Task 5087344
| Name | ParityMachine-1619234522-2955-0_1 |
| Workunit | 3041362 |
| Created | 25 Apr 2021, 13:30:51 UTC |
| Sent | 25 Apr 2021, 15:26:51 UTC |
| Report deadline | 3 May 2021, 15:26:51 UTC |
| Received | 29 Apr 2021, 22:48:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7086 |
| Run time | 1 hours 19 min 15 sec |
| CPU time | 1 hours 19 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,049.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0309592 | val_loss: 0.0312644 | Time: 2225.83 ms [2021-04-29 23:28:35 main:574] : INFO : Epoch 1543 | loss: 0.0309979 | val_loss: 0.0313087 | Time: 2418.08 ms [2021-04-29 23:28:37 main:574] : INFO : Epoch 1544 | loss: 0.0309707 | val_loss: 0.0313177 | Time: 2328.67 ms [2021-04-29 23:28:40 main:574] : INFO : Epoch 1545 | loss: 0.0309413 | val_loss: 0.0313456 | Time: 2214.58 ms [2021-04-29 23:28:42 main:574] : INFO : Epoch 1546 | loss: 0.0309384 | val_loss: 0.0313455 | Time: 2359.5 ms [2021-04-29 23:28:44 main:574] : INFO : Epoch 1547 | loss: 0.0309382 | val_loss: 0.0313726 | Time: 2344.83 ms [2021-04-29 23:28:47 main:574] : INFO : Epoch 1548 | loss: 0.0309432 | val_loss: 0.0313416 | Time: 2220.24 ms [2021-04-29 23:28:49 main:574] : INFO : Epoch 1549 | loss: 0.0309398 | val_loss: 0.0313392 | Time: 2377.67 ms [2021-04-29 23:28:51 main:574] : INFO : Epoch 1550 | loss: 0.0309491 | val_loss: 0.0313664 | Time: 2323.73 ms [2021-04-29 23:28:54 main:574] : INFO : Epoch 1551 | loss: 0.0309505 | val_loss: 0.0313335 | Time: 2342.25 ms [2021-04-29 23:28:56 main:574] : INFO : Epoch 1552 | loss: 0.0309447 | val_loss: 0.0313398 | Time: 2341.44 ms [2021-04-29 23:28:58 main:574] : INFO : Epoch 1553 | loss: 0.0309381 | val_loss: 0.031342 | Time: 2426.61 ms [2021-04-29 23:29:01 main:574] : INFO : Epoch 1554 | loss: 0.0309364 | val_loss: 0.0313395 | Time: 2274.11 ms [2021-04-29 23:29:03 main:574] : INFO : Epoch 1555 | loss: 0.0309369 | val_loss: 0.0313458 | Time: 2343.19 ms [2021-04-29 23:29:05 main:574] : INFO : Epoch 1556 | loss: 0.0309394 | val_loss: 0.0313674 | Time: 2361.4 ms [2021-04-29 23:29:08 main:574] : INFO : Epoch 1557 | loss: 0.0309494 | val_loss: 0.0313226 | Time: 2262.42 ms [2021-04-29 23:29:10 main:574] : INFO : Epoch 1558 | loss: 0.0309653 | val_loss: 0.0313396 | Time: 2384.85 ms [2021-04-29 23:29:12 main:574] : INFO : Epoch 1559 | loss: 0.0309457 | val_loss: 0.0313348 | Time: 2345 ms [2021-04-29 23:29:15 main:574] : INFO : Epoch 1560 | loss: 0.0309335 | val_loss: 0.0313349 | Time: 2278.23 ms [2021-04-29 23:29:17 main:574] : INFO : Epoch 1561 | loss: 0.0309436 | val_loss: 0.0313331 | Time: 2342.81 ms [2021-04-29 23:29:19 main:574] : INFO : Epoch 1562 | loss: 0.0309364 | val_loss: 0.0313672 | Time: 2383.05 ms [2021-04-29 23:29:22 main:574] : INFO : Epoch 1563 | loss: 0.03093 | val_loss: 0.0313491 | Time: 2224.57 ms [2021-04-29 23:29:24 main:574] : INFO : Epoch 1564 | loss: 0.0309342 | val_loss: 0.0313773 | Time: 2256.88 ms [2021-04-29 23:29:26 main:574] : INFO : Epoch 1565 | loss: 0.0309381 | val_loss: 0.0313736 | Time: 2402.42 ms [2021-04-29 23:29:29 main:574] : INFO : Epoch 1566 | loss: 0.0309321 | val_loss: 0.0313413 | Time: 2240.39 ms [2021-04-29 23:29:31 main:574] : INFO : Epoch 1567 | loss: 0.0309346 | val_loss: 0.0313163 | Time: 2249.82 ms [2021-04-29 23:29:33 main:574] : INFO : Epoch 1568 | loss: 0.0309466 | val_loss: 0.0313339 | Time: 2448.62 ms [2021-04-29 23:29:36 main:574] : INFO : Epoch 1569 | loss: 0.0309464 | val_loss: 0.0313478 | Time: 2278.91 ms [2021-04-29 23:29:38 main:574] : INFO : Epoch 1570 | loss: 0.0309354 | val_loss: 0.0313256 | Time: 2220.95 ms [2021-04-29 23:29:40 main:574] : INFO : Epoch 1571 | loss: 0.0309628 | val_loss: 0.0313552 | Time: 2422.71 ms [2021-04-29 23:29:43 main:574] : INFO : Epoch 1572 | loss: 0.0309631 | val_loss: 0.0313285 | Time: 2333.65 ms [2021-04-29 23:29:45 main:574] : INFO : Epoch 1573 | loss: 0.0309458 | val_loss: 0.031365 | Time: 2173.6 ms [2021-04-29 23:29:47 main:574] : INFO : Epoch 1574 | loss: 0.03094 | val_loss: 0.031358 | Time: 2329.37 ms [2021-04-29 23:29:49 main:574] : INFO : Epoch 1575 | loss: 0.0309476 | val_loss: 0.0312877 | Time: 2352.03 ms [2021-04-29 23:29:52 main:574] : INFO : Epoch 1576 | loss: 0.0309819 | val_loss: 0.0313154 | Time: 2290.21 ms [2021-04-29 23:29:54 main:574] : INFO : Epoch 1577 | loss: 0.0309489 | val_loss: 0.0313706 | Time: 2311.04 ms [2021-04-29 23:29:56 main:574] : INFO : Epoch 1578 | loss: 0.0309359 | val_loss: 0.0313558 | Time: 2383.51 ms [2021-04-29 23:29:59 main:574] : INFO : Epoch 1579 | loss: 0.0309371 | val_loss: 0.0313292 | Time: 2274.23 ms [2021-04-29 23:30:01 main:574] : INFO : Epoch 1580 | loss: 0.0309401 | val_loss: 0.0313402 | Time: 2221.9 ms [2021-04-29 23:30:03 main:574] : INFO : Epoch 1581 | loss: 0.0309396 | val_loss: 0.0313631 | Time: 2347.13 ms [2021-04-29 23:30:06 main:574] : INFO : Epoch 1582 | loss: 0.0309438 | val_loss: 0.0313036 | Time: 2340.02 ms [2021-04-29 23:30:08 main:574] : INFO : Epoch 1583 | loss: 0.0309436 | val_loss: 0.0313484 | Time: 2207.07 ms [2021-04-29 23:30:10 main:574] : INFO : Epoch 1584 | loss: 0.0309319 | val_loss: 0.0313307 | Time: 2377.1 ms [2021-04-29 23:30:12 main:574] : INFO : Epoch 1585 | loss: 0.0309286 | val_loss: 0.0313484 | Time: 2346.89 ms [2021-04-29 23:30:15 main:574] : INFO : Epoch 1586 | loss: 0.0309366 | val_loss: 0.0313413 | Time: 2168.93 ms [2021-04-29 23:30:17 main:574] : INFO : Epoch 1587 | loss: 0.0309465 | val_loss: 0.0313221 | Time: 2320.57 ms [2021-04-29 23:30:19 main:574] : INFO : Epoch 1588 | loss: 0.0309395 | val_loss: 0.031355 | Time: 2372.31 ms [2021-04-29 23:30:22 main:574] : INFO : Epoch 1589 | loss: 0.0309361 | val_loss: 0.0313461 | Time: 2266.8 ms [2021-04-29 23:30:24 main:574] : INFO : Epoch 1590 | loss: 0.0309513 | val_loss: 0.0313956 | Time: 2290.69 ms [2021-04-29 23:30:26 main:574] : INFO : Epoch 1591 | loss: 0.0309461 | val_loss: 0.0313639 | Time: 2398.32 ms [2021-04-29 23:30:29 main:574] : INFO : Epoch 1592 | loss: 0.0309388 | val_loss: 0.0313594 | Time: 2299.51 ms [2021-04-29 23:30:31 main:574] : INFO : Epoch 1593 | loss: 0.0309506 | val_loss: 0.0313581 | Time: 2227.81 ms [2021-04-29 23:30:33 main:574] : INFO : Epoch 1594 | loss: 0.0309498 | val_loss: 0.0313267 | Time: 2407.65 ms [2021-04-29 23:30:36 main:574] : INFO : Epoch 1595 | loss: 0.0309536 | val_loss: 0.0313631 | Time: 2321.08 ms [2021-04-29 23:30:38 main:574] : INFO : Epoch 1596 | loss: 0.0309456 | val_loss: 0.0313808 | Time: 2214.55 ms [2021-04-29 23:30:40 main:574] : INFO : Epoch 1597 | loss: 0.0309342 | val_loss: 0.0313481 | Time: 2397.29 ms [2021-04-29 23:30:43 main:574] : INFO : Epoch 1598 | loss: 0.0309324 | val_loss: 0.0313455 | Time: 2338.27 ms [2021-04-29 23:30:45 main:574] : INFO : Epoch 1599 | loss: 0.0309369 | val_loss: 0.0313026 | Time: 2233.5 ms [2021-04-29 23:30:47 main:574] : INFO : Epoch 1600 | loss: 0.0309429 | val_loss: 0.0313663 | Time: 2413.97 ms [2021-04-29 23:30:50 main:574] : INFO : Epoch 1601 | loss: 0.0309494 | val_loss: 0.0313962 | Time: 2351.42 ms [2021-04-29 23:30:52 main:574] : INFO : Epoch 1602 | loss: 0.0309331 | val_loss: 0.0313482 | Time: 2221.21 ms [2021-04-29 23:30:54 main:574] : INFO : Epoch 1603 | loss: 0.0309311 | val_loss: 0.0313377 | Time: 2360.33 ms [2021-04-29 23:30:57 main:574] : INFO : Epoch 1604 | loss: 0.0309345 | val_loss: 0.0313482 | Time: 2404.13 ms [2021-04-29 23:30:59 main:574] : INFO : Epoch 1605 | loss: 0.0309306 | val_loss: 0.0313612 | Time: 2194.23 ms [2021-04-29 23:31:01 main:574] : INFO : Epoch 1606 | loss: 0.0309329 | val_loss: 0.0313516 | Time: 2295.76 ms [2021-04-29 23:31:03 main:574] : INFO : Epoch 1607 | loss: 0.0309374 | val_loss: 0.0313464 | Time: 2400.82 ms [2021-04-29 23:31:06 main:574] : INFO : Epoch 1608 | loss: 0.0309392 | val_loss: 0.0313627 | Time: 2261.01 ms [2021-04-29 23:31:08 main:574] : INFO : Epoch 1609 | loss: 0.0309466 | val_loss: 0.0313413 | Time: 2344.1 ms [2021-04-29 23:31:10 main:574] : INFO : Epoch 1610 | loss: 0.0309461 | val_loss: 0.0313666 | Time: 2342.49 ms [2021-04-29 23:31:13 main:574] : INFO : Epoch 1611 | loss: 0.0309433 | val_loss: 0.0313767 | Time: 2345.02 ms [2021-04-29 23:31:15 main:574] : INFO : Epoch 1612 | loss: 0.0309423 | val_loss: 0.0313786 | Time: 2474.34 ms [2021-04-29 23:31:18 main:574] : INFO : Epoch 1613 | loss: 0.0309514 | val_loss: 0.0313009 | Time: 2405.98 ms [2021-04-29 23:31:20 main:574] : INFO : Epoch 1614 | loss: 0.0309611 | val_loss: 0.0313927 | Time: 2185.39 ms [2021-04-29 23:31:22 main:574] : INFO : Epoch 1615 | loss: 0.0309418 | val_loss: 0.0313875 | Time: 2354.9 ms [2021-04-29 23:31:24 main:574] : INFO : Epoch 1616 | loss: 0.0309363 | val_loss: 0.031354 | Time: 2326.22 ms [2021-04-29 23:31:27 main:574] : INFO : Epoch 1617 | loss: 0.0309411 | val_loss: 0.0313577 | Time: 2192.75 ms [2021-04-29 23:31:29 main:574] : INFO : Epoch 1618 | loss: 0.0309417 | val_loss: 0.0313862 | Time: 2222.05 ms [2021-04-29 23:31:31 main:574] : INFO : Epoch 1619 | loss: 0.0309301 | val_loss: 0.0313516 | Time: 2388.26 ms [2021-04-29 23:31:34 main:574] : INFO : Epoch 1620 | loss: 0.0309331 | val_loss: 0.0313583 | Time: 2324.38 ms [2021-04-29 23:31:36 main:574] : INFO : Epoch 1621 | loss: 0.0309379 | val_loss: 0.0313397 | Time: 2211.97 ms [2021-04-29 23:31:38 main:574] : INFO : Epoch 1622 | loss: 0.0309329 | val_loss: 0.0313874 | Time: 2333.06 ms [2021-04-29 23:31:40 main:574] : INFO : Epoch 1623 | loss: 0.0309378 | val_loss: 0.0313259 | Time: 2289.12 ms [2021-04-29 23:31:43 main:574] : INFO : Epoch 1624 | loss: 0.0309513 | val_loss: 0.0313261 | Time: 2216.75 ms [2021-04-29 23:31:45 main:574] : INFO : Epoch 1625 | loss: 0.0309467 | val_loss: 0.0313582 | Time: 2217.93 ms [2021-04-29 23:31:47 main:574] : INFO : Epoch 1626 | loss: 0.0309478 | val_loss: 0.0313404 | Time: 2361.66 ms [2021-04-29 23:31:50 main:574] : INFO : Epoch 1627 | loss: 0.0309387 | val_loss: 0.0313254 | Time: 2389.28 ms [2021-04-29 23:31:52 main:574] : INFO : Epoch 1628 | loss: 0.030951 | val_loss: 0.0313446 | Time: 2204.73 ms [2021-04-29 23:31:54 main:574] : INFO : Epoch 1629 | loss: 0.0309357 | val_loss: 0.0313808 | Time: 2358.9 ms [2021-04-29 23:31:57 main:574] : INFO : Epoch 1630 | loss: 0.0309335 | val_loss: 0.0313798 | Time: 2316.11 ms [2021-04-29 23:31:59 main:574] : INFO : Epoch 1631 | loss: 0.0309348 | val_loss: 0.031341 | Time: 2138.67 ms [2021-04-29 23:32:01 main:574] : INFO : Epoch 1632 | loss: 0.0309409 | val_loss: 0.0313532 | Time: 2212.98 ms [2021-04-29 23:32:03 main:574] : INFO : Epoch 1633 | loss: 0.0309485 | val_loss: 0.0313327 | Time: 2411.31 ms [2021-04-29 23:32:06 main:574] : INFO : Epoch 1634 | loss: 0.0309406 | val_loss: 0.0313494 | Time: 2326.52 ms [2021-04-29 23:32:08 main:574] : INFO : Epoch 1635 | loss: 0.0309391 | val_loss: 0.0313451 | Time: 2224.4 ms [2021-04-29 23:32:10 main:574] : INFO : Epoch 1636 | loss: 0.0309367 | val_loss: 0.0313817 | Time: 2356.24 ms [2021-04-29 23:32:13 main:574] : INFO : Epoch 1637 | loss: 0.0309513 | val_loss: 0.0313893 | Time: 2406.72 ms [2021-04-29 23:32:15 main:574] : INFO : Epoch 1638 | loss: 0.0309618 | val_loss: 0.0313216 | Time: 2214.84 ms [2021-04-29 23:32:17 main:574] : INFO : Epoch 1639 | loss: 0.0309529 | val_loss: 0.0313768 | Time: 2345.33 ms [2021-04-29 23:32:19 main:574] : INFO : Epoch 1640 | loss: 0.0309485 | val_loss: 0.0313491 | Time: 2318.61 ms [2021-04-29 23:32:22 main:574] : INFO : Epoch 1641 | loss: 0.0309447 | val_loss: 0.0313534 | Time: 2246.04 ms [2021-04-29 23:32:24 main:574] : INFO : Epoch 1642 | loss: 0.0309598 | val_loss: 0.0313343 | Time: 2277.04 ms [2021-04-29 23:32:26 main:574] : INFO : Epoch 1643 | loss: 0.0309495 | val_loss: 0.0313023 | Time: 2322.47 ms [2021-04-29 23:32:29 main:574] : INFO : Epoch 1644 | loss: 0.0309519 | val_loss: 0.0313373 | Time: 2295.94 ms [2021-04-29 23:32:31 main:574] : INFO : Epoch 1645 | loss: 0.030931 | val_loss: 0.0313595 | Time: 2208.97 ms [2021-04-29 23:32:33 main:574] : INFO : Epoch 1646 | loss: 0.0309294 | val_loss: 0.0313334 | Time: 2366.87 ms [2021-04-29 23:32:36 main:574] : INFO : Epoch 1647 | loss: 0.0309389 | val_loss: 0.0313018 | Time: 2365.8 ms [2021-04-29 23:32:38 main:574] : INFO : Epoch 1648 | loss: 0.0309408 | val_loss: 0.0313109 | Time: 2198.95 ms [2021-04-29 23:32:40 main:574] : INFO : Epoch 1649 | loss: 0.0309386 | val_loss: 0.0313421 | Time: 2188.62 ms [2021-04-29 23:32:42 main:574] : INFO : Epoch 1650 | loss: 0.0309338 | val_loss: 0.0313892 | Time: 2390.47 ms [2021-04-29 23:32:45 main:574] : INFO : Epoch 1651 | loss: 0.0309297 | val_loss: 0.03135 | Time: 2358.55 ms [2021-04-29 23:32:47 main:574] : INFO : Epoch 1652 | loss: 0.0309405 | val_loss: 0.0313691 | Time: 2252.28 ms [2021-04-29 23:32:49 main:574] : INFO : Epoch 1653 | loss: 0.0309372 | val_loss: 0.0313487 | Time: 2401.13 ms [2021-04-29 23:32:52 main:574] : INFO : Epoch 1654 | loss: 0.0309558 | val_loss: 0.0313422 | Time: 2299.09 ms [2021-04-29 23:32:54 main:574] : INFO : Epoch 1655 | loss: 0.0309513 | val_loss: 0.0313196 | Time: 2164.42 ms [2021-04-29 23:32:56 main:574] : INFO : Epoch 1656 | loss: 0.0309467 | val_loss: 0.0313439 | Time: 2228.51 ms [2021-04-29 23:32:58 main:574] : INFO : Epoch 1657 | loss: 0.0309475 | val_loss: 0.0313568 | Time: 2390.47 ms [2021-04-29 23:33:01 main:574] : INFO : Epoch 1658 | loss: 0.030946 | val_loss: 0.0314062 | Time: 2266.74 ms [2021-04-29 23:33:03 main:574] : INFO : Epoch 1659 | loss: 0.030948 | val_loss: 0.0313546 | Time: 2223.39 ms [2021-04-29 23:33:05 main:574] : INFO : Epoch 1660 | loss: 0.0309372 | val_loss: 0.0313685 | Time: 2333.45 ms [2021-04-29 23:33:08 main:574] : INFO : Epoch 1661 | loss: 0.0309436 | val_loss: 0.0313693 | Time: 2319.08 ms [2021-04-29 23:33:10 main:574] : INFO : Epoch 1662 | loss: 0.0309373 | val_loss: 0.0313165 | Time: 2144.91 ms [2021-04-29 23:33:12 main:574] : INFO : Epoch 1663 | loss: 0.030955 | val_loss: 0.0313867 | Time: 2334.34 ms [2021-04-29 23:33:14 main:574] : INFO : Epoch 1664 | loss: 0.0309575 | val_loss: 0.031328 | Time: 2338.21 ms [2021-04-29 23:33:17 main:574] : INFO : Epoch 1665 | loss: 0.0309423 | val_loss: 0.0313333 | Time: 2292.99 ms [2021-04-29 23:33:19 main:574] : INFO : Epoch 1666 | loss: 0.0309421 | val_loss: 0.0313796 | Time: 2251.72 ms [2021-04-29 23:33:21 main:574] : INFO : Epoch 1667 | loss: 0.0309371 | val_loss: 0.0313682 | Time: 2260.63 ms [2021-04-29 23:33:23 main:574] : INFO : Epoch 1668 | loss: 0.0309389 | val_loss: 0.0313534 | Time: 2186.56 ms [2021-04-29 23:33:26 main:574] : INFO : Epoch 1669 | loss: 0.0309326 | val_loss: 0.0313679 | Time: 2277.37 ms [2021-04-29 23:33:28 main:574] : INFO : Epoch 1670 | loss: 0.0309429 | val_loss: 0.0313608 | Time: 2238.02 ms [2021-04-29 23:33:30 main:574] : INFO : Epoch 1671 | loss: 0.030947 | val_loss: 0.0313536 | Time: 2361.91 ms [2021-04-29 23:33:33 main:574] : INFO : Epoch 1672 | loss: 0.0309502 | val_loss: 0.0313044 | Time: 2346.97 ms [2021-04-29 23:33:35 main:574] : INFO : Epoch 1673 | loss: 0.0309489 | val_loss: 0.0313718 | Time: 2185.32 ms [2021-04-29 23:33:37 main:574] : INFO : Epoch 1674 | loss: 0.0309337 | val_loss: 0.0313585 | Time: 2238.97 ms [2021-04-29 23:33:39 main:574] : INFO : Epoch 1675 | loss: 0.0309339 | val_loss: 0.0313257 | Time: 2351.25 ms [2021-04-29 23:33:42 main:574] : INFO : Epoch 1676 | loss: 0.0309424 | val_loss: 0.0313975 | Time: 2283.89 ms [2021-04-29 23:33:44 main:574] : INFO : Epoch 1677 | loss: 0.0309383 | val_loss: 0.0313505 | Time: 2243.9 ms [2021-04-29 23:33:46 main:574] : INFO : Epoch 1678 | loss: 0.0309315 | val_loss: 0.0313677 | Time: 2356.4 ms [2021-04-29 23:33:49 main:574] : INFO : Epoch 1679 | loss: 0.0309339 | val_loss: 0.0313571 | Time: 2356.63 ms [2021-04-29 23:33:51 main:574] : INFO : Epoch 1680 | loss: 0.0309348 | val_loss: 0.0313572 | Time: 2198.82 ms [2021-04-29 23:33:53 main:574] : INFO : Epoch 1681 | loss: 0.0309435 | val_loss: 0.0313946 | Time: 2264.58 ms [2021-04-29 23:33:55 main:574] : INFO : Epoch 1682 | loss: 0.0309478 | val_loss: 0.0313076 | Time: 2325.06 ms [2021-04-29 23:33:58 main:574] : INFO : Epoch 1683 | loss: 0.0309443 | val_loss: 0.0313268 | Time: 2301.83 ms [2021-04-29 23:34:00 main:574] : INFO : Epoch 1684 | loss: 0.030945 | val_loss: 0.0313884 | Time: 2273.19 ms [2021-04-29 23:34:02 main:574] : INFO : Epoch 1685 | loss: 0.0309355 | val_loss: 0.0313374 | Time: 2418.41 ms [2021-04-29 23:34:05 main:574] : INFO : Epoch 1686 | loss: 0.030941 | val_loss: 0.0313438 | Time: 2313.41 ms [2021-04-29 23:34:07 main:574] : INFO : Epoch 1687 | loss: 0.030946 | val_loss: 0.031337 | Time: 2271.58 ms [2021-04-29 23:34:09 main:574] : INFO : Epoch 1688 | loss: 0.0309491 | val_loss: 0.0313753 | Time: 2284.17 ms [2021-04-29 23:34:12 main:574] : INFO : Epoch 1689 | loss: 0.0309363 | val_loss: 0.0313507 | Time: 2282.34 ms [2021-04-29 23:34:14 main:574] : INFO : Epoch 1690 | loss: 0.0309382 | val_loss: 0.0313801 | Time: 2253.56 ms [2021-04-29 23:34:16 main:574] : INFO : Epoch 1691 | loss: 0.0309384 | val_loss: 0.0313216 | Time: 2336.96 ms [2021-04-29 23:34:19 main:574] : INFO : Epoch 1692 | loss: 0.0309414 | val_loss: 0.0313051 | Time: 2365.7 ms [2021-04-29 23:34:21 main:574] : INFO : Epoch 1693 | loss: 0.0309533 | val_loss: 0.0313491 | Time: 2229.48 ms [2021-04-29 23:34:23 main:574] : INFO : Epoch 1694 | loss: 0.0309504 | val_loss: 0.0313204 | Time: 2266.22 ms [2021-04-29 23:34:25 main:574] : INFO : Epoch 1695 | loss: 0.0309492 | val_loss: 0.0313367 | Time: 2296.24 ms [2021-04-29 23:34:28 main:574] : INFO : Epoch 1696 | loss: 0.0309399 | val_loss: 0.031334 | Time: 2340.35 ms [2021-04-29 23:34:30 main:574] : INFO : Epoch 1697 | loss: 0.030938 | val_loss: 0.0313397 | Time: 2148.37 ms [2021-04-29 23:34:32 main:574] : INFO : Epoch 1698 | loss: 0.0309367 | val_loss: 0.0313492 | Time: 2273.89 ms [2021-04-29 23:34:35 main:574] : INFO : Epoch 1699 | loss: 0.0309261 | val_loss: 0.0313742 | Time: 2414.42 ms [2021-04-29 23:34:37 main:574] : INFO : Epoch 1700 | loss: 0.0309356 | val_loss: 0.0313899 | Time: 2250.66 ms [2021-04-29 23:34:39 main:574] : INFO : Epoch 1701 | loss: 0.0309343 | val_loss: 0.0313408 | Time: 2265.09 ms [2021-04-29 23:34:41 main:574] : INFO : Epoch 1702 | loss: 0.0309405 | val_loss: 0.0313718 | Time: 2366.68 ms [2021-04-29 23:34:44 main:574] : INFO : Epoch 1703 | loss: 0.0309354 | val_loss: 0.0313575 | Time: 2274.08 ms [2021-04-29 23:34:46 main:574] : INFO : Epoch 1704 | loss: 0.0309338 | val_loss: 0.0313856 | Time: 2181.16 ms [2021-04-29 23:34:48 main:574] : INFO : Epoch 1705 | loss: 0.0309497 | val_loss: 0.0313132 | Time: 2285.41 ms [2021-04-29 23:34:51 main:574] : INFO : Epoch 1706 | loss: 0.0309494 | val_loss: 0.031341 | Time: 2318.53 ms [2021-04-29 23:34:53 main:574] : INFO : Epoch 1707 | loss: 0.030934 | val_loss: 0.0313412 | Time: 2257.52 ms [2021-04-29 23:34:55 main:574] : INFO : Epoch 1708 | loss: 0.0309322 | val_loss: 0.0313716 | Time: 2297.57 ms [2021-04-29 23:34:58 main:574] : INFO : Epoch 1709 | loss: 0.0309525 | val_loss: 0.0313301 | Time: 2467.77 ms [2021-04-29 23:35:00 main:574] : INFO : Epoch 1710 | loss: 0.0309515 | val_loss: 0.0313153 | Time: 2268.15 ms [2021-04-29 23:35:02 main:574] : INFO : Epoch 1711 | loss: 0.0309489 | val_loss: 0.0313712 | Time: 2274.28 ms [2021-04-29 23:35:04 main:574] : INFO : Epoch 1712 | loss: 0.0309452 | val_loss: 0.0313363 | Time: 2374.86 ms [2021-04-29 23:35:07 main:574] : INFO : Epoch 1713 | loss: 0.0309336 | val_loss: 0.0313227 | Time: 2302.24 ms [2021-04-29 23:35:09 main:574] : INFO : Epoch 1714 | loss: 0.0309415 | val_loss: 0.0313708 | Time: 2254.37 ms [2021-04-29 23:35:11 main:574] : INFO : Epoch 1715 | loss: 0.03094 | val_loss: 0.0313329 | Time: 2409.32 ms [2021-04-29 23:35:14 main:574] : INFO : Epoch 1716 | loss: 0.0309399 | val_loss: 0.0313457 | Time: 2361.51 ms [2021-04-29 23:35:16 main:574] : INFO : Epoch 1717 | loss: 0.0309476 | val_loss: 0.031357 | Time: 2329.48 ms [2021-04-29 23:35:19 main:574] : INFO : Epoch 1718 | loss: 0.0309563 | val_loss: 0.031371 | Time: 2358.26 ms [2021-04-29 23:35:21 main:574] : INFO : Epoch 1719 | loss: 0.0309377 | val_loss: 0.0313259 | Time: 2294.27 ms [2021-04-29 23:35:23 main:574] : INFO : Epoch 1720 | loss: 0.0309419 | val_loss: 0.0313364 | Time: 2291.51 ms [2021-04-29 23:35:25 main:574] : INFO : Epoch 1721 | loss: 0.0309366 | val_loss: 0.0313525 | Time: 2367.45 ms [2021-04-29 23:35:28 main:574] : INFO : Epoch 1722 | loss: 0.0309474 | val_loss: 0.0313474 | Time: 2361.5 ms [2021-04-29 23:35:30 main:574] : INFO : Epoch 1723 | loss: 0.0309444 | val_loss: 0.0313675 | Time: 2218.04 ms [2021-04-29 23:35:32 main:574] : INFO : Epoch 1724 | loss: 0.0309398 | val_loss: 0.0314178 | Time: 2366.74 ms [2021-04-29 23:35:35 main:574] : INFO : Epoch 1725 | loss: 0.0309303 | val_loss: 0.0313433 | Time: 2353.55 ms [2021-04-29 23:35:37 main:574] : INFO : Epoch 1726 | loss: 0.0309495 | val_loss: 0.0313263 | Time: 2156.82 ms [2021-04-29 23:35:39 main:574] : INFO : Epoch 1727 | loss: 0.0309503 | val_loss: 0.0313352 | Time: 2361.94 ms [2021-04-29 23:35:42 main:574] : INFO : Epoch 1728 | loss: 0.0309343 | val_loss: 0.0313555 | Time: 2401.06 ms [2021-04-29 23:35:44 main:574] : INFO : Epoch 1729 | loss: 0.0309271 | val_loss: 0.0313746 | Time: 2225.72 ms [2021-04-29 23:35:46 main:574] : INFO : Epoch 1730 | loss: 0.0309225 | val_loss: 0.0313556 | Time: 2364.04 ms [2021-04-29 23:35:49 main:574] : INFO : Epoch 1731 | loss: 0.0309342 | val_loss: 0.0312623 | Time: 2364.84 ms [2021-04-29 23:35:51 main:574] : INFO : Epoch 1732 | loss: 0.0310033 | val_loss: 0.0313078 | Time: 2267.31 ms [2021-04-29 23:35:53 main:574] : INFO : Epoch 1733 | loss: 0.0309601 | val_loss: 0.0313483 | Time: 2344 ms [2021-04-29 23:35:56 main:574] : INFO : Epoch 1734 | loss: 0.0309456 | val_loss: 0.0313054 | Time: 2380.91 ms [2021-04-29 23:35:58 main:574] : INFO : Epoch 1735 | loss: 0.0309462 | val_loss: 0.0313477 | Time: 2261.6 ms [2021-04-29 23:36:00 main:574] : INFO : Epoch 1736 | loss: 0.0309467 | val_loss: 0.0313982 | Time: 2273.73 ms [2021-04-29 23:36:03 main:574] : INFO : Epoch 1737 | loss: 0.0309557 | val_loss: 0.0313002 | Time: 2361.93 ms [2021-04-29 23:36:05 main:574] : INFO : Epoch 1738 | loss: 0.0309414 | val_loss: 0.0313486 | Time: 2321.1 ms [2021-04-29 23:36:07 main:574] : INFO : Epoch 1739 | loss: 0.030939 | val_loss: 0.0313276 | Time: 2269.09 ms [2021-04-29 23:36:10 main:574] : INFO : Epoch 1740 | loss: 0.0309443 | val_loss: 0.0313627 | Time: 2395.46 ms [2021-04-29 23:36:12 main:574] : INFO : Epoch 1741 | loss: 0.0309597 | val_loss: 0.0312704 | Time: 2335.34 ms [2021-04-29 23:36:14 main:574] : INFO : Epoch 1742 | loss: 0.0309609 | val_loss: 0.0313682 | Time: 2136.65 ms [2021-04-29 23:36:16 main:574] : INFO : Epoch 1743 | loss: 0.0309484 | val_loss: 0.0313339 | Time: 2208.55 ms [2021-04-29 23:36:19 main:574] : INFO : Epoch 1744 | loss: 0.0309405 | val_loss: 0.0313366 | Time: 2395.16 ms [2021-04-29 23:36:21 main:574] : INFO : Epoch 1745 | loss: 0.030933 | val_loss: 0.0313471 | Time: 2272.45 ms [2021-04-29 23:36:23 main:574] : INFO : Epoch 1746 | loss: 0.0309434 | val_loss: 0.0313334 | Time: 2326.35 ms [2021-04-29 23:36:26 main:574] : INFO : Epoch 1747 | loss: 0.0309405 | val_loss: 0.0313499 | Time: 2393.07 ms [2021-04-29 23:36:28 main:574] : INFO : Epoch 1748 | loss: 0.0309363 | val_loss: 0.0313588 | Time: 2248.01 ms [2021-04-29 23:36:30 main:574] : INFO : Epoch 1749 | loss: 0.0309301 | val_loss: 0.0313612 | Time: 2221.58 ms [2021-04-29 23:36:32 main:574] : INFO : Epoch 1750 | loss: 0.0309258 | val_loss: 0.0313575 | Time: 2280.42 ms [2021-04-29 23:36:35 main:574] : INFO : Epoch 1751 | loss: 0.0309288 | val_loss: 0.0313559 | Time: 2276.99 ms [2021-04-29 23:36:37 main:574] : INFO : Epoch 1752 | loss: 0.0309515 | val_loss: 0.0313431 | Time: 2273.75 ms [2021-04-29 23:36:39 main:574] : INFO : Epoch 1753 | loss: 0.0309477 | val_loss: 0.031379 | Time: 2301.67 ms [2021-04-29 23:36:42 main:574] : INFO : Epoch 1754 | loss: 0.0309379 | val_loss: 0.0313425 | Time: 2415.24 ms [2021-04-29 23:36:44 main:574] : INFO : Epoch 1755 | loss: 0.0309392 | val_loss: 0.031335 | Time: 2274.26 ms [2021-04-29 23:36:46 main:574] : INFO : Epoch 1756 | loss: 0.0309334 | val_loss: 0.0313454 | Time: 2219.46 ms [2021-04-29 23:36:48 main:574] : INFO : Epoch 1757 | loss: 0.0309325 | val_loss: 0.0313239 | Time: 2351.41 ms [2021-04-29 23:36:51 main:574] : INFO : Epoch 1758 | loss: 0.0309409 | val_loss: 0.0313423 | Time: 2305.08 ms [2021-04-29 23:36:53 main:574] : INFO : Epoch 1759 | loss: 0.0309401 | val_loss: 0.0313599 | Time: 2211.79 ms [2021-04-29 23:36:55 main:574] : INFO : Epoch 1760 | loss: 0.0309451 | val_loss: 0.0313435 | Time: 2328.96 ms [2021-04-29 23:36:58 main:574] : INFO : Epoch 1761 | loss: 0.0309406 | val_loss: 0.0313232 | Time: 2381.83 ms [2021-04-29 23:37:00 main:574] : INFO : Epoch 1762 | loss: 0.030942 | val_loss: 0.0313452 | Time: 2227.38 ms [2021-04-29 23:37:02 main:574] : INFO : Epoch 1763 | loss: 0.0309317 | val_loss: 0.0313409 | Time: 2287.6 ms [2021-04-29 23:37:05 main:574] : INFO : Epoch 1764 | loss: 0.0309412 | val_loss: 0.031368 | Time: 2368.57 ms [2021-04-29 23:37:07 main:574] : INFO : Epoch 1765 | loss: 0.0309437 | val_loss: 0.0313126 | Time: 2306.3 ms [2021-04-29 23:37:09 main:574] : INFO : Epoch 1766 | loss: 0.0309398 | val_loss: 0.031377 | Time: 2254.11 ms [2021-04-29 23:37:12 main:574] : INFO : Epoch 1767 | loss: 0.0309331 | val_loss: 0.0313355 | Time: 2432.47 ms [2021-04-29 23:37:14 main:574] : INFO : Epoch 1768 | loss: 0.0309374 | val_loss: 0.0313899 | Time: 2269.68 ms [2021-04-29 23:37:16 main:574] : INFO : Epoch 1769 | loss: 0.0309318 | val_loss: 0.0314098 | Time: 2295.66 ms [2021-04-29 23:37:19 main:574] : INFO : Epoch 1770 | loss: 0.03093 | val_loss: 0.0313654 | Time: 2393.89 ms [2021-04-29 23:37:21 main:574] : INFO : Epoch 1771 | loss: 0.03094 | val_loss: 0.0313256 | Time: 2294.01 ms [2021-04-29 23:37:23 main:574] : INFO : Epoch 1772 | loss: 0.0309341 | val_loss: 0.0313496 | Time: 2244.46 ms [2021-04-29 23:37:25 main:574] : INFO : Epoch 1773 | loss: 0.0309421 | val_loss: 0.0313243 | Time: 2287.28 ms [2021-04-29 23:37:28 main:574] : INFO : Epoch 1774 | loss: 0.030943 | val_loss: 0.0313308 | Time: 2390.49 ms [2021-04-29 23:37:30 main:574] : INFO : Epoch 1775 | loss: 0.0309303 | val_loss: 0.0313504 | Time: 2231.65 ms [2021-04-29 23:37:32 main:574] : INFO : Epoch 1776 | loss: 0.0309336 | val_loss: 0.0313561 | Time: 2333.17 ms [2021-04-29 23:37:35 main:574] : INFO : Epoch 1777 | loss: 0.0309359 | val_loss: 0.0313498 | Time: 2375.72 ms [2021-04-29 23:37:37 main:574] : INFO : Epoch 1778 | loss: 0.0309345 | val_loss: 0.0313437 | Time: 2189.61 ms [2021-04-29 23:37:39 main:574] : INFO : Epoch 1779 | loss: 0.0309336 | val_loss: 0.0313755 | Time: 2256.97 ms [2021-04-29 23:37:42 main:574] : INFO : Epoch 1780 | loss: 0.0309376 | val_loss: 0.0313402 | Time: 2372.65 ms [2021-04-29 23:37:44 main:574] : INFO : Epoch 1781 | loss: 0.0309436 | val_loss: 0.0313239 | Time: 2341.34 ms [2021-04-29 23:37:46 main:574] : INFO : Epoch 1782 | loss: 0.0309582 | val_loss: 0.0313649 | Time: 2251.9 ms [2021-04-29 23:37:49 main:574] : INFO : Epoch 1783 | loss: 0.0309461 | val_loss: 0.0313401 | Time: 2434.58 ms [2021-04-29 23:37:51 main:574] : INFO : Epoch 1784 | loss: 0.0309407 | val_loss: 0.0313724 | Time: 2292.77 ms [2021-04-29 23:37:53 main:574] : INFO : Epoch 1785 | loss: 0.030938 | val_loss: 0.0313997 | Time: 2263.26 ms [2021-04-29 23:37:55 main:574] : INFO : Epoch 1786 | loss: 0.0309415 | val_loss: 0.0313748 | Time: 2305.74 ms [2021-04-29 23:37:58 main:574] : INFO : Epoch 1787 | loss: 0.030945 | val_loss: 0.0313585 | Time: 2358.16 ms [2021-04-29 23:38:00 main:574] : INFO : Epoch 1788 | loss: 0.0309319 | val_loss: 0.0313521 | Time: 2188.64 ms [2021-04-29 23:38:02 main:574] : INFO : Epoch 1789 | loss: 0.0309382 | val_loss: 0.0313767 | Time: 2197.97 ms [2021-04-29 23:38:05 main:574] : INFO : Epoch 1790 | loss: 0.0309364 | val_loss: 0.0313635 | Time: 2412.2 ms [2021-04-29 23:38:07 main:574] : INFO : Epoch 1791 | loss: 0.0309337 | val_loss: 0.0313543 | Time: 2312.75 ms [2021-04-29 23:38:09 main:574] : INFO : Epoch 1792 | loss: 0.0309328 | val_loss: 0.0313283 | Time: 2283.85 ms [2021-04-29 23:38:12 main:574] : INFO : Epoch 1793 | loss: 0.0309381 | val_loss: 0.0313505 | Time: 2377.56 ms [2021-04-29 23:38:14 main:574] : INFO : Epoch 1794 | loss: 0.0309576 | val_loss: 0.0312981 | Time: 2344.43 ms [2021-04-29 23:38:16 main:574] : INFO : Epoch 1795 | loss: 0.030952 | val_loss: 0.0313767 | Time: 2263.94 ms [2021-04-29 23:38:19 main:574] : INFO : Epoch 1796 | loss: 0.030942 | val_loss: 0.0313671 | Time: 2446.51 ms [2021-04-29 23:38:21 main:574] : INFO : Epoch 1797 | loss: 0.0309542 | val_loss: 0.031382 | Time: 2298.25 ms [2021-04-29 23:38:23 main:574] : INFO : Epoch 1798 | loss: 0.0309514 | val_loss: 0.0313521 | Time: 2236.4 ms [2021-04-29 23:38:26 main:574] : INFO : Epoch 1799 | loss: 0.0309437 | val_loss: 0.0313426 | Time: 2392.2 ms [2021-04-29 23:38:28 main:574] : INFO : Epoch 1800 | loss: 0.0309513 | val_loss: 0.0313588 | Time: 2315.46 ms [2021-04-29 23:38:30 main:574] : INFO : Epoch 1801 | loss: 0.0309468 | val_loss: 0.0313434 | Time: 2212.84 ms [2021-04-29 23:38:32 main:574] : INFO : Epoch 1802 | loss: 0.0309376 | val_loss: 0.0313797 | Time: 2320.13 ms [2021-04-29 23:38:35 main:574] : INFO : Epoch 1803 | loss: 0.0309297 | val_loss: 0.0313402 | Time: 2432.8 ms [2021-04-29 23:38:37 main:574] : INFO : Epoch 1804 | loss: 0.0309265 | val_loss: 0.0313396 | Time: 2232.82 ms [2021-04-29 23:38:39 main:574] : INFO : Epoch 1805 | loss: 0.0309428 | val_loss: 0.0312875 | Time: 2363.12 ms [2021-04-29 23:38:42 main:574] : INFO : Epoch 1806 | loss: 0.0309506 | val_loss: 0.0313516 | Time: 2397.24 ms [2021-04-29 23:38:44 main:574] : INFO : Epoch 1807 | loss: 0.0309356 | val_loss: 0.031334 | Time: 2205.68 ms [2021-04-29 23:38:46 main:574] : INFO : Epoch 1808 | loss: 0.0309506 | val_loss: 0.0312923 | Time: 2266.41 ms [2021-04-29 23:38:49 main:574] : INFO : Epoch 1809 | loss: 0.0314706 | val_loss: 0.032624 | Time: 2371.88 ms [2021-04-29 23:38:51 main:574] : INFO : Epoch 1810 | loss: 0.0359296 | val_loss: 0.0326942 | Time: 2330.38 ms [2021-04-29 23:38:53 main:574] : INFO : Epoch 1811 | loss: 0.0350455 | val_loss: 0.031898 | Time: 2272.1 ms [2021-04-29 23:38:56 main:574] : INFO : Epoch 1812 | loss: 0.031661 | val_loss: 0.0313478 | Time: 2436.92 ms [2021-04-29 23:38:58 main:574] : INFO : Epoch 1813 | loss: 0.0312998 | val_loss: 0.0312631 | Time: 2235.17 ms [2021-04-29 23:39:00 main:574] : INFO : Epoch 1814 | loss: 0.0312596 | val_loss: 0.0312528 | Time: 2299.49 ms [2021-04-29 23:39:03 main:574] : INFO : Epoch 1815 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2421.1 ms [2021-04-29 23:39:05 main:574] : INFO : Epoch 1816 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 2305.68 ms [2021-04-29 23:39:07 main:574] : INFO : Epoch 1817 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2209.52 ms [2021-04-29 23:39:09 main:574] : INFO : Epoch 1818 | loss: 0.0312446 | val_loss: 0.0312435 | Time: 2157.14 ms [2021-04-29 23:39:12 main:574] : INFO : Epoch 1819 | loss: 0.0312425 | val_loss: 0.0312404 | Time: 2264.04 ms [2021-04-29 23:39:14 main:574] : INFO : Epoch 1820 | loss: 0.031239 | val_loss: 0.0312357 | Time: 2366.63 ms [2021-04-29 23:39:16 main:574] : INFO : Epoch 1821 | loss: 0.0312353 | val_loss: 0.0312319 | Time: 2284.48 ms [2021-04-29 23:39:19 main:574] : INFO : Epoch 1822 | loss: 0.0312225 | val_loss: 0.0312166 | Time: 2440.62 ms [2021-04-29 23:39:21 main:574] : INFO : Epoch 1823 | loss: 0.0312095 | val_loss: 0.0312073 | Time: 2287.2 ms [2021-04-29 23:39:23 main:574] : INFO : Epoch 1824 | loss: 0.0312025 | val_loss: 0.0311998 | Time: 2242.86 ms [2021-04-29 23:39:26 main:574] : INFO : Epoch 1825 | loss: 0.0311983 | val_loss: 0.0311967 | Time: 2277.8 ms [2021-04-29 23:39:28 main:574] : INFO : Epoch 1826 | loss: 0.0311941 | val_loss: 0.0311942 | Time: 2344.27 ms [2021-04-29 23:39:30 main:574] : INFO : Epoch 1827 | loss: 0.031191 | val_loss: 0.0311913 | Time: 2170.6 ms [2021-04-29 23:39:32 main:574] : INFO : Epoch 1828 | loss: 0.0311894 | val_loss: 0.0311914 | Time: 2370.72 ms [2021-04-29 23:39:35 main:574] : INFO : Epoch 1829 | loss: 0.0311875 | val_loss: 0.0311872 | Time: 2422.3 ms [2021-04-29 23:39:37 main:574] : INFO : Epoch 1830 | loss: 0.0311849 | val_loss: 0.0311853 | Time: 2217.47 ms [2021-04-29 23:39:39 main:574] : INFO : Epoch 1831 | loss: 0.0311838 | val_loss: 0.0311846 | Time: 2365.89 ms [2021-04-29 23:39:42 main:574] : INFO : Epoch 1832 | loss: 0.0311822 | val_loss: 0.0311825 | Time: 2365.46 ms [2021-04-29 23:39:44 main:574] : INFO : Epoch 1833 | loss: 0.0311797 | val_loss: 0.0311816 | Time: 2225.63 ms [2021-04-29 23:39:46 main:574] : INFO : Epoch 1834 | loss: 0.0311798 | val_loss: 0.0311816 | Time: 2226.22 ms [2021-04-29 23:39:49 main:574] : INFO : Epoch 1835 | loss: 0.0311777 | val_loss: 0.0311783 | Time: 2388.03 ms [2021-04-29 23:39:51 main:574] : INFO : Epoch 1836 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 2297.42 ms [2021-04-29 23:39:53 main:574] : INFO : Epoch 1837 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 2265.11 ms [2021-04-29 23:39:56 main:574] : INFO : Epoch 1838 | loss: 0.0311733 | val_loss: 0.0311781 | Time: 2455.48 ms [2021-04-29 23:39:58 main:574] : INFO : Epoch 1839 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 2278.4 ms [2021-04-29 23:40:00 main:574] : INFO : Epoch 1840 | loss: 0.0311737 | val_loss: 0.0311821 | Time: 2178.39 ms [2021-04-29 23:40:03 main:574] : INFO : Epoch 1841 | loss: 0.031173 | val_loss: 0.0311733 | Time: 2331.11 ms [2021-04-29 23:40:05 main:574] : INFO : Epoch 1842 | loss: 0.0311687 | val_loss: 0.0311732 | Time: 2287.89 ms [2021-04-29 23:40:07 main:574] : INFO : Epoch 1843 | loss: 0.0311687 | val_loss: 0.0311722 | Time: 2266.58 ms [2021-04-29 23:40:09 main:574] : INFO : Epoch 1844 | loss: 0.0311672 | val_loss: 0.0311724 | Time: 2268.75 ms [2021-04-29 23:40:12 main:574] : INFO : Epoch 1845 | loss: 0.0311666 | val_loss: 0.0311711 | Time: 2272.86 ms [2021-04-29 23:40:14 main:574] : INFO : Epoch 1846 | loss: 0.0311657 | val_loss: 0.0311712 | Time: 2369.46 ms [2021-04-29 23:40:16 main:574] : INFO : Epoch 1847 | loss: 0.0311647 | val_loss: 0.03117 | Time: 2210.96 ms [2021-04-29 23:40:19 main:574] : INFO : Epoch 1848 | loss: 0.0311641 | val_loss: 0.0311696 | Time: 2406.18 ms [2021-04-29 23:40:21 main:574] : INFO : Epoch 1849 | loss: 0.0311641 | val_loss: 0.0311698 | Time: 2340.99 ms [2021-04-29 23:40:23 main:574] : INFO : Epoch 1850 | loss: 0.0311643 | val_loss: 0.031169 | Time: 2212.61 ms [2021-04-29 23:40:25 main:574] : INFO : Epoch 1851 | loss: 0.0311638 | val_loss: 0.031171 | Time: 2210.68 ms [2021-04-29 23:40:28 main:574] : INFO : Epoch 1852 | loss: 0.031163 | val_loss: 0.0311746 | Time: 2388.31 ms [2021-04-29 23:40:30 main:574] : INFO : Epoch 1853 | loss: 0.0311622 | val_loss: 0.031168 | Time: 2249.1 ms [2021-04-29 23:40:32 main:574] : INFO : Epoch 1854 | loss: 0.0311634 | val_loss: 0.0311744 | Time: 2246.24 ms [2021-04-29 23:40:35 main:574] : INFO : Epoch 1855 | loss: 0.0311635 | val_loss: 0.031169 | Time: 2422.63 ms [2021-04-29 23:40:37 main:574] : INFO : Epoch 1856 | loss: 0.0311606 | val_loss: 0.0311673 | Time: 2297.17 ms [2021-04-29 23:40:39 main:574] : INFO : Epoch 1857 | loss: 0.0311602 | val_loss: 0.031168 | Time: 2228.17 ms [2021-04-29 23:40:42 main:574] : INFO : Epoch 1858 | loss: 0.0311611 | val_loss: 0.0311669 | Time: 2352.77 ms [2021-04-29 23:40:44 main:574] : INFO : Epoch 1859 | loss: 0.0311589 | val_loss: 0.0311666 | Time: 2335.34 ms [2021-04-29 23:40:46 main:574] : INFO : Epoch 1860 | loss: 0.0311589 | val_loss: 0.0311707 | Time: 2241.19 ms [2021-04-29 23:40:49 main:574] : INFO : Epoch 1861 | loss: 0.0311588 | val_loss: 0.0311662 | Time: 2415.52 ms [2021-04-29 23:40:51 main:574] : INFO : Epoch 1862 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 2393.39 ms [2021-04-29 23:40:53 main:574] : INFO : Epoch 1863 | loss: 0.0311578 | val_loss: 0.0311683 | Time: 2235.68 ms [2021-04-29 23:40:56 main:574] : INFO : Epoch 1864 | loss: 0.0311577 | val_loss: 0.0311658 | Time: 2316.9 ms [2021-04-29 23:40:58 main:574] : INFO : Epoch 1865 | loss: 0.0311573 | val_loss: 0.0311656 | Time: 2325 ms [2021-04-29 23:41:00 main:574] : INFO : Epoch 1866 | loss: 0.0311566 | val_loss: 0.0311653 | Time: 2222.99 ms [2021-04-29 23:41:02 main:574] : INFO : Epoch 1867 | loss: 0.0311577 | val_loss: 0.0311654 | Time: 2234.24 ms [2021-04-29 23:41:05 main:574] : INFO : Epoch 1868 | loss: 0.0311575 | val_loss: 0.0311728 | Time: 2391.14 ms [2021-04-29 23:41:07 main:574] : INFO : Epoch 1869 | loss: 0.0311579 | val_loss: 0.0311687 | Time: 2355.87 ms [2021-04-29 23:41:09 main:574] : INFO : Epoch 1870 | loss: 0.0311567 | val_loss: 0.0311672 | Time: 2295.78 ms [2021-04-29 23:41:12 main:574] : INFO : Epoch 1871 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 2414.6 ms [2021-04-29 23:41:14 main:574] : INFO : Epoch 1872 | loss: 0.0311573 | val_loss: 0.0311718 | Time: 2285.96 ms [2021-04-29 23:41:16 main:574] : INFO : Epoch 1873 | loss: 0.0311594 | val_loss: 0.0311754 | Time: 2193.04 ms [2021-04-29 23:41:19 main:574] : INFO : Epoch 1874 | loss: 0.0311556 | val_loss: 0.0311653 | Time: 2264.37 ms [2021-04-29 23:41:21 main:574] : INFO : Epoch 1875 | loss: 0.031155 | val_loss: 0.0311658 | Time: 2335.96 ms [2021-04-29 23:41:23 main:574] : INFO : Epoch 1876 | loss: 0.0311546 | val_loss: 0.0311692 | Time: 2221.96 ms [2021-04-29 23:41:25 main:574] : INFO : Epoch 1877 | loss: 0.0311587 | val_loss: 0.0311649 | Time: 2234.24 ms [2021-04-29 23:41:28 main:574] : INFO : Epoch 1878 | loss: 0.0311539 | val_loss: 0.0311641 | Time: 2343.13 ms [2021-04-29 23:41:30 main:574] : INFO : Epoch 1879 | loss: 0.0311533 | val_loss: 0.0311662 | Time: 2351.37 ms [2021-04-29 23:41:32 main:574] : INFO : Epoch 1880 | loss: 0.0311534 | val_loss: 0.031164 | Time: 2242.55 ms [2021-04-29 23:41:35 main:574] : INFO : Epoch 1881 | loss: 0.0311563 | val_loss: 0.0311645 | Time: 2397.53 ms [2021-04-29 23:41:37 main:574] : INFO : Epoch 1882 | loss: 0.0311594 | val_loss: 0.0311648 | Time: 2390.28 ms [2021-04-29 23:41:39 main:574] : INFO : Epoch 1883 | loss: 0.0311577 | val_loss: 0.0311657 | Time: 2181.7 ms [2021-04-29 23:41:42 main:574] : INFO : Epoch 1884 | loss: 0.0311517 | val_loss: 0.0311639 | Time: 2338.8 ms [2021-04-29 23:41:44 main:574] : INFO : Epoch 1885 | loss: 0.0311513 | val_loss: 0.0311629 | Time: 2381.52 ms [2021-04-29 23:41:46 main:574] : INFO : Epoch 1886 | loss: 0.0311509 | val_loss: 0.0311617 | Time: 2259.09 ms [2021-04-29 23:41:49 main:574] : INFO : Epoch 1887 | loss: 0.0311503 | val_loss: 0.0311616 | Time: 2339.32 ms [2021-04-29 23:41:51 main:574] : INFO : Epoch 1888 | loss: 0.0311511 | val_loss: 0.0311715 | Time: 2437.89 ms [2021-04-29 23:41:53 main:574] : INFO : Epoch 1889 | loss: 0.0311517 | val_loss: 0.0311616 | Time: 2220.65 ms [2021-04-29 23:41:56 main:574] : INFO : Epoch 1890 | loss: 0.031149 | val_loss: 0.0311609 | Time: 2283.52 ms [2021-04-29 23:41:58 main:574] : INFO : Epoch 1891 | loss: 0.0311511 | val_loss: 0.031163 | Time: 2333.9 ms [2021-04-29 23:42:00 main:574] : INFO : Epoch 1892 | loss: 0.0311488 | val_loss: 0.0311612 | Time: 2258.25 ms [2021-04-29 23:42:02 main:574] : INFO : Epoch 1893 | loss: 0.0311487 | val_loss: 0.0311627 | Time: 2262.02 ms [2021-04-29 23:42:05 main:574] : INFO : Epoch 1894 | loss: 0.0311494 | val_loss: 0.0311628 | Time: 2387.13 ms [2021-04-29 23:42:07 main:574] : INFO : Epoch 1895 | loss: 0.0311495 | val_loss: 0.0311617 | Time: 2366.06 ms [2021-04-29 23:42:09 main:574] : INFO : Epoch 1896 | loss: 0.0311478 | val_loss: 0.03116 | Time: 2246.02 ms [2021-04-29 23:42:12 main:574] : INFO : Epoch 1897 | loss: 0.0311481 | val_loss: 0.0311601 | Time: 2470.51 ms [2021-04-29 23:42:14 main:574] : INFO : Epoch 1898 | loss: 0.0311481 | val_loss: 0.0311605 | Time: 2310.83 ms [2021-04-29 23:42:16 main:574] : INFO : Epoch 1899 | loss: 0.0311521 | val_loss: 0.0311651 | Time: 2265.01 ms [2021-04-29 23:42:19 main:574] : INFO : Epoch 1900 | loss: 0.0311485 | val_loss: 0.0311598 | Time: 2371.34 ms [2021-04-29 23:42:21 main:574] : INFO : Epoch 1901 | loss: 0.0311466 | val_loss: 0.0311637 | Time: 2323.49 ms [2021-04-29 23:42:23 main:574] : INFO : Epoch 1902 | loss: 0.0311465 | val_loss: 0.0311618 | Time: 2263.38 ms [2021-04-29 23:42:26 main:574] : INFO : Epoch 1903 | loss: 0.0311461 | val_loss: 0.0311626 | Time: 2400.45 ms [2021-04-29 23:42:28 main:574] : INFO : Epoch 1904 | loss: 0.0311465 | val_loss: 0.0311612 | Time: 2345.24 ms [2021-04-29 23:42:30 main:574] : INFO : Epoch 1905 | loss: 0.0311482 | val_loss: 0.0311661 | Time: 2284.33 ms [2021-04-29 23:42:33 main:574] : INFO : Epoch 1906 | loss: 0.0311493 | val_loss: 0.0311644 | Time: 2290.32 ms [2021-04-29 23:42:35 main:574] : INFO : Epoch 1907 | loss: 0.0311462 | val_loss: 0.0311619 | Time: 2332.14 ms [2021-04-29 23:42:37 main:574] : INFO : Epoch 1908 | loss: 0.0311444 | val_loss: 0.0311599 | Time: 2216.32 ms [2021-04-29 23:42:40 main:574] : INFO : Epoch 1909 | loss: 0.0311441 | val_loss: 0.0311673 | Time: 2296.02 ms [2021-04-29 23:42:42 main:574] : INFO : Epoch 1910 | loss: 0.031146 | val_loss: 0.031166 | Time: 2418.85 ms [2021-04-29 23:42:44 main:574] : INFO : Epoch 1911 | loss: 0.0311439 | val_loss: 0.0311596 | Time: 2246.17 ms [2021-04-29 23:42:47 main:574] : INFO : Epoch 1912 | loss: 0.0311431 | val_loss: 0.0311595 | Time: 2355.24 ms [2021-04-29 23:42:49 main:574] : INFO : Epoch 1913 | loss: 0.0311437 | val_loss: 0.0311599 | Time: 2453.14 ms [2021-04-29 23:42:51 main:574] : INFO : Epoch 1914 | loss: 0.031145 | val_loss: 0.0311639 | Time: 2243.75 ms [2021-04-29 23:42:54 main:574] : INFO : Epoch 1915 | loss: 0.0311455 | val_loss: 0.0311612 | Time: 2384.2 ms [2021-04-29 23:42:56 main:574] : INFO : Epoch 1916 | loss: 0.0311448 | val_loss: 0.0311633 | Time: 2412.6 ms [2021-04-29 23:42:58 main:574] : INFO : Epoch 1917 | loss: 0.0311435 | val_loss: 0.0311592 | Time: 2247.71 ms [2021-04-29 23:43:01 main:574] : INFO : Epoch 1918 | loss: 0.0311435 | val_loss: 0.0311598 | Time: 2400.44 ms [2021-04-29 23:43:03 main:574] : INFO : Epoch 1919 | loss: 0.0311439 | val_loss: 0.0311591 | Time: 2345.81 ms [2021-04-29 23:43:05 main:574] : INFO : Epoch 1920 | loss: 0.0311419 | val_loss: 0.0311596 | Time: 2252.89 ms [2021-04-29 23:43:08 main:574] : INFO : Epoch 1921 | loss: 0.031143 | val_loss: 0.0311592 | Time: 2370.42 ms [2021-04-29 23:43:10 main:574] : INFO : Epoch 1922 | loss: 0.031142 | val_loss: 0.0311673 | Time: 2361.95 ms [2021-04-29 23:43:12 main:574] : INFO : Epoch 1923 | loss: 0.0311453 | val_loss: 0.0311624 | Time: 2213.94 ms [2021-04-29 23:43:15 main:574] : INFO : Epoch 1924 | loss: 0.0311441 | val_loss: 0.0311626 | Time: 2360.02 ms [2021-04-29 23:43:17 main:574] : INFO : Epoch 1925 | loss: 0.0311444 | val_loss: 0.03116 | Time: 2354.73 ms [2021-04-29 23:43:19 main:574] : INFO : Epoch 1926 | loss: 0.0311418 | val_loss: 0.0311631 | Time: 2237.55 ms [2021-04-29 23:43:22 main:574] : INFO : Epoch 1927 | loss: 0.0311409 | val_loss: 0.0311642 | Time: 2341.46 ms [2021-04-29 23:43:24 main:574] : INFO : Epoch 1928 | loss: 0.0311408 | val_loss: 0.0311613 | Time: 2421.26 ms [2021-04-29 23:43:26 main:574] : INFO : Epoch 1929 | loss: 0.0311389 | val_loss: 0.0311601 | Time: 2280.46 ms [2021-04-29 23:43:29 main:574] : INFO : Epoch 1930 | loss: 0.0311389 | val_loss: 0.0311633 | Time: 2317.78 ms [2021-04-29 23:43:31 main:574] : INFO : Epoch 1931 | loss: 0.0311402 | val_loss: 0.0311629 | Time: 2370.52 ms [2021-04-29 23:43:33 main:574] : INFO : Epoch 1932 | loss: 0.0311414 | val_loss: 0.0311604 | Time: 2262.7 ms [2021-04-29 23:43:36 main:574] : INFO : Epoch 1933 | loss: 0.0311387 | val_loss: 0.0311646 | Time: 2345.29 ms [2021-04-29 23:43:38 main:574] : INFO : Epoch 1934 | loss: 0.0311387 | val_loss: 0.0311614 | Time: 2420.92 ms [2021-04-29 23:43:40 main:574] : INFO : Epoch 1935 | loss: 0.0311368 | val_loss: 0.0311625 | Time: 2260.28 ms [2021-04-29 23:43:43 main:574] : INFO : Epoch 1936 | loss: 0.0311371 | val_loss: 0.0311662 | Time: 2339.95 ms [2021-04-29 23:43:45 main:574] : INFO : Epoch 1937 | loss: 0.0311375 | val_loss: 0.0311624 | Time: 2387.35 ms [2021-04-29 23:43:47 main:574] : INFO : Epoch 1938 | loss: 0.0311371 | val_loss: 0.031163 | Time: 2272.48 ms [2021-04-29 23:43:50 main:574] : INFO : Epoch 1939 | loss: 0.0311357 | val_loss: 0.0311614 | Time: 2378.32 ms [2021-04-29 23:43:52 main:574] : INFO : Epoch 1940 | loss: 0.0311356 | val_loss: 0.0311618 | Time: 2389.85 ms [2021-04-29 23:43:54 main:574] : INFO : Epoch 1941 | loss: 0.0311366 | val_loss: 0.0311627 | Time: 2256.95 ms [2021-04-29 23:43:57 main:574] : INFO : Epoch 1942 | loss: 0.0311353 | val_loss: 0.0311643 | Time: 2339.97 ms [2021-04-29 23:43:59 main:574] : INFO : Epoch 1943 | loss: 0.0311388 | val_loss: 0.0311628 | Time: 2334.21 ms [2021-04-29 23:44:01 main:574] : INFO : Epoch 1944 | loss: 0.0311375 | val_loss: 0.0311737 | Time: 2271.55 ms [2021-04-29 23:44:04 main:574] : INFO : Epoch 1945 | loss: 0.0311398 | val_loss: 0.0311682 | Time: 2276.19 ms [2021-04-29 23:44:06 main:574] : INFO : Epoch 1946 | loss: 0.0311342 | val_loss: 0.0311642 | Time: 2419.25 ms [2021-04-29 23:44:08 main:574] : INFO : Epoch 1947 | loss: 0.0311347 | val_loss: 0.0311625 | Time: 2295.44 ms [2021-04-29 23:44:11 main:574] : INFO : Epoch 1948 | loss: 0.0311335 | val_loss: 0.0311667 | Time: 2284.8 ms [2021-04-29 23:44:13 main:574] : INFO : Epoch 1949 | loss: 0.0311344 | val_loss: 0.0311638 | Time: 2394.44 ms [2021-04-29 23:44:15 main:574] : INFO : Epoch 1950 | loss: 0.0311324 | val_loss: 0.0311645 | Time: 2309.97 ms [2021-04-29 23:44:18 main:574] : INFO : Epoch 1951 | loss: 0.0311324 | val_loss: 0.0311635 | Time: 2291.68 ms [2021-04-29 23:44:20 main:574] : INFO : Epoch 1952 | loss: 0.0311312 | val_loss: 0.0311651 | Time: 2411.12 ms [2021-04-29 23:44:22 main:574] : INFO : Epoch 1953 | loss: 0.0311319 | val_loss: 0.0311643 | Time: 2287.29 ms [2021-04-29 23:44:25 main:574] : INFO : Epoch 1954 | loss: 0.0311319 | val_loss: 0.0311649 | Time: 2267.95 ms [2021-04-29 23:44:27 main:574] : INFO : Epoch 1955 | loss: 0.0311305 | val_loss: 0.0311643 | Time: 2437.49 ms [2021-04-29 23:44:29 main:574] : INFO : Epoch 1956 | loss: 0.0311299 | val_loss: 0.031167 | Time: 2281.67 ms [2021-04-29 23:44:32 main:574] : INFO : Epoch 1957 | loss: 0.0311306 | val_loss: 0.0311644 | Time: 2344.28 ms [2021-04-29 23:44:34 main:574] : INFO : Epoch 1958 | loss: 0.0311299 | val_loss: 0.0311648 | Time: 2382.55 ms [2021-04-29 23:44:36 main:574] : INFO : Epoch 1959 | loss: 0.0311298 | val_loss: 0.0311643 | Time: 2311.46 ms [2021-04-29 23:44:39 main:574] : INFO : Epoch 1960 | loss: 0.0311312 | val_loss: 0.031166 | Time: 2298.45 ms [2021-04-29 23:44:41 main:574] : INFO : Epoch 1961 | loss: 0.0311289 | val_loss: 0.0311646 | Time: 2390.76 ms [2021-04-29 23:44:43 main:574] : INFO : Epoch 1962 | loss: 0.0311285 | val_loss: 0.0311654 | Time: 2290.52 ms [2021-04-29 23:44:46 main:574] : INFO : Epoch 1963 | loss: 0.0311281 | val_loss: 0.0311682 | Time: 2293.8 ms [2021-04-29 23:44:48 main:574] : INFO : Epoch 1964 | loss: 0.031128 | val_loss: 0.0311665 | Time: 2400.49 ms [2021-04-29 23:44:50 main:574] : INFO : Epoch 1965 | loss: 0.0311279 | val_loss: 0.0311687 | Time: 2342.23 ms [2021-04-29 23:44:53 main:574] : INFO : Epoch 1966 | loss: 0.0311297 | val_loss: 0.0311712 | Time: 2344.39 ms [2021-04-29 23:44:55 main:574] : INFO : Epoch 1967 | loss: 0.031128 | val_loss: 0.0311659 | Time: 2420.22 ms [2021-04-29 23:44:57 main:574] : INFO : Epoch 1968 | loss: 0.0311281 | val_loss: 0.0311679 | Time: 2243.88 ms [2021-04-29 23:45:00 main:574] : INFO : Epoch 1969 | loss: 0.031127 | val_loss: 0.0311669 | Time: 2338.91 ms [2021-04-29 23:45:02 main:574] : INFO : Epoch 1970 | loss: 0.0311261 | val_loss: 0.0311661 | Time: 2451.44 ms [2021-04-29 23:45:04 main:574] : INFO : Epoch 1971 | loss: 0.0311273 | val_loss: 0.0311658 | Time: 2258.38 ms [2021-04-29 23:45:07 main:574] : INFO : Epoch 1972 | loss: 0.0311268 | val_loss: 0.0311675 | Time: 2395.16 ms [2021-04-29 23:45:09 main:574] : INFO : Epoch 1973 | loss: 0.0311277 | val_loss: 0.0311664 | Time: 2383.45 ms [2021-04-29 23:45:11 main:574] : INFO : Epoch 1974 | loss: 0.0311255 | val_loss: 0.0311677 | Time: 2271.13 ms [2021-04-29 23:45:14 main:574] : INFO : Epoch 1975 | loss: 0.0311259 | val_loss: 0.0311786 | Time: 2434.56 ms [2021-04-29 23:45:16 main:574] : INFO : Epoch 1976 | loss: 0.0311308 | val_loss: 0.0311675 | Time: 2355.95 ms [2021-04-29 23:45:18 main:574] : INFO : Epoch 1977 | loss: 0.0311252 | val_loss: 0.0311685 | Time: 2245.57 ms [2021-04-29 23:45:21 main:574] : INFO : Epoch 1978 | loss: 0.0311249 | val_loss: 0.0311677 | Time: 2388.77 ms [2021-04-29 23:45:23 main:574] : INFO : Epoch 1979 | loss: 0.0311232 | val_loss: 0.0311667 | Time: 2326.39 ms [2021-04-29 23:45:25 main:574] : INFO : Epoch 1980 | loss: 0.0311248 | val_loss: 0.031172 | Time: 2227.97 ms [2021-04-29 23:45:28 main:574] : INFO : Epoch 1981 | loss: 0.0311241 | val_loss: 0.0311671 | Time: 2425.04 ms [2021-04-29 23:45:30 main:574] : INFO : Epoch 1982 | loss: 0.0311235 | val_loss: 0.0311683 | Time: 2382.37 ms [2021-04-29 23:45:32 main:574] : INFO : Epoch 1983 | loss: 0.0311225 | val_loss: 0.0311692 | Time: 2235.17 ms [2021-04-29 23:45:35 main:574] : INFO : Epoch 1984 | loss: 0.0311267 | val_loss: 0.0311736 | Time: 2457.53 ms [2021-04-29 23:45:37 main:574] : INFO : Epoch 1985 | loss: 0.0311266 | val_loss: 0.0311677 | Time: 2340.32 ms [2021-04-29 23:45:40 main:574] : INFO : Epoch 1986 | loss: 0.0311238 | val_loss: 0.031168 | Time: 2261.14 ms [2021-04-29 23:45:42 main:574] : INFO : Epoch 1987 | loss: 0.0311247 | val_loss: 0.0311672 | Time: 2453.87 ms [2021-04-29 23:45:44 main:574] : INFO : Epoch 1988 | loss: 0.0311244 | val_loss: 0.0311771 | Time: 2313.31 ms [2021-04-29 23:45:47 main:574] : INFO : Epoch 1989 | loss: 0.0311279 | val_loss: 0.0311717 | Time: 2274.02 ms [2021-04-29 23:45:49 main:574] : INFO : Epoch 1990 | loss: 0.0311229 | val_loss: 0.0311673 | Time: 2394.18 ms [2021-04-29 23:45:51 main:574] : INFO : Epoch 1991 | loss: 0.0311254 | val_loss: 0.0311703 | Time: 2340.3 ms [2021-04-29 23:45:54 main:574] : INFO : Epoch 1992 | loss: 0.031124 | val_loss: 0.0311704 | Time: 2277.53 ms [2021-04-29 23:45:56 main:574] : INFO : Epoch 1993 | loss: 0.0311219 | val_loss: 0.0311687 | Time: 2450.21 ms [2021-04-29 23:45:58 main:574] : INFO : Epoch 1994 | loss: 0.0311213 | val_loss: 0.0311739 | Time: 2304.27 ms [2021-04-29 23:46:01 main:574] : INFO : Epoch 1995 | loss: 0.031121 | val_loss: 0.0311691 | Time: 2338.24 ms [2021-04-29 23:46:03 main:574] : INFO : Epoch 1996 | loss: 0.0311222 | val_loss: 0.0311705 | Time: 2421.17 ms [2021-04-29 23:46:05 main:574] : INFO : Epoch 1997 | loss: 0.0311227 | val_loss: 0.0311668 | Time: 2281.29 ms [2021-04-29 23:46:08 main:574] : INFO : Epoch 1998 | loss: 0.0311192 | val_loss: 0.0311678 | Time: 2353.45 ms [2021-04-29 23:46:10 main:574] : INFO : Epoch 1999 | loss: 0.031119 | val_loss: 0.0311676 | Time: 2446.73 ms [2021-04-29 23:46:12 main:574] : INFO : Epoch 2000 | loss: 0.0311187 | val_loss: 0.0311722 | Time: 2244.06 ms [2021-04-29 23:46:15 main:574] : INFO : Epoch 2001 | loss: 0.0311194 | val_loss: 0.0311733 | Time: 2414.37 ms [2021-04-29 23:46:17 main:574] : INFO : Epoch 2002 | loss: 0.0311215 | val_loss: 0.0311666 | Time: 2374.8 ms [2021-04-29 23:46:19 main:574] : INFO : Epoch 2003 | loss: 0.0311202 | val_loss: 0.0311678 | Time: 2224.39 ms [2021-04-29 23:46:22 main:574] : INFO : Epoch 2004 | loss: 0.03112 | val_loss: 0.0311706 | Time: 2412.49 ms [2021-04-29 23:46:24 main:574] : INFO : Epoch 2005 | loss: 0.0311236 | val_loss: 0.0311653 | Time: 2363.39 ms [2021-04-29 23:46:26 main:574] : INFO : Epoch 2006 | loss: 0.0311255 | val_loss: 0.0311696 | Time: 2223.29 ms [2021-04-29 23:46:29 main:574] : INFO : Epoch 2007 | loss: 0.0311226 | val_loss: 0.0311705 | Time: 2380.83 ms [2021-04-29 23:46:31 main:574] : INFO : Epoch 2008 | loss: 0.0311222 | val_loss: 0.0311697 | Time: 2385.63 ms [2021-04-29 23:46:33 main:574] : INFO : Epoch 2009 | loss: 0.0311204 | val_loss: 0.0311698 | Time: 2237.68 ms [2021-04-29 23:46:36 main:574] : INFO : Epoch 2010 | loss: 0.0311189 | val_loss: 0.031172 | Time: 2398.89 ms [2021-04-29 23:46:38 main:574] : INFO : Epoch 2011 | loss: 0.0311183 | val_loss: 0.0311731 | Time: 2373.87 ms [2021-04-29 23:46:41 main:574] : INFO : Epoch 2012 | loss: 0.0311201 | val_loss: 0.0311741 | Time: 2254.27 ms [2021-04-29 23:46:43 main:574] : INFO : Epoch 2013 | loss: 0.0311236 | val_loss: 0.0311727 | Time: 2415.11 ms [2021-04-29 23:46:45 main:574] : INFO : Epoch 2014 | loss: 0.0311242 | val_loss: 0.0311746 | Time: 2358.88 ms [2021-04-29 23:46:48 main:574] : INFO : Epoch 2015 | loss: 0.0311222 | val_loss: 0.0311729 | Time: 2228.44 ms [2021-04-29 23:46:50 main:574] : INFO : Epoch 2016 | loss: 0.0311181 | val_loss: 0.0311666 | Time: 2423.91 ms [2021-04-29 23:46:52 main:574] : INFO : Epoch 2017 | loss: 0.0311191 | val_loss: 0.031175 | Time: 2369 ms [2021-04-29 23:46:55 main:574] : INFO : Epoch 2018 | loss: 0.0311185 | val_loss: 0.031169 | Time: 2241.96 ms [2021-04-29 23:46:57 main:574] : INFO : Epoch 2019 | loss: 0.031116 | val_loss: 0.0311732 | Time: 2378.65 ms [2021-04-29 23:46:59 main:574] : INFO : Epoch 2020 | loss: 0.0311162 | val_loss: 0.0311726 | Time: 2397.64 ms [2021-04-29 23:47:02 main:574] : INFO : Epoch 2021 | loss: 0.0311163 | val_loss: 0.0311726 | Time: 2260.16 ms [2021-04-29 23:47:04 main:574] : INFO : Epoch 2022 | loss: 0.0311155 | val_loss: 0.0311772 | Time: 2335.11 ms [2021-04-29 23:47:06 main:574] : INFO : Epoch 2023 | loss: 0.03112 | val_loss: 0.031188 | Time: 2368.36 ms [2021-04-29 23:47:09 main:574] : INFO : Epoch 2024 | loss: 0.0311195 | val_loss: 0.031173 | Time: 2265.34 ms [2021-04-29 23:47:11 main:574] : INFO : Epoch 2025 | loss: 0.0311159 | val_loss: 0.0311758 | Time: 2432.01 ms [2021-04-29 23:47:13 main:574] : INFO : Epoch 2026 | loss: 0.031119 | val_loss: 0.0311764 | Time: 2328.57 ms [2021-04-29 23:47:16 main:574] : INFO : Epoch 2027 | loss: 0.0311191 | val_loss: 0.031175 | Time: 2247.66 ms [2021-04-29 23:47:18 main:574] : INFO : Epoch 2028 | loss: 0.0311201 | val_loss: 0.0311717 | Time: 2344.59 ms [2021-04-29 23:47:20 main:574] : INFO : Epoch 2029 | loss: 0.0311187 | val_loss: 0.0311719 | Time: 2378.28 ms [2021-04-29 23:47:23 main:574] : INFO : Epoch 2030 | loss: 0.0311162 | val_loss: 0.0311693 | Time: 2211.64 ms [2021-04-29 23:47:25 main:574] : INFO : Epoch 2031 | loss: 0.0311168 | val_loss: 0.0311734 | Time: 2399.2 ms [2021-04-29 23:47:27 main:574] : INFO : Epoch 2032 | loss: 0.0311171 | val_loss: 0.0311715 | Time: 2377.67 ms [2021-04-29 23:47:29 main:574] : INFO : Epoch 2033 | loss: 0.0311151 | val_loss: 0.0311707 | Time: 2186.5 ms [2021-04-29 23:47:32 main:574] : INFO : Epoch 2034 | loss: 0.0311172 | val_loss: 0.0311688 | Time: 2388.52 ms [2021-04-29 23:47:34 main:574] : INFO : Epoch 2035 | loss: 0.0311202 | val_loss: 0.0311853 | Time: 2318.42 ms [2021-04-29 23:47:36 main:574] : INFO : Epoch 2036 | loss: 0.0311229 | val_loss: 0.0311689 | Time: 2236.94 ms [2021-04-29 23:47:39 main:574] : INFO : Epoch 2037 | loss: 0.0311202 | val_loss: 0.0311684 | Time: 2290.92 ms [2021-04-29 23:47:41 main:574] : INFO : Epoch 2038 | loss: 0.0311198 | val_loss: 0.0311681 | Time: 2375.42 ms [2021-04-29 23:47:43 main:574] : INFO : Epoch 2039 | loss: 0.0311148 | val_loss: 0.0311725 | Time: 2282.73 ms [2021-04-29 23:47:46 main:574] : INFO : Epoch 2040 | loss: 0.0311131 | val_loss: 0.0311721 | Time: 2271.12 ms [2021-04-29 23:47:48 main:574] : INFO : Epoch 2041 | loss: 0.0311138 | val_loss: 0.031175 | Time: 2396.73 ms [2021-04-29 23:47:50 main:574] : INFO : Epoch 2042 | loss: 0.0311154 | val_loss: 0.0311717 | Time: 2368.98 ms [2021-04-29 23:47:53 main:574] : INFO : Epoch 2043 | loss: 0.0311155 | val_loss: 0.0311747 | Time: 2188.74 ms [2021-04-29 23:47:55 main:574] : INFO : Epoch 2044 | loss: 0.0311211 | val_loss: 0.0311737 | Time: 2444.28 ms [2021-04-29 23:47:57 main:574] : INFO : Epoch 2045 | loss: 0.0311201 | val_loss: 0.0311752 | Time: 2311.18 ms [2021-04-29 23:48:00 main:574] : INFO : Epoch 2046 | loss: 0.0311237 | val_loss: 0.0311732 | Time: 2325.89 ms [2021-04-29 23:48:02 main:574] : INFO : Epoch 2047 | loss: 0.0311209 | val_loss: 0.0311758 | Time: 2375.48 ms [2021-04-29 23:48:04 main:574] : INFO : Epoch 2048 | loss: 0.0311162 | val_loss: 0.0311674 | Time: 2299.66 ms [2021-04-29 23:48:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311674 [2021-04-29 23:48:04 main:603] : INFO : Saving end state to config to file [2021-04-29 23:48:04 main:608] : INFO : Success, exiting.. 23:48:04 (15560): 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)