Task 14533114
| Name | ParityModified-1647041533-12298-3-0_0 |
| Workunit | 11572003 |
| Created | 7 Apr 2022, 2:56:59 UTC |
| Sent | 10 Apr 2022, 4:38:05 UTC |
| Report deadline | 18 Apr 2022, 4:38:05 UTC |
| Received | 10 Apr 2022, 7:33:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 1 hours 18 min 17 sec |
| CPU time | 1 hours 4 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311406 | val_loss: 0.0311442 | Time: 2246.16 ms [2022-04-10 00:13:13 main:574] : INFO : Epoch 1543 | loss: 0.0311385 | val_loss: 0.0311429 | Time: 2280.23 ms [2022-04-10 00:13:16 main:574] : INFO : Epoch 1544 | loss: 0.0311443 | val_loss: 0.0311576 | Time: 2265.54 ms [2022-04-10 00:13:18 main:574] : INFO : Epoch 1545 | loss: 0.0311598 | val_loss: 0.0311595 | Time: 2323.63 ms [2022-04-10 00:13:20 main:574] : INFO : Epoch 1546 | loss: 0.0311477 | val_loss: 0.0311466 | Time: 2244.05 ms [2022-04-10 00:13:22 main:574] : INFO : Epoch 1547 | loss: 0.0311399 | val_loss: 0.0311471 | Time: 2242.61 ms [2022-04-10 00:13:25 main:574] : INFO : Epoch 1548 | loss: 0.0311396 | val_loss: 0.0311445 | Time: 2232.16 ms [2022-04-10 00:13:27 main:574] : INFO : Epoch 1549 | loss: 0.0311403 | val_loss: 0.03115 | Time: 2300.62 ms [2022-04-10 00:13:29 main:574] : INFO : Epoch 1550 | loss: 0.0311419 | val_loss: 0.0311488 | Time: 2269.36 ms [2022-04-10 00:13:32 main:574] : INFO : Epoch 1551 | loss: 0.0311387 | val_loss: 0.0311492 | Time: 2275.75 ms [2022-04-10 00:13:34 main:574] : INFO : Epoch 1552 | loss: 0.0311393 | val_loss: 0.0311456 | Time: 2246.15 ms [2022-04-10 00:13:36 main:574] : INFO : Epoch 1553 | loss: 0.0311374 | val_loss: 0.0311464 | Time: 2225.03 ms [2022-04-10 00:13:38 main:574] : INFO : Epoch 1554 | loss: 0.0311369 | val_loss: 0.0311461 | Time: 2252.81 ms [2022-04-10 00:13:41 main:574] : INFO : Epoch 1555 | loss: 0.0311371 | val_loss: 0.0311433 | Time: 2254.7 ms [2022-04-10 00:13:43 main:574] : INFO : Epoch 1556 | loss: 0.0311366 | val_loss: 0.0311472 | Time: 2259.39 ms [2022-04-10 00:13:45 main:574] : INFO : Epoch 1557 | loss: 0.0311354 | val_loss: 0.0311443 | Time: 2284.2 ms [2022-04-10 00:13:47 main:574] : INFO : Epoch 1558 | loss: 0.0311356 | val_loss: 0.0311452 | Time: 2224.06 ms [2022-04-10 00:13:50 main:574] : INFO : Epoch 1559 | loss: 0.0311365 | val_loss: 0.0311438 | Time: 2285.06 ms [2022-04-10 00:13:52 main:574] : INFO : Epoch 1560 | loss: 0.0311355 | val_loss: 0.0311439 | Time: 2292.35 ms [2022-04-10 00:13:54 main:574] : INFO : Epoch 1561 | loss: 0.0311353 | val_loss: 0.0311436 | Time: 2297.49 ms [2022-04-10 00:13:57 main:574] : INFO : Epoch 1562 | loss: 0.0311361 | val_loss: 0.0311456 | Time: 2244.36 ms [2022-04-10 00:13:59 main:574] : INFO : Epoch 1563 | loss: 0.0311345 | val_loss: 0.0311464 | Time: 2254.66 ms [2022-04-10 00:14:01 main:574] : INFO : Epoch 1564 | loss: 0.0311353 | val_loss: 0.031143 | Time: 2284.12 ms [2022-04-10 00:14:03 main:574] : INFO : Epoch 1565 | loss: 0.0311337 | val_loss: 0.0311431 | Time: 2272.53 ms [2022-04-10 00:14:06 main:574] : INFO : Epoch 1566 | loss: 0.0311366 | val_loss: 0.0311486 | Time: 2276.2 ms [2022-04-10 00:14:08 main:574] : INFO : Epoch 1567 | loss: 0.0311375 | val_loss: 0.0311455 | Time: 2290.16 ms [2022-04-10 00:14:10 main:574] : INFO : Epoch 1568 | loss: 0.0311332 | val_loss: 0.0311422 | Time: 2255.19 ms [2022-04-10 00:14:12 main:574] : INFO : Epoch 1569 | loss: 0.0311332 | val_loss: 0.0311435 | Time: 2235.39 ms [2022-04-10 00:14:15 main:574] : INFO : Epoch 1570 | loss: 0.0311348 | val_loss: 0.031144 | Time: 2220.17 ms [2022-04-10 00:14:17 main:574] : INFO : Epoch 1571 | loss: 0.0311347 | val_loss: 0.0311435 | Time: 2225.15 ms [2022-04-10 00:14:19 main:574] : INFO : Epoch 1572 | loss: 0.0311337 | val_loss: 0.0311426 | Time: 2262.75 ms [2022-04-10 00:14:21 main:574] : INFO : Epoch 1573 | loss: 0.031135 | val_loss: 0.0311479 | Time: 2243.7 ms [2022-04-10 00:14:24 main:574] : INFO : Epoch 1574 | loss: 0.0311344 | val_loss: 0.0311445 | Time: 2279.01 ms [2022-04-10 00:14:26 main:574] : INFO : Epoch 1575 | loss: 0.031134 | val_loss: 0.0311438 | Time: 2248.85 ms [2022-04-10 00:14:28 main:574] : INFO : Epoch 1576 | loss: 0.031134 | val_loss: 0.0311433 | Time: 2256.91 ms [2022-04-10 00:14:31 main:574] : INFO : Epoch 1577 | loss: 0.0311311 | val_loss: 0.0311426 | Time: 2268.97 ms [2022-04-10 00:14:33 main:574] : INFO : Epoch 1578 | loss: 0.0311339 | val_loss: 0.0311437 | Time: 2247.48 ms [2022-04-10 00:14:35 main:574] : INFO : Epoch 1579 | loss: 0.031132 | val_loss: 0.0311436 | Time: 2232.27 ms [2022-04-10 00:14:37 main:574] : INFO : Epoch 1580 | loss: 0.031131 | val_loss: 0.0311427 | Time: 2239.17 ms [2022-04-10 00:14:40 main:574] : INFO : Epoch 1581 | loss: 0.0311323 | val_loss: 0.0311438 | Time: 2323.92 ms [2022-04-10 00:14:42 main:574] : INFO : Epoch 1582 | loss: 0.0311328 | val_loss: 0.0311449 | Time: 2230.03 ms [2022-04-10 00:14:44 main:574] : INFO : Epoch 1583 | loss: 0.0311335 | val_loss: 0.0311456 | Time: 2238.84 ms [2022-04-10 00:14:47 main:574] : INFO : Epoch 1584 | loss: 0.0311342 | val_loss: 0.0311437 | Time: 2506.2 ms [2022-04-10 00:14:49 main:574] : INFO : Epoch 1585 | loss: 0.0311319 | val_loss: 0.0311449 | Time: 2258.72 ms [2022-04-10 00:14:51 main:574] : INFO : Epoch 1586 | loss: 0.0311319 | val_loss: 0.0311488 | Time: 2252.79 ms [2022-04-10 00:14:53 main:574] : INFO : Epoch 1587 | loss: 0.0311315 | val_loss: 0.0311416 | Time: 2227.99 ms [2022-04-10 00:14:56 main:574] : INFO : Epoch 1588 | loss: 0.0311308 | val_loss: 0.0311442 | Time: 2260.62 ms [2022-04-10 00:14:58 main:574] : INFO : Epoch 1589 | loss: 0.0311298 | val_loss: 0.0311416 | Time: 2276.93 ms [2022-04-10 00:15:00 main:574] : INFO : Epoch 1590 | loss: 0.031131 | val_loss: 0.0311442 | Time: 2251.38 ms [2022-04-10 00:15:02 main:574] : INFO : Epoch 1591 | loss: 0.0311293 | val_loss: 0.0311418 | Time: 2240.91 ms [2022-04-10 00:15:05 main:574] : INFO : Epoch 1592 | loss: 0.0311299 | val_loss: 0.031141 | Time: 2258.98 ms [2022-04-10 00:15:07 main:574] : INFO : Epoch 1593 | loss: 0.0311318 | val_loss: 0.0311443 | Time: 2293.47 ms [2022-04-10 00:15:09 main:574] : INFO : Epoch 1594 | loss: 0.0311294 | val_loss: 0.0311457 | Time: 2279.06 ms [2022-04-10 00:15:12 main:574] : INFO : Epoch 1595 | loss: 0.031129 | val_loss: 0.0311421 | Time: 2266.51 ms [2022-04-10 00:15:14 main:574] : INFO : Epoch 1596 | loss: 0.0311296 | val_loss: 0.0311461 | Time: 2236.85 ms [2022-04-10 00:15:16 main:574] : INFO : Epoch 1597 | loss: 0.0311291 | val_loss: 0.0311438 | Time: 2230.17 ms [2022-04-10 00:15:18 main:574] : INFO : Epoch 1598 | loss: 0.0311285 | val_loss: 0.031144 | Time: 2238.23 ms [2022-04-10 00:15:21 main:574] : INFO : Epoch 1599 | loss: 0.0311287 | val_loss: 0.0311466 | Time: 2238.02 ms [2022-04-10 00:15:23 main:574] : INFO : Epoch 1600 | loss: 0.0311314 | val_loss: 0.0311497 | Time: 2273.39 ms [2022-04-10 00:15:25 main:574] : INFO : Epoch 1601 | loss: 0.031131 | val_loss: 0.0311425 | Time: 2235.51 ms [2022-04-10 00:15:27 main:574] : INFO : Epoch 1602 | loss: 0.0311308 | val_loss: 0.031143 | Time: 2264.65 ms [2022-04-10 00:15:30 main:574] : INFO : Epoch 1603 | loss: 0.0311338 | val_loss: 0.0311427 | Time: 2266.53 ms [2022-04-10 00:15:32 main:574] : INFO : Epoch 1604 | loss: 0.0311325 | val_loss: 0.0311441 | Time: 2226.2 ms [2022-04-10 00:15:34 main:574] : INFO : Epoch 1605 | loss: 0.0311315 | val_loss: 0.0311424 | Time: 2274.57 ms [2022-04-10 00:15:36 main:574] : INFO : Epoch 1606 | loss: 0.0311328 | val_loss: 0.0311438 | Time: 2221.96 ms [2022-04-10 00:15:39 main:574] : INFO : Epoch 1607 | loss: 0.0311335 | val_loss: 0.0311422 | Time: 2307.97 ms [2022-04-10 00:15:41 main:574] : INFO : Epoch 1608 | loss: 0.0311338 | val_loss: 0.0311424 | Time: 2206.83 ms [2022-04-10 00:15:43 main:574] : INFO : Epoch 1609 | loss: 0.0311311 | val_loss: 0.031142 | Time: 2227.48 ms [2022-04-10 00:15:45 main:574] : INFO : Epoch 1610 | loss: 0.0311309 | val_loss: 0.0311421 | Time: 2242.42 ms [2022-04-10 00:15:48 main:574] : INFO : Epoch 1611 | loss: 0.0311329 | val_loss: 0.0311444 | Time: 2234.9 ms [2022-04-10 00:15:50 main:574] : INFO : Epoch 1612 | loss: 0.0311317 | val_loss: 0.0311435 | Time: 2269.99 ms [2022-04-10 00:15:52 main:574] : INFO : Epoch 1613 | loss: 0.0311303 | val_loss: 0.031143 | Time: 2244.2 ms [2022-04-10 00:15:54 main:574] : INFO : Epoch 1614 | loss: 0.0311299 | val_loss: 0.0311432 | Time: 2249.58 ms [2022-04-10 00:15:57 main:574] : INFO : Epoch 1615 | loss: 0.0311294 | val_loss: 0.031143 | Time: 2228.68 ms [2022-04-10 00:15:59 main:574] : INFO : Epoch 1616 | loss: 0.0311312 | val_loss: 0.0311453 | Time: 2268.21 ms [2022-04-10 00:16:01 main:574] : INFO : Epoch 1617 | loss: 0.0311317 | val_loss: 0.0311426 | Time: 2243.57 ms [2022-04-10 00:16:04 main:574] : INFO : Epoch 1618 | loss: 0.0311297 | val_loss: 0.0311515 | Time: 2239.27 ms [2022-04-10 00:16:06 main:574] : INFO : Epoch 1619 | loss: 0.0311348 | val_loss: 0.0311457 | Time: 2269.68 ms [2022-04-10 00:16:08 main:574] : INFO : Epoch 1620 | loss: 0.0311317 | val_loss: 0.0311458 | Time: 2239.01 ms [2022-04-10 00:16:10 main:574] : INFO : Epoch 1621 | loss: 0.0311319 | val_loss: 0.0311506 | Time: 2274.86 ms [2022-04-10 00:16:13 main:574] : INFO : Epoch 1622 | loss: 0.0311306 | val_loss: 0.0311467 | Time: 2238.66 ms [2022-04-10 00:16:15 main:574] : INFO : Epoch 1623 | loss: 0.0311326 | val_loss: 0.0311455 | Time: 2189.78 ms [2022-04-10 00:16:17 main:574] : INFO : Epoch 1624 | loss: 0.0311334 | val_loss: 0.0311494 | Time: 2230.72 ms [2022-04-10 00:16:19 main:574] : INFO : Epoch 1625 | loss: 0.0311337 | val_loss: 0.0311437 | Time: 2258.46 ms [2022-04-10 00:16:22 main:574] : INFO : Epoch 1626 | loss: 0.0311311 | val_loss: 0.0311449 | Time: 2273.55 ms [2022-04-10 00:16:24 main:574] : INFO : Epoch 1627 | loss: 0.0311315 | val_loss: 0.0311465 | Time: 2244.31 ms [2022-04-10 00:16:26 main:574] : INFO : Epoch 1628 | loss: 0.0311316 | val_loss: 0.0311464 | Time: 2234.82 ms [2022-04-10 00:16:28 main:574] : INFO : Epoch 1629 | loss: 0.0311317 | val_loss: 0.0311445 | Time: 2265.65 ms [2022-04-10 00:16:31 main:574] : INFO : Epoch 1630 | loss: 0.0311302 | val_loss: 0.0311442 | Time: 2261.35 ms [2022-04-10 00:16:33 main:574] : INFO : Epoch 1631 | loss: 0.0311317 | val_loss: 0.0311447 | Time: 2261.37 ms [2022-04-10 00:16:35 main:574] : INFO : Epoch 1632 | loss: 0.0311304 | val_loss: 0.031144 | Time: 2246.38 ms [2022-04-10 00:16:37 main:574] : INFO : Epoch 1633 | loss: 0.0311287 | val_loss: 0.031143 | Time: 2285.78 ms [2022-04-10 00:16:40 main:574] : INFO : Epoch 1634 | loss: 0.0311288 | val_loss: 0.0311461 | Time: 2264.79 ms [2022-04-10 00:16:42 main:574] : INFO : Epoch 1635 | loss: 0.0311307 | val_loss: 0.0311468 | Time: 2262.54 ms [2022-04-10 00:16:44 main:574] : INFO : Epoch 1636 | loss: 0.0311337 | val_loss: 0.0311437 | Time: 2237.07 ms [2022-04-10 00:16:46 main:574] : INFO : Epoch 1637 | loss: 0.0311295 | val_loss: 0.0311428 | Time: 2267.09 ms [2022-04-10 00:16:49 main:574] : INFO : Epoch 1638 | loss: 0.0311294 | val_loss: 0.0311433 | Time: 2233.09 ms [2022-04-10 00:16:51 main:574] : INFO : Epoch 1639 | loss: 0.0311276 | val_loss: 0.031141 | Time: 2282.07 ms [2022-04-10 00:16:53 main:574] : INFO : Epoch 1640 | loss: 0.031128 | val_loss: 0.0311427 | Time: 2236.83 ms [2022-04-10 00:16:56 main:574] : INFO : Epoch 1641 | loss: 0.0311277 | val_loss: 0.0311431 | Time: 2292.42 ms [2022-04-10 00:16:58 main:574] : INFO : Epoch 1642 | loss: 0.0311278 | val_loss: 0.0311434 | Time: 2217.14 ms [2022-04-10 00:17:00 main:574] : INFO : Epoch 1643 | loss: 0.0311283 | val_loss: 0.0311444 | Time: 2293.44 ms [2022-04-10 00:17:02 main:574] : INFO : Epoch 1644 | loss: 0.0311287 | val_loss: 0.0311436 | Time: 2228.99 ms [2022-04-10 00:17:05 main:574] : INFO : Epoch 1645 | loss: 0.0311278 | val_loss: 0.0311438 | Time: 2229.58 ms [2022-04-10 00:17:07 main:574] : INFO : Epoch 1646 | loss: 0.0311281 | val_loss: 0.0311439 | Time: 2231.76 ms [2022-04-10 00:17:09 main:574] : INFO : Epoch 1647 | loss: 0.0311305 | val_loss: 0.0311447 | Time: 2205.76 ms [2022-04-10 00:17:11 main:574] : INFO : Epoch 1648 | loss: 0.0311281 | val_loss: 0.0311469 | Time: 2251.85 ms [2022-04-10 00:17:14 main:574] : INFO : Epoch 1649 | loss: 0.0311294 | val_loss: 0.0311441 | Time: 2267.67 ms [2022-04-10 00:17:16 main:574] : INFO : Epoch 1650 | loss: 0.0311277 | val_loss: 0.0311514 | Time: 2265.63 ms [2022-04-10 00:17:18 main:574] : INFO : Epoch 1651 | loss: 0.0311286 | val_loss: 0.031143 | Time: 2309.32 ms [2022-04-10 00:17:20 main:574] : INFO : Epoch 1652 | loss: 0.0311261 | val_loss: 0.0311431 | Time: 2240.93 ms [2022-04-10 00:17:23 main:574] : INFO : Epoch 1653 | loss: 0.0311272 | val_loss: 0.0311461 | Time: 2253.78 ms [2022-04-10 00:17:25 main:574] : INFO : Epoch 1654 | loss: 0.0311279 | val_loss: 0.0311425 | Time: 2233.58 ms [2022-04-10 00:17:27 main:574] : INFO : Epoch 1655 | loss: 0.0311284 | val_loss: 0.0311469 | Time: 2293.4 ms [2022-04-10 00:17:30 main:574] : INFO : Epoch 1656 | loss: 0.0311265 | val_loss: 0.0311455 | Time: 2258.21 ms [2022-04-10 00:17:32 main:574] : INFO : Epoch 1657 | loss: 0.0311324 | val_loss: 0.0311438 | Time: 2274.65 ms [2022-04-10 00:17:34 main:574] : INFO : Epoch 1658 | loss: 0.0311332 | val_loss: 0.0311473 | Time: 2286.75 ms [2022-04-10 00:17:36 main:574] : INFO : Epoch 1659 | loss: 0.0311314 | val_loss: 0.0311455 | Time: 2236.27 ms [2022-04-10 00:17:39 main:574] : INFO : Epoch 1660 | loss: 0.0311334 | val_loss: 0.0311605 | Time: 2319.36 ms [2022-04-10 00:17:41 main:574] : INFO : Epoch 1661 | loss: 0.0311313 | val_loss: 0.0311453 | Time: 2242.19 ms [2022-04-10 00:17:43 main:574] : INFO : Epoch 1662 | loss: 0.03113 | val_loss: 0.0311496 | Time: 2243.51 ms [2022-04-10 00:17:45 main:574] : INFO : Epoch 1663 | loss: 0.0311299 | val_loss: 0.0311503 | Time: 2225.79 ms [2022-04-10 00:17:48 main:574] : INFO : Epoch 1664 | loss: 0.0311294 | val_loss: 0.0311447 | Time: 2247.87 ms [2022-04-10 00:17:50 main:574] : INFO : Epoch 1665 | loss: 0.0311287 | val_loss: 0.0311464 | Time: 2239.47 ms [2022-04-10 00:17:52 main:574] : INFO : Epoch 1666 | loss: 0.0311286 | val_loss: 0.0311474 | Time: 2203.01 ms [2022-04-10 00:17:54 main:574] : INFO : Epoch 1667 | loss: 0.031128 | val_loss: 0.0311405 | Time: 2312.1 ms [2022-04-10 00:17:57 main:574] : INFO : Epoch 1668 | loss: 0.0311278 | val_loss: 0.0311393 | Time: 2228.08 ms [2022-04-10 00:17:59 main:574] : INFO : Epoch 1669 | loss: 0.031127 | val_loss: 0.0311395 | Time: 2275.45 ms [2022-04-10 00:18:01 main:574] : INFO : Epoch 1670 | loss: 0.0311268 | val_loss: 0.0311398 | Time: 2281.17 ms [2022-04-10 00:18:04 main:574] : INFO : Epoch 1671 | loss: 0.031127 | val_loss: 0.031141 | Time: 2245.61 ms [2022-04-10 00:18:06 main:574] : INFO : Epoch 1672 | loss: 0.0311299 | val_loss: 0.0311423 | Time: 2228.36 ms [2022-04-10 00:18:08 main:574] : INFO : Epoch 1673 | loss: 0.031132 | val_loss: 0.0311519 | Time: 2237.24 ms [2022-04-10 00:18:10 main:574] : INFO : Epoch 1674 | loss: 0.0311311 | val_loss: 0.0311459 | Time: 2238.96 ms [2022-04-10 00:18:13 main:574] : INFO : Epoch 1675 | loss: 0.031132 | val_loss: 0.031144 | Time: 2257.82 ms [2022-04-10 00:18:15 main:574] : INFO : Epoch 1676 | loss: 0.0311336 | val_loss: 0.0311457 | Time: 2259.23 ms [2022-04-10 00:18:17 main:574] : INFO : Epoch 1677 | loss: 0.0311329 | val_loss: 0.0311475 | Time: 2226.53 ms [2022-04-10 00:18:19 main:574] : INFO : Epoch 1678 | loss: 0.0311331 | val_loss: 0.0311464 | Time: 2242.7 ms [2022-04-10 00:18:22 main:574] : INFO : Epoch 1679 | loss: 0.0311324 | val_loss: 0.0311442 | Time: 2243.09 ms [2022-04-10 00:18:24 main:574] : INFO : Epoch 1680 | loss: 0.0311302 | val_loss: 0.031145 | Time: 2259.57 ms [2022-04-10 00:18:26 main:574] : INFO : Epoch 1681 | loss: 0.0311298 | val_loss: 0.0311438 | Time: 2253.54 ms [2022-04-10 00:18:28 main:574] : INFO : Epoch 1682 | loss: 0.03113 | val_loss: 0.0311459 | Time: 2252.61 ms [2022-04-10 00:18:31 main:574] : INFO : Epoch 1683 | loss: 0.03113 | val_loss: 0.0311434 | Time: 2297.81 ms [2022-04-10 00:18:33 main:574] : INFO : Epoch 1684 | loss: 0.0311275 | val_loss: 0.0311421 | Time: 2239.77 ms [2022-04-10 00:18:35 main:574] : INFO : Epoch 1685 | loss: 0.0311315 | val_loss: 0.0311448 | Time: 2231.65 ms [2022-04-10 00:18:37 main:574] : INFO : Epoch 1686 | loss: 0.0311319 | val_loss: 0.0311434 | Time: 2211.53 ms [2022-04-10 00:18:40 main:574] : INFO : Epoch 1687 | loss: 0.031132 | val_loss: 0.0311463 | Time: 2272.16 ms [2022-04-10 00:18:42 main:574] : INFO : Epoch 1688 | loss: 0.0311329 | val_loss: 0.0311522 | Time: 2261.77 ms [2022-04-10 00:18:44 main:574] : INFO : Epoch 1689 | loss: 0.0311341 | val_loss: 0.031153 | Time: 2221.28 ms [2022-04-10 00:18:46 main:574] : INFO : Epoch 1690 | loss: 0.0311378 | val_loss: 0.0311561 | Time: 2243.33 ms [2022-04-10 00:18:49 main:574] : INFO : Epoch 1691 | loss: 0.0311381 | val_loss: 0.0311557 | Time: 2262.03 ms [2022-04-10 00:18:51 main:574] : INFO : Epoch 1692 | loss: 0.0311343 | val_loss: 0.0311484 | Time: 2274.06 ms [2022-04-10 00:18:53 main:574] : INFO : Epoch 1693 | loss: 0.0311314 | val_loss: 0.0311442 | Time: 2238.57 ms [2022-04-10 00:18:56 main:574] : INFO : Epoch 1694 | loss: 0.0311327 | val_loss: 0.0311452 | Time: 2254.85 ms [2022-04-10 00:18:58 main:574] : INFO : Epoch 1695 | loss: 0.0311342 | val_loss: 0.0311509 | Time: 2234.79 ms [2022-04-10 00:19:00 main:574] : INFO : Epoch 1696 | loss: 0.0311328 | val_loss: 0.031146 | Time: 2240.08 ms [2022-04-10 00:19:02 main:574] : INFO : Epoch 1697 | loss: 0.0311335 | val_loss: 0.031146 | Time: 2279.82 ms [2022-04-10 00:19:05 main:574] : INFO : Epoch 1698 | loss: 0.031134 | val_loss: 0.0311453 | Time: 2257.06 ms [2022-04-10 00:19:07 main:574] : INFO : Epoch 1699 | loss: 0.0311338 | val_loss: 0.0311468 | Time: 2274.7 ms [2022-04-10 00:19:09 main:574] : INFO : Epoch 1700 | loss: 0.03113 | val_loss: 0.0311475 | Time: 2220.15 ms [2022-04-10 00:19:11 main:574] : INFO : Epoch 1701 | loss: 0.0311307 | val_loss: 0.0311508 | Time: 2248.1 ms [2022-04-10 00:19:14 main:574] : INFO : Epoch 1702 | loss: 0.0311297 | val_loss: 0.0311427 | Time: 2276.76 ms [2022-04-10 00:19:16 main:574] : INFO : Epoch 1703 | loss: 0.0311283 | val_loss: 0.0311414 | Time: 2208.84 ms [2022-04-10 00:19:18 main:574] : INFO : Epoch 1704 | loss: 0.0311279 | val_loss: 0.0311442 | Time: 2225.67 ms [2022-04-10 00:19:20 main:574] : INFO : Epoch 1705 | loss: 0.0311278 | val_loss: 0.0311446 | Time: 2262.5 ms [2022-04-10 00:19:23 main:574] : INFO : Epoch 1706 | loss: 0.0311267 | val_loss: 0.0311452 | Time: 2226.48 ms [2022-04-10 00:19:25 main:574] : INFO : Epoch 1707 | loss: 0.0311276 | val_loss: 0.0311409 | Time: 2217.05 ms [2022-04-10 00:19:27 main:574] : INFO : Epoch 1708 | loss: 0.0311275 | val_loss: 0.0311397 | Time: 2301.02 ms [2022-04-10 00:19:29 main:574] : INFO : Epoch 1709 | loss: 0.0311286 | val_loss: 0.031141 | Time: 2244.37 ms [2022-04-10 00:19:32 main:574] : INFO : Epoch 1710 | loss: 0.0311274 | val_loss: 0.0311417 | Time: 2247.42 ms [2022-04-10 00:19:34 main:574] : INFO : Epoch 1711 | loss: 0.0311271 | val_loss: 0.0311421 | Time: 2221.71 ms [2022-04-10 00:19:36 main:574] : INFO : Epoch 1712 | loss: 0.0311268 | val_loss: 0.031141 | Time: 2227.34 ms [2022-04-10 00:19:38 main:574] : INFO : Epoch 1713 | loss: 0.0311267 | val_loss: 0.0311392 | Time: 2216.97 ms [2022-04-10 00:19:41 main:574] : INFO : Epoch 1714 | loss: 0.0311306 | val_loss: 0.0311596 | Time: 2282.62 ms [2022-04-10 00:19:43 main:574] : INFO : Epoch 1715 | loss: 0.0311365 | val_loss: 0.0311506 | Time: 2225.47 ms [2022-04-10 00:19:45 main:574] : INFO : Epoch 1716 | loss: 0.0392968 | val_loss: 0.034532 | Time: 2245.2 ms [2022-04-10 00:19:47 main:574] : INFO : Epoch 1717 | loss: 0.0574851 | val_loss: 0.0373177 | Time: 2224.35 ms [2022-04-10 00:19:50 main:574] : INFO : Epoch 1718 | loss: 0.0336353 | val_loss: 0.0321741 | Time: 2211.96 ms [2022-04-10 00:19:52 main:574] : INFO : Epoch 1719 | loss: 0.0316216 | val_loss: 0.0313416 | Time: 2237.24 ms [2022-04-10 00:19:54 main:574] : INFO : Epoch 1720 | loss: 0.0312822 | val_loss: 0.0312181 | Time: 2206.43 ms [2022-04-10 00:19:56 main:574] : INFO : Epoch 1721 | loss: 0.0312114 | val_loss: 0.031194 | Time: 2225.35 ms [2022-04-10 00:19:59 main:574] : INFO : Epoch 1722 | loss: 0.0311881 | val_loss: 0.0311791 | Time: 2272.5 ms [2022-04-10 00:20:01 main:574] : INFO : Epoch 1723 | loss: 0.0311775 | val_loss: 0.0311737 | Time: 2243.49 ms [2022-04-10 00:20:03 main:574] : INFO : Epoch 1724 | loss: 0.0311725 | val_loss: 0.0311701 | Time: 2222.38 ms [2022-04-10 00:20:05 main:574] : INFO : Epoch 1725 | loss: 0.0311692 | val_loss: 0.031168 | Time: 2307.25 ms [2022-04-10 00:20:08 main:574] : INFO : Epoch 1726 | loss: 0.0311677 | val_loss: 0.0311672 | Time: 2209.23 ms [2022-04-10 00:20:10 main:574] : INFO : Epoch 1727 | loss: 0.0311668 | val_loss: 0.0311661 | Time: 2234 ms [2022-04-10 00:20:12 main:574] : INFO : Epoch 1728 | loss: 0.0311661 | val_loss: 0.0311658 | Time: 2254.52 ms [2022-04-10 00:20:14 main:574] : INFO : Epoch 1729 | loss: 0.0311659 | val_loss: 0.0311665 | Time: 2179.55 ms [2022-04-10 00:20:17 main:574] : INFO : Epoch 1730 | loss: 0.0311651 | val_loss: 0.0311652 | Time: 2190.28 ms [2022-04-10 00:20:19 main:574] : INFO : Epoch 1731 | loss: 0.0311642 | val_loss: 0.0311647 | Time: 2221.24 ms [2022-04-10 00:20:21 main:574] : INFO : Epoch 1732 | loss: 0.0311634 | val_loss: 0.0311653 | Time: 2256.68 ms [2022-04-10 00:20:23 main:574] : INFO : Epoch 1733 | loss: 0.0311628 | val_loss: 0.0311642 | Time: 2237.96 ms [2022-04-10 00:20:26 main:574] : INFO : Epoch 1734 | loss: 0.0311636 | val_loss: 0.0311651 | Time: 2218.78 ms [2022-04-10 00:20:28 main:574] : INFO : Epoch 1735 | loss: 0.0311622 | val_loss: 0.0311625 | Time: 2221.9 ms [2022-04-10 00:20:30 main:574] : INFO : Epoch 1736 | loss: 0.0311619 | val_loss: 0.0311623 | Time: 2264.82 ms [2022-04-10 00:20:32 main:574] : INFO : Epoch 1737 | loss: 0.0311621 | val_loss: 0.0311626 | Time: 2241.38 ms [2022-04-10 00:20:35 main:574] : INFO : Epoch 1738 | loss: 0.0311613 | val_loss: 0.0311619 | Time: 2200.54 ms [2022-04-10 00:20:37 main:574] : INFO : Epoch 1739 | loss: 0.0311613 | val_loss: 0.0311623 | Time: 2244.57 ms [2022-04-10 00:20:39 main:574] : INFO : Epoch 1740 | loss: 0.031161 | val_loss: 0.0311626 | Time: 2232.81 ms [2022-04-10 00:20:41 main:574] : INFO : Epoch 1741 | loss: 0.0311607 | val_loss: 0.0311629 | Time: 2247.11 ms [2022-04-10 00:20:44 main:574] : INFO : Epoch 1742 | loss: 0.0311609 | val_loss: 0.031162 | Time: 2244.14 ms [2022-04-10 00:20:46 main:574] : INFO : Epoch 1743 | loss: 0.0311603 | val_loss: 0.0311627 | Time: 2215.37 ms [2022-04-10 00:20:48 main:574] : INFO : Epoch 1744 | loss: 0.0311604 | val_loss: 0.0311625 | Time: 2222.72 ms [2022-04-10 00:20:50 main:574] : INFO : Epoch 1745 | loss: 0.0311607 | val_loss: 0.0311624 | Time: 2231.64 ms [2022-04-10 00:20:53 main:574] : INFO : Epoch 1746 | loss: 0.0311603 | val_loss: 0.0311619 | Time: 2295.3 ms [2022-04-10 00:20:55 main:574] : INFO : Epoch 1747 | loss: 0.0311602 | val_loss: 0.0311612 | Time: 2214.99 ms [2022-04-10 00:20:57 main:574] : INFO : Epoch 1748 | loss: 0.0311599 | val_loss: 0.031162 | Time: 2238.63 ms [2022-04-10 00:20:59 main:574] : INFO : Epoch 1749 | loss: 0.0311595 | val_loss: 0.0311618 | Time: 2231.51 ms [2022-04-10 00:21:02 main:574] : INFO : Epoch 1750 | loss: 0.03116 | val_loss: 0.0311625 | Time: 2252.07 ms [2022-04-10 00:21:04 main:574] : INFO : Epoch 1751 | loss: 0.0311595 | val_loss: 0.0311614 | Time: 2268.58 ms [2022-04-10 00:21:06 main:574] : INFO : Epoch 1752 | loss: 0.0311591 | val_loss: 0.0311636 | Time: 2250.77 ms [2022-04-10 00:21:08 main:574] : INFO : Epoch 1753 | loss: 0.0311591 | val_loss: 0.0311616 | Time: 2253.21 ms [2022-04-10 00:21:11 main:574] : INFO : Epoch 1754 | loss: 0.0311589 | val_loss: 0.0311613 | Time: 2250.84 ms [2022-04-10 00:21:13 main:574] : INFO : Epoch 1755 | loss: 0.0311586 | val_loss: 0.0311621 | Time: 2290.18 ms [2022-04-10 00:21:15 main:574] : INFO : Epoch 1756 | loss: 0.0311584 | val_loss: 0.0311621 | Time: 2220.92 ms [2022-04-10 00:21:17 main:574] : INFO : Epoch 1757 | loss: 0.0311578 | val_loss: 0.0311624 | Time: 2211.96 ms [2022-04-10 00:21:20 main:574] : INFO : Epoch 1758 | loss: 0.0311565 | val_loss: 0.0311597 | Time: 2213.81 ms [2022-04-10 00:21:22 main:574] : INFO : Epoch 1759 | loss: 0.0311568 | val_loss: 0.0311609 | Time: 2221.41 ms [2022-04-10 00:21:24 main:574] : INFO : Epoch 1760 | loss: 0.0311558 | val_loss: 0.03116 | Time: 2223.44 ms [2022-04-10 00:21:26 main:574] : INFO : Epoch 1761 | loss: 0.0311557 | val_loss: 0.0311607 | Time: 2222.59 ms [2022-04-10 00:21:29 main:574] : INFO : Epoch 1762 | loss: 0.0311556 | val_loss: 0.0311603 | Time: 2250.57 ms [2022-04-10 00:21:31 main:574] : INFO : Epoch 1763 | loss: 0.031155 | val_loss: 0.0311603 | Time: 2241.62 ms [2022-04-10 00:21:33 main:574] : INFO : Epoch 1764 | loss: 0.0311545 | val_loss: 0.0311604 | Time: 2213.78 ms [2022-04-10 00:21:35 main:574] : INFO : Epoch 1765 | loss: 0.0311549 | val_loss: 0.0311603 | Time: 2241.76 ms [2022-04-10 00:21:38 main:574] : INFO : Epoch 1766 | loss: 0.0311552 | val_loss: 0.0311623 | Time: 2208.08 ms [2022-04-10 00:21:40 main:574] : INFO : Epoch 1767 | loss: 0.0311558 | val_loss: 0.0311596 | Time: 2249.89 ms [2022-04-10 00:21:42 main:574] : INFO : Epoch 1768 | loss: 0.0311539 | val_loss: 0.0311596 | Time: 2237.7 ms [2022-04-10 00:21:44 main:574] : INFO : Epoch 1769 | loss: 0.0311538 | val_loss: 0.0311608 | Time: 2232.09 ms [2022-04-10 00:21:46 main:574] : INFO : Epoch 1770 | loss: 0.0311542 | val_loss: 0.0311591 | Time: 2209.16 ms [2022-04-10 00:21:49 main:574] : INFO : Epoch 1771 | loss: 0.0311542 | val_loss: 0.0311591 | Time: 2224.35 ms [2022-04-10 00:21:51 main:574] : INFO : Epoch 1772 | loss: 0.0311541 | val_loss: 0.0311607 | Time: 2230.96 ms [2022-04-10 00:21:53 main:574] : INFO : Epoch 1773 | loss: 0.0311534 | val_loss: 0.031161 | Time: 2283.46 ms [2022-04-10 00:21:56 main:574] : INFO : Epoch 1774 | loss: 0.0311531 | val_loss: 0.0311603 | Time: 2246.72 ms [2022-04-10 00:21:58 main:574] : INFO : Epoch 1775 | loss: 0.0311506 | val_loss: 0.0311579 | Time: 2214.71 ms [2022-04-10 00:22:00 main:574] : INFO : Epoch 1776 | loss: 0.0311493 | val_loss: 0.0311553 | Time: 2226.21 ms [2022-04-10 00:22:02 main:574] : INFO : Epoch 1777 | loss: 0.031149 | val_loss: 0.0311565 | Time: 2215.1 ms [2022-04-10 00:22:05 main:574] : INFO : Epoch 1778 | loss: 0.0311485 | val_loss: 0.0311569 | Time: 2248.87 ms [2022-04-10 00:22:07 main:574] : INFO : Epoch 1779 | loss: 0.0311485 | val_loss: 0.0311564 | Time: 2246.71 ms [2022-04-10 00:22:09 main:574] : INFO : Epoch 1780 | loss: 0.0311435 | val_loss: 0.031153 | Time: 2235.68 ms [2022-04-10 00:22:11 main:574] : INFO : Epoch 1781 | loss: 0.0311387 | val_loss: 0.0311498 | Time: 2239.92 ms [2022-04-10 00:22:14 main:574] : INFO : Epoch 1782 | loss: 0.0311372 | val_loss: 0.0311499 | Time: 2224.35 ms [2022-04-10 00:22:16 main:574] : INFO : Epoch 1783 | loss: 0.0311352 | val_loss: 0.0311495 | Time: 2237.74 ms [2022-04-10 00:22:18 main:574] : INFO : Epoch 1784 | loss: 0.0311359 | val_loss: 0.0311475 | Time: 2254.47 ms [2022-04-10 00:22:20 main:574] : INFO : Epoch 1785 | loss: 0.0311359 | val_loss: 0.0311464 | Time: 2210.21 ms [2022-04-10 00:22:23 main:574] : INFO : Epoch 1786 | loss: 0.0311338 | val_loss: 0.0311483 | Time: 2249.54 ms [2022-04-10 00:22:25 main:574] : INFO : Epoch 1787 | loss: 0.0311339 | val_loss: 0.0311466 | Time: 2218.03 ms [2022-04-10 00:22:27 main:574] : INFO : Epoch 1788 | loss: 0.0311351 | val_loss: 0.0311519 | Time: 2223.81 ms [2022-04-10 00:22:29 main:574] : INFO : Epoch 1789 | loss: 0.0311337 | val_loss: 0.0311446 | Time: 2223.91 ms [2022-04-10 00:22:31 main:574] : INFO : Epoch 1790 | loss: 0.0311321 | val_loss: 0.0311472 | Time: 2219.66 ms [2022-04-10 00:22:34 main:574] : INFO : Epoch 1791 | loss: 0.0311337 | val_loss: 0.0311438 | Time: 2221.36 ms [2022-04-10 00:22:36 main:574] : INFO : Epoch 1792 | loss: 0.0311352 | val_loss: 0.0311428 | Time: 2264.51 ms [2022-04-10 00:22:38 main:574] : INFO : Epoch 1793 | loss: 0.0311353 | val_loss: 0.0311536 | Time: 2224.02 ms [2022-04-10 00:22:41 main:574] : INFO : Epoch 1794 | loss: 0.0311368 | val_loss: 0.0311492 | Time: 2273.46 ms [2022-04-10 00:22:43 main:574] : INFO : Epoch 1795 | loss: 0.0311381 | val_loss: 0.0311524 | Time: 2261.09 ms [2022-04-10 00:22:45 main:574] : INFO : Epoch 1796 | loss: 0.0311429 | val_loss: 0.0311505 | Time: 2287.76 ms [2022-04-10 00:22:47 main:574] : INFO : Epoch 1797 | loss: 0.0311441 | val_loss: 0.0311478 | Time: 2244.43 ms [2022-04-10 00:22:50 main:574] : INFO : Epoch 1798 | loss: 0.0311427 | val_loss: 0.0311477 | Time: 2263.85 ms [2022-04-10 00:22:52 main:574] : INFO : Epoch 1799 | loss: 0.0311399 | val_loss: 0.0311477 | Time: 2234.45 ms [2022-04-10 00:22:54 main:574] : INFO : Epoch 1800 | loss: 0.031138 | val_loss: 0.0311459 | Time: 2250.25 ms [2022-04-10 00:22:56 main:574] : INFO : Epoch 1801 | loss: 0.0311368 | val_loss: 0.0311536 | Time: 2287.5 ms [2022-04-10 00:22:59 main:574] : INFO : Epoch 1802 | loss: 0.0311365 | val_loss: 0.0311545 | Time: 2210.49 ms [2022-04-10 00:23:01 main:574] : INFO : Epoch 1803 | loss: 0.0311376 | val_loss: 0.0311472 | Time: 2255.03 ms [2022-04-10 00:23:03 main:574] : INFO : Epoch 1804 | loss: 0.0311353 | val_loss: 0.0311532 | Time: 2246.64 ms [2022-04-10 00:23:06 main:574] : INFO : Epoch 1805 | loss: 0.0311343 | val_loss: 0.0311449 | Time: 2281.96 ms [2022-04-10 00:23:08 main:574] : INFO : Epoch 1806 | loss: 0.0311341 | val_loss: 0.0311435 | Time: 2252.01 ms [2022-04-10 00:23:10 main:574] : INFO : Epoch 1807 | loss: 0.0311369 | val_loss: 0.0311438 | Time: 2196.51 ms [2022-04-10 00:23:12 main:574] : INFO : Epoch 1808 | loss: 0.0311374 | val_loss: 0.0311459 | Time: 2294.11 ms [2022-04-10 00:23:15 main:574] : INFO : Epoch 1809 | loss: 0.0311362 | val_loss: 0.0311439 | Time: 2230.01 ms [2022-04-10 00:23:17 main:574] : INFO : Epoch 1810 | loss: 0.0311341 | val_loss: 0.0311433 | Time: 2251.78 ms [2022-04-10 00:23:19 main:574] : INFO : Epoch 1811 | loss: 0.0311382 | val_loss: 0.0311486 | Time: 2256.31 ms [2022-04-10 00:23:21 main:574] : INFO : Epoch 1812 | loss: 0.0311372 | val_loss: 0.0311456 | Time: 2223.3 ms [2022-04-10 00:23:24 main:574] : INFO : Epoch 1813 | loss: 0.0311363 | val_loss: 0.0311456 | Time: 2291.9 ms [2022-04-10 00:23:26 main:574] : INFO : Epoch 1814 | loss: 0.0311362 | val_loss: 0.0311466 | Time: 2222.87 ms [2022-04-10 00:23:28 main:574] : INFO : Epoch 1815 | loss: 0.0311355 | val_loss: 0.0311474 | Time: 2228.05 ms [2022-04-10 00:23:30 main:574] : INFO : Epoch 1816 | loss: 0.0311345 | val_loss: 0.0311511 | Time: 2264.14 ms [2022-04-10 00:23:33 main:574] : INFO : Epoch 1817 | loss: 0.0311331 | val_loss: 0.0311455 | Time: 2323.19 ms [2022-04-10 00:23:35 main:574] : INFO : Epoch 1818 | loss: 0.0311319 | val_loss: 0.0311474 | Time: 2247 ms [2022-04-10 00:23:37 main:574] : INFO : Epoch 1819 | loss: 0.0311318 | val_loss: 0.0311485 | Time: 2245.4 ms [2022-04-10 00:23:40 main:574] : INFO : Epoch 1820 | loss: 0.031131 | val_loss: 0.0311455 | Time: 2269.95 ms [2022-04-10 00:23:42 main:574] : INFO : Epoch 1821 | loss: 0.0311306 | val_loss: 0.0311474 | Time: 2281.26 ms [2022-04-10 00:23:44 main:574] : INFO : Epoch 1822 | loss: 0.0311316 | val_loss: 0.0311466 | Time: 2312.17 ms [2022-04-10 00:23:46 main:574] : INFO : Epoch 1823 | loss: 0.0311308 | val_loss: 0.0311459 | Time: 2286.46 ms [2022-04-10 00:23:49 main:574] : INFO : Epoch 1824 | loss: 0.0311323 | val_loss: 0.0311461 | Time: 2265.61 ms [2022-04-10 00:23:51 main:574] : INFO : Epoch 1825 | loss: 0.0311319 | val_loss: 0.0311445 | Time: 2271.65 ms [2022-04-10 00:23:53 main:574] : INFO : Epoch 1826 | loss: 0.031129 | val_loss: 0.0311515 | Time: 2266.09 ms [2022-04-10 00:23:56 main:574] : INFO : Epoch 1827 | loss: 0.0311304 | val_loss: 0.0311483 | Time: 2258.17 ms [2022-04-10 00:23:58 main:574] : INFO : Epoch 1828 | loss: 0.0311308 | val_loss: 0.0311474 | Time: 2262.97 ms [2022-04-10 00:24:00 main:574] : INFO : Epoch 1829 | loss: 0.0311312 | val_loss: 0.0311497 | Time: 2290.99 ms [2022-04-10 00:24:02 main:574] : INFO : Epoch 1830 | loss: 0.0311348 | val_loss: 0.0311482 | Time: 2248.87 ms [2022-04-10 00:24:05 main:574] : INFO : Epoch 1831 | loss: 0.0311339 | val_loss: 0.0311453 | Time: 2248.49 ms [2022-04-10 00:24:07 main:574] : INFO : Epoch 1832 | loss: 0.0311316 | val_loss: 0.031145 | Time: 2269.98 ms [2022-04-10 00:24:09 main:574] : INFO : Epoch 1833 | loss: 0.0311306 | val_loss: 0.0311454 | Time: 2291.52 ms [2022-04-10 00:24:11 main:574] : INFO : Epoch 1834 | loss: 0.0311296 | val_loss: 0.0311424 | Time: 2288.42 ms [2022-04-10 00:24:14 main:574] : INFO : Epoch 1835 | loss: 0.0311288 | val_loss: 0.0311412 | Time: 2244.05 ms [2022-04-10 00:24:16 main:574] : INFO : Epoch 1836 | loss: 0.0311279 | val_loss: 0.0311454 | Time: 2247.18 ms [2022-04-10 00:24:18 main:574] : INFO : Epoch 1837 | loss: 0.0311278 | val_loss: 0.0311488 | Time: 2230.56 ms [2022-04-10 00:24:21 main:574] : INFO : Epoch 1838 | loss: 0.0311288 | val_loss: 0.0311443 | Time: 2255.79 ms [2022-04-10 00:24:23 main:574] : INFO : Epoch 1839 | loss: 0.0311274 | val_loss: 0.0311451 | Time: 2262.47 ms [2022-04-10 00:24:25 main:574] : INFO : Epoch 1840 | loss: 0.0311262 | val_loss: 0.0311431 | Time: 2254.83 ms [2022-04-10 00:24:27 main:574] : INFO : Epoch 1841 | loss: 0.0311252 | val_loss: 0.0311425 | Time: 2246.72 ms [2022-04-10 00:24:30 main:574] : INFO : Epoch 1842 | loss: 0.0311265 | val_loss: 0.0311515 | Time: 2265.47 ms [2022-04-10 00:24:32 main:574] : INFO : Epoch 1843 | loss: 0.0311264 | val_loss: 0.0311437 | Time: 2235.5 ms [2022-04-10 00:24:34 main:574] : INFO : Epoch 1844 | loss: 0.0311264 | val_loss: 0.0311445 | Time: 2284.51 ms [2022-04-10 00:24:36 main:574] : INFO : Epoch 1845 | loss: 0.0311247 | val_loss: 0.0311438 | Time: 2245.49 ms [2022-04-10 00:24:39 main:574] : INFO : Epoch 1846 | loss: 0.0311239 | val_loss: 0.0311421 | Time: 2288.12 ms [2022-04-10 00:24:41 main:574] : INFO : Epoch 1847 | loss: 0.0311247 | val_loss: 0.0311439 | Time: 2237.48 ms [2022-04-10 00:24:43 main:574] : INFO : Epoch 1848 | loss: 0.0311242 | val_loss: 0.0311442 | Time: 2274.09 ms [2022-04-10 00:24:46 main:574] : INFO : Epoch 1849 | loss: 0.0311243 | val_loss: 0.0311444 | Time: 2234.68 ms [2022-04-10 00:24:48 main:574] : INFO : Epoch 1850 | loss: 0.0311238 | val_loss: 0.0311419 | Time: 2239.67 ms [2022-04-10 00:24:50 main:574] : INFO : Epoch 1851 | loss: 0.031126 | val_loss: 0.031145 | Time: 2207.34 ms [2022-04-10 00:24:52 main:574] : INFO : Epoch 1852 | loss: 0.0311239 | val_loss: 0.0311443 | Time: 2249.17 ms [2022-04-10 00:24:54 main:574] : INFO : Epoch 1853 | loss: 0.0311238 | val_loss: 0.0311418 | Time: 2245.55 ms [2022-04-10 00:24:57 main:574] : INFO : Epoch 1854 | loss: 0.0311247 | val_loss: 0.0311421 | Time: 2246.26 ms [2022-04-10 00:24:59 main:574] : INFO : Epoch 1855 | loss: 0.0311231 | val_loss: 0.031144 | Time: 2258.15 ms [2022-04-10 00:25:01 main:574] : INFO : Epoch 1856 | loss: 0.0311232 | val_loss: 0.0311414 | Time: 2246.4 ms [2022-04-10 00:25:04 main:574] : INFO : Epoch 1857 | loss: 0.0311237 | val_loss: 0.0311416 | Time: 2250.92 ms [2022-04-10 00:25:06 main:574] : INFO : Epoch 1858 | loss: 0.0311254 | val_loss: 0.0311425 | Time: 2222.06 ms [2022-04-10 00:25:08 main:574] : INFO : Epoch 1859 | loss: 0.0311267 | val_loss: 0.0311435 | Time: 2267.94 ms [2022-04-10 00:25:10 main:574] : INFO : Epoch 1860 | loss: 0.0311261 | val_loss: 0.0311454 | Time: 2240.06 ms [2022-04-10 00:25:13 main:574] : INFO : Epoch 1861 | loss: 0.0311267 | val_loss: 0.0311425 | Time: 2251.67 ms [2022-04-10 00:25:15 main:574] : INFO : Epoch 1862 | loss: 0.0311259 | val_loss: 0.0311436 | Time: 2274.71 ms [2022-04-10 00:25:17 main:574] : INFO : Epoch 1863 | loss: 0.0311261 | val_loss: 0.0311456 | Time: 2228.81 ms [2022-04-10 00:25:19 main:574] : INFO : Epoch 1864 | loss: 0.0311284 | val_loss: 0.0311433 | Time: 2305.66 ms [2022-04-10 00:25:22 main:574] : INFO : Epoch 1865 | loss: 0.031126 | val_loss: 0.0311451 | Time: 2248.52 ms [2022-04-10 00:25:24 main:574] : INFO : Epoch 1866 | loss: 0.0311283 | val_loss: 0.0311419 | Time: 2252.86 ms [2022-04-10 00:25:26 main:574] : INFO : Epoch 1867 | loss: 0.0311279 | val_loss: 0.0311415 | Time: 2237.56 ms [2022-04-10 00:25:28 main:574] : INFO : Epoch 1868 | loss: 0.0311272 | val_loss: 0.0311431 | Time: 2324.64 ms [2022-04-10 00:25:31 main:574] : INFO : Epoch 1869 | loss: 0.0311285 | val_loss: 0.0311443 | Time: 2266.48 ms [2022-04-10 00:25:33 main:574] : INFO : Epoch 1870 | loss: 0.0311272 | val_loss: 0.0311426 | Time: 2254.78 ms [2022-04-10 00:25:35 main:574] : INFO : Epoch 1871 | loss: 0.031131 | val_loss: 0.0311458 | Time: 2237.34 ms [2022-04-10 00:25:38 main:574] : INFO : Epoch 1872 | loss: 0.0311308 | val_loss: 0.0311423 | Time: 2227.02 ms [2022-04-10 00:25:40 main:574] : INFO : Epoch 1873 | loss: 0.031129 | val_loss: 0.031142 | Time: 2252.83 ms [2022-04-10 00:25:42 main:574] : INFO : Epoch 1874 | loss: 0.0311277 | val_loss: 0.031141 | Time: 2230.31 ms [2022-04-10 00:25:44 main:574] : INFO : Epoch 1875 | loss: 0.0311292 | val_loss: 0.0311408 | Time: 2282.45 ms [2022-04-10 00:25:47 main:574] : INFO : Epoch 1876 | loss: 0.0311278 | val_loss: 0.0311446 | Time: 2233.95 ms [2022-04-10 00:25:49 main:574] : INFO : Epoch 1877 | loss: 0.0311268 | val_loss: 0.0311407 | Time: 2253.93 ms [2022-04-10 00:25:51 main:574] : INFO : Epoch 1878 | loss: 0.031126 | val_loss: 0.0311398 | Time: 2215.77 ms [2022-04-10 00:25:53 main:574] : INFO : Epoch 1879 | loss: 0.0311251 | val_loss: 0.0311392 | Time: 2267.74 ms [2022-04-10 00:25:56 main:574] : INFO : Epoch 1880 | loss: 0.0311247 | val_loss: 0.0311388 | Time: 2237.56 ms [2022-04-10 00:25:58 main:574] : INFO : Epoch 1881 | loss: 0.0311242 | val_loss: 0.031141 | Time: 2218.85 ms [2022-04-10 00:26:00 main:574] : INFO : Epoch 1882 | loss: 0.0311245 | val_loss: 0.0311384 | Time: 2291.63 ms [2022-04-10 00:26:02 main:574] : INFO : Epoch 1883 | loss: 0.0311256 | val_loss: 0.0311416 | Time: 2228.94 ms [2022-04-10 00:26:05 main:574] : INFO : Epoch 1884 | loss: 0.0311276 | val_loss: 0.0311402 | Time: 2252.73 ms [2022-04-10 00:26:07 main:574] : INFO : Epoch 1885 | loss: 0.0311287 | val_loss: 0.0311449 | Time: 2244.82 ms [2022-04-10 00:26:09 main:574] : INFO : Epoch 1886 | loss: 0.031126 | val_loss: 0.0311419 | Time: 2226.86 ms [2022-04-10 00:26:11 main:574] : INFO : Epoch 1887 | loss: 0.0311249 | val_loss: 0.0311399 | Time: 2298.62 ms [2022-04-10 00:26:14 main:574] : INFO : Epoch 1888 | loss: 0.0311243 | val_loss: 0.0311393 | Time: 2216.9 ms [2022-04-10 00:26:16 main:574] : INFO : Epoch 1889 | loss: 0.0311233 | val_loss: 0.0311388 | Time: 2231.74 ms [2022-04-10 00:26:18 main:574] : INFO : Epoch 1890 | loss: 0.0311228 | val_loss: 0.0311384 | Time: 2251.52 ms [2022-04-10 00:26:20 main:574] : INFO : Epoch 1891 | loss: 0.031122 | val_loss: 0.0311378 | Time: 2226.5 ms [2022-04-10 00:26:23 main:574] : INFO : Epoch 1892 | loss: 0.0311224 | val_loss: 0.0311409 | Time: 2242.57 ms [2022-04-10 00:26:25 main:574] : INFO : Epoch 1893 | loss: 0.0311244 | val_loss: 0.0311384 | Time: 2219.23 ms [2022-04-10 00:26:27 main:574] : INFO : Epoch 1894 | loss: 0.0311245 | val_loss: 0.0311418 | Time: 2236.92 ms [2022-04-10 00:26:29 main:574] : INFO : Epoch 1895 | loss: 0.0311244 | val_loss: 0.0311499 | Time: 2235.24 ms [2022-04-10 00:26:32 main:574] : INFO : Epoch 1896 | loss: 0.0311272 | val_loss: 0.0311428 | Time: 2256.67 ms [2022-04-10 00:26:34 main:574] : INFO : Epoch 1897 | loss: 0.0311265 | val_loss: 0.0311452 | Time: 2273.97 ms [2022-04-10 00:26:36 main:574] : INFO : Epoch 1898 | loss: 0.0311249 | val_loss: 0.0311441 | Time: 2275.99 ms [2022-04-10 00:26:38 main:574] : INFO : Epoch 1899 | loss: 0.0311252 | val_loss: 0.0311451 | Time: 2225.12 ms [2022-04-10 00:26:41 main:574] : INFO : Epoch 1900 | loss: 0.0311263 | val_loss: 0.0311428 | Time: 2244.02 ms [2022-04-10 00:26:43 main:574] : INFO : Epoch 1901 | loss: 0.031128 | val_loss: 0.0311439 | Time: 2232.24 ms [2022-04-10 00:26:45 main:574] : INFO : Epoch 1902 | loss: 0.0311255 | val_loss: 0.0311439 | Time: 2242.23 ms [2022-04-10 00:26:48 main:574] : INFO : Epoch 1903 | loss: 0.0311239 | val_loss: 0.0311434 | Time: 2256.15 ms [2022-04-10 00:26:50 main:574] : INFO : Epoch 1904 | loss: 0.0311257 | val_loss: 0.0311409 | Time: 2249.22 ms [2022-04-10 00:26:52 main:574] : INFO : Epoch 1905 | loss: 0.0311238 | val_loss: 0.0311387 | Time: 2250.31 ms [2022-04-10 00:26:54 main:574] : INFO : Epoch 1906 | loss: 0.0311215 | val_loss: 0.0311397 | Time: 2268.94 ms [2022-04-10 00:26:57 main:574] : INFO : Epoch 1907 | loss: 0.0311209 | val_loss: 0.0311416 | Time: 2299.15 ms [2022-04-10 00:26:59 main:574] : INFO : Epoch 1908 | loss: 0.0311213 | val_loss: 0.03114 | Time: 2244.47 ms [2022-04-10 00:27:01 main:574] : INFO : Epoch 1909 | loss: 0.031121 | val_loss: 0.0311405 | Time: 2234.12 ms [2022-04-10 00:27:03 main:574] : INFO : Epoch 1910 | loss: 0.0311206 | val_loss: 0.0311418 | Time: 2231.07 ms [2022-04-10 00:27:06 main:574] : INFO : Epoch 1911 | loss: 0.0311203 | val_loss: 0.0311386 | Time: 2270.56 ms [2022-04-10 00:27:08 main:574] : INFO : Epoch 1912 | loss: 0.0311192 | val_loss: 0.0311425 | Time: 2233.47 ms [2022-04-10 00:27:10 main:574] : INFO : Epoch 1913 | loss: 0.0311202 | val_loss: 0.0311427 | Time: 2241.26 ms [2022-04-10 00:27:12 main:574] : INFO : Epoch 1914 | loss: 0.0311205 | val_loss: 0.0311381 | Time: 2245.89 ms [2022-04-10 00:27:15 main:574] : INFO : Epoch 1915 | loss: 0.0311196 | val_loss: 0.0311375 | Time: 2210.32 ms [2022-04-10 00:27:17 main:574] : INFO : Epoch 1916 | loss: 0.0311218 | val_loss: 0.0311391 | Time: 2259.19 ms [2022-04-10 00:27:19 main:574] : INFO : Epoch 1917 | loss: 0.031121 | val_loss: 0.0311417 | Time: 2270.04 ms [2022-04-10 00:27:21 main:574] : INFO : Epoch 1918 | loss: 0.0311203 | val_loss: 0.0311396 | Time: 2256.95 ms [2022-04-10 00:27:24 main:574] : INFO : Epoch 1919 | loss: 0.0311212 | val_loss: 0.0311396 | Time: 2256.45 ms [2022-04-10 00:27:26 main:574] : INFO : Epoch 1920 | loss: 0.0311201 | val_loss: 0.031139 | Time: 2276.95 ms [2022-04-10 00:27:28 main:574] : INFO : Epoch 1921 | loss: 0.0311185 | val_loss: 0.0311417 | Time: 2260.41 ms [2022-04-10 00:27:31 main:574] : INFO : Epoch 1922 | loss: 0.0311181 | val_loss: 0.0311388 | Time: 2246.38 ms [2022-04-10 00:27:33 main:574] : INFO : Epoch 1923 | loss: 0.0311188 | val_loss: 0.0311407 | Time: 2275.54 ms [2022-04-10 00:27:35 main:574] : INFO : Epoch 1924 | loss: 0.0311185 | val_loss: 0.0311387 | Time: 2260.7 ms [2022-04-10 00:27:37 main:574] : INFO : Epoch 1925 | loss: 0.0311169 | val_loss: 0.0311427 | Time: 2255.89 ms [2022-04-10 00:27:40 main:574] : INFO : Epoch 1926 | loss: 0.0311176 | val_loss: 0.0311408 | Time: 2245.33 ms [2022-04-10 00:27:42 main:574] : INFO : Epoch 1927 | loss: 0.03112 | val_loss: 0.0311399 | Time: 2288.07 ms [2022-04-10 00:27:44 main:574] : INFO : Epoch 1928 | loss: 0.0311238 | val_loss: 0.0311416 | Time: 2259.39 ms [2022-04-10 00:27:46 main:574] : INFO : Epoch 1929 | loss: 0.0311207 | val_loss: 0.0311408 | Time: 2243.21 ms [2022-04-10 00:27:49 main:574] : INFO : Epoch 1930 | loss: 0.0311169 | val_loss: 0.0311409 | Time: 2292.37 ms [2022-04-10 00:27:51 main:574] : INFO : Epoch 1931 | loss: 0.0311172 | val_loss: 0.0311418 | Time: 2278.23 ms [2022-04-10 00:27:53 main:574] : INFO : Epoch 1932 | loss: 0.0311181 | val_loss: 0.0311449 | Time: 2258.7 ms [2022-04-10 00:27:56 main:574] : INFO : Epoch 1933 | loss: 0.0311181 | val_loss: 0.0311404 | Time: 2264.28 ms [2022-04-10 00:27:58 main:574] : INFO : Epoch 1934 | loss: 0.0311164 | val_loss: 0.0311396 | Time: 2240.67 ms [2022-04-10 00:28:00 main:574] : INFO : Epoch 1935 | loss: 0.031116 | val_loss: 0.0311392 | Time: 2253.34 ms [2022-04-10 00:28:02 main:574] : INFO : Epoch 1936 | loss: 0.0311184 | val_loss: 0.0311435 | Time: 2290.26 ms [2022-04-10 00:28:05 main:574] : INFO : Epoch 1937 | loss: 0.0311224 | val_loss: 0.0311383 | Time: 2283.62 ms [2022-04-10 00:28:07 main:574] : INFO : Epoch 1938 | loss: 0.031121 | val_loss: 0.0311373 | Time: 2281.4 ms [2022-04-10 00:28:09 main:574] : INFO : Epoch 1939 | loss: 0.0311213 | val_loss: 0.0311381 | Time: 2246.27 ms [2022-04-10 00:28:12 main:574] : INFO : Epoch 1940 | loss: 0.0311231 | val_loss: 0.0311393 | Time: 2235.74 ms [2022-04-10 00:28:14 main:574] : INFO : Epoch 1941 | loss: 0.0311232 | val_loss: 0.0311366 | Time: 2233.07 ms [2022-04-10 00:28:16 main:574] : INFO : Epoch 1942 | loss: 0.0311225 | val_loss: 0.0311382 | Time: 2242.03 ms [2022-04-10 00:28:18 main:574] : INFO : Epoch 1943 | loss: 0.031121 | val_loss: 0.0311381 | Time: 2245.43 ms [2022-04-10 00:28:21 main:574] : INFO : Epoch 1944 | loss: 0.0311227 | val_loss: 0.0311346 | Time: 2272.45 ms [2022-04-10 00:28:23 main:574] : INFO : Epoch 1945 | loss: 0.0311203 | val_loss: 0.0311362 | Time: 2236.59 ms [2022-04-10 00:28:25 main:574] : INFO : Epoch 1946 | loss: 0.0311196 | val_loss: 0.0311342 | Time: 2306.39 ms [2022-04-10 00:28:27 main:574] : INFO : Epoch 1947 | loss: 0.0311184 | val_loss: 0.0311339 | Time: 2235.14 ms [2022-04-10 00:28:30 main:574] : INFO : Epoch 1948 | loss: 0.0311183 | val_loss: 0.0311363 | Time: 2245.33 ms [2022-04-10 00:28:32 main:574] : INFO : Epoch 1949 | loss: 0.0311194 | val_loss: 0.0311353 | Time: 2242.39 ms [2022-04-10 00:28:34 main:574] : INFO : Epoch 1950 | loss: 0.0311182 | val_loss: 0.0311345 | Time: 2275.23 ms [2022-04-10 00:28:36 main:574] : INFO : Epoch 1951 | loss: 0.0311188 | val_loss: 0.0311352 | Time: 2233.82 ms [2022-04-10 00:28:39 main:574] : INFO : Epoch 1952 | loss: 0.0311193 | val_loss: 0.0311357 | Time: 2283.61 ms [2022-04-10 00:28:41 main:574] : INFO : Epoch 1953 | loss: 0.0311215 | val_loss: 0.0311385 | Time: 2199.57 ms [2022-04-10 00:28:43 main:574] : INFO : Epoch 1954 | loss: 0.0311198 | val_loss: 0.0311341 | Time: 2254.9 ms [2022-04-10 00:28:46 main:574] : INFO : Epoch 1955 | loss: 0.0311223 | val_loss: 0.0311361 | Time: 2249.32 ms [2022-04-10 00:28:48 main:574] : INFO : Epoch 1956 | loss: 0.0311227 | val_loss: 0.0311369 | Time: 2256.9 ms [2022-04-10 00:28:50 main:574] : INFO : Epoch 1957 | loss: 0.0311196 | val_loss: 0.0311377 | Time: 2260.37 ms [2022-04-10 00:28:52 main:574] : INFO : Epoch 1958 | loss: 0.0311197 | val_loss: 0.031139 | Time: 2248.84 ms [2022-04-10 00:28:55 main:574] : INFO : Epoch 1959 | loss: 0.0311193 | val_loss: 0.0311359 | Time: 2244.49 ms [2022-04-10 00:28:57 main:574] : INFO : Epoch 1960 | loss: 0.0311189 | val_loss: 0.0311407 | Time: 2278.67 ms [2022-04-10 00:28:59 main:574] : INFO : Epoch 1961 | loss: 0.0311198 | val_loss: 0.0311349 | Time: 2306.78 ms [2022-04-10 00:29:01 main:574] : INFO : Epoch 1962 | loss: 0.0311186 | val_loss: 0.0311348 | Time: 2249.16 ms [2022-04-10 00:29:04 main:574] : INFO : Epoch 1963 | loss: 0.0311176 | val_loss: 0.0311362 | Time: 2242 ms [2022-04-10 00:29:06 main:574] : INFO : Epoch 1964 | loss: 0.0311169 | val_loss: 0.0311365 | Time: 2288.39 ms [2022-04-10 00:29:08 main:574] : INFO : Epoch 1965 | loss: 0.0311163 | val_loss: 0.0311387 | Time: 2234.81 ms [2022-04-10 00:29:11 main:574] : INFO : Epoch 1966 | loss: 0.0311196 | val_loss: 0.0311415 | Time: 2268.44 ms [2022-04-10 00:29:13 main:574] : INFO : Epoch 1967 | loss: 0.0311209 | val_loss: 0.031139 | Time: 2303.4 ms [2022-04-10 00:29:15 main:574] : INFO : Epoch 1968 | loss: 0.0311168 | val_loss: 0.031136 | Time: 2257.51 ms [2022-04-10 00:29:17 main:574] : INFO : Epoch 1969 | loss: 0.0311189 | val_loss: 0.0311474 | Time: 2260.76 ms [2022-04-10 00:29:20 main:574] : INFO : Epoch 1970 | loss: 0.0311206 | val_loss: 0.0311377 | Time: 2311.93 ms [2022-04-10 00:29:22 main:574] : INFO : Epoch 1971 | loss: 0.0311188 | val_loss: 0.0311424 | Time: 2289.74 ms [2022-04-10 00:29:24 main:574] : INFO : Epoch 1972 | loss: 0.0311164 | val_loss: 0.0311388 | Time: 2188.4 ms [2022-04-10 00:29:27 main:574] : INFO : Epoch 1973 | loss: 0.0311165 | val_loss: 0.0311416 | Time: 2278.39 ms [2022-04-10 00:29:29 main:574] : INFO : Epoch 1974 | loss: 0.0311166 | val_loss: 0.0311406 | Time: 2285.22 ms [2022-04-10 00:29:31 main:574] : INFO : Epoch 1975 | loss: 0.0311144 | val_loss: 0.0311405 | Time: 2283.99 ms [2022-04-10 00:29:33 main:574] : INFO : Epoch 1976 | loss: 0.0311149 | val_loss: 0.0311395 | Time: 2261.75 ms [2022-04-10 00:29:36 main:574] : INFO : Epoch 1977 | loss: 0.0311143 | val_loss: 0.0311378 | Time: 2235.27 ms [2022-04-10 00:29:38 main:574] : INFO : Epoch 1978 | loss: 0.0311191 | val_loss: 0.0311388 | Time: 2277.85 ms [2022-04-10 00:29:40 main:574] : INFO : Epoch 1979 | loss: 0.0311184 | val_loss: 0.0311372 | Time: 2232.44 ms [2022-04-10 00:29:42 main:574] : INFO : Epoch 1980 | loss: 0.0311183 | val_loss: 0.0311457 | Time: 2234.79 ms [2022-04-10 00:29:45 main:574] : INFO : Epoch 1981 | loss: 0.0311186 | val_loss: 0.0311425 | Time: 2279.4 ms [2022-04-10 00:29:47 main:574] : INFO : Epoch 1982 | loss: 0.0311175 | val_loss: 0.0311395 | Time: 2252.8 ms [2022-04-10 00:29:49 main:574] : INFO : Epoch 1983 | loss: 0.0311149 | val_loss: 0.031141 | Time: 2240.55 ms [2022-04-10 00:29:51 main:574] : INFO : Epoch 1984 | loss: 0.0311149 | val_loss: 0.0311407 | Time: 2241.81 ms [2022-04-10 00:29:54 main:574] : INFO : Epoch 1985 | loss: 0.0311146 | val_loss: 0.0311408 | Time: 2246.55 ms [2022-04-10 00:29:56 main:574] : INFO : Epoch 1986 | loss: 0.0311159 | val_loss: 0.0311364 | Time: 2267.58 ms [2022-04-10 00:29:58 main:574] : INFO : Epoch 1987 | loss: 0.0311135 | val_loss: 0.0311396 | Time: 2261.41 ms [2022-04-10 00:30:01 main:574] : INFO : Epoch 1988 | loss: 0.0311147 | val_loss: 0.0311405 | Time: 2242.6 ms [2022-04-10 00:30:03 main:574] : INFO : Epoch 1989 | loss: 0.0311145 | val_loss: 0.0311371 | Time: 2263.52 ms [2022-04-10 00:30:05 main:574] : INFO : Epoch 1990 | loss: 0.0311145 | val_loss: 0.0311363 | Time: 2270.67 ms [2022-04-10 00:30:07 main:574] : INFO : Epoch 1991 | loss: 0.0311159 | val_loss: 0.0311419 | Time: 2256.19 ms [2022-04-10 00:30:10 main:574] : INFO : Epoch 1992 | loss: 0.0311179 | val_loss: 0.0311406 | Time: 2259.8 ms [2022-04-10 00:30:12 main:574] : INFO : Epoch 1993 | loss: 0.0311163 | val_loss: 0.0311415 | Time: 2229.53 ms [2022-04-10 00:30:14 main:574] : INFO : Epoch 1994 | loss: 0.0311153 | val_loss: 0.0311413 | Time: 2265.03 ms [2022-04-10 00:30:16 main:574] : INFO : Epoch 1995 | loss: 0.0311163 | val_loss: 0.0311362 | Time: 2278.12 ms [2022-04-10 00:30:19 main:574] : INFO : Epoch 1996 | loss: 0.0311169 | val_loss: 0.03114 | Time: 2260.67 ms [2022-04-10 00:30:21 main:574] : INFO : Epoch 1997 | loss: 0.0311168 | val_loss: 0.0311412 | Time: 2230.17 ms [2022-04-10 00:30:23 main:574] : INFO : Epoch 1998 | loss: 0.0311146 | val_loss: 0.0311391 | Time: 2246.55 ms [2022-04-10 00:30:25 main:574] : INFO : Epoch 1999 | loss: 0.031115 | val_loss: 0.0311358 | Time: 2267.48 ms [2022-04-10 00:30:28 main:574] : INFO : Epoch 2000 | loss: 0.0311133 | val_loss: 0.031148 | Time: 2249.32 ms [2022-04-10 00:30:30 main:574] : INFO : Epoch 2001 | loss: 0.0311138 | val_loss: 0.0311406 | Time: 2244.49 ms [2022-04-10 00:30:32 main:574] : INFO : Epoch 2002 | loss: 0.0311154 | val_loss: 0.0311384 | Time: 2272.02 ms [2022-04-10 00:30:35 main:574] : INFO : Epoch 2003 | loss: 0.031116 | val_loss: 0.0311398 | Time: 2276.18 ms [2022-04-10 00:30:37 main:574] : INFO : Epoch 2004 | loss: 0.0311176 | val_loss: 0.0311361 | Time: 2247.02 ms [2022-04-10 00:30:39 main:574] : INFO : Epoch 2005 | loss: 0.031118 | val_loss: 0.0311376 | Time: 2240.62 ms [2022-04-10 00:30:41 main:574] : INFO : Epoch 2006 | loss: 0.0311161 | val_loss: 0.031141 | Time: 2223.88 ms [2022-04-10 00:30:44 main:574] : INFO : Epoch 2007 | loss: 0.0311174 | val_loss: 0.0311358 | Time: 2252.2 ms [2022-04-10 00:30:46 main:574] : INFO : Epoch 2008 | loss: 0.0311175 | val_loss: 0.0311365 | Time: 2285.33 ms [2022-04-10 00:30:48 main:574] : INFO : Epoch 2009 | loss: 0.0311175 | val_loss: 0.0311412 | Time: 2255.39 ms [2022-04-10 00:30:50 main:574] : INFO : Epoch 2010 | loss: 0.0311194 | val_loss: 0.0311442 | Time: 2245.07 ms [2022-04-10 00:30:53 main:574] : INFO : Epoch 2011 | loss: 0.0311181 | val_loss: 0.0311388 | Time: 2230.97 ms [2022-04-10 00:30:55 main:574] : INFO : Epoch 2012 | loss: 0.0311201 | val_loss: 0.0311437 | Time: 2265.52 ms [2022-04-10 00:30:57 main:574] : INFO : Epoch 2013 | loss: 0.03112 | val_loss: 0.031143 | Time: 2287.69 ms [2022-04-10 00:30:59 main:574] : INFO : Epoch 2014 | loss: 0.0311201 | val_loss: 0.0311388 | Time: 2251.94 ms [2022-04-10 00:31:02 main:574] : INFO : Epoch 2015 | loss: 0.0311187 | val_loss: 0.0311431 | Time: 2303.99 ms [2022-04-10 00:31:04 main:574] : INFO : Epoch 2016 | loss: 0.0311263 | val_loss: 0.0311418 | Time: 2258 ms [2022-04-10 00:31:06 main:574] : INFO : Epoch 2017 | loss: 0.0311231 | val_loss: 0.0311389 | Time: 2268.46 ms [2022-04-10 00:31:09 main:574] : INFO : Epoch 2018 | loss: 0.0311187 | val_loss: 0.0311423 | Time: 2269.03 ms [2022-04-10 00:31:11 main:574] : INFO : Epoch 2019 | loss: 0.0311203 | val_loss: 0.0311384 | Time: 2304.27 ms [2022-04-10 00:31:13 main:574] : INFO : Epoch 2020 | loss: 0.0311187 | val_loss: 0.0311373 | Time: 2244.44 ms [2022-04-10 00:31:15 main:574] : INFO : Epoch 2021 | loss: 0.0311184 | val_loss: 0.0311446 | Time: 2244.35 ms [2022-04-10 00:31:18 main:574] : INFO : Epoch 2022 | loss: 0.0311215 | val_loss: 0.0311374 | Time: 2190.68 ms [2022-04-10 00:31:20 main:574] : INFO : Epoch 2023 | loss: 0.0311195 | val_loss: 0.0311444 | Time: 2418.16 ms [2022-04-10 00:31:22 main:574] : INFO : Epoch 2024 | loss: 0.031123 | val_loss: 0.0311424 | Time: 2242.93 ms [2022-04-10 00:31:25 main:574] : INFO : Epoch 2025 | loss: 0.0311235 | val_loss: 0.0311447 | Time: 2245.09 ms [2022-04-10 00:31:27 main:574] : INFO : Epoch 2026 | loss: 0.0311215 | val_loss: 0.0311432 | Time: 2246.1 ms [2022-04-10 00:31:29 main:574] : INFO : Epoch 2027 | loss: 0.0311189 | val_loss: 0.0311432 | Time: 2292.36 ms [2022-04-10 00:31:32 main:574] : INFO : Epoch 2028 | loss: 0.031119 | val_loss: 0.0311408 | Time: 2346.89 ms [2022-04-10 00:31:34 main:574] : INFO : Epoch 2029 | loss: 0.031128 | val_loss: 0.0311508 | Time: 2252.06 ms [2022-04-10 00:31:36 main:574] : INFO : Epoch 2030 | loss: 0.0311265 | val_loss: 0.0311381 | Time: 2297.96 ms [2022-04-10 00:31:38 main:574] : INFO : Epoch 2031 | loss: 0.0311207 | val_loss: 0.0311369 | Time: 2262.33 ms [2022-04-10 00:31:41 main:574] : INFO : Epoch 2032 | loss: 0.0311194 | val_loss: 0.0311401 | Time: 2244.93 ms [2022-04-10 00:31:43 main:574] : INFO : Epoch 2033 | loss: 0.0311203 | val_loss: 0.0311454 | Time: 2264.69 ms [2022-04-10 00:31:45 main:574] : INFO : Epoch 2034 | loss: 0.0311182 | val_loss: 0.0311409 | Time: 2321.43 ms [2022-04-10 00:31:48 main:574] : INFO : Epoch 2035 | loss: 0.0311185 | val_loss: 0.0311385 | Time: 2311.85 ms [2022-04-10 00:31:50 main:574] : INFO : Epoch 2036 | loss: 0.0311195 | val_loss: 0.0311449 | Time: 2278.79 ms [2022-04-10 00:31:52 main:574] : INFO : Epoch 2037 | loss: 0.0311192 | val_loss: 0.0311386 | Time: 2283.05 ms [2022-04-10 00:31:54 main:574] : INFO : Epoch 2038 | loss: 0.0311165 | val_loss: 0.0311379 | Time: 2264.17 ms [2022-04-10 00:31:57 main:574] : INFO : Epoch 2039 | loss: 0.0311203 | val_loss: 0.0311363 | Time: 2247.97 ms [2022-04-10 00:31:59 main:574] : INFO : Epoch 2040 | loss: 0.0311214 | val_loss: 0.0311376 | Time: 2216.01 ms [2022-04-10 00:32:01 main:574] : INFO : Epoch 2041 | loss: 0.0311186 | val_loss: 0.0311344 | Time: 2232.36 ms [2022-04-10 00:32:03 main:574] : INFO : Epoch 2042 | loss: 0.0311186 | val_loss: 0.0311335 | Time: 2215.94 ms [2022-04-10 00:32:06 main:574] : INFO : Epoch 2043 | loss: 0.0311187 | val_loss: 0.0311397 | Time: 2197.95 ms [2022-04-10 00:32:08 main:574] : INFO : Epoch 2044 | loss: 0.0311183 | val_loss: 0.0311348 | Time: 2255.16 ms [2022-04-10 00:32:10 main:574] : INFO : Epoch 2045 | loss: 0.0311173 | val_loss: 0.0311352 | Time: 2227.86 ms [2022-04-10 00:32:12 main:574] : INFO : Epoch 2046 | loss: 0.0311163 | val_loss: 0.0311313 | Time: 2269.14 ms [2022-04-10 00:32:15 main:574] : INFO : Epoch 2047 | loss: 0.0311165 | val_loss: 0.0311335 | Time: 2276.32 ms [2022-04-10 00:32:17 main:574] : INFO : Epoch 2048 | loss: 0.0311175 | val_loss: 0.0311363 | Time: 2244.52 ms [2022-04-10 00:32:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311363 [2022-04-10 00:32:17 main:603] : INFO : Saving end state to config to file [2022-04-10 00:32:17 main:608] : INFO : Success, exiting.. 00:32:17 (19692): 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)