Task 8720988
| Name | ParityModified-1636227593-24195-0_0 |
| Workunit | 6204335 |
| Created | 6 Nov 2021, 19:39:58 UTC |
| Sent | 11 Nov 2021, 18:18:39 UTC |
| Report deadline | 19 Nov 2021, 18:18:39 UTC |
| Received | 13 Nov 2021, 22:21:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9333 |
| Run time | 1 hours 25 min 27 sec |
| CPU time | 1 hours 16 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,887.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1-11-13 23:02:29 main:574] : INFO : Epoch 1542 | loss: 0.0312518 | val_loss: 0.0312513 | Time: 2452.07 ms [2021-11-13 23:02:31 main:574] : INFO : Epoch 1543 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1935.7 ms [2021-11-13 23:02:33 main:574] : INFO : Epoch 1544 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2289.13 ms [2021-11-13 23:02:35 main:574] : INFO : Epoch 1545 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 2146.16 ms [2021-11-13 23:02:38 main:574] : INFO : Epoch 1546 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 2189.27 ms [2021-11-13 23:02:40 main:574] : INFO : Epoch 1547 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 2275.18 ms [2021-11-13 23:02:42 main:574] : INFO : Epoch 1548 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1993.74 ms [2021-11-13 23:02:44 main:574] : INFO : Epoch 1549 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2372.44 ms [2021-11-13 23:02:46 main:574] : INFO : Epoch 1550 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1990.9 ms [2021-11-13 23:02:49 main:574] : INFO : Epoch 1551 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2334.64 ms [2021-11-13 23:02:51 main:574] : INFO : Epoch 1552 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2046.74 ms [2021-11-13 23:02:53 main:574] : INFO : Epoch 1553 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2153 ms [2021-11-13 23:02:55 main:574] : INFO : Epoch 1554 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2326.03 ms [2021-11-13 23:02:57 main:574] : INFO : Epoch 1555 | loss: 0.031251 | val_loss: 0.0312501 | Time: 2302.34 ms [2021-11-13 23:03:01 main:574] : INFO : Epoch 1556 | loss: 0.031251 | val_loss: 0.0312501 | Time: 3015.78 ms [2021-11-13 23:03:03 main:574] : INFO : Epoch 1557 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2417.37 ms [2021-11-13 23:03:05 main:574] : INFO : Epoch 1558 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1951.95 ms [2021-11-13 23:03:06 main:574] : INFO : Epoch 1559 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1373.29 ms [2021-11-13 23:03:09 main:574] : INFO : Epoch 1560 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2200.01 ms [2021-11-13 23:03:11 main:574] : INFO : Epoch 1561 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2182.19 ms [2021-11-13 23:03:13 main:574] : INFO : Epoch 1562 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2356 ms [2021-11-13 23:03:15 main:574] : INFO : Epoch 1563 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2399.18 ms [2021-11-13 23:03:18 main:574] : INFO : Epoch 1564 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2171.08 ms [2021-11-13 23:03:20 main:574] : INFO : Epoch 1565 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2449.1 ms [2021-11-13 23:03:22 main:574] : INFO : Epoch 1566 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2124.74 ms [2021-11-13 23:03:25 main:574] : INFO : Epoch 1567 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2485.59 ms [2021-11-13 23:03:27 main:574] : INFO : Epoch 1568 | loss: 0.0312508 | val_loss: 0.03125 | Time: 2102.72 ms [2021-11-13 23:03:29 main:574] : INFO : Epoch 1569 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2398.93 ms [2021-11-13 23:03:31 main:574] : INFO : Epoch 1570 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2086.67 ms [2021-11-13 23:03:34 main:574] : INFO : Epoch 1571 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2310.87 ms [2021-11-13 23:03:36 main:574] : INFO : Epoch 1572 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 2132.34 ms [2021-11-13 23:03:38 main:574] : INFO : Epoch 1573 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 2284.94 ms [2021-11-13 23:03:40 main:574] : INFO : Epoch 1574 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2345.65 ms [2021-11-13 23:03:43 main:574] : INFO : Epoch 1575 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2173.02 ms [2021-11-13 23:03:45 main:574] : INFO : Epoch 1576 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2456.78 ms [2021-11-13 23:03:47 main:574] : INFO : Epoch 1577 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2166.06 ms [2021-11-13 23:03:51 main:574] : INFO : Epoch 1578 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 3226.73 ms [2021-11-13 23:03:54 main:574] : INFO : Epoch 1579 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 3267.03 ms [2021-11-13 23:03:56 main:574] : INFO : Epoch 1580 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2257.94 ms [2021-11-13 23:03:58 main:574] : INFO : Epoch 1581 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2389.57 ms [2021-11-13 23:04:01 main:574] : INFO : Epoch 1582 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2395.55 ms [2021-11-13 23:04:03 main:574] : INFO : Epoch 1583 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2316.75 ms [2021-11-13 23:04:06 main:574] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2384.45 ms [2021-11-13 23:04:08 main:574] : INFO : Epoch 1585 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 2152.47 ms [2021-11-13 23:04:10 main:574] : INFO : Epoch 1586 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2391.45 ms [2021-11-13 23:04:12 main:574] : INFO : Epoch 1587 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2100.73 ms [2021-11-13 23:04:15 main:574] : INFO : Epoch 1588 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2358.15 ms [2021-11-13 23:04:17 main:574] : INFO : Epoch 1589 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1919.91 ms [2021-11-13 23:04:19 main:574] : INFO : Epoch 1590 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2355.5 ms [2021-11-13 23:04:21 main:574] : INFO : Epoch 1591 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2019.92 ms [2021-11-13 23:04:23 main:574] : INFO : Epoch 1592 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 2169.6 ms [2021-11-13 23:04:25 main:574] : INFO : Epoch 1593 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2267.88 ms [2021-11-13 23:04:27 main:574] : INFO : Epoch 1594 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1992.35 ms [2021-11-13 23:04:30 main:574] : INFO : Epoch 1595 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 2345.24 ms [2021-11-13 23:04:32 main:574] : INFO : Epoch 1596 | loss: 0.0312507 | val_loss: 0.031252 | Time: 2074.09 ms [2021-11-13 23:04:34 main:574] : INFO : Epoch 1597 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 2330.39 ms [2021-11-13 23:04:36 main:574] : INFO : Epoch 1598 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 2000.24 ms [2021-11-13 23:04:39 main:574] : INFO : Epoch 1599 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 2340.84 ms [2021-11-13 23:04:41 main:574] : INFO : Epoch 1600 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 2210.09 ms [2021-11-13 23:04:43 main:574] : INFO : Epoch 1601 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 2202.45 ms [2021-11-13 23:04:45 main:574] : INFO : Epoch 1602 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2333.41 ms [2021-11-13 23:04:48 main:574] : INFO : Epoch 1603 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2137 ms [2021-11-13 23:04:50 main:574] : INFO : Epoch 1604 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2340.74 ms [2021-11-13 23:04:52 main:574] : INFO : Epoch 1605 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 2020.29 ms [2021-11-13 23:04:54 main:574] : INFO : Epoch 1606 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 2425.62 ms [2021-11-13 23:04:56 main:574] : INFO : Epoch 1607 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 2003.72 ms [2021-11-13 23:04:59 main:574] : INFO : Epoch 1608 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2263.97 ms [2021-11-13 23:05:01 main:574] : INFO : Epoch 1609 | loss: 0.0312491 | val_loss: 0.031249 | Time: 2181.68 ms [2021-11-13 23:05:03 main:574] : INFO : Epoch 1610 | loss: 0.0312492 | val_loss: 0.031249 | Time: 2151.34 ms [2021-11-13 23:05:05 main:574] : INFO : Epoch 1611 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 2377.9 ms [2021-11-13 23:05:07 main:574] : INFO : Epoch 1612 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1976.86 ms [2021-11-13 23:05:10 main:574] : INFO : Epoch 1613 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 2292.22 ms [2021-11-13 23:05:12 main:574] : INFO : Epoch 1614 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 2060.96 ms [2021-11-13 23:05:14 main:574] : INFO : Epoch 1615 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2315.49 ms [2021-11-13 23:05:16 main:574] : INFO : Epoch 1616 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 2051.27 ms [2021-11-13 23:05:18 main:574] : INFO : Epoch 1617 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 2110.42 ms [2021-11-13 23:05:21 main:574] : INFO : Epoch 1618 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 2344.04 ms [2021-11-13 23:05:23 main:574] : INFO : Epoch 1619 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 1954.31 ms [2021-11-13 23:05:25 main:574] : INFO : Epoch 1620 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 2287.59 ms [2021-11-13 23:05:27 main:574] : INFO : Epoch 1621 | loss: 0.031249 | val_loss: 0.0312479 | Time: 2058.43 ms [2021-11-13 23:05:29 main:574] : INFO : Epoch 1622 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2300.02 ms [2021-11-13 23:05:31 main:574] : INFO : Epoch 1623 | loss: 0.031249 | val_loss: 0.0312505 | Time: 2053.83 ms [2021-11-13 23:05:34 main:574] : INFO : Epoch 1624 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 2281.62 ms [2021-11-13 23:05:36 main:574] : INFO : Epoch 1625 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 2263.08 ms [2021-11-13 23:05:38 main:574] : INFO : Epoch 1626 | loss: 0.031249 | val_loss: 0.0312485 | Time: 2114.15 ms [2021-11-13 23:05:40 main:574] : INFO : Epoch 1627 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 2341 ms [2021-11-13 23:05:42 main:574] : INFO : Epoch 1628 | loss: 0.031248 | val_loss: 0.0312502 | Time: 2044.16 ms [2021-11-13 23:05:45 main:574] : INFO : Epoch 1629 | loss: 0.0312502 | val_loss: 0.031247 | Time: 2299.85 ms [2021-11-13 23:05:47 main:574] : INFO : Epoch 1630 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1956.51 ms [2021-11-13 23:05:49 main:574] : INFO : Epoch 1631 | loss: 0.031247 | val_loss: 0.0312478 | Time: 2330.91 ms [2021-11-13 23:05:51 main:574] : INFO : Epoch 1632 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 2065.76 ms [2021-11-13 23:05:53 main:574] : INFO : Epoch 1633 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 2163.51 ms [2021-11-13 23:05:56 main:574] : INFO : Epoch 1634 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 2452.95 ms [2021-11-13 23:05:58 main:574] : INFO : Epoch 1635 | loss: 0.0312491 | val_loss: 0.031247 | Time: 1962.36 ms [2021-11-13 23:06:00 main:574] : INFO : Epoch 1636 | loss: 0.0312466 | val_loss: 0.0312479 | Time: 2335.98 ms [2021-11-13 23:06:02 main:574] : INFO : Epoch 1637 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 1965.87 ms [2021-11-13 23:06:04 main:574] : INFO : Epoch 1638 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 2336.33 ms [2021-11-13 23:06:06 main:574] : INFO : Epoch 1639 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 2066.41 ms [2021-11-13 23:06:09 main:574] : INFO : Epoch 1640 | loss: 0.0312457 | val_loss: 0.0312464 | Time: 2271.77 ms [2021-11-13 23:06:11 main:574] : INFO : Epoch 1641 | loss: 0.0312453 | val_loss: 0.0312437 | Time: 2269.01 ms [2021-11-13 23:06:13 main:574] : INFO : Epoch 1642 | loss: 0.0312456 | val_loss: 0.0312469 | Time: 2039.93 ms [2021-11-13 23:06:15 main:574] : INFO : Epoch 1643 | loss: 0.031247 | val_loss: 0.0312476 | Time: 2316.62 ms [2021-11-13 23:06:18 main:574] : INFO : Epoch 1644 | loss: 0.0312453 | val_loss: 0.0312434 | Time: 2075.54 ms [2021-11-13 23:06:20 main:574] : INFO : Epoch 1645 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 2278.23 ms [2021-11-13 23:06:22 main:574] : INFO : Epoch 1646 | loss: 0.031248 | val_loss: 0.0312443 | Time: 2062.18 ms [2021-11-13 23:06:24 main:574] : INFO : Epoch 1647 | loss: 0.0312461 | val_loss: 0.0312478 | Time: 2327.11 ms [2021-11-13 23:06:26 main:574] : INFO : Epoch 1648 | loss: 0.0312562 | val_loss: 0.0312582 | Time: 2180.5 ms [2021-11-13 23:06:29 main:574] : INFO : Epoch 1649 | loss: 0.0312482 | val_loss: 0.0312453 | Time: 2165.51 ms [2021-11-13 23:06:31 main:574] : INFO : Epoch 1650 | loss: 0.0312457 | val_loss: 0.031245 | Time: 2246.6 ms [2021-11-13 23:06:33 main:574] : INFO : Epoch 1651 | loss: 0.031248 | val_loss: 0.0312436 | Time: 1938.92 ms [2021-11-13 23:06:35 main:574] : INFO : Epoch 1652 | loss: 0.0312458 | val_loss: 0.0312435 | Time: 2330.38 ms [2021-11-13 23:06:37 main:574] : INFO : Epoch 1653 | loss: 0.0312455 | val_loss: 0.0312451 | Time: 1956.74 ms [2021-11-13 23:06:39 main:574] : INFO : Epoch 1654 | loss: 0.0312463 | val_loss: 0.0312433 | Time: 2344.38 ms [2021-11-13 23:06:42 main:574] : INFO : Epoch 1655 | loss: 0.0312444 | val_loss: 0.0312443 | Time: 2122.76 ms [2021-11-13 23:06:44 main:574] : INFO : Epoch 1656 | loss: 0.0312438 | val_loss: 0.0312417 | Time: 2224.82 ms [2021-11-13 23:06:46 main:574] : INFO : Epoch 1657 | loss: 0.0312433 | val_loss: 0.031243 | Time: 2274.87 ms [2021-11-13 23:06:48 main:574] : INFO : Epoch 1658 | loss: 0.0312442 | val_loss: 0.0312408 | Time: 2148.41 ms [2021-11-13 23:06:51 main:574] : INFO : Epoch 1659 | loss: 0.0312427 | val_loss: 0.03124 | Time: 2326.38 ms [2021-11-13 23:06:53 main:574] : INFO : Epoch 1660 | loss: 0.0312488 | val_loss: 0.0312543 | Time: 2035.98 ms [2021-11-13 23:06:55 main:574] : INFO : Epoch 1661 | loss: 0.0312512 | val_loss: 0.0312435 | Time: 2416.6 ms [2021-11-13 23:06:57 main:574] : INFO : Epoch 1662 | loss: 0.0312447 | val_loss: 0.0312424 | Time: 2089.41 ms [2021-11-13 23:07:00 main:574] : INFO : Epoch 1663 | loss: 0.0312433 | val_loss: 0.0312443 | Time: 2650.23 ms [2021-11-13 23:07:02 main:574] : INFO : Epoch 1664 | loss: 0.0312441 | val_loss: 0.0312503 | Time: 2102.69 ms [2021-11-13 23:07:04 main:574] : INFO : Epoch 1665 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2351.75 ms [2021-11-13 23:07:06 main:574] : INFO : Epoch 1666 | loss: 0.0312472 | val_loss: 0.0312423 | Time: 2108.2 ms [2021-11-13 23:07:09 main:574] : INFO : Epoch 1667 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 2192.93 ms [2021-11-13 23:07:11 main:574] : INFO : Epoch 1668 | loss: 0.0312453 | val_loss: 0.0312472 | Time: 2263.65 ms [2021-11-13 23:07:13 main:574] : INFO : Epoch 1669 | loss: 0.0312435 | val_loss: 0.0312412 | Time: 1937.23 ms [2021-11-13 23:07:15 main:574] : INFO : Epoch 1670 | loss: 0.0312452 | val_loss: 0.0312476 | Time: 2294.58 ms [2021-11-13 23:07:17 main:574] : INFO : Epoch 1671 | loss: 0.0312458 | val_loss: 0.0312428 | Time: 1997.12 ms [2021-11-13 23:07:20 main:574] : INFO : Epoch 1672 | loss: 0.0312431 | val_loss: 0.0312412 | Time: 2314.76 ms [2021-11-13 23:07:22 main:574] : INFO : Epoch 1673 | loss: 0.0312428 | val_loss: 0.0312418 | Time: 2057 ms [2021-11-13 23:07:26 main:574] : INFO : Epoch 1674 | loss: 0.0312427 | val_loss: 0.0312401 | Time: 4474.36 ms [2021-11-13 23:07:29 main:574] : INFO : Epoch 1675 | loss: 0.0312426 | val_loss: 0.031251 | Time: 3108.88 ms [2021-11-13 23:07:32 main:574] : INFO : Epoch 1676 | loss: 0.0312455 | val_loss: 0.0312471 | Time: 2392.5 ms [2021-11-13 23:07:34 main:574] : INFO : Epoch 1677 | loss: 0.0312433 | val_loss: 0.0312403 | Time: 2233.85 ms [2021-11-13 23:07:36 main:574] : INFO : Epoch 1678 | loss: 0.0312447 | val_loss: 0.0312398 | Time: 2293.82 ms [2021-11-13 23:07:38 main:574] : INFO : Epoch 1679 | loss: 0.0312433 | val_loss: 0.0312458 | Time: 2090.05 ms [2021-11-13 23:07:41 main:574] : INFO : Epoch 1680 | loss: 0.0312464 | val_loss: 0.0312421 | Time: 2364.7 ms [2021-11-13 23:07:43 main:574] : INFO : Epoch 1681 | loss: 0.0312422 | val_loss: 0.0312407 | Time: 1995.14 ms [2021-11-13 23:07:45 main:574] : INFO : Epoch 1682 | loss: 0.0312424 | val_loss: 0.0312419 | Time: 2299.7 ms [2021-11-13 23:07:47 main:574] : INFO : Epoch 1683 | loss: 0.0312428 | val_loss: 0.0312471 | Time: 2009.94 ms [2021-11-13 23:07:49 main:574] : INFO : Epoch 1684 | loss: 0.0312446 | val_loss: 0.0312393 | Time: 2326.48 ms [2021-11-13 23:07:52 main:574] : INFO : Epoch 1685 | loss: 0.0312413 | val_loss: 0.0312404 | Time: 2249 ms [2021-11-13 23:07:54 main:574] : INFO : Epoch 1686 | loss: 0.0312419 | val_loss: 0.0312394 | Time: 2167.52 ms [2021-11-13 23:07:56 main:574] : INFO : Epoch 1687 | loss: 0.0312505 | val_loss: 0.0312399 | Time: 2398.92 ms [2021-11-13 23:07:58 main:574] : INFO : Epoch 1688 | loss: 0.031246 | val_loss: 0.0312477 | Time: 2086.5 ms [2021-11-13 23:08:01 main:574] : INFO : Epoch 1689 | loss: 0.0312483 | val_loss: 0.0312507 | Time: 2324.52 ms [2021-11-13 23:08:03 main:574] : INFO : Epoch 1690 | loss: 0.0312443 | val_loss: 0.0312413 | Time: 1908.95 ms [2021-11-13 23:08:05 main:574] : INFO : Epoch 1691 | loss: 0.031242 | val_loss: 0.0312425 | Time: 2320.39 ms [2021-11-13 23:08:07 main:574] : INFO : Epoch 1692 | loss: 0.031244 | val_loss: 0.0312396 | Time: 2138.56 ms [2021-11-13 23:08:09 main:574] : INFO : Epoch 1693 | loss: 0.0312437 | val_loss: 0.0312403 | Time: 2284.42 ms [2021-11-13 23:08:12 main:574] : INFO : Epoch 1694 | loss: 0.0312428 | val_loss: 0.0312406 | Time: 2184.11 ms [2021-11-13 23:08:14 main:574] : INFO : Epoch 1695 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 2052.31 ms [2021-11-13 23:08:16 main:574] : INFO : Epoch 1696 | loss: 0.0312446 | val_loss: 0.0312422 | Time: 2388.62 ms [2021-11-13 23:08:18 main:574] : INFO : Epoch 1697 | loss: 0.0312431 | val_loss: 0.0312401 | Time: 2080.62 ms [2021-11-13 23:08:20 main:574] : INFO : Epoch 1698 | loss: 0.0312428 | val_loss: 0.03124 | Time: 2350.23 ms [2021-11-13 23:08:22 main:574] : INFO : Epoch 1699 | loss: 0.0312409 | val_loss: 0.0312402 | Time: 1980.46 ms [2021-11-13 23:08:25 main:574] : INFO : Epoch 1700 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 2320.99 ms [2021-11-13 23:08:27 main:574] : INFO : Epoch 1701 | loss: 0.0312425 | val_loss: 0.0312428 | Time: 2153.1 ms [2021-11-13 23:08:29 main:574] : INFO : Epoch 1702 | loss: 0.0312435 | val_loss: 0.0312394 | Time: 2354.44 ms [2021-11-13 23:08:32 main:574] : INFO : Epoch 1703 | loss: 0.031241 | val_loss: 0.0312385 | Time: 2293.11 ms [2021-11-13 23:08:34 main:574] : INFO : Epoch 1704 | loss: 0.0312418 | val_loss: 0.0312407 | Time: 2092.44 ms [2021-11-13 23:08:36 main:574] : INFO : Epoch 1705 | loss: 0.0312416 | val_loss: 0.0312385 | Time: 2305.74 ms [2021-11-13 23:08:38 main:574] : INFO : Epoch 1706 | loss: 0.0312416 | val_loss: 0.0312386 | Time: 1960.99 ms [2021-11-13 23:08:40 main:574] : INFO : Epoch 1707 | loss: 0.0312405 | val_loss: 0.0312389 | Time: 2304.63 ms [2021-11-13 23:08:42 main:574] : INFO : Epoch 1708 | loss: 0.0312406 | val_loss: 0.0312372 | Time: 1928.63 ms [2021-11-13 23:08:45 main:574] : INFO : Epoch 1709 | loss: 0.0312455 | val_loss: 0.0312402 | Time: 2300.95 ms [2021-11-13 23:08:47 main:574] : INFO : Epoch 1710 | loss: 0.0312483 | val_loss: 0.0312402 | Time: 2162.57 ms [2021-11-13 23:08:49 main:574] : INFO : Epoch 1711 | loss: 0.0312479 | val_loss: 0.0312427 | Time: 2170.82 ms [2021-11-13 23:08:51 main:574] : INFO : Epoch 1712 | loss: 0.0312434 | val_loss: 0.0312451 | Time: 2318.3 ms [2021-11-13 23:08:53 main:574] : INFO : Epoch 1713 | loss: 0.031245 | val_loss: 0.0312433 | Time: 2028.79 ms [2021-11-13 23:08:56 main:574] : INFO : Epoch 1714 | loss: 0.0312412 | val_loss: 0.0312388 | Time: 2346.65 ms [2021-11-13 23:08:58 main:574] : INFO : Epoch 1715 | loss: 0.0312399 | val_loss: 0.0312376 | Time: 1975.05 ms [2021-11-13 23:09:00 main:574] : INFO : Epoch 1716 | loss: 0.0312399 | val_loss: 0.0312389 | Time: 2317.21 ms [2021-11-13 23:09:02 main:574] : INFO : Epoch 1717 | loss: 0.0312436 | val_loss: 0.0312416 | Time: 2189.72 ms [2021-11-13 23:09:04 main:574] : INFO : Epoch 1718 | loss: 0.031242 | val_loss: 0.0312406 | Time: 2311.42 ms [2021-11-13 23:09:07 main:574] : INFO : Epoch 1719 | loss: 0.0312414 | val_loss: 0.0312418 | Time: 2194.9 ms [2021-11-13 23:09:09 main:574] : INFO : Epoch 1720 | loss: 0.0312436 | val_loss: 0.0312376 | Time: 2197.37 ms [2021-11-13 23:09:11 main:574] : INFO : Epoch 1721 | loss: 0.0312439 | val_loss: 0.0312391 | Time: 2307.2 ms [2021-11-13 23:09:13 main:574] : INFO : Epoch 1722 | loss: 0.0312411 | val_loss: 0.0312378 | Time: 1951.38 ms [2021-11-13 23:09:15 main:574] : INFO : Epoch 1723 | loss: 0.0312455 | val_loss: 0.0312382 | Time: 2310.14 ms [2021-11-13 23:09:18 main:574] : INFO : Epoch 1724 | loss: 0.0312422 | val_loss: 0.0312382 | Time: 2063.07 ms [2021-11-13 23:09:20 main:574] : INFO : Epoch 1725 | loss: 0.0312413 | val_loss: 0.0312405 | Time: 2447.47 ms [2021-11-13 23:09:22 main:574] : INFO : Epoch 1726 | loss: 0.031243 | val_loss: 0.0312377 | Time: 2165.86 ms [2021-11-13 23:09:24 main:574] : INFO : Epoch 1727 | loss: 0.031246 | val_loss: 0.0312423 | Time: 2180.66 ms [2021-11-13 23:09:27 main:574] : INFO : Epoch 1728 | loss: 0.0312461 | val_loss: 0.0312406 | Time: 2212.96 ms [2021-11-13 23:09:29 main:574] : INFO : Epoch 1729 | loss: 0.0312438 | val_loss: 0.0312397 | Time: 2159.08 ms [2021-11-13 23:09:31 main:574] : INFO : Epoch 1730 | loss: 0.031241 | val_loss: 0.0312401 | Time: 2291.62 ms [2021-11-13 23:09:33 main:574] : INFO : Epoch 1731 | loss: 0.0312394 | val_loss: 0.0312365 | Time: 1986.86 ms [2021-11-13 23:09:35 main:574] : INFO : Epoch 1732 | loss: 0.0312391 | val_loss: 0.0312378 | Time: 2353.62 ms [2021-11-13 23:09:37 main:574] : INFO : Epoch 1733 | loss: 0.0312425 | val_loss: 0.03124 | Time: 1968.31 ms [2021-11-13 23:09:40 main:574] : INFO : Epoch 1734 | loss: 0.0312439 | val_loss: 0.0312397 | Time: 2273.95 ms [2021-11-13 23:09:42 main:574] : INFO : Epoch 1735 | loss: 0.0312415 | val_loss: 0.0312394 | Time: 2099.95 ms [2021-11-13 23:09:44 main:574] : INFO : Epoch 1736 | loss: 0.031241 | val_loss: 0.0312425 | Time: 2143.98 ms [2021-11-13 23:09:46 main:574] : INFO : Epoch 1737 | loss: 0.0312414 | val_loss: 0.0312364 | Time: 2304.77 ms [2021-11-13 23:09:48 main:574] : INFO : Epoch 1738 | loss: 0.0312421 | val_loss: 0.031237 | Time: 2098.23 ms [2021-11-13 23:09:51 main:574] : INFO : Epoch 1739 | loss: 0.0312409 | val_loss: 0.0312398 | Time: 2350.91 ms [2021-11-13 23:09:53 main:574] : INFO : Epoch 1740 | loss: 0.031239 | val_loss: 0.0312367 | Time: 2049.17 ms [2021-11-13 23:09:55 main:574] : INFO : Epoch 1741 | loss: 0.0312381 | val_loss: 0.0312366 | Time: 2253.35 ms [2021-11-13 23:09:57 main:574] : INFO : Epoch 1742 | loss: 0.0312386 | val_loss: 0.0312439 | Time: 2132.17 ms [2021-11-13 23:09:59 main:574] : INFO : Epoch 1743 | loss: 0.0312427 | val_loss: 0.0312391 | Time: 2233.54 ms [2021-11-13 23:10:02 main:574] : INFO : Epoch 1744 | loss: 0.0312431 | val_loss: 0.0312416 | Time: 2262.75 ms [2021-11-13 23:10:04 main:574] : INFO : Epoch 1745 | loss: 0.0312474 | val_loss: 0.0312495 | Time: 2111.43 ms [2021-11-13 23:10:06 main:574] : INFO : Epoch 1746 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 2312.8 ms [2021-11-13 23:10:08 main:574] : INFO : Epoch 1747 | loss: 0.0312431 | val_loss: 0.0312389 | Time: 1994.88 ms [2021-11-13 23:10:10 main:574] : INFO : Epoch 1748 | loss: 0.0312399 | val_loss: 0.0312449 | Time: 2267.16 ms [2021-11-13 23:10:13 main:574] : INFO : Epoch 1749 | loss: 0.0312443 | val_loss: 0.0312388 | Time: 2023.94 ms [2021-11-13 23:10:15 main:574] : INFO : Epoch 1750 | loss: 0.0312408 | val_loss: 0.0312379 | Time: 2282.69 ms [2021-11-13 23:10:17 main:574] : INFO : Epoch 1751 | loss: 0.0312397 | val_loss: 0.0312355 | Time: 2123.71 ms [2021-11-13 23:10:19 main:574] : INFO : Epoch 1752 | loss: 0.0312422 | val_loss: 0.0312377 | Time: 2206.46 ms [2021-11-13 23:10:22 main:574] : INFO : Epoch 1753 | loss: 0.0312389 | val_loss: 0.0312367 | Time: 2375.7 ms [2021-11-13 23:10:24 main:574] : INFO : Epoch 1754 | loss: 0.0312394 | val_loss: 0.031237 | Time: 2091.45 ms [2021-11-13 23:10:26 main:574] : INFO : Epoch 1755 | loss: 0.0312402 | val_loss: 0.031236 | Time: 2274.9 ms [2021-11-13 23:10:28 main:574] : INFO : Epoch 1756 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 2012.55 ms [2021-11-13 23:10:30 main:574] : INFO : Epoch 1757 | loss: 0.0312407 | val_loss: 0.0312397 | Time: 2295.11 ms [2021-11-13 23:10:32 main:574] : INFO : Epoch 1758 | loss: 0.0312445 | val_loss: 0.0312402 | Time: 2134.05 ms [2021-11-13 23:10:35 main:574] : INFO : Epoch 1759 | loss: 0.0312446 | val_loss: 0.0312395 | Time: 2265.04 ms [2021-11-13 23:10:37 main:574] : INFO : Epoch 1760 | loss: 0.0312402 | val_loss: 0.0312401 | Time: 2215 ms [2021-11-13 23:10:39 main:574] : INFO : Epoch 1761 | loss: 0.0312394 | val_loss: 0.0312415 | Time: 2048.24 ms [2021-11-13 23:10:41 main:574] : INFO : Epoch 1762 | loss: 0.0312439 | val_loss: 0.0312413 | Time: 2356.95 ms [2021-11-13 23:10:43 main:574] : INFO : Epoch 1763 | loss: 0.03124 | val_loss: 0.0312382 | Time: 1937.42 ms [2021-11-13 23:10:46 main:574] : INFO : Epoch 1764 | loss: 0.0312428 | val_loss: 0.0312375 | Time: 2368.99 ms [2021-11-13 23:10:48 main:574] : INFO : Epoch 1765 | loss: 0.0312405 | val_loss: 0.0312357 | Time: 1934.61 ms [2021-11-13 23:10:50 main:574] : INFO : Epoch 1766 | loss: 0.0312414 | val_loss: 0.0312379 | Time: 2326.55 ms [2021-11-13 23:10:52 main:574] : INFO : Epoch 1767 | loss: 0.0312388 | val_loss: 0.0312377 | Time: 2204.02 ms [2021-11-13 23:10:54 main:574] : INFO : Epoch 1768 | loss: 0.0312423 | val_loss: 0.031237 | Time: 2121.85 ms [2021-11-13 23:10:57 main:574] : INFO : Epoch 1769 | loss: 0.0312394 | val_loss: 0.0312364 | Time: 2329.95 ms [2021-11-13 23:10:59 main:574] : INFO : Epoch 1770 | loss: 0.0312386 | val_loss: 0.0312372 | Time: 2021.44 ms [2021-11-13 23:11:01 main:574] : INFO : Epoch 1771 | loss: 0.0312391 | val_loss: 0.0312358 | Time: 2322.84 ms [2021-11-13 23:11:03 main:574] : INFO : Epoch 1772 | loss: 0.0312416 | val_loss: 0.0312506 | Time: 2023.89 ms [2021-11-13 23:11:05 main:574] : INFO : Epoch 1773 | loss: 0.0312439 | val_loss: 0.0312376 | Time: 2319.66 ms [2021-11-13 23:11:08 main:574] : INFO : Epoch 1774 | loss: 0.031241 | val_loss: 0.0312367 | Time: 2145.51 ms [2021-11-13 23:11:10 main:574] : INFO : Epoch 1775 | loss: 0.0312385 | val_loss: 0.03124 | Time: 2194.64 ms [2021-11-13 23:11:12 main:574] : INFO : Epoch 1776 | loss: 0.0312417 | val_loss: 0.0312377 | Time: 2261.49 ms [2021-11-13 23:11:14 main:574] : INFO : Epoch 1777 | loss: 0.0312402 | val_loss: 0.0312363 | Time: 2033.36 ms [2021-11-13 23:11:16 main:574] : INFO : Epoch 1778 | loss: 0.0312384 | val_loss: 0.0312354 | Time: 2327.31 ms [2021-11-13 23:11:18 main:574] : INFO : Epoch 1779 | loss: 0.0312393 | val_loss: 0.0312359 | Time: 2026.12 ms [2021-11-13 23:11:21 main:574] : INFO : Epoch 1780 | loss: 0.0312413 | val_loss: 0.0312489 | Time: 2319.22 ms [2021-11-13 23:11:23 main:574] : INFO : Epoch 1781 | loss: 0.0312413 | val_loss: 0.0312406 | Time: 2060.38 ms [2021-11-13 23:11:25 main:574] : INFO : Epoch 1782 | loss: 0.0312391 | val_loss: 0.0312347 | Time: 2333.14 ms [2021-11-13 23:11:27 main:574] : INFO : Epoch 1783 | loss: 0.0312389 | val_loss: 0.0312355 | Time: 2215.45 ms [2021-11-13 23:11:30 main:574] : INFO : Epoch 1784 | loss: 0.0312424 | val_loss: 0.0312357 | Time: 2189.6 ms [2021-11-13 23:11:32 main:574] : INFO : Epoch 1785 | loss: 0.0312422 | val_loss: 0.0312384 | Time: 2350.64 ms [2021-11-13 23:11:34 main:574] : INFO : Epoch 1786 | loss: 0.0312399 | val_loss: 0.0312405 | Time: 2041.61 ms [2021-11-13 23:11:36 main:574] : INFO : Epoch 1787 | loss: 0.0312403 | val_loss: 0.0312354 | Time: 2271.48 ms [2021-11-13 23:11:38 main:574] : INFO : Epoch 1788 | loss: 0.0312406 | val_loss: 0.0312354 | Time: 1982.9 ms [2021-11-13 23:11:41 main:574] : INFO : Epoch 1789 | loss: 0.0312464 | val_loss: 0.0312421 | Time: 2457.39 ms [2021-11-13 23:11:43 main:574] : INFO : Epoch 1790 | loss: 0.0312441 | val_loss: 0.0312405 | Time: 2005.52 ms [2021-11-13 23:11:45 main:574] : INFO : Epoch 1791 | loss: 0.031241 | val_loss: 0.0312366 | Time: 2340.85 ms [2021-11-13 23:11:47 main:574] : INFO : Epoch 1792 | loss: 0.0312381 | val_loss: 0.0312355 | Time: 2143.36 ms [2021-11-13 23:11:49 main:574] : INFO : Epoch 1793 | loss: 0.0312411 | val_loss: 0.0312425 | Time: 2127.76 ms [2021-11-13 23:11:52 main:574] : INFO : Epoch 1794 | loss: 0.0312395 | val_loss: 0.0312401 | Time: 2487.64 ms [2021-11-13 23:11:54 main:574] : INFO : Epoch 1795 | loss: 0.031246 | val_loss: 0.0312478 | Time: 1988.68 ms [2021-11-13 23:11:56 main:574] : INFO : Epoch 1796 | loss: 0.0312427 | val_loss: 0.0312372 | Time: 2440.67 ms [2021-11-13 23:11:58 main:574] : INFO : Epoch 1797 | loss: 0.0312397 | val_loss: 0.0312401 | Time: 1937.71 ms [2021-11-13 23:12:01 main:574] : INFO : Epoch 1798 | loss: 0.0312438 | val_loss: 0.0312398 | Time: 2358.57 ms [2021-11-13 23:12:03 main:574] : INFO : Epoch 1799 | loss: 0.0312401 | val_loss: 0.0312382 | Time: 2105.43 ms [2021-11-13 23:12:05 main:574] : INFO : Epoch 1800 | loss: 0.0312384 | val_loss: 0.0312348 | Time: 2241.2 ms [2021-11-13 23:12:07 main:574] : INFO : Epoch 1801 | loss: 0.0312378 | val_loss: 0.0312346 | Time: 2214.98 ms [2021-11-13 23:12:09 main:574] : INFO : Epoch 1802 | loss: 0.0312392 | val_loss: 0.031238 | Time: 2053.42 ms [2021-11-13 23:12:12 main:574] : INFO : Epoch 1803 | loss: 0.0312417 | val_loss: 0.0312415 | Time: 2242.75 ms [2021-11-13 23:12:13 main:574] : INFO : Epoch 1804 | loss: 0.0312391 | val_loss: 0.0312345 | Time: 1867.65 ms [2021-11-13 23:12:16 main:574] : INFO : Epoch 1805 | loss: 0.0312381 | val_loss: 0.0312443 | Time: 2297.57 ms [2021-11-13 23:12:18 main:574] : INFO : Epoch 1806 | loss: 0.0312426 | val_loss: 0.0312465 | Time: 2080.38 ms [2021-11-13 23:12:20 main:574] : INFO : Epoch 1807 | loss: 0.0312419 | val_loss: 0.0312405 | Time: 2302.95 ms [2021-11-13 23:12:22 main:574] : INFO : Epoch 1808 | loss: 0.0312388 | val_loss: 0.0312366 | Time: 2192.52 ms [2021-11-13 23:12:24 main:574] : INFO : Epoch 1809 | loss: 0.0312387 | val_loss: 0.0312393 | Time: 2032.8 ms [2021-11-13 23:12:27 main:574] : INFO : Epoch 1810 | loss: 0.0312407 | val_loss: 0.0312428 | Time: 2349.72 ms [2021-11-13 23:12:29 main:574] : INFO : Epoch 1811 | loss: 0.0312425 | val_loss: 0.0312388 | Time: 1924.75 ms [2021-11-13 23:12:31 main:574] : INFO : Epoch 1812 | loss: 0.0312428 | val_loss: 0.0312382 | Time: 2277.99 ms [2021-11-13 23:12:33 main:574] : INFO : Epoch 1813 | loss: 0.0312411 | val_loss: 0.0312406 | Time: 1967.9 ms [2021-11-13 23:12:35 main:574] : INFO : Epoch 1814 | loss: 0.0312392 | val_loss: 0.0312347 | Time: 2272.02 ms [2021-11-13 23:12:37 main:574] : INFO : Epoch 1815 | loss: 0.031239 | val_loss: 0.0312371 | Time: 2168.63 ms [2021-11-13 23:12:40 main:574] : INFO : Epoch 1816 | loss: 0.0312388 | val_loss: 0.0312346 | Time: 2086.24 ms [2021-11-13 23:12:42 main:574] : INFO : Epoch 1817 | loss: 0.031238 | val_loss: 0.0312357 | Time: 2397.27 ms [2021-11-13 23:12:44 main:574] : INFO : Epoch 1818 | loss: 0.0312392 | val_loss: 0.031235 | Time: 2050.82 ms [2021-11-13 23:12:46 main:574] : INFO : Epoch 1819 | loss: 0.0312389 | val_loss: 0.0312338 | Time: 2405.31 ms [2021-11-13 23:12:48 main:574] : INFO : Epoch 1820 | loss: 0.0312382 | val_loss: 0.0312355 | Time: 1978.13 ms [2021-11-13 23:12:51 main:574] : INFO : Epoch 1821 | loss: 0.0312382 | val_loss: 0.0312353 | Time: 2292.12 ms [2021-11-13 23:12:53 main:574] : INFO : Epoch 1822 | loss: 0.0312371 | val_loss: 0.031237 | Time: 2135.2 ms [2021-11-13 23:12:55 main:574] : INFO : Epoch 1823 | loss: 0.0312368 | val_loss: 0.031233 | Time: 2207.67 ms [2021-11-13 23:12:57 main:574] : INFO : Epoch 1824 | loss: 0.0312391 | val_loss: 0.0312408 | Time: 2215.45 ms [2021-11-13 23:12:59 main:574] : INFO : Epoch 1825 | loss: 0.0312424 | val_loss: 0.0312383 | Time: 1990.14 ms [2021-11-13 23:13:02 main:574] : INFO : Epoch 1826 | loss: 0.0312383 | val_loss: 0.0312353 | Time: 2258.27 ms [2021-11-13 23:13:04 main:574] : INFO : Epoch 1827 | loss: 0.0312424 | val_loss: 0.0312417 | Time: 1906.95 ms [2021-11-13 23:13:06 main:574] : INFO : Epoch 1828 | loss: 0.0312421 | val_loss: 0.0312383 | Time: 2288.63 ms [2021-11-13 23:13:08 main:574] : INFO : Epoch 1829 | loss: 0.0312411 | val_loss: 0.0312349 | Time: 2086.1 ms [2021-11-13 23:13:10 main:574] : INFO : Epoch 1830 | loss: 0.0312383 | val_loss: 0.0312339 | Time: 2238.36 ms [2021-11-13 23:13:12 main:574] : INFO : Epoch 1831 | loss: 0.0312365 | val_loss: 0.0312355 | Time: 2213.17 ms [2021-11-13 23:13:14 main:574] : INFO : Epoch 1832 | loss: 0.0312396 | val_loss: 0.0312393 | Time: 2087.82 ms [2021-11-13 23:13:17 main:574] : INFO : Epoch 1833 | loss: 0.0312455 | val_loss: 0.0312482 | Time: 2323.92 ms [2021-11-13 23:13:19 main:574] : INFO : Epoch 1834 | loss: 0.0312428 | val_loss: 0.031238 | Time: 1920.47 ms [2021-11-13 23:13:21 main:574] : INFO : Epoch 1835 | loss: 0.0312399 | val_loss: 0.0312377 | Time: 2313.04 ms [2021-11-13 23:13:23 main:574] : INFO : Epoch 1836 | loss: 0.0312433 | val_loss: 0.0312409 | Time: 2025.14 ms [2021-11-13 23:13:25 main:574] : INFO : Epoch 1837 | loss: 0.0312397 | val_loss: 0.0312346 | Time: 2323.39 ms [2021-11-13 23:13:28 main:574] : INFO : Epoch 1838 | loss: 0.0312398 | val_loss: 0.0312412 | Time: 2216.46 ms [2021-11-13 23:13:30 main:574] : INFO : Epoch 1839 | loss: 0.0312397 | val_loss: 0.0312355 | Time: 2088.93 ms [2021-11-13 23:13:32 main:574] : INFO : Epoch 1840 | loss: 0.0312409 | val_loss: 0.031235 | Time: 2341.66 ms [2021-11-13 23:13:34 main:574] : INFO : Epoch 1841 | loss: 0.0312392 | val_loss: 0.0312469 | Time: 2007.22 ms [2021-11-13 23:13:36 main:574] : INFO : Epoch 1842 | loss: 0.0312385 | val_loss: 0.031237 | Time: 2301.59 ms [2021-11-13 23:13:38 main:574] : INFO : Epoch 1843 | loss: 0.0312386 | val_loss: 0.0312395 | Time: 2003.47 ms [2021-11-13 23:13:41 main:574] : INFO : Epoch 1844 | loss: 0.031238 | val_loss: 0.0312337 | Time: 2335.72 ms [2021-11-13 23:13:43 main:574] : INFO : Epoch 1845 | loss: 0.031238 | val_loss: 0.031233 | Time: 2134.65 ms [2021-11-13 23:13:45 main:574] : INFO : Epoch 1846 | loss: 0.0312379 | val_loss: 0.0312329 | Time: 2198.43 ms [2021-11-13 23:13:47 main:574] : INFO : Epoch 1847 | loss: 0.0312367 | val_loss: 0.0312334 | Time: 2208.27 ms [2021-11-13 23:13:49 main:574] : INFO : Epoch 1848 | loss: 0.0312391 | val_loss: 0.0312356 | Time: 2028.93 ms [2021-11-13 23:13:52 main:574] : INFO : Epoch 1849 | loss: 0.0312414 | val_loss: 0.0312407 | Time: 2373.16 ms [2021-11-13 23:13:54 main:574] : INFO : Epoch 1850 | loss: 0.0312379 | val_loss: 0.0312339 | Time: 1957.28 ms [2021-11-13 23:13:56 main:574] : INFO : Epoch 1851 | loss: 0.0312389 | val_loss: 0.0312344 | Time: 2303.56 ms [2021-11-13 23:13:58 main:574] : INFO : Epoch 1852 | loss: 0.0312407 | val_loss: 0.0312363 | Time: 2074.61 ms [2021-11-13 23:14:00 main:574] : INFO : Epoch 1853 | loss: 0.0312392 | val_loss: 0.0312344 | Time: 2267.38 ms [2021-11-13 23:14:03 main:574] : INFO : Epoch 1854 | loss: 0.031238 | val_loss: 0.0312346 | Time: 2151.15 ms [2021-11-13 23:14:05 main:574] : INFO : Epoch 1855 | loss: 0.0312434 | val_loss: 0.0312384 | Time: 2051.4 ms [2021-11-13 23:14:07 main:574] : INFO : Epoch 1856 | loss: 0.031238 | val_loss: 0.0312372 | Time: 2335.85 ms [2021-11-13 23:14:09 main:574] : INFO : Epoch 1857 | loss: 0.0312387 | val_loss: 0.0312363 | Time: 1955.22 ms [2021-11-13 23:14:11 main:574] : INFO : Epoch 1858 | loss: 0.0312379 | val_loss: 0.0312343 | Time: 2375.06 ms [2021-11-13 23:14:13 main:574] : INFO : Epoch 1859 | loss: 0.0312385 | val_loss: 0.0312349 | Time: 2006.37 ms [2021-11-13 23:14:16 main:574] : INFO : Epoch 1860 | loss: 0.031238 | val_loss: 0.0312359 | Time: 2320.37 ms [2021-11-13 23:14:18 main:574] : INFO : Epoch 1861 | loss: 0.031237 | val_loss: 0.031233 | Time: 2127.69 ms [2021-11-13 23:14:20 main:574] : INFO : Epoch 1862 | loss: 0.0312382 | val_loss: 0.0312333 | Time: 2077.47 ms [2021-11-13 23:14:22 main:574] : INFO : Epoch 1863 | loss: 0.031238 | val_loss: 0.0312368 | Time: 2338.94 ms [2021-11-13 23:14:24 main:574] : INFO : Epoch 1864 | loss: 0.0312391 | val_loss: 0.0312349 | Time: 2021.65 ms [2021-11-13 23:14:27 main:574] : INFO : Epoch 1865 | loss: 0.031237 | val_loss: 0.031234 | Time: 2374.14 ms [2021-11-13 23:14:29 main:574] : INFO : Epoch 1866 | loss: 0.0312371 | val_loss: 0.0312338 | Time: 1997.06 ms [2021-11-13 23:14:31 main:574] : INFO : Epoch 1867 | loss: 0.0312362 | val_loss: 0.0312337 | Time: 2254.77 ms [2021-11-13 23:14:33 main:574] : INFO : Epoch 1868 | loss: 0.0312368 | val_loss: 0.0312363 | Time: 2159.69 ms [2021-11-13 23:14:35 main:574] : INFO : Epoch 1869 | loss: 0.0312377 | val_loss: 0.0312373 | Time: 2200.5 ms [2021-11-13 23:14:38 main:574] : INFO : Epoch 1870 | loss: 0.031238 | val_loss: 0.031235 | Time: 2214.75 ms [2021-11-13 23:14:40 main:574] : INFO : Epoch 1871 | loss: 0.0312381 | val_loss: 0.0312428 | Time: 2050.63 ms [2021-11-13 23:14:42 main:574] : INFO : Epoch 1872 | loss: 0.0312406 | val_loss: 0.0312358 | Time: 2327.02 ms [2021-11-13 23:14:44 main:574] : INFO : Epoch 1873 | loss: 0.0312375 | val_loss: 0.0312331 | Time: 1965.4 ms [2021-11-13 23:14:46 main:574] : INFO : Epoch 1874 | loss: 0.0312393 | val_loss: 0.0312361 | Time: 2284.21 ms [2021-11-13 23:14:48 main:574] : INFO : Epoch 1875 | loss: 0.0312379 | val_loss: 0.0312344 | Time: 2062.65 ms [2021-11-13 23:14:51 main:574] : INFO : Epoch 1876 | loss: 0.0312385 | val_loss: 0.0312349 | Time: 2251.98 ms [2021-11-13 23:14:53 main:574] : INFO : Epoch 1877 | loss: 0.0312368 | val_loss: 0.0312326 | Time: 2217.92 ms [2021-11-13 23:14:55 main:574] : INFO : Epoch 1878 | loss: 0.0312433 | val_loss: 0.0312438 | Time: 2110.25 ms [2021-11-13 23:14:57 main:574] : INFO : Epoch 1879 | loss: 0.0312395 | val_loss: 0.0312368 | Time: 2442.58 ms [2021-11-13 23:14:59 main:574] : INFO : Epoch 1880 | loss: 0.0312429 | val_loss: 0.0312382 | Time: 1908.61 ms [2021-11-13 23:15:02 main:574] : INFO : Epoch 1881 | loss: 0.0312414 | val_loss: 0.0312367 | Time: 2431.99 ms [2021-11-13 23:15:04 main:574] : INFO : Epoch 1882 | loss: 0.0312389 | val_loss: 0.0312369 | Time: 1947.74 ms [2021-11-13 23:15:06 main:574] : INFO : Epoch 1883 | loss: 0.0312391 | val_loss: 0.0312353 | Time: 2319.89 ms [2021-11-13 23:15:08 main:574] : INFO : Epoch 1884 | loss: 0.031238 | val_loss: 0.0312337 | Time: 2115.41 ms [2021-11-13 23:15:10 main:574] : INFO : Epoch 1885 | loss: 0.0312365 | val_loss: 0.0312351 | Time: 2209.09 ms [2021-11-13 23:15:13 main:574] : INFO : Epoch 1886 | loss: 0.0312391 | val_loss: 0.0312373 | Time: 2343.52 ms [2021-11-13 23:15:15 main:574] : INFO : Epoch 1887 | loss: 0.0312397 | val_loss: 0.031237 | Time: 2076.74 ms [2021-11-13 23:15:17 main:574] : INFO : Epoch 1888 | loss: 0.0312401 | val_loss: 0.0312347 | Time: 2409.26 ms [2021-11-13 23:15:19 main:574] : INFO : Epoch 1889 | loss: 0.0312393 | val_loss: 0.0312364 | Time: 1982.29 ms [2021-11-13 23:15:22 main:574] : INFO : Epoch 1890 | loss: 0.0312382 | val_loss: 0.0312337 | Time: 2266.83 ms [2021-11-13 23:15:24 main:574] : INFO : Epoch 1891 | loss: 0.0312382 | val_loss: 0.0312336 | Time: 2071.5 ms [2021-11-13 23:15:26 main:574] : INFO : Epoch 1892 | loss: 0.0312368 | val_loss: 0.0312334 | Time: 2289.09 ms [2021-11-13 23:15:28 main:574] : INFO : Epoch 1893 | loss: 0.0312373 | val_loss: 0.0312338 | Time: 2151.5 ms [2021-11-13 23:15:30 main:574] : INFO : Epoch 1894 | loss: 0.0312376 | val_loss: 0.0312339 | Time: 2141.13 ms [2021-11-13 23:15:33 main:574] : INFO : Epoch 1895 | loss: 0.0312369 | val_loss: 0.0312364 | Time: 2319 ms [2021-11-13 23:15:34 main:574] : INFO : Epoch 1896 | loss: 0.0312377 | val_loss: 0.0312404 | Time: 1921.85 ms [2021-11-13 23:15:37 main:574] : INFO : Epoch 1897 | loss: 0.0312391 | val_loss: 0.0312386 | Time: 2323.98 ms [2021-11-13 23:15:39 main:574] : INFO : Epoch 1898 | loss: 0.0312396 | val_loss: 0.0312348 | Time: 1953.94 ms [2021-11-13 23:15:41 main:574] : INFO : Epoch 1899 | loss: 0.0312381 | val_loss: 0.0312364 | Time: 2301.71 ms [2021-11-13 23:15:43 main:574] : INFO : Epoch 1900 | loss: 0.0312418 | val_loss: 0.031242 | Time: 2146.85 ms [2021-11-13 23:15:45 main:574] : INFO : Epoch 1901 | loss: 0.031242 | val_loss: 0.0312414 | Time: 2192.46 ms [2021-11-13 23:15:48 main:574] : INFO : Epoch 1902 | loss: 0.0312399 | val_loss: 0.0312375 | Time: 2351.72 ms [2021-11-13 23:15:50 main:574] : INFO : Epoch 1903 | loss: 0.0312373 | val_loss: 0.0312339 | Time: 2021.2 ms [2021-11-13 23:15:52 main:574] : INFO : Epoch 1904 | loss: 0.0312393 | val_loss: 0.0312411 | Time: 2279.05 ms [2021-11-13 23:15:54 main:574] : INFO : Epoch 1905 | loss: 0.0312433 | val_loss: 0.0312429 | Time: 2018.19 ms [2021-11-13 23:15:56 main:574] : INFO : Epoch 1906 | loss: 0.0312409 | val_loss: 0.0312348 | Time: 2321.44 ms [2021-11-13 23:15:59 main:574] : INFO : Epoch 1907 | loss: 0.0312372 | val_loss: 0.0312365 | Time: 2081.76 ms [2021-11-13 23:16:01 main:574] : INFO : Epoch 1908 | loss: 0.0312372 | val_loss: 0.0312333 | Time: 2261.53 ms [2021-11-13 23:16:03 main:574] : INFO : Epoch 1909 | loss: 0.0312372 | val_loss: 0.0312351 | Time: 2218.22 ms [2021-11-13 23:16:05 main:574] : INFO : Epoch 1910 | loss: 0.0312372 | val_loss: 0.0312341 | Time: 2149.2 ms [2021-11-13 23:16:08 main:574] : INFO : Epoch 1911 | loss: 0.0312386 | val_loss: 0.0312353 | Time: 2315.9 ms [2021-11-13 23:16:10 main:574] : INFO : Epoch 1912 | loss: 0.0312402 | val_loss: 0.0312368 | Time: 1972.81 ms [2021-11-13 23:16:12 main:574] : INFO : Epoch 1913 | loss: 0.0312403 | val_loss: 0.0312387 | Time: 2244.84 ms [2021-11-13 23:16:14 main:574] : INFO : Epoch 1914 | loss: 0.0312381 | val_loss: 0.0312327 | Time: 2015.95 ms [2021-11-13 23:16:16 main:574] : INFO : Epoch 1915 | loss: 0.0312398 | val_loss: 0.031235 | Time: 2319.86 ms [2021-11-13 23:16:18 main:574] : INFO : Epoch 1916 | loss: 0.0312414 | val_loss: 0.0312352 | Time: 2104.21 ms [2021-11-13 23:16:20 main:574] : INFO : Epoch 1917 | loss: 0.0312397 | val_loss: 0.0312354 | Time: 2162.81 ms [2021-11-13 23:16:23 main:574] : INFO : Epoch 1918 | loss: 0.0312374 | val_loss: 0.0312329 | Time: 2345.34 ms [2021-11-13 23:16:25 main:574] : INFO : Epoch 1919 | loss: 0.0312384 | val_loss: 0.0312386 | Time: 1998.94 ms [2021-11-13 23:16:27 main:574] : INFO : Epoch 1920 | loss: 0.0312385 | val_loss: 0.0312336 | Time: 2375.1 ms [2021-11-13 23:16:29 main:574] : INFO : Epoch 1921 | loss: 0.0312385 | val_loss: 0.0312362 | Time: 1987.32 ms [2021-11-13 23:16:32 main:574] : INFO : Epoch 1922 | loss: 0.0312377 | val_loss: 0.0312357 | Time: 2300.4 ms [2021-11-13 23:16:34 main:574] : INFO : Epoch 1923 | loss: 0.0312384 | val_loss: 0.031235 | Time: 2073.62 ms [2021-11-13 23:16:36 main:574] : INFO : Epoch 1924 | loss: 0.0312374 | val_loss: 0.0312335 | Time: 2199.56 ms [2021-11-13 23:16:38 main:574] : INFO : Epoch 1925 | loss: 0.0312386 | val_loss: 0.0312363 | Time: 2258.05 ms [2021-11-13 23:16:40 main:574] : INFO : Epoch 1926 | loss: 0.0312382 | val_loss: 0.0312348 | Time: 2051.35 ms [2021-11-13 23:16:42 main:574] : INFO : Epoch 1927 | loss: 0.0312416 | val_loss: 0.0312366 | Time: 2323.47 ms [2021-11-13 23:16:45 main:574] : INFO : Epoch 1928 | loss: 0.0312399 | val_loss: 0.0312345 | Time: 2088.37 ms [2021-11-13 23:16:47 main:574] : INFO : Epoch 1929 | loss: 0.0312383 | val_loss: 0.0312374 | Time: 2258.3 ms [2021-11-13 23:16:49 main:574] : INFO : Epoch 1930 | loss: 0.0312422 | val_loss: 0.031237 | Time: 1980.06 ms [2021-11-13 23:16:51 main:574] : INFO : Epoch 1931 | loss: 0.031239 | val_loss: 0.0312342 | Time: 2365.41 ms [2021-11-13 23:16:53 main:574] : INFO : Epoch 1932 | loss: 0.0312377 | val_loss: 0.0312347 | Time: 2200.29 ms [2021-11-13 23:16:56 main:574] : INFO : Epoch 1933 | loss: 0.0312373 | val_loss: 0.0312349 | Time: 2099.13 ms [2021-11-13 23:16:58 main:574] : INFO : Epoch 1934 | loss: 0.0312379 | val_loss: 0.031235 | Time: 2360.05 ms [2021-11-13 23:17:00 main:574] : INFO : Epoch 1935 | loss: 0.0312395 | val_loss: 0.0312388 | Time: 2026.58 ms [2021-11-13 23:17:03 main:574] : INFO : Epoch 1936 | loss: 0.0312411 | val_loss: 0.0312406 | Time: 2575.06 ms [2021-11-13 23:17:05 main:574] : INFO : Epoch 1937 | loss: 0.0312404 | val_loss: 0.0312388 | Time: 2007.74 ms [2021-11-13 23:17:07 main:574] : INFO : Epoch 1938 | loss: 0.031239 | val_loss: 0.0312345 | Time: 2365.27 ms [2021-11-13 23:17:09 main:574] : INFO : Epoch 1939 | loss: 0.0312377 | val_loss: 0.0312364 | Time: 1942.71 ms [2021-11-13 23:17:11 main:574] : INFO : Epoch 1940 | loss: 0.0312378 | val_loss: 0.0312353 | Time: 2374.09 ms [2021-11-13 23:17:14 main:574] : INFO : Epoch 1941 | loss: 0.0312367 | val_loss: 0.0312352 | Time: 2245.02 ms [2021-11-13 23:17:16 main:574] : INFO : Epoch 1942 | loss: 0.0312374 | val_loss: 0.0312368 | Time: 2141.41 ms [2021-11-13 23:17:18 main:574] : INFO : Epoch 1943 | loss: 0.0312391 | val_loss: 0.0312351 | Time: 2367.61 ms [2021-11-13 23:17:20 main:574] : INFO : Epoch 1944 | loss: 0.0312372 | val_loss: 0.0312452 | Time: 1965.39 ms [2021-11-13 23:17:22 main:574] : INFO : Epoch 1945 | loss: 0.0312417 | val_loss: 0.0312382 | Time: 2333.07 ms [2021-11-13 23:17:24 main:574] : INFO : Epoch 1946 | loss: 0.0312376 | val_loss: 0.0312331 | Time: 1889.21 ms [2021-11-13 23:17:27 main:574] : INFO : Epoch 1947 | loss: 0.031238 | val_loss: 0.0312353 | Time: 2515.28 ms [2021-11-13 23:17:29 main:574] : INFO : Epoch 1948 | loss: 0.0312372 | val_loss: 0.0312375 | Time: 2596.56 ms [2021-11-13 23:17:32 main:574] : INFO : Epoch 1949 | loss: 0.031237 | val_loss: 0.0312329 | Time: 2445.22 ms [2021-11-13 23:17:34 main:574] : INFO : Epoch 1950 | loss: 0.0312379 | val_loss: 0.0312331 | Time: 2496.03 ms [2021-11-13 23:17:37 main:574] : INFO : Epoch 1951 | loss: 0.0312368 | val_loss: 0.0312369 | Time: 2389.63 ms [2021-11-13 23:17:39 main:574] : INFO : Epoch 1952 | loss: 0.0312371 | val_loss: 0.031233 | Time: 2448.98 ms [2021-11-13 23:17:42 main:574] : INFO : Epoch 1953 | loss: 0.0312372 | val_loss: 0.0312368 | Time: 2317.41 ms [2021-11-13 23:17:44 main:574] : INFO : Epoch 1954 | loss: 0.03124 | val_loss: 0.0312344 | Time: 2357.32 ms [2021-11-13 23:17:46 main:574] : INFO : Epoch 1955 | loss: 0.0312399 | val_loss: 0.0312395 | Time: 2291.24 ms [2021-11-13 23:17:48 main:574] : INFO : Epoch 1956 | loss: 0.0312378 | val_loss: 0.0312357 | Time: 2263.84 ms [2021-11-13 23:17:51 main:574] : INFO : Epoch 1957 | loss: 0.031238 | val_loss: 0.0312354 | Time: 2118.59 ms [2021-11-13 23:17:53 main:574] : INFO : Epoch 1958 | loss: 0.0312383 | val_loss: 0.0312337 | Time: 2312.13 ms [2021-11-13 23:17:55 main:574] : INFO : Epoch 1959 | loss: 0.0312372 | val_loss: 0.0312331 | Time: 2264.69 ms [2021-11-13 23:17:58 main:574] : INFO : Epoch 1960 | loss: 0.0312384 | val_loss: 0.0312371 | Time: 2319.96 ms [2021-11-13 23:18:00 main:574] : INFO : Epoch 1961 | loss: 0.0312379 | val_loss: 0.0312341 | Time: 2218.67 ms [2021-11-13 23:18:03 main:574] : INFO : Epoch 1962 | loss: 0.0312379 | val_loss: 0.0312342 | Time: 3207.91 ms [2021-11-13 23:18:06 main:574] : INFO : Epoch 1963 | loss: 0.0312383 | val_loss: 0.031234 | Time: 2489.25 ms [2021-11-13 23:18:08 main:574] : INFO : Epoch 1964 | loss: 0.0312371 | val_loss: 0.0312348 | Time: 2222.39 ms [2021-11-13 23:18:10 main:574] : INFO : Epoch 1965 | loss: 0.0312386 | val_loss: 0.0312375 | Time: 1773.59 ms [2021-11-13 23:18:12 main:574] : INFO : Epoch 1966 | loss: 0.0312373 | val_loss: 0.031237 | Time: 2825.57 ms [2021-11-13 23:18:15 main:574] : INFO : Epoch 1967 | loss: 0.0312392 | val_loss: 0.0312342 | Time: 3004.95 ms [2021-11-13 23:18:18 main:574] : INFO : Epoch 1968 | loss: 0.0312367 | val_loss: 0.0312345 | Time: 2953.32 ms [2021-11-13 23:18:21 main:574] : INFO : Epoch 1969 | loss: 0.0312366 | val_loss: 0.0312332 | Time: 2854.15 ms [2021-11-13 23:18:24 main:574] : INFO : Epoch 1970 | loss: 0.0312371 | val_loss: 0.0312341 | Time: 2703.94 ms [2021-11-13 23:18:26 main:574] : INFO : Epoch 1971 | loss: 0.0312363 | val_loss: 0.0312379 | Time: 2295.42 ms [2021-11-13 23:18:29 main:574] : INFO : Epoch 1972 | loss: 0.0312401 | val_loss: 0.0312438 | Time: 2247.1 ms [2021-11-13 23:18:31 main:574] : INFO : Epoch 1973 | loss: 0.0312387 | val_loss: 0.0312331 | Time: 2226.06 ms [2021-11-13 23:18:33 main:574] : INFO : Epoch 1974 | loss: 0.0312399 | val_loss: 0.0312341 | Time: 2303.1 ms [2021-11-13 23:18:35 main:574] : INFO : Epoch 1975 | loss: 0.0312388 | val_loss: 0.0312332 | Time: 2031.35 ms [2021-11-13 23:18:38 main:574] : INFO : Epoch 1976 | loss: 0.0312381 | val_loss: 0.0312339 | Time: 2515.25 ms [2021-11-13 23:18:40 main:574] : INFO : Epoch 1977 | loss: 0.0312393 | val_loss: 0.0312375 | Time: 2035.4 ms [2021-11-13 23:18:42 main:574] : INFO : Epoch 1978 | loss: 0.0312375 | val_loss: 0.0312333 | Time: 2260.63 ms [2021-11-13 23:18:44 main:574] : INFO : Epoch 1979 | loss: 0.0312382 | val_loss: 0.031235 | Time: 2024.47 ms [2021-11-13 23:18:46 main:574] : INFO : Epoch 1980 | loss: 0.0312385 | val_loss: 0.0312368 | Time: 2121.08 ms [2021-11-13 23:18:48 main:574] : INFO : Epoch 1981 | loss: 0.0312374 | val_loss: 0.0312351 | Time: 2227.74 ms [2021-11-13 23:18:50 main:574] : INFO : Epoch 1982 | loss: 0.0312366 | val_loss: 0.0312333 | Time: 1945.37 ms [2021-11-13 23:18:53 main:574] : INFO : Epoch 1983 | loss: 0.0312365 | val_loss: 0.0312334 | Time: 2353.39 ms [2021-11-13 23:18:55 main:574] : INFO : Epoch 1984 | loss: 0.0312358 | val_loss: 0.0312322 | Time: 2046.37 ms [2021-11-13 23:18:57 main:574] : INFO : Epoch 1985 | loss: 0.0312394 | val_loss: 0.0312363 | Time: 2377.03 ms [2021-11-13 23:18:59 main:574] : INFO : Epoch 1986 | loss: 0.0312373 | val_loss: 0.0312336 | Time: 2026.06 ms [2021-11-13 23:19:02 main:574] : INFO : Epoch 1987 | loss: 0.0312366 | val_loss: 0.0312354 | Time: 2337.08 ms [2021-11-13 23:19:04 main:574] : INFO : Epoch 1988 | loss: 0.0312371 | val_loss: 0.0312345 | Time: 2242.48 ms [2021-11-13 23:19:06 main:574] : INFO : Epoch 1989 | loss: 0.0312392 | val_loss: 0.0312425 | Time: 2296.46 ms [2021-11-13 23:19:08 main:574] : INFO : Epoch 1990 | loss: 0.0312397 | val_loss: 0.0312363 | Time: 2339.31 ms [2021-11-13 23:19:10 main:574] : INFO : Epoch 1991 | loss: 0.0312382 | val_loss: 0.0312382 | Time: 1997.43 ms [2021-11-13 23:19:13 main:574] : INFO : Epoch 1992 | loss: 0.0312376 | val_loss: 0.0312391 | Time: 2329.8 ms [2021-11-13 23:19:15 main:574] : INFO : Epoch 1993 | loss: 0.0312373 | val_loss: 0.0312345 | Time: 1942.2 ms [2021-11-13 23:19:17 main:574] : INFO : Epoch 1994 | loss: 0.0312382 | val_loss: 0.031234 | Time: 2405.76 ms [2021-11-13 23:19:19 main:574] : INFO : Epoch 1995 | loss: 0.0312392 | val_loss: 0.0312439 | Time: 2053.82 ms [2021-11-13 23:19:22 main:574] : INFO : Epoch 1996 | loss: 0.0312382 | val_loss: 0.031236 | Time: 2301.35 ms [2021-11-13 23:19:24 main:574] : INFO : Epoch 1997 | loss: 0.0312377 | val_loss: 0.0312361 | Time: 2191.39 ms [2021-11-13 23:19:26 main:574] : INFO : Epoch 1998 | loss: 0.0312371 | val_loss: 0.0312357 | Time: 2035.45 ms [2021-11-13 23:19:28 main:574] : INFO : Epoch 1999 | loss: 0.0312395 | val_loss: 0.0312341 | Time: 2278.47 ms [2021-11-13 23:19:30 main:574] : INFO : Epoch 2000 | loss: 0.0312368 | val_loss: 0.0312398 | Time: 1987.53 ms [2021-11-13 23:19:32 main:574] : INFO : Epoch 2001 | loss: 0.0312377 | val_loss: 0.0312427 | Time: 2396.74 ms [2021-11-13 23:19:34 main:574] : INFO : Epoch 2002 | loss: 0.0312379 | val_loss: 0.0312339 | Time: 1941.77 ms [2021-11-13 23:19:37 main:574] : INFO : Epoch 2003 | loss: 0.0312369 | val_loss: 0.0312328 | Time: 2416.02 ms [2021-11-13 23:19:39 main:574] : INFO : Epoch 2004 | loss: 0.0312356 | val_loss: 0.0312332 | Time: 2137.56 ms [2021-11-13 23:19:41 main:574] : INFO : Epoch 2005 | loss: 0.0312375 | val_loss: 0.0312341 | Time: 2131.34 ms [2021-11-13 23:19:43 main:574] : INFO : Epoch 2006 | loss: 0.0312391 | val_loss: 0.0312401 | Time: 2302.46 ms [2021-11-13 23:19:45 main:574] : INFO : Epoch 2007 | loss: 0.0312378 | val_loss: 0.0312457 | Time: 1995.68 ms [2021-11-13 23:19:48 main:574] : INFO : Epoch 2008 | loss: 0.0312397 | val_loss: 0.0312368 | Time: 2279.07 ms [2021-11-13 23:19:50 main:574] : INFO : Epoch 2009 | loss: 0.0312374 | val_loss: 0.0312328 | Time: 1924.48 ms [2021-11-13 23:19:52 main:574] : INFO : Epoch 2010 | loss: 0.0312376 | val_loss: 0.0312331 | Time: 2291.3 ms [2021-11-13 23:19:54 main:574] : INFO : Epoch 2011 | loss: 0.0312397 | val_loss: 0.0312402 | Time: 2186.6 ms [2021-11-13 23:19:56 main:574] : INFO : Epoch 2012 | loss: 0.0312449 | val_loss: 0.0312411 | Time: 2185 ms [2021-11-13 23:19:59 main:574] : INFO : Epoch 2013 | loss: 0.0312388 | val_loss: 0.031236 | Time: 2260.94 ms [2021-11-13 23:20:01 main:574] : INFO : Epoch 2014 | loss: 0.0312372 | val_loss: 0.0312338 | Time: 2001.91 ms [2021-11-13 23:20:03 main:574] : INFO : Epoch 2015 | loss: 0.0312369 | val_loss: 0.0312339 | Time: 2343.53 ms [2021-11-13 23:20:05 main:574] : INFO : Epoch 2016 | loss: 0.0312401 | val_loss: 0.0312349 | Time: 2019.81 ms [2021-11-13 23:20:07 main:574] : INFO : Epoch 2017 | loss: 0.0312406 | val_loss: 0.0312349 | Time: 2317.25 ms [2021-11-13 23:20:10 main:574] : INFO : Epoch 2018 | loss: 0.0312401 | val_loss: 0.0312454 | Time: 2204.51 ms [2021-11-13 23:20:12 main:574] : INFO : Epoch 2019 | loss: 0.0312416 | val_loss: 0.0312382 | Time: 2330.31 ms [2021-11-13 23:20:14 main:574] : INFO : Epoch 2020 | loss: 0.0312387 | val_loss: 0.0312337 | Time: 2126.83 ms [2021-11-13 23:20:16 main:574] : INFO : Epoch 2021 | loss: 0.0312384 | val_loss: 0.0312337 | Time: 2187.87 ms [2021-11-13 23:20:19 main:574] : INFO : Epoch 2022 | loss: 0.0312388 | val_loss: 0.031235 | Time: 2319.35 ms [2021-11-13 23:20:21 main:574] : INFO : Epoch 2023 | loss: 0.0312395 | val_loss: 0.0312341 | Time: 2092.94 ms [2021-11-13 23:20:23 main:574] : INFO : Epoch 2024 | loss: 0.0312373 | val_loss: 0.0312333 | Time: 2364.76 ms [2021-11-13 23:20:25 main:574] : INFO : Epoch 2025 | loss: 0.0312376 | val_loss: 0.0312335 | Time: 1948.07 ms [2021-11-13 23:20:27 main:574] : INFO : Epoch 2026 | loss: 0.0312413 | val_loss: 0.031242 | Time: 2391.5 ms [2021-11-13 23:20:30 main:574] : INFO : Epoch 2027 | loss: 0.0312403 | val_loss: 0.0312351 | Time: 2031.66 ms [2021-11-13 23:20:32 main:574] : INFO : Epoch 2028 | loss: 0.031236 | val_loss: 0.0312348 | Time: 2240.32 ms [2021-11-13 23:20:34 main:574] : INFO : Epoch 2029 | loss: 0.0312389 | val_loss: 0.0312341 | Time: 2214.67 ms [2021-11-13 23:20:36 main:574] : INFO : Epoch 2030 | loss: 0.0312376 | val_loss: 0.0312337 | Time: 2085.63 ms [2021-11-13 23:20:38 main:574] : INFO : Epoch 2031 | loss: 0.0312355 | val_loss: 0.0312339 | Time: 2309.06 ms [2021-11-13 23:20:40 main:574] : INFO : Epoch 2032 | loss: 0.0312363 | val_loss: 0.0312334 | Time: 1988.48 ms [2021-11-13 23:20:43 main:574] : INFO : Epoch 2033 | loss: 0.0312395 | val_loss: 0.0312361 | Time: 2400.75 ms [2021-11-13 23:20:45 main:574] : INFO : Epoch 2034 | loss: 0.0312371 | val_loss: 0.0312325 | Time: 2063.62 ms [2021-11-13 23:20:47 main:574] : INFO : Epoch 2035 | loss: 0.0312398 | val_loss: 0.0312354 | Time: 2330.24 ms [2021-11-13 23:20:49 main:574] : INFO : Epoch 2036 | loss: 0.0312384 | val_loss: 0.0312338 | Time: 2086.34 ms [2021-11-13 23:20:52 main:574] : INFO : Epoch 2037 | loss: 0.031237 | val_loss: 0.0312333 | Time: 2212.37 ms [2021-11-13 23:20:54 main:574] : INFO : Epoch 2038 | loss: 0.0312374 | val_loss: 0.0312351 | Time: 2284.11 ms [2021-11-13 23:20:56 main:574] : INFO : Epoch 2039 | loss: 0.0312373 | val_loss: 0.0312337 | Time: 2046.45 ms [2021-11-13 23:20:58 main:574] : INFO : Epoch 2040 | loss: 0.031236 | val_loss: 0.0312336 | Time: 2364.05 ms [2021-11-13 23:21:00 main:574] : INFO : Epoch 2041 | loss: 0.0312374 | val_loss: 0.0312336 | Time: 1952.43 ms [2021-11-13 23:21:03 main:574] : INFO : Epoch 2042 | loss: 0.0312384 | val_loss: 0.0312346 | Time: 2444.03 ms [2021-11-13 23:21:05 main:574] : INFO : Epoch 2043 | loss: 0.0312383 | val_loss: 0.0312342 | Time: 2011.3 ms [2021-11-13 23:21:07 main:574] : INFO : Epoch 2044 | loss: 0.0312368 | val_loss: 0.0312344 | Time: 2353.01 ms [2021-11-13 23:21:09 main:574] : INFO : Epoch 2045 | loss: 0.0312392 | val_loss: 0.0312364 | Time: 2124.1 ms [2021-11-13 23:21:11 main:574] : INFO : Epoch 2046 | loss: 0.0312379 | val_loss: 0.0312348 | Time: 2154.45 ms [2021-11-13 23:21:14 main:574] : INFO : Epoch 2047 | loss: 0.0312386 | val_loss: 0.0312335 | Time: 2356.13 ms [2021-11-13 23:21:16 main:574] : INFO : Epoch 2048 | loss: 0.0312401 | val_loss: 0.0312564 | Time: 2043.94 ms [2021-11-13 23:21:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312564 [2021-11-13 23:21:16 main:603] : INFO : Saving end state to config to file [2021-11-13 23:21:16 main:608] : INFO : Success, exiting.. 23:21:16 (8296): 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)