | val_loss: 0.0312442 | Time: 2087.26 ms [2022-04-10 19:51:13 main:574] : INFO : Epoch 2017 | loss: 0.0312438 | val_loss: 0.0312447 | Time: 2263.91 ms [2022-04-10 19:51:16 main:574] : INFO : Epoch 2018 | loss: 0.0312442 | val_loss: 0.0312444 | Time: 2141.48 ms [2022-04-10 19:51:18 main:574] : INFO : Epoch 2019 | loss: 0.0312441 | val_loss: 0.031245 | Time: 2226.55 ms [2022-04-10 19:51:20 main:574] : INFO : Epoch 2020 | loss: 0.0312441 | val_loss: 0.0312451 | Time: 2261.75 ms [2022-04-10 19:51:22 main:574] : INFO : Epoch 2021 | loss: 0.031244 | val_loss: 0.0312443 | Time: 2214.2 ms [2022-04-10 19:51:25 main:574] : INFO : Epoch 2022 | loss: 0.0312435 | val_loss: 0.031244 | Time: 2150.48 ms [2022-04-10 19:51:27 main:574] : INFO : Epoch 2023 | loss: 0.0312433 | val_loss: 0.0312437 | Time: 2251.62 ms [2022-04-10 19:51:29 main:574] : INFO : Epoch 2024 | loss: 0.0312433 | val_loss: 0.0312438 | Time: 2201.71 ms [2022-04-10 19:51:31 main:574] : INFO : Epoch 2025 | loss: 0.0312432 | val_loss: 0.0312446 | Time: 2138.31 ms [2022-04-10 19:51:33 main:574] : INFO : Epoch 2026 | loss: 0.0312433 | val_loss: 0.0312439 | Time: 2214.66 ms [2022-04-10 19:51:36 main:574] : INFO : Epoch 2027 | loss: 0.0312431 | val_loss: 0.0312436 | Time: 2206.29 ms [2022-04-10 19:51:38 main:574] : INFO : Epoch 2028 | loss: 0.031243 | val_loss: 0.0312438 | Time: 2238.41 ms [2022-04-10 19:51:40 main:574] : INFO : Epoch 2029 | loss: 0.0312441 | val_loss: 0.031244 | Time: 2175.13 ms [2022-04-10 19:51:42 main:574] : INFO : Epoch 2030 | loss: 0.0312439 | val_loss: 0.0312437 | Time: 2248.88 ms [2022-04-10 19:51:44 main:574] : INFO : Epoch 2031 | loss: 0.0312435 | val_loss: 0.0312441 | Time: 2096.23 ms [2022-04-10 19:51:47 main:574] : INFO : Epoch 2032 | loss: 0.0312432 | val_loss: 0.0312436 | Time: 2286.51 ms [2022-04-10 19:51:49 main:574] : INFO : Epoch 2033 | loss: 0.0312434 | val_loss: 0.0312434 | Time: 2219.11 ms [2022-04-10 19:51:51 main:574] : INFO : Epoch 2034 | loss: 0.031243 | val_loss: 0.0312443 | Time: 2211.09 ms [2022-04-10 19:51:53 main:574] : INFO : Epoch 2035 | loss: 0.0312433 | val_loss: 0.0312435 | Time: 2164.25 ms [2022-04-10 19:51:56 main:574] : INFO : Epoch 2036 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 2329.1 ms [2022-04-10 19:51:58 main:574] : INFO : Epoch 2037 | loss: 0.031243 | val_loss: 0.0312434 | Time: 2131.03 ms [2022-04-10 19:52:00 main:574] : INFO : Epoch 2038 | loss: 0.0312431 | val_loss: 0.0312437 | Time: 2333.11 ms [2022-04-10 19:52:02 main:574] : INFO : Epoch 2039 | loss: 0.0312431 | val_loss: 0.0312437 | Time: 2248.48 ms [2022-04-10 19:52:05 main:574] : INFO : Epoch 2040 | loss: 0.0312429 | val_loss: 0.0312439 | Time: 2231.14 ms [2022-04-10 19:52:07 main:574] : INFO : Epoch 2041 | loss: 0.0312431 | val_loss: 0.0312433 | Time: 2276.94 ms [2022-04-10 19:52:09 main:574] : INFO : Epoch 2042 | loss: 0.0312427 | val_loss: 0.0312435 | Time: 2114.74 ms [2022-04-10 19:52:11 main:574] : INFO : Epoch 2043 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 2239.96 ms [2022-04-10 19:52:13 main:574] : INFO : Epoch 2044 | loss: 0.0312426 | val_loss: 0.0312432 | Time: 2065.23 ms [2022-04-10 19:52:16 main:574] : INFO : Epoch 2045 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 2268.06 ms [2022-04-10 19:52:18 main:574] : INFO : Epoch 2046 | loss: 0.031243 | val_loss: 0.0312433 | Time: 2140.62 ms [2022-04-10 19:52:20 main:574] : INFO : Epoch 2047 | loss: 0.0312431 | val_loss: 0.0312439 | Time: 2191.04 ms [2022-04-10 19:52:22 main:574] : INFO : Epoch 2048 | loss: 0.0312431 | val_loss: 0.0312437 | Time: 2205.25 ms [2022-04-10 19:52:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312437 [2022-04-10 19:52:22 main:603] : INFO : Saving end state to config to file [2022-04-10 19:52:22 main:608] : INFO : Success, exiting.. 19:52:22 (16396): 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)