Task 7557358
| Name | ParityModified-1631727172-21859-1_3 |
| Workunit | 5068647 |
| Created | 24 Sep 2021, 2:00:45 UTC |
| Sent | 24 Sep 2021, 4:28:48 UTC |
| Report deadline | 1 Oct 2021, 4:28:48 UTC |
| Received | 24 Sep 2021, 17:41:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 1 hours 10 min 48 sec |
| CPU time | 1 hours 10 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.17</core_client_version> <![CDATA[ <stderr_txt> ain:581] : INFO : Epoch 1538 | loss: 0.0312432 | val_loss: 0.0312492 | Time: 2161.66 ms [2021-09-24 13:23:28 main:581] : INFO : Epoch 1539 | loss: 0.0312439 | val_loss: 0.0312481 | Time: 2266.72 ms [2021-09-24 13:23:30 main:581] : INFO : Epoch 1540 | loss: 0.0312432 | val_loss: 0.0312478 | Time: 2382.43 ms [2021-09-24 13:23:33 main:581] : INFO : Epoch 1541 | loss: 0.031243 | val_loss: 0.0312487 | Time: 2073 ms [2021-09-24 13:23:35 main:581] : INFO : Epoch 1542 | loss: 0.031243 | val_loss: 0.0312465 | Time: 2189.74 ms [2021-09-24 13:23:37 main:581] : INFO : Epoch 1543 | loss: 0.031243 | val_loss: 0.0312469 | Time: 2176.83 ms [2021-09-24 13:23:39 main:581] : INFO : Epoch 1544 | loss: 0.0312436 | val_loss: 0.0312471 | Time: 2268.48 ms [2021-09-24 13:23:41 main:581] : INFO : Epoch 1545 | loss: 0.0312438 | val_loss: 0.031246 | Time: 1958.84 ms [2021-09-24 13:23:43 main:581] : INFO : Epoch 1546 | loss: 0.0312438 | val_loss: 0.0312474 | Time: 2054.34 ms [2021-09-24 13:23:45 main:581] : INFO : Epoch 1547 | loss: 0.031243 | val_loss: 0.031246 | Time: 1830.3 ms [2021-09-24 13:23:47 main:581] : INFO : Epoch 1548 | loss: 0.0312432 | val_loss: 0.0312489 | Time: 1980.84 ms [2021-09-24 13:23:49 main:581] : INFO : Epoch 1549 | loss: 0.0312431 | val_loss: 0.0312504 | Time: 1884.07 ms [2021-09-24 13:23:51 main:581] : INFO : Epoch 1550 | loss: 0.0312445 | val_loss: 0.0312489 | Time: 1869.16 ms [2021-09-24 13:23:53 main:581] : INFO : Epoch 1551 | loss: 0.0312429 | val_loss: 0.0312476 | Time: 2096.59 ms [2021-09-24 13:23:55 main:581] : INFO : Epoch 1552 | loss: 0.031243 | val_loss: 0.0312463 | Time: 2215.11 ms [2021-09-24 13:23:57 main:581] : INFO : Epoch 1553 | loss: 0.0312437 | val_loss: 0.0312493 | Time: 1999.93 ms [2021-09-24 13:23:59 main:581] : INFO : Epoch 1554 | loss: 0.0312434 | val_loss: 0.0312474 | Time: 2312.97 ms [2021-09-24 13:24:02 main:581] : INFO : Epoch 1555 | loss: 0.0312438 | val_loss: 0.0312498 | Time: 2234.81 ms [2021-09-24 13:24:04 main:581] : INFO : Epoch 1556 | loss: 0.031244 | val_loss: 0.0312459 | Time: 2037.62 ms [2021-09-24 13:24:06 main:581] : INFO : Epoch 1557 | loss: 0.031243 | val_loss: 0.0312503 | Time: 2206.47 ms [2021-09-24 13:24:08 main:581] : INFO : Epoch 1558 | loss: 0.0312449 | val_loss: 0.031246 | Time: 2109.98 ms [2021-09-24 13:24:10 main:581] : INFO : Epoch 1559 | loss: 0.0312435 | val_loss: 0.0312458 | Time: 1876.38 ms [2021-09-24 13:24:12 main:581] : INFO : Epoch 1560 | loss: 0.0312433 | val_loss: 0.0312489 | Time: 2064.69 ms [2021-09-24 13:24:14 main:581] : INFO : Epoch 1561 | loss: 0.0312434 | val_loss: 0.0312473 | Time: 1943 ms [2021-09-24 13:24:16 main:581] : INFO : Epoch 1562 | loss: 0.0312429 | val_loss: 0.0312473 | Time: 1944.62 ms [2021-09-24 13:24:18 main:581] : INFO : Epoch 1563 | loss: 0.031243 | val_loss: 0.0312481 | Time: 1996.4 ms [2021-09-24 13:24:20 main:581] : INFO : Epoch 1564 | loss: 0.0312429 | val_loss: 0.0312475 | Time: 1992.38 ms [2021-09-24 13:24:22 main:581] : INFO : Epoch 1565 | loss: 0.0312431 | val_loss: 0.0312462 | Time: 2381.22 ms [2021-09-24 13:24:24 main:581] : INFO : Epoch 1566 | loss: 0.0312437 | val_loss: 0.0312474 | Time: 2081.54 ms [2021-09-24 13:24:26 main:581] : INFO : Epoch 1567 | loss: 0.0312434 | val_loss: 0.0312474 | Time: 2189.42 ms [2021-09-24 13:24:29 main:581] : INFO : Epoch 1568 | loss: 0.031243 | val_loss: 0.0312471 | Time: 2199.05 ms [2021-09-24 13:24:31 main:581] : INFO : Epoch 1569 | loss: 0.0312441 | val_loss: 0.0312477 | Time: 2100.57 ms [2021-09-24 13:24:33 main:581] : INFO : Epoch 1570 | loss: 0.0312433 | val_loss: 0.0312476 | Time: 2003.7 ms [2021-09-24 13:24:35 main:581] : INFO : Epoch 1571 | loss: 0.0312433 | val_loss: 0.031246 | Time: 2304.36 ms [2021-09-24 13:24:37 main:581] : INFO : Epoch 1572 | loss: 0.0312429 | val_loss: 0.0312464 | Time: 2238.75 ms [2021-09-24 13:24:39 main:581] : INFO : Epoch 1573 | loss: 0.0312428 | val_loss: 0.031248 | Time: 2099.38 ms [2021-09-24 13:24:41 main:581] : INFO : Epoch 1574 | loss: 0.031243 | val_loss: 0.031248 | Time: 2078.04 ms [2021-09-24 13:24:44 main:581] : INFO : Epoch 1575 | loss: 0.0312437 | val_loss: 0.0312476 | Time: 2657.51 ms [2021-09-24 13:24:46 main:581] : INFO : Epoch 1576 | loss: 0.031243 | val_loss: 0.0312473 | Time: 2294.58 ms [2021-09-24 13:24:49 main:581] : INFO : Epoch 1577 | loss: 0.0312436 | val_loss: 0.0312508 | Time: 2344.58 ms [2021-09-24 13:24:51 main:581] : INFO : Epoch 1578 | loss: 0.0312435 | val_loss: 0.0312481 | Time: 2675.78 ms [2021-09-24 13:24:54 main:581] : INFO : Epoch 1579 | loss: 0.0312428 | val_loss: 0.0312471 | Time: 2601.25 ms [2021-09-24 13:24:56 main:581] : INFO : Epoch 1580 | loss: 0.0312432 | val_loss: 0.0312464 | Time: 2316.03 ms [2021-09-24 13:24:59 main:581] : INFO : Epoch 1581 | loss: 0.0312432 | val_loss: 0.0312476 | Time: 2312.07 ms [2021-09-24 13:25:01 main:581] : INFO : Epoch 1582 | loss: 0.0312431 | val_loss: 0.0312488 | Time: 2546.11 ms [2021-09-24 13:25:04 main:581] : INFO : Epoch 1583 | loss: 0.0312447 | val_loss: 0.0312453 | Time: 2391.01 ms [2021-09-24 13:25:06 main:581] : INFO : Epoch 1584 | loss: 0.0312441 | val_loss: 0.0312473 | Time: 2179.14 ms [2021-09-24 13:25:08 main:581] : INFO : Epoch 1585 | loss: 0.0312436 | val_loss: 0.0312472 | Time: 2227.82 ms [2021-09-24 13:25:10 main:581] : INFO : Epoch 1586 | loss: 0.0312432 | val_loss: 0.0312472 | Time: 2082.95 ms [2021-09-24 13:25:12 main:581] : INFO : Epoch 1587 | loss: 0.0312437 | val_loss: 0.0312485 | Time: 2122.12 ms [2021-09-24 13:25:15 main:581] : INFO : Epoch 1588 | loss: 0.0312446 | val_loss: 0.0312465 | Time: 2337.91 ms [2021-09-24 13:25:17 main:581] : INFO : Epoch 1589 | loss: 0.0312434 | val_loss: 0.031246 | Time: 2231.01 ms [2021-09-24 13:25:19 main:581] : INFO : Epoch 1590 | loss: 0.0312431 | val_loss: 0.031247 | Time: 2211.52 ms [2021-09-24 13:25:21 main:581] : INFO : Epoch 1591 | loss: 0.0312434 | val_loss: 0.0312472 | Time: 2163.4 ms [2021-09-24 13:25:23 main:581] : INFO : Epoch 1592 | loss: 0.0312428 | val_loss: 0.0312473 | Time: 2241.64 ms [2021-09-24 13:25:25 main:581] : INFO : Epoch 1593 | loss: 0.0312436 | val_loss: 0.031251 | Time: 1932.92 ms [2021-09-24 13:25:27 main:581] : INFO : Epoch 1594 | loss: 0.0312437 | val_loss: 0.0312474 | Time: 1951.04 ms [2021-09-24 13:25:29 main:581] : INFO : Epoch 1595 | loss: 0.0312431 | val_loss: 0.0312485 | Time: 2043.87 ms [2021-09-24 13:25:31 main:581] : INFO : Epoch 1596 | loss: 0.0312431 | val_loss: 0.0312466 | Time: 2055.94 ms [2021-09-24 13:25:33 main:581] : INFO : Epoch 1597 | loss: 0.0312443 | val_loss: 0.0312501 | Time: 1970.07 ms [2021-09-24 13:25:35 main:581] : INFO : Epoch 1598 | loss: 0.0312439 | val_loss: 0.0312471 | Time: 1893.26 ms [2021-09-24 13:25:37 main:581] : INFO : Epoch 1599 | loss: 0.0312438 | val_loss: 0.0312473 | Time: 1924.88 ms [2021-09-24 13:25:39 main:581] : INFO : Epoch 1600 | loss: 0.0312432 | val_loss: 0.0312474 | Time: 1863.24 ms [2021-09-24 13:25:41 main:581] : INFO : Epoch 1601 | loss: 0.0312431 | val_loss: 0.0312466 | Time: 1906.08 ms [2021-09-24 13:25:43 main:581] : INFO : Epoch 1602 | loss: 0.0312428 | val_loss: 0.0312473 | Time: 2032.63 ms [2021-09-24 13:25:45 main:581] : INFO : Epoch 1603 | loss: 0.0312428 | val_loss: 0.0312459 | Time: 2140.31 ms [2021-09-24 13:25:47 main:581] : INFO : Epoch 1604 | loss: 0.031244 | val_loss: 0.0312478 | Time: 2301.55 ms [2021-09-24 13:25:50 main:581] : INFO : Epoch 1605 | loss: 0.0312455 | val_loss: 0.0312579 | Time: 2279.7 ms [2021-09-24 13:25:52 main:581] : INFO : Epoch 1606 | loss: 0.0312546 | val_loss: 0.0312668 | Time: 1996.84 ms [2021-09-24 13:25:54 main:581] : INFO : Epoch 1607 | loss: 0.0312569 | val_loss: 0.0312712 | Time: 2238.24 ms [2021-09-24 13:25:56 main:581] : INFO : Epoch 1608 | loss: 0.0329299 | val_loss: 0.0319281 | Time: 2101.83 ms [2021-09-24 13:25:58 main:581] : INFO : Epoch 1609 | loss: 0.0337582 | val_loss: 0.0323065 | Time: 1970.93 ms [2021-09-24 13:26:00 main:581] : INFO : Epoch 1610 | loss: 0.0316024 | val_loss: 0.0314063 | Time: 2005.3 ms [2021-09-24 13:26:02 main:581] : INFO : Epoch 1611 | loss: 0.0312941 | val_loss: 0.0312709 | Time: 1978.38 ms [2021-09-24 13:26:04 main:581] : INFO : Epoch 1612 | loss: 0.0312624 | val_loss: 0.0312592 | Time: 2013.13 ms [2021-09-24 13:26:06 main:581] : INFO : Epoch 1613 | loss: 0.0312487 | val_loss: 0.0312539 | Time: 2004.34 ms [2021-09-24 13:26:08 main:581] : INFO : Epoch 1614 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 1928.76 ms [2021-09-24 13:26:10 main:581] : INFO : Epoch 1615 | loss: 0.0312447 | val_loss: 0.0312489 | Time: 2104.14 ms [2021-09-24 13:26:12 main:581] : INFO : Epoch 1616 | loss: 0.0312445 | val_loss: 0.0312482 | Time: 2029.6 ms [2021-09-24 13:26:14 main:581] : INFO : Epoch 1617 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 1978.52 ms [2021-09-24 13:26:16 main:581] : INFO : Epoch 1618 | loss: 0.0312439 | val_loss: 0.0312479 | Time: 1908.11 ms [2021-09-24 13:26:18 main:581] : INFO : Epoch 1619 | loss: 0.0312434 | val_loss: 0.0312474 | Time: 2104.33 ms [2021-09-24 13:26:20 main:581] : INFO : Epoch 1620 | loss: 0.0312439 | val_loss: 0.0312491 | Time: 1939.33 ms [2021-09-24 13:26:22 main:581] : INFO : Epoch 1621 | loss: 0.0312437 | val_loss: 0.0312481 | Time: 1975.85 ms [2021-09-24 13:26:24 main:581] : INFO : Epoch 1622 | loss: 0.0312436 | val_loss: 0.0312477 | Time: 1872.63 ms [2021-09-24 13:26:26 main:581] : INFO : Epoch 1623 | loss: 0.0312439 | val_loss: 0.0312537 | Time: 1920.81 ms [2021-09-24 13:26:28 main:581] : INFO : Epoch 1624 | loss: 0.0312439 | val_loss: 0.0312475 | Time: 2025.22 ms [2021-09-24 13:26:30 main:581] : INFO : Epoch 1625 | loss: 0.0312434 | val_loss: 0.0312478 | Time: 1938.7 ms [2021-09-24 13:26:32 main:581] : INFO : Epoch 1626 | loss: 0.0312429 | val_loss: 0.0312482 | Time: 2044.02 ms [2021-09-24 13:26:34 main:581] : INFO : Epoch 1627 | loss: 0.0312429 | val_loss: 0.0312479 | Time: 2190.36 ms [2021-09-24 13:26:36 main:581] : INFO : Epoch 1628 | loss: 0.031243 | val_loss: 0.0312477 | Time: 2120.57 ms [2021-09-24 13:26:38 main:581] : INFO : Epoch 1629 | loss: 0.0312434 | val_loss: 0.0312481 | Time: 2076.39 ms [2021-09-24 13:26:40 main:581] : INFO : Epoch 1630 | loss: 0.0312434 | val_loss: 0.0312477 | Time: 2172.11 ms [2021-09-24 13:26:42 main:581] : INFO : Epoch 1631 | loss: 0.0312432 | val_loss: 0.0312478 | Time: 1986.97 ms [2021-09-24 13:26:44 main:581] : INFO : Epoch 1632 | loss: 0.0312428 | val_loss: 0.0312481 | Time: 2111.68 ms [2021-09-24 13:26:47 main:581] : INFO : Epoch 1633 | loss: 0.0312436 | val_loss: 0.0312511 | Time: 2060.87 ms [2021-09-24 13:26:49 main:581] : INFO : Epoch 1634 | loss: 0.0312441 | val_loss: 0.0312473 | Time: 2029.31 ms [2021-09-24 13:26:51 main:581] : INFO : Epoch 1635 | loss: 0.0312425 | val_loss: 0.0312476 | Time: 2001.55 ms [2021-09-24 13:26:53 main:581] : INFO : Epoch 1636 | loss: 0.0312427 | val_loss: 0.0312475 | Time: 2149.22 ms [2021-09-24 13:26:55 main:581] : INFO : Epoch 1637 | loss: 0.0312447 | val_loss: 0.0312475 | Time: 2219.54 ms [2021-09-24 13:26:57 main:581] : INFO : Epoch 1638 | loss: 0.0312435 | val_loss: 0.0312472 | Time: 2001.2 ms [2021-09-24 13:26:59 main:581] : INFO : Epoch 1639 | loss: 0.0312434 | val_loss: 0.0312477 | Time: 2124.31 ms [2021-09-24 13:27:01 main:581] : INFO : Epoch 1640 | loss: 0.0312443 | val_loss: 0.0312505 | Time: 2098.58 ms [2021-09-24 13:27:03 main:581] : INFO : Epoch 1641 | loss: 0.0312438 | val_loss: 0.0312483 | Time: 1922.3 ms [2021-09-24 13:27:05 main:581] : INFO : Epoch 1642 | loss: 0.0312428 | val_loss: 0.0312471 | Time: 1939.89 ms [2021-09-24 13:27:07 main:581] : INFO : Epoch 1643 | loss: 0.0312429 | val_loss: 0.0312477 | Time: 2033.57 ms [2021-09-24 13:27:09 main:581] : INFO : Epoch 1644 | loss: 0.031243 | val_loss: 0.0312475 | Time: 1978.03 ms [2021-09-24 13:27:11 main:581] : INFO : Epoch 1645 | loss: 0.0312444 | val_loss: 0.031252 | Time: 1967.11 ms [2021-09-24 13:27:13 main:581] : INFO : Epoch 1646 | loss: 0.0312449 | val_loss: 0.0312495 | Time: 1765.67 ms [2021-09-24 13:27:15 main:581] : INFO : Epoch 1647 | loss: 0.0312441 | val_loss: 0.0312511 | Time: 1934.04 ms [2021-09-24 13:27:16 main:581] : INFO : Epoch 1648 | loss: 0.0312451 | val_loss: 0.0312492 | Time: 1714.44 ms [2021-09-24 13:27:18 main:581] : INFO : Epoch 1649 | loss: 0.031243 | val_loss: 0.0312472 | Time: 1867.77 ms [2021-09-24 13:27:20 main:581] : INFO : Epoch 1650 | loss: 0.0312427 | val_loss: 0.0312476 | Time: 1830.3 ms [2021-09-24 13:27:22 main:581] : INFO : Epoch 1651 | loss: 0.0312432 | val_loss: 0.0312483 | Time: 1832.62 ms [2021-09-24 13:27:24 main:581] : INFO : Epoch 1652 | loss: 0.0312431 | val_loss: 0.0312497 | Time: 2086.53 ms [2021-09-24 13:27:26 main:581] : INFO : Epoch 1653 | loss: 0.0312438 | val_loss: 0.0312474 | Time: 2222.23 ms [2021-09-24 13:27:28 main:581] : INFO : Epoch 1654 | loss: 0.0312434 | val_loss: 0.0312491 | Time: 2167.74 ms [2021-09-24 13:27:31 main:581] : INFO : Epoch 1655 | loss: 0.0312425 | val_loss: 0.0312478 | Time: 2204.21 ms [2021-09-24 13:27:33 main:581] : INFO : Epoch 1656 | loss: 0.0312426 | val_loss: 0.0312475 | Time: 2183.64 ms [2021-09-24 13:27:35 main:581] : INFO : Epoch 1657 | loss: 0.0312424 | val_loss: 0.0312474 | Time: 2387.32 ms [2021-09-24 13:27:38 main:581] : INFO : Epoch 1658 | loss: 0.0312426 | val_loss: 0.0312478 | Time: 2394.35 ms [2021-09-24 13:27:40 main:581] : INFO : Epoch 1659 | loss: 0.0312425 | val_loss: 0.0312475 | Time: 1966.02 ms [2021-09-24 13:27:42 main:581] : INFO : Epoch 1660 | loss: 0.0312431 | val_loss: 0.0312476 | Time: 2373.87 ms [2021-09-24 13:27:44 main:581] : INFO : Epoch 1661 | loss: 0.0312439 | val_loss: 0.0312491 | Time: 2059.16 ms [2021-09-24 13:27:47 main:581] : INFO : Epoch 1662 | loss: 0.031244 | val_loss: 0.0312485 | Time: 2496.82 ms [2021-09-24 13:27:49 main:581] : INFO : Epoch 1663 | loss: 0.0312434 | val_loss: 0.0312482 | Time: 2323.53 ms [2021-09-24 13:27:51 main:581] : INFO : Epoch 1664 | loss: 0.0312428 | val_loss: 0.031248 | Time: 2216.94 ms [2021-09-24 13:27:54 main:581] : INFO : Epoch 1665 | loss: 0.0312434 | val_loss: 0.0312482 | Time: 2452.91 ms [2021-09-24 13:27:56 main:581] : INFO : Epoch 1666 | loss: 0.0312429 | val_loss: 0.0312479 | Time: 2329.48 ms [2021-09-24 13:27:58 main:581] : INFO : Epoch 1667 | loss: 0.0312427 | val_loss: 0.0312474 | Time: 2044.17 ms [2021-09-24 13:28:00 main:581] : INFO : Epoch 1668 | loss: 0.0312425 | val_loss: 0.0312477 | Time: 1970.55 ms [2021-09-24 13:28:02 main:581] : INFO : Epoch 1669 | loss: 0.0312426 | val_loss: 0.0312474 | Time: 1886.67 ms [2021-09-24 13:28:04 main:581] : INFO : Epoch 1670 | loss: 0.0312435 | val_loss: 0.0312479 | Time: 1867.29 ms [2021-09-24 13:28:06 main:581] : INFO : Epoch 1671 | loss: 0.0312437 | val_loss: 0.0312483 | Time: 2284.65 ms [2021-09-24 13:28:08 main:581] : INFO : Epoch 1672 | loss: 0.0312439 | val_loss: 0.03125 | Time: 2091.56 ms [2021-09-24 13:28:10 main:581] : INFO : Epoch 1673 | loss: 0.0312437 | val_loss: 0.0312474 | Time: 2103.83 ms [2021-09-24 13:28:12 main:581] : INFO : Epoch 1674 | loss: 0.0312428 | val_loss: 0.0312475 | Time: 2382.77 ms [2021-09-24 13:28:15 main:581] : INFO : Epoch 1675 | loss: 0.0312432 | val_loss: 0.0312474 | Time: 2520.69 ms [2021-09-24 13:28:17 main:581] : INFO : Epoch 1676 | loss: 0.0312431 | val_loss: 0.0312474 | Time: 2111.53 ms [2021-09-24 13:28:19 main:581] : INFO : Epoch 1677 | loss: 0.0312426 | val_loss: 0.031248 | Time: 2122.5 ms [2021-09-24 13:28:22 main:581] : INFO : Epoch 1678 | loss: 0.0312429 | val_loss: 0.0312492 | Time: 2330.6 ms [2021-09-24 13:28:24 main:581] : INFO : Epoch 1679 | loss: 0.0312439 | val_loss: 0.0312479 | Time: 2061.29 ms [2021-09-24 13:28:26 main:581] : INFO : Epoch 1680 | loss: 0.0312434 | val_loss: 0.0312477 | Time: 2289.5 ms [2021-09-24 13:28:28 main:581] : INFO : Epoch 1681 | loss: 0.0312431 | val_loss: 0.0312472 | Time: 2047.49 ms [2021-09-24 13:28:30 main:581] : INFO : Epoch 1682 | loss: 0.0312426 | val_loss: 0.0312478 | Time: 2011.59 ms [2021-09-24 13:28:32 main:581] : INFO : Epoch 1683 | loss: 0.0312429 | val_loss: 0.0312495 | Time: 2029.81 ms [2021-09-24 13:28:34 main:581] : INFO : Epoch 1684 | loss: 0.0312429 | val_loss: 0.0312473 | Time: 2037.87 ms [2021-09-24 13:28:36 main:581] : INFO : Epoch 1685 | loss: 0.0312427 | val_loss: 0.0312478 | Time: 2083.92 ms [2021-09-24 13:28:38 main:581] : INFO : Epoch 1686 | loss: 0.0312427 | val_loss: 0.0312473 | Time: 1937.54 ms [2021-09-24 13:28:40 main:581] : INFO : Epoch 1687 | loss: 0.0312428 | val_loss: 0.0312482 | Time: 2091.49 ms [2021-09-24 13:28:42 main:581] : INFO : Epoch 1688 | loss: 0.0312431 | val_loss: 0.0312472 | Time: 1936.3 ms [2021-09-24 13:28:44 main:581] : INFO : Epoch 1689 | loss: 0.0312428 | val_loss: 0.0312478 | Time: 2118.82 ms [2021-09-24 13:28:46 main:581] : INFO : Epoch 1690 | loss: 0.0312426 | val_loss: 0.0312477 | Time: 2047.38 ms [2021-09-24 13:28:48 main:581] : INFO : Epoch 1691 | loss: 0.0312436 | val_loss: 0.0312496 | Time: 1966.92 ms [2021-09-24 13:28:50 main:581] : INFO : Epoch 1692 | loss: 0.0312432 | val_loss: 0.031251 | Time: 1968.05 ms [2021-09-24 13:28:52 main:581] : INFO : Epoch 1693 | loss: 0.0312446 | val_loss: 0.0312506 | Time: 1987.45 ms [2021-09-24 13:28:54 main:581] : INFO : Epoch 1694 | loss: 0.0312433 | val_loss: 0.0312484 | Time: 1927.39 ms [2021-09-24 13:28:56 main:581] : INFO : Epoch 1695 | loss: 0.0312429 | val_loss: 0.0312475 | Time: 2207.72 ms [2021-09-24 13:28:58 main:581] : INFO : Epoch 1696 | loss: 0.0312434 | val_loss: 0.0312501 | Time: 1930.86 ms [2021-09-24 13:29:00 main:581] : INFO : Epoch 1697 | loss: 0.0312438 | val_loss: 0.0312477 | Time: 1971.93 ms [2021-09-24 13:29:02 main:581] : INFO : Epoch 1698 | loss: 0.0312427 | val_loss: 0.0312497 | Time: 1947.55 ms [2021-09-24 13:29:04 main:581] : INFO : Epoch 1699 | loss: 0.0312431 | val_loss: 0.0312476 | Time: 2222.5 ms [2021-09-24 13:29:06 main:581] : INFO : Epoch 1700 | loss: 0.0312437 | val_loss: 0.0312526 | Time: 2008.32 ms [2021-09-24 13:29:09 main:581] : INFO : Epoch 1701 | loss: 0.0312451 | val_loss: 0.0312506 | Time: 2146.47 ms [2021-09-24 13:29:10 main:581] : INFO : Epoch 1702 | loss: 0.0312454 | val_loss: 0.0312608 | Time: 1915.94 ms [2021-09-24 13:29:13 main:581] : INFO : Epoch 1703 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 2124.03 ms [2021-09-24 13:29:15 main:581] : INFO : Epoch 1704 | loss: 0.0312427 | val_loss: 0.0312473 | Time: 2161.83 ms [2021-09-24 13:29:17 main:581] : INFO : Epoch 1705 | loss: 0.0312429 | val_loss: 0.0312491 | Time: 2208.54 ms [2021-09-24 13:29:19 main:581] : INFO : Epoch 1706 | loss: 0.0312427 | val_loss: 0.031247 | Time: 1933.66 ms [2021-09-24 13:29:21 main:581] : INFO : Epoch 1707 | loss: 0.0312425 | val_loss: 0.0312475 | Time: 2126.22 ms [2021-09-24 13:29:23 main:581] : INFO : Epoch 1708 | loss: 0.0312424 | val_loss: 0.0312496 | Time: 2092.55 ms [2021-09-24 13:29:25 main:581] : INFO : Epoch 1709 | loss: 0.0312441 | val_loss: 0.0312497 | Time: 1847.63 ms [2021-09-24 13:29:27 main:581] : INFO : Epoch 1710 | loss: 0.0312432 | val_loss: 0.0312473 | Time: 1801.97 ms [2021-09-24 13:29:29 main:581] : INFO : Epoch 1711 | loss: 0.0312427 | val_loss: 0.0312473 | Time: 1781.01 ms [2021-09-24 13:29:30 main:581] : INFO : Epoch 1712 | loss: 0.0312426 | val_loss: 0.0312486 | Time: 1807.98 ms [2021-09-24 13:29:32 main:581] : INFO : Epoch 1713 | loss: 0.0312428 | val_loss: 0.0312472 | Time: 1864.92 ms [2021-09-24 13:29:34 main:581] : INFO : Epoch 1714 | loss: 0.0312427 | val_loss: 0.0312479 | Time: 2009.76 ms [2021-09-24 13:29:36 main:581] : INFO : Epoch 1715 | loss: 0.0312428 | val_loss: 0.0312477 | Time: 2039.87 ms [2021-09-24 13:29:38 main:581] : INFO : Epoch 1716 | loss: 0.0312424 | val_loss: 0.0312471 | Time: 1964.07 ms [2021-09-24 13:29:40 main:581] : INFO : Epoch 1717 | loss: 0.0312425 | val_loss: 0.0312481 | Time: 2072.13 ms [2021-09-24 13:29:42 main:581] : INFO : Epoch 1718 | loss: 0.0312427 | val_loss: 0.031248 | Time: 2087.53 ms [2021-09-24 13:29:44 main:581] : INFO : Epoch 1719 | loss: 0.0312428 | val_loss: 0.0312473 | Time: 2016.87 ms [2021-09-24 13:29:47 main:581] : INFO : Epoch 1720 | loss: 0.031243 | val_loss: 0.031248 | Time: 2139.16 ms [2021-09-24 13:29:48 main:581] : INFO : Epoch 1721 | loss: 0.0312432 | val_loss: 0.0312477 | Time: 1909.66 ms [2021-09-24 13:29:50 main:581] : INFO : Epoch 1722 | loss: 0.031244 | val_loss: 0.0312469 | Time: 2006.69 ms [2021-09-24 13:29:53 main:581] : INFO : Epoch 1723 | loss: 0.0312444 | val_loss: 0.0312472 | Time: 2055.16 ms [2021-09-24 13:29:55 main:581] : INFO : Epoch 1724 | loss: 0.0312428 | val_loss: 0.0312472 | Time: 2012.76 ms [2021-09-24 13:29:56 main:581] : INFO : Epoch 1725 | loss: 0.0312437 | val_loss: 0.0312505 | Time: 1939.59 ms [2021-09-24 13:29:58 main:581] : INFO : Epoch 1726 | loss: 0.0312433 | val_loss: 0.0312473 | Time: 1954.77 ms [2021-09-24 13:30:00 main:581] : INFO : Epoch 1727 | loss: 0.0312427 | val_loss: 0.0312474 | Time: 2068.26 ms [2021-09-24 13:30:03 main:581] : INFO : Epoch 1728 | loss: 0.0312431 | val_loss: 0.0312477 | Time: 2172.6 ms [2021-09-24 13:30:05 main:581] : INFO : Epoch 1729 | loss: 0.0312425 | val_loss: 0.0312476 | Time: 2012.39 ms [2021-09-24 13:30:07 main:581] : INFO : Epoch 1730 | loss: 0.0312428 | val_loss: 0.0312472 | Time: 2037.56 ms [2021-09-24 13:30:09 main:581] : INFO : Epoch 1731 | loss: 0.0312426 | val_loss: 0.0312483 | Time: 1947.32 ms [2021-09-24 13:30:11 main:581] : INFO : Epoch 1732 | loss: 0.0312427 | val_loss: 0.0312477 | Time: 2163.93 ms [2021-09-24 13:30:13 main:581] : INFO : Epoch 1733 | loss: 0.0312428 | val_loss: 0.0312493 | Time: 1930.01 ms [2021-09-24 13:30:15 main:581] : INFO : Epoch 1734 | loss: 0.0312437 | val_loss: 0.0312478 | Time: 1996.17 ms [2021-09-24 13:30:17 main:581] : INFO : Epoch 1735 | loss: 0.0312433 | val_loss: 0.0312475 | Time: 1836.32 ms [2021-09-24 13:30:18 main:581] : INFO : Epoch 1736 | loss: 0.0312428 | val_loss: 0.0312473 | Time: 1900.51 ms [2021-09-24 13:30:20 main:581] : INFO : Epoch 1737 | loss: 0.0312428 | val_loss: 0.031248 | Time: 1980.81 ms [2021-09-24 13:30:22 main:581] : INFO : Epoch 1738 | loss: 0.0312434 | val_loss: 0.0312471 | Time: 2012.98 ms [2021-09-24 13:30:25 main:581] : INFO : Epoch 1739 | loss: 0.0312432 | val_loss: 0.0312474 | Time: 2279.09 ms [2021-09-24 13:30:27 main:581] : INFO : Epoch 1740 | loss: 0.0312431 | val_loss: 0.0312523 | Time: 2182.83 ms [2021-09-24 13:30:29 main:581] : INFO : Epoch 1741 | loss: 0.0312431 | val_loss: 0.0312482 | Time: 2294.11 ms [2021-09-24 13:30:31 main:581] : INFO : Epoch 1742 | loss: 0.0312434 | val_loss: 0.0312507 | Time: 2128.98 ms [2021-09-24 13:30:33 main:581] : INFO : Epoch 1743 | loss: 0.031243 | val_loss: 0.0312486 | Time: 2081.74 ms [2021-09-24 13:30:36 main:581] : INFO : Epoch 1744 | loss: 0.0312431 | val_loss: 0.031248 | Time: 2175.38 ms [2021-09-24 13:30:38 main:581] : INFO : Epoch 1745 | loss: 0.0312429 | val_loss: 0.0312495 | Time: 1923.05 ms [2021-09-24 13:30:40 main:581] : INFO : Epoch 1746 | loss: 0.0312431 | val_loss: 0.0312473 | Time: 2052.93 ms [2021-09-24 13:30:42 main:581] : INFO : Epoch 1747 | loss: 0.0312426 | val_loss: 0.0312478 | Time: 2290.24 ms [2021-09-24 13:30:44 main:581] : INFO : Epoch 1748 | loss: 0.031243 | val_loss: 0.0312477 | Time: 2103.45 ms [2021-09-24 13:30:46 main:581] : INFO : Epoch 1749 | loss: 0.0312428 | val_loss: 0.0312477 | Time: 2442.55 ms [2021-09-24 13:30:49 main:581] : INFO : Epoch 1750 | loss: 0.0312426 | val_loss: 0.0312477 | Time: 2235.63 ms [2021-09-24 13:30:51 main:581] : INFO : Epoch 1751 | loss: 0.0312426 | val_loss: 0.0312507 | Time: 1999.63 ms [2021-09-24 13:30:53 main:581] : INFO : Epoch 1752 | loss: 0.0312431 | val_loss: 0.031248 | Time: 2621.22 ms [2021-09-24 13:30:56 main:581] : INFO : Epoch 1753 | loss: 0.0312435 | val_loss: 0.0312488 | Time: 2243.67 ms [2021-09-24 13:30:58 main:581] : INFO : Epoch 1754 | loss: 0.0312432 | val_loss: 0.0312491 | Time: 2166 ms [2021-09-24 13:31:00 main:581] : INFO : Epoch 1755 | loss: 0.0312437 | val_loss: 0.0312487 | Time: 2036.07 ms [2021-09-24 13:31:02 main:581] : INFO : Epoch 1756 | loss: 0.0312435 | val_loss: 0.0312475 | Time: 2218.71 ms [2021-09-24 13:31:04 main:581] : INFO : Epoch 1757 | loss: 0.0312428 | val_loss: 0.0312476 | Time: 2102.43 ms [2021-09-24 13:31:06 main:581] : INFO : Epoch 1758 | loss: 0.031243 | val_loss: 0.0312476 | Time: 2178.71 ms [2021-09-24 13:31:08 main:581] : INFO : Epoch 1759 | loss: 0.0312424 | val_loss: 0.031249 | Time: 2156.98 ms [2021-09-24 13:31:10 main:581] : INFO : Epoch 1760 | loss: 0.0312428 | val_loss: 0.0312475 | Time: 1998.05 ms [2021-09-24 13:31:13 main:581] : INFO : Epoch 1761 | loss: 0.0312442 | val_loss: 0.0312484 | Time: 2109.11 ms [2021-09-24 13:31:15 main:581] : INFO : Epoch 1762 | loss: 0.0312432 | val_loss: 0.0312474 | Time: 2406.56 ms [2021-09-24 13:31:17 main:581] : INFO : Epoch 1763 | loss: 0.0312427 | val_loss: 0.0312494 | Time: 1977.76 ms [2021-09-24 13:31:19 main:581] : INFO : Epoch 1764 | loss: 0.031243 | val_loss: 0.0312472 | Time: 2346.54 ms [2021-09-24 13:31:21 main:581] : INFO : Epoch 1765 | loss: 0.0312433 | val_loss: 0.0312479 | Time: 1994.1 ms [2021-09-24 13:31:23 main:581] : INFO : Epoch 1766 | loss: 0.0312431 | val_loss: 0.0312481 | Time: 2110.89 ms [2021-09-24 13:31:25 main:581] : INFO : Epoch 1767 | loss: 0.0312429 | val_loss: 0.031248 | Time: 1925.6 ms [2021-09-24 13:31:27 main:581] : INFO : Epoch 1768 | loss: 0.0312429 | val_loss: 0.0312494 | Time: 1999.61 ms [2021-09-24 13:31:29 main:581] : INFO : Epoch 1769 | loss: 0.0312426 | val_loss: 0.0312472 | Time: 1975.32 ms [2021-09-24 13:31:31 main:581] : INFO : Epoch 1770 | loss: 0.0312427 | val_loss: 0.0312476 | Time: 1981.67 ms [2021-09-24 13:31:33 main:581] : INFO : Epoch 1771 | loss: 0.0312426 | val_loss: 0.0312503 | Time: 2003.08 ms [2021-09-24 13:31:35 main:581] : INFO : Epoch 1772 | loss: 0.031243 | val_loss: 0.031247 | Time: 1972.85 ms [2021-09-24 13:31:37 main:581] : INFO : Epoch 1773 | loss: 0.0312424 | val_loss: 0.0312483 | Time: 1963.09 ms [2021-09-24 13:31:39 main:581] : INFO : Epoch 1774 | loss: 0.0312425 | val_loss: 0.0312475 | Time: 1958.6 ms [2021-09-24 13:31:41 main:581] : INFO : Epoch 1775 | loss: 0.0312429 | val_loss: 0.0312471 | Time: 1970.17 ms [2021-09-24 13:31:43 main:581] : INFO : Epoch 1776 | loss: 0.0312428 | val_loss: 0.0312482 | Time: 2124.09 ms [2021-09-24 13:31:45 main:581] : INFO : Epoch 1777 | loss: 0.0312431 | val_loss: 0.0312482 | Time: 2016.32 ms [2021-09-24 13:31:47 main:581] : INFO : Epoch 1778 | loss: 0.0312429 | val_loss: 0.0312481 | Time: 1957.16 ms [2021-09-24 13:31:49 main:581] : INFO : Epoch 1779 | loss: 0.0312436 | val_loss: 0.0312476 | Time: 1919.28 ms [2021-09-24 13:31:51 main:581] : INFO : Epoch 1780 | loss: 0.0312427 | val_loss: 0.031248 | Time: 1644.86 ms [2021-09-24 13:31:53 main:581] : INFO : Epoch 1781 | loss: 0.0312435 | val_loss: 0.031247 | Time: 1905.47 ms [2021-09-24 13:31:55 main:581] : INFO : Epoch 1782 | loss: 0.0312431 | val_loss: 0.0312483 | Time: 1821.07 ms [2021-09-24 13:31:56 main:581] : INFO : Epoch 1783 | loss: 0.031243 | val_loss: 0.0312482 | Time: 1832.82 ms [2021-09-24 13:31:58 main:581] : INFO : Epoch 1784 | loss: 0.0312426 | val_loss: 0.0312475 | Time: 1928.46 ms [2021-09-24 13:32:00 main:581] : INFO : Epoch 1785 | loss: 0.0312425 | val_loss: 0.0312479 | Time: 1724.51 ms [2021-09-24 13:32:02 main:581] : INFO : Epoch 1786 | loss: 0.0312426 | val_loss: 0.031247 | Time: 1986.9 ms [2021-09-24 13:32:04 main:581] : INFO : Epoch 1787 | loss: 0.0312432 | val_loss: 0.0312475 | Time: 2154.62 ms [2021-09-24 13:32:06 main:581] : INFO : Epoch 1788 | loss: 0.0312428 | val_loss: 0.0312482 | Time: 1779.25 ms [2021-09-24 13:32:08 main:581] : INFO : Epoch 1789 | loss: 0.0312434 | val_loss: 0.0312476 | Time: 2289.63 ms [2021-09-24 13:32:10 main:581] : INFO : Epoch 1790 | loss: 0.0312424 | val_loss: 0.0312472 | Time: 2115.1 ms [2021-09-24 13:32:12 main:581] : INFO : Epoch 1791 | loss: 0.0312432 | val_loss: 0.0312499 | Time: 1966.35 ms [2021-09-24 13:32:14 main:581] : INFO : Epoch 1792 | loss: 0.0312428 | val_loss: 0.0312483 | Time: 2054.81 ms [2021-09-24 13:32:16 main:581] : INFO : Epoch 1793 | loss: 0.0312427 | val_loss: 0.0312473 | Time: 2071.89 ms [2021-09-24 13:32:18 main:581] : INFO : Epoch 1794 | loss: 0.0312435 | val_loss: 0.0312483 | Time: 2011.13 ms [2021-09-24 13:32:21 main:581] : INFO : Epoch 1795 | loss: 0.0312434 | val_loss: 0.0312477 | Time: 2271.35 ms [2021-09-24 13:32:23 main:581] : INFO : Epoch 1796 | loss: 0.0312424 | val_loss: 0.0312487 | Time: 1928.77 ms [2021-09-24 13:32:25 main:581] : INFO : Epoch 1797 | loss: 0.0312444 | val_loss: 0.0312511 | Time: 1894.93 ms [2021-09-24 13:32:26 main:581] : INFO : Epoch 1798 | loss: 0.0312432 | val_loss: 0.0312487 | Time: 1846.07 ms [2021-09-24 13:32:28 main:581] : INFO : Epoch 1799 | loss: 0.0312433 | val_loss: 0.0312477 | Time: 1979.96 ms [2021-09-24 13:32:30 main:581] : INFO : Epoch 1800 | loss: 0.0312429 | val_loss: 0.0312481 | Time: 1839.71 ms [2021-09-24 13:32:32 main:581] : INFO : Epoch 1801 | loss: 0.0312433 | val_loss: 0.0312516 | Time: 2202.77 ms [2021-09-24 13:32:34 main:581] : INFO : Epoch 1802 | loss: 0.0312452 | val_loss: 0.03125 | Time: 2029.51 ms [2021-09-24 13:32:36 main:581] : INFO : Epoch 1803 | loss: 0.0312438 | val_loss: 0.0312481 | Time: 1981.27 ms [2021-09-24 13:32:38 main:581] : INFO : Epoch 1804 | loss: 0.0312432 | val_loss: 0.0312483 | Time: 2046.11 ms [2021-09-24 13:32:40 main:581] : INFO : Epoch 1805 | loss: 0.0312432 | val_loss: 0.0312485 | Time: 1934.03 ms [2021-09-24 13:32:43 main:581] : INFO : Epoch 1806 | loss: 0.0312431 | val_loss: 0.0312493 | Time: 2291.56 ms [2021-09-24 13:32:45 main:581] : INFO : Epoch 1807 | loss: 0.0312442 | val_loss: 0.031251 | Time: 2232.71 ms [2021-09-24 13:32:47 main:581] : INFO : Epoch 1808 | loss: 0.0312438 | val_loss: 0.0312484 | Time: 1908.32 ms [2021-09-24 13:32:49 main:581] : INFO : Epoch 1809 | loss: 0.0312428 | val_loss: 0.0312473 | Time: 2084.26 ms [2021-09-24 13:32:51 main:581] : INFO : Epoch 1810 | loss: 0.0312426 | val_loss: 0.0312487 | Time: 1948.7 ms [2021-09-24 13:32:53 main:581] : INFO : Epoch 1811 | loss: 0.0312427 | val_loss: 0.0312483 | Time: 2047.76 ms [2021-09-24 13:32:55 main:581] : INFO : Epoch 1812 | loss: 0.0312426 | val_loss: 0.0312473 | Time: 2135.51 ms [2021-09-24 13:32:57 main:581] : INFO : Epoch 1813 | loss: 0.0312427 | val_loss: 0.0312475 | Time: 1976.69 ms [2021-09-24 13:32:59 main:581] : INFO : Epoch 1814 | loss: 0.0312431 | val_loss: 0.0312478 | Time: 2106.2 ms [2021-09-24 13:33:01 main:581] : INFO : Epoch 1815 | loss: 0.0312433 | val_loss: 0.0312495 | Time: 2108.41 ms [2021-09-24 13:33:03 main:581] : INFO : Epoch 1816 | loss: 0.0312425 | val_loss: 0.0312478 | Time: 2101.22 ms [2021-09-24 13:33:05 main:581] : INFO : Epoch 1817 | loss: 0.0312428 | val_loss: 0.0312479 | Time: 1996.14 ms [2021-09-24 13:33:07 main:581] : INFO : Epoch 1818 | loss: 0.0312426 | val_loss: 0.0312483 | Time: 2054.5 ms [2021-09-24 13:33:10 main:581] : INFO : Epoch 1819 | loss: 0.0312426 | val_loss: 0.0312474 | Time: 2395.68 ms [2021-09-24 13:33:12 main:581] : INFO : Epoch 1820 | loss: 0.0312429 | val_loss: 0.0312481 | Time: 2099.51 ms [2021-09-24 13:33:14 main:581] : INFO : Epoch 1821 | loss: 0.0312429 | val_loss: 0.0312476 | Time: 2235.2 ms [2021-09-24 13:33:16 main:581] : INFO : Epoch 1822 | loss: 0.0312429 | val_loss: 0.0312475 | Time: 2136.25 ms [2021-09-24 13:33:18 main:581] : INFO : Epoch 1823 | loss: 0.0312431 | val_loss: 0.0312476 | Time: 2097.39 ms [2021-09-24 13:33:21 main:581] : INFO : Epoch 1824 | loss: 0.0312426 | val_loss: 0.0312482 | Time: 2223.62 ms [2021-09-24 13:33:23 main:581] : INFO : Epoch 1825 | loss: 0.0312426 | val_loss: 0.0312477 | Time: 2308.71 ms [2021-09-24 13:33:25 main:581] : INFO : Epoch 1826 | loss: 0.0312426 | val_loss: 0.0312485 | Time: 2254.08 ms [2021-09-24 13:33:27 main:581] : INFO : Epoch 1827 | loss: 0.0312432 | val_loss: 0.0312473 | Time: 2179.67 ms [2021-09-24 13:33:30 main:581] : INFO : Epoch 1828 | loss: 0.0312432 | val_loss: 0.0312479 | Time: 2284.55 ms [2021-09-24 13:33:32 main:581] : INFO : Epoch 1829 | loss: 0.0312428 | val_loss: 0.0312482 | Time: 2222.64 ms [2021-09-24 13:33:34 main:581] : INFO : Epoch 1830 | loss: 0.0312426 | val_loss: 0.0312482 | Time: 2062.82 ms [2021-09-24 13:33:36 main:581] : INFO : Epoch 1831 | loss: 0.0312428 | val_loss: 0.0312476 | Time: 2128.05 ms [2021-09-24 13:33:38 main:581] : INFO : Epoch 1832 | loss: 0.0312427 | val_loss: 0.0312473 | Time: 2393.71 ms [2021-09-24 13:33:41 main:581] : INFO : Epoch 1833 | loss: 0.0312442 | val_loss: 0.0312482 | Time: 2091.93 ms [2021-09-24 13:33:43 main:581] : INFO : Epoch 1834 | loss: 0.0312434 | val_loss: 0.0312475 | Time: 2063.06 ms [2021-09-24 13:33:45 main:581] : INFO : Epoch 1835 | loss: 0.0312428 | val_loss: 0.0312467 | Time: 2027.72 ms [2021-09-24 13:33:47 main:581] : INFO : Epoch 1836 | loss: 0.0312435 | val_loss: 0.0312482 | Time: 2141.17 ms [2021-09-24 13:33:49 main:581] : INFO : Epoch 1837 | loss: 0.0312428 | val_loss: 0.0312476 | Time: 2187.17 ms [2021-09-24 13:33:51 main:581] : INFO : Epoch 1838 | loss: 0.031243 | val_loss: 0.0312474 | Time: 2329.8 ms [2021-09-24 13:33:53 main:581] : INFO : Epoch 1839 | loss: 0.0312442 | val_loss: 0.0312468 | Time: 2055.4 ms [2021-09-24 13:33:55 main:581] : INFO : Epoch 1840 | loss: 0.0312445 | val_loss: 0.0312497 | Time: 2023.06 ms [2021-09-24 13:33:57 main:581] : INFO : Epoch 1841 | loss: 0.0312432 | val_loss: 0.0312473 | Time: 2032.79 ms [2021-09-24 13:34:00 main:581] : INFO : Epoch 1842 | loss: 0.0312438 | val_loss: 0.031247 | Time: 2311.39 ms [2021-09-24 13:34:02 main:581] : INFO : Epoch 1843 | loss: 0.0312443 | val_loss: 0.0312485 | Time: 2061.97 ms [2021-09-24 13:34:04 main:581] : INFO : Epoch 1844 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 2113.3 ms [2021-09-24 13:34:06 main:581] : INFO : Epoch 1845 | loss: 0.0312449 | val_loss: 0.0312482 | Time: 2142.47 ms [2021-09-24 13:34:08 main:581] : INFO : Epoch 1846 | loss: 0.0312432 | val_loss: 0.0312476 | Time: 2003.56 ms [2021-09-24 13:34:10 main:581] : INFO : Epoch 1847 | loss: 0.0312439 | val_loss: 0.0312487 | Time: 2091.36 ms [2021-09-24 13:34:12 main:581] : INFO : Epoch 1848 | loss: 0.0312438 | val_loss: 0.0312471 | Time: 1900.9 ms [2021-09-24 13:34:14 main:581] : INFO : Epoch 1849 | loss: 0.0312434 | val_loss: 0.0312474 | Time: 1939.65 ms [2021-09-24 13:34:16 main:581] : INFO : Epoch 1850 | loss: 0.0312429 | val_loss: 0.0312488 | Time: 1958.56 ms [2021-09-24 13:34:18 main:581] : INFO : Epoch 1851 | loss: 0.0312427 | val_loss: 0.0312486 | Time: 1825.9 ms [2021-09-24 13:34:20 main:581] : INFO : Epoch 1852 | loss: 0.0312436 | val_loss: 0.0312458 | Time: 2066.67 ms [2021-09-24 13:34:22 main:581] : INFO : Epoch 1853 | loss: 0.0312426 | val_loss: 0.0312485 | Time: 1948.5 ms [2021-09-24 13:34:24 main:581] : INFO : Epoch 1854 | loss: 0.0312429 | val_loss: 0.0312467 | Time: 1804.92 ms [2021-09-24 13:34:25 main:581] : INFO : Epoch 1855 | loss: 0.031243 | val_loss: 0.0312483 | Time: 1890.43 ms [2021-09-24 13:34:28 main:581] : INFO : Epoch 1856 | loss: 0.0312428 | val_loss: 0.0312465 | Time: 2078.64 ms [2021-09-24 13:34:30 main:581] : INFO : Epoch 1857 | loss: 0.0312425 | val_loss: 0.0312506 | Time: 2064.84 ms [2021-09-24 13:34:32 main:581] : INFO : Epoch 1858 | loss: 0.0312434 | val_loss: 0.0312483 | Time: 2101.46 ms [2021-09-24 13:34:34 main:581] : INFO : Epoch 1859 | loss: 0.0312431 | val_loss: 0.0312487 | Time: 1886.7 ms [2021-09-24 13:34:36 main:581] : INFO : Epoch 1860 | loss: 0.0312435 | val_loss: 0.031247 | Time: 2208.72 ms [2021-09-24 13:34:38 main:581] : INFO : Epoch 1861 | loss: 0.0312427 | val_loss: 0.0312482 | Time: 2115.22 ms [2021-09-24 13:34:40 main:581] : INFO : Epoch 1862 | loss: 0.0312431 | val_loss: 0.0312509 | Time: 2010.58 ms [2021-09-24 13:34:42 main:581] : INFO : Epoch 1863 | loss: 0.0312457 | val_loss: 0.0312505 | Time: 2045.71 ms [2021-09-24 13:34:44 main:581] : INFO : Epoch 1864 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 2033.26 ms [2021-09-24 13:34:46 main:581] : INFO : Epoch 1865 | loss: 0.0312444 | val_loss: 0.0312487 | Time: 1974.65 ms [2021-09-24 13:34:48 main:581] : INFO : Epoch 1866 | loss: 0.0312435 | val_loss: 0.0312462 | Time: 1964.55 ms [2021-09-24 13:34:50 main:581] : INFO : Epoch 1867 | loss: 0.0312425 | val_loss: 0.0312491 | Time: 1962.27 ms [2021-09-24 13:34:52 main:581] : INFO : Epoch 1868 | loss: 0.0312428 | val_loss: 0.031247 | Time: 1989.01 ms [2021-09-24 13:34:54 main:581] : INFO : Epoch 1869 | loss: 0.0312433 | val_loss: 0.0312474 | Time: 1933.03 ms [2021-09-24 13:34:56 main:581] : INFO : Epoch 1870 | loss: 0.0312433 | val_loss: 0.0312471 | Time: 1843 ms [2021-09-24 13:34:58 main:581] : INFO : Epoch 1871 | loss: 0.0312435 | val_loss: 0.0312496 | Time: 1892.63 ms [2021-09-24 13:35:00 main:581] : INFO : Epoch 1872 | loss: 0.0312444 | val_loss: 0.0312474 | Time: 1992.41 ms [2021-09-24 13:35:02 main:581] : INFO : Epoch 1873 | loss: 0.0312439 | val_loss: 0.0312483 | Time: 1999.27 ms [2021-09-24 13:35:03 main:581] : INFO : Epoch 1874 | loss: 0.0312431 | val_loss: 0.0312485 | Time: 1925.15 ms [2021-09-24 13:35:05 main:581] : INFO : Epoch 1875 | loss: 0.0312428 | val_loss: 0.031248 | Time: 1739.4 ms [2021-09-24 13:35:07 main:581] : INFO : Epoch 1876 | loss: 0.0312432 | val_loss: 0.0312486 | Time: 1849.04 ms [2021-09-24 13:35:09 main:581] : INFO : Epoch 1877 | loss: 0.0312451 | val_loss: 0.0312473 | Time: 2126.66 ms [2021-09-24 13:35:11 main:581] : INFO : Epoch 1878 | loss: 0.0312437 | val_loss: 0.0312505 | Time: 1877.95 ms [2021-09-24 13:35:13 main:581] : INFO : Epoch 1879 | loss: 0.0312427 | val_loss: 0.0312487 | Time: 1884.41 ms [2021-09-24 13:35:15 main:581] : INFO : Epoch 1880 | loss: 0.0312427 | val_loss: 0.0312466 | Time: 2127.32 ms [2021-09-24 13:35:17 main:581] : INFO : Epoch 1881 | loss: 0.0312431 | val_loss: 0.0312498 | Time: 2111.7 ms [2021-09-24 13:35:19 main:581] : INFO : Epoch 1882 | loss: 0.031243 | val_loss: 0.0312474 | Time: 2147.92 ms [2021-09-24 13:35:22 main:581] : INFO : Epoch 1883 | loss: 0.031243 | val_loss: 0.0312478 | Time: 2289.31 ms [2021-09-24 13:35:24 main:581] : INFO : Epoch 1884 | loss: 0.0312432 | val_loss: 0.0312486 | Time: 2041.63 ms [2021-09-24 13:35:26 main:581] : INFO : Epoch 1885 | loss: 0.0312429 | val_loss: 0.0312471 | Time: 2045.98 ms [2021-09-24 13:35:28 main:581] : INFO : Epoch 1886 | loss: 0.0312433 | val_loss: 0.0312496 | Time: 2040.66 ms [2021-09-24 13:35:30 main:581] : INFO : Epoch 1887 | loss: 0.0312451 | val_loss: 0.0312464 | Time: 2031.9 ms [2021-09-24 13:35:32 main:581] : INFO : Epoch 1888 | loss: 0.0312452 | val_loss: 0.0312505 | Time: 1881.39 ms [2021-09-24 13:35:33 main:581] : INFO : Epoch 1889 | loss: 0.0312444 | val_loss: 0.0312476 | Time: 1817.97 ms [2021-09-24 13:35:36 main:581] : INFO : Epoch 1890 | loss: 0.031243 | val_loss: 0.0312493 | Time: 2067.82 ms [2021-09-24 13:35:38 main:581] : INFO : Epoch 1891 | loss: 0.0312429 | val_loss: 0.0312476 | Time: 1963.12 ms [2021-09-24 13:35:39 main:581] : INFO : Epoch 1892 | loss: 0.0312434 | val_loss: 0.0312482 | Time: 1858.71 ms [2021-09-24 13:35:41 main:581] : INFO : Epoch 1893 | loss: 0.0312433 | val_loss: 0.0312471 | Time: 2070.07 ms [2021-09-24 13:35:44 main:581] : INFO : Epoch 1894 | loss: 0.0312424 | val_loss: 0.0312492 | Time: 2394.62 ms [2021-09-24 13:35:46 main:581] : INFO : Epoch 1895 | loss: 0.0312426 | val_loss: 0.0312476 | Time: 2113.33 ms [2021-09-24 13:35:48 main:581] : INFO : Epoch 1896 | loss: 0.0312426 | val_loss: 0.0312476 | Time: 2067.62 ms [2021-09-24 13:35:50 main:581] : INFO : Epoch 1897 | loss: 0.0312428 | val_loss: 0.0312491 | Time: 2225.92 ms [2021-09-24 13:35:52 main:581] : INFO : Epoch 1898 | loss: 0.0312429 | val_loss: 0.0312467 | Time: 2209.4 ms [2021-09-24 13:35:55 main:581] : INFO : Epoch 1899 | loss: 0.0312433 | val_loss: 0.0312481 | Time: 2077.78 ms [2021-09-24 13:35:57 main:581] : INFO : Epoch 1900 | loss: 0.031245 | val_loss: 0.0312461 | Time: 2221.9 ms [2021-09-24 13:35:59 main:581] : INFO : Epoch 1901 | loss: 0.0312436 | val_loss: 0.0312489 | Time: 2118.15 ms [2021-09-24 13:36:01 main:581] : INFO : Epoch 1902 | loss: 0.0312428 | val_loss: 0.0312463 | Time: 1943.4 ms [2021-09-24 13:36:03 main:581] : INFO : Epoch 1903 | loss: 0.0312429 | val_loss: 0.0312523 | Time: 2156.29 ms [2021-09-24 13:36:05 main:581] : INFO : Epoch 1904 | loss: 0.0312432 | val_loss: 0.031249 | Time: 2113.15 ms [2021-09-24 13:36:07 main:581] : INFO : Epoch 1905 | loss: 0.0312434 | val_loss: 0.0312493 | Time: 2123.32 ms [2021-09-24 13:36:09 main:581] : INFO : Epoch 1906 | loss: 0.0312436 | val_loss: 0.031247 | Time: 2193.75 ms [2021-09-24 13:36:11 main:581] : INFO : Epoch 1907 | loss: 0.0312437 | val_loss: 0.0312487 | Time: 1937.84 ms [2021-09-24 13:36:13 main:581] : INFO : Epoch 1908 | loss: 0.0312429 | val_loss: 0.0312472 | Time: 2024.58 ms [2021-09-24 13:36:16 main:581] : INFO : Epoch 1909 | loss: 0.0312426 | val_loss: 0.0312475 | Time: 2254.65 ms [2021-09-24 13:36:18 main:581] : INFO : Epoch 1910 | loss: 0.0312426 | val_loss: 0.0312486 | Time: 2045.76 ms [2021-09-24 13:36:20 main:581] : INFO : Epoch 1911 | loss: 0.0312441 | val_loss: 0.03125 | Time: 2021.41 ms [2021-09-24 13:36:22 main:581] : INFO : Epoch 1912 | loss: 0.0312437 | val_loss: 0.0312488 | Time: 2225.64 ms [2021-09-24 13:36:24 main:581] : INFO : Epoch 1913 | loss: 0.0312434 | val_loss: 0.0312484 | Time: 2392.39 ms [2021-09-24 13:36:26 main:581] : INFO : Epoch 1914 | loss: 0.0312427 | val_loss: 0.0312493 | Time: 2034.28 ms [2021-09-24 13:36:29 main:581] : INFO : Epoch 1915 | loss: 0.0312435 | val_loss: 0.0312494 | Time: 2222.51 ms [2021-09-24 13:36:31 main:581] : INFO : Epoch 1916 | loss: 0.0312449 | val_loss: 0.0312472 | Time: 2138.16 ms [2021-09-24 13:36:33 main:581] : INFO : Epoch 1917 | loss: 0.031243 | val_loss: 0.0312479 | Time: 2020.31 ms [2021-09-24 13:36:35 main:581] : INFO : Epoch 1918 | loss: 0.0312438 | val_loss: 0.0312487 | Time: 2102.93 ms [2021-09-24 13:36:37 main:581] : INFO : Epoch 1919 | loss: 0.0312427 | val_loss: 0.0312475 | Time: 2206.13 ms [2021-09-24 13:36:39 main:581] : INFO : Epoch 1920 | loss: 0.0312436 | val_loss: 0.0312483 | Time: 2063.47 ms [2021-09-24 13:36:41 main:581] : INFO : Epoch 1921 | loss: 0.0312435 | val_loss: 0.0312497 | Time: 1944.94 ms [2021-09-24 13:36:43 main:581] : INFO : Epoch 1922 | loss: 0.031243 | val_loss: 0.0312473 | Time: 1995.93 ms [2021-09-24 13:36:45 main:581] : INFO : Epoch 1923 | loss: 0.0312429 | val_loss: 0.0312487 | Time: 2030.66 ms [2021-09-24 13:36:47 main:581] : INFO : Epoch 1924 | loss: 0.0312425 | val_loss: 0.0312491 | Time: 1935.57 ms [2021-09-24 13:36:49 main:581] : INFO : Epoch 1925 | loss: 0.0312432 | val_loss: 0.0312495 | Time: 2012.12 ms [2021-09-24 13:36:51 main:581] : INFO : Epoch 1926 | loss: 0.0312428 | val_loss: 0.031251 | Time: 1853.86 ms [2021-09-24 13:36:53 main:581] : INFO : Epoch 1927 | loss: 0.0312441 | val_loss: 0.0312497 | Time: 2085.17 ms [2021-09-24 13:36:55 main:581] : INFO : Epoch 1928 | loss: 0.0312435 | val_loss: 0.0312478 | Time: 1959.95 ms [2021-09-24 13:36:57 main:581] : INFO : Epoch 1929 | loss: 0.0312428 | val_loss: 0.0312488 | Time: 2067.01 ms [2021-09-24 13:36:59 main:581] : INFO : Epoch 1930 | loss: 0.0312428 | val_loss: 0.0312472 | Time: 2087.67 ms [2021-09-24 13:37:01 main:581] : INFO : Epoch 1931 | loss: 0.0312431 | val_loss: 0.0312484 | Time: 2143.62 ms [2021-09-24 13:37:03 main:581] : INFO : Epoch 1932 | loss: 0.0312432 | val_loss: 0.0312469 | Time: 2069.16 ms [2021-09-24 13:37:05 main:581] : INFO : Epoch 1933 | loss: 0.0312432 | val_loss: 0.0312489 | Time: 1975.18 ms [2021-09-24 13:37:07 main:581] : INFO : Epoch 1934 | loss: 0.0312437 | val_loss: 0.0312493 | Time: 2023.59 ms [2021-09-24 13:37:09 main:581] : INFO : Epoch 1935 | loss: 0.0312441 | val_loss: 0.0312471 | Time: 1875.46 ms [2021-09-24 13:37:11 main:581] : INFO : Epoch 1936 | loss: 0.0312447 | val_loss: 0.0312469 | Time: 2060.85 ms [2021-09-24 13:37:13 main:581] : INFO : Epoch 1937 | loss: 0.0312438 | val_loss: 0.0312465 | Time: 1798.53 ms [2021-09-24 13:37:15 main:581] : INFO : Epoch 1938 | loss: 0.0312433 | val_loss: 0.0312468 | Time: 2008.35 ms [2021-09-24 13:37:17 main:581] : INFO : Epoch 1939 | loss: 0.031244 | val_loss: 0.0312468 | Time: 2084.65 ms [2021-09-24 13:37:19 main:581] : INFO : Epoch 1940 | loss: 0.0312443 | val_loss: 0.0312461 | Time: 2025.2 ms [2021-09-24 13:37:21 main:581] : INFO : Epoch 1941 | loss: 0.0312431 | val_loss: 0.0312491 | Time: 2048.13 ms [2021-09-24 13:37:23 main:581] : INFO : Epoch 1942 | loss: 0.0312425 | val_loss: 0.0312469 | Time: 1982.32 ms [2021-09-24 13:37:25 main:581] : INFO : Epoch 1943 | loss: 0.0312424 | val_loss: 0.0312526 | Time: 1956.7 ms [2021-09-24 13:37:27 main:581] : INFO : Epoch 1944 | loss: 0.0312443 | val_loss: 0.0312472 | Time: 1825.45 ms [2021-09-24 13:37:29 main:581] : INFO : Epoch 1945 | loss: 0.0312429 | val_loss: 0.0312493 | Time: 1852.57 ms [2021-09-24 13:37:31 main:581] : INFO : Epoch 1946 | loss: 0.0312428 | val_loss: 0.0312472 | Time: 2122.33 ms [2021-09-24 13:37:33 main:581] : INFO : Epoch 1947 | loss: 0.0312431 | val_loss: 0.031247 | Time: 1941.95 ms [2021-09-24 13:37:35 main:581] : INFO : Epoch 1948 | loss: 0.0312427 | val_loss: 0.0312515 | Time: 1894.24 ms [2021-09-24 13:37:37 main:581] : INFO : Epoch 1949 | loss: 0.0312439 | val_loss: 0.0312472 | Time: 1966.82 ms [2021-09-24 13:37:39 main:581] : INFO : Epoch 1950 | loss: 0.0312429 | val_loss: 0.0312498 | Time: 2106.13 ms [2021-09-24 13:37:41 main:581] : INFO : Epoch 1951 | loss: 0.031243 | val_loss: 0.0312481 | Time: 1962.64 ms [2021-09-24 13:37:43 main:581] : INFO : Epoch 1952 | loss: 0.0312445 | val_loss: 0.0312477 | Time: 1800.93 ms [2021-09-24 13:37:45 main:581] : INFO : Epoch 1953 | loss: 0.0312425 | val_loss: 0.0312476 | Time: 1932.16 ms [2021-09-24 13:37:46 main:581] : INFO : Epoch 1954 | loss: 0.0312433 | val_loss: 0.0312495 | Time: 1810.65 ms [2021-09-24 13:37:48 main:581] : INFO : Epoch 1955 | loss: 0.0312437 | val_loss: 0.0312475 | Time: 1829.56 ms [2021-09-24 13:37:50 main:581] : INFO : Epoch 1956 | loss: 0.0312424 | val_loss: 0.0312483 | Time: 1930.6 ms [2021-09-24 13:37:52 main:581] : INFO : Epoch 1957 | loss: 0.0312429 | val_loss: 0.0312476 | Time: 2008.85 ms [2021-09-24 13:37:54 main:581] : INFO : Epoch 1958 | loss: 0.0312433 | val_loss: 0.031249 | Time: 1925.82 ms [2021-09-24 13:37:56 main:581] : INFO : Epoch 1959 | loss: 0.0312437 | val_loss: 0.0312505 | Time: 2154.72 ms [2021-09-24 13:37:58 main:581] : INFO : Epoch 1960 | loss: 0.0312429 | val_loss: 0.0312483 | Time: 2054.67 ms [2021-09-24 13:38:00 main:581] : INFO : Epoch 1961 | loss: 0.0312429 | val_loss: 0.0312472 | Time: 2104.25 ms [2021-09-24 13:38:03 main:581] : INFO : Epoch 1962 | loss: 0.0312439 | val_loss: 0.0312459 | Time: 2260.29 ms [2021-09-24 13:38:05 main:581] : INFO : Epoch 1963 | loss: 0.0312424 | val_loss: 0.0312492 | Time: 2111.7 ms [2021-09-24 13:38:07 main:581] : INFO : Epoch 1964 | loss: 0.0312432 | val_loss: 0.0312496 | Time: 1939 ms [2021-09-24 13:38:09 main:581] : INFO : Epoch 1965 | loss: 0.0312449 | val_loss: 0.0312491 | Time: 1969.56 ms [2021-09-24 13:38:11 main:581] : INFO : Epoch 1966 | loss: 0.0312437 | val_loss: 0.0312485 | Time: 2047.57 ms [2021-09-24 13:38:13 main:581] : INFO : Epoch 1967 | loss: 0.0312429 | val_loss: 0.0312469 | Time: 1899.24 ms [2021-09-24 13:38:15 main:581] : INFO : Epoch 1968 | loss: 0.0312434 | val_loss: 0.0312506 | Time: 2171.52 ms [2021-09-24 13:38:17 main:581] : INFO : Epoch 1969 | loss: 0.0312428 | val_loss: 0.0312489 | Time: 1872.6 ms [2021-09-24 13:38:19 main:581] : INFO : Epoch 1970 | loss: 0.0312435 | val_loss: 0.0312482 | Time: 2120.53 ms [2021-09-24 13:38:21 main:581] : INFO : Epoch 1971 | loss: 0.0312429 | val_loss: 0.0312492 | Time: 2210.24 ms [2021-09-24 13:38:23 main:581] : INFO : Epoch 1972 | loss: 0.0312438 | val_loss: 0.0312461 | Time: 2170.66 ms [2021-09-24 13:38:25 main:581] : INFO : Epoch 1973 | loss: 0.0312445 | val_loss: 0.0312518 | Time: 2099.64 ms [2021-09-24 13:38:27 main:581] : INFO : Epoch 1974 | loss: 0.0312451 | val_loss: 0.0312479 | Time: 2133.3 ms [2021-09-24 13:38:29 main:581] : INFO : Epoch 1975 | loss: 0.0312428 | val_loss: 0.0312476 | Time: 1946.9 ms [2021-09-24 13:38:31 main:581] : INFO : Epoch 1976 | loss: 0.0312432 | val_loss: 0.0312509 | Time: 2141.72 ms [2021-09-24 13:38:33 main:581] : INFO : Epoch 1977 | loss: 0.031244 | val_loss: 0.0312482 | Time: 1966.95 ms [2021-09-24 13:38:36 main:581] : INFO : Epoch 1978 | loss: 0.0312425 | val_loss: 0.0312489 | Time: 2121.06 ms [2021-09-24 13:38:37 main:581] : INFO : Epoch 1979 | loss: 0.0312425 | val_loss: 0.0312489 | Time: 1914.21 ms [2021-09-24 13:38:40 main:581] : INFO : Epoch 1980 | loss: 0.0312426 | val_loss: 0.0312479 | Time: 2237.57 ms [2021-09-24 13:38:42 main:581] : INFO : Epoch 1981 | loss: 0.0312424 | val_loss: 0.0312478 | Time: 2427.49 ms [2021-09-24 13:38:44 main:581] : INFO : Epoch 1982 | loss: 0.0312431 | val_loss: 0.0312504 | Time: 2075.01 ms [2021-09-24 13:38:46 main:581] : INFO : Epoch 1983 | loss: 0.0312431 | val_loss: 0.0312487 | Time: 2274.43 ms [2021-09-24 13:38:49 main:581] : INFO : Epoch 1984 | loss: 0.0312434 | val_loss: 0.0312484 | Time: 2317.49 ms [2021-09-24 13:38:51 main:581] : INFO : Epoch 1985 | loss: 0.0312431 | val_loss: 0.0312484 | Time: 1917.45 ms [2021-09-24 13:38:53 main:581] : INFO : Epoch 1986 | loss: 0.0312432 | val_loss: 0.0312496 | Time: 2191.04 ms [2021-09-24 13:38:55 main:581] : INFO : Epoch 1987 | loss: 0.0312437 | val_loss: 0.0312504 | Time: 2181.21 ms [2021-09-24 13:38:57 main:581] : INFO : Epoch 1988 | loss: 0.0312442 | val_loss: 0.0312493 | Time: 2181.45 ms [2021-09-24 13:39:00 main:581] : INFO : Epoch 1989 | loss: 0.0312433 | val_loss: 0.0312494 | Time: 2349.3 ms [2021-09-24 13:39:02 main:581] : INFO : Epoch 1990 | loss: 0.0312436 | val_loss: 0.0312493 | Time: 2183.86 ms [2021-09-24 13:39:04 main:581] : INFO : Epoch 1991 | loss: 0.0312432 | val_loss: 0.0312477 | Time: 1879.37 ms [2021-09-24 13:39:06 main:581] : INFO : Epoch 1992 | loss: 0.0312448 | val_loss: 0.0312532 | Time: 2022.29 ms [2021-09-24 13:39:08 main:581] : INFO : Epoch 1993 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 2223.38 ms [2021-09-24 13:39:10 main:581] : INFO : Epoch 1994 | loss: 0.0312447 | val_loss: 0.0312458 | Time: 1985.57 ms [2021-09-24 13:39:12 main:581] : INFO : Epoch 1995 | loss: 0.0312437 | val_loss: 0.0312494 | Time: 2037.11 ms [2021-09-24 13:39:14 main:581] : INFO : Epoch 1996 | loss: 0.0312444 | val_loss: 0.031247 | Time: 2119.61 ms [2021-09-24 13:39:16 main:581] : INFO : Epoch 1997 | loss: 0.0312423 | val_loss: 0.0312483 | Time: 2211.07 ms [2021-09-24 13:39:19 main:581] : INFO : Epoch 1998 | loss: 0.0312429 | val_loss: 0.0312486 | Time: 2214.54 ms [2021-09-24 13:39:21 main:581] : INFO : Epoch 1999 | loss: 0.0312433 | val_loss: 0.0312472 | Time: 2049.65 ms [2021-09-24 13:39:23 main:581] : INFO : Epoch 2000 | loss: 0.0312447 | val_loss: 0.0312459 | Time: 2174.26 ms [2021-09-24 13:39:25 main:581] : INFO : Epoch 2001 | loss: 0.0312442 | val_loss: 0.0312519 | Time: 2328.42 ms [2021-09-24 13:39:27 main:581] : INFO : Epoch 2002 | loss: 0.0312433 | val_loss: 0.0312508 | Time: 2078.96 ms [2021-09-24 13:39:29 main:581] : INFO : Epoch 2003 | loss: 0.0312427 | val_loss: 0.0312472 | Time: 1999.75 ms [2021-09-24 13:39:31 main:581] : INFO : Epoch 2004 | loss: 0.0312427 | val_loss: 0.03125 | Time: 2288 ms [2021-09-24 13:39:34 main:581] : INFO : Epoch 2005 | loss: 0.0312436 | val_loss: 0.031246 | Time: 2151.13 ms [2021-09-24 13:39:36 main:581] : INFO : Epoch 2006 | loss: 0.0312426 | val_loss: 0.0312508 | Time: 2118.31 ms [2021-09-24 13:39:38 main:581] : INFO : Epoch 2007 | loss: 0.0312431 | val_loss: 0.0312458 | Time: 2205.99 ms [2021-09-24 13:39:40 main:581] : INFO : Epoch 2008 | loss: 0.0312433 | val_loss: 0.0312487 | Time: 2005.75 ms [2021-09-24 13:39:42 main:581] : INFO : Epoch 2009 | loss: 0.0312457 | val_loss: 0.0312475 | Time: 1897.79 ms [2021-09-24 13:39:44 main:581] : INFO : Epoch 2010 | loss: 0.0312427 | val_loss: 0.0312477 | Time: 1829.89 ms [2021-09-24 13:39:46 main:581] : INFO : Epoch 2011 | loss: 0.0312427 | val_loss: 0.0312467 | Time: 1980.93 ms [2021-09-24 13:39:48 main:581] : INFO : Epoch 2012 | loss: 0.0312423 | val_loss: 0.0312524 | Time: 2002.85 ms [2021-09-24 13:39:50 main:581] : INFO : Epoch 2013 | loss: 0.0312431 | val_loss: 0.0312498 | Time: 2020.81 ms [2021-09-24 13:39:52 main:581] : INFO : Epoch 2014 | loss: 0.0312444 | val_loss: 0.0312464 | Time: 2073.45 ms [2021-09-24 13:39:54 main:581] : INFO : Epoch 2015 | loss: 0.0312437 | val_loss: 0.0312499 | Time: 2008.8 ms [2021-09-24 13:39:56 main:581] : INFO : Epoch 2016 | loss: 0.0312431 | val_loss: 0.0312499 | Time: 1843.79 ms [2021-09-24 13:39:57 main:581] : INFO : Epoch 2017 | loss: 0.0312439 | val_loss: 0.0312464 | Time: 1898.95 ms [2021-09-24 13:40:00 main:581] : INFO : Epoch 2018 | loss: 0.0312433 | val_loss: 0.0312484 | Time: 2081.17 ms [2021-09-24 13:40:02 main:581] : INFO : Epoch 2019 | loss: 0.0312424 | val_loss: 0.0312463 | Time: 2098.29 ms [2021-09-24 13:40:04 main:581] : INFO : Epoch 2020 | loss: 0.0312428 | val_loss: 0.0312494 | Time: 1919.79 ms [2021-09-24 13:40:05 main:581] : INFO : Epoch 2021 | loss: 0.0312439 | val_loss: 0.0312476 | Time: 1835.25 ms [2021-09-24 13:40:07 main:581] : INFO : Epoch 2022 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 1765.75 ms [2021-09-24 13:40:09 main:581] : INFO : Epoch 2023 | loss: 0.0312434 | val_loss: 0.0312495 | Time: 1959.41 ms [2021-09-24 13:40:11 main:581] : INFO : Epoch 2024 | loss: 0.0312425 | val_loss: 0.0312467 | Time: 2094.97 ms [2021-09-24 13:40:13 main:581] : INFO : Epoch 2025 | loss: 0.0312435 | val_loss: 0.0312512 | Time: 1953.22 ms [2021-09-24 13:40:15 main:581] : INFO : Epoch 2026 | loss: 0.0312429 | val_loss: 0.0312476 | Time: 1997.39 ms [2021-09-24 13:40:17 main:581] : INFO : Epoch 2027 | loss: 0.0312426 | val_loss: 0.0312481 | Time: 2157.02 ms [2021-09-24 13:40:19 main:581] : INFO : Epoch 2028 | loss: 0.0312424 | val_loss: 0.031248 | Time: 2123.4 ms [2021-09-24 13:40:21 main:581] : INFO : Epoch 2029 | loss: 0.0312434 | val_loss: 0.0312481 | Time: 1878.8 ms [2021-09-24 13:40:23 main:581] : INFO : Epoch 2030 | loss: 0.0312427 | val_loss: 0.0312478 | Time: 1873.95 ms [2021-09-24 13:40:25 main:581] : INFO : Epoch 2031 | loss: 0.0312436 | val_loss: 0.0312496 | Time: 1787.25 ms [2021-09-24 13:40:27 main:581] : INFO : Epoch 2032 | loss: 0.031245 | val_loss: 0.031249 | Time: 1946.09 ms [2021-09-24 13:40:29 main:581] : INFO : Epoch 2033 | loss: 0.0312448 | val_loss: 0.0312475 | Time: 1947.7 ms [2021-09-24 13:40:31 main:581] : INFO : Epoch 2034 | loss: 0.031243 | val_loss: 0.0312493 | Time: 2024.52 ms [2021-09-24 13:40:33 main:581] : INFO : Epoch 2035 | loss: 0.0312431 | val_loss: 0.0312467 | Time: 1905.17 ms [2021-09-24 13:40:35 main:581] : INFO : Epoch 2036 | loss: 0.0312427 | val_loss: 0.031252 | Time: 2137.12 ms [2021-09-24 13:40:37 main:581] : INFO : Epoch 2037 | loss: 0.0312438 | val_loss: 0.0312531 | Time: 2203.54 ms [2021-09-24 13:40:39 main:581] : INFO : Epoch 2038 | loss: 0.031243 | val_loss: 0.0312483 | Time: 2055.71 ms [2021-09-24 13:40:41 main:581] : INFO : Epoch 2039 | loss: 0.0312439 | val_loss: 0.0312498 | Time: 1989.7 ms [2021-09-24 13:40:43 main:581] : INFO : Epoch 2040 | loss: 0.0312432 | val_loss: 0.0312484 | Time: 2214.32 ms [2021-09-24 13:40:46 main:581] : INFO : Epoch 2041 | loss: 0.0312434 | val_loss: 0.0312501 | Time: 2318.59 ms [2021-09-24 13:40:48 main:581] : INFO : Epoch 2042 | loss: 0.0312436 | val_loss: 0.0312519 | Time: 2137.21 ms [2021-09-24 13:40:50 main:581] : INFO : Epoch 2043 | loss: 0.0312444 | val_loss: 0.0312506 | Time: 2126.8 ms [2021-09-24 13:40:52 main:581] : INFO : Epoch 2044 | loss: 0.031244 | val_loss: 0.0312472 | Time: 2405.71 ms [2021-09-24 13:40:55 main:581] : INFO : Epoch 2045 | loss: 0.0312423 | val_loss: 0.0312535 | Time: 2244.49 ms [2021-09-24 13:40:57 main:581] : INFO : Epoch 2046 | loss: 0.0312432 | val_loss: 0.0312506 | Time: 2147.59 ms [2021-09-24 13:40:59 main:581] : INFO : Epoch 2047 | loss: 0.0312428 | val_loss: 0.0312458 | Time: 2292.4 ms [2021-09-24 13:41:01 main:581] : INFO : Epoch 2048 | loss: 0.0312427 | val_loss: 0.0312492 | Time: 2058.13 ms [2021-09-24 13:41:01 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312492 [2021-09-24 13:41:01 main:610] : INFO : Saving end state to config to file [2021-09-24 13:41:01 main:615] : INFO : Success, exiting.. 13:41:01 (318799): 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)