Task 4647054
| Name | ParityModified-1617068996-6885-1_3 |
| Workunit | 2611531 |
| Created | 6 Apr 2021, 23:33:56 UTC |
| Sent | 7 Apr 2021, 0:25:33 UTC |
| Report deadline | 14 Apr 2021, 0:25:33 UTC |
| Received | 7 Apr 2021, 6:08:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 10 min 1 sec |
| CPU time | 1 hours 9 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 1:51:10 main:581] : INFO : Epoch 1538 | loss: 0.0312416 | val_loss: 0.0312451 | Time: 2052.18 ms [2021-04-07 01:51:12 main:581] : INFO : Epoch 1539 | loss: 0.0312418 | val_loss: 0.031247 | Time: 2032.11 ms [2021-04-07 01:51:14 main:581] : INFO : Epoch 1540 | loss: 0.0312418 | val_loss: 0.0312436 | Time: 2059.68 ms [2021-04-07 01:51:16 main:581] : INFO : Epoch 1541 | loss: 0.0312428 | val_loss: 0.031243 | Time: 2127.24 ms [2021-04-07 01:51:18 main:581] : INFO : Epoch 1542 | loss: 0.0312402 | val_loss: 0.0312421 | Time: 2134.68 ms [2021-04-07 01:51:20 main:581] : INFO : Epoch 1543 | loss: 0.0312406 | val_loss: 0.0312431 | Time: 2086.44 ms [2021-04-07 01:51:22 main:581] : INFO : Epoch 1544 | loss: 0.0312405 | val_loss: 0.0312419 | Time: 2035.08 ms [2021-04-07 01:51:24 main:581] : INFO : Epoch 1545 | loss: 0.0312397 | val_loss: 0.0312419 | Time: 2052.63 ms [2021-04-07 01:51:26 main:581] : INFO : Epoch 1546 | loss: 0.0312394 | val_loss: 0.0312418 | Time: 2040.26 ms [2021-04-07 01:51:28 main:581] : INFO : Epoch 1547 | loss: 0.0312404 | val_loss: 0.0312422 | Time: 2021.26 ms [2021-04-07 01:51:30 main:581] : INFO : Epoch 1548 | loss: 0.0312403 | val_loss: 0.031243 | Time: 2033.73 ms [2021-04-07 01:51:32 main:581] : INFO : Epoch 1549 | loss: 0.0312396 | val_loss: 0.0312416 | Time: 2017.48 ms [2021-04-07 01:51:34 main:581] : INFO : Epoch 1550 | loss: 0.0312402 | val_loss: 0.0312435 | Time: 2027.11 ms [2021-04-07 01:51:36 main:581] : INFO : Epoch 1551 | loss: 0.0312405 | val_loss: 0.0312427 | Time: 2057.2 ms [2021-04-07 01:51:38 main:581] : INFO : Epoch 1552 | loss: 0.0312395 | val_loss: 0.0312437 | Time: 2028.58 ms [2021-04-07 01:51:40 main:581] : INFO : Epoch 1553 | loss: 0.0312412 | val_loss: 0.0312497 | Time: 2062.06 ms [2021-04-07 01:51:42 main:581] : INFO : Epoch 1554 | loss: 0.0312408 | val_loss: 0.0312433 | Time: 2058.59 ms [2021-04-07 01:51:44 main:581] : INFO : Epoch 1555 | loss: 0.0312399 | val_loss: 0.0312427 | Time: 2026.5 ms [2021-04-07 01:51:46 main:581] : INFO : Epoch 1556 | loss: 0.0312425 | val_loss: 0.031245 | Time: 2031.33 ms [2021-04-07 01:51:48 main:581] : INFO : Epoch 1557 | loss: 0.0312412 | val_loss: 0.0312421 | Time: 2050.79 ms [2021-04-07 01:51:51 main:581] : INFO : Epoch 1558 | loss: 0.0312405 | val_loss: 0.0312418 | Time: 2057.41 ms [2021-04-07 01:51:53 main:581] : INFO : Epoch 1559 | loss: 0.0312399 | val_loss: 0.0312422 | Time: 2095.06 ms [2021-04-07 01:51:55 main:581] : INFO : Epoch 1560 | loss: 0.0312397 | val_loss: 0.0312452 | Time: 2020.43 ms [2021-04-07 01:51:57 main:581] : INFO : Epoch 1561 | loss: 0.0312445 | val_loss: 0.0312425 | Time: 2078.79 ms [2021-04-07 01:51:59 main:581] : INFO : Epoch 1562 | loss: 0.0312409 | val_loss: 0.0312437 | Time: 2042.17 ms [2021-04-07 01:52:01 main:581] : INFO : Epoch 1563 | loss: 0.0312418 | val_loss: 0.0312436 | Time: 2069.41 ms [2021-04-07 01:52:03 main:581] : INFO : Epoch 1564 | loss: 0.0312402 | val_loss: 0.0312427 | Time: 1952.2 ms [2021-04-07 01:52:05 main:581] : INFO : Epoch 1565 | loss: 0.0312394 | val_loss: 0.0312417 | Time: 2011.14 ms [2021-04-07 01:52:07 main:581] : INFO : Epoch 1566 | loss: 0.0312401 | val_loss: 0.0312425 | Time: 2032.04 ms [2021-04-07 01:52:09 main:581] : INFO : Epoch 1567 | loss: 0.0312405 | val_loss: 0.0312437 | Time: 2026.83 ms [2021-04-07 01:52:11 main:581] : INFO : Epoch 1568 | loss: 0.0312418 | val_loss: 0.0312463 | Time: 2040.97 ms [2021-04-07 01:52:13 main:581] : INFO : Epoch 1569 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 2052.64 ms [2021-04-07 01:52:15 main:581] : INFO : Epoch 1570 | loss: 0.0312405 | val_loss: 0.0312428 | Time: 2058.16 ms [2021-04-07 01:52:17 main:581] : INFO : Epoch 1571 | loss: 0.03124 | val_loss: 0.0312426 | Time: 2123.09 ms [2021-04-07 01:52:19 main:581] : INFO : Epoch 1572 | loss: 0.0312416 | val_loss: 0.0312447 | Time: 2081.61 ms [2021-04-07 01:52:21 main:581] : INFO : Epoch 1573 | loss: 0.0312444 | val_loss: 0.0312504 | Time: 2085.73 ms [2021-04-07 01:52:23 main:581] : INFO : Epoch 1574 | loss: 0.0312421 | val_loss: 0.0312421 | Time: 2074.51 ms [2021-04-07 01:52:25 main:581] : INFO : Epoch 1575 | loss: 0.0312422 | val_loss: 0.0312475 | Time: 2051.27 ms [2021-04-07 01:52:28 main:581] : INFO : Epoch 1576 | loss: 0.0312422 | val_loss: 0.0312439 | Time: 2065.68 ms [2021-04-07 01:52:30 main:581] : INFO : Epoch 1577 | loss: 0.0312399 | val_loss: 0.0312423 | Time: 2081.64 ms [2021-04-07 01:52:32 main:581] : INFO : Epoch 1578 | loss: 0.0312404 | val_loss: 0.0312457 | Time: 2055.62 ms [2021-04-07 01:52:34 main:581] : INFO : Epoch 1579 | loss: 0.0312411 | val_loss: 0.031242 | Time: 2038.2 ms [2021-04-07 01:52:36 main:581] : INFO : Epoch 1580 | loss: 0.0312405 | val_loss: 0.0312451 | Time: 2074.46 ms [2021-04-07 01:52:38 main:581] : INFO : Epoch 1581 | loss: 0.0312411 | val_loss: 0.0312434 | Time: 2063.25 ms [2021-04-07 01:52:40 main:581] : INFO : Epoch 1582 | loss: 0.0312422 | val_loss: 0.0312478 | Time: 2074.93 ms [2021-04-07 01:52:42 main:581] : INFO : Epoch 1583 | loss: 0.0312423 | val_loss: 0.0312416 | Time: 2063.81 ms [2021-04-07 01:52:44 main:581] : INFO : Epoch 1584 | loss: 0.03124 | val_loss: 0.0312434 | Time: 2067.49 ms [2021-04-07 01:52:46 main:581] : INFO : Epoch 1585 | loss: 0.0312411 | val_loss: 0.0312474 | Time: 2042.95 ms [2021-04-07 01:52:48 main:581] : INFO : Epoch 1586 | loss: 0.0312416 | val_loss: 0.0312436 | Time: 2061.02 ms [2021-04-07 01:52:50 main:581] : INFO : Epoch 1587 | loss: 0.0312402 | val_loss: 0.0312437 | Time: 2052.73 ms [2021-04-07 01:52:52 main:581] : INFO : Epoch 1588 | loss: 0.0312402 | val_loss: 0.0312448 | Time: 2032.76 ms [2021-04-07 01:52:54 main:581] : INFO : Epoch 1589 | loss: 0.0312407 | val_loss: 0.0312421 | Time: 2067.37 ms [2021-04-07 01:52:56 main:581] : INFO : Epoch 1590 | loss: 0.0312395 | val_loss: 0.0312429 | Time: 2075.14 ms [2021-04-07 01:52:58 main:581] : INFO : Epoch 1591 | loss: 0.0312397 | val_loss: 0.0312424 | Time: 2056.41 ms [2021-04-07 01:53:01 main:581] : INFO : Epoch 1592 | loss: 0.0312402 | val_loss: 0.0312448 | Time: 2075.89 ms [2021-04-07 01:53:03 main:581] : INFO : Epoch 1593 | loss: 0.0312415 | val_loss: 0.0312422 | Time: 2066.56 ms [2021-04-07 01:53:05 main:581] : INFO : Epoch 1594 | loss: 0.0312405 | val_loss: 0.0312432 | Time: 2038.15 ms [2021-04-07 01:53:07 main:581] : INFO : Epoch 1595 | loss: 0.0312418 | val_loss: 0.0312426 | Time: 2036.73 ms [2021-04-07 01:53:09 main:581] : INFO : Epoch 1596 | loss: 0.0312401 | val_loss: 0.0312418 | Time: 2016.46 ms [2021-04-07 01:53:11 main:581] : INFO : Epoch 1597 | loss: 0.0312396 | val_loss: 0.0312427 | Time: 2030.79 ms [2021-04-07 01:53:13 main:581] : INFO : Epoch 1598 | loss: 0.0312402 | val_loss: 0.0312437 | Time: 2048.82 ms [2021-04-07 01:53:15 main:581] : INFO : Epoch 1599 | loss: 0.0312405 | val_loss: 0.0312418 | Time: 2010 ms [2021-04-07 01:53:17 main:581] : INFO : Epoch 1600 | loss: 0.031242 | val_loss: 0.0312461 | Time: 2059.19 ms [2021-04-07 01:53:19 main:581] : INFO : Epoch 1601 | loss: 0.031242 | val_loss: 0.0312424 | Time: 2068.01 ms [2021-04-07 01:53:21 main:581] : INFO : Epoch 1602 | loss: 0.0312412 | val_loss: 0.0312428 | Time: 2040.09 ms [2021-04-07 01:53:23 main:581] : INFO : Epoch 1603 | loss: 0.0312416 | val_loss: 0.0312478 | Time: 2037.38 ms [2021-04-07 01:53:25 main:581] : INFO : Epoch 1604 | loss: 0.0312418 | val_loss: 0.0312443 | Time: 2055.39 ms [2021-04-07 01:53:27 main:581] : INFO : Epoch 1605 | loss: 0.0312399 | val_loss: 0.0312429 | Time: 2020.35 ms [2021-04-07 01:53:29 main:581] : INFO : Epoch 1606 | loss: 0.0312402 | val_loss: 0.0312416 | Time: 2040.02 ms [2021-04-07 01:53:31 main:581] : INFO : Epoch 1607 | loss: 0.0312398 | val_loss: 0.0312428 | Time: 2103.84 ms [2021-04-07 01:53:33 main:581] : INFO : Epoch 1608 | loss: 0.0312402 | val_loss: 0.0312417 | Time: 2151.82 ms [2021-04-07 01:53:35 main:581] : INFO : Epoch 1609 | loss: 0.0312403 | val_loss: 0.0312473 | Time: 2152.79 ms [2021-04-07 01:53:38 main:581] : INFO : Epoch 1610 | loss: 0.0312413 | val_loss: 0.0312441 | Time: 2153.05 ms [2021-04-07 01:53:40 main:581] : INFO : Epoch 1611 | loss: 0.0312409 | val_loss: 0.0312431 | Time: 2028.59 ms [2021-04-07 01:53:42 main:581] : INFO : Epoch 1612 | loss: 0.0312403 | val_loss: 0.0312437 | Time: 2033.96 ms [2021-04-07 01:53:44 main:581] : INFO : Epoch 1613 | loss: 0.0312406 | val_loss: 0.0312439 | Time: 2029.42 ms [2021-04-07 01:53:46 main:581] : INFO : Epoch 1614 | loss: 0.0312461 | val_loss: 0.0312429 | Time: 2057.64 ms [2021-04-07 01:53:48 main:581] : INFO : Epoch 1615 | loss: 0.0312441 | val_loss: 0.0312429 | Time: 2051.95 ms [2021-04-07 01:53:50 main:581] : INFO : Epoch 1616 | loss: 0.0312412 | val_loss: 0.0312443 | Time: 2055.99 ms [2021-04-07 01:53:52 main:581] : INFO : Epoch 1617 | loss: 0.0312409 | val_loss: 0.0312418 | Time: 2051.42 ms [2021-04-07 01:53:54 main:581] : INFO : Epoch 1618 | loss: 0.0312393 | val_loss: 0.031242 | Time: 2040.19 ms [2021-04-07 01:53:56 main:581] : INFO : Epoch 1619 | loss: 0.0312407 | val_loss: 0.0312428 | Time: 2035.97 ms [2021-04-07 01:53:58 main:581] : INFO : Epoch 1620 | loss: 0.0312396 | val_loss: 0.031243 | Time: 2039.96 ms [2021-04-07 01:54:00 main:581] : INFO : Epoch 1621 | loss: 0.0312398 | val_loss: 0.0312428 | Time: 2038.46 ms [2021-04-07 01:54:02 main:581] : INFO : Epoch 1622 | loss: 0.0312404 | val_loss: 0.0312441 | Time: 2040.42 ms [2021-04-07 01:54:04 main:581] : INFO : Epoch 1623 | loss: 0.0312409 | val_loss: 0.0312455 | Time: 2041.39 ms [2021-04-07 01:54:06 main:581] : INFO : Epoch 1624 | loss: 0.0312416 | val_loss: 0.0312418 | Time: 2041 ms [2021-04-07 01:54:08 main:581] : INFO : Epoch 1625 | loss: 0.0312407 | val_loss: 0.0312424 | Time: 2037.67 ms [2021-04-07 01:54:10 main:581] : INFO : Epoch 1626 | loss: 0.0312407 | val_loss: 0.0312433 | Time: 2049.25 ms [2021-04-07 01:54:12 main:581] : INFO : Epoch 1627 | loss: 0.0312419 | val_loss: 0.0312432 | Time: 2052.45 ms [2021-04-07 01:54:14 main:581] : INFO : Epoch 1628 | loss: 0.0312411 | val_loss: 0.0312428 | Time: 2042.94 ms [2021-04-07 01:54:16 main:581] : INFO : Epoch 1629 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 2047.96 ms [2021-04-07 01:54:19 main:581] : INFO : Epoch 1630 | loss: 0.031241 | val_loss: 0.0312418 | Time: 2047.01 ms [2021-04-07 01:54:21 main:581] : INFO : Epoch 1631 | loss: 0.0312412 | val_loss: 0.031242 | Time: 2007.83 ms [2021-04-07 01:54:23 main:581] : INFO : Epoch 1632 | loss: 0.0312416 | val_loss: 0.0312473 | Time: 2063.79 ms [2021-04-07 01:54:25 main:581] : INFO : Epoch 1633 | loss: 0.0312415 | val_loss: 0.0312417 | Time: 2106.25 ms [2021-04-07 01:54:27 main:581] : INFO : Epoch 1634 | loss: 0.03124 | val_loss: 0.0312425 | Time: 2060.63 ms [2021-04-07 01:54:29 main:581] : INFO : Epoch 1635 | loss: 0.0312408 | val_loss: 0.0312449 | Time: 2071.41 ms [2021-04-07 01:54:31 main:581] : INFO : Epoch 1636 | loss: 0.0312399 | val_loss: 0.0312457 | Time: 2050.67 ms [2021-04-07 01:54:33 main:581] : INFO : Epoch 1637 | loss: 0.0312425 | val_loss: 0.0312455 | Time: 2062.57 ms [2021-04-07 01:54:35 main:581] : INFO : Epoch 1638 | loss: 0.031241 | val_loss: 0.0312419 | Time: 2086.68 ms [2021-04-07 01:54:37 main:581] : INFO : Epoch 1639 | loss: 0.0312399 | val_loss: 0.0312422 | Time: 2079.42 ms [2021-04-07 01:54:39 main:581] : INFO : Epoch 1640 | loss: 0.03124 | val_loss: 0.0312428 | Time: 2032 ms [2021-04-07 01:54:41 main:581] : INFO : Epoch 1641 | loss: 0.0312409 | val_loss: 0.0312445 | Time: 2065.54 ms [2021-04-07 01:54:43 main:581] : INFO : Epoch 1642 | loss: 0.0312416 | val_loss: 0.0312515 | Time: 2069.55 ms [2021-04-07 01:54:45 main:581] : INFO : Epoch 1643 | loss: 0.0312449 | val_loss: 0.0312513 | Time: 2040.07 ms [2021-04-07 01:54:47 main:581] : INFO : Epoch 1644 | loss: 0.0312432 | val_loss: 0.0312434 | Time: 2037.11 ms [2021-04-07 01:54:49 main:581] : INFO : Epoch 1645 | loss: 0.0312407 | val_loss: 0.0312441 | Time: 2034.99 ms [2021-04-07 01:54:51 main:581] : INFO : Epoch 1646 | loss: 0.0312418 | val_loss: 0.0312463 | Time: 2031.6 ms [2021-04-07 01:54:53 main:581] : INFO : Epoch 1647 | loss: 0.0312426 | val_loss: 0.0312494 | Time: 2017.76 ms [2021-04-07 01:54:55 main:581] : INFO : Epoch 1648 | loss: 0.031244 | val_loss: 0.0312442 | Time: 2030.16 ms [2021-04-07 01:54:57 main:581] : INFO : Epoch 1649 | loss: 0.0312413 | val_loss: 0.0312447 | Time: 2034.21 ms [2021-04-07 01:55:00 main:581] : INFO : Epoch 1650 | loss: 0.0312417 | val_loss: 0.0312416 | Time: 2034.03 ms [2021-04-07 01:55:02 main:581] : INFO : Epoch 1651 | loss: 0.0312415 | val_loss: 0.0312434 | Time: 2022.11 ms [2021-04-07 01:55:04 main:581] : INFO : Epoch 1652 | loss: 0.0312421 | val_loss: 0.0312418 | Time: 2072.46 ms [2021-04-07 01:55:06 main:581] : INFO : Epoch 1653 | loss: 0.0312404 | val_loss: 0.0312429 | Time: 2036.46 ms [2021-04-07 01:55:08 main:581] : INFO : Epoch 1654 | loss: 0.0312408 | val_loss: 0.0312421 | Time: 2039.33 ms [2021-04-07 01:55:10 main:581] : INFO : Epoch 1655 | loss: 0.0312402 | val_loss: 0.0312418 | Time: 2041.88 ms [2021-04-07 01:55:12 main:581] : INFO : Epoch 1656 | loss: 0.0312413 | val_loss: 0.0312418 | Time: 2054.65 ms [2021-04-07 01:55:14 main:581] : INFO : Epoch 1657 | loss: 0.0312409 | val_loss: 0.0312435 | Time: 2051.67 ms [2021-04-07 01:55:16 main:581] : INFO : Epoch 1658 | loss: 0.0312413 | val_loss: 0.0312422 | Time: 2011.9 ms [2021-04-07 01:55:18 main:581] : INFO : Epoch 1659 | loss: 0.0312434 | val_loss: 0.031246 | Time: 2034.68 ms [2021-04-07 01:55:20 main:581] : INFO : Epoch 1660 | loss: 0.0312447 | val_loss: 0.0312458 | Time: 2036.9 ms [2021-04-07 01:55:22 main:581] : INFO : Epoch 1661 | loss: 0.0312461 | val_loss: 0.0312429 | Time: 2021.54 ms [2021-04-07 01:55:24 main:581] : INFO : Epoch 1662 | loss: 0.0312432 | val_loss: 0.0312418 | Time: 2047.82 ms [2021-04-07 01:55:26 main:581] : INFO : Epoch 1663 | loss: 0.0312402 | val_loss: 0.0312423 | Time: 2076.29 ms [2021-04-07 01:55:28 main:581] : INFO : Epoch 1664 | loss: 0.0312399 | val_loss: 0.0312419 | Time: 2042.37 ms [2021-04-07 01:55:30 main:581] : INFO : Epoch 1665 | loss: 0.031241 | val_loss: 0.0312415 | Time: 2058.84 ms [2021-04-07 01:55:32 main:581] : INFO : Epoch 1666 | loss: 0.0312399 | val_loss: 0.0312439 | Time: 2025.55 ms [2021-04-07 01:55:34 main:581] : INFO : Epoch 1667 | loss: 0.0312403 | val_loss: 0.0312429 | Time: 2030.55 ms [2021-04-07 01:55:36 main:581] : INFO : Epoch 1668 | loss: 0.0312402 | val_loss: 0.0312423 | Time: 2030.83 ms [2021-04-07 01:55:38 main:581] : INFO : Epoch 1669 | loss: 0.0312402 | val_loss: 0.0312421 | Time: 2008.74 ms [2021-04-07 01:55:40 main:581] : INFO : Epoch 1670 | loss: 0.0312414 | val_loss: 0.0312465 | Time: 2018.76 ms [2021-04-07 01:55:42 main:581] : INFO : Epoch 1671 | loss: 0.0312416 | val_loss: 0.0312468 | Time: 2034.83 ms [2021-04-07 01:55:44 main:581] : INFO : Epoch 1672 | loss: 0.0312422 | val_loss: 0.0312446 | Time: 2034.72 ms [2021-04-07 01:55:46 main:581] : INFO : Epoch 1673 | loss: 0.0312423 | val_loss: 0.0312426 | Time: 2035.91 ms [2021-04-07 01:55:48 main:581] : INFO : Epoch 1674 | loss: 0.0312407 | val_loss: 0.0312415 | Time: 2035.61 ms [2021-04-07 01:55:50 main:581] : INFO : Epoch 1675 | loss: 0.03124 | val_loss: 0.0312435 | Time: 2034.1 ms [2021-04-07 01:55:52 main:581] : INFO : Epoch 1676 | loss: 0.0312401 | val_loss: 0.0312429 | Time: 2031.22 ms [2021-04-07 01:55:55 main:581] : INFO : Epoch 1677 | loss: 0.0312401 | val_loss: 0.031242 | Time: 2029.06 ms [2021-04-07 01:55:57 main:581] : INFO : Epoch 1678 | loss: 0.0312401 | val_loss: 0.0312418 | Time: 2017.89 ms [2021-04-07 01:55:59 main:581] : INFO : Epoch 1679 | loss: 0.0312423 | val_loss: 0.0312444 | Time: 2027.28 ms [2021-04-07 01:56:01 main:581] : INFO : Epoch 1680 | loss: 0.031241 | val_loss: 0.0312425 | Time: 2020.66 ms [2021-04-07 01:56:03 main:581] : INFO : Epoch 1681 | loss: 0.03124 | val_loss: 0.0312417 | Time: 2055.16 ms [2021-04-07 01:56:05 main:581] : INFO : Epoch 1682 | loss: 0.0312409 | val_loss: 0.0312428 | Time: 2045.71 ms [2021-04-07 01:56:07 main:581] : INFO : Epoch 1683 | loss: 0.0312396 | val_loss: 0.0312434 | Time: 2040.43 ms [2021-04-07 01:56:09 main:581] : INFO : Epoch 1684 | loss: 0.0312425 | val_loss: 0.031242 | Time: 2030.05 ms [2021-04-07 01:56:11 main:581] : INFO : Epoch 1685 | loss: 0.0312411 | val_loss: 0.0312432 | Time: 2029.61 ms [2021-04-07 01:56:13 main:581] : INFO : Epoch 1686 | loss: 0.0312401 | val_loss: 0.0312415 | Time: 1897.69 ms [2021-04-07 01:56:15 main:581] : INFO : Epoch 1687 | loss: 0.0312415 | val_loss: 0.031248 | Time: 2039.34 ms [2021-04-07 01:56:17 main:581] : INFO : Epoch 1688 | loss: 0.0312425 | val_loss: 0.0312418 | Time: 2048.57 ms [2021-04-07 01:56:19 main:581] : INFO : Epoch 1689 | loss: 0.0312404 | val_loss: 0.0312434 | Time: 2057.72 ms [2021-04-07 01:56:21 main:581] : INFO : Epoch 1690 | loss: 0.0312414 | val_loss: 0.0312418 | Time: 2058.59 ms [2021-04-07 01:56:23 main:581] : INFO : Epoch 1691 | loss: 0.0312411 | val_loss: 0.0312454 | Time: 2033.65 ms [2021-04-07 01:56:25 main:581] : INFO : Epoch 1692 | loss: 0.0312403 | val_loss: 0.0312445 | Time: 2035.67 ms [2021-04-07 01:56:27 main:581] : INFO : Epoch 1693 | loss: 0.0312425 | val_loss: 0.0312563 | Time: 2016.9 ms [2021-04-07 01:56:29 main:581] : INFO : Epoch 1694 | loss: 0.0312449 | val_loss: 0.031243 | Time: 2021.17 ms [2021-04-07 01:56:31 main:581] : INFO : Epoch 1695 | loss: 0.0312417 | val_loss: 0.0312437 | Time: 2039.75 ms [2021-04-07 01:56:33 main:581] : INFO : Epoch 1696 | loss: 0.0312409 | val_loss: 0.0312428 | Time: 2042.2 ms [2021-04-07 01:56:35 main:581] : INFO : Epoch 1697 | loss: 0.0312398 | val_loss: 0.0312414 | Time: 2054.59 ms [2021-04-07 01:56:37 main:581] : INFO : Epoch 1698 | loss: 0.0312395 | val_loss: 0.0312428 | Time: 2047.07 ms [2021-04-07 01:56:39 main:581] : INFO : Epoch 1699 | loss: 0.0312406 | val_loss: 0.0312452 | Time: 2051.3 ms [2021-04-07 01:56:41 main:581] : INFO : Epoch 1700 | loss: 0.0312416 | val_loss: 0.0312416 | Time: 2044.6 ms [2021-04-07 01:56:43 main:581] : INFO : Epoch 1701 | loss: 0.0312405 | val_loss: 0.0312428 | Time: 2046.05 ms [2021-04-07 01:56:45 main:581] : INFO : Epoch 1702 | loss: 0.0312406 | val_loss: 0.0312415 | Time: 2049.57 ms [2021-04-07 01:56:47 main:581] : INFO : Epoch 1703 | loss: 0.031243 | val_loss: 0.0312472 | Time: 2047.62 ms [2021-04-07 01:56:49 main:581] : INFO : Epoch 1704 | loss: 0.0312402 | val_loss: 0.0312416 | Time: 2043.98 ms [2021-04-07 01:56:52 main:581] : INFO : Epoch 1705 | loss: 0.0312396 | val_loss: 0.0312417 | Time: 2048.54 ms [2021-04-07 01:56:54 main:581] : INFO : Epoch 1706 | loss: 0.0312416 | val_loss: 0.0312482 | Time: 2044.61 ms [2021-04-07 01:56:56 main:581] : INFO : Epoch 1707 | loss: 0.0312403 | val_loss: 0.0312421 | Time: 2045.35 ms [2021-04-07 01:56:58 main:581] : INFO : Epoch 1708 | loss: 0.0312399 | val_loss: 0.0312419 | Time: 2003.73 ms [2021-04-07 01:57:00 main:581] : INFO : Epoch 1709 | loss: 0.0312414 | val_loss: 0.0312415 | Time: 2030.64 ms [2021-04-07 01:57:02 main:581] : INFO : Epoch 1710 | loss: 0.0312404 | val_loss: 0.0312415 | Time: 2038.96 ms [2021-04-07 01:57:04 main:581] : INFO : Epoch 1711 | loss: 0.0312399 | val_loss: 0.0312501 | Time: 2029.7 ms [2021-04-07 01:57:06 main:581] : INFO : Epoch 1712 | loss: 0.0312474 | val_loss: 0.0312635 | Time: 2031.98 ms [2021-04-07 01:57:08 main:581] : INFO : Epoch 1713 | loss: 0.0312472 | val_loss: 0.031248 | Time: 2024.47 ms [2021-04-07 01:57:10 main:581] : INFO : Epoch 1714 | loss: 0.0312432 | val_loss: 0.0312493 | Time: 2020.36 ms [2021-04-07 01:57:12 main:581] : INFO : Epoch 1715 | loss: 0.031245 | val_loss: 0.0312522 | Time: 2047.21 ms [2021-04-07 01:57:14 main:581] : INFO : Epoch 1716 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 2023.48 ms [2021-04-07 01:57:16 main:581] : INFO : Epoch 1717 | loss: 0.0312419 | val_loss: 0.0312445 | Time: 2055.2 ms [2021-04-07 01:57:18 main:581] : INFO : Epoch 1718 | loss: 0.0312396 | val_loss: 0.0312421 | Time: 2020.81 ms [2021-04-07 01:57:20 main:581] : INFO : Epoch 1719 | loss: 0.0312405 | val_loss: 0.031245 | Time: 2052.52 ms [2021-04-07 01:57:22 main:581] : INFO : Epoch 1720 | loss: 0.0312418 | val_loss: 0.0312438 | Time: 2045.54 ms [2021-04-07 01:57:24 main:581] : INFO : Epoch 1721 | loss: 0.0312412 | val_loss: 0.0312421 | Time: 2039.85 ms [2021-04-07 01:57:26 main:581] : INFO : Epoch 1722 | loss: 0.0312416 | val_loss: 0.0312417 | Time: 2045.09 ms [2021-04-07 01:57:28 main:581] : INFO : Epoch 1723 | loss: 0.0312411 | val_loss: 0.0312417 | Time: 2007.58 ms [2021-04-07 01:57:30 main:581] : INFO : Epoch 1724 | loss: 0.0312425 | val_loss: 0.0312454 | Time: 2024.4 ms [2021-04-07 01:57:32 main:581] : INFO : Epoch 1725 | loss: 0.0312421 | val_loss: 0.0312421 | Time: 2047.42 ms [2021-04-07 01:57:34 main:581] : INFO : Epoch 1726 | loss: 0.0312408 | val_loss: 0.0312432 | Time: 2034.67 ms [2021-04-07 01:57:36 main:581] : INFO : Epoch 1727 | loss: 0.0312421 | val_loss: 0.0312423 | Time: 2052.17 ms [2021-04-07 01:57:38 main:581] : INFO : Epoch 1728 | loss: 0.0312403 | val_loss: 0.0312418 | Time: 2048.04 ms [2021-04-07 01:57:40 main:581] : INFO : Epoch 1729 | loss: 0.0312411 | val_loss: 0.0312442 | Time: 2043.17 ms [2021-04-07 01:57:42 main:581] : INFO : Epoch 1730 | loss: 0.03124 | val_loss: 0.0312415 | Time: 2031.57 ms [2021-04-07 01:57:44 main:581] : INFO : Epoch 1731 | loss: 0.031241 | val_loss: 0.0312415 | Time: 2050.88 ms [2021-04-07 01:57:47 main:581] : INFO : Epoch 1732 | loss: 0.0312405 | val_loss: 0.0312459 | Time: 2043.38 ms [2021-04-07 01:57:49 main:581] : INFO : Epoch 1733 | loss: 0.031241 | val_loss: 0.0312428 | Time: 2054.73 ms [2021-04-07 01:57:51 main:581] : INFO : Epoch 1734 | loss: 0.03124 | val_loss: 0.031242 | Time: 2044.97 ms [2021-04-07 01:57:53 main:581] : INFO : Epoch 1735 | loss: 0.0312397 | val_loss: 0.0312415 | Time: 2048.15 ms [2021-04-07 01:57:55 main:581] : INFO : Epoch 1736 | loss: 0.0312399 | val_loss: 0.0312445 | Time: 2044.08 ms [2021-04-07 01:57:57 main:581] : INFO : Epoch 1737 | loss: 0.0312403 | val_loss: 0.0312423 | Time: 2048.55 ms [2021-04-07 01:57:59 main:581] : INFO : Epoch 1738 | loss: 0.0312412 | val_loss: 0.0312485 | Time: 2035.49 ms [2021-04-07 01:58:01 main:581] : INFO : Epoch 1739 | loss: 0.0312429 | val_loss: 0.0312435 | Time: 2020.47 ms [2021-04-07 01:58:03 main:581] : INFO : Epoch 1740 | loss: 0.0312413 | val_loss: 0.0312449 | Time: 2011.55 ms [2021-04-07 01:58:05 main:581] : INFO : Epoch 1741 | loss: 0.0312405 | val_loss: 0.0312428 | Time: 2011.05 ms [2021-04-07 01:58:07 main:581] : INFO : Epoch 1742 | loss: 0.0312422 | val_loss: 0.0312491 | Time: 2029.86 ms [2021-04-07 01:58:09 main:581] : INFO : Epoch 1743 | loss: 0.0312418 | val_loss: 0.0312416 | Time: 2073.21 ms [2021-04-07 01:58:11 main:581] : INFO : Epoch 1744 | loss: 0.0312404 | val_loss: 0.0312434 | Time: 2077.17 ms [2021-04-07 01:58:13 main:581] : INFO : Epoch 1745 | loss: 0.031242 | val_loss: 0.031245 | Time: 2112.4 ms [2021-04-07 01:58:15 main:581] : INFO : Epoch 1746 | loss: 0.0312419 | val_loss: 0.0312424 | Time: 2106.4 ms [2021-04-07 01:58:17 main:581] : INFO : Epoch 1747 | loss: 0.0312417 | val_loss: 0.0312445 | Time: 2030.18 ms [2021-04-07 01:58:19 main:581] : INFO : Epoch 1748 | loss: 0.0312402 | val_loss: 0.031242 | Time: 2044.14 ms [2021-04-07 01:58:21 main:581] : INFO : Epoch 1749 | loss: 0.03124 | val_loss: 0.0312431 | Time: 2006.65 ms [2021-04-07 01:58:23 main:581] : INFO : Epoch 1750 | loss: 0.031241 | val_loss: 0.0312466 | Time: 2025.07 ms [2021-04-07 01:58:25 main:581] : INFO : Epoch 1751 | loss: 0.0312419 | val_loss: 0.0312421 | Time: 2055.49 ms [2021-04-07 01:58:27 main:581] : INFO : Epoch 1752 | loss: 0.0312393 | val_loss: 0.0312432 | Time: 2044.06 ms [2021-04-07 01:58:30 main:581] : INFO : Epoch 1753 | loss: 0.0312403 | val_loss: 0.0312423 | Time: 2071.98 ms [2021-04-07 01:58:32 main:581] : INFO : Epoch 1754 | loss: 0.03124 | val_loss: 0.0312418 | Time: 2046.04 ms [2021-04-07 01:58:34 main:581] : INFO : Epoch 1755 | loss: 0.0312427 | val_loss: 0.0312477 | Time: 2012.93 ms [2021-04-07 01:58:36 main:581] : INFO : Epoch 1756 | loss: 0.0312427 | val_loss: 0.031244 | Time: 2037.29 ms [2021-04-07 01:58:38 main:581] : INFO : Epoch 1757 | loss: 0.0312405 | val_loss: 0.0312427 | Time: 2073.33 ms [2021-04-07 01:58:40 main:581] : INFO : Epoch 1758 | loss: 0.0312396 | val_loss: 0.0312421 | Time: 2046.16 ms [2021-04-07 01:58:42 main:581] : INFO : Epoch 1759 | loss: 0.0312405 | val_loss: 0.0312419 | Time: 2030.29 ms [2021-04-07 01:58:44 main:581] : INFO : Epoch 1760 | loss: 0.031243 | val_loss: 0.0312428 | Time: 2081.79 ms [2021-04-07 01:58:46 main:581] : INFO : Epoch 1761 | loss: 0.0312426 | val_loss: 0.0312426 | Time: 2141.97 ms [2021-04-07 01:58:48 main:581] : INFO : Epoch 1762 | loss: 0.0312401 | val_loss: 0.0312418 | Time: 2028.93 ms [2021-04-07 01:58:50 main:581] : INFO : Epoch 1763 | loss: 0.0312403 | val_loss: 0.031242 | Time: 2021.14 ms [2021-04-07 01:58:52 main:581] : INFO : Epoch 1764 | loss: 0.0312399 | val_loss: 0.0312421 | Time: 2041.62 ms [2021-04-07 01:58:54 main:581] : INFO : Epoch 1765 | loss: 0.0312405 | val_loss: 0.0312444 | Time: 2080.31 ms [2021-04-07 01:58:56 main:581] : INFO : Epoch 1766 | loss: 0.0312408 | val_loss: 0.0312453 | Time: 2045.68 ms [2021-04-07 01:58:58 main:581] : INFO : Epoch 1767 | loss: 0.0312406 | val_loss: 0.031245 | Time: 2047.39 ms [2021-04-07 01:59:00 main:581] : INFO : Epoch 1768 | loss: 0.0312407 | val_loss: 0.0312428 | Time: 2034.78 ms [2021-04-07 01:59:02 main:581] : INFO : Epoch 1769 | loss: 0.0312445 | val_loss: 0.0312529 | Time: 2014 ms [2021-04-07 01:59:04 main:581] : INFO : Epoch 1770 | loss: 0.0312445 | val_loss: 0.0312419 | Time: 2049.82 ms [2021-04-07 01:59:06 main:581] : INFO : Epoch 1771 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 2025.72 ms [2021-04-07 01:59:08 main:581] : INFO : Epoch 1772 | loss: 0.0312401 | val_loss: 0.0312421 | Time: 2040.4 ms [2021-04-07 01:59:10 main:581] : INFO : Epoch 1773 | loss: 0.0312395 | val_loss: 0.0312426 | Time: 2044.94 ms [2021-04-07 01:59:13 main:581] : INFO : Epoch 1774 | loss: 0.0312404 | val_loss: 0.0312436 | Time: 2052.28 ms [2021-04-07 01:59:15 main:581] : INFO : Epoch 1775 | loss: 0.0312402 | val_loss: 0.031243 | Time: 2036.18 ms [2021-04-07 01:59:17 main:581] : INFO : Epoch 1776 | loss: 0.0312431 | val_loss: 0.0312463 | Time: 2076.81 ms [2021-04-07 01:59:19 main:581] : INFO : Epoch 1777 | loss: 0.0312405 | val_loss: 0.0312429 | Time: 2045.65 ms [2021-04-07 01:59:21 main:581] : INFO : Epoch 1778 | loss: 0.0312408 | val_loss: 0.0312418 | Time: 2056.4 ms [2021-04-07 01:59:23 main:581] : INFO : Epoch 1779 | loss: 0.0312405 | val_loss: 0.0312417 | Time: 2031.01 ms [2021-04-07 01:59:25 main:581] : INFO : Epoch 1780 | loss: 0.0312408 | val_loss: 0.0312429 | Time: 2179.27 ms [2021-04-07 01:59:27 main:581] : INFO : Epoch 1781 | loss: 0.0312415 | val_loss: 0.0312434 | Time: 2101.28 ms [2021-04-07 01:59:29 main:581] : INFO : Epoch 1782 | loss: 0.0312412 | val_loss: 0.0312427 | Time: 2088.53 ms [2021-04-07 01:59:31 main:581] : INFO : Epoch 1783 | loss: 0.0312417 | val_loss: 0.0312431 | Time: 2032.67 ms [2021-04-07 01:59:33 main:581] : INFO : Epoch 1784 | loss: 0.0312409 | val_loss: 0.0312415 | Time: 2029.31 ms [2021-04-07 01:59:35 main:581] : INFO : Epoch 1785 | loss: 0.0312414 | val_loss: 0.0312438 | Time: 2083.07 ms [2021-04-07 01:59:37 main:581] : INFO : Epoch 1786 | loss: 0.0312412 | val_loss: 0.031242 | Time: 2063.01 ms [2021-04-07 01:59:39 main:581] : INFO : Epoch 1787 | loss: 0.0312405 | val_loss: 0.0312446 | Time: 2067.1 ms [2021-04-07 01:59:41 main:581] : INFO : Epoch 1788 | loss: 0.0312412 | val_loss: 0.0312443 | Time: 2064.41 ms [2021-04-07 01:59:43 main:581] : INFO : Epoch 1789 | loss: 0.0312444 | val_loss: 0.0312451 | Time: 2032.07 ms [2021-04-07 01:59:46 main:581] : INFO : Epoch 1790 | loss: 0.0312413 | val_loss: 0.031243 | Time: 2031.13 ms [2021-04-07 01:59:48 main:581] : INFO : Epoch 1791 | loss: 0.0312406 | val_loss: 0.0312436 | Time: 2041.65 ms [2021-04-07 01:59:50 main:581] : INFO : Epoch 1792 | loss: 0.0312413 | val_loss: 0.0312437 | Time: 2045.52 ms [2021-04-07 01:59:52 main:581] : INFO : Epoch 1793 | loss: 0.0312422 | val_loss: 0.0312445 | Time: 2066.04 ms [2021-04-07 01:59:54 main:581] : INFO : Epoch 1794 | loss: 0.0312404 | val_loss: 0.0312451 | Time: 2043.35 ms [2021-04-07 01:59:56 main:581] : INFO : Epoch 1795 | loss: 0.0312443 | val_loss: 0.0312489 | Time: 2068.9 ms [2021-04-07 01:59:58 main:581] : INFO : Epoch 1796 | loss: 0.0312424 | val_loss: 0.0312437 | Time: 2045.05 ms [2021-04-07 02:00:00 main:581] : INFO : Epoch 1797 | loss: 0.0312405 | val_loss: 0.0312416 | Time: 2049.82 ms [2021-04-07 02:00:02 main:581] : INFO : Epoch 1798 | loss: 0.03124 | val_loss: 0.0312421 | Time: 2038.08 ms [2021-04-07 02:00:04 main:581] : INFO : Epoch 1799 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 2041.23 ms [2021-04-07 02:00:06 main:581] : INFO : Epoch 1800 | loss: 0.0312429 | val_loss: 0.0312433 | Time: 2031.8 ms [2021-04-07 02:00:08 main:581] : INFO : Epoch 1801 | loss: 0.0312432 | val_loss: 0.0312441 | Time: 2056.72 ms [2021-04-07 02:00:10 main:581] : INFO : Epoch 1802 | loss: 0.031241 | val_loss: 0.0312419 | Time: 2030.19 ms [2021-04-07 02:00:12 main:581] : INFO : Epoch 1803 | loss: 0.0312418 | val_loss: 0.0312422 | Time: 2050.26 ms [2021-04-07 02:00:14 main:581] : INFO : Epoch 1804 | loss: 0.0312421 | val_loss: 0.0312471 | Time: 2036.07 ms [2021-04-07 02:00:16 main:581] : INFO : Epoch 1805 | loss: 0.031241 | val_loss: 0.0312456 | Time: 2052.14 ms [2021-04-07 02:00:18 main:581] : INFO : Epoch 1806 | loss: 0.0312405 | val_loss: 0.0312422 | Time: 2018.12 ms [2021-04-07 02:00:20 main:581] : INFO : Epoch 1807 | loss: 0.0312393 | val_loss: 0.0312421 | Time: 2076.03 ms [2021-04-07 02:00:22 main:581] : INFO : Epoch 1808 | loss: 0.03124 | val_loss: 0.0312436 | Time: 2093.87 ms [2021-04-07 02:00:24 main:581] : INFO : Epoch 1809 | loss: 0.0312411 | val_loss: 0.0312429 | Time: 2080.23 ms [2021-04-07 02:00:27 main:581] : INFO : Epoch 1810 | loss: 0.0312405 | val_loss: 0.0312512 | Time: 2015.15 ms [2021-04-07 02:00:29 main:581] : INFO : Epoch 1811 | loss: 0.0312405 | val_loss: 0.0312422 | Time: 2027.56 ms [2021-04-07 02:00:31 main:581] : INFO : Epoch 1812 | loss: 0.0312399 | val_loss: 0.0312426 | Time: 2100.56 ms [2021-04-07 02:00:33 main:581] : INFO : Epoch 1813 | loss: 0.0312444 | val_loss: 0.0312454 | Time: 2103.63 ms [2021-04-07 02:00:35 main:581] : INFO : Epoch 1814 | loss: 0.031241 | val_loss: 0.031242 | Time: 2085.55 ms [2021-04-07 02:00:37 main:581] : INFO : Epoch 1815 | loss: 0.0312405 | val_loss: 0.0312429 | Time: 2036.07 ms [2021-04-07 02:00:39 main:581] : INFO : Epoch 1816 | loss: 0.0312404 | val_loss: 0.0312437 | Time: 2048.11 ms [2021-04-07 02:00:41 main:581] : INFO : Epoch 1817 | loss: 0.0312419 | val_loss: 0.0312429 | Time: 2029.91 ms [2021-04-07 02:00:43 main:581] : INFO : Epoch 1818 | loss: 0.0312432 | val_loss: 0.0312445 | Time: 2011.93 ms [2021-04-07 02:00:45 main:581] : INFO : Epoch 1819 | loss: 0.0312411 | val_loss: 0.0312432 | Time: 1940.96 ms [2021-04-07 02:00:47 main:581] : INFO : Epoch 1820 | loss: 0.0312409 | val_loss: 0.0312417 | Time: 2031.45 ms [2021-04-07 02:00:49 main:581] : INFO : Epoch 1821 | loss: 0.0312403 | val_loss: 0.0312418 | Time: 2027.31 ms [2021-04-07 02:00:51 main:581] : INFO : Epoch 1822 | loss: 0.0312413 | val_loss: 0.0312426 | Time: 2028.84 ms [2021-04-07 02:00:53 main:581] : INFO : Epoch 1823 | loss: 0.0312416 | val_loss: 0.0312455 | Time: 2019.62 ms [2021-04-07 02:00:55 main:581] : INFO : Epoch 1824 | loss: 0.0312472 | val_loss: 0.0312422 | Time: 2051.28 ms [2021-04-07 02:00:57 main:581] : INFO : Epoch 1825 | loss: 0.0312438 | val_loss: 0.0312468 | Time: 2035.58 ms [2021-04-07 02:00:59 main:581] : INFO : Epoch 1826 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 2038.64 ms [2021-04-07 02:01:01 main:581] : INFO : Epoch 1827 | loss: 0.0312428 | val_loss: 0.0312422 | Time: 2022.16 ms [2021-04-07 02:01:03 main:581] : INFO : Epoch 1828 | loss: 0.0312408 | val_loss: 0.0312418 | Time: 2046.43 ms [2021-04-07 02:01:05 main:581] : INFO : Epoch 1829 | loss: 0.0312414 | val_loss: 0.031248 | Time: 2031.64 ms [2021-04-07 02:01:07 main:581] : INFO : Epoch 1830 | loss: 0.0312439 | val_loss: 0.0312431 | Time: 2098.5 ms [2021-04-07 02:01:09 main:581] : INFO : Epoch 1831 | loss: 0.0312411 | val_loss: 0.0312418 | Time: 2021.97 ms [2021-04-07 02:01:11 main:581] : INFO : Epoch 1832 | loss: 0.0312404 | val_loss: 0.0312421 | Time: 2055.16 ms [2021-04-07 02:01:13 main:581] : INFO : Epoch 1833 | loss: 0.0312411 | val_loss: 0.0312429 | Time: 2048.89 ms [2021-04-07 02:01:16 main:581] : INFO : Epoch 1834 | loss: 0.031241 | val_loss: 0.0312424 | Time: 2049 ms [2021-04-07 02:01:18 main:581] : INFO : Epoch 1835 | loss: 0.0312412 | val_loss: 0.0312427 | Time: 2055.24 ms [2021-04-07 02:01:20 main:581] : INFO : Epoch 1836 | loss: 0.0312419 | val_loss: 0.0312467 | Time: 2062.42 ms [2021-04-07 02:01:22 main:581] : INFO : Epoch 1837 | loss: 0.0312426 | val_loss: 0.031245 | Time: 2055.05 ms [2021-04-07 02:01:24 main:581] : INFO : Epoch 1838 | loss: 0.0312417 | val_loss: 0.0312443 | Time: 2059.56 ms [2021-04-07 02:01:26 main:581] : INFO : Epoch 1839 | loss: 0.0312416 | val_loss: 0.0312418 | Time: 2022.95 ms [2021-04-07 02:01:28 main:581] : INFO : Epoch 1840 | loss: 0.0312418 | val_loss: 0.0312427 | Time: 2070.19 ms [2021-04-07 02:01:30 main:581] : INFO : Epoch 1841 | loss: 0.0312401 | val_loss: 0.0312417 | Time: 2066.04 ms [2021-04-07 02:01:32 main:581] : INFO : Epoch 1842 | loss: 0.0312411 | val_loss: 0.0312432 | Time: 1921.5 ms [2021-04-07 02:01:34 main:581] : INFO : Epoch 1843 | loss: 0.0312407 | val_loss: 0.0312469 | Time: 2014.91 ms [2021-04-07 02:01:36 main:581] : INFO : Epoch 1844 | loss: 0.0312416 | val_loss: 0.0312415 | Time: 2032.27 ms [2021-04-07 02:01:38 main:581] : INFO : Epoch 1845 | loss: 0.0312403 | val_loss: 0.0312415 | Time: 2040.8 ms [2021-04-07 02:01:40 main:581] : INFO : Epoch 1846 | loss: 0.0312397 | val_loss: 0.0312423 | Time: 2040.99 ms [2021-04-07 02:01:42 main:581] : INFO : Epoch 1847 | loss: 0.0312401 | val_loss: 0.0312426 | Time: 2042.26 ms [2021-04-07 02:01:44 main:581] : INFO : Epoch 1848 | loss: 0.0312422 | val_loss: 0.031247 | Time: 2019.75 ms [2021-04-07 02:01:46 main:581] : INFO : Epoch 1849 | loss: 0.0312412 | val_loss: 0.0312426 | Time: 2034.99 ms [2021-04-07 02:01:48 main:581] : INFO : Epoch 1850 | loss: 0.0312404 | val_loss: 0.0312463 | Time: 2026.63 ms [2021-04-07 02:01:50 main:581] : INFO : Epoch 1851 | loss: 0.0312414 | val_loss: 0.0312436 | Time: 2031.15 ms [2021-04-07 02:01:52 main:581] : INFO : Epoch 1852 | loss: 0.0312428 | val_loss: 0.0312433 | Time: 1960.44 ms [2021-04-07 02:01:54 main:581] : INFO : Epoch 1853 | loss: 0.0312433 | val_loss: 0.0312445 | Time: 2037.41 ms [2021-04-07 02:01:56 main:581] : INFO : Epoch 1854 | loss: 0.0312415 | val_loss: 0.0312445 | Time: 2036.1 ms [2021-04-07 02:01:58 main:581] : INFO : Epoch 1855 | loss: 0.0312418 | val_loss: 0.0312425 | Time: 2043.5 ms [2021-04-07 02:02:00 main:581] : INFO : Epoch 1856 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 2037.62 ms [2021-04-07 02:02:02 main:581] : INFO : Epoch 1857 | loss: 0.0312404 | val_loss: 0.0312428 | Time: 2073.83 ms [2021-04-07 02:02:04 main:581] : INFO : Epoch 1858 | loss: 0.0312399 | val_loss: 0.0312421 | Time: 2022.85 ms [2021-04-07 02:02:06 main:581] : INFO : Epoch 1859 | loss: 0.0312401 | val_loss: 0.0312417 | Time: 2073.74 ms [2021-04-07 02:02:08 main:581] : INFO : Epoch 1860 | loss: 0.0312405 | val_loss: 0.0312433 | Time: 2024.08 ms [2021-04-07 02:02:10 main:581] : INFO : Epoch 1861 | loss: 0.0312416 | val_loss: 0.0312483 | Time: 2019.47 ms [2021-04-07 02:02:12 main:581] : INFO : Epoch 1862 | loss: 0.0312411 | val_loss: 0.0312425 | Time: 2001.38 ms [2021-04-07 02:02:15 main:581] : INFO : Epoch 1863 | loss: 0.031241 | val_loss: 0.0312442 | Time: 2105.7 ms [2021-04-07 02:02:17 main:581] : INFO : Epoch 1864 | loss: 0.0312402 | val_loss: 0.031242 | Time: 2067 ms [2021-04-07 02:02:19 main:581] : INFO : Epoch 1865 | loss: 0.0312398 | val_loss: 0.0312426 | Time: 2024.92 ms [2021-04-07 02:02:21 main:581] : INFO : Epoch 1866 | loss: 0.0312402 | val_loss: 0.0312417 | Time: 2069.61 ms [2021-04-07 02:02:23 main:581] : INFO : Epoch 1867 | loss: 0.0312412 | val_loss: 0.0312434 | Time: 2153.48 ms [2021-04-07 02:02:25 main:581] : INFO : Epoch 1868 | loss: 0.0312436 | val_loss: 0.0312443 | Time: 2078.95 ms [2021-04-07 02:02:27 main:581] : INFO : Epoch 1869 | loss: 0.031241 | val_loss: 0.0312427 | Time: 2073.72 ms [2021-04-07 02:02:29 main:581] : INFO : Epoch 1870 | loss: 0.0312408 | val_loss: 0.0312424 | Time: 2058.36 ms [2021-04-07 02:02:31 main:581] : INFO : Epoch 1871 | loss: 0.0312426 | val_loss: 0.0312418 | Time: 2024.44 ms [2021-04-07 02:02:33 main:581] : INFO : Epoch 1872 | loss: 0.0312415 | val_loss: 0.0312444 | Time: 2017.49 ms [2021-04-07 02:02:35 main:581] : INFO : Epoch 1873 | loss: 0.0312398 | val_loss: 0.0312421 | Time: 2036.37 ms [2021-04-07 02:02:37 main:581] : INFO : Epoch 1874 | loss: 0.0312401 | val_loss: 0.0312428 | Time: 2101.05 ms [2021-04-07 02:02:39 main:581] : INFO : Epoch 1875 | loss: 0.0312409 | val_loss: 0.0312435 | Time: 2086.42 ms [2021-04-07 02:02:41 main:581] : INFO : Epoch 1876 | loss: 0.0312438 | val_loss: 0.0312508 | Time: 2033.3 ms [2021-04-07 02:02:43 main:581] : INFO : Epoch 1877 | loss: 0.0312426 | val_loss: 0.0312481 | Time: 2033.6 ms [2021-04-07 02:02:45 main:581] : INFO : Epoch 1878 | loss: 0.0312442 | val_loss: 0.0312476 | Time: 2029.22 ms [2021-04-07 02:02:47 main:581] : INFO : Epoch 1879 | loss: 0.0312446 | val_loss: 0.0312424 | Time: 2031.27 ms [2021-04-07 02:02:49 main:581] : INFO : Epoch 1880 | loss: 0.0312421 | val_loss: 0.0312423 | Time: 2024.6 ms [2021-04-07 02:02:52 main:581] : INFO : Epoch 1881 | loss: 0.0312424 | val_loss: 0.0312451 | Time: 2011.67 ms [2021-04-07 02:02:54 main:581] : INFO : Epoch 1882 | loss: 0.0312414 | val_loss: 0.0312497 | Time: 2020.84 ms [2021-04-07 02:02:56 main:581] : INFO : Epoch 1883 | loss: 0.0312409 | val_loss: 0.0312424 | Time: 2035.2 ms [2021-04-07 02:02:58 main:581] : INFO : Epoch 1884 | loss: 0.0312396 | val_loss: 0.031242 | Time: 2026.04 ms [2021-04-07 02:03:00 main:581] : INFO : Epoch 1885 | loss: 0.03124 | val_loss: 0.0312433 | Time: 2024.25 ms [2021-04-07 02:03:02 main:581] : INFO : Epoch 1886 | loss: 0.0312406 | val_loss: 0.0312417 | Time: 2056.47 ms [2021-04-07 02:03:04 main:581] : INFO : Epoch 1887 | loss: 0.0312406 | val_loss: 0.031242 | Time: 2054.24 ms [2021-04-07 02:03:06 main:581] : INFO : Epoch 1888 | loss: 0.0312407 | val_loss: 0.0312421 | Time: 2065.27 ms [2021-04-07 02:03:08 main:581] : INFO : Epoch 1889 | loss: 0.0312416 | val_loss: 0.0312444 | Time: 2014.76 ms [2021-04-07 02:03:10 main:581] : INFO : Epoch 1890 | loss: 0.0312416 | val_loss: 0.0312419 | Time: 2037.54 ms [2021-04-07 02:03:12 main:581] : INFO : Epoch 1891 | loss: 0.0312406 | val_loss: 0.031243 | Time: 2071.29 ms [2021-04-07 02:03:14 main:581] : INFO : Epoch 1892 | loss: 0.0312411 | val_loss: 0.0312427 | Time: 2040.15 ms [2021-04-07 02:03:16 main:581] : INFO : Epoch 1893 | loss: 0.0312404 | val_loss: 0.0312425 | Time: 2033.06 ms [2021-04-07 02:03:18 main:581] : INFO : Epoch 1894 | loss: 0.0312421 | val_loss: 0.0312453 | Time: 2007.93 ms [2021-04-07 02:03:20 main:581] : INFO : Epoch 1895 | loss: 0.0312411 | val_loss: 0.0312435 | Time: 2049.04 ms [2021-04-07 02:03:22 main:581] : INFO : Epoch 1896 | loss: 0.0312407 | val_loss: 0.0312448 | Time: 2090.42 ms [2021-04-07 02:03:24 main:581] : INFO : Epoch 1897 | loss: 0.031242 | val_loss: 0.0312459 | Time: 2041.16 ms [2021-04-07 02:03:26 main:581] : INFO : Epoch 1898 | loss: 0.0312401 | val_loss: 0.0312421 | Time: 2030.36 ms [2021-04-07 02:03:28 main:581] : INFO : Epoch 1899 | loss: 0.0312414 | val_loss: 0.0312426 | Time: 2052.97 ms [2021-04-07 02:03:30 main:581] : INFO : Epoch 1900 | loss: 0.0312403 | val_loss: 0.0312422 | Time: 2127.21 ms [2021-04-07 02:03:32 main:581] : INFO : Epoch 1901 | loss: 0.031241 | val_loss: 0.0312457 | Time: 2113.03 ms [2021-04-07 02:03:35 main:581] : INFO : Epoch 1902 | loss: 0.031242 | val_loss: 0.0312436 | Time: 2051.37 ms [2021-04-07 02:03:37 main:581] : INFO : Epoch 1903 | loss: 0.0312408 | val_loss: 0.0312452 | Time: 2052.52 ms [2021-04-07 02:03:39 main:581] : INFO : Epoch 1904 | loss: 0.031241 | val_loss: 0.0312423 | Time: 2071.97 ms [2021-04-07 02:03:41 main:581] : INFO : Epoch 1905 | loss: 0.0312402 | val_loss: 0.0312434 | Time: 2112.13 ms [2021-04-07 02:03:43 main:581] : INFO : Epoch 1906 | loss: 0.0312421 | val_loss: 0.0312423 | Time: 2036.43 ms [2021-04-07 02:03:45 main:581] : INFO : Epoch 1907 | loss: 0.0312412 | val_loss: 0.0312422 | Time: 2029.35 ms [2021-04-07 02:03:47 main:581] : INFO : Epoch 1908 | loss: 0.0312419 | val_loss: 0.0312422 | Time: 2035.78 ms [2021-04-07 02:03:49 main:581] : INFO : Epoch 1909 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 2033.76 ms [2021-04-07 02:03:51 main:581] : INFO : Epoch 1910 | loss: 0.0312412 | val_loss: 0.0312478 | Time: 2060.23 ms [2021-04-07 02:03:53 main:581] : INFO : Epoch 1911 | loss: 0.0312415 | val_loss: 0.0312419 | Time: 2049.55 ms [2021-04-07 02:03:55 main:581] : INFO : Epoch 1912 | loss: 0.0312401 | val_loss: 0.0312438 | Time: 2045.85 ms [2021-04-07 02:03:57 main:581] : INFO : Epoch 1913 | loss: 0.0312414 | val_loss: 0.031245 | Time: 2045.52 ms [2021-04-07 02:03:59 main:581] : INFO : Epoch 1914 | loss: 0.0312422 | val_loss: 0.0312433 | Time: 2054.65 ms [2021-04-07 02:04:01 main:581] : INFO : Epoch 1915 | loss: 0.0312414 | val_loss: 0.0312424 | Time: 2054.28 ms [2021-04-07 02:04:03 main:581] : INFO : Epoch 1916 | loss: 0.0312416 | val_loss: 0.0312443 | Time: 2099.87 ms [2021-04-07 02:04:05 main:581] : INFO : Epoch 1917 | loss: 0.0312427 | val_loss: 0.0312472 | Time: 2046.61 ms [2021-04-07 02:04:07 main:581] : INFO : Epoch 1918 | loss: 0.0312419 | val_loss: 0.0312432 | Time: 2035.16 ms [2021-04-07 02:04:09 main:581] : INFO : Epoch 1919 | loss: 0.0312405 | val_loss: 0.0312444 | Time: 2048.93 ms [2021-04-07 02:04:12 main:581] : INFO : Epoch 1920 | loss: 0.0312421 | val_loss: 0.0312419 | Time: 2049.17 ms [2021-04-07 02:04:14 main:581] : INFO : Epoch 1921 | loss: 0.0312428 | val_loss: 0.0312437 | Time: 2040.8 ms [2021-04-07 02:04:16 main:581] : INFO : Epoch 1922 | loss: 0.0312399 | val_loss: 0.0312419 | Time: 2040.27 ms [2021-04-07 02:04:18 main:581] : INFO : Epoch 1923 | loss: 0.0312415 | val_loss: 0.0312441 | Time: 2040.46 ms [2021-04-07 02:04:20 main:581] : INFO : Epoch 1924 | loss: 0.0312419 | val_loss: 0.0312432 | Time: 2040.84 ms [2021-04-07 02:04:22 main:581] : INFO : Epoch 1925 | loss: 0.0312419 | val_loss: 0.0312424 | Time: 2046.23 ms [2021-04-07 02:04:24 main:581] : INFO : Epoch 1926 | loss: 0.0312431 | val_loss: 0.031242 | Time: 2053.99 ms [2021-04-07 02:04:26 main:581] : INFO : Epoch 1927 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 2045.38 ms [2021-04-07 02:04:28 main:581] : INFO : Epoch 1928 | loss: 0.03124 | val_loss: 0.031244 | Time: 2039.64 ms [2021-04-07 02:04:30 main:581] : INFO : Epoch 1929 | loss: 0.0312397 | val_loss: 0.0312422 | Time: 2031.79 ms [2021-04-07 02:04:32 main:581] : INFO : Epoch 1930 | loss: 0.0312413 | val_loss: 0.0312472 | Time: 2032.87 ms [2021-04-07 02:04:34 main:581] : INFO : Epoch 1931 | loss: 0.0312431 | val_loss: 0.0312436 | Time: 2020.27 ms [2021-04-07 02:04:36 main:581] : INFO : Epoch 1932 | loss: 0.0312414 | val_loss: 0.0312436 | Time: 2044.84 ms [2021-04-07 02:04:38 main:581] : INFO : Epoch 1933 | loss: 0.0312426 | val_loss: 0.0312451 | Time: 2054.39 ms [2021-04-07 02:04:40 main:581] : INFO : Epoch 1934 | loss: 0.0312417 | val_loss: 0.031242 | Time: 2049.43 ms [2021-04-07 02:04:42 main:581] : INFO : Epoch 1935 | loss: 0.031241 | val_loss: 0.0312436 | Time: 2037.18 ms [2021-04-07 02:04:44 main:581] : INFO : Epoch 1936 | loss: 0.0312417 | val_loss: 0.0312439 | Time: 2041.54 ms [2021-04-07 02:04:46 main:581] : INFO : Epoch 1937 | loss: 0.0312408 | val_loss: 0.0312416 | Time: 2026.66 ms [2021-04-07 02:04:48 main:581] : INFO : Epoch 1938 | loss: 0.0312413 | val_loss: 0.0312485 | Time: 2042.7 ms [2021-04-07 02:04:50 main:581] : INFO : Epoch 1939 | loss: 0.0312423 | val_loss: 0.0312449 | Time: 2038.64 ms [2021-04-07 02:04:52 main:581] : INFO : Epoch 1940 | loss: 0.0312415 | val_loss: 0.031242 | Time: 2042.24 ms [2021-04-07 02:04:54 main:581] : INFO : Epoch 1941 | loss: 0.0312398 | val_loss: 0.0312418 | Time: 2030.77 ms [2021-04-07 02:04:56 main:581] : INFO : Epoch 1942 | loss: 0.0312415 | val_loss: 0.031242 | Time: 2020.12 ms [2021-04-07 02:04:58 main:581] : INFO : Epoch 1943 | loss: 0.0312421 | val_loss: 0.0312439 | Time: 2030.55 ms [2021-04-07 02:05:00 main:581] : INFO : Epoch 1944 | loss: 0.0312418 | val_loss: 0.0312422 | Time: 2041.46 ms [2021-04-07 02:05:03 main:581] : INFO : Epoch 1945 | loss: 0.0312406 | val_loss: 0.0312441 | Time: 2060.2 ms [2021-04-07 02:05:05 main:581] : INFO : Epoch 1946 | loss: 0.0312423 | val_loss: 0.0312432 | Time: 2059.8 ms [2021-04-07 02:05:07 main:581] : INFO : Epoch 1947 | loss: 0.0312428 | val_loss: 0.031245 | Time: 2051.44 ms [2021-04-07 02:05:09 main:581] : INFO : Epoch 1948 | loss: 0.031243 | val_loss: 0.031246 | Time: 2055.66 ms [2021-04-07 02:05:11 main:581] : INFO : Epoch 1949 | loss: 0.0312442 | val_loss: 0.0312501 | Time: 2054.19 ms [2021-04-07 02:05:13 main:581] : INFO : Epoch 1950 | loss: 0.0312423 | val_loss: 0.0312432 | Time: 2068.51 ms [2021-04-07 02:05:15 main:581] : INFO : Epoch 1951 | loss: 0.0312406 | val_loss: 0.0312418 | Time: 2045.02 ms [2021-04-07 02:05:17 main:581] : INFO : Epoch 1952 | loss: 0.0312401 | val_loss: 0.0312436 | Time: 2060.05 ms [2021-04-07 02:05:19 main:581] : INFO : Epoch 1953 | loss: 0.0312413 | val_loss: 0.0312429 | Time: 2043.58 ms [2021-04-07 02:05:21 main:581] : INFO : Epoch 1954 | loss: 0.0312403 | val_loss: 0.0312438 | Time: 2098.05 ms [2021-04-07 02:05:23 main:581] : INFO : Epoch 1955 | loss: 0.0312396 | val_loss: 0.0312448 | Time: 2063.81 ms [2021-04-07 02:05:25 main:581] : INFO : Epoch 1956 | loss: 0.0312412 | val_loss: 0.0312444 | Time: 2030.36 ms [2021-04-07 02:05:27 main:581] : INFO : Epoch 1957 | loss: 0.0312407 | val_loss: 0.0312438 | Time: 2053.8 ms [2021-04-07 02:05:29 main:581] : INFO : Epoch 1958 | loss: 0.0312414 | val_loss: 0.0312494 | Time: 2042.41 ms [2021-04-07 02:05:31 main:581] : INFO : Epoch 1959 | loss: 0.0312413 | val_loss: 0.0312424 | Time: 2039.47 ms [2021-04-07 02:05:33 main:581] : INFO : Epoch 1960 | loss: 0.0312433 | val_loss: 0.0312459 | Time: 2032.3 ms [2021-04-07 02:05:35 main:581] : INFO : Epoch 1961 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 2049.93 ms [2021-04-07 02:05:37 main:581] : INFO : Epoch 1962 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2043.25 ms [2021-04-07 02:05:39 main:581] : INFO : Epoch 1963 | loss: 0.0312415 | val_loss: 0.0312424 | Time: 2044.87 ms [2021-04-07 02:05:41 main:581] : INFO : Epoch 1964 | loss: 0.0312401 | val_loss: 0.0312427 | Time: 2032.41 ms [2021-04-07 02:05:44 main:581] : INFO : Epoch 1965 | loss: 0.0312426 | val_loss: 0.0312581 | Time: 2025.1 ms [2021-04-07 02:05:46 main:581] : INFO : Epoch 1966 | loss: 0.0312458 | val_loss: 0.0312553 | Time: 2020 ms [2021-04-07 02:05:48 main:581] : INFO : Epoch 1967 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 2018.66 ms [2021-04-07 02:05:50 main:581] : INFO : Epoch 1968 | loss: 0.0312446 | val_loss: 0.0312459 | Time: 2033.82 ms [2021-04-07 02:05:52 main:581] : INFO : Epoch 1969 | loss: 0.0312413 | val_loss: 0.0312449 | Time: 2015.5 ms [2021-04-07 02:05:54 main:581] : INFO : Epoch 1970 | loss: 0.0312425 | val_loss: 0.0312457 | Time: 2000.53 ms [2021-04-07 02:05:56 main:581] : INFO : Epoch 1971 | loss: 0.0312416 | val_loss: 0.0312421 | Time: 2019.74 ms [2021-04-07 02:05:58 main:581] : INFO : Epoch 1972 | loss: 0.0312407 | val_loss: 0.0312436 | Time: 2012.06 ms [2021-04-07 02:06:00 main:581] : INFO : Epoch 1973 | loss: 0.0312419 | val_loss: 0.0312428 | Time: 2028.39 ms [2021-04-07 02:06:02 main:581] : INFO : Epoch 1974 | loss: 0.0312418 | val_loss: 0.031243 | Time: 2053.29 ms [2021-04-07 02:06:04 main:581] : INFO : Epoch 1975 | loss: 0.0312434 | val_loss: 0.0312433 | Time: 2050.35 ms [2021-04-07 02:06:06 main:581] : INFO : Epoch 1976 | loss: 0.0312409 | val_loss: 0.0312426 | Time: 2059.37 ms [2021-04-07 02:06:08 main:581] : INFO : Epoch 1977 | loss: 0.0312404 | val_loss: 0.0312446 | Time: 2042.51 ms [2021-04-07 02:06:10 main:581] : INFO : Epoch 1978 | loss: 0.0312408 | val_loss: 0.0312417 | Time: 2109.13 ms [2021-04-07 02:06:12 main:581] : INFO : Epoch 1979 | loss: 0.0312411 | val_loss: 0.0312427 | Time: 2029.46 ms [2021-04-07 02:06:14 main:581] : INFO : Epoch 1980 | loss: 0.0312399 | val_loss: 0.031247 | Time: 2057.19 ms [2021-04-07 02:06:16 main:581] : INFO : Epoch 1981 | loss: 0.0312402 | val_loss: 0.0312417 | Time: 2043.43 ms [2021-04-07 02:06:18 main:581] : INFO : Epoch 1982 | loss: 0.0312409 | val_loss: 0.0312466 | Time: 2065.88 ms [2021-04-07 02:06:20 main:581] : INFO : Epoch 1983 | loss: 0.0312414 | val_loss: 0.0312427 | Time: 2030 ms [2021-04-07 02:06:22 main:581] : INFO : Epoch 1984 | loss: 0.0312397 | val_loss: 0.0312419 | Time: 2065.55 ms [2021-04-07 02:06:24 main:581] : INFO : Epoch 1985 | loss: 0.0312416 | val_loss: 0.0312434 | Time: 2055.83 ms [2021-04-07 02:06:26 main:581] : INFO : Epoch 1986 | loss: 0.0312436 | val_loss: 0.0312423 | Time: 2040.27 ms [2021-04-07 02:06:28 main:581] : INFO : Epoch 1987 | loss: 0.0312416 | val_loss: 0.0312431 | Time: 2054.68 ms [2021-04-07 02:06:30 main:581] : INFO : Epoch 1988 | loss: 0.0312406 | val_loss: 0.0312448 | Time: 2039.29 ms [2021-04-07 02:06:32 main:581] : INFO : Epoch 1989 | loss: 0.0312421 | val_loss: 0.0312421 | Time: 2032.1 ms [2021-04-07 02:06:35 main:581] : INFO : Epoch 1990 | loss: 0.0312424 | val_loss: 0.0312458 | Time: 2042.09 ms [2021-04-07 02:06:37 main:581] : INFO : Epoch 1991 | loss: 0.0312435 | val_loss: 0.0312439 | Time: 2033.91 ms [2021-04-07 02:06:39 main:581] : INFO : Epoch 1992 | loss: 0.0312406 | val_loss: 0.0312419 | Time: 2043.77 ms [2021-04-07 02:06:41 main:581] : INFO : Epoch 1993 | loss: 0.0312421 | val_loss: 0.0312442 | Time: 2039.23 ms [2021-04-07 02:06:43 main:581] : INFO : Epoch 1994 | loss: 0.0312406 | val_loss: 0.0312464 | Time: 2029.98 ms [2021-04-07 02:06:45 main:581] : INFO : Epoch 1995 | loss: 0.0312419 | val_loss: 0.0312441 | Time: 2042.55 ms [2021-04-07 02:06:47 main:581] : INFO : Epoch 1996 | loss: 0.0312411 | val_loss: 0.031243 | Time: 2049.26 ms [2021-04-07 02:06:49 main:581] : INFO : Epoch 1997 | loss: 0.0312397 | val_loss: 0.0312435 | Time: 2037.28 ms [2021-04-07 02:06:51 main:581] : INFO : Epoch 1998 | loss: 0.0312421 | val_loss: 0.0312451 | Time: 2070.49 ms [2021-04-07 02:06:53 main:581] : INFO : Epoch 1999 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 2056.36 ms [2021-04-07 02:06:55 main:581] : INFO : Epoch 2000 | loss: 0.0312447 | val_loss: 0.0312425 | Time: 2031.32 ms [2021-04-07 02:06:57 main:581] : INFO : Epoch 2001 | loss: 0.0312436 | val_loss: 0.0312473 | Time: 2069.17 ms [2021-04-07 02:06:59 main:581] : INFO : Epoch 2002 | loss: 0.0312424 | val_loss: 0.0312424 | Time: 2029.8 ms [2021-04-07 02:07:01 main:581] : INFO : Epoch 2003 | loss: 0.0312426 | val_loss: 0.0312499 | Time: 2053.29 ms [2021-04-07 02:07:03 main:581] : INFO : Epoch 2004 | loss: 0.0312453 | val_loss: 0.03125 | Time: 2028.11 ms [2021-04-07 02:07:05 main:581] : INFO : Epoch 2005 | loss: 0.0312457 | val_loss: 0.031245 | Time: 2025.39 ms [2021-04-07 02:07:07 main:581] : INFO : Epoch 2006 | loss: 0.0312413 | val_loss: 0.0312432 | Time: 2079.63 ms [2021-04-07 02:07:09 main:581] : INFO : Epoch 2007 | loss: 0.0312421 | val_loss: 0.031244 | Time: 2031.46 ms [2021-04-07 02:07:11 main:581] : INFO : Epoch 2008 | loss: 0.0312442 | val_loss: 0.031243 | Time: 2054.65 ms [2021-04-07 02:07:13 main:581] : INFO : Epoch 2009 | loss: 0.031245 | val_loss: 0.0312465 | Time: 2041.42 ms [2021-04-07 02:07:15 main:581] : INFO : Epoch 2010 | loss: 0.0312416 | val_loss: 0.031242 | Time: 2049.64 ms [2021-04-07 02:07:17 main:581] : INFO : Epoch 2011 | loss: 0.0312424 | val_loss: 0.0312472 | Time: 2057.67 ms [2021-04-07 02:07:20 main:581] : INFO : Epoch 2012 | loss: 0.0312414 | val_loss: 0.0312429 | Time: 2058.97 ms [2021-04-07 02:07:22 main:581] : INFO : Epoch 2013 | loss: 0.0312427 | val_loss: 0.031243 | Time: 2038.47 ms [2021-04-07 02:07:24 main:581] : INFO : Epoch 2014 | loss: 0.0312425 | val_loss: 0.0312444 | Time: 2059.65 ms [2021-04-07 02:07:26 main:581] : INFO : Epoch 2015 | loss: 0.031243 | val_loss: 0.0312496 | Time: 2052.38 ms [2021-04-07 02:07:28 main:581] : INFO : Epoch 2016 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 2038.49 ms [2021-04-07 02:07:30 main:581] : INFO : Epoch 2017 | loss: 0.0312406 | val_loss: 0.0312487 | Time: 2056.24 ms [2021-04-07 02:07:32 main:581] : INFO : Epoch 2018 | loss: 0.0312424 | val_loss: 0.031242 | Time: 2069.59 ms [2021-04-07 02:07:34 main:581] : INFO : Epoch 2019 | loss: 0.0312414 | val_loss: 0.0312539 | Time: 2050.73 ms [2021-04-07 02:07:36 main:581] : INFO : Epoch 2020 | loss: 0.0312428 | val_loss: 0.0312419 | Time: 2064.78 ms [2021-04-07 02:07:38 main:581] : INFO : Epoch 2021 | loss: 0.0312408 | val_loss: 0.0312428 | Time: 2075.74 ms [2021-04-07 02:07:40 main:581] : INFO : Epoch 2022 | loss: 0.0312417 | val_loss: 0.0312439 | Time: 2093.14 ms [2021-04-07 02:07:42 main:581] : INFO : Epoch 2023 | loss: 0.0312412 | val_loss: 0.0312431 | Time: 2119.11 ms [2021-04-07 02:07:44 main:581] : INFO : Epoch 2024 | loss: 0.0312404 | val_loss: 0.0312427 | Time: 2087.15 ms [2021-04-07 02:07:46 main:581] : INFO : Epoch 2025 | loss: 0.0312399 | val_loss: 0.0312453 | Time: 2038.57 ms [2021-04-07 02:07:48 main:581] : INFO : Epoch 2026 | loss: 0.031243 | val_loss: 0.031242 | Time: 2053.67 ms [2021-04-07 02:07:50 main:581] : INFO : Epoch 2027 | loss: 0.0312406 | val_loss: 0.0312429 | Time: 2041.28 ms [2021-04-07 02:07:53 main:581] : INFO : Epoch 2028 | loss: 0.0312422 | val_loss: 0.0312492 | Time: 2046.64 ms [2021-04-07 02:07:55 main:581] : INFO : Epoch 2029 | loss: 0.031245 | val_loss: 0.0312463 | Time: 2042.18 ms [2021-04-07 02:07:57 main:581] : INFO : Epoch 2030 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 2044.21 ms [2021-04-07 02:07:59 main:581] : INFO : Epoch 2031 | loss: 0.0312417 | val_loss: 0.0312431 | Time: 2031.44 ms [2021-04-07 02:08:01 main:581] : INFO : Epoch 2032 | loss: 0.0312419 | val_loss: 0.0312479 | Time: 2048.1 ms [2021-04-07 02:08:03 main:581] : INFO : Epoch 2033 | loss: 0.031243 | val_loss: 0.0312435 | Time: 2034.84 ms [2021-04-07 02:08:05 main:581] : INFO : Epoch 2034 | loss: 0.0312407 | val_loss: 0.0312433 | Time: 2039.2 ms [2021-04-07 02:08:07 main:581] : INFO : Epoch 2035 | loss: 0.0312404 | val_loss: 0.0312428 | Time: 2101.64 ms [2021-04-07 02:08:09 main:581] : INFO : Epoch 2036 | loss: 0.0312416 | val_loss: 0.0312429 | Time: 2079.18 ms [2021-04-07 02:08:11 main:581] : INFO : Epoch 2037 | loss: 0.0312405 | val_loss: 0.031243 | Time: 2040.5 ms [2021-04-07 02:08:13 main:581] : INFO : Epoch 2038 | loss: 0.0312423 | val_loss: 0.0312442 | Time: 2042.84 ms [2021-04-07 02:08:15 main:581] : INFO : Epoch 2039 | loss: 0.031241 | val_loss: 0.031246 | Time: 2027.81 ms [2021-04-07 02:08:17 main:581] : INFO : Epoch 2040 | loss: 0.0312414 | val_loss: 0.0312428 | Time: 2022.18 ms [2021-04-07 02:08:19 main:581] : INFO : Epoch 2041 | loss: 0.0312402 | val_loss: 0.0312422 | Time: 2043.56 ms [2021-04-07 02:08:21 main:581] : INFO : Epoch 2042 | loss: 0.0312394 | val_loss: 0.0312452 | Time: 2075.26 ms [2021-04-07 02:08:23 main:581] : INFO : Epoch 2043 | loss: 0.0312405 | val_loss: 0.0312421 | Time: 2050.57 ms [2021-04-07 02:08:25 main:581] : INFO : Epoch 2044 | loss: 0.0312415 | val_loss: 0.0312456 | Time: 1986.13 ms [2021-04-07 02:08:27 main:581] : INFO : Epoch 2045 | loss: 0.031242 | val_loss: 0.0312418 | Time: 2003.72 ms [2021-04-07 02:08:29 main:581] : INFO : Epoch 2046 | loss: 0.0312402 | val_loss: 0.0312468 | Time: 2057.44 ms [2021-04-07 02:08:31 main:581] : INFO : Epoch 2047 | loss: 0.0312434 | val_loss: 0.0312424 | Time: 2076.49 ms [2021-04-07 02:08:33 main:581] : INFO : Epoch 2048 | loss: 0.0312417 | val_loss: 0.0312423 | Time: 2050.9 ms [2021-04-07 02:08:33 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312423 [2021-04-07 02:08:33 main:610] : INFO : Saving end state to config to file [2021-04-07 02:08:33 main:615] : INFO : Success, exiting.. 02:08:33 (1502776): 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)