Task 14383388
| Name | ParityModified-1647048014-22248-2-0_0 |
| Workunit | 11428255 |
| Created | 5 Apr 2022, 16:03:06 UTC |
| Sent | 10 Apr 2022, 11:36:44 UTC |
| Report deadline | 18 Apr 2022, 11:36:44 UTC |
| Received | 11 Apr 2022, 18:31:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21690 |
| Run time | 3 hours 1 min 2 sec |
| CPU time | 1 hours 39 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,433.61 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.83 GB |
| Peak swap size | 4.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311279 | val_loss: 0.0311614 | Time: 2479.07 ms [2022-04-12 01:04:33 main:574] : INFO : Epoch 1543 | loss: 0.0311276 | val_loss: 0.0311612 | Time: 2582.16 ms [2022-04-12 01:04:35 main:574] : INFO : Epoch 1544 | loss: 0.0311288 | val_loss: 0.0311581 | Time: 2607.76 ms [2022-04-12 01:04:38 main:574] : INFO : Epoch 1545 | loss: 0.0311286 | val_loss: 0.0311624 | Time: 2458.75 ms [2022-04-12 01:04:40 main:574] : INFO : Epoch 1546 | loss: 0.0311314 | val_loss: 0.0311688 | Time: 2322.83 ms [2022-04-12 01:04:43 main:574] : INFO : Epoch 1547 | loss: 0.0311349 | val_loss: 0.0311608 | Time: 2472.63 ms [2022-04-12 01:04:46 main:574] : INFO : Epoch 1548 | loss: 0.0311337 | val_loss: 0.031162 | Time: 2485.48 ms [2022-04-12 01:04:48 main:574] : INFO : Epoch 1549 | loss: 0.0311309 | val_loss: 0.0311595 | Time: 2573.58 ms [2022-04-12 01:04:51 main:574] : INFO : Epoch 1550 | loss: 0.0311288 | val_loss: 0.0311626 | Time: 2686.03 ms [2022-04-12 01:04:54 main:574] : INFO : Epoch 1551 | loss: 0.0311287 | val_loss: 0.0311645 | Time: 2469.44 ms [2022-04-12 01:04:56 main:574] : INFO : Epoch 1552 | loss: 0.0311319 | val_loss: 0.0311575 | Time: 2436.87 ms [2022-04-12 01:04:59 main:574] : INFO : Epoch 1553 | loss: 0.0311295 | val_loss: 0.0311613 | Time: 2461.15 ms [2022-04-12 01:05:01 main:574] : INFO : Epoch 1554 | loss: 0.0311294 | val_loss: 0.0311617 | Time: 2507.8 ms [2022-04-12 01:05:04 main:574] : INFO : Epoch 1555 | loss: 0.0311274 | val_loss: 0.0311606 | Time: 2437.13 ms [2022-04-12 01:05:06 main:574] : INFO : Epoch 1556 | loss: 0.0311284 | val_loss: 0.0311623 | Time: 2469.31 ms [2022-04-12 01:05:09 main:574] : INFO : Epoch 1557 | loss: 0.0311262 | val_loss: 0.0311617 | Time: 2352.25 ms [2022-04-12 01:05:11 main:574] : INFO : Epoch 1558 | loss: 0.0311278 | val_loss: 0.0311608 | Time: 2365.25 ms [2022-04-12 01:05:14 main:574] : INFO : Epoch 1559 | loss: 0.0311274 | val_loss: 0.0311677 | Time: 2646.8 ms [2022-04-12 01:05:17 main:574] : INFO : Epoch 1560 | loss: 0.0311283 | val_loss: 0.0311686 | Time: 2365.71 ms [2022-04-12 01:05:19 main:574] : INFO : Epoch 1561 | loss: 0.0311302 | val_loss: 0.0311715 | Time: 2425.59 ms [2022-04-12 01:05:22 main:574] : INFO : Epoch 1562 | loss: 0.0311331 | val_loss: 0.0311625 | Time: 2574.74 ms [2022-04-12 01:05:25 main:574] : INFO : Epoch 1563 | loss: 0.0311292 | val_loss: 0.0311677 | Time: 2362.24 ms [2022-04-12 01:05:28 main:574] : INFO : Epoch 1564 | loss: 0.0311284 | val_loss: 0.0311716 | Time: 2635.73 ms [2022-04-12 01:05:31 main:574] : INFO : Epoch 1565 | loss: 0.0311277 | val_loss: 0.0311623 | Time: 2449.48 ms [2022-04-12 01:05:34 main:574] : INFO : Epoch 1566 | loss: 0.0311275 | val_loss: 0.0311612 | Time: 2356.35 ms [2022-04-12 01:05:36 main:574] : INFO : Epoch 1567 | loss: 0.0311303 | val_loss: 0.03117 | Time: 2230.75 ms [2022-04-12 01:05:38 main:574] : INFO : Epoch 1568 | loss: 0.0311281 | val_loss: 0.0311588 | Time: 2520.86 ms [2022-04-12 01:05:42 main:574] : INFO : Epoch 1569 | loss: 0.0311256 | val_loss: 0.0311666 | Time: 2476.21 ms [2022-04-12 01:05:44 main:574] : INFO : Epoch 1570 | loss: 0.0311267 | val_loss: 0.031164 | Time: 2561.11 ms [2022-04-12 01:05:47 main:574] : INFO : Epoch 1571 | loss: 0.031127 | val_loss: 0.0311619 | Time: 2508.55 ms [2022-04-12 01:05:50 main:574] : INFO : Epoch 1572 | loss: 0.0311291 | val_loss: 0.03116 | Time: 2699.46 ms [2022-04-12 01:05:52 main:574] : INFO : Epoch 1573 | loss: 0.0311318 | val_loss: 0.0311613 | Time: 2651.04 ms [2022-04-12 01:05:55 main:574] : INFO : Epoch 1574 | loss: 0.0311293 | val_loss: 0.0311588 | Time: 2288.82 ms [2022-04-12 01:05:58 main:574] : INFO : Epoch 1575 | loss: 0.0311329 | val_loss: 0.0311567 | Time: 2655.28 ms [2022-04-12 01:06:00 main:574] : INFO : Epoch 1576 | loss: 0.0311302 | val_loss: 0.0311584 | Time: 2434.11 ms [2022-04-12 01:06:04 main:574] : INFO : Epoch 1577 | loss: 0.0311314 | val_loss: 0.0311664 | Time: 2405.75 ms [2022-04-12 01:06:06 main:574] : INFO : Epoch 1578 | loss: 0.031151 | val_loss: 0.0311638 | Time: 2518 ms [2022-04-12 01:06:09 main:574] : INFO : Epoch 1579 | loss: 0.0311453 | val_loss: 0.0311638 | Time: 2542.99 ms [2022-04-12 01:06:12 main:574] : INFO : Epoch 1580 | loss: 0.0311409 | val_loss: 0.0311591 | Time: 2664.26 ms [2022-04-12 01:06:24 main:574] : INFO : Epoch 1581 | loss: 0.0311382 | val_loss: 0.03116 | Time: 12755.5 ms [2022-04-12 01:06:27 main:574] : INFO : Epoch 1582 | loss: 0.0311363 | val_loss: 0.0311586 | Time: 2487.07 ms [2022-04-12 01:06:30 main:574] : INFO : Epoch 1583 | loss: 0.0311362 | val_loss: 0.0311594 | Time: 2522.12 ms [2022-04-12 01:06:32 main:574] : INFO : Epoch 1584 | loss: 0.0311358 | val_loss: 0.031161 | Time: 2615.42 ms [2022-04-12 01:06:35 main:574] : INFO : Epoch 1585 | loss: 0.0311397 | val_loss: 0.0311633 | Time: 2614.12 ms [2022-04-12 01:06:38 main:574] : INFO : Epoch 1586 | loss: 0.0311462 | val_loss: 0.0311594 | Time: 2494.77 ms [2022-04-12 01:06:40 main:574] : INFO : Epoch 1587 | loss: 0.0311489 | val_loss: 0.0311584 | Time: 2630.14 ms [2022-04-12 01:06:43 main:574] : INFO : Epoch 1588 | loss: 0.0311428 | val_loss: 0.0311633 | Time: 2614.19 ms [2022-04-12 01:06:45 main:574] : INFO : Epoch 1589 | loss: 0.0311446 | val_loss: 0.0311601 | Time: 2389.91 ms [2022-04-12 01:06:48 main:574] : INFO : Epoch 1590 | loss: 0.0311404 | val_loss: 0.0311601 | Time: 2615.55 ms [2022-04-12 01:06:51 main:574] : INFO : Epoch 1591 | loss: 0.0311358 | val_loss: 0.0311598 | Time: 2817.02 ms [2022-04-12 01:06:54 main:574] : INFO : Epoch 1592 | loss: 0.0311351 | val_loss: 0.0311541 | Time: 2479.67 ms [2022-04-12 01:07:07 main:574] : INFO : Epoch 1593 | loss: 0.0311415 | val_loss: 0.0311569 | Time: 13112 ms [2022-04-12 01:07:09 main:574] : INFO : Epoch 1594 | loss: 0.0311352 | val_loss: 0.0311603 | Time: 2525.64 ms [2022-04-12 01:07:12 main:574] : INFO : Epoch 1595 | loss: 0.0311394 | val_loss: 0.0311654 | Time: 2458.82 ms [2022-04-12 01:07:14 main:574] : INFO : Epoch 1596 | loss: 0.0311355 | val_loss: 0.0311588 | Time: 2409.11 ms [2022-04-12 01:07:17 main:574] : INFO : Epoch 1597 | loss: 0.0311365 | val_loss: 0.0311562 | Time: 2471.15 ms [2022-04-12 01:07:20 main:574] : INFO : Epoch 1598 | loss: 0.0311393 | val_loss: 0.0311583 | Time: 2968.88 ms [2022-04-12 01:07:23 main:574] : INFO : Epoch 1599 | loss: 0.0311419 | val_loss: 0.0311578 | Time: 2517.05 ms [2022-04-12 01:07:36 main:574] : INFO : Epoch 1600 | loss: 0.031143 | val_loss: 0.0311618 | Time: 12651.8 ms [2022-04-12 01:07:38 main:574] : INFO : Epoch 1601 | loss: 0.031142 | val_loss: 0.0311619 | Time: 2422.64 ms [2022-04-12 01:07:41 main:574] : INFO : Epoch 1602 | loss: 0.0311384 | val_loss: 0.0311613 | Time: 2490.2 ms [2022-04-12 01:07:44 main:574] : INFO : Epoch 1603 | loss: 0.0311376 | val_loss: 0.0311587 | Time: 2455.19 ms [2022-04-12 01:07:46 main:574] : INFO : Epoch 1604 | loss: 0.031135 | val_loss: 0.031167 | Time: 2472.18 ms [2022-04-12 01:07:49 main:574] : INFO : Epoch 1605 | loss: 0.0311373 | val_loss: 0.0311611 | Time: 2390.98 ms [2022-04-12 01:07:51 main:574] : INFO : Epoch 1606 | loss: 0.031134 | val_loss: 0.0311611 | Time: 2521.5 ms [2022-04-12 01:07:55 main:574] : INFO : Epoch 1607 | loss: 0.0311335 | val_loss: 0.0311653 | Time: 2548.13 ms [2022-04-12 01:07:57 main:574] : INFO : Epoch 1608 | loss: 0.0311355 | val_loss: 0.0311643 | Time: 2287.4 ms [2022-04-12 01:08:00 main:574] : INFO : Epoch 1609 | loss: 0.0311355 | val_loss: 0.0311619 | Time: 2548.11 ms [2022-04-12 01:08:04 main:574] : INFO : Epoch 1610 | loss: 0.0311333 | val_loss: 0.0311668 | Time: 2780.5 ms [2022-04-12 01:08:16 main:574] : INFO : Epoch 1611 | loss: 0.0311367 | val_loss: 0.0311641 | Time: 12396.2 ms [2022-04-12 01:08:19 main:574] : INFO : Epoch 1612 | loss: 0.0311323 | val_loss: 0.0311648 | Time: 2782.39 ms [2022-04-12 01:08:22 main:574] : INFO : Epoch 1613 | loss: 0.0311334 | val_loss: 0.0311634 | Time: 2528.61 ms [2022-04-12 01:08:35 main:574] : INFO : Epoch 1614 | loss: 0.0311346 | val_loss: 0.0311646 | Time: 12808.9 ms [2022-04-12 01:08:38 main:574] : INFO : Epoch 1615 | loss: 0.0311395 | val_loss: 0.0311651 | Time: 2602.55 ms [2022-04-12 01:08:41 main:574] : INFO : Epoch 1616 | loss: 0.0311344 | val_loss: 0.0311654 | Time: 2431 ms [2022-04-12 01:08:43 main:574] : INFO : Epoch 1617 | loss: 0.0311353 | val_loss: 0.0311635 | Time: 2487.88 ms [2022-04-12 01:08:56 main:574] : INFO : Epoch 1618 | loss: 0.0311379 | val_loss: 0.0311711 | Time: 12917.7 ms [2022-04-12 01:08:59 main:574] : INFO : Epoch 1619 | loss: 0.0311358 | val_loss: 0.0311699 | Time: 2489 ms [2022-04-12 01:09:02 main:574] : INFO : Epoch 1620 | loss: 0.0311333 | val_loss: 0.0311636 | Time: 2519.7 ms [2022-04-12 01:09:04 main:574] : INFO : Epoch 1621 | loss: 0.0311357 | val_loss: 0.031175 | Time: 2333.48 ms [2022-04-12 01:09:07 main:574] : INFO : Epoch 1622 | loss: 0.0311303 | val_loss: 0.0311623 | Time: 2645.91 ms [2022-04-12 01:09:10 main:574] : INFO : Epoch 1623 | loss: 0.0311298 | val_loss: 0.0311644 | Time: 2574.35 ms [2022-04-12 01:09:14 main:574] : INFO : Epoch 1624 | loss: 0.0311304 | val_loss: 0.0311702 | Time: 2536.32 ms [2022-04-12 01:09:27 main:574] : INFO : Epoch 1625 | loss: 0.0311314 | val_loss: 0.0311646 | Time: 12451.9 ms [2022-04-12 01:09:30 main:574] : INFO : Epoch 1626 | loss: 0.0311327 | val_loss: 0.0311661 | Time: 2460.75 ms [2022-04-12 01:09:33 main:574] : INFO : Epoch 1627 | loss: 0.0311329 | val_loss: 0.0311608 | Time: 2435.39 ms [2022-04-12 01:09:35 main:574] : INFO : Epoch 1628 | loss: 0.0311349 | val_loss: 0.0311673 | Time: 2500.5 ms [2022-04-12 01:09:38 main:574] : INFO : Epoch 1629 | loss: 0.0311328 | val_loss: 0.0311609 | Time: 2291.25 ms [2022-04-12 01:09:41 main:574] : INFO : Epoch 1630 | loss: 0.0311305 | val_loss: 0.0311588 | Time: 2375.76 ms [2022-04-12 01:09:44 main:574] : INFO : Epoch 1631 | loss: 0.0311332 | val_loss: 0.0311604 | Time: 2529.42 ms [2022-04-12 01:09:57 main:574] : INFO : Epoch 1632 | loss: 0.0311318 | val_loss: 0.031164 | Time: 12552 ms [2022-04-12 01:10:00 main:574] : INFO : Epoch 1633 | loss: 0.0311295 | val_loss: 0.0311682 | Time: 2349.5 ms [2022-04-12 01:10:02 main:574] : INFO : Epoch 1634 | loss: 0.0311304 | val_loss: 0.0311579 | Time: 2381.13 ms [2022-04-12 01:10:04 main:574] : INFO : Epoch 1635 | loss: 0.0311298 | val_loss: 0.0311613 | Time: 1817.68 ms [2022-04-12 01:10:06 main:574] : INFO : Epoch 1636 | loss: 0.0311302 | val_loss: 0.0311624 | Time: 1917.14 ms [2022-04-12 01:10:08 main:574] : INFO : Epoch 1637 | loss: 0.0311317 | val_loss: 0.0311618 | Time: 1966.57 ms [2022-04-12 01:10:10 main:574] : INFO : Epoch 1638 | loss: 0.0311311 | val_loss: 0.0311681 | Time: 1885.06 ms [2022-04-12 01:10:13 main:574] : INFO : Epoch 1639 | loss: 0.031129 | val_loss: 0.0311632 | Time: 1976.1 ms [2022-04-12 01:10:15 main:574] : INFO : Epoch 1640 | loss: 0.0311331 | val_loss: 0.0311619 | Time: 2004.95 ms [2022-04-12 01:10:17 main:574] : INFO : Epoch 1641 | loss: 0.0311316 | val_loss: 0.0311609 | Time: 2023.61 ms [2022-04-12 01:10:19 main:574] : INFO : Epoch 1642 | loss: 0.0311297 | val_loss: 0.0311622 | Time: 1886.54 ms [2022-04-12 01:10:21 main:574] : INFO : Epoch 1643 | loss: 0.0311313 | val_loss: 0.0311706 | Time: 2038.31 ms [2022-04-12 01:10:23 main:574] : INFO : Epoch 1644 | loss: 0.0311278 | val_loss: 0.0311635 | Time: 1862.29 ms [2022-04-12 01:10:25 main:574] : INFO : Epoch 1645 | loss: 0.0311277 | val_loss: 0.0311659 | Time: 1989.7 ms [2022-04-12 01:10:27 main:574] : INFO : Epoch 1646 | loss: 0.0311288 | val_loss: 0.0311695 | Time: 1944.78 ms [2022-04-12 01:10:29 main:574] : INFO : Epoch 1647 | loss: 0.0311298 | val_loss: 0.0311651 | Time: 1995.04 ms [2022-04-12 01:10:31 main:574] : INFO : Epoch 1648 | loss: 0.0311327 | val_loss: 0.0311714 | Time: 1968.39 ms [2022-04-12 01:10:34 main:574] : INFO : Epoch 1649 | loss: 0.03113 | val_loss: 0.0311677 | Time: 1968.89 ms [2022-04-12 01:10:36 main:574] : INFO : Epoch 1650 | loss: 0.0311334 | val_loss: 0.031166 | Time: 1970.32 ms [2022-04-12 01:10:48 main:574] : INFO : Epoch 1651 | loss: 0.0311315 | val_loss: 0.0311614 | Time: 12335.4 ms [2022-04-12 01:10:50 main:574] : INFO : Epoch 1652 | loss: 0.0311397 | val_loss: 0.0311706 | Time: 1962.95 ms [2022-04-12 01:10:52 main:574] : INFO : Epoch 1653 | loss: 0.0311356 | val_loss: 0.0311625 | Time: 1927.24 ms [2022-04-12 01:10:54 main:574] : INFO : Epoch 1654 | loss: 0.0311304 | val_loss: 0.031163 | Time: 1972.28 ms [2022-04-12 01:10:57 main:574] : INFO : Epoch 1655 | loss: 0.0311298 | val_loss: 0.031171 | Time: 1991.19 ms [2022-04-12 01:10:59 main:574] : INFO : Epoch 1656 | loss: 0.0311331 | val_loss: 0.0311692 | Time: 2044.2 ms [2022-04-12 01:11:01 main:574] : INFO : Epoch 1657 | loss: 0.0311312 | val_loss: 0.0311612 | Time: 2041.8 ms [2022-04-12 01:11:03 main:574] : INFO : Epoch 1658 | loss: 0.0311338 | val_loss: 0.0311642 | Time: 1948.94 ms [2022-04-12 01:11:05 main:574] : INFO : Epoch 1659 | loss: 0.0311303 | val_loss: 0.0311671 | Time: 2031.55 ms [2022-04-12 01:11:07 main:574] : INFO : Epoch 1660 | loss: 0.0311281 | val_loss: 0.0311657 | Time: 2047.1 ms [2022-04-12 01:11:09 main:574] : INFO : Epoch 1661 | loss: 0.0311271 | val_loss: 0.0311655 | Time: 1961.18 ms [2022-04-12 01:11:12 main:574] : INFO : Epoch 1662 | loss: 0.0311304 | val_loss: 0.0311605 | Time: 2055.84 ms [2022-04-12 01:11:14 main:574] : INFO : Epoch 1663 | loss: 0.0311306 | val_loss: 0.0311664 | Time: 2027.94 ms [2022-04-12 01:11:16 main:574] : INFO : Epoch 1664 | loss: 0.0311278 | val_loss: 0.0311659 | Time: 2023.03 ms [2022-04-12 01:11:18 main:574] : INFO : Epoch 1665 | loss: 0.0311278 | val_loss: 0.0311686 | Time: 2015.99 ms [2022-04-12 01:11:20 main:574] : INFO : Epoch 1666 | loss: 0.0311285 | val_loss: 0.0311682 | Time: 2029.21 ms [2022-04-12 01:11:22 main:574] : INFO : Epoch 1667 | loss: 0.0311309 | val_loss: 0.0311657 | Time: 1994.65 ms [2022-04-12 01:11:24 main:574] : INFO : Epoch 1668 | loss: 0.0311307 | val_loss: 0.0311677 | Time: 1991.53 ms [2022-04-12 01:11:27 main:574] : INFO : Epoch 1669 | loss: 0.0311373 | val_loss: 0.0311697 | Time: 1965.15 ms [2022-04-12 01:11:29 main:574] : INFO : Epoch 1670 | loss: 0.031134 | val_loss: 0.0311665 | Time: 2015.38 ms [2022-04-12 01:11:32 main:574] : INFO : Epoch 1671 | loss: 0.0311341 | val_loss: 0.031169 | Time: 2061.7 ms [2022-04-12 01:11:34 main:574] : INFO : Epoch 1672 | loss: 0.0311324 | val_loss: 0.0311674 | Time: 1893.68 ms [2022-04-12 01:11:36 main:574] : INFO : Epoch 1673 | loss: 0.0311292 | val_loss: 0.0311671 | Time: 1998.17 ms [2022-04-12 01:11:38 main:574] : INFO : Epoch 1674 | loss: 0.0311308 | val_loss: 0.0311659 | Time: 1993.23 ms [2022-04-12 01:11:40 main:574] : INFO : Epoch 1675 | loss: 0.0311284 | val_loss: 0.0311729 | Time: 1980.36 ms [2022-04-12 01:11:42 main:574] : INFO : Epoch 1676 | loss: 0.0311322 | val_loss: 0.0311671 | Time: 1956.34 ms [2022-04-12 01:11:44 main:574] : INFO : Epoch 1677 | loss: 0.0311274 | val_loss: 0.0311681 | Time: 1975.72 ms [2022-04-12 01:11:47 main:574] : INFO : Epoch 1678 | loss: 0.0311307 | val_loss: 0.0311653 | Time: 1953.9 ms [2022-04-12 01:11:49 main:574] : INFO : Epoch 1679 | loss: 0.0311327 | val_loss: 0.0311665 | Time: 2005.75 ms [2022-04-12 01:11:51 main:574] : INFO : Epoch 1680 | loss: 0.0311313 | val_loss: 0.0311651 | Time: 2576.23 ms [2022-04-12 01:11:54 main:574] : INFO : Epoch 1681 | loss: 0.0311344 | val_loss: 0.0311752 | Time: 2962.58 ms [2022-04-12 01:11:57 main:574] : INFO : Epoch 1682 | loss: 0.0311363 | val_loss: 0.0311698 | Time: 2391.68 ms [2022-04-12 01:12:00 main:574] : INFO : Epoch 1683 | loss: 0.031133 | val_loss: 0.031164 | Time: 2757.96 ms [2022-04-12 01:12:04 main:574] : INFO : Epoch 1684 | loss: 0.031135 | val_loss: 0.031173 | Time: 2684.81 ms [2022-04-12 01:12:06 main:574] : INFO : Epoch 1685 | loss: 0.0311315 | val_loss: 0.0311668 | Time: 2559.01 ms [2022-04-12 01:12:09 main:574] : INFO : Epoch 1686 | loss: 0.0311318 | val_loss: 0.0311777 | Time: 2535.65 ms [2022-04-12 01:12:12 main:574] : INFO : Epoch 1687 | loss: 0.0311369 | val_loss: 0.0311657 | Time: 2726.88 ms [2022-04-12 01:12:15 main:574] : INFO : Epoch 1688 | loss: 0.031129 | val_loss: 0.031163 | Time: 2734.94 ms [2022-04-12 01:12:18 main:574] : INFO : Epoch 1689 | loss: 0.0311303 | val_loss: 0.031162 | Time: 2740.43 ms [2022-04-12 01:12:21 main:574] : INFO : Epoch 1690 | loss: 0.0311304 | val_loss: 0.0311616 | Time: 2490.1 ms [2022-04-12 01:12:24 main:574] : INFO : Epoch 1691 | loss: 0.0311302 | val_loss: 0.0311617 | Time: 2645.47 ms [2022-04-12 01:12:26 main:574] : INFO : Epoch 1692 | loss: 0.0311318 | val_loss: 0.031182 | Time: 2429.53 ms [2022-04-12 01:12:29 main:574] : INFO : Epoch 1693 | loss: 0.0311321 | val_loss: 0.0311644 | Time: 2534.81 ms [2022-04-12 01:12:32 main:574] : INFO : Epoch 1694 | loss: 0.0311282 | val_loss: 0.031165 | Time: 2394.03 ms [2022-04-12 01:12:34 main:574] : INFO : Epoch 1695 | loss: 0.0311313 | val_loss: 0.0311654 | Time: 2179.61 ms [2022-04-12 01:12:37 main:574] : INFO : Epoch 1696 | loss: 0.0311266 | val_loss: 0.031161 | Time: 2394.92 ms [2022-04-12 01:12:39 main:574] : INFO : Epoch 1697 | loss: 0.0311292 | val_loss: 0.0311634 | Time: 2273.38 ms [2022-04-12 01:12:42 main:574] : INFO : Epoch 1698 | loss: 0.031134 | val_loss: 0.0311732 | Time: 2523.21 ms [2022-04-12 01:12:44 main:574] : INFO : Epoch 1699 | loss: 0.0311428 | val_loss: 0.0311715 | Time: 2344.05 ms [2022-04-12 01:12:47 main:574] : INFO : Epoch 1700 | loss: 0.0311417 | val_loss: 0.0311795 | Time: 2523.49 ms [2022-04-12 01:12:50 main:574] : INFO : Epoch 1701 | loss: 0.0311354 | val_loss: 0.0311621 | Time: 2553.53 ms [2022-04-12 01:12:52 main:574] : INFO : Epoch 1702 | loss: 0.0311341 | val_loss: 0.0311572 | Time: 2339.78 ms [2022-04-12 01:12:55 main:574] : INFO : Epoch 1703 | loss: 0.0311332 | val_loss: 0.0311573 | Time: 2515.44 ms [2022-04-12 01:12:58 main:574] : INFO : Epoch 1704 | loss: 0.0311316 | val_loss: 0.0311617 | Time: 2371.05 ms [2022-04-12 01:13:00 main:574] : INFO : Epoch 1705 | loss: 0.0311332 | val_loss: 0.031163 | Time: 2449.67 ms [2022-04-12 01:13:03 main:574] : INFO : Epoch 1706 | loss: 0.0311338 | val_loss: 0.0311583 | Time: 2606.32 ms [2022-04-12 01:13:06 main:574] : INFO : Epoch 1707 | loss: 0.0311366 | val_loss: 0.0311586 | Time: 2455.08 ms [2022-04-12 01:13:09 main:574] : INFO : Epoch 1708 | loss: 0.0311385 | val_loss: 0.0311593 | Time: 2565.86 ms [2022-04-12 01:13:12 main:574] : INFO : Epoch 1709 | loss: 0.0311353 | val_loss: 0.031163 | Time: 2746.86 ms [2022-04-12 01:13:14 main:574] : INFO : Epoch 1710 | loss: 0.0311397 | val_loss: 0.0311623 | Time: 2452.09 ms [2022-04-12 01:13:17 main:574] : INFO : Epoch 1711 | loss: 0.0311389 | val_loss: 0.0311595 | Time: 2604.77 ms [2022-04-12 01:13:20 main:574] : INFO : Epoch 1712 | loss: 0.0311369 | val_loss: 0.0311601 | Time: 2527.1 ms [2022-04-12 01:13:22 main:574] : INFO : Epoch 1713 | loss: 0.0311323 | val_loss: 0.0311597 | Time: 2501.36 ms [2022-04-12 01:13:25 main:574] : INFO : Epoch 1714 | loss: 0.0311329 | val_loss: 0.0311631 | Time: 2530.05 ms [2022-04-12 01:13:28 main:574] : INFO : Epoch 1715 | loss: 0.0311323 | val_loss: 0.0311737 | Time: 2497.71 ms [2022-04-12 01:13:31 main:574] : INFO : Epoch 1716 | loss: 0.0311337 | val_loss: 0.0311592 | Time: 2479.41 ms [2022-04-12 01:13:33 main:574] : INFO : Epoch 1717 | loss: 0.0311346 | val_loss: 0.0311582 | Time: 2714.84 ms [2022-04-12 01:13:36 main:574] : INFO : Epoch 1718 | loss: 0.0311333 | val_loss: 0.0311571 | Time: 2501.23 ms [2022-04-12 01:13:39 main:574] : INFO : Epoch 1719 | loss: 0.0311313 | val_loss: 0.0311596 | Time: 2559.67 ms [2022-04-12 01:13:42 main:574] : INFO : Epoch 1720 | loss: 0.0311311 | val_loss: 0.0311646 | Time: 2544.43 ms [2022-04-12 01:13:44 main:574] : INFO : Epoch 1721 | loss: 0.0311326 | val_loss: 0.0311648 | Time: 2337.81 ms [2022-04-12 01:13:47 main:574] : INFO : Epoch 1722 | loss: 0.0311312 | val_loss: 0.0311651 | Time: 2502.87 ms [2022-04-12 01:13:50 main:574] : INFO : Epoch 1723 | loss: 0.0311287 | val_loss: 0.0311606 | Time: 2426.9 ms [2022-04-12 01:13:53 main:574] : INFO : Epoch 1724 | loss: 0.0311287 | val_loss: 0.0311602 | Time: 2491.86 ms [2022-04-12 01:13:56 main:574] : INFO : Epoch 1725 | loss: 0.0311304 | val_loss: 0.0311627 | Time: 2705.86 ms [2022-04-12 01:13:59 main:574] : INFO : Epoch 1726 | loss: 0.0311319 | val_loss: 0.0311613 | Time: 2782.8 ms [2022-04-12 01:14:01 main:574] : INFO : Epoch 1727 | loss: 0.0311307 | val_loss: 0.031161 | Time: 2550.87 ms [2022-04-12 01:14:04 main:574] : INFO : Epoch 1728 | loss: 0.0311298 | val_loss: 0.0311608 | Time: 2744.29 ms [2022-04-12 01:14:07 main:574] : INFO : Epoch 1729 | loss: 0.0311323 | val_loss: 0.0311641 | Time: 2703.36 ms [2022-04-12 01:14:10 main:574] : INFO : Epoch 1730 | loss: 0.0311289 | val_loss: 0.0311595 | Time: 2791.1 ms [2022-04-12 01:14:13 main:574] : INFO : Epoch 1731 | loss: 0.0311319 | val_loss: 0.031161 | Time: 2568.95 ms [2022-04-12 01:14:16 main:574] : INFO : Epoch 1732 | loss: 0.0311286 | val_loss: 0.0311611 | Time: 2671.25 ms [2022-04-12 01:14:19 main:574] : INFO : Epoch 1733 | loss: 0.0311256 | val_loss: 0.0311569 | Time: 2604.63 ms [2022-04-12 01:14:23 main:574] : INFO : Epoch 1734 | loss: 0.0311269 | val_loss: 0.0311581 | Time: 2715.27 ms [2022-04-12 01:14:26 main:574] : INFO : Epoch 1735 | loss: 0.0311285 | val_loss: 0.0311723 | Time: 2571.81 ms [2022-04-12 01:14:29 main:574] : INFO : Epoch 1736 | loss: 0.0311404 | val_loss: 0.0311802 | Time: 2847.5 ms [2022-04-12 01:14:32 main:574] : INFO : Epoch 1737 | loss: 0.0311316 | val_loss: 0.0311629 | Time: 2530.98 ms [2022-04-12 01:14:34 main:574] : INFO : Epoch 1738 | loss: 0.0311314 | val_loss: 0.031157 | Time: 2640.34 ms [2022-04-12 01:14:37 main:574] : INFO : Epoch 1739 | loss: 0.0311338 | val_loss: 0.0311656 | Time: 2619.49 ms [2022-04-12 01:14:40 main:574] : INFO : Epoch 1740 | loss: 0.0311296 | val_loss: 0.0311573 | Time: 2509.72 ms [2022-04-12 01:14:43 main:574] : INFO : Epoch 1741 | loss: 0.0311293 | val_loss: 0.0311599 | Time: 2810.52 ms [2022-04-12 01:14:46 main:574] : INFO : Epoch 1742 | loss: 0.0311305 | val_loss: 0.0311566 | Time: 2484.46 ms [2022-04-12 01:14:49 main:574] : INFO : Epoch 1743 | loss: 0.0311272 | val_loss: 0.0311565 | Time: 2519.45 ms [2022-04-12 01:14:51 main:574] : INFO : Epoch 1744 | loss: 0.0311279 | val_loss: 0.0311589 | Time: 2681.83 ms [2022-04-12 01:14:54 main:574] : INFO : Epoch 1745 | loss: 0.0311286 | val_loss: 0.0311649 | Time: 2704.2 ms [2022-04-12 01:14:57 main:574] : INFO : Epoch 1746 | loss: 0.0311273 | val_loss: 0.0311597 | Time: 2676.73 ms [2022-04-12 01:15:00 main:574] : INFO : Epoch 1747 | loss: 0.0311294 | val_loss: 0.0311573 | Time: 2515.45 ms [2022-04-12 01:15:03 main:574] : INFO : Epoch 1748 | loss: 0.0311407 | val_loss: 0.0311715 | Time: 2566.19 ms [2022-04-12 01:15:06 main:574] : INFO : Epoch 1749 | loss: 0.0311418 | val_loss: 0.0311656 | Time: 2543.02 ms [2022-04-12 01:15:09 main:574] : INFO : Epoch 1750 | loss: 0.0311403 | val_loss: 0.0311631 | Time: 2522.25 ms [2022-04-12 01:15:12 main:574] : INFO : Epoch 1751 | loss: 0.0311469 | val_loss: 0.031161 | Time: 2758.46 ms [2022-04-12 01:15:14 main:574] : INFO : Epoch 1752 | loss: 0.0311477 | val_loss: 0.0311631 | Time: 2355.82 ms [2022-04-12 01:15:17 main:574] : INFO : Epoch 1753 | loss: 0.0311493 | val_loss: 0.0311644 | Time: 2464.73 ms [2022-04-12 01:15:20 main:574] : INFO : Epoch 1754 | loss: 0.0311426 | val_loss: 0.0311696 | Time: 2740.27 ms [2022-04-12 01:15:23 main:574] : INFO : Epoch 1755 | loss: 0.0311432 | val_loss: 0.0311745 | Time: 2778.1 ms [2022-04-12 01:15:26 main:574] : INFO : Epoch 1756 | loss: 0.0311486 | val_loss: 0.0311712 | Time: 2536.56 ms [2022-04-12 01:15:28 main:574] : INFO : Epoch 1757 | loss: 0.031139 | val_loss: 0.0311627 | Time: 2664.19 ms [2022-04-12 01:15:31 main:574] : INFO : Epoch 1758 | loss: 0.0311349 | val_loss: 0.0311632 | Time: 2669.55 ms [2022-04-12 01:15:34 main:574] : INFO : Epoch 1759 | loss: 0.0311334 | val_loss: 0.0311601 | Time: 2667.16 ms [2022-04-12 01:15:37 main:574] : INFO : Epoch 1760 | loss: 0.0311357 | val_loss: 0.0311631 | Time: 2646.04 ms [2022-04-12 01:15:40 main:574] : INFO : Epoch 1761 | loss: 0.0311362 | val_loss: 0.0311595 | Time: 2711.62 ms [2022-04-12 01:15:44 main:574] : INFO : Epoch 1762 | loss: 0.0311365 | val_loss: 0.0311609 | Time: 2881.11 ms [2022-04-12 01:15:47 main:574] : INFO : Epoch 1763 | loss: 0.0311317 | val_loss: 0.0311615 | Time: 3163.46 ms [2022-04-12 01:15:50 main:574] : INFO : Epoch 1764 | loss: 0.0311326 | val_loss: 0.0311674 | Time: 2743.85 ms [2022-04-12 01:15:53 main:574] : INFO : Epoch 1765 | loss: 0.0311362 | val_loss: 0.0311626 | Time: 2714.22 ms [2022-04-12 01:15:56 main:574] : INFO : Epoch 1766 | loss: 0.0311459 | val_loss: 0.0311597 | Time: 2619.68 ms [2022-04-12 01:15:59 main:574] : INFO : Epoch 1767 | loss: 0.0311443 | val_loss: 0.0311643 | Time: 2557.86 ms [2022-04-12 01:16:02 main:574] : INFO : Epoch 1768 | loss: 0.0311392 | val_loss: 0.031165 | Time: 2565.9 ms [2022-04-12 01:16:05 main:574] : INFO : Epoch 1769 | loss: 0.0311399 | val_loss: 0.0311666 | Time: 2580.1 ms [2022-04-12 01:16:08 main:574] : INFO : Epoch 1770 | loss: 0.0311408 | val_loss: 0.0311621 | Time: 2553.1 ms [2022-04-12 01:16:11 main:574] : INFO : Epoch 1771 | loss: 0.0311384 | val_loss: 0.0311661 | Time: 2691.35 ms [2022-04-12 01:16:13 main:574] : INFO : Epoch 1772 | loss: 0.031136 | val_loss: 0.0311604 | Time: 2610.41 ms [2022-04-12 01:16:16 main:574] : INFO : Epoch 1773 | loss: 0.0311358 | val_loss: 0.0311631 | Time: 2829.09 ms [2022-04-12 01:16:19 main:574] : INFO : Epoch 1774 | loss: 0.0311343 | val_loss: 0.0311612 | Time: 2656.08 ms [2022-04-12 01:16:22 main:574] : INFO : Epoch 1775 | loss: 0.0311323 | val_loss: 0.0311636 | Time: 2656.01 ms [2022-04-12 01:16:25 main:574] : INFO : Epoch 1776 | loss: 0.0311329 | val_loss: 0.0311653 | Time: 2481.45 ms [2022-04-12 01:16:28 main:574] : INFO : Epoch 1777 | loss: 0.0311349 | val_loss: 0.0311638 | Time: 2851.16 ms [2022-04-12 01:16:31 main:574] : INFO : Epoch 1778 | loss: 0.0311323 | val_loss: 0.0311631 | Time: 2644.59 ms [2022-04-12 01:16:34 main:574] : INFO : Epoch 1779 | loss: 0.0311333 | val_loss: 0.0311618 | Time: 2899.79 ms [2022-04-12 01:16:37 main:574] : INFO : Epoch 1780 | loss: 0.0311319 | val_loss: 0.0311661 | Time: 2789.76 ms [2022-04-12 01:16:40 main:574] : INFO : Epoch 1781 | loss: 0.0311303 | val_loss: 0.0311599 | Time: 2636.51 ms [2022-04-12 01:16:43 main:574] : INFO : Epoch 1782 | loss: 0.0311298 | val_loss: 0.0311607 | Time: 2687.19 ms [2022-04-12 01:16:46 main:574] : INFO : Epoch 1783 | loss: 0.0311291 | val_loss: 0.0311666 | Time: 2602.71 ms [2022-04-12 01:16:48 main:574] : INFO : Epoch 1784 | loss: 0.0311313 | val_loss: 0.0311572 | Time: 2592.79 ms [2022-04-12 01:16:51 main:574] : INFO : Epoch 1785 | loss: 0.0311304 | val_loss: 0.031177 | Time: 2809.9 ms [2022-04-12 01:16:55 main:574] : INFO : Epoch 1786 | loss: 0.0311355 | val_loss: 0.0311647 | Time: 2991.16 ms [2022-04-12 01:16:59 main:574] : INFO : Epoch 1787 | loss: 0.0311319 | val_loss: 0.0311657 | Time: 2840.65 ms [2022-04-12 01:17:01 main:574] : INFO : Epoch 1788 | loss: 0.0311323 | val_loss: 0.0311719 | Time: 2585.21 ms [2022-04-12 01:17:04 main:574] : INFO : Epoch 1789 | loss: 0.0311308 | val_loss: 0.0311622 | Time: 2640.89 ms [2022-04-12 01:17:07 main:574] : INFO : Epoch 1790 | loss: 0.0311297 | val_loss: 0.0311603 | Time: 2618.76 ms [2022-04-12 01:17:10 main:574] : INFO : Epoch 1791 | loss: 0.0311277 | val_loss: 0.0311591 | Time: 2359.1 ms [2022-04-12 01:17:12 main:574] : INFO : Epoch 1792 | loss: 0.0311281 | val_loss: 0.0311628 | Time: 2502.5 ms [2022-04-12 01:17:15 main:574] : INFO : Epoch 1793 | loss: 0.03113 | val_loss: 0.0311601 | Time: 2562 ms [2022-04-12 01:17:18 main:574] : INFO : Epoch 1794 | loss: 0.0311289 | val_loss: 0.0311707 | Time: 2637 ms [2022-04-12 01:17:21 main:574] : INFO : Epoch 1795 | loss: 0.0311301 | val_loss: 0.0311615 | Time: 2602.01 ms [2022-04-12 01:17:24 main:574] : INFO : Epoch 1796 | loss: 0.0311292 | val_loss: 0.0311641 | Time: 2466.54 ms [2022-04-12 01:17:27 main:574] : INFO : Epoch 1797 | loss: 0.0311294 | val_loss: 0.0311611 | Time: 2538.86 ms [2022-04-12 01:17:29 main:574] : INFO : Epoch 1798 | loss: 0.0311299 | val_loss: 0.0311652 | Time: 2421.97 ms [2022-04-12 01:17:42 main:574] : INFO : Epoch 1799 | loss: 0.0311297 | val_loss: 0.0311676 | Time: 12542 ms [2022-04-12 01:17:45 main:574] : INFO : Epoch 1800 | loss: 0.0311271 | val_loss: 0.0311651 | Time: 2467.93 ms [2022-04-12 01:17:47 main:574] : INFO : Epoch 1801 | loss: 0.0311285 | val_loss: 0.0311677 | Time: 2497.81 ms [2022-04-12 01:17:50 main:574] : INFO : Epoch 1802 | loss: 0.0311335 | val_loss: 0.0311678 | Time: 2563.3 ms [2022-04-12 01:17:53 main:574] : INFO : Epoch 1803 | loss: 0.0311351 | val_loss: 0.0311686 | Time: 2276.85 ms [2022-04-12 01:17:56 main:574] : INFO : Epoch 1804 | loss: 0.0311338 | val_loss: 0.0311631 | Time: 2771.48 ms [2022-04-12 01:17:58 main:574] : INFO : Epoch 1805 | loss: 0.0311321 | val_loss: 0.0311598 | Time: 2495.35 ms [2022-04-12 01:18:12 main:574] : INFO : Epoch 1806 | loss: 0.0311356 | val_loss: 0.0311599 | Time: 13141.8 ms [2022-04-12 01:18:15 main:574] : INFO : Epoch 1807 | loss: 0.0311336 | val_loss: 0.0311642 | Time: 2420.87 ms [2022-04-12 01:18:18 main:574] : INFO : Epoch 1808 | loss: 0.0311332 | val_loss: 0.0311643 | Time: 3046.07 ms [2022-04-12 01:18:31 main:574] : INFO : Epoch 1809 | loss: 0.0311337 | val_loss: 0.0311686 | Time: 12608.4 ms [2022-04-12 01:18:33 main:574] : INFO : Epoch 1810 | loss: 0.0311327 | val_loss: 0.0311632 | Time: 2381.65 ms [2022-04-12 01:18:36 main:574] : INFO : Epoch 1811 | loss: 0.0311308 | val_loss: 0.0311645 | Time: 2402.09 ms [2022-04-12 01:18:39 main:574] : INFO : Epoch 1812 | loss: 0.0311341 | val_loss: 0.0311594 | Time: 2603.67 ms [2022-04-12 01:18:41 main:574] : INFO : Epoch 1813 | loss: 0.0311382 | val_loss: 0.0311675 | Time: 2343 ms [2022-04-12 01:18:44 main:574] : INFO : Epoch 1814 | loss: 0.0311412 | val_loss: 0.0311635 | Time: 2405.17 ms [2022-04-12 01:18:47 main:574] : INFO : Epoch 1815 | loss: 0.0311374 | val_loss: 0.0311762 | Time: 2359.71 ms [2022-04-12 01:18:50 main:574] : INFO : Epoch 1816 | loss: 0.031139 | val_loss: 0.0311646 | Time: 2439.43 ms [2022-04-12 01:18:52 main:574] : INFO : Epoch 1817 | loss: 0.0311402 | val_loss: 0.0311743 | Time: 2363.7 ms [2022-04-12 01:18:55 main:574] : INFO : Epoch 1818 | loss: 0.0311334 | val_loss: 0.0311641 | Time: 2536.36 ms [2022-04-12 01:18:58 main:574] : INFO : Epoch 1819 | loss: 0.0311271 | val_loss: 0.0311654 | Time: 2455.92 ms [2022-04-12 01:19:00 main:574] : INFO : Epoch 1820 | loss: 0.0311307 | val_loss: 0.0311606 | Time: 2460.59 ms [2022-04-12 01:19:03 main:574] : INFO : Epoch 1821 | loss: 0.0311412 | val_loss: 0.0311678 | Time: 2549.72 ms [2022-04-12 01:19:06 main:574] : INFO : Epoch 1822 | loss: 0.0311371 | val_loss: 0.0311703 | Time: 2343.66 ms [2022-04-12 01:19:08 main:574] : INFO : Epoch 1823 | loss: 0.0311366 | val_loss: 0.0311588 | Time: 2361.37 ms [2022-04-12 01:19:22 main:574] : INFO : Epoch 1824 | loss: 0.031132 | val_loss: 0.0311612 | Time: 12945.3 ms [2022-04-12 01:19:24 main:574] : INFO : Epoch 1825 | loss: 0.0311321 | val_loss: 0.0311576 | Time: 2483.97 ms [2022-04-12 01:19:27 main:574] : INFO : Epoch 1826 | loss: 0.0311317 | val_loss: 0.0311611 | Time: 2424.45 ms [2022-04-12 01:19:30 main:574] : INFO : Epoch 1827 | loss: 0.0311357 | val_loss: 0.0311731 | Time: 2499.46 ms [2022-04-12 01:19:32 main:574] : INFO : Epoch 1828 | loss: 0.0311324 | val_loss: 0.0311668 | Time: 2709.44 ms [2022-04-12 01:19:35 main:574] : INFO : Epoch 1829 | loss: 0.0311327 | val_loss: 0.0311756 | Time: 2482.75 ms [2022-04-12 01:19:38 main:574] : INFO : Epoch 1830 | loss: 0.0311338 | val_loss: 0.0311643 | Time: 2709.97 ms [2022-04-12 01:19:41 main:574] : INFO : Epoch 1831 | loss: 0.0311362 | val_loss: 0.031159 | Time: 2537.99 ms [2022-04-12 01:19:44 main:574] : INFO : Epoch 1832 | loss: 0.0311336 | val_loss: 0.0311693 | Time: 2483.57 ms [2022-04-12 01:19:47 main:574] : INFO : Epoch 1833 | loss: 0.0311346 | val_loss: 0.031159 | Time: 2471.11 ms [2022-04-12 01:19:49 main:574] : INFO : Epoch 1834 | loss: 0.0311312 | val_loss: 0.0311676 | Time: 2552.88 ms [2022-04-12 01:19:52 main:574] : INFO : Epoch 1835 | loss: 0.0311298 | val_loss: 0.0311594 | Time: 2498.04 ms [2022-04-12 01:19:55 main:574] : INFO : Epoch 1836 | loss: 0.0311259 | val_loss: 0.0311634 | Time: 2689.01 ms [2022-04-12 01:19:58 main:574] : INFO : Epoch 1837 | loss: 0.0311251 | val_loss: 0.031163 | Time: 2546.49 ms [2022-04-12 01:20:00 main:574] : INFO : Epoch 1838 | loss: 0.0311255 | val_loss: 0.0311629 | Time: 2681.4 ms [2022-04-12 01:20:04 main:574] : INFO : Epoch 1839 | loss: 0.0311319 | val_loss: 0.0311687 | Time: 2572.26 ms [2022-04-12 01:20:06 main:574] : INFO : Epoch 1840 | loss: 0.0311311 | val_loss: 0.0311636 | Time: 2638.1 ms [2022-04-12 01:20:09 main:574] : INFO : Epoch 1841 | loss: 0.0311346 | val_loss: 0.0311872 | Time: 2417.38 ms [2022-04-12 01:20:13 main:574] : INFO : Epoch 1842 | loss: 0.0311311 | val_loss: 0.0311639 | Time: 2553.75 ms [2022-04-12 01:20:16 main:574] : INFO : Epoch 1843 | loss: 0.0311318 | val_loss: 0.0311689 | Time: 2558.3 ms [2022-04-12 01:20:19 main:574] : INFO : Epoch 1844 | loss: 0.0311298 | val_loss: 0.0311644 | Time: 2734.76 ms [2022-04-12 01:20:32 main:574] : INFO : Epoch 1845 | loss: 0.0311313 | val_loss: 0.0311635 | Time: 12707.4 ms [2022-04-12 01:20:34 main:574] : INFO : Epoch 1846 | loss: 0.0311282 | val_loss: 0.0311634 | Time: 2426.99 ms [2022-04-12 01:20:37 main:574] : INFO : Epoch 1847 | loss: 0.0311301 | val_loss: 0.031171 | Time: 2306.91 ms [2022-04-12 01:20:40 main:574] : INFO : Epoch 1848 | loss: 0.0311319 | val_loss: 0.0311728 | Time: 2648.18 ms [2022-04-12 01:20:43 main:574] : INFO : Epoch 1849 | loss: 0.0311286 | val_loss: 0.031168 | Time: 2348.54 ms [2022-04-12 01:20:46 main:574] : INFO : Epoch 1850 | loss: 0.0311275 | val_loss: 0.0311647 | Time: 2598.09 ms [2022-04-12 01:20:48 main:574] : INFO : Epoch 1851 | loss: 0.0311282 | val_loss: 0.0311647 | Time: 2544.88 ms [2022-04-12 01:20:51 main:574] : INFO : Epoch 1852 | loss: 0.0311283 | val_loss: 0.0311724 | Time: 2536.41 ms [2022-04-12 01:20:54 main:574] : INFO : Epoch 1853 | loss: 0.0311313 | val_loss: 0.0311667 | Time: 2524.85 ms [2022-04-12 01:20:57 main:574] : INFO : Epoch 1854 | loss: 0.0311319 | val_loss: 0.0311683 | Time: 2487.34 ms [2022-04-12 01:21:00 main:574] : INFO : Epoch 1855 | loss: 0.0311304 | val_loss: 0.0311737 | Time: 2428.61 ms [2022-04-12 01:21:02 main:574] : INFO : Epoch 1856 | loss: 0.0311357 | val_loss: 0.0311734 | Time: 2458.79 ms [2022-04-12 01:21:05 main:574] : INFO : Epoch 1857 | loss: 0.0311382 | val_loss: 0.0311725 | Time: 2539.72 ms [2022-04-12 01:21:08 main:574] : INFO : Epoch 1858 | loss: 0.0311323 | val_loss: 0.0311661 | Time: 2473.34 ms [2022-04-12 01:21:11 main:574] : INFO : Epoch 1859 | loss: 0.0311293 | val_loss: 0.0311664 | Time: 2416.4 ms [2022-04-12 01:21:14 main:574] : INFO : Epoch 1860 | loss: 0.031127 | val_loss: 0.0311631 | Time: 2491.26 ms [2022-04-12 01:21:17 main:574] : INFO : Epoch 1861 | loss: 0.0311276 | val_loss: 0.0311648 | Time: 2634.48 ms [2022-04-12 01:21:20 main:574] : INFO : Epoch 1862 | loss: 0.0311313 | val_loss: 0.031162 | Time: 2467.67 ms [2022-04-12 01:21:23 main:574] : INFO : Epoch 1863 | loss: 0.0311286 | val_loss: 0.0311653 | Time: 2582.63 ms [2022-04-12 01:21:25 main:574] : INFO : Epoch 1864 | loss: 0.0311292 | val_loss: 0.0311658 | Time: 2402.16 ms [2022-04-12 01:21:28 main:574] : INFO : Epoch 1865 | loss: 0.0311353 | val_loss: 0.0311838 | Time: 2347.41 ms [2022-04-12 01:21:30 main:574] : INFO : Epoch 1866 | loss: 0.0311375 | val_loss: 0.0311627 | Time: 2422.24 ms [2022-04-12 01:21:33 main:574] : INFO : Epoch 1867 | loss: 0.0311303 | val_loss: 0.0311634 | Time: 2477.06 ms [2022-04-12 01:21:36 main:574] : INFO : Epoch 1868 | loss: 0.0311299 | val_loss: 0.0311692 | Time: 2503.82 ms [2022-04-12 01:21:38 main:574] : INFO : Epoch 1869 | loss: 0.031132 | val_loss: 0.0311787 | Time: 2523.88 ms [2022-04-12 01:21:42 main:574] : INFO : Epoch 1870 | loss: 0.0311325 | val_loss: 0.0311739 | Time: 2510.03 ms [2022-04-12 01:21:45 main:574] : INFO : Epoch 1871 | loss: 0.031134 | val_loss: 0.0311676 | Time: 2650.07 ms [2022-04-12 01:21:48 main:574] : INFO : Epoch 1872 | loss: 0.0311368 | val_loss: 0.0311762 | Time: 2661.09 ms [2022-04-12 01:21:51 main:574] : INFO : Epoch 1873 | loss: 0.0311322 | val_loss: 0.0311687 | Time: 2760.32 ms [2022-04-12 01:21:54 main:574] : INFO : Epoch 1874 | loss: 0.0311303 | val_loss: 0.0311605 | Time: 2785.51 ms [2022-04-12 01:21:57 main:574] : INFO : Epoch 1875 | loss: 0.031132 | val_loss: 0.0311605 | Time: 2484.69 ms [2022-04-12 01:22:00 main:574] : INFO : Epoch 1876 | loss: 0.0311296 | val_loss: 0.0311568 | Time: 2564.37 ms [2022-04-12 01:22:03 main:574] : INFO : Epoch 1877 | loss: 0.0311296 | val_loss: 0.0311641 | Time: 2605.34 ms [2022-04-12 01:22:06 main:574] : INFO : Epoch 1878 | loss: 0.0311315 | val_loss: 0.0311599 | Time: 2728.98 ms [2022-04-12 01:22:09 main:574] : INFO : Epoch 1879 | loss: 0.0311296 | val_loss: 0.0311589 | Time: 2642.61 ms [2022-04-12 01:22:12 main:574] : INFO : Epoch 1880 | loss: 0.0311278 | val_loss: 0.0311653 | Time: 2687.86 ms [2022-04-12 01:22:15 main:574] : INFO : Epoch 1881 | loss: 0.0311299 | val_loss: 0.0311674 | Time: 2635.17 ms [2022-04-12 01:22:18 main:574] : INFO : Epoch 1882 | loss: 0.0311361 | val_loss: 0.0311731 | Time: 2662.39 ms [2022-04-12 01:22:20 main:574] : INFO : Epoch 1883 | loss: 0.0311334 | val_loss: 0.0311626 | Time: 2540.68 ms [2022-04-12 01:22:23 main:574] : INFO : Epoch 1884 | loss: 0.031135 | val_loss: 0.0311584 | Time: 2724.76 ms [2022-04-12 01:22:26 main:574] : INFO : Epoch 1885 | loss: 0.0311307 | val_loss: 0.0311607 | Time: 2477.48 ms [2022-04-12 01:22:29 main:574] : INFO : Epoch 1886 | loss: 0.0311289 | val_loss: 0.0311715 | Time: 2468.41 ms [2022-04-12 01:22:31 main:574] : INFO : Epoch 1887 | loss: 0.0311301 | val_loss: 0.031161 | Time: 2471.3 ms [2022-04-12 01:22:34 main:574] : INFO : Epoch 1888 | loss: 0.0311303 | val_loss: 0.0311662 | Time: 2466.99 ms [2022-04-12 01:22:37 main:574] : INFO : Epoch 1889 | loss: 0.0311316 | val_loss: 0.0311678 | Time: 2552.31 ms [2022-04-12 01:22:39 main:574] : INFO : Epoch 1890 | loss: 0.0311297 | val_loss: 0.0311617 | Time: 2574.31 ms [2022-04-12 01:22:53 main:574] : INFO : Epoch 1891 | loss: 0.0311294 | val_loss: 0.031165 | Time: 12823.1 ms [2022-04-12 01:22:56 main:574] : INFO : Epoch 1892 | loss: 0.0311293 | val_loss: 0.0311709 | Time: 2659.34 ms [2022-04-12 01:22:59 main:574] : INFO : Epoch 1893 | loss: 0.0311307 | val_loss: 0.0311633 | Time: 2690.68 ms [2022-04-12 01:23:02 main:574] : INFO : Epoch 1894 | loss: 0.0311309 | val_loss: 0.0311649 | Time: 2715.14 ms [2022-04-12 01:23:05 main:574] : INFO : Epoch 1895 | loss: 0.0311259 | val_loss: 0.0311695 | Time: 2441.94 ms [2022-04-12 01:23:07 main:574] : INFO : Epoch 1896 | loss: 0.0311267 | val_loss: 0.0311674 | Time: 2678.89 ms [2022-04-12 01:23:10 main:574] : INFO : Epoch 1897 | loss: 0.0311252 | val_loss: 0.0311638 | Time: 2334.57 ms [2022-04-12 01:23:13 main:574] : INFO : Epoch 1898 | loss: 0.0311262 | val_loss: 0.0311653 | Time: 2527.61 ms [2022-04-12 01:23:16 main:574] : INFO : Epoch 1899 | loss: 0.0311244 | val_loss: 0.0311553 | Time: 2737.34 ms [2022-04-12 01:23:18 main:574] : INFO : Epoch 1900 | loss: 0.0311254 | val_loss: 0.0311671 | Time: 2497.26 ms [2022-04-12 01:23:21 main:574] : INFO : Epoch 1901 | loss: 0.0311287 | val_loss: 0.0311624 | Time: 2335.53 ms [2022-04-12 01:23:24 main:574] : INFO : Epoch 1902 | loss: 0.0311288 | val_loss: 0.0311666 | Time: 2502.96 ms [2022-04-12 01:23:26 main:574] : INFO : Epoch 1903 | loss: 0.0311288 | val_loss: 0.0311619 | Time: 2433.73 ms [2022-04-12 01:23:30 main:574] : INFO : Epoch 1904 | loss: 0.0311274 | val_loss: 0.0311641 | Time: 2673.44 ms [2022-04-12 01:23:33 main:574] : INFO : Epoch 1905 | loss: 0.0311289 | val_loss: 0.0311596 | Time: 2552.19 ms [2022-04-12 01:23:36 main:574] : INFO : Epoch 1906 | loss: 0.031128 | val_loss: 0.0311551 | Time: 2592.5 ms [2022-04-12 01:23:39 main:574] : INFO : Epoch 1907 | loss: 0.031126 | val_loss: 0.0311591 | Time: 2790.82 ms [2022-04-12 01:23:42 main:574] : INFO : Epoch 1908 | loss: 0.0311243 | val_loss: 0.0311631 | Time: 2693.77 ms [2022-04-12 01:23:45 main:574] : INFO : Epoch 1909 | loss: 0.0311259 | val_loss: 0.0311627 | Time: 2521.33 ms [2022-04-12 01:23:47 main:574] : INFO : Epoch 1910 | loss: 0.0311228 | val_loss: 0.0311617 | Time: 2396.21 ms [2022-04-12 01:23:50 main:574] : INFO : Epoch 1911 | loss: 0.0311239 | val_loss: 0.0311656 | Time: 2435.03 ms [2022-04-12 01:23:53 main:574] : INFO : Epoch 1912 | loss: 0.031124 | val_loss: 0.0311568 | Time: 2580.27 ms [2022-04-12 01:23:55 main:574] : INFO : Epoch 1913 | loss: 0.031127 | val_loss: 0.031158 | Time: 2547.9 ms [2022-04-12 01:23:58 main:574] : INFO : Epoch 1914 | loss: 0.0311279 | val_loss: 0.0311562 | Time: 2384.13 ms [2022-04-12 01:24:00 main:574] : INFO : Epoch 1915 | loss: 0.0311313 | val_loss: 0.0311561 | Time: 2450.68 ms [2022-04-12 01:24:03 main:574] : INFO : Epoch 1916 | loss: 0.0311333 | val_loss: 0.0311674 | Time: 2642.96 ms [2022-04-12 01:24:06 main:574] : INFO : Epoch 1917 | loss: 0.0311376 | val_loss: 0.0311589 | Time: 2422.55 ms [2022-04-12 01:24:08 main:574] : INFO : Epoch 1918 | loss: 0.0311305 | val_loss: 0.0311589 | Time: 2391.67 ms [2022-04-12 01:24:11 main:574] : INFO : Epoch 1919 | loss: 0.0311284 | val_loss: 0.031162 | Time: 2600.58 ms [2022-04-12 01:24:14 main:574] : INFO : Epoch 1920 | loss: 0.0311274 | val_loss: 0.0311547 | Time: 2461.81 ms [2022-04-12 01:24:16 main:574] : INFO : Epoch 1921 | loss: 0.0311261 | val_loss: 0.0311618 | Time: 2280.8 ms [2022-04-12 01:24:19 main:574] : INFO : Epoch 1922 | loss: 0.0311249 | val_loss: 0.0311573 | Time: 2357.82 ms [2022-04-12 01:24:22 main:574] : INFO : Epoch 1923 | loss: 0.0311245 | val_loss: 0.0311641 | Time: 2398.83 ms [2022-04-12 01:24:24 main:574] : INFO : Epoch 1924 | loss: 0.0311245 | val_loss: 0.0311588 | Time: 2532.02 ms [2022-04-12 01:24:28 main:574] : INFO : Epoch 1925 | loss: 0.0311222 | val_loss: 0.0311547 | Time: 2411.14 ms [2022-04-12 01:24:31 main:574] : INFO : Epoch 1926 | loss: 0.0311243 | val_loss: 0.0311625 | Time: 2450.54 ms [2022-04-12 01:24:33 main:574] : INFO : Epoch 1927 | loss: 0.0311274 | val_loss: 0.0311605 | Time: 2409.27 ms [2022-04-12 01:24:36 main:574] : INFO : Epoch 1928 | loss: 0.0311263 | val_loss: 0.0311546 | Time: 2489.89 ms [2022-04-12 01:24:39 main:574] : INFO : Epoch 1929 | loss: 0.0311257 | val_loss: 0.0311637 | Time: 2630.08 ms [2022-04-12 01:24:42 main:574] : INFO : Epoch 1930 | loss: 0.0311268 | val_loss: 0.0311581 | Time: 2499.79 ms [2022-04-12 01:24:44 main:574] : INFO : Epoch 1931 | loss: 0.0311246 | val_loss: 0.0311592 | Time: 2451.53 ms [2022-04-12 01:24:47 main:574] : INFO : Epoch 1932 | loss: 0.0311251 | val_loss: 0.0311587 | Time: 2638.72 ms [2022-04-12 01:24:50 main:574] : INFO : Epoch 1933 | loss: 0.0311316 | val_loss: 0.0311639 | Time: 2346.2 ms [2022-04-12 01:24:52 main:574] : INFO : Epoch 1934 | loss: 0.0311351 | val_loss: 0.0311593 | Time: 2572.65 ms [2022-04-12 01:24:55 main:574] : INFO : Epoch 1935 | loss: 0.0311411 | val_loss: 0.0311694 | Time: 2533.5 ms [2022-04-12 01:24:58 main:574] : INFO : Epoch 1936 | loss: 0.0311361 | val_loss: 0.0311643 | Time: 2528.88 ms [2022-04-12 01:25:00 main:574] : INFO : Epoch 1937 | loss: 0.0311351 | val_loss: 0.0311722 | Time: 2331.2 ms [2022-04-12 01:25:03 main:574] : INFO : Epoch 1938 | loss: 0.031139 | val_loss: 0.031166 | Time: 2347.55 ms [2022-04-12 01:25:05 main:574] : INFO : Epoch 1939 | loss: 0.0311331 | val_loss: 0.0311766 | Time: 2495.41 ms [2022-04-12 01:25:08 main:574] : INFO : Epoch 1940 | loss: 0.031132 | val_loss: 0.0311626 | Time: 2448.1 ms [2022-04-12 01:25:11 main:574] : INFO : Epoch 1941 | loss: 0.0311328 | val_loss: 0.0311647 | Time: 2432.66 ms [2022-04-12 01:25:13 main:574] : INFO : Epoch 1942 | loss: 0.0311298 | val_loss: 0.031158 | Time: 2391.5 ms [2022-04-12 01:25:26 main:574] : INFO : Epoch 1943 | loss: 0.0311325 | val_loss: 0.0311638 | Time: 12703.4 ms [2022-04-12 01:25:29 main:574] : INFO : Epoch 1944 | loss: 0.0311369 | val_loss: 0.0311733 | Time: 2454.51 ms [2022-04-12 01:25:32 main:574] : INFO : Epoch 1945 | loss: 0.0311339 | val_loss: 0.0311631 | Time: 2504.04 ms [2022-04-12 01:25:34 main:574] : INFO : Epoch 1946 | loss: 0.0311282 | val_loss: 0.0311579 | Time: 2413.93 ms [2022-04-12 01:25:37 main:574] : INFO : Epoch 1947 | loss: 0.0311338 | val_loss: 0.031166 | Time: 2384.31 ms [2022-04-12 01:25:40 main:574] : INFO : Epoch 1948 | loss: 0.0311302 | val_loss: 0.031163 | Time: 2468.87 ms [2022-04-12 01:25:42 main:574] : INFO : Epoch 1949 | loss: 0.0311283 | val_loss: 0.0311594 | Time: 2519.33 ms [2022-04-12 01:25:45 main:574] : INFO : Epoch 1950 | loss: 0.031125 | val_loss: 0.0311606 | Time: 2518.45 ms [2022-04-12 01:25:48 main:574] : INFO : Epoch 1951 | loss: 0.0311274 | val_loss: 0.0311649 | Time: 2400.05 ms [2022-04-12 01:25:50 main:574] : INFO : Epoch 1952 | loss: 0.0311281 | val_loss: 0.0311653 | Time: 2356.75 ms [2022-04-12 01:25:53 main:574] : INFO : Epoch 1953 | loss: 0.0311305 | val_loss: 0.0311691 | Time: 2369.35 ms [2022-04-12 01:25:56 main:574] : INFO : Epoch 1954 | loss: 0.0311311 | val_loss: 0.0311582 | Time: 2432.41 ms [2022-04-12 01:25:58 main:574] : INFO : Epoch 1955 | loss: 0.0311432 | val_loss: 0.031159 | Time: 2266.19 ms [2022-04-12 01:26:01 main:574] : INFO : Epoch 1956 | loss: 0.0311434 | val_loss: 0.0311539 | Time: 2364.34 ms [2022-04-12 01:26:03 main:574] : INFO : Epoch 1957 | loss: 0.0311378 | val_loss: 0.0311596 | Time: 2299.88 ms [2022-04-12 01:26:06 main:574] : INFO : Epoch 1958 | loss: 0.0311394 | val_loss: 0.0311601 | Time: 2442.37 ms [2022-04-12 01:26:08 main:574] : INFO : Epoch 1959 | loss: 0.0311371 | val_loss: 0.0311652 | Time: 2250.37 ms [2022-04-12 01:26:10 main:574] : INFO : Epoch 1960 | loss: 0.0311387 | val_loss: 0.0311646 | Time: 1884.38 ms [2022-04-12 01:26:12 main:574] : INFO : Epoch 1961 | loss: 0.0311387 | val_loss: 0.0311606 | Time: 1957.94 ms [2022-04-12 01:26:14 main:574] : INFO : Epoch 1962 | loss: 0.0311371 | val_loss: 0.0311578 | Time: 2043.64 ms [2022-04-12 01:26:16 main:574] : INFO : Epoch 1963 | loss: 0.0311371 | val_loss: 0.0311603 | Time: 2027.29 ms [2022-04-12 01:26:19 main:574] : INFO : Epoch 1964 | loss: 0.0311356 | val_loss: 0.0311666 | Time: 2030.18 ms [2022-04-12 01:26:21 main:574] : INFO : Epoch 1965 | loss: 0.0311361 | val_loss: 0.0311589 | Time: 1986.69 ms [2022-04-12 01:26:24 main:574] : INFO : Epoch 1966 | loss: 0.0311315 | val_loss: 0.0311585 | Time: 1970.14 ms [2022-04-12 01:26:26 main:574] : INFO : Epoch 1967 | loss: 0.0311315 | val_loss: 0.0311585 | Time: 2016.95 ms [2022-04-12 01:26:28 main:574] : INFO : Epoch 1968 | loss: 0.0311337 | val_loss: 0.0311589 | Time: 1965.44 ms [2022-04-12 01:26:30 main:574] : INFO : Epoch 1969 | loss: 0.0311344 | val_loss: 0.0311605 | Time: 1959.16 ms [2022-04-12 01:26:32 main:574] : INFO : Epoch 1970 | loss: 0.0311312 | val_loss: 0.0311731 | Time: 1971.48 ms [2022-04-12 01:26:34 main:574] : INFO : Epoch 1971 | loss: 0.0311328 | val_loss: 0.0311612 | Time: 1969.02 ms [2022-04-12 01:26:36 main:574] : INFO : Epoch 1972 | loss: 0.031131 | val_loss: 0.0311596 | Time: 1989.54 ms [2022-04-12 01:26:38 main:574] : INFO : Epoch 1973 | loss: 0.0311314 | val_loss: 0.0311734 | Time: 1968.92 ms [2022-04-12 01:26:41 main:574] : INFO : Epoch 1974 | loss: 0.0311376 | val_loss: 0.0311677 | Time: 1983.09 ms [2022-04-12 01:26:43 main:574] : INFO : Epoch 1975 | loss: 0.0311399 | val_loss: 0.0311659 | Time: 2017.56 ms [2022-04-12 01:26:56 main:574] : INFO : Epoch 1976 | loss: 0.031132 | val_loss: 0.0311613 | Time: 12232.4 ms [2022-04-12 01:26:59 main:574] : INFO : Epoch 1977 | loss: 0.0311263 | val_loss: 0.031159 | Time: 2036.22 ms [2022-04-12 01:27:01 main:574] : INFO : Epoch 1978 | loss: 0.0311272 | val_loss: 0.0311659 | Time: 2020.63 ms [2022-04-12 01:27:03 main:574] : INFO : Epoch 1979 | loss: 0.031126 | val_loss: 0.0311599 | Time: 1992.81 ms [2022-04-12 01:27:05 main:574] : INFO : Epoch 1980 | loss: 0.0311255 | val_loss: 0.0311602 | Time: 1944.03 ms [2022-04-12 01:27:07 main:574] : INFO : Epoch 1981 | loss: 0.0311262 | val_loss: 0.0311584 | Time: 2011.45 ms [2022-04-12 01:27:09 main:574] : INFO : Epoch 1982 | loss: 0.0311252 | val_loss: 0.0311621 | Time: 2061.38 ms [2022-04-12 01:27:13 main:574] : INFO : Epoch 1983 | loss: 0.0311267 | val_loss: 0.0311599 | Time: 2082.93 ms [2022-04-12 01:27:15 main:574] : INFO : Epoch 1984 | loss: 0.0311241 | val_loss: 0.031163 | Time: 1970.42 ms [2022-04-12 01:27:17 main:574] : INFO : Epoch 1985 | loss: 0.031126 | val_loss: 0.0311638 | Time: 1921.3 ms [2022-04-12 01:27:19 main:574] : INFO : Epoch 1986 | loss: 0.031128 | val_loss: 0.0311655 | Time: 1970.58 ms [2022-04-12 01:27:21 main:574] : INFO : Epoch 1987 | loss: 0.031124 | val_loss: 0.0311598 | Time: 1935.59 ms [2022-04-12 01:27:23 main:574] : INFO : Epoch 1988 | loss: 0.0311233 | val_loss: 0.0311613 | Time: 2018.67 ms [2022-04-12 01:27:35 main:574] : INFO : Epoch 1989 | loss: 0.0311239 | val_loss: 0.0311664 | Time: 12226.5 ms [2022-04-12 01:27:39 main:574] : INFO : Epoch 1990 | loss: 0.0311281 | val_loss: 0.0311597 | Time: 2043.07 ms [2022-04-12 01:27:41 main:574] : INFO : Epoch 1991 | loss: 0.0311246 | val_loss: 0.0311591 | Time: 2004.85 ms [2022-04-12 01:27:43 main:574] : INFO : Epoch 1992 | loss: 0.0311247 | val_loss: 0.0311563 | Time: 2067.96 ms [2022-04-12 01:27:45 main:574] : INFO : Epoch 1993 | loss: 0.0311252 | val_loss: 0.0311552 | Time: 2043.91 ms [2022-04-12 01:27:57 main:574] : INFO : Epoch 1994 | loss: 0.0311254 | val_loss: 0.0311572 | Time: 12340.8 ms [2022-04-12 01:28:01 main:574] : INFO : Epoch 1995 | loss: 0.0311267 | val_loss: 0.0311586 | Time: 1985.36 ms [2022-04-12 01:28:04 main:574] : INFO : Epoch 1996 | loss: 0.031127 | val_loss: 0.0311579 | Time: 2034.24 ms [2022-04-12 01:28:06 main:574] : INFO : Epoch 1997 | loss: 0.0311283 | val_loss: 0.0311606 | Time: 2023.25 ms [2022-04-12 01:28:09 main:574] : INFO : Epoch 1998 | loss: 0.0311284 | val_loss: 0.0311549 | Time: 1951.28 ms [2022-04-12 01:28:11 main:574] : INFO : Epoch 1999 | loss: 0.0311265 | val_loss: 0.0311615 | Time: 1933.72 ms [2022-04-12 01:28:13 main:574] : INFO : Epoch 2000 | loss: 0.0311263 | val_loss: 0.0311607 | Time: 2026.48 ms [2022-04-12 01:28:15 main:574] : INFO : Epoch 2001 | loss: 0.031127 | val_loss: 0.0311634 | Time: 1985.34 ms [2022-04-12 01:28:18 main:574] : INFO : Epoch 2002 | loss: 0.0311279 | val_loss: 0.0311664 | Time: 2561.35 ms [2022-04-12 01:28:21 main:574] : INFO : Epoch 2003 | loss: 0.0311288 | val_loss: 0.0311691 | Time: 2639.81 ms [2022-04-12 01:28:24 main:574] : INFO : Epoch 2004 | loss: 0.0311281 | val_loss: 0.0311615 | Time: 2606.8 ms [2022-04-12 01:28:26 main:574] : INFO : Epoch 2005 | loss: 0.0311239 | val_loss: 0.0311587 | Time: 2557.46 ms [2022-04-12 01:28:29 main:574] : INFO : Epoch 2006 | loss: 0.0311257 | val_loss: 0.0311588 | Time: 2619.95 ms [2022-04-12 01:28:32 main:574] : INFO : Epoch 2007 | loss: 0.0311239 | val_loss: 0.031162 | Time: 2675.34 ms [2022-04-12 01:28:35 main:574] : INFO : Epoch 2008 | loss: 0.0311253 | val_loss: 0.0311666 | Time: 2780.26 ms [2022-04-12 01:28:38 main:574] : INFO : Epoch 2009 | loss: 0.0311322 | val_loss: 0.0311698 | Time: 2440.2 ms [2022-04-12 01:28:42 main:574] : INFO : Epoch 2010 | loss: 0.0311348 | val_loss: 0.0311737 | Time: 2684.94 ms [2022-04-12 01:28:44 main:574] : INFO : Epoch 2011 | loss: 0.0311319 | val_loss: 0.031173 | Time: 2693.68 ms [2022-04-12 01:28:47 main:574] : INFO : Epoch 2012 | loss: 0.0311293 | val_loss: 0.0311608 | Time: 2539.5 ms [2022-04-12 01:28:50 main:574] : INFO : Epoch 2013 | loss: 0.0311255 | val_loss: 0.0311659 | Time: 2742.12 ms [2022-04-12 01:28:53 main:574] : INFO : Epoch 2014 | loss: 0.031123 | val_loss: 0.0311672 | Time: 2817.44 ms [2022-04-12 01:29:06 main:574] : INFO : Epoch 2015 | loss: 0.0311258 | val_loss: 0.031167 | Time: 12554.9 ms [2022-04-12 01:29:09 main:574] : INFO : Epoch 2016 | loss: 0.0311282 | val_loss: 0.0311655 | Time: 2407.46 ms [2022-04-12 01:29:13 main:574] : INFO : Epoch 2017 | loss: 0.0311258 | val_loss: 0.0311704 | Time: 2675.94 ms [2022-04-12 01:29:16 main:574] : INFO : Epoch 2018 | loss: 0.0311242 | val_loss: 0.0311623 | Time: 2433.57 ms [2022-04-12 01:29:18 main:574] : INFO : Epoch 2019 | loss: 0.0311238 | val_loss: 0.0311653 | Time: 2440.76 ms [2022-04-12 01:29:21 main:574] : INFO : Epoch 2020 | loss: 0.0311239 | val_loss: 0.0311689 | Time: 2569.28 ms [2022-04-12 01:29:24 main:574] : INFO : Epoch 2021 | loss: 0.0311227 | val_loss: 0.0311663 | Time: 2403.97 ms [2022-04-12 01:29:26 main:574] : INFO : Epoch 2022 | loss: 0.0311233 | val_loss: 0.0311708 | Time: 2555.46 ms [2022-04-12 01:29:29 main:574] : INFO : Epoch 2023 | loss: 0.0311255 | val_loss: 0.0311683 | Time: 2476.19 ms [2022-04-12 01:29:32 main:574] : INFO : Epoch 2024 | loss: 0.0311269 | val_loss: 0.0311702 | Time: 2553.44 ms [2022-04-12 01:29:34 main:574] : INFO : Epoch 2025 | loss: 0.0311243 | val_loss: 0.0311682 | Time: 2609.68 ms [2022-04-12 01:29:48 main:574] : INFO : Epoch 2026 | loss: 0.0311268 | val_loss: 0.0311684 | Time: 12904.1 ms [2022-04-12 01:29:52 main:574] : INFO : Epoch 2027 | loss: 0.0311226 | val_loss: 0.0311668 | Time: 2606.14 ms [2022-04-12 01:29:55 main:574] : INFO : Epoch 2028 | loss: 0.0311253 | val_loss: 0.0311725 | Time: 2528.22 ms [2022-04-12 01:29:58 main:574] : INFO : Epoch 2029 | loss: 0.031123 | val_loss: 0.0311669 | Time: 2356.23 ms [2022-04-12 01:30:00 main:574] : INFO : Epoch 2030 | loss: 0.0311202 | val_loss: 0.0311685 | Time: 2537.38 ms [2022-04-12 01:30:03 main:574] : INFO : Epoch 2031 | loss: 0.0311205 | val_loss: 0.0311622 | Time: 2469.46 ms [2022-04-12 01:30:06 main:574] : INFO : Epoch 2032 | loss: 0.0311189 | val_loss: 0.0311623 | Time: 2516.54 ms [2022-04-12 01:30:09 main:574] : INFO : Epoch 2033 | loss: 0.0311216 | val_loss: 0.0311695 | Time: 2343.63 ms [2022-04-12 01:30:12 main:574] : INFO : Epoch 2034 | loss: 0.0311213 | val_loss: 0.031167 | Time: 2506.71 ms [2022-04-12 01:30:14 main:574] : INFO : Epoch 2035 | loss: 0.0311231 | val_loss: 0.0311642 | Time: 2570.52 ms [2022-04-12 01:30:17 main:574] : INFO : Epoch 2036 | loss: 0.0311277 | val_loss: 0.0311635 | Time: 2695.56 ms [2022-04-12 01:30:20 main:574] : INFO : Epoch 2037 | loss: 0.031125 | val_loss: 0.0311663 | Time: 2708.38 ms [2022-04-12 01:30:24 main:574] : INFO : Epoch 2038 | loss: 0.0311264 | val_loss: 0.0311703 | Time: 2937.39 ms [2022-04-12 01:30:27 main:574] : INFO : Epoch 2039 | loss: 0.0311251 | val_loss: 0.0311614 | Time: 2505.66 ms [2022-04-12 01:30:29 main:574] : INFO : Epoch 2040 | loss: 0.0311341 | val_loss: 0.0311642 | Time: 2588.71 ms [2022-04-12 01:30:32 main:574] : INFO : Epoch 2041 | loss: 0.0311343 | val_loss: 0.0311618 | Time: 2587.19 ms [2022-04-12 01:30:35 main:574] : INFO : Epoch 2042 | loss: 0.0311312 | val_loss: 0.0311632 | Time: 2736.47 ms [2022-04-12 01:30:38 main:574] : INFO : Epoch 2043 | loss: 0.0311306 | val_loss: 0.0311601 | Time: 2633.86 ms [2022-04-12 01:30:41 main:574] : INFO : Epoch 2044 | loss: 0.0311274 | val_loss: 0.0311619 | Time: 2607.75 ms [2022-04-12 01:30:44 main:574] : INFO : Epoch 2045 | loss: 0.0311257 | val_loss: 0.0311573 | Time: 2791.76 ms [2022-04-12 01:30:47 main:574] : INFO : Epoch 2046 | loss: 0.0311288 | val_loss: 0.0311716 | Time: 2808.99 ms [2022-04-12 01:30:50 main:574] : INFO : Epoch 2047 | loss: 0.0311327 | val_loss: 0.0311739 | Time: 2628.14 ms [2022-04-12 01:30:53 main:574] : INFO : Epoch 2048 | loss: 0.0311337 | val_loss: 0.0311626 | Time: 3112.45 ms [2022-04-12 01:30:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311626 [2022-04-12 01:30:54 main:603] : INFO : Saving end state to config to file [2022-04-12 01:30:54 main:608] : INFO : Success, exiting.. 01:30:54 (26948): 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)