Task 4466924
| Name | ParityModified-1612735073-25667-2_2 |
| Workunit | 2300452 |
| Created | 17 Mar 2021, 20:20:11 UTC |
| Sent | 17 Mar 2021, 20:48:01 UTC |
| Report deadline | 24 Mar 2021, 20:48:01 UTC |
| Received | 18 Mar 2021, 4:01:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 1 hours 20 min 54 sec |
| CPU time | 1 hours 18 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311385 | val_loss: 0.0311644 | Time: 2378.97 ms [2021-03-18 04:41:24 main:574] : INFO : Epoch 1543 | loss: 0.0311378 | val_loss: 0.0311605 | Time: 2411.46 ms [2021-03-18 04:41:26 main:574] : INFO : Epoch 1544 | loss: 0.031137 | val_loss: 0.0311646 | Time: 2386.68 ms [2021-03-18 04:41:28 main:574] : INFO : Epoch 1545 | loss: 0.031137 | val_loss: 0.0311572 | Time: 2347.95 ms [2021-03-18 04:41:31 main:574] : INFO : Epoch 1546 | loss: 0.0311358 | val_loss: 0.0311564 | Time: 2370.17 ms [2021-03-18 04:41:33 main:574] : INFO : Epoch 1547 | loss: 0.0311355 | val_loss: 0.0311603 | Time: 2347.25 ms [2021-03-18 04:41:35 main:574] : INFO : Epoch 1548 | loss: 0.0311329 | val_loss: 0.031159 | Time: 2437.58 ms [2021-03-18 04:41:38 main:574] : INFO : Epoch 1549 | loss: 0.0311345 | val_loss: 0.0311617 | Time: 2368.51 ms [2021-03-18 04:41:40 main:574] : INFO : Epoch 1550 | loss: 0.0311353 | val_loss: 0.0311587 | Time: 2353.92 ms [2021-03-18 04:41:43 main:574] : INFO : Epoch 1551 | loss: 0.0311339 | val_loss: 0.0311531 | Time: 2330.32 ms [2021-03-18 04:41:45 main:574] : INFO : Epoch 1552 | loss: 0.031132 | val_loss: 0.0311542 | Time: 2404.94 ms [2021-03-18 04:41:47 main:574] : INFO : Epoch 1553 | loss: 0.0311296 | val_loss: 0.0311576 | Time: 2368.94 ms [2021-03-18 04:41:50 main:574] : INFO : Epoch 1554 | loss: 0.0311327 | val_loss: 0.0311537 | Time: 2384.43 ms [2021-03-18 04:41:52 main:574] : INFO : Epoch 1555 | loss: 0.0311346 | val_loss: 0.0311596 | Time: 2384.49 ms [2021-03-18 04:41:55 main:574] : INFO : Epoch 1556 | loss: 0.0311348 | val_loss: 0.0311562 | Time: 2422.52 ms [2021-03-18 04:41:57 main:574] : INFO : Epoch 1557 | loss: 0.0311325 | val_loss: 0.0311636 | Time: 2383.16 ms [2021-03-18 04:41:59 main:574] : INFO : Epoch 1558 | loss: 0.0311339 | val_loss: 0.0311601 | Time: 2365.4 ms [2021-03-18 04:42:02 main:574] : INFO : Epoch 1559 | loss: 0.0311334 | val_loss: 0.0311611 | Time: 2340.38 ms [2021-03-18 04:42:04 main:574] : INFO : Epoch 1560 | loss: 0.0311335 | val_loss: 0.0311541 | Time: 2314.95 ms [2021-03-18 04:42:06 main:574] : INFO : Epoch 1561 | loss: 0.0311337 | val_loss: 0.0311557 | Time: 2377.22 ms [2021-03-18 04:42:09 main:574] : INFO : Epoch 1562 | loss: 0.0311315 | val_loss: 0.0311542 | Time: 2284.15 ms [2021-03-18 04:42:11 main:574] : INFO : Epoch 1563 | loss: 0.031132 | val_loss: 0.0311575 | Time: 2308.18 ms [2021-03-18 04:42:13 main:574] : INFO : Epoch 1564 | loss: 0.0311339 | val_loss: 0.0311543 | Time: 2286.53 ms [2021-03-18 04:42:16 main:574] : INFO : Epoch 1565 | loss: 0.0311348 | val_loss: 0.0311511 | Time: 2395.31 ms [2021-03-18 04:42:18 main:574] : INFO : Epoch 1566 | loss: 0.0311388 | val_loss: 0.0311594 | Time: 2404.46 ms [2021-03-18 04:42:21 main:574] : INFO : Epoch 1567 | loss: 0.0311366 | val_loss: 0.0311626 | Time: 2373.6 ms [2021-03-18 04:42:23 main:574] : INFO : Epoch 1568 | loss: 0.0311335 | val_loss: 0.0311539 | Time: 2338.67 ms [2021-03-18 04:42:25 main:574] : INFO : Epoch 1569 | loss: 0.0311321 | val_loss: 0.0311471 | Time: 2308.03 ms [2021-03-18 04:42:28 main:574] : INFO : Epoch 1570 | loss: 0.0311328 | val_loss: 0.0311498 | Time: 2310.43 ms [2021-03-18 04:42:30 main:574] : INFO : Epoch 1571 | loss: 0.0311311 | val_loss: 0.0311515 | Time: 2276.64 ms [2021-03-18 04:42:32 main:574] : INFO : Epoch 1572 | loss: 0.0311285 | val_loss: 0.0311512 | Time: 2299.7 ms [2021-03-18 04:42:35 main:574] : INFO : Epoch 1573 | loss: 0.0311299 | val_loss: 0.0311571 | Time: 2298.81 ms [2021-03-18 04:42:37 main:574] : INFO : Epoch 1574 | loss: 0.0311279 | val_loss: 0.0311529 | Time: 2327.08 ms [2021-03-18 04:42:39 main:574] : INFO : Epoch 1575 | loss: 0.0311314 | val_loss: 0.0311555 | Time: 2280.8 ms [2021-03-18 04:42:42 main:574] : INFO : Epoch 1576 | loss: 0.0311301 | val_loss: 0.0311492 | Time: 2329.16 ms [2021-03-18 04:42:44 main:574] : INFO : Epoch 1577 | loss: 0.0311291 | val_loss: 0.0311575 | Time: 2311.87 ms [2021-03-18 04:42:46 main:574] : INFO : Epoch 1578 | loss: 0.0311301 | val_loss: 0.0311511 | Time: 2285.27 ms [2021-03-18 04:42:48 main:574] : INFO : Epoch 1579 | loss: 0.0311271 | val_loss: 0.0311567 | Time: 2312.6 ms [2021-03-18 04:42:51 main:574] : INFO : Epoch 1580 | loss: 0.0311284 | val_loss: 0.0311527 | Time: 2294.73 ms [2021-03-18 04:42:53 main:574] : INFO : Epoch 1581 | loss: 0.0311319 | val_loss: 0.0311506 | Time: 2307.36 ms [2021-03-18 04:42:55 main:574] : INFO : Epoch 1582 | loss: 0.0311349 | val_loss: 0.0311503 | Time: 2298.5 ms [2021-03-18 04:42:58 main:574] : INFO : Epoch 1583 | loss: 0.0311372 | val_loss: 0.0311522 | Time: 2274.9 ms [2021-03-18 04:43:00 main:574] : INFO : Epoch 1584 | loss: 0.031135 | val_loss: 0.0311513 | Time: 2385.94 ms [2021-03-18 04:43:03 main:574] : INFO : Epoch 1585 | loss: 0.031134 | val_loss: 0.0311505 | Time: 2608.36 ms [2021-03-18 04:43:05 main:574] : INFO : Epoch 1586 | loss: 0.0311374 | val_loss: 0.0311488 | Time: 2305.55 ms [2021-03-18 04:43:07 main:574] : INFO : Epoch 1587 | loss: 0.0311391 | val_loss: 0.0311563 | Time: 2301.35 ms [2021-03-18 04:43:10 main:574] : INFO : Epoch 1588 | loss: 0.0311387 | val_loss: 0.0311508 | Time: 2314.26 ms [2021-03-18 04:43:12 main:574] : INFO : Epoch 1589 | loss: 0.0311347 | val_loss: 0.0311532 | Time: 2352.92 ms [2021-03-18 04:43:14 main:574] : INFO : Epoch 1590 | loss: 0.0311331 | val_loss: 0.031153 | Time: 2378.66 ms [2021-03-18 04:43:17 main:574] : INFO : Epoch 1591 | loss: 0.0311305 | val_loss: 0.0311549 | Time: 2753.19 ms [2021-03-18 04:43:20 main:574] : INFO : Epoch 1592 | loss: 0.0311338 | val_loss: 0.0311554 | Time: 2606.68 ms [2021-03-18 04:43:22 main:574] : INFO : Epoch 1593 | loss: 0.0311335 | val_loss: 0.0311511 | Time: 2404.97 ms [2021-03-18 04:43:25 main:574] : INFO : Epoch 1594 | loss: 0.031135 | val_loss: 0.0311545 | Time: 2358.82 ms [2021-03-18 04:43:27 main:574] : INFO : Epoch 1595 | loss: 0.0311309 | val_loss: 0.031153 | Time: 2430.74 ms [2021-03-18 04:43:29 main:574] : INFO : Epoch 1596 | loss: 0.0311301 | val_loss: 0.0311497 | Time: 2344.7 ms [2021-03-18 04:43:32 main:574] : INFO : Epoch 1597 | loss: 0.0311288 | val_loss: 0.0311481 | Time: 2331.3 ms [2021-03-18 04:43:34 main:574] : INFO : Epoch 1598 | loss: 0.0311272 | val_loss: 0.0311507 | Time: 2317.73 ms [2021-03-18 04:43:36 main:574] : INFO : Epoch 1599 | loss: 0.0311257 | val_loss: 0.0311555 | Time: 2309.73 ms [2021-03-18 04:43:39 main:574] : INFO : Epoch 1600 | loss: 0.0311261 | val_loss: 0.0311534 | Time: 2338.6 ms [2021-03-18 04:43:41 main:574] : INFO : Epoch 1601 | loss: 0.0311296 | val_loss: 0.0311573 | Time: 2334.08 ms [2021-03-18 04:43:43 main:574] : INFO : Epoch 1602 | loss: 0.0311298 | val_loss: 0.0311529 | Time: 2294.55 ms [2021-03-18 04:43:46 main:574] : INFO : Epoch 1603 | loss: 0.0311284 | val_loss: 0.0311522 | Time: 2267.62 ms [2021-03-18 04:43:48 main:574] : INFO : Epoch 1604 | loss: 0.0311305 | val_loss: 0.0311556 | Time: 2320.59 ms [2021-03-18 04:43:50 main:574] : INFO : Epoch 1605 | loss: 0.0311297 | val_loss: 0.0311543 | Time: 2317.55 ms [2021-03-18 04:43:53 main:574] : INFO : Epoch 1606 | loss: 0.031129 | val_loss: 0.0311563 | Time: 2461.06 ms [2021-03-18 04:43:55 main:574] : INFO : Epoch 1607 | loss: 0.03113 | val_loss: 0.0311549 | Time: 2409.07 ms [2021-03-18 04:43:58 main:574] : INFO : Epoch 1608 | loss: 0.0311302 | val_loss: 0.0311547 | Time: 2418.04 ms [2021-03-18 04:44:00 main:574] : INFO : Epoch 1609 | loss: 0.0311464 | val_loss: 0.0311543 | Time: 2424.56 ms [2021-03-18 04:44:02 main:574] : INFO : Epoch 1610 | loss: 0.0311403 | val_loss: 0.0311538 | Time: 2320.96 ms [2021-03-18 04:44:05 main:574] : INFO : Epoch 1611 | loss: 0.0311409 | val_loss: 0.0311592 | Time: 2288.54 ms [2021-03-18 04:44:07 main:574] : INFO : Epoch 1612 | loss: 0.031153 | val_loss: 0.0311654 | Time: 2292.97 ms [2021-03-18 04:44:09 main:574] : INFO : Epoch 1613 | loss: 0.0311585 | val_loss: 0.0311774 | Time: 2348.98 ms [2021-03-18 04:44:12 main:574] : INFO : Epoch 1614 | loss: 0.0311585 | val_loss: 0.0311638 | Time: 2303.31 ms [2021-03-18 04:44:14 main:574] : INFO : Epoch 1615 | loss: 0.0311533 | val_loss: 0.0311635 | Time: 2316.29 ms [2021-03-18 04:44:16 main:574] : INFO : Epoch 1616 | loss: 0.0311496 | val_loss: 0.0311575 | Time: 2340.01 ms [2021-03-18 04:44:19 main:574] : INFO : Epoch 1617 | loss: 0.0311479 | val_loss: 0.0311579 | Time: 2322.84 ms [2021-03-18 04:44:21 main:574] : INFO : Epoch 1618 | loss: 0.031145 | val_loss: 0.0311543 | Time: 2322.18 ms [2021-03-18 04:44:23 main:574] : INFO : Epoch 1619 | loss: 0.0311428 | val_loss: 0.0311544 | Time: 2283.65 ms [2021-03-18 04:44:26 main:574] : INFO : Epoch 1620 | loss: 0.0311453 | val_loss: 0.0311563 | Time: 2266.42 ms [2021-03-18 04:44:28 main:574] : INFO : Epoch 1621 | loss: 0.0311424 | val_loss: 0.0311551 | Time: 2290.47 ms [2021-03-18 04:44:30 main:574] : INFO : Epoch 1622 | loss: 0.0311402 | val_loss: 0.0311571 | Time: 2314.93 ms [2021-03-18 04:44:33 main:574] : INFO : Epoch 1623 | loss: 0.0311375 | val_loss: 0.0311574 | Time: 2304.11 ms [2021-03-18 04:44:35 main:574] : INFO : Epoch 1624 | loss: 0.0311365 | val_loss: 0.0311614 | Time: 2308.15 ms [2021-03-18 04:44:37 main:574] : INFO : Epoch 1625 | loss: 0.0311372 | val_loss: 0.0311544 | Time: 2298.37 ms [2021-03-18 04:44:40 main:574] : INFO : Epoch 1626 | loss: 0.031136 | val_loss: 0.0311569 | Time: 2344.42 ms [2021-03-18 04:44:42 main:574] : INFO : Epoch 1627 | loss: 0.0311359 | val_loss: 0.0311598 | Time: 2348.56 ms [2021-03-18 04:44:44 main:574] : INFO : Epoch 1628 | loss: 0.0311356 | val_loss: 0.031155 | Time: 2339.37 ms [2021-03-18 04:44:47 main:574] : INFO : Epoch 1629 | loss: 0.031135 | val_loss: 0.0311509 | Time: 2332.28 ms [2021-03-18 04:44:49 main:574] : INFO : Epoch 1630 | loss: 0.0311317 | val_loss: 0.0311527 | Time: 2385.74 ms [2021-03-18 04:44:51 main:574] : INFO : Epoch 1631 | loss: 0.0311351 | val_loss: 0.0311528 | Time: 2351.81 ms [2021-03-18 04:44:54 main:574] : INFO : Epoch 1632 | loss: 0.031134 | val_loss: 0.0311509 | Time: 2389.34 ms [2021-03-18 04:44:56 main:574] : INFO : Epoch 1633 | loss: 0.0311321 | val_loss: 0.0311528 | Time: 2329.68 ms [2021-03-18 04:44:59 main:574] : INFO : Epoch 1634 | loss: 0.0311334 | val_loss: 0.0311526 | Time: 2381.43 ms [2021-03-18 04:45:01 main:574] : INFO : Epoch 1635 | loss: 0.031132 | val_loss: 0.0311558 | Time: 2306.73 ms [2021-03-18 04:45:03 main:574] : INFO : Epoch 1636 | loss: 0.0311302 | val_loss: 0.0311531 | Time: 2306.79 ms [2021-03-18 04:45:06 main:574] : INFO : Epoch 1637 | loss: 0.0311308 | val_loss: 0.0311577 | Time: 2375.07 ms [2021-03-18 04:45:08 main:574] : INFO : Epoch 1638 | loss: 0.0311313 | val_loss: 0.0311556 | Time: 2322.24 ms [2021-03-18 04:45:10 main:574] : INFO : Epoch 1639 | loss: 0.0311304 | val_loss: 0.0311542 | Time: 2321.75 ms [2021-03-18 04:45:13 main:574] : INFO : Epoch 1640 | loss: 0.0311308 | val_loss: 0.0311548 | Time: 2356.85 ms [2021-03-18 04:45:15 main:574] : INFO : Epoch 1641 | loss: 0.0311307 | val_loss: 0.0311545 | Time: 2416.39 ms [2021-03-18 04:45:17 main:574] : INFO : Epoch 1642 | loss: 0.0311298 | val_loss: 0.0311565 | Time: 2341.01 ms [2021-03-18 04:45:20 main:574] : INFO : Epoch 1643 | loss: 0.031128 | val_loss: 0.0311514 | Time: 2358.55 ms [2021-03-18 04:45:22 main:574] : INFO : Epoch 1644 | loss: 0.0311274 | val_loss: 0.0311566 | Time: 2319.25 ms [2021-03-18 04:45:25 main:574] : INFO : Epoch 1645 | loss: 0.0311271 | val_loss: 0.0311569 | Time: 2439.79 ms [2021-03-18 04:45:27 main:574] : INFO : Epoch 1646 | loss: 0.0311276 | val_loss: 0.0311535 | Time: 2373.42 ms [2021-03-18 04:45:29 main:574] : INFO : Epoch 1647 | loss: 0.0311295 | val_loss: 0.0311602 | Time: 2371.76 ms [2021-03-18 04:45:32 main:574] : INFO : Epoch 1648 | loss: 0.0311317 | val_loss: 0.031156 | Time: 2350.34 ms [2021-03-18 04:45:34 main:574] : INFO : Epoch 1649 | loss: 0.0311295 | val_loss: 0.0311583 | Time: 2532.26 ms [2021-03-18 04:45:37 main:574] : INFO : Epoch 1650 | loss: 0.0311275 | val_loss: 0.031158 | Time: 2532.95 ms [2021-03-18 04:45:39 main:574] : INFO : Epoch 1651 | loss: 0.0311247 | val_loss: 0.0311598 | Time: 2422.18 ms [2021-03-18 04:45:42 main:574] : INFO : Epoch 1652 | loss: 0.0311248 | val_loss: 0.0311539 | Time: 2403.4 ms [2021-03-18 04:45:44 main:574] : INFO : Epoch 1653 | loss: 0.0311242 | val_loss: 0.0311604 | Time: 2402.1 ms [2021-03-18 04:45:47 main:574] : INFO : Epoch 1654 | loss: 0.0311247 | val_loss: 0.0311518 | Time: 2420.15 ms [2021-03-18 04:45:49 main:574] : INFO : Epoch 1655 | loss: 0.0311288 | val_loss: 0.0311553 | Time: 2432.2 ms [2021-03-18 04:45:51 main:574] : INFO : Epoch 1656 | loss: 0.0311245 | val_loss: 0.0311563 | Time: 2358.87 ms [2021-03-18 04:45:54 main:574] : INFO : Epoch 1657 | loss: 0.0311275 | val_loss: 0.0311581 | Time: 2354.66 ms [2021-03-18 04:45:56 main:574] : INFO : Epoch 1658 | loss: 0.0311268 | val_loss: 0.0311594 | Time: 2356.88 ms [2021-03-18 04:45:59 main:574] : INFO : Epoch 1659 | loss: 0.031127 | val_loss: 0.0311572 | Time: 2353.31 ms [2021-03-18 04:46:01 main:574] : INFO : Epoch 1660 | loss: 0.0311272 | val_loss: 0.0311577 | Time: 2419.8 ms [2021-03-18 04:46:03 main:574] : INFO : Epoch 1661 | loss: 0.0311263 | val_loss: 0.0311558 | Time: 2345.61 ms [2021-03-18 04:46:06 main:574] : INFO : Epoch 1662 | loss: 0.0311262 | val_loss: 0.0311559 | Time: 2349.38 ms [2021-03-18 04:46:08 main:574] : INFO : Epoch 1663 | loss: 0.0311234 | val_loss: 0.0311537 | Time: 2332.85 ms [2021-03-18 04:46:10 main:574] : INFO : Epoch 1664 | loss: 0.0311244 | val_loss: 0.0311543 | Time: 2391.04 ms [2021-03-18 04:46:13 main:574] : INFO : Epoch 1665 | loss: 0.0311254 | val_loss: 0.0311613 | Time: 2345.32 ms [2021-03-18 04:46:15 main:574] : INFO : Epoch 1666 | loss: 0.0311444 | val_loss: 0.0311817 | Time: 2347.71 ms [2021-03-18 04:46:18 main:574] : INFO : Epoch 1667 | loss: 0.0311502 | val_loss: 0.031172 | Time: 2354.24 ms [2021-03-18 04:46:20 main:574] : INFO : Epoch 1668 | loss: 0.0311396 | val_loss: 0.0311573 | Time: 2328.9 ms [2021-03-18 04:46:22 main:574] : INFO : Epoch 1669 | loss: 0.0311351 | val_loss: 0.0311561 | Time: 2330.9 ms [2021-03-18 04:46:25 main:574] : INFO : Epoch 1670 | loss: 0.0311332 | val_loss: 0.0311541 | Time: 2368.32 ms [2021-03-18 04:46:27 main:574] : INFO : Epoch 1671 | loss: 0.0311324 | val_loss: 0.0311561 | Time: 2339.49 ms [2021-03-18 04:46:29 main:574] : INFO : Epoch 1672 | loss: 0.0311322 | val_loss: 0.031155 | Time: 2359.01 ms [2021-03-18 04:46:32 main:574] : INFO : Epoch 1673 | loss: 0.0311352 | val_loss: 0.0311545 | Time: 2372.21 ms [2021-03-18 04:46:34 main:574] : INFO : Epoch 1674 | loss: 0.0311313 | val_loss: 0.0311545 | Time: 2330.17 ms [2021-03-18 04:46:36 main:574] : INFO : Epoch 1675 | loss: 0.0311294 | val_loss: 0.0311534 | Time: 2372.7 ms [2021-03-18 04:46:39 main:574] : INFO : Epoch 1676 | loss: 0.0311279 | val_loss: 0.0311572 | Time: 2345.32 ms [2021-03-18 04:46:41 main:574] : INFO : Epoch 1677 | loss: 0.031128 | val_loss: 0.0311548 | Time: 2350.89 ms [2021-03-18 04:46:44 main:574] : INFO : Epoch 1678 | loss: 0.0311274 | val_loss: 0.0311518 | Time: 2317.76 ms [2021-03-18 04:46:46 main:574] : INFO : Epoch 1679 | loss: 0.0311317 | val_loss: 0.031152 | Time: 2348.74 ms [2021-03-18 04:46:48 main:574] : INFO : Epoch 1680 | loss: 0.0311335 | val_loss: 0.0311509 | Time: 2345.4 ms [2021-03-18 04:46:51 main:574] : INFO : Epoch 1681 | loss: 0.0311304 | val_loss: 0.0311555 | Time: 2334.87 ms [2021-03-18 04:46:53 main:574] : INFO : Epoch 1682 | loss: 0.0311298 | val_loss: 0.0311553 | Time: 2351.47 ms [2021-03-18 04:46:55 main:574] : INFO : Epoch 1683 | loss: 0.0311301 | val_loss: 0.0311556 | Time: 2343.29 ms [2021-03-18 04:46:58 main:574] : INFO : Epoch 1684 | loss: 0.031131 | val_loss: 0.0311502 | Time: 2340.83 ms [2021-03-18 04:47:00 main:574] : INFO : Epoch 1685 | loss: 0.0311283 | val_loss: 0.031152 | Time: 2377.86 ms [2021-03-18 04:47:02 main:574] : INFO : Epoch 1686 | loss: 0.0311297 | val_loss: 0.0311537 | Time: 2336.72 ms [2021-03-18 04:47:05 main:574] : INFO : Epoch 1687 | loss: 0.0311275 | val_loss: 0.0311505 | Time: 2334.15 ms [2021-03-18 04:47:07 main:574] : INFO : Epoch 1688 | loss: 0.0311262 | val_loss: 0.0311523 | Time: 2388.02 ms [2021-03-18 04:47:10 main:574] : INFO : Epoch 1689 | loss: 0.0311254 | val_loss: 0.0311596 | Time: 2311.25 ms [2021-03-18 04:47:12 main:574] : INFO : Epoch 1690 | loss: 0.0311245 | val_loss: 0.0311604 | Time: 2328.82 ms [2021-03-18 04:47:14 main:574] : INFO : Epoch 1691 | loss: 0.0311254 | val_loss: 0.0311579 | Time: 2352.93 ms [2021-03-18 04:47:17 main:574] : INFO : Epoch 1692 | loss: 0.0311245 | val_loss: 0.0311561 | Time: 2428.83 ms [2021-03-18 04:47:19 main:574] : INFO : Epoch 1693 | loss: 0.0311266 | val_loss: 0.0311581 | Time: 2350 ms [2021-03-18 04:47:21 main:574] : INFO : Epoch 1694 | loss: 0.0311294 | val_loss: 0.0311542 | Time: 2347.46 ms [2021-03-18 04:47:24 main:574] : INFO : Epoch 1695 | loss: 0.0311257 | val_loss: 0.0311535 | Time: 2325.31 ms [2021-03-18 04:47:26 main:574] : INFO : Epoch 1696 | loss: 0.0311301 | val_loss: 0.0311615 | Time: 2328.65 ms [2021-03-18 04:47:28 main:574] : INFO : Epoch 1697 | loss: 0.0311294 | val_loss: 0.0311561 | Time: 2309.09 ms [2021-03-18 04:47:31 main:574] : INFO : Epoch 1698 | loss: 0.0311278 | val_loss: 0.0311531 | Time: 2365.44 ms [2021-03-18 04:47:33 main:574] : INFO : Epoch 1699 | loss: 0.0311342 | val_loss: 0.0311529 | Time: 2338.69 ms [2021-03-18 04:47:36 main:574] : INFO : Epoch 1700 | loss: 0.0311347 | val_loss: 0.0311519 | Time: 2371.25 ms [2021-03-18 04:47:38 main:574] : INFO : Epoch 1701 | loss: 0.0311342 | val_loss: 0.0311516 | Time: 2377.2 ms [2021-03-18 04:47:40 main:574] : INFO : Epoch 1702 | loss: 0.0311296 | val_loss: 0.0311572 | Time: 2320.66 ms [2021-03-18 04:47:43 main:574] : INFO : Epoch 1703 | loss: 0.0311295 | val_loss: 0.0311485 | Time: 2319.72 ms [2021-03-18 04:47:45 main:574] : INFO : Epoch 1704 | loss: 0.0311309 | val_loss: 0.0311466 | Time: 2300.14 ms [2021-03-18 04:47:47 main:574] : INFO : Epoch 1705 | loss: 0.0311306 | val_loss: 0.0311495 | Time: 2329.36 ms [2021-03-18 04:47:50 main:574] : INFO : Epoch 1706 | loss: 0.0311301 | val_loss: 0.0311481 | Time: 2320.76 ms [2021-03-18 04:47:52 main:574] : INFO : Epoch 1707 | loss: 0.0311289 | val_loss: 0.031147 | Time: 2329.67 ms [2021-03-18 04:47:54 main:574] : INFO : Epoch 1708 | loss: 0.0311273 | val_loss: 0.0311489 | Time: 2408.19 ms [2021-03-18 04:47:57 main:574] : INFO : Epoch 1709 | loss: 0.0311248 | val_loss: 0.0311433 | Time: 2526.71 ms [2021-03-18 04:47:59 main:574] : INFO : Epoch 1710 | loss: 0.0311237 | val_loss: 0.0311447 | Time: 2460.61 ms [2021-03-18 04:48:02 main:574] : INFO : Epoch 1711 | loss: 0.0311261 | val_loss: 0.0311451 | Time: 2368.54 ms [2021-03-18 04:48:04 main:574] : INFO : Epoch 1712 | loss: 0.0311297 | val_loss: 0.0311502 | Time: 2339.95 ms [2021-03-18 04:48:06 main:574] : INFO : Epoch 1713 | loss: 0.0311235 | val_loss: 0.0311437 | Time: 2348.09 ms [2021-03-18 04:48:09 main:574] : INFO : Epoch 1714 | loss: 0.031121 | val_loss: 0.0311437 | Time: 2324.88 ms [2021-03-18 04:48:11 main:574] : INFO : Epoch 1715 | loss: 0.031123 | val_loss: 0.0311467 | Time: 2360.66 ms [2021-03-18 04:48:14 main:574] : INFO : Epoch 1716 | loss: 0.0311202 | val_loss: 0.0311421 | Time: 2377.93 ms [2021-03-18 04:48:16 main:574] : INFO : Epoch 1717 | loss: 0.0311217 | val_loss: 0.0311401 | Time: 2349.03 ms [2021-03-18 04:48:18 main:574] : INFO : Epoch 1718 | loss: 0.0311203 | val_loss: 0.0311474 | Time: 2328.39 ms [2021-03-18 04:48:21 main:574] : INFO : Epoch 1719 | loss: 0.0311196 | val_loss: 0.0311442 | Time: 2382.94 ms [2021-03-18 04:48:23 main:574] : INFO : Epoch 1720 | loss: 0.0311196 | val_loss: 0.0311421 | Time: 2357.45 ms [2021-03-18 04:48:25 main:574] : INFO : Epoch 1721 | loss: 0.0311183 | val_loss: 0.0311495 | Time: 2334.9 ms [2021-03-18 04:48:28 main:574] : INFO : Epoch 1722 | loss: 0.0311173 | val_loss: 0.0311497 | Time: 2386.77 ms [2021-03-18 04:48:30 main:574] : INFO : Epoch 1723 | loss: 0.0311185 | val_loss: 0.0311488 | Time: 2379.41 ms [2021-03-18 04:48:33 main:574] : INFO : Epoch 1724 | loss: 0.0311222 | val_loss: 0.0311424 | Time: 2328.1 ms [2021-03-18 04:48:35 main:574] : INFO : Epoch 1725 | loss: 0.0311182 | val_loss: 0.0311519 | Time: 2383.21 ms [2021-03-18 04:48:37 main:574] : INFO : Epoch 1726 | loss: 0.0311165 | val_loss: 0.0311457 | Time: 2500.33 ms [2021-03-18 04:48:40 main:574] : INFO : Epoch 1727 | loss: 0.0311202 | val_loss: 0.0311468 | Time: 2339.07 ms [2021-03-18 04:48:42 main:574] : INFO : Epoch 1728 | loss: 0.031121 | val_loss: 0.031144 | Time: 2359.02 ms [2021-03-18 04:48:44 main:574] : INFO : Epoch 1729 | loss: 0.0311214 | val_loss: 0.0311481 | Time: 2311.63 ms [2021-03-18 04:48:47 main:574] : INFO : Epoch 1730 | loss: 0.0311229 | val_loss: 0.0311465 | Time: 2320.37 ms [2021-03-18 04:48:49 main:574] : INFO : Epoch 1731 | loss: 0.0311195 | val_loss: 0.0311461 | Time: 2313.66 ms [2021-03-18 04:48:51 main:574] : INFO : Epoch 1732 | loss: 0.0311213 | val_loss: 0.0311432 | Time: 2322.83 ms [2021-03-18 04:48:54 main:574] : INFO : Epoch 1733 | loss: 0.031124 | val_loss: 0.0311447 | Time: 2308.45 ms [2021-03-18 04:48:56 main:574] : INFO : Epoch 1734 | loss: 0.0311215 | val_loss: 0.0311435 | Time: 2365.82 ms [2021-03-18 04:48:59 main:574] : INFO : Epoch 1735 | loss: 0.0311207 | val_loss: 0.0311595 | Time: 2387.06 ms [2021-03-18 04:49:01 main:574] : INFO : Epoch 1736 | loss: 0.0311219 | val_loss: 0.0311441 | Time: 2340.76 ms [2021-03-18 04:49:03 main:574] : INFO : Epoch 1737 | loss: 0.0311197 | val_loss: 0.0311458 | Time: 2334.2 ms [2021-03-18 04:49:06 main:574] : INFO : Epoch 1738 | loss: 0.0311191 | val_loss: 0.031146 | Time: 2336.09 ms [2021-03-18 04:49:08 main:574] : INFO : Epoch 1739 | loss: 0.0311183 | val_loss: 0.0311503 | Time: 2364.91 ms [2021-03-18 04:49:10 main:574] : INFO : Epoch 1740 | loss: 0.0311246 | val_loss: 0.0311577 | Time: 2344.98 ms [2021-03-18 04:49:13 main:574] : INFO : Epoch 1741 | loss: 0.0311259 | val_loss: 0.0311517 | Time: 2360.58 ms [2021-03-18 04:49:15 main:574] : INFO : Epoch 1742 | loss: 0.0311214 | val_loss: 0.0311509 | Time: 2350.4 ms [2021-03-18 04:49:17 main:574] : INFO : Epoch 1743 | loss: 0.0311252 | val_loss: 0.0311495 | Time: 2354.62 ms [2021-03-18 04:49:20 main:574] : INFO : Epoch 1744 | loss: 0.0311243 | val_loss: 0.0311479 | Time: 2328.94 ms [2021-03-18 04:49:22 main:574] : INFO : Epoch 1745 | loss: 0.0311215 | val_loss: 0.0311519 | Time: 2376.22 ms [2021-03-18 04:49:25 main:574] : INFO : Epoch 1746 | loss: 0.0311229 | val_loss: 0.0311493 | Time: 2385.66 ms [2021-03-18 04:49:27 main:574] : INFO : Epoch 1747 | loss: 0.0311203 | val_loss: 0.0311459 | Time: 2333.31 ms [2021-03-18 04:49:29 main:574] : INFO : Epoch 1748 | loss: 0.0311214 | val_loss: 0.0311486 | Time: 2350.06 ms [2021-03-18 04:49:32 main:574] : INFO : Epoch 1749 | loss: 0.0311228 | val_loss: 0.0311493 | Time: 2349.34 ms [2021-03-18 04:49:34 main:574] : INFO : Epoch 1750 | loss: 0.0311237 | val_loss: 0.0311445 | Time: 2348.04 ms [2021-03-18 04:49:36 main:574] : INFO : Epoch 1751 | loss: 0.0311222 | val_loss: 0.0311531 | Time: 2342.04 ms [2021-03-18 04:49:39 main:574] : INFO : Epoch 1752 | loss: 0.031131 | val_loss: 0.0311542 | Time: 2372.11 ms [2021-03-18 04:49:41 main:574] : INFO : Epoch 1753 | loss: 0.0311321 | val_loss: 0.0311558 | Time: 2324.91 ms [2021-03-18 04:49:44 main:574] : INFO : Epoch 1754 | loss: 0.0311313 | val_loss: 0.0311603 | Time: 2449.41 ms [2021-03-18 04:49:46 main:574] : INFO : Epoch 1755 | loss: 0.0311349 | val_loss: 0.0311571 | Time: 2359.98 ms [2021-03-18 04:49:48 main:574] : INFO : Epoch 1756 | loss: 0.0311254 | val_loss: 0.031151 | Time: 2370.7 ms [2021-03-18 04:49:51 main:574] : INFO : Epoch 1757 | loss: 0.0311251 | val_loss: 0.031149 | Time: 2341.78 ms [2021-03-18 04:49:53 main:574] : INFO : Epoch 1758 | loss: 0.0311225 | val_loss: 0.0311464 | Time: 2353.07 ms [2021-03-18 04:49:55 main:574] : INFO : Epoch 1759 | loss: 0.0311212 | val_loss: 0.0311431 | Time: 2351.87 ms [2021-03-18 04:49:58 main:574] : INFO : Epoch 1760 | loss: 0.0311205 | val_loss: 0.0311466 | Time: 2357.87 ms [2021-03-18 04:50:00 main:574] : INFO : Epoch 1761 | loss: 0.0311232 | val_loss: 0.0311491 | Time: 2377.53 ms [2021-03-18 04:50:03 main:574] : INFO : Epoch 1762 | loss: 0.0311203 | val_loss: 0.031147 | Time: 2317.55 ms [2021-03-18 04:50:05 main:574] : INFO : Epoch 1763 | loss: 0.0311175 | val_loss: 0.0311534 | Time: 2367.83 ms [2021-03-18 04:50:07 main:574] : INFO : Epoch 1764 | loss: 0.0311187 | val_loss: 0.0311498 | Time: 2314.76 ms [2021-03-18 04:50:10 main:574] : INFO : Epoch 1765 | loss: 0.031118 | val_loss: 0.0311481 | Time: 2360.3 ms [2021-03-18 04:50:12 main:574] : INFO : Epoch 1766 | loss: 0.0311162 | val_loss: 0.0311514 | Time: 2336.84 ms [2021-03-18 04:50:14 main:574] : INFO : Epoch 1767 | loss: 0.0311157 | val_loss: 0.031152 | Time: 2341.8 ms [2021-03-18 04:50:17 main:574] : INFO : Epoch 1768 | loss: 0.0311179 | val_loss: 0.031149 | Time: 2323.14 ms [2021-03-18 04:50:19 main:574] : INFO : Epoch 1769 | loss: 0.0311184 | val_loss: 0.0311528 | Time: 2378.73 ms [2021-03-18 04:50:21 main:574] : INFO : Epoch 1770 | loss: 0.0311191 | val_loss: 0.0311456 | Time: 2376.27 ms [2021-03-18 04:50:24 main:574] : INFO : Epoch 1771 | loss: 0.0311177 | val_loss: 0.0311503 | Time: 2344.17 ms [2021-03-18 04:50:26 main:574] : INFO : Epoch 1772 | loss: 0.0311206 | val_loss: 0.0311511 | Time: 2324.39 ms [2021-03-18 04:50:28 main:574] : INFO : Epoch 1773 | loss: 0.0311197 | val_loss: 0.0311568 | Time: 2322.44 ms [2021-03-18 04:50:31 main:574] : INFO : Epoch 1774 | loss: 0.0311212 | val_loss: 0.0311523 | Time: 2344.9 ms [2021-03-18 04:50:33 main:574] : INFO : Epoch 1775 | loss: 0.0311182 | val_loss: 0.0311531 | Time: 2336.75 ms [2021-03-18 04:50:36 main:574] : INFO : Epoch 1776 | loss: 0.0311171 | val_loss: 0.0311535 | Time: 2356.44 ms [2021-03-18 04:50:38 main:574] : INFO : Epoch 1777 | loss: 0.0311184 | val_loss: 0.031146 | Time: 2333.34 ms [2021-03-18 04:50:40 main:574] : INFO : Epoch 1778 | loss: 0.0311167 | val_loss: 0.0311554 | Time: 2328.64 ms [2021-03-18 04:50:43 main:574] : INFO : Epoch 1779 | loss: 0.0311163 | val_loss: 0.0311494 | Time: 2341.55 ms [2021-03-18 04:50:45 main:574] : INFO : Epoch 1780 | loss: 0.0311153 | val_loss: 0.0311494 | Time: 2379.75 ms [2021-03-18 04:50:47 main:574] : INFO : Epoch 1781 | loss: 0.0311206 | val_loss: 0.0311488 | Time: 2384.46 ms [2021-03-18 04:50:50 main:574] : INFO : Epoch 1782 | loss: 0.0311218 | val_loss: 0.0311505 | Time: 2300.52 ms [2021-03-18 04:50:52 main:574] : INFO : Epoch 1783 | loss: 0.0311151 | val_loss: 0.0311502 | Time: 2358.06 ms [2021-03-18 04:50:55 main:574] : INFO : Epoch 1784 | loss: 0.0311163 | val_loss: 0.0311528 | Time: 2421.58 ms [2021-03-18 04:50:57 main:574] : INFO : Epoch 1785 | loss: 0.0311173 | val_loss: 0.0311515 | Time: 2319.99 ms [2021-03-18 04:50:59 main:574] : INFO : Epoch 1786 | loss: 0.0311158 | val_loss: 0.0311521 | Time: 2404.27 ms [2021-03-18 04:51:02 main:574] : INFO : Epoch 1787 | loss: 0.0311173 | val_loss: 0.0311486 | Time: 2369.69 ms [2021-03-18 04:51:04 main:574] : INFO : Epoch 1788 | loss: 0.0311162 | val_loss: 0.0311491 | Time: 2438.64 ms [2021-03-18 04:51:07 main:574] : INFO : Epoch 1789 | loss: 0.031118 | val_loss: 0.0311483 | Time: 2379.81 ms [2021-03-18 04:51:09 main:574] : INFO : Epoch 1790 | loss: 0.0311173 | val_loss: 0.0311496 | Time: 2392.54 ms [2021-03-18 04:51:11 main:574] : INFO : Epoch 1791 | loss: 0.0311159 | val_loss: 0.0311477 | Time: 2367.07 ms [2021-03-18 04:51:14 main:574] : INFO : Epoch 1792 | loss: 0.0311161 | val_loss: 0.0311523 | Time: 2364.72 ms [2021-03-18 04:51:16 main:574] : INFO : Epoch 1793 | loss: 0.031117 | val_loss: 0.0311511 | Time: 2392.88 ms [2021-03-18 04:51:18 main:574] : INFO : Epoch 1794 | loss: 0.0311173 | val_loss: 0.0311505 | Time: 2378.56 ms [2021-03-18 04:51:21 main:574] : INFO : Epoch 1795 | loss: 0.031119 | val_loss: 0.0311521 | Time: 2401.45 ms [2021-03-18 04:51:23 main:574] : INFO : Epoch 1796 | loss: 0.0311201 | val_loss: 0.0311435 | Time: 2406.39 ms [2021-03-18 04:51:26 main:574] : INFO : Epoch 1797 | loss: 0.0311261 | val_loss: 0.0311497 | Time: 2400.63 ms [2021-03-18 04:51:28 main:574] : INFO : Epoch 1798 | loss: 0.0311252 | val_loss: 0.0311479 | Time: 2385.28 ms [2021-03-18 04:51:31 main:574] : INFO : Epoch 1799 | loss: 0.0311207 | val_loss: 0.0311531 | Time: 2368.1 ms [2021-03-18 04:51:33 main:574] : INFO : Epoch 1800 | loss: 0.0311217 | val_loss: 0.0311504 | Time: 2389.66 ms [2021-03-18 04:51:35 main:574] : INFO : Epoch 1801 | loss: 0.0311303 | val_loss: 0.0311477 | Time: 2386.49 ms [2021-03-18 04:51:38 main:574] : INFO : Epoch 1802 | loss: 0.0311277 | val_loss: 0.031145 | Time: 2370.78 ms [2021-03-18 04:51:40 main:574] : INFO : Epoch 1803 | loss: 0.0311272 | val_loss: 0.0311431 | Time: 2430.65 ms [2021-03-18 04:51:43 main:574] : INFO : Epoch 1804 | loss: 0.0311258 | val_loss: 0.0311473 | Time: 2404.01 ms [2021-03-18 04:51:45 main:574] : INFO : Epoch 1805 | loss: 0.0311267 | val_loss: 0.0311471 | Time: 2422.57 ms [2021-03-18 04:51:47 main:574] : INFO : Epoch 1806 | loss: 0.0311224 | val_loss: 0.0311455 | Time: 2405.75 ms [2021-03-18 04:51:50 main:574] : INFO : Epoch 1807 | loss: 0.0311228 | val_loss: 0.0311485 | Time: 2424.99 ms [2021-03-18 04:51:52 main:574] : INFO : Epoch 1808 | loss: 0.0311195 | val_loss: 0.0311538 | Time: 2433.7 ms [2021-03-18 04:51:55 main:574] : INFO : Epoch 1809 | loss: 0.0311203 | val_loss: 0.0311514 | Time: 2403.01 ms [2021-03-18 04:51:57 main:574] : INFO : Epoch 1810 | loss: 0.0311201 | val_loss: 0.0311467 | Time: 2409.27 ms [2021-03-18 04:52:00 main:574] : INFO : Epoch 1811 | loss: 0.0311181 | val_loss: 0.0311463 | Time: 2428.09 ms [2021-03-18 04:52:02 main:574] : INFO : Epoch 1812 | loss: 0.0311188 | val_loss: 0.0311493 | Time: 2616.66 ms [2021-03-18 04:52:05 main:574] : INFO : Epoch 1813 | loss: 0.0311196 | val_loss: 0.0311508 | Time: 2699.93 ms [2021-03-18 04:52:08 main:574] : INFO : Epoch 1814 | loss: 0.0311188 | val_loss: 0.0311494 | Time: 2629.02 ms [2021-03-18 04:52:10 main:574] : INFO : Epoch 1815 | loss: 0.0311167 | val_loss: 0.0311494 | Time: 2491.73 ms [2021-03-18 04:52:20 main:574] : INFO : Epoch 1816 | loss: 0.0311169 | val_loss: 0.0311513 | Time: 10274.9 ms [2021-03-18 04:52:23 main:574] : INFO : Epoch 1817 | loss: 0.0311151 | val_loss: 0.0311514 | Time: 2510.19 ms [2021-03-18 04:52:25 main:574] : INFO : Epoch 1818 | loss: 0.0311142 | val_loss: 0.0311526 | Time: 2485.23 ms [2021-03-18 04:52:28 main:574] : INFO : Epoch 1819 | loss: 0.0311154 | val_loss: 0.0311583 | Time: 2458.55 ms [2021-03-18 04:52:30 main:574] : INFO : Epoch 1820 | loss: 0.0311168 | val_loss: 0.0311528 | Time: 2509.88 ms [2021-03-18 04:52:33 main:574] : INFO : Epoch 1821 | loss: 0.0311166 | val_loss: 0.0311482 | Time: 2522.58 ms [2021-03-18 04:52:36 main:574] : INFO : Epoch 1822 | loss: 0.0311227 | val_loss: 0.0311489 | Time: 2540.01 ms [2021-03-18 04:52:38 main:574] : INFO : Epoch 1823 | loss: 0.0311222 | val_loss: 0.0311522 | Time: 2501.51 ms [2021-03-18 04:52:41 main:574] : INFO : Epoch 1824 | loss: 0.0311191 | val_loss: 0.0311485 | Time: 2419.21 ms [2021-03-18 04:52:43 main:574] : INFO : Epoch 1825 | loss: 0.0311219 | val_loss: 0.031151 | Time: 2360.63 ms [2021-03-18 04:52:45 main:574] : INFO : Epoch 1826 | loss: 0.0311176 | val_loss: 0.0311465 | Time: 2390.97 ms [2021-03-18 04:52:48 main:574] : INFO : Epoch 1827 | loss: 0.0311188 | val_loss: 0.0311503 | Time: 2403.35 ms [2021-03-18 04:52:50 main:574] : INFO : Epoch 1828 | loss: 0.0311203 | val_loss: 0.0311427 | Time: 2431.45 ms [2021-03-18 04:52:53 main:574] : INFO : Epoch 1829 | loss: 0.0311187 | val_loss: 0.0311493 | Time: 2451.81 ms [2021-03-18 04:52:55 main:574] : INFO : Epoch 1830 | loss: 0.0311183 | val_loss: 0.0311541 | Time: 2389.41 ms [2021-03-18 04:52:57 main:574] : INFO : Epoch 1831 | loss: 0.031116 | val_loss: 0.0311535 | Time: 2388.54 ms [2021-03-18 04:53:00 main:574] : INFO : Epoch 1832 | loss: 0.0311391 | val_loss: 0.0311576 | Time: 2398.77 ms [2021-03-18 04:53:02 main:574] : INFO : Epoch 1833 | loss: 0.0311488 | val_loss: 0.0311635 | Time: 2387.58 ms [2021-03-18 04:53:05 main:574] : INFO : Epoch 1834 | loss: 0.0311428 | val_loss: 0.0311653 | Time: 2387.77 ms [2021-03-18 04:53:07 main:574] : INFO : Epoch 1835 | loss: 0.0311377 | val_loss: 0.0311612 | Time: 2379.95 ms [2021-03-18 04:53:09 main:574] : INFO : Epoch 1836 | loss: 0.0311351 | val_loss: 0.0311577 | Time: 2410.83 ms [2021-03-18 04:53:12 main:574] : INFO : Epoch 1837 | loss: 0.0311327 | val_loss: 0.03116 | Time: 2465.94 ms [2021-03-18 04:53:14 main:574] : INFO : Epoch 1838 | loss: 0.0311323 | val_loss: 0.0311594 | Time: 2452.22 ms [2021-03-18 04:53:17 main:574] : INFO : Epoch 1839 | loss: 0.0311336 | val_loss: 0.031158 | Time: 2411.18 ms [2021-03-18 04:53:19 main:574] : INFO : Epoch 1840 | loss: 0.0311323 | val_loss: 0.0311587 | Time: 2377.55 ms [2021-03-18 04:53:22 main:574] : INFO : Epoch 1841 | loss: 0.0311297 | val_loss: 0.0311555 | Time: 2462.51 ms [2021-03-18 04:53:24 main:574] : INFO : Epoch 1842 | loss: 0.0311318 | val_loss: 0.0311546 | Time: 2393.1 ms [2021-03-18 04:53:27 main:574] : INFO : Epoch 1843 | loss: 0.0311332 | val_loss: 0.0311595 | Time: 2392.86 ms [2021-03-18 04:53:29 main:574] : INFO : Epoch 1844 | loss: 0.0311328 | val_loss: 0.031159 | Time: 2375.7 ms [2021-03-18 04:53:31 main:574] : INFO : Epoch 1845 | loss: 0.0311276 | val_loss: 0.0311582 | Time: 2392.12 ms [2021-03-18 04:53:34 main:574] : INFO : Epoch 1846 | loss: 0.0311265 | val_loss: 0.0311562 | Time: 2406.84 ms [2021-03-18 04:53:36 main:574] : INFO : Epoch 1847 | loss: 0.0311264 | val_loss: 0.0311571 | Time: 2433.89 ms [2021-03-18 04:53:39 main:574] : INFO : Epoch 1848 | loss: 0.0311242 | val_loss: 0.0311522 | Time: 2389.08 ms [2021-03-18 04:53:41 main:574] : INFO : Epoch 1849 | loss: 0.0311232 | val_loss: 0.0311546 | Time: 2357.04 ms [2021-03-18 04:53:43 main:574] : INFO : Epoch 1850 | loss: 0.0311237 | val_loss: 0.0311552 | Time: 2372.63 ms [2021-03-18 04:53:46 main:574] : INFO : Epoch 1851 | loss: 0.0311241 | val_loss: 0.0311546 | Time: 2508.93 ms [2021-03-18 04:53:48 main:574] : INFO : Epoch 1852 | loss: 0.0311257 | val_loss: 0.0311558 | Time: 2572.11 ms [2021-03-18 04:53:51 main:574] : INFO : Epoch 1853 | loss: 0.0311317 | val_loss: 0.0311567 | Time: 2431.07 ms [2021-03-18 04:53:53 main:574] : INFO : Epoch 1854 | loss: 0.0311325 | val_loss: 0.0311561 | Time: 2400.56 ms [2021-03-18 04:53:56 main:574] : INFO : Epoch 1855 | loss: 0.0311281 | val_loss: 0.0311544 | Time: 2387.75 ms [2021-03-18 04:53:58 main:574] : INFO : Epoch 1856 | loss: 0.0311258 | val_loss: 0.0311526 | Time: 2375.04 ms [2021-03-18 04:54:01 main:574] : INFO : Epoch 1857 | loss: 0.0311248 | val_loss: 0.0311493 | Time: 2380.05 ms [2021-03-18 04:54:03 main:574] : INFO : Epoch 1858 | loss: 0.0311289 | val_loss: 0.0311503 | Time: 2385.44 ms [2021-03-18 04:54:05 main:574] : INFO : Epoch 1859 | loss: 0.0311368 | val_loss: 0.031184 | Time: 2370.19 ms [2021-03-18 04:54:08 main:574] : INFO : Epoch 1860 | loss: 0.0360514 | val_loss: 0.0350778 | Time: 2376.46 ms [2021-03-18 04:54:10 main:574] : INFO : Epoch 1861 | loss: 0.0328424 | val_loss: 0.0366943 | Time: 2371.63 ms [2021-03-18 04:54:12 main:574] : INFO : Epoch 1862 | loss: 0.0331503 | val_loss: 0.0314486 | Time: 2351.81 ms [2021-03-18 04:54:15 main:574] : INFO : Epoch 1863 | loss: 0.0327262 | val_loss: 0.0314173 | Time: 2355.06 ms [2021-03-18 04:54:17 main:574] : INFO : Epoch 1864 | loss: 0.031387 | val_loss: 0.0312711 | Time: 2380.91 ms [2021-03-18 04:54:20 main:574] : INFO : Epoch 1865 | loss: 0.0312265 | val_loss: 0.0311941 | Time: 2344.2 ms [2021-03-18 04:54:22 main:574] : INFO : Epoch 1866 | loss: 0.0311869 | val_loss: 0.0311786 | Time: 2356.51 ms [2021-03-18 04:54:24 main:574] : INFO : Epoch 1867 | loss: 0.0311739 | val_loss: 0.0311735 | Time: 2394.88 ms [2021-03-18 04:54:27 main:574] : INFO : Epoch 1868 | loss: 0.0311675 | val_loss: 0.0311661 | Time: 2355.6 ms [2021-03-18 04:54:29 main:574] : INFO : Epoch 1869 | loss: 0.0311619 | val_loss: 0.0311628 | Time: 2378.13 ms [2021-03-18 04:54:32 main:574] : INFO : Epoch 1870 | loss: 0.0311572 | val_loss: 0.0311596 | Time: 2377.4 ms [2021-03-18 04:54:34 main:574] : INFO : Epoch 1871 | loss: 0.0311542 | val_loss: 0.0311565 | Time: 2394.37 ms [2021-03-18 04:54:36 main:574] : INFO : Epoch 1872 | loss: 0.0311505 | val_loss: 0.0311555 | Time: 2380.38 ms [2021-03-18 04:54:39 main:574] : INFO : Epoch 1873 | loss: 0.0311463 | val_loss: 0.0311553 | Time: 2415.75 ms [2021-03-18 04:54:41 main:574] : INFO : Epoch 1874 | loss: 0.0311417 | val_loss: 0.0311506 | Time: 2385.7 ms [2021-03-18 04:54:44 main:574] : INFO : Epoch 1875 | loss: 0.0311385 | val_loss: 0.0311511 | Time: 2420.91 ms [2021-03-18 04:54:46 main:574] : INFO : Epoch 1876 | loss: 0.0311367 | val_loss: 0.0311513 | Time: 2353.32 ms [2021-03-18 04:54:48 main:574] : INFO : Epoch 1877 | loss: 0.0311342 | val_loss: 0.0311506 | Time: 2367.93 ms [2021-03-18 04:54:51 main:574] : INFO : Epoch 1878 | loss: 0.0311321 | val_loss: 0.0311513 | Time: 2384.94 ms [2021-03-18 04:54:53 main:574] : INFO : Epoch 1879 | loss: 0.0311303 | val_loss: 0.031149 | Time: 2379.34 ms [2021-03-18 04:54:56 main:574] : INFO : Epoch 1880 | loss: 0.0311293 | val_loss: 0.0311495 | Time: 2363.49 ms [2021-03-18 04:54:58 main:574] : INFO : Epoch 1881 | loss: 0.0311281 | val_loss: 0.0311478 | Time: 2403.33 ms [2021-03-18 04:55:00 main:574] : INFO : Epoch 1882 | loss: 0.0311266 | val_loss: 0.0311473 | Time: 2381.05 ms [2021-03-18 04:55:03 main:574] : INFO : Epoch 1883 | loss: 0.031126 | val_loss: 0.0311502 | Time: 2365.21 ms [2021-03-18 04:55:05 main:574] : INFO : Epoch 1884 | loss: 0.0311254 | val_loss: 0.0311485 | Time: 2379.89 ms [2021-03-18 04:55:08 main:574] : INFO : Epoch 1885 | loss: 0.0311293 | val_loss: 0.0311476 | Time: 2374.19 ms [2021-03-18 04:55:10 main:574] : INFO : Epoch 1886 | loss: 0.0311275 | val_loss: 0.0311462 | Time: 2403.76 ms [2021-03-18 04:55:12 main:574] : INFO : Epoch 1887 | loss: 0.0311259 | val_loss: 0.0311541 | Time: 2355.86 ms [2021-03-18 04:55:15 main:574] : INFO : Epoch 1888 | loss: 0.0311252 | val_loss: 0.0311507 | Time: 2382.25 ms [2021-03-18 04:55:17 main:574] : INFO : Epoch 1889 | loss: 0.031124 | val_loss: 0.0311482 | Time: 2493.91 ms [2021-03-18 04:55:20 main:574] : INFO : Epoch 1890 | loss: 0.0311223 | val_loss: 0.0311491 | Time: 2425.91 ms [2021-03-18 04:55:22 main:574] : INFO : Epoch 1891 | loss: 0.0311212 | val_loss: 0.031149 | Time: 2417.95 ms [2021-03-18 04:55:25 main:574] : INFO : Epoch 1892 | loss: 0.0311224 | val_loss: 0.0311466 | Time: 2477.58 ms [2021-03-18 04:55:27 main:574] : INFO : Epoch 1893 | loss: 0.0311228 | val_loss: 0.0311487 | Time: 2399.5 ms [2021-03-18 04:55:29 main:574] : INFO : Epoch 1894 | loss: 0.031123 | val_loss: 0.031146 | Time: 2397.34 ms [2021-03-18 04:55:32 main:574] : INFO : Epoch 1895 | loss: 0.0311219 | val_loss: 0.0311462 | Time: 2393.63 ms [2021-03-18 04:55:34 main:574] : INFO : Epoch 1896 | loss: 0.0311215 | val_loss: 0.0311463 | Time: 2402.42 ms [2021-03-18 04:55:37 main:574] : INFO : Epoch 1897 | loss: 0.0311214 | val_loss: 0.0311475 | Time: 2455.84 ms [2021-03-18 04:55:39 main:574] : INFO : Epoch 1898 | loss: 0.0311203 | val_loss: 0.0311489 | Time: 2516.37 ms [2021-03-18 04:55:42 main:574] : INFO : Epoch 1899 | loss: 0.0311197 | val_loss: 0.0311471 | Time: 2477.58 ms [2021-03-18 04:55:44 main:574] : INFO : Epoch 1900 | loss: 0.0311192 | val_loss: 0.031148 | Time: 2408.37 ms [2021-03-18 04:55:47 main:574] : INFO : Epoch 1901 | loss: 0.0311186 | val_loss: 0.0311505 | Time: 2449.94 ms [2021-03-18 04:55:49 main:574] : INFO : Epoch 1902 | loss: 0.0311186 | val_loss: 0.0311511 | Time: 2446.76 ms [2021-03-18 04:55:52 main:574] : INFO : Epoch 1903 | loss: 0.0311189 | val_loss: 0.0311507 | Time: 2390.9 ms [2021-03-18 04:55:54 main:574] : INFO : Epoch 1904 | loss: 0.0311256 | val_loss: 0.031148 | Time: 2363.51 ms [2021-03-18 04:55:56 main:574] : INFO : Epoch 1905 | loss: 0.0311237 | val_loss: 0.0311485 | Time: 2347.27 ms [2021-03-18 04:55:59 main:574] : INFO : Epoch 1906 | loss: 0.0311224 | val_loss: 0.0311454 | Time: 2481.74 ms [2021-03-18 04:56:01 main:574] : INFO : Epoch 1907 | loss: 0.0311225 | val_loss: 0.0311449 | Time: 2477.18 ms [2021-03-18 04:56:04 main:574] : INFO : Epoch 1908 | loss: 0.031123 | val_loss: 0.0311473 | Time: 2421.3 ms [2021-03-18 04:56:06 main:574] : INFO : Epoch 1909 | loss: 0.0311215 | val_loss: 0.0311467 | Time: 2488.28 ms [2021-03-18 04:56:09 main:574] : INFO : Epoch 1910 | loss: 0.0311203 | val_loss: 0.0311427 | Time: 2508.16 ms [2021-03-18 04:56:11 main:574] : INFO : Epoch 1911 | loss: 0.0311212 | val_loss: 0.0311424 | Time: 2413.72 ms [2021-03-18 04:56:13 main:574] : INFO : Epoch 1912 | loss: 0.0311208 | val_loss: 0.031145 | Time: 2311.98 ms [2021-03-18 04:56:16 main:574] : INFO : Epoch 1913 | loss: 0.0311198 | val_loss: 0.0311461 | Time: 2355.33 ms [2021-03-18 04:56:18 main:574] : INFO : Epoch 1914 | loss: 0.0311191 | val_loss: 0.0311452 | Time: 2432.36 ms [2021-03-18 04:56:21 main:574] : INFO : Epoch 1915 | loss: 0.0311191 | val_loss: 0.0311451 | Time: 2335.52 ms [2021-03-18 04:56:23 main:574] : INFO : Epoch 1916 | loss: 0.0311175 | val_loss: 0.0311447 | Time: 2306.81 ms [2021-03-18 04:56:25 main:574] : INFO : Epoch 1917 | loss: 0.0311175 | val_loss: 0.0311465 | Time: 2298.51 ms [2021-03-18 04:56:28 main:574] : INFO : Epoch 1918 | loss: 0.0311165 | val_loss: 0.0311439 | Time: 2286.05 ms [2021-03-18 04:56:30 main:574] : INFO : Epoch 1919 | loss: 0.0311162 | val_loss: 0.0311438 | Time: 2385.89 ms [2021-03-18 04:56:32 main:574] : INFO : Epoch 1920 | loss: 0.0311166 | val_loss: 0.0311429 | Time: 2333.49 ms [2021-03-18 04:56:35 main:574] : INFO : Epoch 1921 | loss: 0.0311167 | val_loss: 0.0311471 | Time: 2311.16 ms [2021-03-18 04:56:37 main:574] : INFO : Epoch 1922 | loss: 0.0311177 | val_loss: 0.031148 | Time: 2378.98 ms [2021-03-18 04:56:39 main:574] : INFO : Epoch 1923 | loss: 0.0311182 | val_loss: 0.0311441 | Time: 2336.71 ms [2021-03-18 04:56:42 main:574] : INFO : Epoch 1924 | loss: 0.0311194 | val_loss: 0.0311482 | Time: 2312.45 ms [2021-03-18 04:56:44 main:574] : INFO : Epoch 1925 | loss: 0.0311204 | val_loss: 0.0311452 | Time: 2311.7 ms [2021-03-18 04:56:47 main:574] : INFO : Epoch 1926 | loss: 0.0311174 | val_loss: 0.0311466 | Time: 2860.59 ms [2021-03-18 04:56:50 main:574] : INFO : Epoch 1927 | loss: 0.0311165 | val_loss: 0.0311453 | Time: 2686.77 ms [2021-03-18 04:56:52 main:574] : INFO : Epoch 1928 | loss: 0.031116 | val_loss: 0.0311423 | Time: 2651.33 ms [2021-03-18 04:56:55 main:574] : INFO : Epoch 1929 | loss: 0.031116 | val_loss: 0.0311444 | Time: 2511.08 ms [2021-03-18 04:56:58 main:574] : INFO : Epoch 1930 | loss: 0.0311156 | val_loss: 0.0311482 | Time: 2653.06 ms [2021-03-18 04:57:00 main:574] : INFO : Epoch 1931 | loss: 0.0311151 | val_loss: 0.0311451 | Time: 2512.36 ms [2021-03-18 04:57:03 main:574] : INFO : Epoch 1932 | loss: 0.031129 | val_loss: 0.0311484 | Time: 2506.35 ms [2021-03-18 04:57:05 main:574] : INFO : Epoch 1933 | loss: 0.0311358 | val_loss: 0.0311484 | Time: 2404.18 ms [2021-03-18 04:57:07 main:574] : INFO : Epoch 1934 | loss: 0.0311336 | val_loss: 0.0311462 | Time: 2461.75 ms [2021-03-18 04:57:10 main:574] : INFO : Epoch 1935 | loss: 0.03113 | val_loss: 0.0311431 | Time: 2432.96 ms [2021-03-18 04:57:12 main:574] : INFO : Epoch 1936 | loss: 0.0311259 | val_loss: 0.0311455 | Time: 2491.95 ms [2021-03-18 04:57:15 main:574] : INFO : Epoch 1937 | loss: 0.0311246 | val_loss: 0.0311432 | Time: 2709.06 ms [2021-03-18 04:57:18 main:574] : INFO : Epoch 1938 | loss: 0.0311229 | val_loss: 0.0311459 | Time: 2513.33 ms [2021-03-18 04:57:20 main:574] : INFO : Epoch 1939 | loss: 0.0311226 | val_loss: 0.0311452 | Time: 2549.34 ms [2021-03-18 04:57:23 main:574] : INFO : Epoch 1940 | loss: 0.0311219 | val_loss: 0.031146 | Time: 2489.14 ms [2021-03-18 04:57:25 main:574] : INFO : Epoch 1941 | loss: 0.031125 | val_loss: 0.03115 | Time: 2600.66 ms [2021-03-18 04:57:28 main:574] : INFO : Epoch 1942 | loss: 0.0311325 | val_loss: 0.0311478 | Time: 2647.42 ms [2021-03-18 04:57:31 main:574] : INFO : Epoch 1943 | loss: 0.0311328 | val_loss: 0.0311483 | Time: 2703.85 ms [2021-03-18 04:57:33 main:574] : INFO : Epoch 1944 | loss: 0.0311362 | val_loss: 0.0311503 | Time: 2553.13 ms [2021-03-18 04:57:36 main:574] : INFO : Epoch 1945 | loss: 0.0311308 | val_loss: 0.0311461 | Time: 2713.13 ms [2021-03-18 04:57:39 main:574] : INFO : Epoch 1946 | loss: 0.0311291 | val_loss: 0.0311414 | Time: 2495.71 ms [2021-03-18 04:57:41 main:574] : INFO : Epoch 1947 | loss: 0.0311278 | val_loss: 0.0311422 | Time: 2520.6 ms [2021-03-18 04:57:44 main:574] : INFO : Epoch 1948 | loss: 0.0311244 | val_loss: 0.031145 | Time: 2429.21 ms [2021-03-18 04:57:46 main:574] : INFO : Epoch 1949 | loss: 0.0311238 | val_loss: 0.0311448 | Time: 2382.91 ms [2021-03-18 04:57:48 main:574] : INFO : Epoch 1950 | loss: 0.031122 | val_loss: 0.031146 | Time: 2336.01 ms [2021-03-18 04:57:51 main:574] : INFO : Epoch 1951 | loss: 0.0311225 | val_loss: 0.0311494 | Time: 2367.74 ms [2021-03-18 04:57:53 main:574] : INFO : Epoch 1952 | loss: 0.0311246 | val_loss: 0.0311497 | Time: 2453.59 ms [2021-03-18 04:57:56 main:574] : INFO : Epoch 1953 | loss: 0.0311232 | val_loss: 0.0311427 | Time: 2370.93 ms [2021-03-18 04:57:58 main:574] : INFO : Epoch 1954 | loss: 0.0311218 | val_loss: 0.031143 | Time: 2350.06 ms [2021-03-18 04:58:00 main:574] : INFO : Epoch 1955 | loss: 0.0311212 | val_loss: 0.0311446 | Time: 2376.32 ms [2021-03-18 04:58:03 main:574] : INFO : Epoch 1956 | loss: 0.0311211 | val_loss: 0.0311438 | Time: 2475.07 ms [2021-03-18 04:58:05 main:574] : INFO : Epoch 1957 | loss: 0.0311202 | val_loss: 0.0311463 | Time: 2414.42 ms [2021-03-18 04:58:08 main:574] : INFO : Epoch 1958 | loss: 0.0311205 | val_loss: 0.0311466 | Time: 2487.08 ms [2021-03-18 04:58:10 main:574] : INFO : Epoch 1959 | loss: 0.03112 | val_loss: 0.0311492 | Time: 2346.12 ms [2021-03-18 04:58:12 main:574] : INFO : Epoch 1960 | loss: 0.0311179 | val_loss: 0.0311453 | Time: 2311.12 ms [2021-03-18 04:58:15 main:574] : INFO : Epoch 1961 | loss: 0.0311181 | val_loss: 0.0311475 | Time: 2427.07 ms [2021-03-18 04:58:17 main:574] : INFO : Epoch 1962 | loss: 0.0311172 | val_loss: 0.0311519 | Time: 2421.84 ms [2021-03-18 04:58:20 main:574] : INFO : Epoch 1963 | loss: 0.0311172 | val_loss: 0.0311469 | Time: 2376.94 ms [2021-03-18 04:58:22 main:574] : INFO : Epoch 1964 | loss: 0.0311181 | val_loss: 0.0311477 | Time: 2450.22 ms [2021-03-18 04:58:25 main:574] : INFO : Epoch 1965 | loss: 0.0311166 | val_loss: 0.0311511 | Time: 2308.54 ms [2021-03-18 04:58:27 main:574] : INFO : Epoch 1966 | loss: 0.0311161 | val_loss: 0.0311513 | Time: 2250.65 ms [2021-03-18 04:58:29 main:574] : INFO : Epoch 1967 | loss: 0.0311169 | val_loss: 0.0311488 | Time: 2203.98 ms [2021-03-18 04:58:31 main:574] : INFO : Epoch 1968 | loss: 0.0311173 | val_loss: 0.0311481 | Time: 2371.61 ms [2021-03-18 04:58:34 main:574] : INFO : Epoch 1969 | loss: 0.0311179 | val_loss: 0.0311505 | Time: 2233.13 ms [2021-03-18 04:58:36 main:574] : INFO : Epoch 1970 | loss: 0.0311178 | val_loss: 0.0311466 | Time: 2341.31 ms [2021-03-18 04:58:38 main:574] : INFO : Epoch 1971 | loss: 0.0311186 | val_loss: 0.03115 | Time: 2319.15 ms [2021-03-18 04:58:41 main:574] : INFO : Epoch 1972 | loss: 0.0311175 | val_loss: 0.0311554 | Time: 2272.22 ms [2021-03-18 04:58:43 main:574] : INFO : Epoch 1973 | loss: 0.0311197 | val_loss: 0.0311506 | Time: 2413.56 ms [2021-03-18 04:58:45 main:574] : INFO : Epoch 1974 | loss: 0.0311195 | val_loss: 0.0311499 | Time: 2358.16 ms [2021-03-18 04:58:48 main:574] : INFO : Epoch 1975 | loss: 0.0311213 | val_loss: 0.031148 | Time: 2313.55 ms [2021-03-18 04:58:50 main:574] : INFO : Epoch 1976 | loss: 0.0311223 | val_loss: 0.0311466 | Time: 2312.46 ms [2021-03-18 04:58:52 main:574] : INFO : Epoch 1977 | loss: 0.0311229 | val_loss: 0.0311492 | Time: 2318.99 ms [2021-03-18 04:58:55 main:574] : INFO : Epoch 1978 | loss: 0.0311261 | val_loss: 0.0311491 | Time: 2672.45 ms [2021-03-18 04:58:58 main:574] : INFO : Epoch 1979 | loss: 0.0311251 | val_loss: 0.0311468 | Time: 2366.67 ms [2021-03-18 04:59:00 main:574] : INFO : Epoch 1980 | loss: 0.0311239 | val_loss: 0.0311541 | Time: 2280.74 ms [2021-03-18 04:59:02 main:574] : INFO : Epoch 1981 | loss: 0.0311236 | val_loss: 0.0311478 | Time: 2269.49 ms [2021-03-18 04:59:04 main:574] : INFO : Epoch 1982 | loss: 0.0311241 | val_loss: 0.0311475 | Time: 2297.73 ms [2021-03-18 04:59:07 main:574] : INFO : Epoch 1983 | loss: 0.0311242 | val_loss: 0.0311524 | Time: 2335.18 ms [2021-03-18 04:59:09 main:574] : INFO : Epoch 1984 | loss: 0.0311274 | val_loss: 0.0311527 | Time: 2270.92 ms [2021-03-18 04:59:11 main:574] : INFO : Epoch 1985 | loss: 0.0311247 | val_loss: 0.0311512 | Time: 2297.74 ms [2021-03-18 04:59:14 main:574] : INFO : Epoch 1986 | loss: 0.0311232 | val_loss: 0.0311524 | Time: 2282 ms [2021-03-18 04:59:16 main:574] : INFO : Epoch 1987 | loss: 0.0311229 | val_loss: 0.0311522 | Time: 2298.12 ms [2021-03-18 04:59:18 main:574] : INFO : Epoch 1988 | loss: 0.031125 | val_loss: 0.03115 | Time: 2320.11 ms [2021-03-18 04:59:21 main:574] : INFO : Epoch 1989 | loss: 0.0311224 | val_loss: 0.0311492 | Time: 2268.55 ms [2021-03-18 04:59:23 main:574] : INFO : Epoch 1990 | loss: 0.0311215 | val_loss: 0.0311516 | Time: 2296.98 ms [2021-03-18 04:59:25 main:574] : INFO : Epoch 1991 | loss: 0.0311206 | val_loss: 0.0311481 | Time: 2278.01 ms [2021-03-18 04:59:27 main:574] : INFO : Epoch 1992 | loss: 0.0311226 | val_loss: 0.0311542 | Time: 2320.59 ms [2021-03-18 04:59:30 main:574] : INFO : Epoch 1993 | loss: 0.0311212 | val_loss: 0.0311515 | Time: 2244.79 ms [2021-03-18 04:59:32 main:574] : INFO : Epoch 1994 | loss: 0.0311192 | val_loss: 0.0311537 | Time: 2310.05 ms [2021-03-18 04:59:35 main:574] : INFO : Epoch 1995 | loss: 0.0311188 | val_loss: 0.0311486 | Time: 2383.97 ms [2021-03-18 04:59:37 main:574] : INFO : Epoch 1996 | loss: 0.0311167 | val_loss: 0.0311484 | Time: 2570.3 ms [2021-03-18 04:59:39 main:574] : INFO : Epoch 1997 | loss: 0.0311163 | val_loss: 0.031146 | Time: 2368.72 ms [2021-03-18 04:59:42 main:574] : INFO : Epoch 1998 | loss: 0.0311163 | val_loss: 0.0311482 | Time: 2334.25 ms [2021-03-18 04:59:44 main:574] : INFO : Epoch 1999 | loss: 0.0311182 | val_loss: 0.0311491 | Time: 2336.89 ms [2021-03-18 04:59:47 main:574] : INFO : Epoch 2000 | loss: 0.0311177 | val_loss: 0.0311507 | Time: 2482.89 ms [2021-03-18 04:59:49 main:574] : INFO : Epoch 2001 | loss: 0.0311186 | val_loss: 0.031152 | Time: 2443.2 ms [2021-03-18 04:59:52 main:574] : INFO : Epoch 2002 | loss: 0.0311196 | val_loss: 0.0311563 | Time: 2467.84 ms [2021-03-18 04:59:54 main:574] : INFO : Epoch 2003 | loss: 0.031123 | val_loss: 0.031153 | Time: 2414.07 ms [2021-03-18 04:59:56 main:574] : INFO : Epoch 2004 | loss: 0.0311195 | val_loss: 0.031152 | Time: 2375.82 ms [2021-03-18 04:59:59 main:574] : INFO : Epoch 2005 | loss: 0.0311174 | val_loss: 0.0311518 | Time: 2408.37 ms [2021-03-18 05:00:01 main:574] : INFO : Epoch 2006 | loss: 0.0311163 | val_loss: 0.031148 | Time: 2522.95 ms [2021-03-18 05:00:04 main:574] : INFO : Epoch 2007 | loss: 0.031121 | val_loss: 0.0311543 | Time: 2548.2 ms [2021-03-18 05:00:06 main:574] : INFO : Epoch 2008 | loss: 0.0311204 | val_loss: 0.0311481 | Time: 2455.09 ms [2021-03-18 05:00:09 main:574] : INFO : Epoch 2009 | loss: 0.0311185 | val_loss: 0.0311476 | Time: 2572.48 ms [2021-03-18 05:00:12 main:574] : INFO : Epoch 2010 | loss: 0.0311191 | val_loss: 0.0311513 | Time: 2554.92 ms [2021-03-18 05:00:14 main:574] : INFO : Epoch 2011 | loss: 0.0311174 | val_loss: 0.0311523 | Time: 2463.51 ms [2021-03-18 05:00:16 main:574] : INFO : Epoch 2012 | loss: 0.0311194 | val_loss: 0.0311504 | Time: 2439.99 ms [2021-03-18 05:00:19 main:574] : INFO : Epoch 2013 | loss: 0.0311241 | val_loss: 0.0311534 | Time: 2408.96 ms [2021-03-18 05:00:21 main:574] : INFO : Epoch 2014 | loss: 0.0311207 | val_loss: 0.0311521 | Time: 2405.62 ms [2021-03-18 05:00:24 main:574] : INFO : Epoch 2015 | loss: 0.0311163 | val_loss: 0.0311514 | Time: 2457.87 ms [2021-03-18 05:00:26 main:574] : INFO : Epoch 2016 | loss: 0.0311164 | val_loss: 0.0311488 | Time: 2553.44 ms [2021-03-18 05:00:29 main:574] : INFO : Epoch 2017 | loss: 0.0311179 | val_loss: 0.0311474 | Time: 2325.57 ms [2021-03-18 05:00:31 main:574] : INFO : Epoch 2018 | loss: 0.0311177 | val_loss: 0.0311462 | Time: 2366 ms [2021-03-18 05:00:34 main:574] : INFO : Epoch 2019 | loss: 0.031116 | val_loss: 0.0311492 | Time: 2357.57 ms [2021-03-18 05:00:36 main:574] : INFO : Epoch 2020 | loss: 0.0311161 | val_loss: 0.0311481 | Time: 2448.92 ms [2021-03-18 05:00:38 main:574] : INFO : Epoch 2021 | loss: 0.0311147 | val_loss: 0.0311486 | Time: 2317.18 ms [2021-03-18 05:00:41 main:574] : INFO : Epoch 2022 | loss: 0.0311155 | val_loss: 0.0311489 | Time: 2404.4 ms [2021-03-18 05:00:43 main:574] : INFO : Epoch 2023 | loss: 0.0311179 | val_loss: 0.0311463 | Time: 2482.33 ms [2021-03-18 05:00:46 main:574] : INFO : Epoch 2024 | loss: 0.0311141 | val_loss: 0.0311446 | Time: 2413.03 ms [2021-03-18 05:00:48 main:574] : INFO : Epoch 2025 | loss: 0.0311153 | val_loss: 0.0311497 | Time: 2534.9 ms [2021-03-18 05:00:51 main:574] : INFO : Epoch 2026 | loss: 0.0311138 | val_loss: 0.0311467 | Time: 2487.26 ms [2021-03-18 05:00:53 main:574] : INFO : Epoch 2027 | loss: 0.0311137 | val_loss: 0.0311529 | Time: 2398.91 ms [2021-03-18 05:00:56 main:574] : INFO : Epoch 2028 | loss: 0.0311156 | val_loss: 0.0311487 | Time: 2387.12 ms [2021-03-18 05:00:58 main:574] : INFO : Epoch 2029 | loss: 0.0311135 | val_loss: 0.0311448 | Time: 2413.11 ms [2021-03-18 05:01:00 main:574] : INFO : Epoch 2030 | loss: 0.0311295 | val_loss: 0.0311487 | Time: 2491.63 ms [2021-03-18 05:01:03 main:574] : INFO : Epoch 2031 | loss: 0.0311345 | val_loss: 0.03115 | Time: 2437.47 ms [2021-03-18 05:01:05 main:574] : INFO : Epoch 2032 | loss: 0.031131 | val_loss: 0.0311491 | Time: 2493.98 ms [2021-03-18 05:01:08 main:574] : INFO : Epoch 2033 | loss: 0.0311287 | val_loss: 0.0311496 | Time: 2517.19 ms [2021-03-18 05:01:10 main:574] : INFO : Epoch 2034 | loss: 0.0311258 | val_loss: 0.0311462 | Time: 2371.72 ms [2021-03-18 05:01:13 main:574] : INFO : Epoch 2035 | loss: 0.0311242 | val_loss: 0.0311479 | Time: 2387.59 ms [2021-03-18 05:01:15 main:574] : INFO : Epoch 2036 | loss: 0.0311266 | val_loss: 0.0311554 | Time: 2393.86 ms [2021-03-18 05:01:18 main:574] : INFO : Epoch 2037 | loss: 0.0311289 | val_loss: 0.031146 | Time: 2389.17 ms [2021-03-18 05:01:20 main:574] : INFO : Epoch 2038 | loss: 0.0311282 | val_loss: 0.0311517 | Time: 2371.23 ms [2021-03-18 05:01:22 main:574] : INFO : Epoch 2039 | loss: 0.0311287 | val_loss: 0.0311499 | Time: 2341.08 ms [2021-03-18 05:01:25 main:574] : INFO : Epoch 2040 | loss: 0.0311261 | val_loss: 0.0311477 | Time: 2345.99 ms [2021-03-18 05:01:27 main:574] : INFO : Epoch 2041 | loss: 0.0311228 | val_loss: 0.0311527 | Time: 2375.88 ms [2021-03-18 05:01:29 main:574] : INFO : Epoch 2042 | loss: 0.0311236 | val_loss: 0.0311495 | Time: 2337.63 ms [2021-03-18 05:01:32 main:574] : INFO : Epoch 2043 | loss: 0.0311251 | val_loss: 0.0311483 | Time: 2334.17 ms [2021-03-18 05:01:34 main:574] : INFO : Epoch 2044 | loss: 0.0311233 | val_loss: 0.0311512 | Time: 2390.14 ms [2021-03-18 05:01:37 main:574] : INFO : Epoch 2045 | loss: 0.0311255 | val_loss: 0.0311474 | Time: 2359.75 ms [2021-03-18 05:01:39 main:574] : INFO : Epoch 2046 | loss: 0.0311256 | val_loss: 0.0311449 | Time: 2356.99 ms [2021-03-18 05:01:41 main:574] : INFO : Epoch 2047 | loss: 0.0311243 | val_loss: 0.0311461 | Time: 2346.7 ms [2021-03-18 05:01:44 main:574] : INFO : Epoch 2048 | loss: 0.0311248 | val_loss: 0.0311468 | Time: 2375.62 ms [2021-03-18 05:01:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311468 [2021-03-18 05:01:44 main:603] : INFO : Saving end state to config to file [2021-03-18 05:01:44 main:608] : INFO : Success, exiting.. 05:01:44 (15540): 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)