Task 3746508
| Name | ParityModified-1609264616-27886-3_0 |
| Workunit | 1925398 |
| Created | 21 Jan 2021, 0:52:37 UTC |
| Sent | 22 Jan 2021, 6:40:03 UTC |
| Report deadline | 29 Jan 2021, 6:40:03 UTC |
| Received | 22 Jan 2021, 10:31:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 1 hours 19 min 55 sec |
| CPU time | 1 hours 9 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :11:13 main:574] : INFO : Epoch 1542 | loss: 0.0311322 | val_loss: 0.0311488 | Time: 2238.3 ms [2021-01-22 01:11:16 main:574] : INFO : Epoch 1543 | loss: 0.0311337 | val_loss: 0.031149 | Time: 2169.7 ms [2021-01-22 01:11:18 main:574] : INFO : Epoch 1544 | loss: 0.0311387 | val_loss: 0.0311507 | Time: 2244.59 ms [2021-01-22 01:11:20 main:574] : INFO : Epoch 1545 | loss: 0.0311379 | val_loss: 0.0311506 | Time: 2247.92 ms [2021-01-22 01:11:23 main:574] : INFO : Epoch 1546 | loss: 0.0311353 | val_loss: 0.0311516 | Time: 2393.13 ms [2021-01-22 01:11:25 main:574] : INFO : Epoch 1547 | loss: 0.031132 | val_loss: 0.0311462 | Time: 2222.75 ms [2021-01-22 01:11:27 main:574] : INFO : Epoch 1548 | loss: 0.0311327 | val_loss: 0.0311485 | Time: 2204.34 ms [2021-01-22 01:11:30 main:574] : INFO : Epoch 1549 | loss: 0.0311323 | val_loss: 0.0311471 | Time: 2272.73 ms [2021-01-22 01:11:32 main:574] : INFO : Epoch 1550 | loss: 0.0311325 | val_loss: 0.0311489 | Time: 2280.92 ms [2021-01-22 01:11:34 main:574] : INFO : Epoch 1551 | loss: 0.0311313 | val_loss: 0.0311585 | Time: 2263.06 ms [2021-01-22 01:11:37 main:574] : INFO : Epoch 1552 | loss: 0.0311332 | val_loss: 0.0311476 | Time: 2285.53 ms [2021-01-22 01:11:39 main:574] : INFO : Epoch 1553 | loss: 0.0311294 | val_loss: 0.0311484 | Time: 2332.04 ms [2021-01-22 01:11:41 main:574] : INFO : Epoch 1554 | loss: 0.0311311 | val_loss: 0.0311496 | Time: 2384.06 ms [2021-01-22 01:11:44 main:574] : INFO : Epoch 1555 | loss: 0.0311289 | val_loss: 0.0311492 | Time: 2302.46 ms [2021-01-22 01:11:46 main:574] : INFO : Epoch 1556 | loss: 0.0311279 | val_loss: 0.0311484 | Time: 2360.64 ms [2021-01-22 01:11:48 main:574] : INFO : Epoch 1557 | loss: 0.0311314 | val_loss: 0.0311566 | Time: 2153.61 ms [2021-01-22 01:11:51 main:574] : INFO : Epoch 1558 | loss: 0.0311305 | val_loss: 0.0311463 | Time: 2316.37 ms [2021-01-22 01:11:53 main:574] : INFO : Epoch 1559 | loss: 0.0311287 | val_loss: 0.0311472 | Time: 2365.15 ms [2021-01-22 01:11:55 main:574] : INFO : Epoch 1560 | loss: 0.0311299 | val_loss: 0.0311552 | Time: 2234.91 ms [2021-01-22 01:11:58 main:574] : INFO : Epoch 1561 | loss: 0.03113 | val_loss: 0.031147 | Time: 2279.42 ms [2021-01-22 01:12:00 main:574] : INFO : Epoch 1562 | loss: 0.0311318 | val_loss: 0.0311489 | Time: 2288.08 ms [2021-01-22 01:12:02 main:574] : INFO : Epoch 1563 | loss: 0.0311316 | val_loss: 0.0311483 | Time: 2239.99 ms [2021-01-22 01:12:05 main:574] : INFO : Epoch 1564 | loss: 0.0311339 | val_loss: 0.0311487 | Time: 2321.12 ms [2021-01-22 01:12:07 main:574] : INFO : Epoch 1565 | loss: 0.0311352 | val_loss: 0.0311468 | Time: 2318.25 ms [2021-01-22 01:12:10 main:574] : INFO : Epoch 1566 | loss: 0.0311293 | val_loss: 0.0311488 | Time: 2358.53 ms [2021-01-22 01:12:12 main:574] : INFO : Epoch 1567 | loss: 0.031131 | val_loss: 0.0311514 | Time: 2205.11 ms [2021-01-22 01:12:14 main:574] : INFO : Epoch 1568 | loss: 0.0311345 | val_loss: 0.0311522 | Time: 2250.47 ms [2021-01-22 01:12:17 main:574] : INFO : Epoch 1569 | loss: 0.0311332 | val_loss: 0.0311487 | Time: 2402.64 ms [2021-01-22 01:12:19 main:574] : INFO : Epoch 1570 | loss: 0.0311347 | val_loss: 0.03115 | Time: 2205.7 ms [2021-01-22 01:12:21 main:574] : INFO : Epoch 1571 | loss: 0.0311302 | val_loss: 0.0311574 | Time: 2267.12 ms [2021-01-22 01:12:24 main:574] : INFO : Epoch 1572 | loss: 0.0311328 | val_loss: 0.03116 | Time: 2243.13 ms [2021-01-22 01:12:26 main:574] : INFO : Epoch 1573 | loss: 0.031134 | val_loss: 0.0311508 | Time: 2303.75 ms [2021-01-22 01:12:28 main:574] : INFO : Epoch 1574 | loss: 0.0311286 | val_loss: 0.031152 | Time: 2287.27 ms [2021-01-22 01:12:31 main:574] : INFO : Epoch 1575 | loss: 0.0311295 | val_loss: 0.0311533 | Time: 2267.72 ms [2021-01-22 01:12:33 main:574] : INFO : Epoch 1576 | loss: 0.0311281 | val_loss: 0.0311482 | Time: 2159.53 ms [2021-01-22 01:12:35 main:574] : INFO : Epoch 1577 | loss: 0.0311269 | val_loss: 0.03115 | Time: 2233.56 ms [2021-01-22 01:12:38 main:574] : INFO : Epoch 1578 | loss: 0.0311275 | val_loss: 0.0311505 | Time: 2277.09 ms [2021-01-22 01:12:40 main:574] : INFO : Epoch 1579 | loss: 0.0311259 | val_loss: 0.0311481 | Time: 2314.4 ms [2021-01-22 01:12:42 main:574] : INFO : Epoch 1580 | loss: 0.0311259 | val_loss: 0.0311513 | Time: 2253.96 ms [2021-01-22 01:12:45 main:574] : INFO : Epoch 1581 | loss: 0.0311267 | val_loss: 0.031154 | Time: 2191.09 ms [2021-01-22 01:12:47 main:574] : INFO : Epoch 1582 | loss: 0.0311273 | val_loss: 0.0311489 | Time: 2242.98 ms [2021-01-22 01:12:49 main:574] : INFO : Epoch 1583 | loss: 0.0311282 | val_loss: 0.0311544 | Time: 2241.66 ms [2021-01-22 01:12:51 main:574] : INFO : Epoch 1584 | loss: 0.0311304 | val_loss: 0.0311496 | Time: 2273.21 ms [2021-01-22 01:12:54 main:574] : INFO : Epoch 1585 | loss: 0.0311283 | val_loss: 0.0311505 | Time: 2231.5 ms [2021-01-22 01:12:56 main:574] : INFO : Epoch 1586 | loss: 0.0311274 | val_loss: 0.0311525 | Time: 2275.02 ms [2021-01-22 01:12:58 main:574] : INFO : Epoch 1587 | loss: 0.0311279 | val_loss: 0.0311553 | Time: 2191.28 ms [2021-01-22 01:13:01 main:574] : INFO : Epoch 1588 | loss: 0.0311296 | val_loss: 0.0311528 | Time: 2197.01 ms [2021-01-22 01:13:03 main:574] : INFO : Epoch 1589 | loss: 0.0311285 | val_loss: 0.0311536 | Time: 2208.32 ms [2021-01-22 01:13:05 main:574] : INFO : Epoch 1590 | loss: 0.0311286 | val_loss: 0.0311498 | Time: 2275.18 ms [2021-01-22 01:13:07 main:574] : INFO : Epoch 1591 | loss: 0.0311292 | val_loss: 0.0311536 | Time: 2210.5 ms [2021-01-22 01:13:10 main:574] : INFO : Epoch 1592 | loss: 0.0311281 | val_loss: 0.0311525 | Time: 2367.27 ms [2021-01-22 01:13:12 main:574] : INFO : Epoch 1593 | loss: 0.0311265 | val_loss: 0.0311506 | Time: 2358.82 ms [2021-01-22 01:13:15 main:574] : INFO : Epoch 1594 | loss: 0.0311272 | val_loss: 0.0311519 | Time: 2352.5 ms [2021-01-22 01:13:17 main:574] : INFO : Epoch 1595 | loss: 0.0311292 | val_loss: 0.0311503 | Time: 2321.29 ms [2021-01-22 01:13:19 main:574] : INFO : Epoch 1596 | loss: 0.0311274 | val_loss: 0.0311488 | Time: 2296.32 ms [2021-01-22 01:13:22 main:574] : INFO : Epoch 1597 | loss: 0.0311248 | val_loss: 0.0311499 | Time: 2353.19 ms [2021-01-22 01:13:24 main:574] : INFO : Epoch 1598 | loss: 0.0311246 | val_loss: 0.0311533 | Time: 2268.65 ms [2021-01-22 01:13:27 main:574] : INFO : Epoch 1599 | loss: 0.0311311 | val_loss: 0.0311482 | Time: 2273.08 ms [2021-01-22 01:13:29 main:574] : INFO : Epoch 1600 | loss: 0.0311405 | val_loss: 0.0311577 | Time: 2275.5 ms [2021-01-22 01:13:31 main:574] : INFO : Epoch 1601 | loss: 0.0311495 | val_loss: 0.0311562 | Time: 2227.34 ms [2021-01-22 01:13:33 main:574] : INFO : Epoch 1602 | loss: 0.0311507 | val_loss: 0.0311531 | Time: 2277.41 ms [2021-01-22 01:13:36 main:574] : INFO : Epoch 1603 | loss: 0.0311459 | val_loss: 0.0311523 | Time: 2365.13 ms [2021-01-22 01:13:38 main:574] : INFO : Epoch 1604 | loss: 0.0311456 | val_loss: 0.0311536 | Time: 2408.79 ms [2021-01-22 01:13:41 main:574] : INFO : Epoch 1605 | loss: 0.0311457 | val_loss: 0.0311503 | Time: 2213.43 ms [2021-01-22 01:13:43 main:574] : INFO : Epoch 1606 | loss: 0.0311438 | val_loss: 0.0311477 | Time: 2264.79 ms [2021-01-22 01:13:45 main:574] : INFO : Epoch 1607 | loss: 0.0311424 | val_loss: 0.0311474 | Time: 2289.05 ms [2021-01-22 01:13:48 main:574] : INFO : Epoch 1608 | loss: 0.0311421 | val_loss: 0.0311483 | Time: 2317.18 ms [2021-01-22 01:13:50 main:574] : INFO : Epoch 1609 | loss: 0.0311399 | val_loss: 0.0311481 | Time: 2254.82 ms [2021-01-22 01:13:52 main:574] : INFO : Epoch 1610 | loss: 0.0311396 | val_loss: 0.0311486 | Time: 2245.05 ms [2021-01-22 01:13:55 main:574] : INFO : Epoch 1611 | loss: 0.0311381 | val_loss: 0.0311479 | Time: 2345.51 ms [2021-01-22 01:13:57 main:574] : INFO : Epoch 1612 | loss: 0.0311374 | val_loss: 0.0311469 | Time: 2208.51 ms [2021-01-22 01:13:59 main:574] : INFO : Epoch 1613 | loss: 0.0311368 | val_loss: 0.0311472 | Time: 2300.6 ms [2021-01-22 01:14:02 main:574] : INFO : Epoch 1614 | loss: 0.0311372 | val_loss: 0.0311482 | Time: 2308.24 ms [2021-01-22 01:14:04 main:574] : INFO : Epoch 1615 | loss: 0.031136 | val_loss: 0.0311446 | Time: 2324.49 ms [2021-01-22 01:14:07 main:574] : INFO : Epoch 1616 | loss: 0.0311341 | val_loss: 0.0311479 | Time: 2383.86 ms [2021-01-22 01:14:09 main:574] : INFO : Epoch 1617 | loss: 0.0311352 | val_loss: 0.0311504 | Time: 2148.75 ms [2021-01-22 01:14:11 main:574] : INFO : Epoch 1618 | loss: 0.0311336 | val_loss: 0.0311458 | Time: 2210.22 ms [2021-01-22 01:14:13 main:574] : INFO : Epoch 1619 | loss: 0.0311322 | val_loss: 0.0311476 | Time: 2276.74 ms [2021-01-22 01:14:16 main:574] : INFO : Epoch 1620 | loss: 0.0311304 | val_loss: 0.0311486 | Time: 2305.88 ms [2021-01-22 01:14:18 main:574] : INFO : Epoch 1621 | loss: 0.0311359 | val_loss: 0.0311533 | Time: 2311.07 ms [2021-01-22 01:14:20 main:574] : INFO : Epoch 1622 | loss: 0.0311386 | val_loss: 0.0311487 | Time: 2278.08 ms [2021-01-22 01:14:23 main:574] : INFO : Epoch 1623 | loss: 0.0311381 | val_loss: 0.0311521 | Time: 2149.04 ms [2021-01-22 01:14:25 main:574] : INFO : Epoch 1624 | loss: 0.0311462 | val_loss: 0.0311543 | Time: 2227.98 ms [2021-01-22 01:14:27 main:574] : INFO : Epoch 1625 | loss: 0.0311454 | val_loss: 0.0311491 | Time: 2123.31 ms [2021-01-22 01:14:29 main:574] : INFO : Epoch 1626 | loss: 0.0311416 | val_loss: 0.0311464 | Time: 2117.6 ms [2021-01-22 01:14:32 main:574] : INFO : Epoch 1627 | loss: 0.0311379 | val_loss: 0.0311439 | Time: 2355.35 ms [2021-01-22 01:14:34 main:574] : INFO : Epoch 1628 | loss: 0.0311375 | val_loss: 0.0311449 | Time: 2310.72 ms [2021-01-22 01:14:36 main:574] : INFO : Epoch 1629 | loss: 0.0311365 | val_loss: 0.03115 | Time: 2277.08 ms [2021-01-22 01:14:39 main:574] : INFO : Epoch 1630 | loss: 0.0311394 | val_loss: 0.0311502 | Time: 2321.89 ms [2021-01-22 01:14:41 main:574] : INFO : Epoch 1631 | loss: 0.0311351 | val_loss: 0.0311462 | Time: 2214.97 ms [2021-01-22 01:14:43 main:574] : INFO : Epoch 1632 | loss: 0.0311324 | val_loss: 0.0311465 | Time: 2162.76 ms [2021-01-22 01:14:45 main:574] : INFO : Epoch 1633 | loss: 0.031133 | val_loss: 0.0311482 | Time: 2261.43 ms [2021-01-22 01:14:48 main:574] : INFO : Epoch 1634 | loss: 0.0311383 | val_loss: 0.0311476 | Time: 2306.73 ms [2021-01-22 01:14:50 main:574] : INFO : Epoch 1635 | loss: 0.0311374 | val_loss: 0.0311477 | Time: 2222.67 ms [2021-01-22 01:14:52 main:574] : INFO : Epoch 1636 | loss: 0.0311366 | val_loss: 0.0311459 | Time: 2247.51 ms [2021-01-22 01:14:55 main:574] : INFO : Epoch 1637 | loss: 0.0311366 | val_loss: 0.0311473 | Time: 2172.5 ms [2021-01-22 01:14:57 main:574] : INFO : Epoch 1638 | loss: 0.0311348 | val_loss: 0.0311452 | Time: 2291.71 ms [2021-01-22 01:14:59 main:574] : INFO : Epoch 1639 | loss: 0.0311319 | val_loss: 0.031146 | Time: 2355.05 ms [2021-01-22 01:15:02 main:574] : INFO : Epoch 1640 | loss: 0.0311312 | val_loss: 0.0311454 | Time: 2276.32 ms [2021-01-22 01:15:04 main:574] : INFO : Epoch 1641 | loss: 0.0311322 | val_loss: 0.0311447 | Time: 2255.93 ms [2021-01-22 01:15:06 main:574] : INFO : Epoch 1642 | loss: 0.0311309 | val_loss: 0.0311446 | Time: 2178.59 ms [2021-01-22 01:15:09 main:574] : INFO : Epoch 1643 | loss: 0.0311305 | val_loss: 0.0311481 | Time: 2300.12 ms [2021-01-22 01:15:11 main:574] : INFO : Epoch 1644 | loss: 0.031131 | val_loss: 0.0311481 | Time: 2297.87 ms [2021-01-22 01:15:13 main:574] : INFO : Epoch 1645 | loss: 0.0311329 | val_loss: 0.03115 | Time: 2217.34 ms [2021-01-22 01:15:16 main:574] : INFO : Epoch 1646 | loss: 0.0311321 | val_loss: 0.0311473 | Time: 2341.49 ms [2021-01-22 01:15:18 main:574] : INFO : Epoch 1647 | loss: 0.0311304 | val_loss: 0.0311442 | Time: 2224.56 ms [2021-01-22 01:15:20 main:574] : INFO : Epoch 1648 | loss: 0.0311307 | val_loss: 0.0311463 | Time: 2216.78 ms [2021-01-22 01:15:23 main:574] : INFO : Epoch 1649 | loss: 0.0311301 | val_loss: 0.0311468 | Time: 2393.17 ms [2021-01-22 01:15:25 main:574] : INFO : Epoch 1650 | loss: 0.0311323 | val_loss: 0.0311499 | Time: 2284.8 ms [2021-01-22 01:15:27 main:574] : INFO : Epoch 1651 | loss: 0.0311306 | val_loss: 0.0311468 | Time: 2282.72 ms [2021-01-22 01:15:30 main:574] : INFO : Epoch 1652 | loss: 0.0311283 | val_loss: 0.0311468 | Time: 2276.93 ms [2021-01-22 01:15:32 main:574] : INFO : Epoch 1653 | loss: 0.0311288 | val_loss: 0.031144 | Time: 2319.8 ms [2021-01-22 01:15:35 main:574] : INFO : Epoch 1654 | loss: 0.0311286 | val_loss: 0.0311451 | Time: 2398.46 ms [2021-01-22 01:15:37 main:574] : INFO : Epoch 1655 | loss: 0.0311288 | val_loss: 0.0311434 | Time: 2303.23 ms [2021-01-22 01:15:39 main:574] : INFO : Epoch 1656 | loss: 0.0311271 | val_loss: 0.0311466 | Time: 2308.87 ms [2021-01-22 01:15:42 main:574] : INFO : Epoch 1657 | loss: 0.0311261 | val_loss: 0.0311437 | Time: 2223.13 ms [2021-01-22 01:15:44 main:574] : INFO : Epoch 1658 | loss: 0.0311276 | val_loss: 0.0311445 | Time: 2312.54 ms [2021-01-22 01:15:46 main:574] : INFO : Epoch 1659 | loss: 0.0311302 | val_loss: 0.0311449 | Time: 2364.43 ms [2021-01-22 01:15:49 main:574] : INFO : Epoch 1660 | loss: 0.0311298 | val_loss: 0.0311501 | Time: 2336.13 ms [2021-01-22 01:15:51 main:574] : INFO : Epoch 1661 | loss: 0.031132 | val_loss: 0.0311506 | Time: 2261.98 ms [2021-01-22 01:15:53 main:574] : INFO : Epoch 1662 | loss: 0.0311297 | val_loss: 0.0311511 | Time: 2140.67 ms [2021-01-22 01:15:56 main:574] : INFO : Epoch 1663 | loss: 0.0311356 | val_loss: 0.0311508 | Time: 2298.88 ms [2021-01-22 01:15:58 main:574] : INFO : Epoch 1664 | loss: 0.0311314 | val_loss: 0.0311548 | Time: 2249.84 ms [2021-01-22 01:16:00 main:574] : INFO : Epoch 1665 | loss: 0.0311327 | val_loss: 0.0311578 | Time: 2305.81 ms [2021-01-22 01:16:03 main:574] : INFO : Epoch 1666 | loss: 0.0311342 | val_loss: 0.0311509 | Time: 2242.68 ms [2021-01-22 01:16:05 main:574] : INFO : Epoch 1667 | loss: 0.0311318 | val_loss: 0.0311595 | Time: 2206.97 ms [2021-01-22 01:16:07 main:574] : INFO : Epoch 1668 | loss: 0.0311597 | val_loss: 0.031181 | Time: 2295.1 ms [2021-01-22 01:16:09 main:574] : INFO : Epoch 1669 | loss: 0.0311774 | val_loss: 0.0311793 | Time: 2212.04 ms [2021-01-22 01:16:12 main:574] : INFO : Epoch 1670 | loss: 0.0311701 | val_loss: 0.0311675 | Time: 2340.33 ms [2021-01-22 01:16:14 main:574] : INFO : Epoch 1671 | loss: 0.0311643 | val_loss: 0.0311656 | Time: 2161.72 ms [2021-01-22 01:16:16 main:574] : INFO : Epoch 1672 | loss: 0.0311623 | val_loss: 0.031172 | Time: 2319.64 ms [2021-01-22 01:16:19 main:574] : INFO : Epoch 1673 | loss: 0.0311603 | val_loss: 0.0311666 | Time: 2329.58 ms [2021-01-22 01:16:21 main:574] : INFO : Epoch 1674 | loss: 0.0311589 | val_loss: 0.0311602 | Time: 2188.88 ms [2021-01-22 01:16:23 main:574] : INFO : Epoch 1675 | loss: 0.0311566 | val_loss: 0.0311626 | Time: 2258.09 ms [2021-01-22 01:16:26 main:574] : INFO : Epoch 1676 | loss: 0.031155 | val_loss: 0.031158 | Time: 2186.01 ms [2021-01-22 01:16:28 main:574] : INFO : Epoch 1677 | loss: 0.0311527 | val_loss: 0.0311594 | Time: 2372 ms [2021-01-22 01:16:30 main:574] : INFO : Epoch 1678 | loss: 0.0311539 | val_loss: 0.0311587 | Time: 2271.39 ms [2021-01-22 01:16:33 main:574] : INFO : Epoch 1679 | loss: 0.0311518 | val_loss: 0.0311554 | Time: 2268.09 ms [2021-01-22 01:16:35 main:574] : INFO : Epoch 1680 | loss: 0.0311504 | val_loss: 0.0311577 | Time: 2176.41 ms [2021-01-22 01:16:37 main:574] : INFO : Epoch 1681 | loss: 0.0311499 | val_loss: 0.0311557 | Time: 2210.4 ms [2021-01-22 01:16:39 main:574] : INFO : Epoch 1682 | loss: 0.0311495 | val_loss: 0.031157 | Time: 2226.42 ms [2021-01-22 01:16:42 main:574] : INFO : Epoch 1683 | loss: 0.0311479 | val_loss: 0.0311522 | Time: 2211.66 ms [2021-01-22 01:16:44 main:574] : INFO : Epoch 1684 | loss: 0.0311471 | val_loss: 0.0311542 | Time: 2236.04 ms [2021-01-22 01:16:46 main:574] : INFO : Epoch 1685 | loss: 0.0311468 | val_loss: 0.0311517 | Time: 2227.73 ms [2021-01-22 01:16:49 main:574] : INFO : Epoch 1686 | loss: 0.0311468 | val_loss: 0.0311543 | Time: 2275.71 ms [2021-01-22 01:16:51 main:574] : INFO : Epoch 1687 | loss: 0.0311471 | val_loss: 0.031151 | Time: 2224.7 ms [2021-01-22 01:16:53 main:574] : INFO : Epoch 1688 | loss: 0.0311444 | val_loss: 0.0311522 | Time: 2257.01 ms [2021-01-22 01:16:56 main:574] : INFO : Epoch 1689 | loss: 0.031146 | val_loss: 0.0311506 | Time: 2315.11 ms [2021-01-22 01:16:58 main:574] : INFO : Epoch 1690 | loss: 0.0311439 | val_loss: 0.031151 | Time: 2203.46 ms [2021-01-22 01:17:00 main:574] : INFO : Epoch 1691 | loss: 0.0311461 | val_loss: 0.0311501 | Time: 2254.81 ms [2021-01-22 01:17:02 main:574] : INFO : Epoch 1692 | loss: 0.0311435 | val_loss: 0.031151 | Time: 2269.44 ms [2021-01-22 01:17:05 main:574] : INFO : Epoch 1693 | loss: 0.0311431 | val_loss: 0.03115 | Time: 2345.37 ms [2021-01-22 01:17:07 main:574] : INFO : Epoch 1694 | loss: 0.0311438 | val_loss: 0.031155 | Time: 2292.6 ms [2021-01-22 01:17:10 main:574] : INFO : Epoch 1695 | loss: 0.0311458 | val_loss: 0.0311508 | Time: 2342.09 ms [2021-01-22 01:17:12 main:574] : INFO : Epoch 1696 | loss: 0.0311423 | val_loss: 0.0311491 | Time: 2312.13 ms [2021-01-22 01:17:14 main:574] : INFO : Epoch 1697 | loss: 0.0311421 | val_loss: 0.0311498 | Time: 2211.51 ms [2021-01-22 01:17:17 main:574] : INFO : Epoch 1698 | loss: 0.0311416 | val_loss: 0.0311481 | Time: 2323.03 ms [2021-01-22 01:17:19 main:574] : INFO : Epoch 1699 | loss: 0.0311407 | val_loss: 0.0311506 | Time: 2131.55 ms [2021-01-22 01:17:21 main:574] : INFO : Epoch 1700 | loss: 0.0311413 | val_loss: 0.0311481 | Time: 2328.89 ms [2021-01-22 01:17:24 main:574] : INFO : Epoch 1701 | loss: 0.0311404 | val_loss: 0.0311567 | Time: 2289.02 ms [2021-01-22 01:17:26 main:574] : INFO : Epoch 1702 | loss: 0.0311422 | val_loss: 0.031149 | Time: 2303.55 ms [2021-01-22 01:17:28 main:574] : INFO : Epoch 1703 | loss: 0.0311419 | val_loss: 0.0311496 | Time: 2417.43 ms [2021-01-22 01:17:31 main:574] : INFO : Epoch 1704 | loss: 0.0311397 | val_loss: 0.0311498 | Time: 2256.89 ms [2021-01-22 01:17:33 main:574] : INFO : Epoch 1705 | loss: 0.0311409 | val_loss: 0.0311518 | Time: 2269.26 ms [2021-01-22 01:17:35 main:574] : INFO : Epoch 1706 | loss: 0.0311408 | val_loss: 0.0311524 | Time: 2299.77 ms [2021-01-22 01:17:38 main:574] : INFO : Epoch 1707 | loss: 0.0311411 | val_loss: 0.0311509 | Time: 2266.93 ms [2021-01-22 01:17:40 main:574] : INFO : Epoch 1708 | loss: 0.0311392 | val_loss: 0.0311503 | Time: 2275.43 ms [2021-01-22 01:17:42 main:574] : INFO : Epoch 1709 | loss: 0.0311393 | val_loss: 0.0311508 | Time: 2200.73 ms [2021-01-22 01:17:45 main:574] : INFO : Epoch 1710 | loss: 0.03114 | val_loss: 0.0311505 | Time: 2248.24 ms [2021-01-22 01:17:47 main:574] : INFO : Epoch 1711 | loss: 0.0311393 | val_loss: 0.0311514 | Time: 2260.45 ms [2021-01-22 01:17:49 main:574] : INFO : Epoch 1712 | loss: 0.0311401 | val_loss: 0.031154 | Time: 2261.83 ms [2021-01-22 01:17:52 main:574] : INFO : Epoch 1713 | loss: 0.031139 | val_loss: 0.031152 | Time: 2363.9 ms [2021-01-22 01:17:54 main:574] : INFO : Epoch 1714 | loss: 0.0311396 | val_loss: 0.0311559 | Time: 2293.04 ms [2021-01-22 01:17:56 main:574] : INFO : Epoch 1715 | loss: 0.0311387 | val_loss: 0.0311511 | Time: 2264.84 ms [2021-01-22 01:17:59 main:574] : INFO : Epoch 1716 | loss: 0.0311386 | val_loss: 0.0311567 | Time: 2265.67 ms [2021-01-22 01:18:01 main:574] : INFO : Epoch 1717 | loss: 0.0311403 | val_loss: 0.0311517 | Time: 2124.48 ms [2021-01-22 01:18:03 main:574] : INFO : Epoch 1718 | loss: 0.0311384 | val_loss: 0.0311514 | Time: 2237.64 ms [2021-01-22 01:18:05 main:574] : INFO : Epoch 1719 | loss: 0.0311377 | val_loss: 0.0311517 | Time: 2244.78 ms [2021-01-22 01:18:08 main:574] : INFO : Epoch 1720 | loss: 0.031137 | val_loss: 0.0311497 | Time: 2218.78 ms [2021-01-22 01:18:10 main:574] : INFO : Epoch 1721 | loss: 0.0311359 | val_loss: 0.0311521 | Time: 2403.57 ms [2021-01-22 01:18:12 main:574] : INFO : Epoch 1722 | loss: 0.0311359 | val_loss: 0.0311574 | Time: 2272.08 ms [2021-01-22 01:18:15 main:574] : INFO : Epoch 1723 | loss: 0.031137 | val_loss: 0.0311543 | Time: 2304.43 ms [2021-01-22 01:18:17 main:574] : INFO : Epoch 1724 | loss: 0.0311351 | val_loss: 0.0311504 | Time: 2256.35 ms [2021-01-22 01:18:19 main:574] : INFO : Epoch 1725 | loss: 0.0311374 | val_loss: 0.0311519 | Time: 2304.62 ms [2021-01-22 01:18:22 main:574] : INFO : Epoch 1726 | loss: 0.0311428 | val_loss: 0.0311565 | Time: 2184.58 ms [2021-01-22 01:18:24 main:574] : INFO : Epoch 1727 | loss: 0.0311379 | val_loss: 0.0311561 | Time: 2354.87 ms [2021-01-22 01:18:26 main:574] : INFO : Epoch 1728 | loss: 0.0311382 | val_loss: 0.0311599 | Time: 2188.45 ms [2021-01-22 01:18:29 main:574] : INFO : Epoch 1729 | loss: 0.0311385 | val_loss: 0.0311572 | Time: 2291.17 ms [2021-01-22 01:18:31 main:574] : INFO : Epoch 1730 | loss: 0.0311384 | val_loss: 0.0311568 | Time: 2308.39 ms [2021-01-22 01:18:33 main:574] : INFO : Epoch 1731 | loss: 0.0311342 | val_loss: 0.031152 | Time: 2362.53 ms [2021-01-22 01:18:36 main:574] : INFO : Epoch 1732 | loss: 0.031133 | val_loss: 0.0311513 | Time: 2160.39 ms [2021-01-22 01:18:38 main:574] : INFO : Epoch 1733 | loss: 0.0311338 | val_loss: 0.0311499 | Time: 2317.89 ms [2021-01-22 01:18:40 main:574] : INFO : Epoch 1734 | loss: 0.0311367 | val_loss: 0.0311521 | Time: 2266.96 ms [2021-01-22 01:18:43 main:574] : INFO : Epoch 1735 | loss: 0.0311376 | val_loss: 0.0311521 | Time: 2218.34 ms [2021-01-22 01:18:45 main:574] : INFO : Epoch 1736 | loss: 0.031139 | val_loss: 0.0311507 | Time: 2281.5 ms [2021-01-22 01:18:47 main:574] : INFO : Epoch 1737 | loss: 0.0311369 | val_loss: 0.031153 | Time: 2280.6 ms [2021-01-22 01:18:50 main:574] : INFO : Epoch 1738 | loss: 0.0311354 | val_loss: 0.0311509 | Time: 2274.42 ms [2021-01-22 01:18:52 main:574] : INFO : Epoch 1739 | loss: 0.0311341 | val_loss: 0.0311517 | Time: 2357.84 ms [2021-01-22 01:18:54 main:574] : INFO : Epoch 1740 | loss: 0.0311339 | val_loss: 0.0311486 | Time: 2105.85 ms [2021-01-22 01:18:57 main:574] : INFO : Epoch 1741 | loss: 0.0311348 | val_loss: 0.0311592 | Time: 2298.47 ms [2021-01-22 01:18:59 main:574] : INFO : Epoch 1742 | loss: 0.0311435 | val_loss: 0.0311545 | Time: 2156.99 ms [2021-01-22 01:19:01 main:574] : INFO : Epoch 1743 | loss: 0.0311422 | val_loss: 0.031154 | Time: 2298.67 ms [2021-01-22 01:19:04 main:574] : INFO : Epoch 1744 | loss: 0.03114 | val_loss: 0.0311514 | Time: 2389.48 ms [2021-01-22 01:19:06 main:574] : INFO : Epoch 1745 | loss: 0.0311364 | val_loss: 0.0311506 | Time: 2280.62 ms [2021-01-22 01:19:08 main:574] : INFO : Epoch 1746 | loss: 0.0311357 | val_loss: 0.0311547 | Time: 2286.76 ms [2021-01-22 01:19:11 main:574] : INFO : Epoch 1747 | loss: 0.0311381 | val_loss: 0.0311537 | Time: 2360.52 ms [2021-01-22 01:19:13 main:574] : INFO : Epoch 1748 | loss: 0.0311386 | val_loss: 0.031151 | Time: 2417.03 ms [2021-01-22 01:19:16 main:574] : INFO : Epoch 1749 | loss: 0.0311366 | val_loss: 0.0311531 | Time: 2355.82 ms [2021-01-22 01:19:18 main:574] : INFO : Epoch 1750 | loss: 0.0311352 | val_loss: 0.0311518 | Time: 2292.77 ms [2021-01-22 01:19:20 main:574] : INFO : Epoch 1751 | loss: 0.0311351 | val_loss: 0.0311516 | Time: 2201.34 ms [2021-01-22 01:19:23 main:574] : INFO : Epoch 1752 | loss: 0.0311352 | val_loss: 0.0311521 | Time: 2331.89 ms [2021-01-22 01:19:25 main:574] : INFO : Epoch 1753 | loss: 0.0311341 | val_loss: 0.0311495 | Time: 2244.18 ms [2021-01-22 01:19:27 main:574] : INFO : Epoch 1754 | loss: 0.0311341 | val_loss: 0.0311512 | Time: 2297.38 ms [2021-01-22 01:19:30 main:574] : INFO : Epoch 1755 | loss: 0.0311361 | val_loss: 0.0311503 | Time: 2214.04 ms [2021-01-22 01:19:32 main:574] : INFO : Epoch 1756 | loss: 0.0311348 | val_loss: 0.0311504 | Time: 2326.87 ms [2021-01-22 01:19:34 main:574] : INFO : Epoch 1757 | loss: 0.0311349 | val_loss: 0.0311512 | Time: 2152.75 ms [2021-01-22 01:19:36 main:574] : INFO : Epoch 1758 | loss: 0.0311338 | val_loss: 0.0311492 | Time: 2250.17 ms [2021-01-22 01:19:39 main:574] : INFO : Epoch 1759 | loss: 0.031134 | val_loss: 0.0311523 | Time: 2365.83 ms [2021-01-22 01:19:41 main:574] : INFO : Epoch 1760 | loss: 0.0311346 | val_loss: 0.0311491 | Time: 2270.28 ms [2021-01-22 01:19:44 main:574] : INFO : Epoch 1761 | loss: 0.0311358 | val_loss: 0.0311533 | Time: 2393.35 ms [2021-01-22 01:19:46 main:574] : INFO : Epoch 1762 | loss: 0.0311352 | val_loss: 0.031156 | Time: 2255.59 ms [2021-01-22 01:19:48 main:574] : INFO : Epoch 1763 | loss: 0.0311343 | val_loss: 0.0311521 | Time: 2218.31 ms [2021-01-22 01:19:51 main:574] : INFO : Epoch 1764 | loss: 0.0311324 | val_loss: 0.0311527 | Time: 2358.57 ms [2021-01-22 01:19:53 main:574] : INFO : Epoch 1765 | loss: 0.0311319 | val_loss: 0.0311507 | Time: 2308.04 ms [2021-01-22 01:19:55 main:574] : INFO : Epoch 1766 | loss: 0.0311316 | val_loss: 0.0311523 | Time: 2239.97 ms [2021-01-22 01:19:58 main:574] : INFO : Epoch 1767 | loss: 0.0311318 | val_loss: 0.0311545 | Time: 2295.09 ms [2021-01-22 01:20:00 main:574] : INFO : Epoch 1768 | loss: 0.0311334 | val_loss: 0.0311494 | Time: 2316.55 ms [2021-01-22 01:20:03 main:574] : INFO : Epoch 1769 | loss: 0.0311325 | val_loss: 0.0311514 | Time: 2307.39 ms [2021-01-22 01:20:05 main:574] : INFO : Epoch 1770 | loss: 0.0311335 | val_loss: 0.0311527 | Time: 2182.27 ms [2021-01-22 01:20:07 main:574] : INFO : Epoch 1771 | loss: 0.0311328 | val_loss: 0.0311481 | Time: 2142.54 ms [2021-01-22 01:20:09 main:574] : INFO : Epoch 1772 | loss: 0.0311326 | val_loss: 0.0311523 | Time: 2173.94 ms [2021-01-22 01:20:11 main:574] : INFO : Epoch 1773 | loss: 0.0311349 | val_loss: 0.0311504 | Time: 2252.93 ms [2021-01-22 01:20:14 main:574] : INFO : Epoch 1774 | loss: 0.0311337 | val_loss: 0.0311556 | Time: 2235.55 ms [2021-01-22 01:20:16 main:574] : INFO : Epoch 1775 | loss: 0.0311373 | val_loss: 0.0311498 | Time: 2303.74 ms [2021-01-22 01:20:18 main:574] : INFO : Epoch 1776 | loss: 0.0311363 | val_loss: 0.031147 | Time: 2172.08 ms [2021-01-22 01:20:21 main:574] : INFO : Epoch 1777 | loss: 0.0311336 | val_loss: 0.0311487 | Time: 2194.74 ms [2021-01-22 01:20:23 main:574] : INFO : Epoch 1778 | loss: 0.0311347 | val_loss: 0.0311527 | Time: 2204.4 ms [2021-01-22 01:20:25 main:574] : INFO : Epoch 1779 | loss: 0.0311325 | val_loss: 0.0311492 | Time: 2290.46 ms [2021-01-22 01:20:27 main:574] : INFO : Epoch 1780 | loss: 0.0311327 | val_loss: 0.0311482 | Time: 2196.86 ms [2021-01-22 01:20:30 main:574] : INFO : Epoch 1781 | loss: 0.0311313 | val_loss: 0.0311484 | Time: 2306.07 ms [2021-01-22 01:20:32 main:574] : INFO : Epoch 1782 | loss: 0.0311327 | val_loss: 0.0311513 | Time: 2327.59 ms [2021-01-22 01:20:34 main:574] : INFO : Epoch 1783 | loss: 0.0311388 | val_loss: 0.0311596 | Time: 2185.24 ms [2021-01-22 01:20:37 main:574] : INFO : Epoch 1784 | loss: 0.0311372 | val_loss: 0.0311498 | Time: 2185.07 ms [2021-01-22 01:20:39 main:574] : INFO : Epoch 1785 | loss: 0.0311319 | val_loss: 0.0311543 | Time: 2249.08 ms [2021-01-22 01:20:41 main:574] : INFO : Epoch 1786 | loss: 0.0311327 | val_loss: 0.0311507 | Time: 2148.99 ms [2021-01-22 01:20:43 main:574] : INFO : Epoch 1787 | loss: 0.0311337 | val_loss: 0.0311482 | Time: 2233.85 ms [2021-01-22 01:20:46 main:574] : INFO : Epoch 1788 | loss: 0.0311318 | val_loss: 0.031151 | Time: 2275.18 ms [2021-01-22 01:20:48 main:574] : INFO : Epoch 1789 | loss: 0.0311351 | val_loss: 0.0311474 | Time: 2266.13 ms [2021-01-22 01:20:50 main:574] : INFO : Epoch 1790 | loss: 0.0311336 | val_loss: 0.0311486 | Time: 2196.73 ms [2021-01-22 01:20:53 main:574] : INFO : Epoch 1791 | loss: 0.0311325 | val_loss: 0.0311466 | Time: 2299.88 ms [2021-01-22 01:20:55 main:574] : INFO : Epoch 1792 | loss: 0.0311311 | val_loss: 0.0311448 | Time: 2376.53 ms [2021-01-22 01:20:58 main:574] : INFO : Epoch 1793 | loss: 0.0311303 | val_loss: 0.0311481 | Time: 2250.93 ms [2021-01-22 01:21:00 main:574] : INFO : Epoch 1794 | loss: 0.0311306 | val_loss: 0.031146 | Time: 2212.34 ms [2021-01-22 01:21:02 main:574] : INFO : Epoch 1795 | loss: 0.0311298 | val_loss: 0.0311467 | Time: 2284.45 ms [2021-01-22 01:21:04 main:574] : INFO : Epoch 1796 | loss: 0.0311288 | val_loss: 0.031149 | Time: 2280.51 ms [2021-01-22 01:21:07 main:574] : INFO : Epoch 1797 | loss: 0.0311284 | val_loss: 0.0311457 | Time: 2157.88 ms [2021-01-22 01:21:09 main:574] : INFO : Epoch 1798 | loss: 0.03113 | val_loss: 0.0311465 | Time: 2325 ms [2021-01-22 01:21:11 main:574] : INFO : Epoch 1799 | loss: 0.0311309 | val_loss: 0.0311468 | Time: 2284.04 ms [2021-01-22 01:21:14 main:574] : INFO : Epoch 1800 | loss: 0.0311311 | val_loss: 0.031148 | Time: 2217.32 ms [2021-01-22 01:21:16 main:574] : INFO : Epoch 1801 | loss: 0.0311309 | val_loss: 0.0311494 | Time: 2183.72 ms [2021-01-22 01:21:18 main:574] : INFO : Epoch 1802 | loss: 0.0311306 | val_loss: 0.0311487 | Time: 2280.36 ms [2021-01-22 01:21:21 main:574] : INFO : Epoch 1803 | loss: 0.0311304 | val_loss: 0.0311498 | Time: 2275.06 ms [2021-01-22 01:21:23 main:574] : INFO : Epoch 1804 | loss: 0.0311303 | val_loss: 0.0311493 | Time: 2285.76 ms [2021-01-22 01:21:25 main:574] : INFO : Epoch 1805 | loss: 0.0311295 | val_loss: 0.0311487 | Time: 2362.19 ms [2021-01-22 01:21:28 main:574] : INFO : Epoch 1806 | loss: 0.0311297 | val_loss: 0.0311494 | Time: 2227.29 ms [2021-01-22 01:21:30 main:574] : INFO : Epoch 1807 | loss: 0.0311309 | val_loss: 0.0311477 | Time: 2215.86 ms [2021-01-22 01:21:32 main:574] : INFO : Epoch 1808 | loss: 0.0311318 | val_loss: 0.0311462 | Time: 2245.56 ms [2021-01-22 01:21:35 main:574] : INFO : Epoch 1809 | loss: 0.0311319 | val_loss: 0.0311525 | Time: 2373.6 ms [2021-01-22 01:21:37 main:574] : INFO : Epoch 1810 | loss: 0.0311301 | val_loss: 0.0311499 | Time: 2290.18 ms [2021-01-22 01:21:39 main:574] : INFO : Epoch 1811 | loss: 0.0311286 | val_loss: 0.031146 | Time: 2382.37 ms [2021-01-22 01:21:42 main:574] : INFO : Epoch 1812 | loss: 0.0311296 | val_loss: 0.0311461 | Time: 2278.52 ms [2021-01-22 01:21:44 main:574] : INFO : Epoch 1813 | loss: 0.0311306 | val_loss: 0.0311462 | Time: 2182.09 ms [2021-01-22 01:21:46 main:574] : INFO : Epoch 1814 | loss: 0.0311315 | val_loss: 0.0311462 | Time: 2170.04 ms [2021-01-22 01:21:49 main:574] : INFO : Epoch 1815 | loss: 0.0311322 | val_loss: 0.0311451 | Time: 2210.93 ms [2021-01-22 01:21:51 main:574] : INFO : Epoch 1816 | loss: 0.0311318 | val_loss: 0.0311525 | Time: 2284.21 ms [2021-01-22 01:21:53 main:574] : INFO : Epoch 1817 | loss: 0.0311316 | val_loss: 0.0311495 | Time: 2353.11 ms [2021-01-22 01:21:56 main:574] : INFO : Epoch 1818 | loss: 0.031131 | val_loss: 0.0311535 | Time: 2184.81 ms [2021-01-22 01:21:58 main:574] : INFO : Epoch 1819 | loss: 0.0311308 | val_loss: 0.0311479 | Time: 2250.26 ms [2021-01-22 01:22:00 main:574] : INFO : Epoch 1820 | loss: 0.0311303 | val_loss: 0.0311474 | Time: 2164.24 ms [2021-01-22 01:22:02 main:574] : INFO : Epoch 1821 | loss: 0.0311305 | val_loss: 0.0311492 | Time: 2248.48 ms [2021-01-22 01:22:05 main:574] : INFO : Epoch 1822 | loss: 0.0311304 | val_loss: 0.0311491 | Time: 2189.98 ms [2021-01-22 01:22:07 main:574] : INFO : Epoch 1823 | loss: 0.031135 | val_loss: 0.0311508 | Time: 2259.2 ms [2021-01-22 01:22:09 main:574] : INFO : Epoch 1824 | loss: 0.0311351 | val_loss: 0.0311478 | Time: 2321.71 ms [2021-01-22 01:22:12 main:574] : INFO : Epoch 1825 | loss: 0.0311335 | val_loss: 0.0311454 | Time: 2272.06 ms [2021-01-22 01:22:14 main:574] : INFO : Epoch 1826 | loss: 0.0311312 | val_loss: 0.0311481 | Time: 2307.19 ms [2021-01-22 01:22:16 main:574] : INFO : Epoch 1827 | loss: 0.0311332 | val_loss: 0.0311478 | Time: 2308.36 ms [2021-01-22 01:22:19 main:574] : INFO : Epoch 1828 | loss: 0.0311366 | val_loss: 0.0311483 | Time: 2215.64 ms [2021-01-22 01:22:21 main:574] : INFO : Epoch 1829 | loss: 0.0311365 | val_loss: 0.0311491 | Time: 2357.75 ms [2021-01-22 01:22:23 main:574] : INFO : Epoch 1830 | loss: 0.0311374 | val_loss: 0.0311553 | Time: 2277.86 ms [2021-01-22 01:22:26 main:574] : INFO : Epoch 1831 | loss: 0.031142 | val_loss: 0.0311542 | Time: 2426.85 ms [2021-01-22 01:22:28 main:574] : INFO : Epoch 1832 | loss: 0.0311403 | val_loss: 0.031148 | Time: 2266.15 ms [2021-01-22 01:22:31 main:574] : INFO : Epoch 1833 | loss: 0.0311376 | val_loss: 0.0311481 | Time: 2343.5 ms [2021-01-22 01:22:33 main:574] : INFO : Epoch 1834 | loss: 0.0311365 | val_loss: 0.0311526 | Time: 2309.81 ms [2021-01-22 01:22:35 main:574] : INFO : Epoch 1835 | loss: 0.0311357 | val_loss: 0.0311477 | Time: 2299.32 ms [2021-01-22 01:22:38 main:574] : INFO : Epoch 1836 | loss: 0.0311333 | val_loss: 0.0311471 | Time: 2330.21 ms [2021-01-22 01:22:40 main:574] : INFO : Epoch 1837 | loss: 0.0311316 | val_loss: 0.0311501 | Time: 2181.77 ms [2021-01-22 01:22:42 main:574] : INFO : Epoch 1838 | loss: 0.031131 | val_loss: 0.0311479 | Time: 2164.65 ms [2021-01-22 01:22:45 main:574] : INFO : Epoch 1839 | loss: 0.0311308 | val_loss: 0.0311486 | Time: 2272.53 ms [2021-01-22 01:22:47 main:574] : INFO : Epoch 1840 | loss: 0.0311304 | val_loss: 0.0311491 | Time: 2239.4 ms [2021-01-22 01:22:49 main:574] : INFO : Epoch 1841 | loss: 0.0311312 | val_loss: 0.0311485 | Time: 2355.01 ms [2021-01-22 01:22:52 main:574] : INFO : Epoch 1842 | loss: 0.0311294 | val_loss: 0.0311489 | Time: 2301.06 ms [2021-01-22 01:22:54 main:574] : INFO : Epoch 1843 | loss: 0.0311289 | val_loss: 0.031151 | Time: 2293.63 ms [2021-01-22 01:22:56 main:574] : INFO : Epoch 1844 | loss: 0.0311292 | val_loss: 0.0311536 | Time: 2262.44 ms [2021-01-22 01:22:59 main:574] : INFO : Epoch 1845 | loss: 0.0311309 | val_loss: 0.0311522 | Time: 2244.79 ms [2021-01-22 01:23:01 main:574] : INFO : Epoch 1846 | loss: 0.031132 | val_loss: 0.0311507 | Time: 2279.26 ms [2021-01-22 01:23:03 main:574] : INFO : Epoch 1847 | loss: 0.0311295 | val_loss: 0.0311501 | Time: 2287.14 ms [2021-01-22 01:23:06 main:574] : INFO : Epoch 1848 | loss: 0.0311278 | val_loss: 0.0311489 | Time: 2315.09 ms [2021-01-22 01:23:08 main:574] : INFO : Epoch 1849 | loss: 0.0311299 | val_loss: 0.0311544 | Time: 2297.94 ms [2021-01-22 01:23:10 main:574] : INFO : Epoch 1850 | loss: 0.0311316 | val_loss: 0.0311602 | Time: 2263.33 ms [2021-01-22 01:23:13 main:574] : INFO : Epoch 1851 | loss: 0.031141 | val_loss: 0.0311648 | Time: 2306.75 ms [2021-01-22 01:23:15 main:574] : INFO : Epoch 1852 | loss: 0.0312452 | val_loss: 0.0346197 | Time: 2356.54 ms [2021-01-22 01:23:18 main:574] : INFO : Epoch 1853 | loss: 0.0404019 | val_loss: 0.154151 | Time: 2271.7 ms [2021-01-22 01:23:20 main:574] : INFO : Epoch 1854 | loss: 0.0620614 | val_loss: 0.0374242 | Time: 2310.52 ms [2021-01-22 01:23:22 main:574] : INFO : Epoch 1855 | loss: 0.0333607 | val_loss: 0.031707 | Time: 2283.16 ms [2021-01-22 01:23:25 main:574] : INFO : Epoch 1856 | loss: 0.0315269 | val_loss: 0.0313321 | Time: 2243.98 ms [2021-01-22 01:23:27 main:574] : INFO : Epoch 1857 | loss: 0.0312869 | val_loss: 0.0312495 | Time: 2154.95 ms [2021-01-22 01:23:29 main:574] : INFO : Epoch 1858 | loss: 0.0312459 | val_loss: 0.0312409 | Time: 2246.86 ms [2021-01-22 01:23:32 main:574] : INFO : Epoch 1859 | loss: 0.0312345 | val_loss: 0.0312291 | Time: 2316.79 ms [2021-01-22 01:23:34 main:574] : INFO : Epoch 1860 | loss: 0.0312297 | val_loss: 0.0312277 | Time: 2248.97 ms [2021-01-22 01:23:36 main:574] : INFO : Epoch 1861 | loss: 0.0312287 | val_loss: 0.0312264 | Time: 2262.48 ms [2021-01-22 01:23:38 main:574] : INFO : Epoch 1862 | loss: 0.0312279 | val_loss: 0.0312252 | Time: 2235.51 ms [2021-01-22 01:23:41 main:574] : INFO : Epoch 1863 | loss: 0.0312269 | val_loss: 0.0312261 | Time: 2240.77 ms [2021-01-22 01:23:43 main:574] : INFO : Epoch 1864 | loss: 0.0312259 | val_loss: 0.0312235 | Time: 2417.72 ms [2021-01-22 01:23:46 main:574] : INFO : Epoch 1865 | loss: 0.0312246 | val_loss: 0.0312223 | Time: 2252.74 ms [2021-01-22 01:23:48 main:574] : INFO : Epoch 1866 | loss: 0.0312242 | val_loss: 0.0312213 | Time: 2306.5 ms [2021-01-22 01:23:50 main:574] : INFO : Epoch 1867 | loss: 0.0312232 | val_loss: 0.0312207 | Time: 2173.76 ms [2021-01-22 01:23:53 main:574] : INFO : Epoch 1868 | loss: 0.0312224 | val_loss: 0.0312197 | Time: 2446.5 ms [2021-01-22 01:23:55 main:574] : INFO : Epoch 1869 | loss: 0.0312219 | val_loss: 0.0312189 | Time: 2372.47 ms [2021-01-22 01:23:57 main:574] : INFO : Epoch 1870 | loss: 0.0312208 | val_loss: 0.0312181 | Time: 2290.25 ms [2021-01-22 01:24:00 main:574] : INFO : Epoch 1871 | loss: 0.03122 | val_loss: 0.0312173 | Time: 2313.04 ms [2021-01-22 01:24:02 main:574] : INFO : Epoch 1872 | loss: 0.0312191 | val_loss: 0.0312167 | Time: 2259.69 ms [2021-01-22 01:24:04 main:574] : INFO : Epoch 1873 | loss: 0.0312182 | val_loss: 0.0312158 | Time: 2270.2 ms [2021-01-22 01:24:07 main:574] : INFO : Epoch 1874 | loss: 0.0312178 | val_loss: 0.0312149 | Time: 2292.77 ms [2021-01-22 01:24:09 main:574] : INFO : Epoch 1875 | loss: 0.0312167 | val_loss: 0.031214 | Time: 2214.09 ms [2021-01-22 01:24:11 main:574] : INFO : Epoch 1876 | loss: 0.0312164 | val_loss: 0.0312132 | Time: 2231.56 ms [2021-01-22 01:24:14 main:574] : INFO : Epoch 1877 | loss: 0.031215 | val_loss: 0.0312135 | Time: 2326.39 ms [2021-01-22 01:24:16 main:574] : INFO : Epoch 1878 | loss: 0.0312136 | val_loss: 0.0312104 | Time: 2250.02 ms [2021-01-22 01:24:18 main:574] : INFO : Epoch 1879 | loss: 0.0312118 | val_loss: 0.0312082 | Time: 2380.5 ms [2021-01-22 01:24:21 main:574] : INFO : Epoch 1880 | loss: 0.0312099 | val_loss: 0.0312065 | Time: 2218.47 ms [2021-01-22 01:24:23 main:574] : INFO : Epoch 1881 | loss: 0.0312079 | val_loss: 0.031205 | Time: 2244.43 ms [2021-01-22 01:24:25 main:574] : INFO : Epoch 1882 | loss: 0.0312069 | val_loss: 0.0312032 | Time: 2218.97 ms [2021-01-22 01:24:28 main:574] : INFO : Epoch 1883 | loss: 0.0312056 | val_loss: 0.0312037 | Time: 2257.25 ms [2021-01-22 01:24:30 main:574] : INFO : Epoch 1884 | loss: 0.0312038 | val_loss: 0.0312 | Time: 2264.81 ms [2021-01-22 01:24:32 main:574] : INFO : Epoch 1885 | loss: 0.0312016 | val_loss: 0.0311988 | Time: 2292.39 ms [2021-01-22 01:24:35 main:574] : INFO : Epoch 1886 | loss: 0.0312006 | val_loss: 0.0311983 | Time: 2227.9 ms [2021-01-22 01:24:37 main:574] : INFO : Epoch 1887 | loss: 0.0311996 | val_loss: 0.0311971 | Time: 2314.58 ms [2021-01-22 01:24:39 main:574] : INFO : Epoch 1888 | loss: 0.0311986 | val_loss: 0.0311993 | Time: 2266.59 ms [2021-01-22 01:24:42 main:574] : INFO : Epoch 1889 | loss: 0.0311973 | val_loss: 0.0311965 | Time: 2369.17 ms [2021-01-22 01:24:44 main:574] : INFO : Epoch 1890 | loss: 0.0311981 | val_loss: 0.0311961 | Time: 2258.86 ms [2021-01-22 01:24:46 main:574] : INFO : Epoch 1891 | loss: 0.0311968 | val_loss: 0.0311936 | Time: 2366.85 ms [2021-01-22 01:24:49 main:574] : INFO : Epoch 1892 | loss: 0.0311952 | val_loss: 0.0311919 | Time: 2393.21 ms [2021-01-22 01:24:51 main:574] : INFO : Epoch 1893 | loss: 0.0311937 | val_loss: 0.0311912 | Time: 2260.06 ms [2021-01-22 01:24:54 main:574] : INFO : Epoch 1894 | loss: 0.0311934 | val_loss: 0.0311915 | Time: 2279.15 ms [2021-01-22 01:24:56 main:574] : INFO : Epoch 1895 | loss: 0.0311927 | val_loss: 0.031193 | Time: 2278.42 ms [2021-01-22 01:24:58 main:574] : INFO : Epoch 1896 | loss: 0.0311922 | val_loss: 0.0311897 | Time: 2285.79 ms [2021-01-22 01:25:01 main:574] : INFO : Epoch 1897 | loss: 0.0311911 | val_loss: 0.0311905 | Time: 2210.15 ms [2021-01-22 01:25:03 main:574] : INFO : Epoch 1898 | loss: 0.0311917 | val_loss: 0.0311891 | Time: 2360.2 ms [2021-01-22 01:25:05 main:574] : INFO : Epoch 1899 | loss: 0.0311902 | val_loss: 0.0311884 | Time: 2286.79 ms [2021-01-22 01:25:08 main:574] : INFO : Epoch 1900 | loss: 0.0311894 | val_loss: 0.0311877 | Time: 2235.59 ms [2021-01-22 01:25:10 main:574] : INFO : Epoch 1901 | loss: 0.0311895 | val_loss: 0.0311874 | Time: 2242.99 ms [2021-01-22 01:25:12 main:574] : INFO : Epoch 1902 | loss: 0.0311891 | val_loss: 0.0311898 | Time: 2273.42 ms [2021-01-22 01:25:15 main:574] : INFO : Epoch 1903 | loss: 0.0311891 | val_loss: 0.0311866 | Time: 2428.53 ms [2021-01-22 01:25:17 main:574] : INFO : Epoch 1904 | loss: 0.0311876 | val_loss: 0.0311879 | Time: 2194.17 ms [2021-01-22 01:25:19 main:574] : INFO : Epoch 1905 | loss: 0.0311911 | val_loss: 0.0311869 | Time: 2195.85 ms [2021-01-22 01:25:22 main:574] : INFO : Epoch 1906 | loss: 0.0311872 | val_loss: 0.0311858 | Time: 2226.34 ms [2021-01-22 01:25:24 main:574] : INFO : Epoch 1907 | loss: 0.0311867 | val_loss: 0.0311853 | Time: 2343.24 ms [2021-01-22 01:25:26 main:574] : INFO : Epoch 1908 | loss: 0.0311865 | val_loss: 0.031185 | Time: 2289.03 ms [2021-01-22 01:25:29 main:574] : INFO : Epoch 1909 | loss: 0.0311871 | val_loss: 0.0311906 | Time: 2268.02 ms [2021-01-22 01:25:31 main:574] : INFO : Epoch 1910 | loss: 0.0311884 | val_loss: 0.0311864 | Time: 2240.31 ms [2021-01-22 01:25:33 main:574] : INFO : Epoch 1911 | loss: 0.0311898 | val_loss: 0.0311878 | Time: 2255.26 ms [2021-01-22 01:25:36 main:574] : INFO : Epoch 1912 | loss: 0.0311858 | val_loss: 0.0311871 | Time: 2263.64 ms [2021-01-22 01:25:38 main:574] : INFO : Epoch 1913 | loss: 0.0311841 | val_loss: 0.0311841 | Time: 2173.92 ms [2021-01-22 01:25:40 main:574] : INFO : Epoch 1914 | loss: 0.0311838 | val_loss: 0.0311898 | Time: 2360.59 ms [2021-01-22 01:25:43 main:574] : INFO : Epoch 1915 | loss: 0.0311847 | val_loss: 0.0311805 | Time: 2293.74 ms [2021-01-22 01:25:45 main:574] : INFO : Epoch 1916 | loss: 0.0311809 | val_loss: 0.0311811 | Time: 2266.32 ms [2021-01-22 01:25:47 main:574] : INFO : Epoch 1917 | loss: 0.0311787 | val_loss: 0.0311783 | Time: 2250.06 ms [2021-01-22 01:25:50 main:574] : INFO : Epoch 1918 | loss: 0.0311711 | val_loss: 0.0311662 | Time: 2240.48 ms [2021-01-22 01:25:52 main:574] : INFO : Epoch 1919 | loss: 0.031159 | val_loss: 0.0311602 | Time: 2265.95 ms [2021-01-22 01:25:54 main:574] : INFO : Epoch 1920 | loss: 0.0311589 | val_loss: 0.0311618 | Time: 2162.09 ms [2021-01-22 01:25:57 main:574] : INFO : Epoch 1921 | loss: 0.0311533 | val_loss: 0.0311571 | Time: 2309.78 ms [2021-01-22 01:25:59 main:574] : INFO : Epoch 1922 | loss: 0.031151 | val_loss: 0.0311551 | Time: 2259.81 ms [2021-01-22 01:26:01 main:574] : INFO : Epoch 1923 | loss: 0.0311493 | val_loss: 0.0311526 | Time: 2271.42 ms [2021-01-22 01:26:03 main:574] : INFO : Epoch 1924 | loss: 0.0311479 | val_loss: 0.0311503 | Time: 2257.4 ms [2021-01-22 01:26:06 main:574] : INFO : Epoch 1925 | loss: 0.031147 | val_loss: 0.031152 | Time: 2326.64 ms [2021-01-22 01:26:08 main:574] : INFO : Epoch 1926 | loss: 0.031146 | val_loss: 0.0311515 | Time: 2302.69 ms [2021-01-22 01:26:10 main:574] : INFO : Epoch 1927 | loss: 0.0311449 | val_loss: 0.0311495 | Time: 2193.89 ms [2021-01-22 01:26:13 main:574] : INFO : Epoch 1928 | loss: 0.0311439 | val_loss: 0.0311521 | Time: 2421 ms [2021-01-22 01:26:15 main:574] : INFO : Epoch 1929 | loss: 0.0311436 | val_loss: 0.0311534 | Time: 2279.71 ms [2021-01-22 01:26:18 main:574] : INFO : Epoch 1930 | loss: 0.0311437 | val_loss: 0.0311496 | Time: 2257.98 ms [2021-01-22 01:26:20 main:574] : INFO : Epoch 1931 | loss: 0.0311425 | val_loss: 0.0311508 | Time: 2192.5 ms [2021-01-22 01:26:22 main:574] : INFO : Epoch 1932 | loss: 0.0311516 | val_loss: 0.0311536 | Time: 2183.56 ms [2021-01-22 01:26:24 main:574] : INFO : Epoch 1933 | loss: 0.0311443 | val_loss: 0.0311458 | Time: 2088.35 ms [2021-01-22 01:26:26 main:574] : INFO : Epoch 1934 | loss: 0.0311412 | val_loss: 0.0311473 | Time: 2347.22 ms [2021-01-22 01:26:29 main:574] : INFO : Epoch 1935 | loss: 0.0311415 | val_loss: 0.0311502 | Time: 2195.21 ms [2021-01-22 01:26:31 main:574] : INFO : Epoch 1936 | loss: 0.0311427 | val_loss: 0.0311555 | Time: 2243.12 ms [2021-01-22 01:26:33 main:574] : INFO : Epoch 1937 | loss: 0.0311434 | val_loss: 0.0311451 | Time: 2052.2 ms [2021-01-22 01:26:35 main:574] : INFO : Epoch 1938 | loss: 0.0311413 | val_loss: 0.0311453 | Time: 2203.5 ms [2021-01-22 01:26:38 main:574] : INFO : Epoch 1939 | loss: 0.0311396 | val_loss: 0.0311486 | Time: 2287.43 ms [2021-01-22 01:26:40 main:574] : INFO : Epoch 1940 | loss: 0.0311397 | val_loss: 0.0311469 | Time: 2409.74 ms [2021-01-22 01:26:43 main:574] : INFO : Epoch 1941 | loss: 0.0311371 | val_loss: 0.0311456 | Time: 2294.98 ms [2021-01-22 01:26:45 main:574] : INFO : Epoch 1942 | loss: 0.031137 | val_loss: 0.0311457 | Time: 2213.68 ms [2021-01-22 01:26:47 main:574] : INFO : Epoch 1943 | loss: 0.031137 | val_loss: 0.0311454 | Time: 2244.73 ms [2021-01-22 01:26:49 main:574] : INFO : Epoch 1944 | loss: 0.0311381 | val_loss: 0.0311479 | Time: 2286.74 ms [2021-01-22 01:26:52 main:574] : INFO : Epoch 1945 | loss: 0.0311383 | val_loss: 0.0311488 | Time: 2143.13 ms [2021-01-22 01:26:54 main:574] : INFO : Epoch 1946 | loss: 0.0311377 | val_loss: 0.0311499 | Time: 2294.47 ms [2021-01-22 01:26:56 main:574] : INFO : Epoch 1947 | loss: 0.0311421 | val_loss: 0.0311533 | Time: 2286.68 ms [2021-01-22 01:26:59 main:574] : INFO : Epoch 1948 | loss: 0.0311377 | val_loss: 0.0311485 | Time: 2271.9 ms [2021-01-22 01:27:01 main:574] : INFO : Epoch 1949 | loss: 0.0311335 | val_loss: 0.0311451 | Time: 2237.07 ms [2021-01-22 01:27:03 main:574] : INFO : Epoch 1950 | loss: 0.0311333 | val_loss: 0.0311472 | Time: 2237.42 ms [2021-01-22 01:27:06 main:574] : INFO : Epoch 1951 | loss: 0.0311352 | val_loss: 0.031147 | Time: 2216.81 ms [2021-01-22 01:27:08 main:574] : INFO : Epoch 1952 | loss: 0.0311372 | val_loss: 0.0311474 | Time: 2257.34 ms [2021-01-22 01:27:10 main:574] : INFO : Epoch 1953 | loss: 0.0311366 | val_loss: 0.0311446 | Time: 2297.76 ms [2021-01-22 01:27:13 main:574] : INFO : Epoch 1954 | loss: 0.0311371 | val_loss: 0.03115 | Time: 2255.24 ms [2021-01-22 01:27:15 main:574] : INFO : Epoch 1955 | loss: 0.0311348 | val_loss: 0.0311464 | Time: 2198.31 ms [2021-01-22 01:27:17 main:574] : INFO : Epoch 1956 | loss: 0.0311364 | val_loss: 0.0311518 | Time: 2294.98 ms [2021-01-22 01:27:20 main:574] : INFO : Epoch 1957 | loss: 0.031137 | val_loss: 0.031146 | Time: 2277.23 ms [2021-01-22 01:27:22 main:574] : INFO : Epoch 1958 | loss: 0.0311338 | val_loss: 0.0311461 | Time: 2286.5 ms [2021-01-22 01:27:24 main:574] : INFO : Epoch 1959 | loss: 0.0311346 | val_loss: 0.0311462 | Time: 2262.05 ms [2021-01-22 01:27:26 main:574] : INFO : Epoch 1960 | loss: 0.031134 | val_loss: 0.0311494 | Time: 2191.71 ms [2021-01-22 01:27:29 main:574] : INFO : Epoch 1961 | loss: 0.0311369 | val_loss: 0.0311484 | Time: 2286.16 ms [2021-01-22 01:27:31 main:574] : INFO : Epoch 1962 | loss: 0.0311359 | val_loss: 0.031148 | Time: 2148.04 ms [2021-01-22 01:27:33 main:574] : INFO : Epoch 1963 | loss: 0.0311344 | val_loss: 0.0311452 | Time: 2361.31 ms [2021-01-22 01:27:36 main:574] : INFO : Epoch 1964 | loss: 0.0311343 | val_loss: 0.0311453 | Time: 2229 ms [2021-01-22 01:27:38 main:574] : INFO : Epoch 1965 | loss: 0.031136 | val_loss: 0.0311506 | Time: 2299.68 ms [2021-01-22 01:27:40 main:574] : INFO : Epoch 1966 | loss: 0.0311423 | val_loss: 0.0311442 | Time: 2279.52 ms [2021-01-22 01:27:43 main:574] : INFO : Epoch 1967 | loss: 0.0311365 | val_loss: 0.0311452 | Time: 2371.23 ms [2021-01-22 01:27:45 main:574] : INFO : Epoch 1968 | loss: 0.0311364 | val_loss: 0.0311461 | Time: 2305.54 ms [2021-01-22 01:27:47 main:574] : INFO : Epoch 1969 | loss: 0.0311366 | val_loss: 0.0311469 | Time: 2279.37 ms [2021-01-22 01:27:50 main:574] : INFO : Epoch 1970 | loss: 0.0311361 | val_loss: 0.031145 | Time: 2292.58 ms [2021-01-22 01:27:52 main:574] : INFO : Epoch 1971 | loss: 0.031137 | val_loss: 0.0311473 | Time: 2349.97 ms [2021-01-22 01:27:55 main:574] : INFO : Epoch 1972 | loss: 0.0311333 | val_loss: 0.031149 | Time: 2310.06 ms [2021-01-22 01:27:57 main:574] : INFO : Epoch 1973 | loss: 0.0311333 | val_loss: 0.0311495 | Time: 2215.41 ms [2021-01-22 01:27:59 main:574] : INFO : Epoch 1974 | loss: 0.0311336 | val_loss: 0.031146 | Time: 2317.12 ms [2021-01-22 01:28:02 main:574] : INFO : Epoch 1975 | loss: 0.0311325 | val_loss: 0.031149 | Time: 2360.21 ms [2021-01-22 01:28:04 main:574] : INFO : Epoch 1976 | loss: 0.0311326 | val_loss: 0.0311458 | Time: 2265.04 ms [2021-01-22 01:28:06 main:574] : INFO : Epoch 1977 | loss: 0.0311315 | val_loss: 0.0311468 | Time: 2320.94 ms [2021-01-22 01:28:09 main:574] : INFO : Epoch 1978 | loss: 0.0311359 | val_loss: 0.031155 | Time: 2290.2 ms [2021-01-22 01:28:11 main:574] : INFO : Epoch 1979 | loss: 0.0311407 | val_loss: 0.0311508 | Time: 2258.82 ms [2021-01-22 01:28:13 main:574] : INFO : Epoch 1980 | loss: 0.031136 | val_loss: 0.0311499 | Time: 2324.12 ms [2021-01-22 01:28:16 main:574] : INFO : Epoch 1981 | loss: 0.0311372 | val_loss: 0.0311513 | Time: 2263.09 ms [2021-01-22 01:28:18 main:574] : INFO : Epoch 1982 | loss: 0.0311366 | val_loss: 0.03115 | Time: 2247.56 ms [2021-01-22 01:28:20 main:574] : INFO : Epoch 1983 | loss: 0.0311347 | val_loss: 0.0311501 | Time: 2243.05 ms [2021-01-22 01:28:23 main:574] : INFO : Epoch 1984 | loss: 0.031134 | val_loss: 0.0311489 | Time: 2281.03 ms [2021-01-22 01:28:25 main:574] : INFO : Epoch 1985 | loss: 0.0311337 | val_loss: 0.0311533 | Time: 2298.2 ms [2021-01-22 01:28:27 main:574] : INFO : Epoch 1986 | loss: 0.0311367 | val_loss: 0.0311505 | Time: 2290.46 ms [2021-01-22 01:28:30 main:574] : INFO : Epoch 1987 | loss: 0.0311328 | val_loss: 0.0311489 | Time: 2272.44 ms [2021-01-22 01:28:32 main:574] : INFO : Epoch 1988 | loss: 0.0311328 | val_loss: 0.0311515 | Time: 2274.92 ms [2021-01-22 01:28:34 main:574] : INFO : Epoch 1989 | loss: 0.0311377 | val_loss: 0.0311517 | Time: 2267.96 ms [2021-01-22 01:28:37 main:574] : INFO : Epoch 1990 | loss: 0.0311313 | val_loss: 0.0311484 | Time: 2216.34 ms [2021-01-22 01:28:39 main:574] : INFO : Epoch 1991 | loss: 0.0311319 | val_loss: 0.0311483 | Time: 2242.47 ms [2021-01-22 01:28:41 main:574] : INFO : Epoch 1992 | loss: 0.0311331 | val_loss: 0.0311541 | Time: 2164.03 ms [2021-01-22 01:28:43 main:574] : INFO : Epoch 1993 | loss: 0.0311323 | val_loss: 0.0311482 | Time: 2174.79 ms [2021-01-22 01:28:46 main:574] : INFO : Epoch 1994 | loss: 0.0311391 | val_loss: 0.0311505 | Time: 2347.61 ms [2021-01-22 01:28:48 main:574] : INFO : Epoch 1995 | loss: 0.0311429 | val_loss: 0.0311556 | Time: 2318.41 ms [2021-01-22 01:28:50 main:574] : INFO : Epoch 1996 | loss: 0.0311446 | val_loss: 0.0311458 | Time: 2184.6 ms [2021-01-22 01:28:53 main:574] : INFO : Epoch 1997 | loss: 0.0311403 | val_loss: 0.0311483 | Time: 2321.11 ms [2021-01-22 01:28:55 main:574] : INFO : Epoch 1998 | loss: 0.0311381 | val_loss: 0.031147 | Time: 2246.95 ms [2021-01-22 01:28:57 main:574] : INFO : Epoch 1999 | loss: 0.0311356 | val_loss: 0.0311474 | Time: 2258.23 ms [2021-01-22 01:29:00 main:574] : INFO : Epoch 2000 | loss: 0.0311356 | val_loss: 0.0311513 | Time: 2266.42 ms [2021-01-22 01:29:02 main:574] : INFO : Epoch 2001 | loss: 0.0311394 | val_loss: 0.0311562 | Time: 2325.75 ms [2021-01-22 01:29:04 main:574] : INFO : Epoch 2002 | loss: 0.0311419 | val_loss: 0.031158 | Time: 2177.66 ms [2021-01-22 01:29:07 main:574] : INFO : Epoch 2003 | loss: 0.0311366 | val_loss: 0.0311466 | Time: 2354.03 ms [2021-01-22 01:29:09 main:574] : INFO : Epoch 2004 | loss: 0.0311338 | val_loss: 0.0311482 | Time: 2202.35 ms [2021-01-22 01:29:11 main:574] : INFO : Epoch 2005 | loss: 0.0311348 | val_loss: 0.0311528 | Time: 2156.75 ms [2021-01-22 01:29:13 main:574] : INFO : Epoch 2006 | loss: 0.0311376 | val_loss: 0.0311508 | Time: 2291.26 ms [2021-01-22 01:29:16 main:574] : INFO : Epoch 2007 | loss: 0.0311376 | val_loss: 0.031149 | Time: 2259.78 ms [2021-01-22 01:29:18 main:574] : INFO : Epoch 2008 | loss: 0.0311413 | val_loss: 0.0311475 | Time: 2255.89 ms [2021-01-22 01:29:20 main:574] : INFO : Epoch 2009 | loss: 0.0311413 | val_loss: 0.03115 | Time: 2259.96 ms [2021-01-22 01:29:23 main:574] : INFO : Epoch 2010 | loss: 0.0311389 | val_loss: 0.0311433 | Time: 2197.75 ms [2021-01-22 01:29:25 main:574] : INFO : Epoch 2011 | loss: 0.0311367 | val_loss: 0.0311445 | Time: 2269.79 ms [2021-01-22 01:29:27 main:574] : INFO : Epoch 2012 | loss: 0.0311374 | val_loss: 0.0311475 | Time: 2209.14 ms [2021-01-22 01:29:30 main:574] : INFO : Epoch 2013 | loss: 0.0311367 | val_loss: 0.031146 | Time: 2378.76 ms [2021-01-22 01:29:32 main:574] : INFO : Epoch 2014 | loss: 0.0311368 | val_loss: 0.031146 | Time: 2265.45 ms [2021-01-22 01:29:34 main:574] : INFO : Epoch 2015 | loss: 0.031136 | val_loss: 0.0311466 | Time: 2211.97 ms [2021-01-22 01:29:37 main:574] : INFO : Epoch 2016 | loss: 0.0311354 | val_loss: 0.0311468 | Time: 2249.65 ms [2021-01-22 01:29:39 main:574] : INFO : Epoch 2017 | loss: 0.031136 | val_loss: 0.0311496 | Time: 2121.02 ms [2021-01-22 01:29:41 main:574] : INFO : Epoch 2018 | loss: 0.0311402 | val_loss: 0.0311472 | Time: 2224.66 ms [2021-01-22 01:29:44 main:574] : INFO : Epoch 2019 | loss: 0.0311365 | val_loss: 0.0311472 | Time: 2368.55 ms [2021-01-22 01:29:46 main:574] : INFO : Epoch 2020 | loss: 0.0311362 | val_loss: 0.031147 | Time: 2293 ms [2021-01-22 01:29:48 main:574] : INFO : Epoch 2021 | loss: 0.0311341 | val_loss: 0.0311496 | Time: 2270.44 ms [2021-01-22 01:29:50 main:574] : INFO : Epoch 2022 | loss: 0.031134 | val_loss: 0.0311459 | Time: 2161.36 ms [2021-01-22 01:29:53 main:574] : INFO : Epoch 2023 | loss: 0.0311383 | val_loss: 0.0311591 | Time: 2300.21 ms [2021-01-22 01:29:55 main:574] : INFO : Epoch 2024 | loss: 0.0311417 | val_loss: 0.0311496 | Time: 2197.28 ms [2021-01-22 01:29:57 main:574] : INFO : Epoch 2025 | loss: 0.0311363 | val_loss: 0.0311535 | Time: 2228.39 ms [2021-01-22 01:30:00 main:574] : INFO : Epoch 2026 | loss: 0.0311345 | val_loss: 0.0311447 | Time: 2212.82 ms [2021-01-22 01:30:02 main:574] : INFO : Epoch 2027 | loss: 0.0311346 | val_loss: 0.0311655 | Time: 2317.45 ms [2021-01-22 01:30:04 main:574] : INFO : Epoch 2028 | loss: 0.0311422 | val_loss: 0.0311566 | Time: 2414.54 ms [2021-01-22 01:30:07 main:574] : INFO : Epoch 2029 | loss: 0.0311458 | val_loss: 0.03115 | Time: 2238.17 ms [2021-01-22 01:30:09 main:574] : INFO : Epoch 2030 | loss: 0.0311426 | val_loss: 0.0311539 | Time: 2305.4 ms [2021-01-22 01:30:11 main:574] : INFO : Epoch 2031 | loss: 0.0311432 | val_loss: 0.0311479 | Time: 2228.26 ms [2021-01-22 01:30:14 main:574] : INFO : Epoch 2032 | loss: 0.0311445 | val_loss: 0.0311531 | Time: 2236.59 ms [2021-01-22 01:30:16 main:574] : INFO : Epoch 2033 | loss: 0.0311369 | val_loss: 0.0311457 | Time: 2213.09 ms [2021-01-22 01:30:18 main:574] : INFO : Epoch 2034 | loss: 0.0311368 | val_loss: 0.0311459 | Time: 2344.74 ms [2021-01-22 01:30:21 main:574] : INFO : Epoch 2035 | loss: 0.031138 | val_loss: 0.0311449 | Time: 2207.21 ms [2021-01-22 01:30:23 main:574] : INFO : Epoch 2036 | loss: 0.0311349 | val_loss: 0.0311458 | Time: 2272 ms [2021-01-22 01:30:25 main:574] : INFO : Epoch 2037 | loss: 0.0311329 | val_loss: 0.0311472 | Time: 2275.48 ms [2021-01-22 01:30:28 main:574] : INFO : Epoch 2038 | loss: 0.0311395 | val_loss: 0.0311457 | Time: 2247.36 ms [2021-01-22 01:30:30 main:574] : INFO : Epoch 2039 | loss: 0.0311345 | val_loss: 0.0311433 | Time: 2227.54 ms [2021-01-22 01:30:32 main:574] : INFO : Epoch 2040 | loss: 0.0311335 | val_loss: 0.0311412 | Time: 2255.45 ms [2021-01-22 01:30:34 main:574] : INFO : Epoch 2041 | loss: 0.0311327 | val_loss: 0.031142 | Time: 2206.94 ms [2021-01-22 01:30:37 main:574] : INFO : Epoch 2042 | loss: 0.0311311 | val_loss: 0.0311421 | Time: 2242.05 ms [2021-01-22 01:30:39 main:574] : INFO : Epoch 2043 | loss: 0.0311315 | val_loss: 0.031143 | Time: 2292.16 ms [2021-01-22 01:30:41 main:574] : INFO : Epoch 2044 | loss: 0.0311313 | val_loss: 0.031142 | Time: 2234.9 ms [2021-01-22 01:30:44 main:574] : INFO : Epoch 2045 | loss: 0.0311298 | val_loss: 0.0311432 | Time: 2298.61 ms [2021-01-22 01:30:46 main:574] : INFO : Epoch 2046 | loss: 0.0311297 | val_loss: 0.0311422 | Time: 2421.8 ms [2021-01-22 01:30:48 main:574] : INFO : Epoch 2047 | loss: 0.0311312 | val_loss: 0.031146 | Time: 2257.09 ms [2021-01-22 01:30:51 main:574] : INFO : Epoch 2048 | loss: 0.0311307 | val_loss: 0.0311458 | Time: 2286.01 ms [2021-01-22 01:30:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311458 [2021-01-22 01:30:51 main:603] : INFO : Saving end state to config to file [2021-01-22 01:30:51 main:608] : INFO : Success, exiting.. 01:30:51 (6732): 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)