Task 8903947
| Name | ParityModified-1636179155-8586-1_0 |
| Workunit | 6367153 |
| Created | 12 Nov 2021, 18:53:39 UTC |
| Sent | 21 Nov 2021, 17:24:52 UTC |
| Report deadline | 28 Nov 2021, 17:24:52 UTC |
| Received | 21 Nov 2021, 18:46:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 21 min 41 sec |
| CPU time | 1 hours 19 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.05 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.69 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311304 | val_loss: 0.0311467 | Time: 2205.3 ms
[2021-11-21 19:22:36 main:574] : INFO : Epoch 1543 | loss: 0.0311305 | val_loss: 0.0311497 | Time: 2207.26 ms
[2021-11-21 19:22:39 main:574] : INFO : Epoch 1544 | loss: 0.0311317 | val_loss: 0.0311512 | Time: 2199.97 ms
[2021-11-21 19:22:41 main:574] : INFO : Epoch 1545 | loss: 0.0311364 | val_loss: 0.0311521 | Time: 2180.73 ms
[2021-11-21 19:22:43 main:574] : INFO : Epoch 1546 | loss: 0.0311304 | val_loss: 0.0311487 | Time: 2202.38 ms
[2021-11-21 19:22:45 main:574] : INFO : Epoch 1547 | loss: 0.0311298 | val_loss: 0.0311503 | Time: 2169.63 ms
[2021-11-21 19:22:47 main:574] : INFO : Epoch 1548 | loss: 0.0311265 | val_loss: 0.0311498 | Time: 2213.18 ms
[2021-11-21 19:22:50 main:574] : INFO : Epoch 1549 | loss: 0.0311331 | val_loss: 0.0311457 | Time: 2214.63 ms
[2021-11-21 19:22:52 main:574] : INFO : Epoch 1550 | loss: 0.0311306 | val_loss: 0.031147 | Time: 2199.8 ms
[2021-11-21 19:22:54 main:574] : INFO : Epoch 1551 | loss: 0.0311309 | val_loss: 0.0311572 | Time: 2193.66 ms
[2021-11-21 19:22:56 main:574] : INFO : Epoch 1552 | loss: 0.0311323 | val_loss: 0.0311513 | Time: 2174.15 ms
[2021-11-21 19:22:58 main:574] : INFO : Epoch 1553 | loss: 0.0311311 | val_loss: 0.031153 | Time: 2246.52 ms
[2021-11-21 19:23:01 main:574] : INFO : Epoch 1554 | loss: 0.0311302 | val_loss: 0.0311521 | Time: 2188.55 ms
[2021-11-21 19:23:03 main:574] : INFO : Epoch 1555 | loss: 0.0311312 | val_loss: 0.0311524 | Time: 2202.39 ms
[2021-11-21 19:23:05 main:574] : INFO : Epoch 1556 | loss: 0.0311313 | val_loss: 0.0311487 | Time: 2206.91 ms
[2021-11-21 19:23:07 main:574] : INFO : Epoch 1557 | loss: 0.0311274 | val_loss: 0.0311494 | Time: 2202.74 ms
[2021-11-21 19:23:09 main:574] : INFO : Epoch 1558 | loss: 0.03113 | val_loss: 0.0311479 | Time: 2203.92 ms
[2021-11-21 19:23:12 main:574] : INFO : Epoch 1559 | loss: 0.0311274 | val_loss: 0.0311492 | Time: 2208.24 ms
[2021-11-21 19:23:14 main:574] : INFO : Epoch 1560 | loss: 0.0311277 | val_loss: 0.0311432 | Time: 2195.96 ms
[2021-11-21 19:23:16 main:574] : INFO : Epoch 1561 | loss: 0.0311293 | val_loss: 0.0311452 | Time: 2187.34 ms
[2021-11-21 19:23:18 main:574] : INFO : Epoch 1562 | loss: 0.0311265 | val_loss: 0.0311452 | Time: 2225.95 ms
[2021-11-21 19:23:20 main:574] : INFO : Epoch 1563 | loss: 0.0311239 | val_loss: 0.0311496 | Time: 2247.56 ms
[2021-11-21 19:23:23 main:574] : INFO : Epoch 1564 | loss: 0.0311227 | val_loss: 0.0311498 | Time: 2308.94 ms
[2021-11-21 19:23:25 main:574] : INFO : Epoch 1565 | loss: 0.0311244 | val_loss: 0.031152 | Time: 2351.76 ms
[2021-11-21 19:23:27 main:574] : INFO : Epoch 1566 | loss: 0.0311235 | val_loss: 0.031147 | Time: 2238.14 ms
[2021-11-21 19:23:30 main:574] : INFO : Epoch 1567 | loss: 0.0311244 | val_loss: 0.0311471 | Time: 2233.51 ms
[2021-11-21 19:23:32 main:574] : INFO : Epoch 1568 | loss: 0.031126 | val_loss: 0.0311455 | Time: 2195.08 ms
[2021-11-21 19:23:34 main:574] : INFO : Epoch 1569 | loss: 0.0311301 | val_loss: 0.0311482 | Time: 2244.89 ms
[2021-11-21 19:23:36 main:574] : INFO : Epoch 1570 | loss: 0.0311259 | val_loss: 0.0311516 | Time: 2205.8 ms
[2021-11-21 19:23:38 main:574] : INFO : Epoch 1571 | loss: 0.0311265 | val_loss: 0.0311475 | Time: 2166.25 ms
[2021-11-21 19:23:41 main:574] : INFO : Epoch 1572 | loss: 0.0311285 | val_loss: 0.0311554 | Time: 2251.89 ms
[2021-11-21 19:23:43 main:574] : INFO : Epoch 1573 | loss: 0.0311265 | val_loss: 0.0311525 | Time: 2191.16 ms
[2021-11-21 19:23:45 main:574] : INFO : Epoch 1574 | loss: 0.031125 | val_loss: 0.0311469 | Time: 2200.94 ms
[2021-11-21 19:23:48 main:574] : INFO : Epoch 1575 | loss: 0.0311262 | val_loss: 0.0311473 | Time: 2391.95 ms
[2021-11-21 19:23:50 main:574] : INFO : Epoch 1576 | loss: 0.0311287 | val_loss: 0.0311525 | Time: 2205.54 ms
[2021-11-21 19:23:52 main:574] : INFO : Epoch 1577 | loss: 0.0311361 | val_loss: 0.0311486 | Time: 2187.64 ms
[2021-11-21 19:23:54 main:574] : INFO : Epoch 1578 | loss: 0.0311403 | val_loss: 0.0311482 | Time: 2191.92 ms
[2021-11-21 19:23:56 main:574] : INFO : Epoch 1579 | loss: 0.0311365 | val_loss: 0.0311508 | Time: 2180.36 ms
[2021-11-21 19:23:59 main:574] : INFO : Epoch 1580 | loss: 0.0311325 | val_loss: 0.031145 | Time: 2257.33 ms
[2021-11-21 19:24:01 main:574] : INFO : Epoch 1581 | loss: 0.031131 | val_loss: 0.0311501 | Time: 2229.38 ms
[2021-11-21 19:24:03 main:574] : INFO : Epoch 1582 | loss: 0.0311305 | val_loss: 0.0311463 | Time: 2201.3 ms
[2021-11-21 19:24:05 main:574] : INFO : Epoch 1583 | loss: 0.0311287 | val_loss: 0.0311525 | Time: 2198.06 ms
[2021-11-21 19:24:07 main:574] : INFO : Epoch 1584 | loss: 0.0311359 | val_loss: 0.0311561 | Time: 2279.03 ms
[2021-11-21 19:24:10 main:574] : INFO : Epoch 1585 | loss: 0.0311417 | val_loss: 0.0311532 | Time: 2471.32 ms
[2021-11-21 19:24:12 main:574] : INFO : Epoch 1586 | loss: 0.031138 | val_loss: 0.0311546 | Time: 2419.37 ms
[2021-11-21 19:24:15 main:574] : INFO : Epoch 1587 | loss: 0.0311343 | val_loss: 0.031155 | Time: 2224.94 ms
[2021-11-21 19:24:17 main:574] : INFO : Epoch 1588 | loss: 0.0311346 | val_loss: 0.0311536 | Time: 2303.7 ms
[2021-11-21 19:24:19 main:574] : INFO : Epoch 1589 | loss: 0.0311359 | val_loss: 0.0311546 | Time: 2288.03 ms
[2021-11-21 19:24:21 main:574] : INFO : Epoch 1590 | loss: 0.0311414 | val_loss: 0.0311533 | Time: 2214.61 ms
[2021-11-21 19:24:24 main:574] : INFO : Epoch 1591 | loss: 0.0311379 | val_loss: 0.0311522 | Time: 2278.04 ms
[2021-11-21 19:24:26 main:574] : INFO : Epoch 1592 | loss: 0.0311347 | val_loss: 0.0311535 | Time: 2256.28 ms
[2021-11-21 19:24:28 main:574] : INFO : Epoch 1593 | loss: 0.031133 | val_loss: 0.031158 | Time: 2383.4 ms
[2021-11-21 19:24:31 main:574] : INFO : Epoch 1594 | loss: 0.0311373 | val_loss: 0.0311621 | Time: 2384.55 ms
[2021-11-21 19:24:33 main:574] : INFO : Epoch 1595 | loss: 0.0311348 | val_loss: 0.0311536 | Time: 2224.07 ms
[2021-11-21 19:24:35 main:574] : INFO : Epoch 1596 | loss: 0.0311305 | val_loss: 0.0311506 | Time: 2213.17 ms
[2021-11-21 19:24:37 main:574] : INFO : Epoch 1597 | loss: 0.0311341 | val_loss: 0.0311538 | Time: 2237.02 ms
[2021-11-21 19:24:40 main:574] : INFO : Epoch 1598 | loss: 0.0311375 | val_loss: 0.0311585 | Time: 2252.27 ms
[2021-11-21 19:24:42 main:574] : INFO : Epoch 1599 | loss: 0.0311378 | val_loss: 0.0311585 | Time: 2253.96 ms
[2021-11-21 19:24:44 main:574] : INFO : Epoch 1600 | loss: 0.0311343 | val_loss: 0.0311581 | Time: 2365.29 ms
[2021-11-21 19:24:47 main:574] : INFO : Epoch 1601 | loss: 0.031133 | val_loss: 0.0311519 | Time: 2209.19 ms
[2021-11-21 19:24:49 main:574] : INFO : Epoch 1602 | loss: 0.0311307 | val_loss: 0.0311532 | Time: 2220.93 ms
[2021-11-21 19:24:51 main:574] : INFO : Epoch 1603 | loss: 0.0311287 | val_loss: 0.0311538 | Time: 2261.39 ms
[2021-11-21 19:24:53 main:574] : INFO : Epoch 1604 | loss: 0.0311326 | val_loss: 0.031155 | Time: 2340.29 ms
[2021-11-21 19:24:56 main:574] : INFO : Epoch 1605 | loss: 0.0311307 | val_loss: 0.0311518 | Time: 2252.88 ms
[2021-11-21 19:24:58 main:574] : INFO : Epoch 1606 | loss: 0.0311298 | val_loss: 0.0311528 | Time: 2440.47 ms
[2021-11-21 19:25:00 main:574] : INFO : Epoch 1607 | loss: 0.0311314 | val_loss: 0.0311553 | Time: 2271.99 ms
[2021-11-21 19:25:03 main:574] : INFO : Epoch 1608 | loss: 0.03113 | val_loss: 0.0311492 | Time: 2231.85 ms
[2021-11-21 19:25:05 main:574] : INFO : Epoch 1609 | loss: 0.0311281 | val_loss: 0.031149 | Time: 2403.21 ms
[2021-11-21 19:25:07 main:574] : INFO : Epoch 1610 | loss: 0.0311263 | val_loss: 0.0311508 | Time: 2283.28 ms
[2021-11-21 19:25:09 main:574] : INFO : Epoch 1611 | loss: 0.0311264 | val_loss: 0.0311519 | Time: 2184.55 ms
[2021-11-21 19:25:12 main:574] : INFO : Epoch 1612 | loss: 0.0311328 | val_loss: 0.0311618 | Time: 2219.8 ms
[2021-11-21 19:25:14 main:574] : INFO : Epoch 1613 | loss: 0.0311296 | val_loss: 0.0311597 | Time: 2241.6 ms
[2021-11-21 19:25:16 main:574] : INFO : Epoch 1614 | loss: 0.031126 | val_loss: 0.0311511 | Time: 2203.74 ms
[2021-11-21 19:25:18 main:574] : INFO : Epoch 1615 | loss: 0.0311245 | val_loss: 0.0311498 | Time: 2252.52 ms
[2021-11-21 19:25:21 main:574] : INFO : Epoch 1616 | loss: 0.0311241 | val_loss: 0.031152 | Time: 2184.9 ms
[2021-11-21 19:25:23 main:574] : INFO : Epoch 1617 | loss: 0.0311273 | val_loss: 0.0311518 | Time: 2199.93 ms
[2021-11-21 19:25:25 main:574] : INFO : Epoch 1618 | loss: 0.0311303 | val_loss: 0.0311488 | Time: 2221.3 ms
[2021-11-21 19:25:27 main:574] : INFO : Epoch 1619 | loss: 0.0311292 | val_loss: 0.0311512 | Time: 2227.88 ms
[2021-11-21 19:25:30 main:574] : INFO : Epoch 1620 | loss: 0.0311307 | val_loss: 0.031154 | Time: 2276.73 ms
[2021-11-21 19:25:32 main:574] : INFO : Epoch 1621 | loss: 0.0311286 | val_loss: 0.0311577 | Time: 2283.19 ms
[2021-11-21 19:25:34 main:574] : INFO : Epoch 1622 | loss: 0.0311251 | val_loss: 0.031154 | Time: 2240.75 ms
[2021-11-21 19:25:36 main:574] : INFO : Epoch 1623 | loss: 0.0311317 | val_loss: 0.031154 | Time: 2192.91 ms
[2021-11-21 19:25:39 main:574] : INFO : Epoch 1624 | loss: 0.0311288 | val_loss: 0.0311504 | Time: 2232.34 ms
[2021-11-21 19:25:41 main:574] : INFO : Epoch 1625 | loss: 0.031129 | val_loss: 0.0311484 | Time: 2268.62 ms
[2021-11-21 19:25:43 main:574] : INFO : Epoch 1626 | loss: 0.0311264 | val_loss: 0.0311509 | Time: 2198.65 ms
[2021-11-21 19:25:45 main:574] : INFO : Epoch 1627 | loss: 0.0311267 | val_loss: 0.0311549 | Time: 2274.77 ms
[2021-11-21 19:25:48 main:574] : INFO : Epoch 1628 | loss: 0.031128 | val_loss: 0.0311542 | Time: 2333.95 ms
[2021-11-21 19:25:50 main:574] : INFO : Epoch 1629 | loss: 0.0311288 | val_loss: 0.0311542 | Time: 2302.1 ms
[2021-11-21 19:25:52 main:574] : INFO : Epoch 1630 | loss: 0.03113 | val_loss: 0.0311587 | Time: 2164.28 ms
[2021-11-21 19:25:54 main:574] : INFO : Epoch 1631 | loss: 0.0311264 | val_loss: 0.0311541 | Time: 2194.4 ms
[2021-11-21 19:25:57 main:574] : INFO : Epoch 1632 | loss: 0.0311302 | val_loss: 0.0311715 | Time: 2433.22 ms
[2021-11-21 19:25:59 main:574] : INFO : Epoch 1633 | loss: 0.0311295 | val_loss: 0.0311528 | Time: 2481.07 ms
[2021-11-21 19:26:02 main:574] : INFO : Epoch 1634 | loss: 0.0311239 | val_loss: 0.0311523 | Time: 2424.97 ms
[2021-11-21 19:26:04 main:574] : INFO : Epoch 1635 | loss: 0.0311226 | val_loss: 0.0311531 | Time: 2263.47 ms
[2021-11-21 19:26:06 main:574] : INFO : Epoch 1636 | loss: 0.0311223 | val_loss: 0.0311513 | Time: 2278.67 ms
[2021-11-21 19:26:09 main:574] : INFO : Epoch 1637 | loss: 0.0311218 | val_loss: 0.0311481 | Time: 2332.41 ms
[2021-11-21 19:26:11 main:574] : INFO : Epoch 1638 | loss: 0.03112 | val_loss: 0.0311485 | Time: 2387.21 ms
[2021-11-21 19:26:13 main:574] : INFO : Epoch 1639 | loss: 0.031123 | val_loss: 0.0311502 | Time: 2307.2 ms
[2021-11-21 19:26:18 main:574] : INFO : Epoch 1640 | loss: 0.0311246 | val_loss: 0.0311495 | Time: 2250.57 ms
[2021-11-21 19:26:20 main:574] : INFO : Epoch 1641 | loss: 0.0311235 | val_loss: 0.0311524 | Time: 2296.15 ms
[2021-11-21 19:26:22 main:574] : INFO : Epoch 1642 | loss: 0.0311318 | val_loss: 0.0311551 | Time: 2325.33 ms
[2021-11-21 19:26:24 main:574] : INFO : Epoch 1643 | loss: 0.0311599 | val_loss: 0.0311885 | Time: 2272.9 ms
[2021-11-21 19:26:28 main:574] : INFO : Epoch 1644 | loss: 0.0311694 | val_loss: 0.0311771 | Time: 2268.28 ms
[2021-11-21 19:26:30 main:574] : INFO : Epoch 1645 | loss: 0.0311736 | val_loss: 0.0311806 | Time: 2325.25 ms
[2021-11-21 19:26:32 main:574] : INFO : Epoch 1646 | loss: 0.0311721 | val_loss: 0.031175 | Time: 2216.66 ms
[2021-11-21 19:26:34 main:574] : INFO : Epoch 1647 | loss: 0.0311678 | val_loss: 0.0311772 | Time: 2220.87 ms
[2021-11-21 19:26:37 main:574] : INFO : Epoch 1648 | loss: 0.0311579 | val_loss: 0.0311684 | Time: 2227.92 ms
[2021-11-21 19:26:39 main:574] : INFO : Epoch 1649 | loss: 0.0311498 | val_loss: 0.0311669 | Time: 2218.73 ms
[2021-11-21 19:26:41 main:574] : INFO : Epoch 1650 | loss: 0.0311492 | val_loss: 0.0311621 | Time: 2279.08 ms
[2021-11-21 19:26:44 main:574] : INFO : Epoch 1651 | loss: 0.0311406 | val_loss: 0.0311591 | Time: 2376.94 ms
[2021-11-21 19:26:46 main:574] : INFO : Epoch 1652 | loss: 0.0311378 | val_loss: 0.0311593 | Time: 2472.26 ms
[2021-11-21 19:26:49 main:574] : INFO : Epoch 1653 | loss: 0.0311373 | val_loss: 0.0311606 | Time: 2583.57 ms
[2021-11-21 19:26:51 main:574] : INFO : Epoch 1654 | loss: 0.0311359 | val_loss: 0.0311586 | Time: 2616.17 ms
[2021-11-21 19:26:54 main:574] : INFO : Epoch 1655 | loss: 0.0311379 | val_loss: 0.0311572 | Time: 2583.38 ms
[2021-11-21 19:26:57 main:574] : INFO : Epoch 1656 | loss: 0.0311344 | val_loss: 0.0311574 | Time: 2641.36 ms
[2021-11-21 19:26:59 main:574] : INFO : Epoch 1657 | loss: 0.0311381 | val_loss: 0.0311604 | Time: 2590.23 ms
[2021-11-21 19:27:02 main:574] : INFO : Epoch 1658 | loss: 0.0311375 | val_loss: 0.0311567 | Time: 2785.96 ms
[2021-11-21 19:27:05 main:574] : INFO : Epoch 1659 | loss: 0.0311378 | val_loss: 0.0311555 | Time: 2320.87 ms
[2021-11-21 19:27:08 main:574] : INFO : Epoch 1660 | loss: 0.0311397 | val_loss: 0.0311578 | Time: 2476.6 ms
[2021-11-21 19:27:10 main:574] : INFO : Epoch 1661 | loss: 0.0311379 | val_loss: 0.031151 | Time: 2213.21 ms
[2021-11-21 19:27:12 main:574] : INFO : Epoch 1662 | loss: 0.0311364 | val_loss: 0.0311527 | Time: 2243.98 ms
[2021-11-21 19:27:14 main:574] : INFO : Epoch 1663 | loss: 0.0311399 | val_loss: 0.0311562 | Time: 2232.68 ms
[2021-11-21 19:27:17 main:574] : INFO : Epoch 1664 | loss: 0.0311368 | val_loss: 0.031155 | Time: 2234.97 ms
[2021-11-21 19:27:19 main:574] : INFO : Epoch 1665 | loss: 0.031137 | val_loss: 0.0311516 | Time: 2415.61 ms
[2021-11-21 19:27:21 main:574] : INFO : Epoch 1666 | loss: 0.0311372 | val_loss: 0.0311548 | Time: 2355.91 ms
[2021-11-21 19:27:24 main:574] : INFO : Epoch 1667 | loss: 0.0311325 | val_loss: 0.0311535 | Time: 2430.59 ms
[2021-11-21 19:27:26 main:574] : INFO : Epoch 1668 | loss: 0.0311351 | val_loss: 0.0311545 | Time: 2239.39 ms
[2021-11-21 19:27:29 main:574] : INFO : Epoch 1669 | loss: 0.0311337 | val_loss: 0.0311528 | Time: 2498.74 ms
[2021-11-21 19:27:31 main:574] : INFO : Epoch 1670 | loss: 0.0311384 | val_loss: 0.0311614 | Time: 2347.3 ms
[2021-11-21 19:27:33 main:574] : INFO : Epoch 1671 | loss: 0.0311402 | val_loss: 0.0311476 | Time: 2364.45 ms
[2021-11-21 19:27:36 main:574] : INFO : Epoch 1672 | loss: 0.031132 | val_loss: 0.0311491 | Time: 2434.61 ms
[2021-11-21 19:27:40 main:574] : INFO : Epoch 1673 | loss: 0.0311303 | val_loss: 0.0311465 | Time: 2358.97 ms
[2021-11-21 19:27:42 main:574] : INFO : Epoch 1674 | loss: 0.0311286 | val_loss: 0.0311502 | Time: 2330.38 ms
[2021-11-21 19:27:45 main:574] : INFO : Epoch 1675 | loss: 0.0311309 | val_loss: 0.0311498 | Time: 2367.92 ms
[2021-11-21 19:27:47 main:574] : INFO : Epoch 1676 | loss: 0.031127 | val_loss: 0.0311495 | Time: 2353.11 ms
[2021-11-21 19:27:50 main:574] : INFO : Epoch 1677 | loss: 0.0311273 | val_loss: 0.0311447 | Time: 2465.42 ms
[2021-11-21 19:27:52 main:574] : INFO : Epoch 1678 | loss: 0.0311307 | val_loss: 0.0311499 | Time: 2273.52 ms
[2021-11-21 19:27:54 main:574] : INFO : Epoch 1679 | loss: 0.0311312 | val_loss: 0.0311478 | Time: 2287.64 ms
[2021-11-21 19:27:57 main:574] : INFO : Epoch 1680 | loss: 0.0311307 | val_loss: 0.0311536 | Time: 2351.16 ms
[2021-11-21 19:27:59 main:574] : INFO : Epoch 1681 | loss: 0.031134 | val_loss: 0.0311475 | Time: 2349.59 ms
[2021-11-21 19:28:01 main:574] : INFO : Epoch 1682 | loss: 0.0311341 | val_loss: 0.0311539 | Time: 2246.9 ms
[2021-11-21 19:28:04 main:574] : INFO : Epoch 1683 | loss: 0.0311391 | val_loss: 0.0311509 | Time: 2399.48 ms
[2021-11-21 19:28:06 main:574] : INFO : Epoch 1684 | loss: 0.0311455 | val_loss: 0.0311535 | Time: 2235.63 ms
[2021-11-21 19:28:08 main:574] : INFO : Epoch 1685 | loss: 0.0311441 | val_loss: 0.0311524 | Time: 2530.94 ms
[2021-11-21 19:28:11 main:574] : INFO : Epoch 1686 | loss: 0.0311411 | val_loss: 0.0311589 | Time: 2567.22 ms
[2021-11-21 19:28:13 main:574] : INFO : Epoch 1687 | loss: 0.0311428 | val_loss: 0.0311586 | Time: 2260.48 ms
[2021-11-21 19:28:17 main:574] : INFO : Epoch 1688 | loss: 0.0311452 | val_loss: 0.0311524 | Time: 2926.8 ms
[2021-11-21 19:28:19 main:574] : INFO : Epoch 1689 | loss: 0.0311406 | val_loss: 0.0311509 | Time: 2692.51 ms
[2021-11-21 19:28:22 main:574] : INFO : Epoch 1690 | loss: 0.0311371 | val_loss: 0.0311523 | Time: 2535.71 ms
[2021-11-21 19:28:24 main:574] : INFO : Epoch 1691 | loss: 0.0311426 | val_loss: 0.031159 | Time: 2415.56 ms
[2021-11-21 19:28:27 main:574] : INFO : Epoch 1692 | loss: 0.0311427 | val_loss: 0.0311571 | Time: 2333.32 ms
[2021-11-21 19:28:29 main:574] : INFO : Epoch 1693 | loss: 0.0311377 | val_loss: 0.0311568 | Time: 2282.82 ms
[2021-11-21 19:28:32 main:574] : INFO : Epoch 1694 | loss: 0.0311354 | val_loss: 0.0311608 | Time: 2324.25 ms
[2021-11-21 19:28:35 main:574] : INFO : Epoch 1695 | loss: 0.0311421 | val_loss: 0.0311522 | Time: 2306.47 ms
[2021-11-21 19:28:37 main:574] : INFO : Epoch 1696 | loss: 0.0311408 | val_loss: 0.0311527 | Time: 2539.57 ms
[2021-11-21 19:28:39 main:574] : INFO : Epoch 1697 | loss: 0.0311401 | val_loss: 0.0311542 | Time: 2334.96 ms
[2021-11-21 19:28:42 main:574] : INFO : Epoch 1698 | loss: 0.0311466 | val_loss: 0.0311559 | Time: 2329.15 ms
[2021-11-21 19:28:44 main:574] : INFO : Epoch 1699 | loss: 0.0311392 | val_loss: 0.0311498 | Time: 2287.27 ms
[2021-11-21 19:28:47 main:574] : INFO : Epoch 1700 | loss: 0.0311336 | val_loss: 0.0311498 | Time: 2605.56 ms
[2021-11-21 19:28:49 main:574] : INFO : Epoch 1701 | loss: 0.0311336 | val_loss: 0.0311629 | Time: 2459.83 ms
[2021-11-21 19:28:52 main:574] : INFO : Epoch 1702 | loss: 0.0311381 | val_loss: 0.031167 | Time: 2384.06 ms
[2021-11-21 19:28:54 main:574] : INFO : Epoch 1703 | loss: 0.0311406 | val_loss: 0.0311496 | Time: 2898.7 ms
[2021-11-21 19:28:57 main:574] : INFO : Epoch 1704 | loss: 0.0311358 | val_loss: 0.0311502 | Time: 2514.73 ms
[2021-11-21 19:29:00 main:574] : INFO : Epoch 1705 | loss: 0.0311331 | val_loss: 0.0311528 | Time: 2610.72 ms
[2021-11-21 19:29:02 main:574] : INFO : Epoch 1706 | loss: 0.0311323 | val_loss: 0.0311586 | Time: 2565.85 ms
[2021-11-21 19:29:05 main:574] : INFO : Epoch 1707 | loss: 0.0311339 | val_loss: 0.0311587 | Time: 2495.38 ms
[2021-11-21 19:29:07 main:574] : INFO : Epoch 1708 | loss: 0.0311333 | val_loss: 0.0311501 | Time: 2599.55 ms
[2021-11-21 19:29:10 main:574] : INFO : Epoch 1709 | loss: 0.0311332 | val_loss: 0.0311512 | Time: 2460.39 ms
[2021-11-21 19:29:12 main:574] : INFO : Epoch 1710 | loss: 0.0311341 | val_loss: 0.0311535 | Time: 2534.65 ms
[2021-11-21 19:29:15 main:574] : INFO : Epoch 1711 | loss: 0.031133 | val_loss: 0.0311524 | Time: 2409.95 ms
[2021-11-21 19:29:17 main:574] : INFO : Epoch 1712 | loss: 0.0311333 | val_loss: 0.0311574 | Time: 2497.1 ms
[2021-11-21 19:29:20 main:574] : INFO : Epoch 1713 | loss: 0.0311334 | val_loss: 0.0311488 | Time: 2500.9 ms
[2021-11-21 19:29:22 main:574] : INFO : Epoch 1714 | loss: 0.0311286 | val_loss: 0.0311501 | Time: 2470.78 ms
[2021-11-21 19:29:25 main:574] : INFO : Epoch 1715 | loss: 0.0311278 | val_loss: 0.0311525 | Time: 2408.81 ms
[2021-11-21 19:29:27 main:574] : INFO : Epoch 1716 | loss: 0.0311276 | val_loss: 0.0311518 | Time: 2412.29 ms
[2021-11-21 19:29:30 main:574] : INFO : Epoch 1717 | loss: 0.0311263 | val_loss: 0.0311494 | Time: 2528.64 ms
[2021-11-21 19:29:32 main:574] : INFO : Epoch 1718 | loss: 0.0311263 | val_loss: 0.0311557 | Time: 2457.12 ms
[2021-11-21 19:29:35 main:574] : INFO : Epoch 1719 | loss: 0.0311258 | val_loss: 0.0311506 | Time: 2498.53 ms
[2021-11-21 19:29:37 main:574] : INFO : Epoch 1720 | loss: 0.031123 | val_loss: 0.0311509 | Time: 2457.22 ms
[2021-11-21 19:29:39 main:574] : INFO : Epoch 1721 | loss: 0.0311239 | val_loss: 0.0311503 | Time: 2449.23 ms
[2021-11-21 19:29:42 main:574] : INFO : Epoch 1722 | loss: 0.0311423 | val_loss: 0.0311529 | Time: 2434.26 ms
[2021-11-21 19:29:44 main:574] : INFO : Epoch 1723 | loss: 0.0311443 | val_loss: 0.0311499 | Time: 2491.86 ms
[2021-11-21 19:29:47 main:574] : INFO : Epoch 1724 | loss: 0.0311382 | val_loss: 0.0311489 | Time: 2552.53 ms
[2021-11-21 19:29:49 main:574] : INFO : Epoch 1725 | loss: 0.0311346 | val_loss: 0.0311499 | Time: 2498.67 ms
[2021-11-21 19:29:52 main:574] : INFO : Epoch 1726 | loss: 0.0311308 | val_loss: 0.0311473 | Time: 2563.68 ms
[2021-11-21 19:29:54 main:574] : INFO : Epoch 1727 | loss: 0.0311307 | val_loss: 0.0311511 | Time: 2314.64 ms
[2021-11-21 19:29:57 main:574] : INFO : Epoch 1728 | loss: 0.0311306 | val_loss: 0.0311497 | Time: 2266.72 ms
[2021-11-21 19:29:59 main:574] : INFO : Epoch 1729 | loss: 0.0311278 | val_loss: 0.0311508 | Time: 2454.46 ms
[2021-11-21 19:30:02 main:574] : INFO : Epoch 1730 | loss: 0.0311293 | val_loss: 0.0311537 | Time: 2425 ms
[2021-11-21 19:30:04 main:574] : INFO : Epoch 1731 | loss: 0.0311315 | val_loss: 0.0311491 | Time: 2579.55 ms
[2021-11-21 19:30:09 main:574] : INFO : Epoch 1732 | loss: 0.031131 | val_loss: 0.0311498 | Time: 4438.34 ms
[2021-11-21 19:30:14 main:574] : INFO : Epoch 1733 | loss: 0.0311337 | val_loss: 0.031149 | Time: 5758.51 ms
[2021-11-21 19:30:21 main:574] : INFO : Epoch 1734 | loss: 0.0311284 | val_loss: 0.0311482 | Time: 6071.46 ms
[2021-11-21 19:30:27 main:574] : INFO : Epoch 1735 | loss: 0.0311284 | val_loss: 0.0311495 | Time: 6470.86 ms
[2021-11-21 19:30:35 main:574] : INFO : Epoch 1736 | loss: 0.0311252 | val_loss: 0.0311468 | Time: 7519.18 ms
[2021-11-21 19:30:43 main:574] : INFO : Epoch 1737 | loss: 0.0311257 | val_loss: 0.0311537 | Time: 7847.55 ms
[2021-11-21 19:30:50 main:574] : INFO : Epoch 1738 | loss: 0.0311274 | val_loss: 0.0311536 | Time: 7800.08 ms
[2021-11-21 19:30:58 main:574] : INFO : Epoch 1739 | loss: 0.0311286 | val_loss: 0.0311529 | Time: 7502.99 ms
[2021-11-21 19:31:06 main:574] : INFO : Epoch 1740 | loss: 0.0311483 | val_loss: 0.0311669 | Time: 7772.21 ms
[2021-11-21 19:31:11 main:574] : INFO : Epoch 1741 | loss: 0.0311469 | val_loss: 0.0311524 | Time: 5517.27 ms
[2021-11-21 19:31:17 main:574] : INFO : Epoch 1742 | loss: 0.0311415 | val_loss: 0.0311502 | Time: 5502.32 ms
[2021-11-21 19:31:23 main:574] : INFO : Epoch 1743 | loss: 0.0311339 | val_loss: 0.031151 | Time: 6194.31 ms
[2021-11-21 19:31:28 main:574] : INFO : Epoch 1744 | loss: 0.0311311 | val_loss: 0.0311488 | Time: 4730.43 ms
[2021-11-21 19:31:33 main:574] : INFO : Epoch 1745 | loss: 0.0311337 | val_loss: 0.0311493 | Time: 4786.98 ms
[2021-11-21 19:31:38 main:574] : INFO : Epoch 1746 | loss: 0.0311314 | val_loss: 0.0311525 | Time: 4774.22 ms
[2021-11-21 19:31:42 main:574] : INFO : Epoch 1747 | loss: 0.0311294 | val_loss: 0.031157 | Time: 4345.71 ms
[2021-11-21 19:31:45 main:574] : INFO : Epoch 1748 | loss: 0.0311316 | val_loss: 0.0311636 | Time: 2618.71 ms
[2021-11-21 19:31:47 main:574] : INFO : Epoch 1749 | loss: 0.0311309 | val_loss: 0.0311503 | Time: 2375.06 ms
[2021-11-21 19:31:50 main:574] : INFO : Epoch 1750 | loss: 0.0311302 | val_loss: 0.031152 | Time: 2298.78 ms
[2021-11-21 19:31:52 main:574] : INFO : Epoch 1751 | loss: 0.0311362 | val_loss: 0.031152 | Time: 2406.5 ms
[2021-11-21 19:31:54 main:574] : INFO : Epoch 1752 | loss: 0.0311334 | val_loss: 0.0311607 | Time: 2305.9 ms
[2021-11-21 19:31:57 main:574] : INFO : Epoch 1753 | loss: 0.0311328 | val_loss: 0.0311516 | Time: 2309.8 ms
[2021-11-21 19:31:59 main:574] : INFO : Epoch 1754 | loss: 0.0311305 | val_loss: 0.0311625 | Time: 2398.45 ms
[2021-11-21 19:32:02 main:574] : INFO : Epoch 1755 | loss: 0.0311326 | val_loss: 0.0311568 | Time: 2521.16 ms
[2021-11-21 19:32:04 main:574] : INFO : Epoch 1756 | loss: 0.0311381 | val_loss: 0.0311554 | Time: 2449.88 ms
[2021-11-21 19:32:06 main:574] : INFO : Epoch 1757 | loss: 0.0311436 | val_loss: 0.0311791 | Time: 2424.57 ms
[2021-11-21 19:32:09 main:574] : INFO : Epoch 1758 | loss: 0.0311351 | val_loss: 0.0311633 | Time: 2484 ms
[2021-11-21 19:32:11 main:574] : INFO : Epoch 1759 | loss: 0.0311295 | val_loss: 0.0311569 | Time: 2409.84 ms
[2021-11-21 19:32:14 main:574] : INFO : Epoch 1760 | loss: 0.0311301 | val_loss: 0.0311531 | Time: 2535.49 ms
[2021-11-21 19:32:16 main:574] : INFO : Epoch 1761 | loss: 0.0311274 | val_loss: 0.0311533 | Time: 2440.49 ms
[2021-11-21 19:32:19 main:574] : INFO : Epoch 1762 | loss: 0.0311293 | val_loss: 0.0311533 | Time: 2437.66 ms
[2021-11-21 19:32:21 main:574] : INFO : Epoch 1763 | loss: 0.0311255 | val_loss: 0.0311464 | Time: 2485.62 ms
[2021-11-21 19:32:24 main:574] : INFO : Epoch 1764 | loss: 0.0311255 | val_loss: 0.0311495 | Time: 2527.11 ms
[2021-11-21 19:32:26 main:574] : INFO : Epoch 1765 | loss: 0.0311263 | val_loss: 0.03115 | Time: 2404.76 ms
[2021-11-21 19:32:30 main:574] : INFO : Epoch 1766 | loss: 0.0311306 | val_loss: 0.0311572 | Time: 2597.51 ms
[2021-11-21 19:32:32 main:574] : INFO : Epoch 1767 | loss: 0.0311324 | val_loss: 0.0311545 | Time: 2498.63 ms
[2021-11-21 19:32:35 main:574] : INFO : Epoch 1768 | loss: 0.031153 | val_loss: 0.031166 | Time: 2294.64 ms
[2021-11-21 19:32:38 main:574] : INFO : Epoch 1769 | loss: 0.0311588 | val_loss: 0.0311632 | Time: 2770.78 ms
[2021-11-21 19:32:41 main:574] : INFO : Epoch 1770 | loss: 0.0311546 | val_loss: 0.0311618 | Time: 2470.31 ms
[2021-11-21 19:32:43 main:574] : INFO : Epoch 1771 | loss: 0.0311583 | val_loss: 0.0311733 | Time: 2456.04 ms
[2021-11-21 19:32:46 main:574] : INFO : Epoch 1772 | loss: 0.0311673 | val_loss: 0.0311676 | Time: 2474.74 ms
[2021-11-21 19:32:49 main:574] : INFO : Epoch 1773 | loss: 0.0311601 | val_loss: 0.0311601 | Time: 2353.57 ms
[2021-11-21 19:32:51 main:574] : INFO : Epoch 1774 | loss: 0.0311534 | val_loss: 0.031161 | Time: 2359.54 ms
[2021-11-21 19:32:53 main:574] : INFO : Epoch 1775 | loss: 0.0311519 | val_loss: 0.0311604 | Time: 2400.65 ms
[2021-11-21 19:32:56 main:574] : INFO : Epoch 1776 | loss: 0.0311495 | val_loss: 0.0311604 | Time: 2416.81 ms
[2021-11-21 19:32:58 main:574] : INFO : Epoch 1777 | loss: 0.031146 | val_loss: 0.0311606 | Time: 2503.14 ms
[2021-11-21 19:33:01 main:574] : INFO : Epoch 1778 | loss: 0.0311475 | val_loss: 0.0311591 | Time: 2519.28 ms
[2021-11-21 19:33:03 main:574] : INFO : Epoch 1779 | loss: 0.0311549 | val_loss: 0.0311657 | Time: 2401.94 ms
[2021-11-21 19:33:06 main:574] : INFO : Epoch 1780 | loss: 0.0311665 | val_loss: 0.0311645 | Time: 2371.47 ms
[2021-11-21 19:33:09 main:574] : INFO : Epoch 1781 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 2448.58 ms
[2021-11-21 19:33:11 main:574] : INFO : Epoch 1782 | loss: 0.0311654 | val_loss: 0.0311616 | Time: 2471.92 ms
[2021-11-21 19:33:14 main:574] : INFO : Epoch 1783 | loss: 0.0311586 | val_loss: 0.0311628 | Time: 2429.94 ms
[2021-11-21 19:33:16 main:574] : INFO : Epoch 1784 | loss: 0.0311586 | val_loss: 0.0311624 | Time: 2373.8 ms
[2021-11-21 19:33:18 main:574] : INFO : Epoch 1785 | loss: 0.0311567 | val_loss: 0.0311629 | Time: 2412.68 ms
[2021-11-21 19:33:21 main:574] : INFO : Epoch 1786 | loss: 0.0311555 | val_loss: 0.0311591 | Time: 2440.2 ms
[2021-11-21 19:33:23 main:574] : INFO : Epoch 1787 | loss: 0.0311523 | val_loss: 0.0311593 | Time: 2407.57 ms
[2021-11-21 19:33:26 main:574] : INFO : Epoch 1788 | loss: 0.03115 | val_loss: 0.0311595 | Time: 2400.06 ms
[2021-11-21 19:33:28 main:574] : INFO : Epoch 1789 | loss: 0.0311508 | val_loss: 0.0311575 | Time: 2488.22 ms
[2021-11-21 19:33:31 main:574] : INFO : Epoch 1790 | loss: 0.0311481 | val_loss: 0.0311578 | Time: 2444.07 ms
[2021-11-21 19:33:33 main:574] : INFO : Epoch 1791 | loss: 0.0311479 | val_loss: 0.0311625 | Time: 2403.67 ms
[2021-11-21 19:33:35 main:574] : INFO : Epoch 1792 | loss: 0.0311508 | val_loss: 0.0311649 | Time: 2488.88 ms
[2021-11-21 19:33:38 main:574] : INFO : Epoch 1793 | loss: 0.0311527 | val_loss: 0.0311567 | Time: 2611.5 ms
[2021-11-21 19:33:41 main:574] : INFO : Epoch 1794 | loss: 0.0311466 | val_loss: 0.0311598 | Time: 2541.21 ms
[2021-11-21 19:33:43 main:574] : INFO : Epoch 1795 | loss: 0.0311456 | val_loss: 0.0311573 | Time: 2528.3 ms
[2021-11-21 19:33:46 main:574] : INFO : Epoch 1796 | loss: 0.0311437 | val_loss: 0.0311563 | Time: 2655.3 ms
[2021-11-21 19:33:48 main:574] : INFO : Epoch 1797 | loss: 0.0311439 | val_loss: 0.0311677 | Time: 2503.56 ms
[2021-11-21 19:33:51 main:574] : INFO : Epoch 1798 | loss: 0.0311441 | val_loss: 0.0311582 | Time: 2544.17 ms
[2021-11-21 19:33:53 main:574] : INFO : Epoch 1799 | loss: 0.0311426 | val_loss: 0.0311593 | Time: 2522.2 ms
[2021-11-21 19:33:56 main:574] : INFO : Epoch 1800 | loss: 0.0311412 | val_loss: 0.0311555 | Time: 2560.2 ms
[2021-11-21 19:33:59 main:574] : INFO : Epoch 1801 | loss: 0.0311435 | val_loss: 0.0311563 | Time: 2600.55 ms
[2021-11-21 19:34:01 main:574] : INFO : Epoch 1802 | loss: 0.0311436 | val_loss: 0.0311544 | Time: 2533.53 ms
[2021-11-21 19:34:04 main:574] : INFO : Epoch 1803 | loss: 0.0311434 | val_loss: 0.0311636 | Time: 2459.41 ms
[2021-11-21 19:34:07 main:574] : INFO : Epoch 1804 | loss: 0.0311441 | val_loss: 0.0311578 | Time: 3423.57 ms
[2021-11-21 19:34:12 main:574] : INFO : Epoch 1805 | loss: 0.0311402 | val_loss: 0.0311578 | Time: 4885.4 ms
[2021-11-21 19:34:17 main:574] : INFO : Epoch 1806 | loss: 0.0311401 | val_loss: 0.0311566 | Time: 4923.76 ms
[2021-11-21 19:34:22 main:574] : INFO : Epoch 1807 | loss: 0.0311411 | val_loss: 0.031159 | Time: 4940.52 ms
[2021-11-21 19:34:27 main:574] : INFO : Epoch 1808 | loss: 0.0311418 | val_loss: 0.031156 | Time: 4973.27 ms
[2021-11-21 19:34:32 main:574] : INFO : Epoch 1809 | loss: 0.0311388 | val_loss: 0.0311626 | Time: 4875.19 ms
[2021-11-21 19:34:37 main:574] : INFO : Epoch 1810 | loss: 0.0311395 | val_loss: 0.0311547 | Time: 4946.41 ms
[2021-11-21 19:34:42 main:574] : INFO : Epoch 1811 | loss: 0.0311387 | val_loss: 0.0311531 | Time: 5064.84 ms
[2021-11-21 19:34:47 main:574] : INFO : Epoch 1812 | loss: 0.0311392 | val_loss: 0.0311576 | Time: 4830.36 ms
[2021-11-21 19:34:52 main:574] : INFO : Epoch 1813 | loss: 0.0311373 | val_loss: 0.0311556 | Time: 4962.37 ms
[2021-11-21 19:34:57 main:574] : INFO : Epoch 1814 | loss: 0.0311398 | val_loss: 0.0311567 | Time: 5007.9 ms
[2021-11-21 19:35:02 main:574] : INFO : Epoch 1815 | loss: 0.031141 | val_loss: 0.0311563 | Time: 4898.46 ms
[2021-11-21 19:35:07 main:574] : INFO : Epoch 1816 | loss: 0.0311386 | val_loss: 0.031156 | Time: 4880.49 ms
[2021-11-21 19:35:12 main:574] : INFO : Epoch 1817 | loss: 0.0311392 | val_loss: 0.0311542 | Time: 4995.15 ms
[2021-11-21 19:35:17 main:574] : INFO : Epoch 1818 | loss: 0.0311357 | val_loss: 0.0311562 | Time: 4814.47 ms
[2021-11-21 19:35:22 main:574] : INFO : Epoch 1819 | loss: 0.0311343 | val_loss: 0.0311545 | Time: 4924.04 ms
[2021-11-21 19:35:27 main:574] : INFO : Epoch 1820 | loss: 0.0311326 | val_loss: 0.0311578 | Time: 4927.06 ms
[2021-11-21 19:35:32 main:574] : INFO : Epoch 1821 | loss: 0.0311299 | val_loss: 0.0311573 | Time: 4977.94 ms
[2021-11-21 19:35:37 main:574] : INFO : Epoch 1822 | loss: 0.0311308 | val_loss: 0.0311594 | Time: 4936.09 ms
[2021-11-21 19:35:42 main:574] : INFO : Epoch 1823 | loss: 0.0311347 | val_loss: 0.0311552 | Time: 4934.61 ms
[2021-11-21 19:35:47 main:574] : INFO : Epoch 1824 | loss: 0.0311339 | val_loss: 0.0311549 | Time: 4895.2 ms
[2021-11-21 19:35:52 main:574] : INFO : Epoch 1825 | loss: 0.0311341 | val_loss: 0.0311566 | Time: 4870.04 ms
[2021-11-21 19:35:57 main:574] : INFO : Epoch 1826 | loss: 0.0311336 | val_loss: 0.0311599 | Time: 4763.52 ms
[2021-11-21 19:36:02 main:574] : INFO : Epoch 1827 | loss: 0.031132 | val_loss: 0.0311539 | Time: 5135.72 ms
[2021-11-21 19:36:07 main:574] : INFO : Epoch 1828 | loss: 0.0311303 | val_loss: 0.0311561 | Time: 4932.6 ms
[2021-11-21 19:36:12 main:574] : INFO : Epoch 1829 | loss: 0.0311316 | val_loss: 0.0311556 | Time: 4823.55 ms
[2021-11-21 19:36:17 main:574] : INFO : Epoch 1830 | loss: 0.0311326 | val_loss: 0.0311644 | Time: 4823.3 ms
[2021-11-21 19:36:22 main:574] : INFO : Epoch 1831 | loss: 0.0311355 | val_loss: 0.0311571 | Time: 5337.21 ms
[2021-11-21 19:36:27 main:574] : INFO : Epoch 1832 | loss: 0.0311317 | val_loss: 0.0311603 | Time: 4958.62 ms
[2021-11-21 19:36:30 main:574] : INFO : Epoch 1833 | loss: 0.0311389 | val_loss: 0.0311566 | Time: 2537.21 ms
[2021-11-21 19:36:32 main:574] : INFO : Epoch 1834 | loss: 0.031134 | val_loss: 0.0311546 | Time: 2613.45 ms
[2021-11-21 19:36:35 main:574] : INFO : Epoch 1835 | loss: 0.0311337 | val_loss: 0.0311555 | Time: 2489.54 ms
[2021-11-21 19:36:37 main:574] : INFO : Epoch 1836 | loss: 0.031137 | val_loss: 0.0311681 | Time: 2440.27 ms
[2021-11-21 19:36:40 main:574] : INFO : Epoch 1837 | loss: 0.0311544 | val_loss: 0.0311652 | Time: 2702.9 ms
[2021-11-21 19:36:42 main:574] : INFO : Epoch 1838 | loss: 0.0311518 | val_loss: 0.0311616 | Time: 2583.32 ms
[2021-11-21 19:36:45 main:574] : INFO : Epoch 1839 | loss: 0.0311482 | val_loss: 0.0311561 | Time: 2547.61 ms
[2021-11-21 19:36:48 main:574] : INFO : Epoch 1840 | loss: 0.0311421 | val_loss: 0.0311626 | Time: 2264.76 ms
[2021-11-21 19:36:51 main:574] : INFO : Epoch 1841 | loss: 0.0311439 | val_loss: 0.0311572 | Time: 2577.2 ms
[2021-11-21 19:36:55 main:574] : INFO : Epoch 1842 | loss: 0.0311404 | val_loss: 0.0311542 | Time: 2425.42 ms
[2021-11-21 19:36:57 main:574] : INFO : Epoch 1843 | loss: 0.0311411 | val_loss: 0.0311553 | Time: 2420.77 ms
[2021-11-21 19:37:00 main:574] : INFO : Epoch 1844 | loss: 0.0311406 | val_loss: 0.031153 | Time: 2402.16 ms
[2021-11-21 19:37:03 main:574] : INFO : Epoch 1845 | loss: 0.031139 | val_loss: 0.031155 | Time: 2485.33 ms
[2021-11-21 19:37:05 main:574] : INFO : Epoch 1846 | loss: 0.031138 | val_loss: 0.031156 | Time: 2397.98 ms
[2021-11-21 19:37:08 main:574] : INFO : Epoch 1847 | loss: 0.0311404 | val_loss: 0.031153 | Time: 2445.18 ms
[2021-11-21 19:37:10 main:574] : INFO : Epoch 1848 | loss: 0.0311399 | val_loss: 0.0311565 | Time: 2333.16 ms
[2021-11-21 19:37:13 main:574] : INFO : Epoch 1849 | loss: 0.0311384 | val_loss: 0.0311552 | Time: 2718.83 ms
[2021-11-21 19:37:16 main:574] : INFO : Epoch 1850 | loss: 0.0311362 | val_loss: 0.0311548 | Time: 2430.1 ms
[2021-11-21 19:37:18 main:574] : INFO : Epoch 1851 | loss: 0.031136 | val_loss: 0.0311573 | Time: 2482.88 ms
[2021-11-21 19:37:21 main:574] : INFO : Epoch 1852 | loss: 0.0311389 | val_loss: 0.031159 | Time: 2446.36 ms
[2021-11-21 19:37:23 main:574] : INFO : Epoch 1853 | loss: 0.0311411 | val_loss: 0.031164 | Time: 2604.13 ms
[2021-11-21 19:37:26 main:574] : INFO : Epoch 1854 | loss: 0.0311399 | val_loss: 0.0311578 | Time: 2437.52 ms
[2021-11-21 19:37:28 main:574] : INFO : Epoch 1855 | loss: 0.0311383 | val_loss: 0.0311526 | Time: 2470.33 ms
[2021-11-21 19:37:31 main:574] : INFO : Epoch 1856 | loss: 0.0311391 | val_loss: 0.0311588 | Time: 2530.09 ms
[2021-11-21 19:37:33 main:574] : INFO : Epoch 1857 | loss: 0.0311366 | val_loss: 0.0311627 | Time: 2445.72 ms
[2021-11-21 19:37:36 main:574] : INFO : Epoch 1858 | loss: 0.0326246 | val_loss: 0.0569892 | Time: 2253.65 ms
[2021-11-21 19:37:38 main:574] : INFO : Epoch 1859 | loss: 0.0468427 | val_loss: 0.033974 | Time: 2433.89 ms
[2021-11-21 19:37:41 main:574] : INFO : Epoch 1860 | loss: 0.0321846 | val_loss: 0.0314377 | Time: 2467.44 ms
[2021-11-21 19:37:43 main:574] : INFO : Epoch 1861 | loss: 0.0313163 | val_loss: 0.0312456 | Time: 2441.12 ms
[2021-11-21 19:37:46 main:574] : INFO : Epoch 1862 | loss: 0.0312105 | val_loss: 0.0311866 | Time: 2469.89 ms
[2021-11-21 19:37:48 main:574] : INFO : Epoch 1863 | loss: 0.0311784 | val_loss: 0.0311723 | Time: 2482.74 ms
[2021-11-21 19:37:51 main:574] : INFO : Epoch 1864 | loss: 0.0311653 | val_loss: 0.0311664 | Time: 2345.83 ms
[2021-11-21 19:37:53 main:574] : INFO : Epoch 1865 | loss: 0.0311575 | val_loss: 0.0311637 | Time: 2406.21 ms
[2021-11-21 19:37:56 main:574] : INFO : Epoch 1866 | loss: 0.031153 | val_loss: 0.0311615 | Time: 2441.45 ms
[2021-11-21 19:37:58 main:574] : INFO : Epoch 1867 | loss: 0.0311496 | val_loss: 0.0311636 | Time: 2465.08 ms
[2021-11-21 19:38:01 main:574] : INFO : Epoch 1868 | loss: 0.0311495 | val_loss: 0.0311617 | Time: 2607.02 ms
[2021-11-21 19:38:03 main:574] : INFO : Epoch 1869 | loss: 0.031147 | val_loss: 0.0311612 | Time: 2303.58 ms
[2021-11-21 19:38:06 main:574] : INFO : Epoch 1870 | loss: 0.0311456 | val_loss: 0.0311593 | Time: 2271.81 ms
[2021-11-21 19:38:08 main:574] : INFO : Epoch 1871 | loss: 0.0311507 | val_loss: 0.0311615 | Time: 2344.86 ms
[2021-11-21 19:38:10 main:574] : INFO : Epoch 1872 | loss: 0.0311498 | val_loss: 0.0311608 | Time: 2395.42 ms
[2021-11-21 19:38:13 main:574] : INFO : Epoch 1873 | loss: 0.0311473 | val_loss: 0.0311612 | Time: 2330.01 ms
[2021-11-21 19:38:15 main:574] : INFO : Epoch 1874 | loss: 0.0311459 | val_loss: 0.0311583 | Time: 2299.6 ms
[2021-11-21 19:38:17 main:574] : INFO : Epoch 1875 | loss: 0.0311433 | val_loss: 0.0311574 | Time: 2359.68 ms
[2021-11-21 19:38:20 main:574] : INFO : Epoch 1876 | loss: 0.0311388 | val_loss: 0.0311622 | Time: 2499.65 ms
[2021-11-21 19:38:22 main:574] : INFO : Epoch 1877 | loss: 0.0311406 | val_loss: 0.0311564 | Time: 2605.81 ms
[2021-11-21 19:38:25 main:574] : INFO : Epoch 1878 | loss: 0.0311389 | val_loss: 0.0311649 | Time: 2409.9 ms
[2021-11-21 19:38:27 main:574] : INFO : Epoch 1879 | loss: 0.0311379 | val_loss: 0.0311552 | Time: 2517.56 ms
[2021-11-21 19:38:30 main:574] : INFO : Epoch 1880 | loss: 0.0311368 | val_loss: 0.0311564 | Time: 2463.08 ms
[2021-11-21 19:38:32 main:574] : INFO : Epoch 1881 | loss: 0.0311428 | val_loss: 0.0311564 | Time: 2420.22 ms
[2021-11-21 19:38:35 main:574] : INFO : Epoch 1882 | loss: 0.0311423 | val_loss: 0.0311527 | Time: 2781.15 ms
[2021-11-21 19:38:37 main:574] : INFO : Epoch 1883 | loss: 0.0311379 | val_loss: 0.0311539 | Time: 2381.75 ms
[2021-11-21 19:38:40 main:574] : INFO : Epoch 1884 | loss: 0.0311357 | val_loss: 0.0311543 | Time: 2326.88 ms
[2021-11-21 19:38:42 main:574] : INFO : Epoch 1885 | loss: 0.0311387 | val_loss: 0.0311563 | Time: 2418.21 ms
[2021-11-21 19:38:45 main:574] : INFO : Epoch 1886 | loss: 0.0311442 | val_loss: 0.0311582 | Time: 2491.36 ms
[2021-11-21 19:38:47 main:574] : INFO : Epoch 1887 | loss: 0.0311414 | val_loss: 0.0311522 | Time: 2491.73 ms
[2021-11-21 19:38:50 main:574] : INFO : Epoch 1888 | loss: 0.0311368 | val_loss: 0.0311542 | Time: 2386.15 ms
[2021-11-21 19:38:52 main:574] : INFO : Epoch 1889 | loss: 0.0311356 | val_loss: 0.031156 | Time: 2333.39 ms
[2021-11-21 19:38:54 main:574] : INFO : Epoch 1890 | loss: 0.0311355 | val_loss: 0.0311548 | Time: 2318.86 ms
[2021-11-21 19:38:57 main:574] : INFO : Epoch 1891 | loss: 0.031135 | val_loss: 0.0311552 | Time: 2563.4 ms
[2021-11-21 19:38:59 main:574] : INFO : Epoch 1892 | loss: 0.0311335 | val_loss: 0.0311536 | Time: 2435.44 ms
[2021-11-21 19:39:02 main:574] : INFO : Epoch 1893 | loss: 0.0311348 | val_loss: 0.0311577 | Time: 2344.95 ms
[2021-11-21 19:39:04 main:574] : INFO : Epoch 1894 | loss: 0.031134 | val_loss: 0.0311495 | Time: 2423.37 ms
[2021-11-21 19:39:07 main:574] : INFO : Epoch 1895 | loss: 0.0311324 | val_loss: 0.0311489 | Time: 2916.98 ms
[2021-11-21 19:39:10 main:574] : INFO : Epoch 1896 | loss: 0.0311302 | val_loss: 0.0311504 | Time: 2549.35 ms
[2021-11-21 19:39:12 main:574] : INFO : Epoch 1897 | loss: 0.0311297 | val_loss: 0.0311515 | Time: 2498.01 ms
[2021-11-21 19:39:14 main:574] : INFO : Epoch 1898 | loss: 0.0311294 | val_loss: 0.0311521 | Time: 2395.19 ms
[2021-11-21 19:39:17 main:574] : INFO : Epoch 1899 | loss: 0.0311267 | val_loss: 0.0311539 | Time: 2428.89 ms
[2021-11-21 19:39:19 main:574] : INFO : Epoch 1900 | loss: 0.031134 | val_loss: 0.0311568 | Time: 2428.12 ms
[2021-11-21 19:39:22 main:574] : INFO : Epoch 1901 | loss: 0.0311373 | val_loss: 0.0311551 | Time: 2356.05 ms
[2021-11-21 19:39:24 main:574] : INFO : Epoch 1902 | loss: 0.0311369 | val_loss: 0.031156 | Time: 2528.8 ms
[2021-11-21 19:39:27 main:574] : INFO : Epoch 1903 | loss: 0.0311355 | val_loss: 0.0311542 | Time: 2335.22 ms
[2021-11-21 19:39:29 main:574] : INFO : Epoch 1904 | loss: 0.0311313 | val_loss: 0.0311516 | Time: 2566.24 ms
[2021-11-21 19:39:32 main:574] : INFO : Epoch 1905 | loss: 0.0311344 | val_loss: 0.0311519 | Time: 2663.45 ms
[2021-11-21 19:39:34 main:574] : INFO : Epoch 1906 | loss: 0.0311364 | val_loss: 0.031157 | Time: 2439.72 ms
[2021-11-21 19:39:37 main:574] : INFO : Epoch 1907 | loss: 0.0311666 | val_loss: 0.0311668 | Time: 2352.98 ms
[2021-11-21 19:39:39 main:574] : INFO : Epoch 1908 | loss: 0.0311665 | val_loss: 0.0311617 | Time: 2404.22 ms
[2021-11-21 19:39:41 main:574] : INFO : Epoch 1909 | loss: 0.0311618 | val_loss: 0.0311588 | Time: 2418.51 ms
[2021-11-21 19:39:44 main:574] : INFO : Epoch 1910 | loss: 0.0311581 | val_loss: 0.0311554 | Time: 2482.05 ms
[2021-11-21 19:39:46 main:574] : INFO : Epoch 1911 | loss: 0.031154 | val_loss: 0.0311537 | Time: 2475.01 ms
[2021-11-21 19:39:49 main:574] : INFO : Epoch 1912 | loss: 0.031153 | val_loss: 0.0311529 | Time: 2397.24 ms
[2021-11-21 19:39:52 main:574] : INFO : Epoch 1913 | loss: 0.0311511 | val_loss: 0.0311523 | Time: 2370.41 ms
[2021-11-21 19:39:55 main:574] : INFO : Epoch 1914 | loss: 0.0311498 | val_loss: 0.0311521 | Time: 2477.64 ms
[2021-11-21 19:39:57 main:574] : INFO : Epoch 1915 | loss: 0.0311494 | val_loss: 0.0311513 | Time: 2486.55 ms
[2021-11-21 19:40:00 main:574] : INFO : Epoch 1916 | loss: 0.0311481 | val_loss: 0.0311517 | Time: 2509.87 ms
[2021-11-21 19:40:02 main:574] : INFO : Epoch 1917 | loss: 0.0311473 | val_loss: 0.0311526 | Time: 2327.08 ms
[2021-11-21 19:40:04 main:574] : INFO : Epoch 1918 | loss: 0.0311457 | val_loss: 0.0311521 | Time: 2314.83 ms
[2021-11-21 19:40:07 main:574] : INFO : Epoch 1919 | loss: 0.0311449 | val_loss: 0.0311524 | Time: 2446.18 ms
[2021-11-21 19:40:09 main:574] : INFO : Epoch 1920 | loss: 0.0311438 | val_loss: 0.0311516 | Time: 2342.03 ms
[2021-11-21 19:40:12 main:574] : INFO : Epoch 1921 | loss: 0.0311426 | val_loss: 0.0311525 | Time: 2277.49 ms
[2021-11-21 19:40:15 main:574] : INFO : Epoch 1922 | loss: 0.0311417 | val_loss: 0.0311524 | Time: 2362.49 ms
[2021-11-21 19:40:17 main:574] : INFO : Epoch 1923 | loss: 0.0311424 | val_loss: 0.0311521 | Time: 2455.04 ms
[2021-11-21 19:40:20 main:574] : INFO : Epoch 1924 | loss: 0.0311412 | val_loss: 0.0311529 | Time: 2752.7 ms
[2021-11-21 19:40:22 main:574] : INFO : Epoch 1925 | loss: 0.0311419 | val_loss: 0.0311536 | Time: 2448.89 ms
[2021-11-21 19:40:25 main:574] : INFO : Epoch 1926 | loss: 0.0311409 | val_loss: 0.0311494 | Time: 2386.39 ms
[2021-11-21 19:40:27 main:574] : INFO : Epoch 1927 | loss: 0.0311401 | val_loss: 0.0311508 | Time: 2472.07 ms
[2021-11-21 19:40:30 main:574] : INFO : Epoch 1928 | loss: 0.0311385 | val_loss: 0.0311501 | Time: 2548.17 ms
[2021-11-21 19:40:32 main:574] : INFO : Epoch 1929 | loss: 0.0311391 | val_loss: 0.0311535 | Time: 2473.38 ms
[2021-11-21 19:40:35 main:574] : INFO : Epoch 1930 | loss: 0.0311408 | val_loss: 0.0311549 | Time: 2575.65 ms
[2021-11-21 19:40:37 main:574] : INFO : Epoch 1931 | loss: 0.0311405 | val_loss: 0.0311553 | Time: 2615.12 ms
[2021-11-21 19:40:40 main:574] : INFO : Epoch 1932 | loss: 0.0311387 | val_loss: 0.0311535 | Time: 2575.7 ms
[2021-11-21 19:40:42 main:574] : INFO : Epoch 1933 | loss: 0.0311364 | val_loss: 0.0311531 | Time: 2555.62 ms
[2021-11-21 19:40:45 main:574] : INFO : Epoch 1934 | loss: 0.0311347 | val_loss: 0.0311538 | Time: 2390.77 ms
[2021-11-21 19:40:47 main:574] : INFO : Epoch 1935 | loss: 0.0311337 | val_loss: 0.0311526 | Time: 2310.23 ms
[2021-11-21 19:40:50 main:574] : INFO : Epoch 1936 | loss: 0.0311336 | val_loss: 0.0311568 | Time: 2324.9 ms
[2021-11-21 19:40:52 main:574] : INFO : Epoch 1937 | loss: 0.0311326 | val_loss: 0.0311534 | Time: 2392.8 ms
[2021-11-21 19:40:54 main:574] : INFO : Epoch 1938 | loss: 0.0311322 | val_loss: 0.0311528 | Time: 2471.05 ms
[2021-11-21 19:40:57 main:574] : INFO : Epoch 1939 | loss: 0.031134 | val_loss: 0.0311492 | Time: 2541.22 ms
[2021-11-21 19:41:00 main:574] : INFO : Epoch 1940 | loss: 0.0311339 | val_loss: 0.0311508 | Time: 2564.34 ms
[2021-11-21 19:41:02 main:574] : INFO : Epoch 1941 | loss: 0.0311332 | val_loss: 0.0311523 | Time: 2624.22 ms
[2021-11-21 19:41:05 main:574] : INFO : Epoch 1942 | loss: 0.0311336 | val_loss: 0.0311508 | Time: 2703.68 ms
[2021-11-21 19:41:08 main:574] : INFO : Epoch 1943 | loss: 0.0311334 | val_loss: 0.0311521 | Time: 2747.21 ms
[2021-11-21 19:41:10 main:574] : INFO : Epoch 1944 | loss: 0.0311345 | val_loss: 0.0311533 | Time: 2542.8 ms
[2021-11-21 19:41:13 main:574] : INFO : Epoch 1945 | loss: 0.0311344 | val_loss: 0.0311547 | Time: 2443.74 ms
[2021-11-21 19:41:15 main:574] : INFO : Epoch 1946 | loss: 0.031133 | val_loss: 0.0311547 | Time: 2400.28 ms
[2021-11-21 19:41:17 main:574] : INFO : Epoch 1947 | loss: 0.0311316 | val_loss: 0.0311535 | Time: 2358.34 ms
[2021-11-21 19:41:20 main:574] : INFO : Epoch 1948 | loss: 0.03113 | val_loss: 0.0311544 | Time: 2322.4 ms
[2021-11-21 19:41:22 main:574] : INFO : Epoch 1949 | loss: 0.03113 | val_loss: 0.0311565 | Time: 2272 ms
[2021-11-21 19:41:24 main:574] : INFO : Epoch 1950 | loss: 0.0311311 | val_loss: 0.0311524 | Time: 2454.08 ms
[2021-11-21 19:41:27 main:574] : INFO : Epoch 1951 | loss: 0.0311304 | val_loss: 0.0311559 | Time: 2340.62 ms
[2021-11-21 19:41:30 main:574] : INFO : Epoch 1952 | loss: 0.0311295 | val_loss: 0.0311579 | Time: 2425.86 ms
[2021-11-21 19:41:32 main:574] : INFO : Epoch 1953 | loss: 0.0311299 | val_loss: 0.0311516 | Time: 2650.16 ms
[2021-11-21 19:41:35 main:574] : INFO : Epoch 1954 | loss: 0.0311289 | val_loss: 0.0311528 | Time: 2539.52 ms
[2021-11-21 19:41:37 main:574] : INFO : Epoch 1955 | loss: 0.0311289 | val_loss: 0.0311492 | Time: 2377.97 ms
[2021-11-21 19:41:40 main:574] : INFO : Epoch 1956 | loss: 0.0311274 | val_loss: 0.0311522 | Time: 2348.45 ms
[2021-11-21 19:41:42 main:574] : INFO : Epoch 1957 | loss: 0.0311275 | val_loss: 0.0311533 | Time: 2537.89 ms
[2021-11-21 19:41:45 main:574] : INFO : Epoch 1958 | loss: 0.0311289 | val_loss: 0.0311543 | Time: 2434.85 ms
[2021-11-21 19:41:47 main:574] : INFO : Epoch 1959 | loss: 0.0311312 | val_loss: 0.0311511 | Time: 2404.01 ms
[2021-11-21 19:41:49 main:574] : INFO : Epoch 1960 | loss: 0.031134 | val_loss: 0.0311515 | Time: 2345.82 ms
[2021-11-21 19:41:52 main:574] : INFO : Epoch 1961 | loss: 0.0311314 | val_loss: 0.031152 | Time: 2402.46 ms
[2021-11-21 19:41:54 main:574] : INFO : Epoch 1962 | loss: 0.0311302 | val_loss: 0.031154 | Time: 2364.17 ms
[2021-11-21 19:41:57 main:574] : INFO : Epoch 1963 | loss: 0.0311298 | val_loss: 0.0311509 | Time: 2408.59 ms
[2021-11-21 19:41:59 main:574] : INFO : Epoch 1964 | loss: 0.0311258 | val_loss: 0.0311505 | Time: 2502.36 ms
[2021-11-21 19:42:01 main:574] : INFO : Epoch 1965 | loss: 0.0311259 | val_loss: 0.0311509 | Time: 2351.24 ms
[2021-11-21 19:42:04 main:574] : INFO : Epoch 1966 | loss: 0.0311286 | val_loss: 0.0311564 | Time: 2358.08 ms
[2021-11-21 19:42:06 main:574] : INFO : Epoch 1967 | loss: 0.03114 | val_loss: 0.0311511 | Time: 2395.44 ms
[2021-11-21 19:42:09 main:574] : INFO : Epoch 1968 | loss: 0.0311361 | val_loss: 0.031154 | Time: 2639.32 ms
[2021-11-21 19:42:13 main:574] : INFO : Epoch 1969 | loss: 0.0311327 | val_loss: 0.0311494 | Time: 3792.48 ms
[2021-11-21 19:42:17 main:574] : INFO : Epoch 1970 | loss: 0.0311294 | val_loss: 0.0311491 | Time: 4427.86 ms
[2021-11-21 19:42:21 main:574] : INFO : Epoch 1971 | loss: 0.0311281 | val_loss: 0.0311467 | Time: 4051.1 ms
[2021-11-21 19:42:25 main:574] : INFO : Epoch 1972 | loss: 0.0311281 | val_loss: 0.0311477 | Time: 4038.61 ms
[2021-11-21 19:42:29 main:574] : INFO : Epoch 1973 | loss: 0.0311306 | val_loss: 0.0311499 | Time: 3934.7 ms
[2021-11-21 19:42:33 main:574] : INFO : Epoch 1974 | loss: 0.0311338 | val_loss: 0.0311517 | Time: 3944.65 ms
[2021-11-21 19:42:37 main:574] : INFO : Epoch 1975 | loss: 0.0311391 | val_loss: 0.0311558 | Time: 4043 ms
[2021-11-21 19:42:41 main:574] : INFO : Epoch 1976 | loss: 0.0311479 | val_loss: 0.0311567 | Time: 3853.85 ms
[2021-11-21 19:42:45 main:574] : INFO : Epoch 1977 | loss: 0.0311451 | val_loss: 0.0311558 | Time: 3760.18 ms
[2021-11-21 19:42:49 main:574] : INFO : Epoch 1978 | loss: 0.0311432 | val_loss: 0.0311516 | Time: 3968.84 ms
[2021-11-21 19:42:53 main:574] : INFO : Epoch 1979 | loss: 0.0311398 | val_loss: 0.0311494 | Time: 4022.32 ms
[2021-11-21 19:42:57 main:574] : INFO : Epoch 1980 | loss: 0.0311441 | val_loss: 0.031153 | Time: 3856.67 ms
[2021-11-21 19:43:00 main:574] : INFO : Epoch 1981 | loss: 0.0311516 | val_loss: 0.0311531 | Time: 2508.78 ms
[2021-11-21 19:43:02 main:574] : INFO : Epoch 1982 | loss: 0.0311513 | val_loss: 0.0311507 | Time: 2387.32 ms
[2021-11-21 19:43:05 main:574] : INFO : Epoch 1983 | loss: 0.0311475 | val_loss: 0.0311506 | Time: 2337.43 ms
[2021-11-21 19:43:07 main:574] : INFO : Epoch 1984 | loss: 0.0311477 | val_loss: 0.0311526 | Time: 2446.53 ms
[2021-11-21 19:43:09 main:574] : INFO : Epoch 1985 | loss: 0.0311493 | val_loss: 0.0311534 | Time: 2322.56 ms
[2021-11-21 19:43:12 main:574] : INFO : Epoch 1986 | loss: 0.031148 | val_loss: 0.0311535 | Time: 2300.94 ms
[2021-11-21 19:43:14 main:574] : INFO : Epoch 1987 | loss: 0.0311495 | val_loss: 0.0311552 | Time: 2321.29 ms
[2021-11-21 19:43:16 main:574] : INFO : Epoch 1988 | loss: 0.0311502 | val_loss: 0.0311538 | Time: 2424.55 ms
[2021-11-21 19:43:19 main:574] : INFO : Epoch 1989 | loss: 0.0311468 | val_loss: 0.0311508 | Time: 2315.75 ms
[2021-11-21 19:43:21 main:574] : INFO : Epoch 1990 | loss: 0.0311451 | val_loss: 0.031153 | Time: 2286.99 ms
[2021-11-21 19:43:23 main:574] : INFO : Epoch 1991 | loss: 0.0311462 | val_loss: 0.0311534 | Time: 2380.16 ms
[2021-11-21 19:43:26 main:574] : INFO : Epoch 1992 | loss: 0.0311467 | val_loss: 0.0311512 | Time: 2600.53 ms
[2021-11-21 19:43:28 main:574] : INFO : Epoch 1993 | loss: 0.0311441 | val_loss: 0.0311534 | Time: 2466.42 ms
[2021-11-21 19:43:31 main:574] : INFO : Epoch 1994 | loss: 0.0311472 | val_loss: 0.0311534 | Time: 2427.83 ms
[2021-11-21 19:43:33 main:574] : INFO : Epoch 1995 | loss: 0.0311452 | val_loss: 0.0311517 | Time: 2409.95 ms
[2021-11-21 19:43:36 main:574] : INFO : Epoch 1996 | loss: 0.0311437 | val_loss: 0.0311498 | Time: 2434.66 ms
[2021-11-21 19:43:38 main:574] : INFO : Epoch 1997 | loss: 0.0311437 | val_loss: 0.0311519 | Time: 2362.85 ms
[2021-11-21 19:43:41 main:574] : INFO : Epoch 1998 | loss: 0.031142 | val_loss: 0.0311489 | Time: 2424.47 ms
[2021-11-21 19:43:43 main:574] : INFO : Epoch 1999 | loss: 0.0311419 | val_loss: 0.031149 | Time: 2378.87 ms
[2021-11-21 19:43:45 main:574] : INFO : Epoch 2000 | loss: 0.0311391 | val_loss: 0.031149 | Time: 2376.34 ms
[2021-11-21 19:43:48 main:574] : INFO : Epoch 2001 | loss: 0.0311377 | val_loss: 0.0311465 | Time: 2382.35 ms
[2021-11-21 19:43:50 main:574] : INFO : Epoch 2002 | loss: 0.0311377 | val_loss: 0.0311469 | Time: 2322.36 ms
[2021-11-21 19:43:52 main:574] : INFO : Epoch 2003 | loss: 0.0311368 | val_loss: 0.0311483 | Time: 2425.44 ms
[2021-11-21 19:43:55 main:574] : INFO : Epoch 2004 | loss: 0.0311375 | val_loss: 0.0311472 | Time: 2417.37 ms
[2021-11-21 19:43:57 main:574] : INFO : Epoch 2005 | loss: 0.0311368 | val_loss: 0.0311503 | Time: 2408.84 ms
[2021-11-21 19:44:00 main:574] : INFO : Epoch 2006 | loss: 0.0311359 | val_loss: 0.0311469 | Time: 2272.43 ms
[2021-11-21 19:44:03 main:574] : INFO : Epoch 2007 | loss: 0.0311348 | val_loss: 0.0311474 | Time: 2271.98 ms
[2021-11-21 19:44:05 main:574] : INFO : Epoch 2008 | loss: 0.031135 | val_loss: 0.0311449 | Time: 2350.44 ms
[2021-11-21 19:44:08 main:574] : INFO : Epoch 2009 | loss: 0.0311352 | val_loss: 0.0311475 | Time: 2338.11 ms
[2021-11-21 19:44:10 main:574] : INFO : Epoch 2010 | loss: 0.0311377 | val_loss: 0.0311487 | Time: 2258.01 ms
[2021-11-21 19:44:13 main:574] : INFO : Epoch 2011 | loss: 0.0311357 | val_loss: 0.0311469 | Time: 2341.61 ms
[2021-11-21 19:44:16 main:574] : INFO : Epoch 2012 | loss: 0.0311351 | val_loss: 0.031147 | Time: 2231.13 ms
[2021-11-21 19:44:19 main:574] : INFO : Epoch 2013 | loss: 0.0311341 | val_loss: 0.0311469 | Time: 2299.62 ms
[2021-11-21 19:44:21 main:574] : INFO : Epoch 2014 | loss: 0.0311422 | val_loss: 0.0311532 | Time: 2351.66 ms
[2021-11-21 19:44:24 main:574] : INFO : Epoch 2015 | loss: 0.0311698 | val_loss: 0.0311966 | Time: 2285.26 ms
[2021-11-21 19:44:26 main:574] : INFO : Epoch 2016 | loss: 0.0311911 | val_loss: 0.0311951 | Time: 2339.21 ms
[2021-11-21 19:44:29 main:574] : INFO : Epoch 2017 | loss: 0.0311848 | val_loss: 0.0311861 | Time: 2380.62 ms
[2021-11-21 19:44:32 main:574] : INFO : Epoch 2018 | loss: 0.0311795 | val_loss: 0.031185 | Time: 2511.71 ms
[2021-11-21 19:44:35 main:574] : INFO : Epoch 2019 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 2433.91 ms
[2021-11-21 19:44:37 main:574] : INFO : Epoch 2020 | loss: 0.0311754 | val_loss: 0.0311827 | Time: 2560.99 ms
[2021-11-21 19:44:40 main:574] : INFO : Epoch 2021 | loss: 0.0311745 | val_loss: 0.0311831 | Time: 2662.67 ms
[2021-11-21 19:44:42 main:574] : INFO : Epoch 2022 | loss: 0.0311735 | val_loss: 0.0311856 | Time: 2440.93 ms
[2021-11-21 19:44:45 main:574] : INFO : Epoch 2023 | loss: 0.0311739 | val_loss: 0.0311863 | Time: 2344.09 ms
[2021-11-21 19:44:47 main:574] : INFO : Epoch 2024 | loss: 0.0311745 | val_loss: 0.0311841 | Time: 2384.45 ms
[2021-11-21 19:44:49 main:574] : INFO : Epoch 2025 | loss: 0.031173 | val_loss: 0.0311816 | Time: 2421.01 ms
[2021-11-21 19:44:52 main:574] : INFO : Epoch 2026 | loss: 0.0311724 | val_loss: 0.0311824 | Time: 2927.9 ms
[2021-11-21 19:44:55 main:574] : INFO : Epoch 2027 | loss: 0.0311711 | val_loss: 0.031181 | Time: 2447.02 ms
[2021-11-21 19:44:57 main:574] : INFO : Epoch 2028 | loss: 0.0311704 | val_loss: 0.0311812 | Time: 2499.56 ms
[2021-11-21 19:45:02 main:574] : INFO : Epoch 2029 | loss: 0.0311708 | val_loss: 0.0311829 | Time: 4569.87 ms
[2021-11-21 19:45:07 main:574] : INFO : Epoch 2030 | loss: 0.0311703 | val_loss: 0.0311822 | Time: 5111.71 ms
[2021-11-21 19:45:12 main:574] : INFO : Epoch 2031 | loss: 0.03117 | val_loss: 0.0311806 | Time: 5092.6 ms
[2021-11-21 19:45:17 main:574] : INFO : Epoch 2032 | loss: 0.0311686 | val_loss: 0.031183 | Time: 4822.43 ms
[2021-11-21 19:45:22 main:574] : INFO : Epoch 2033 | loss: 0.031169 | val_loss: 0.0311804 | Time: 4845.34 ms
[2021-11-21 19:45:27 main:574] : INFO : Epoch 2034 | loss: 0.0311678 | val_loss: 0.0311803 | Time: 4930.04 ms
[2021-11-21 19:45:32 main:574] : INFO : Epoch 2035 | loss: 0.0311679 | val_loss: 0.0311809 | Time: 4901.52 ms
[2021-11-21 19:45:37 main:574] : INFO : Epoch 2036 | loss: 0.031168 | val_loss: 0.0311799 | Time: 4802.78 ms
[2021-11-21 19:45:42 main:574] : INFO : Epoch 2037 | loss: 0.0311677 | val_loss: 0.0311835 | Time: 4909.54 ms
[2021-11-21 19:45:47 main:574] : INFO : Epoch 2038 | loss: 0.0311681 | val_loss: 0.0311813 | Time: 5119.75 ms
[2021-11-21 19:45:52 main:574] : INFO : Epoch 2039 | loss: 0.0311668 | val_loss: 0.0311812 | Time: 5167.07 ms
[2021-11-21 19:45:57 main:574] : INFO : Epoch 2040 | loss: 0.0311664 | val_loss: 0.0311798 | Time: 4864.85 ms
[2021-11-21 19:46:02 main:574] : INFO : Epoch 2041 | loss: 0.031167 | val_loss: 0.0311815 | Time: 5087.23 ms
[2021-11-21 19:46:07 main:574] : INFO : Epoch 2042 | loss: 0.0311671 | val_loss: 0.0311812 | Time: 4969.07 ms
[2021-11-21 19:46:12 main:574] : INFO : Epoch 2043 | loss: 0.0311665 | val_loss: 0.0311791 | Time: 5077.43 ms
[2021-11-21 19:46:17 main:574] : INFO : Epoch 2044 | loss: 0.0311663 | val_loss: 0.0311813 | Time: 5242.1 ms
[2021-11-21 19:46:23 main:574] : INFO : Epoch 2045 | loss: 0.031166 | val_loss: 0.0311807 | Time: 5135.71 ms
[2021-11-21 19:46:28 main:574] : INFO : Epoch 2046 | loss: 0.0311655 | val_loss: 0.0311801 | Time: 5591.55 ms
[2021-11-21 19:46:34 main:574] : INFO : Epoch 2047 | loss: 0.0311655 | val_loss: 0.0311818 | Time: 5133.76 ms
[2021-11-21 19:46:39 main:574] : INFO : Epoch 2048 | loss: 0.0311663 | val_loss: 0.0311814 | Time: 5023.17 ms
[2021-11-21 19:46:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311814
[2021-11-21 19:46:39 main:603] : INFO : Saving end state to config to file
[2021-11-21 19:46:39 main:608] : INFO : Success, exiting..
19:46:39 (27864): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)