Task 14231501
| Name | ParityModified-1647047206-10000-3-0_0 |
| Workunit | 11289737 |
| Created | 2 Apr 2022, 6:04:51 UTC |
| Sent | 8 Apr 2022, 13:11:43 UTC |
| Report deadline | 16 Apr 2022, 13:11:43 UTC |
| Received | 8 Apr 2022, 14:37:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 25 min 8 sec |
| CPU time | 1 hours 24 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,806.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311364 | val_loss: 0.0311514 | Time: 2475.71 ms [2022-04-08 10:16:02 main:574] : INFO : Epoch 1543 | loss: 0.0311359 | val_loss: 0.0311483 | Time: 2501.9 ms [2022-04-08 10:16:05 main:574] : INFO : Epoch 1544 | loss: 0.0311354 | val_loss: 0.0311499 | Time: 2501.82 ms [2022-04-08 10:16:07 main:574] : INFO : Epoch 1545 | loss: 0.0311336 | val_loss: 0.0311487 | Time: 2503.92 ms [2022-04-08 10:16:10 main:574] : INFO : Epoch 1546 | loss: 0.0311331 | val_loss: 0.0311522 | Time: 2504.63 ms [2022-04-08 10:16:12 main:574] : INFO : Epoch 1547 | loss: 0.0311354 | val_loss: 0.0311541 | Time: 2491.82 ms [2022-04-08 10:16:15 main:574] : INFO : Epoch 1548 | loss: 0.0311334 | val_loss: 0.0311504 | Time: 2469.33 ms [2022-04-08 10:16:17 main:574] : INFO : Epoch 1549 | loss: 0.0311341 | val_loss: 0.0311484 | Time: 2512.31 ms [2022-04-08 10:16:20 main:574] : INFO : Epoch 1550 | loss: 0.0311329 | val_loss: 0.0311503 | Time: 2482.42 ms [2022-04-08 10:16:22 main:574] : INFO : Epoch 1551 | loss: 0.0311339 | val_loss: 0.0311496 | Time: 2466.31 ms [2022-04-08 10:16:25 main:574] : INFO : Epoch 1552 | loss: 0.0311352 | val_loss: 0.0311503 | Time: 2494.66 ms [2022-04-08 10:16:27 main:574] : INFO : Epoch 1553 | loss: 0.0311351 | val_loss: 0.031148 | Time: 2499.38 ms [2022-04-08 10:16:30 main:574] : INFO : Epoch 1554 | loss: 0.0311359 | val_loss: 0.0311477 | Time: 2496.64 ms [2022-04-08 10:16:32 main:574] : INFO : Epoch 1555 | loss: 0.0311361 | val_loss: 0.0311474 | Time: 2499.31 ms [2022-04-08 10:16:35 main:574] : INFO : Epoch 1556 | loss: 0.0311342 | val_loss: 0.0311473 | Time: 2455.89 ms [2022-04-08 10:16:37 main:574] : INFO : Epoch 1557 | loss: 0.0311351 | val_loss: 0.03115 | Time: 2511.25 ms [2022-04-08 10:16:40 main:574] : INFO : Epoch 1558 | loss: 0.0311332 | val_loss: 0.0311484 | Time: 2511.45 ms [2022-04-08 10:16:42 main:574] : INFO : Epoch 1559 | loss: 0.0311333 | val_loss: 0.0311489 | Time: 2496.01 ms [2022-04-08 10:16:45 main:574] : INFO : Epoch 1560 | loss: 0.0311334 | val_loss: 0.0311483 | Time: 2499.66 ms [2022-04-08 10:16:47 main:574] : INFO : Epoch 1561 | loss: 0.0311347 | val_loss: 0.0311466 | Time: 2474.44 ms [2022-04-08 10:16:50 main:574] : INFO : Epoch 1562 | loss: 0.031133 | val_loss: 0.0311488 | Time: 2461.61 ms [2022-04-08 10:16:52 main:574] : INFO : Epoch 1563 | loss: 0.0311328 | val_loss: 0.0311472 | Time: 2480.45 ms [2022-04-08 10:16:55 main:574] : INFO : Epoch 1564 | loss: 0.0311341 | val_loss: 0.03115 | Time: 2484.99 ms [2022-04-08 10:16:57 main:574] : INFO : Epoch 1565 | loss: 0.0311325 | val_loss: 0.0311474 | Time: 2497.03 ms [2022-04-08 10:17:00 main:574] : INFO : Epoch 1566 | loss: 0.0311317 | val_loss: 0.0311495 | Time: 2522.28 ms [2022-04-08 10:17:02 main:574] : INFO : Epoch 1567 | loss: 0.0311324 | val_loss: 0.0311513 | Time: 2495.04 ms [2022-04-08 10:17:05 main:574] : INFO : Epoch 1568 | loss: 0.0311334 | val_loss: 0.0311477 | Time: 2510.2 ms [2022-04-08 10:17:07 main:574] : INFO : Epoch 1569 | loss: 0.031134 | val_loss: 0.0311484 | Time: 2457.69 ms [2022-04-08 10:17:10 main:574] : INFO : Epoch 1570 | loss: 0.0311341 | val_loss: 0.0311501 | Time: 2474.47 ms [2022-04-08 10:17:12 main:574] : INFO : Epoch 1571 | loss: 0.0311309 | val_loss: 0.0311476 | Time: 2472.87 ms [2022-04-08 10:17:15 main:574] : INFO : Epoch 1572 | loss: 0.0311313 | val_loss: 0.0311491 | Time: 2488.21 ms [2022-04-08 10:17:17 main:574] : INFO : Epoch 1573 | loss: 0.0311307 | val_loss: 0.0311489 | Time: 2482.18 ms [2022-04-08 10:17:20 main:574] : INFO : Epoch 1574 | loss: 0.0311296 | val_loss: 0.0311486 | Time: 2494.86 ms [2022-04-08 10:17:22 main:574] : INFO : Epoch 1575 | loss: 0.0311308 | val_loss: 0.0311475 | Time: 2511.95 ms [2022-04-08 10:17:25 main:574] : INFO : Epoch 1576 | loss: 0.0311313 | val_loss: 0.0311466 | Time: 2520.44 ms [2022-04-08 10:17:27 main:574] : INFO : Epoch 1577 | loss: 0.0311304 | val_loss: 0.0311466 | Time: 2494.57 ms [2022-04-08 10:17:30 main:574] : INFO : Epoch 1578 | loss: 0.0311295 | val_loss: 0.0311451 | Time: 2484.9 ms [2022-04-08 10:17:32 main:574] : INFO : Epoch 1579 | loss: 0.0311288 | val_loss: 0.0311478 | Time: 2508.21 ms [2022-04-08 10:17:35 main:574] : INFO : Epoch 1580 | loss: 0.0311291 | val_loss: 0.0311485 | Time: 2479.78 ms [2022-04-08 10:17:37 main:574] : INFO : Epoch 1581 | loss: 0.0311297 | val_loss: 0.0311485 | Time: 2506.93 ms [2022-04-08 10:17:40 main:574] : INFO : Epoch 1582 | loss: 0.0311296 | val_loss: 0.0311487 | Time: 2489.29 ms [2022-04-08 10:17:42 main:574] : INFO : Epoch 1583 | loss: 0.0311291 | val_loss: 0.0311529 | Time: 2489.34 ms [2022-04-08 10:17:45 main:574] : INFO : Epoch 1584 | loss: 0.0311395 | val_loss: 0.0311557 | Time: 2493.1 ms [2022-04-08 10:17:47 main:574] : INFO : Epoch 1585 | loss: 0.0311423 | val_loss: 0.0311546 | Time: 2471.36 ms [2022-04-08 10:17:50 main:574] : INFO : Epoch 1586 | loss: 0.0311409 | val_loss: 0.0311552 | Time: 2508.45 ms [2022-04-08 10:17:52 main:574] : INFO : Epoch 1587 | loss: 0.0311378 | val_loss: 0.0311531 | Time: 2496.91 ms [2022-04-08 10:17:55 main:574] : INFO : Epoch 1588 | loss: 0.0311358 | val_loss: 0.0311549 | Time: 2500.59 ms [2022-04-08 10:17:57 main:574] : INFO : Epoch 1589 | loss: 0.0311361 | val_loss: 0.0311535 | Time: 2496.32 ms [2022-04-08 10:18:00 main:574] : INFO : Epoch 1590 | loss: 0.0311369 | val_loss: 0.0311537 | Time: 2505.49 ms [2022-04-08 10:18:02 main:574] : INFO : Epoch 1591 | loss: 0.0311389 | val_loss: 0.0311526 | Time: 2481.25 ms [2022-04-08 10:18:05 main:574] : INFO : Epoch 1592 | loss: 0.0311377 | val_loss: 0.0311517 | Time: 2490.54 ms [2022-04-08 10:18:07 main:574] : INFO : Epoch 1593 | loss: 0.0311361 | val_loss: 0.0311551 | Time: 2471.58 ms [2022-04-08 10:18:10 main:574] : INFO : Epoch 1594 | loss: 0.0311355 | val_loss: 0.0311504 | Time: 2475.03 ms [2022-04-08 10:18:12 main:574] : INFO : Epoch 1595 | loss: 0.0311367 | val_loss: 0.0311518 | Time: 2470.57 ms [2022-04-08 10:18:15 main:574] : INFO : Epoch 1596 | loss: 0.0311363 | val_loss: 0.0311488 | Time: 2476.05 ms [2022-04-08 10:18:17 main:574] : INFO : Epoch 1597 | loss: 0.0311356 | val_loss: 0.0311497 | Time: 2474.75 ms [2022-04-08 10:18:20 main:574] : INFO : Epoch 1598 | loss: 0.0311336 | val_loss: 0.0311497 | Time: 2488.38 ms [2022-04-08 10:18:22 main:574] : INFO : Epoch 1599 | loss: 0.0311332 | val_loss: 0.0311511 | Time: 2518.21 ms [2022-04-08 10:18:25 main:574] : INFO : Epoch 1600 | loss: 0.0311449 | val_loss: 0.0311579 | Time: 2501.34 ms [2022-04-08 10:18:27 main:574] : INFO : Epoch 1601 | loss: 0.0311497 | val_loss: 0.0311558 | Time: 2492.64 ms [2022-04-08 10:18:30 main:574] : INFO : Epoch 1602 | loss: 0.0311458 | val_loss: 0.0311554 | Time: 2520.97 ms [2022-04-08 10:18:32 main:574] : INFO : Epoch 1603 | loss: 0.0311431 | val_loss: 0.0311552 | Time: 2513.82 ms [2022-04-08 10:18:35 main:574] : INFO : Epoch 1604 | loss: 0.0311415 | val_loss: 0.0311514 | Time: 2458.43 ms [2022-04-08 10:18:37 main:574] : INFO : Epoch 1605 | loss: 0.0311404 | val_loss: 0.0311516 | Time: 2480.03 ms [2022-04-08 10:18:40 main:574] : INFO : Epoch 1606 | loss: 0.0311387 | val_loss: 0.0311502 | Time: 2499.78 ms [2022-04-08 10:18:42 main:574] : INFO : Epoch 1607 | loss: 0.0311374 | val_loss: 0.0311492 | Time: 2477.69 ms [2022-04-08 10:18:45 main:574] : INFO : Epoch 1608 | loss: 0.0311366 | val_loss: 0.0311499 | Time: 2477.61 ms [2022-04-08 10:18:47 main:574] : INFO : Epoch 1609 | loss: 0.0311356 | val_loss: 0.0311542 | Time: 2472.11 ms [2022-04-08 10:18:49 main:574] : INFO : Epoch 1610 | loss: 0.0311353 | val_loss: 0.0311493 | Time: 2485.75 ms [2022-04-08 10:18:52 main:574] : INFO : Epoch 1611 | loss: 0.0311342 | val_loss: 0.0311518 | Time: 2488.59 ms [2022-04-08 10:18:54 main:574] : INFO : Epoch 1612 | loss: 0.0311346 | val_loss: 0.0311508 | Time: 2499.08 ms [2022-04-08 10:18:57 main:574] : INFO : Epoch 1613 | loss: 0.0311357 | val_loss: 0.0311545 | Time: 2451.28 ms [2022-04-08 10:18:59 main:574] : INFO : Epoch 1614 | loss: 0.0311333 | val_loss: 0.0311549 | Time: 2463.65 ms [2022-04-08 10:19:02 main:574] : INFO : Epoch 1615 | loss: 0.0311336 | val_loss: 0.0311533 | Time: 2495.55 ms [2022-04-08 10:19:04 main:574] : INFO : Epoch 1616 | loss: 0.031135 | val_loss: 0.0311533 | Time: 2514.47 ms [2022-04-08 10:19:07 main:574] : INFO : Epoch 1617 | loss: 0.0311356 | val_loss: 0.031153 | Time: 2468.94 ms [2022-04-08 10:19:09 main:574] : INFO : Epoch 1618 | loss: 0.0311326 | val_loss: 0.0311501 | Time: 2465.83 ms [2022-04-08 10:19:12 main:574] : INFO : Epoch 1619 | loss: 0.0311323 | val_loss: 0.0311503 | Time: 2487.36 ms [2022-04-08 10:19:14 main:574] : INFO : Epoch 1620 | loss: 0.0311324 | val_loss: 0.0311519 | Time: 2498.2 ms [2022-04-08 10:19:17 main:574] : INFO : Epoch 1621 | loss: 0.031133 | val_loss: 0.0311521 | Time: 2488.32 ms [2022-04-08 10:19:19 main:574] : INFO : Epoch 1622 | loss: 0.0311355 | val_loss: 0.0311517 | Time: 2484.31 ms [2022-04-08 10:19:22 main:574] : INFO : Epoch 1623 | loss: 0.0311348 | val_loss: 0.0311528 | Time: 2486.42 ms [2022-04-08 10:19:24 main:574] : INFO : Epoch 1624 | loss: 0.0311345 | val_loss: 0.0311516 | Time: 2496.05 ms [2022-04-08 10:19:27 main:574] : INFO : Epoch 1625 | loss: 0.0311352 | val_loss: 0.0311529 | Time: 2486.35 ms [2022-04-08 10:19:29 main:574] : INFO : Epoch 1626 | loss: 0.0311346 | val_loss: 0.0311521 | Time: 2477.99 ms [2022-04-08 10:19:32 main:574] : INFO : Epoch 1627 | loss: 0.0311341 | val_loss: 0.0311551 | Time: 2458.82 ms [2022-04-08 10:19:34 main:574] : INFO : Epoch 1628 | loss: 0.0311374 | val_loss: 0.0311609 | Time: 2481.22 ms [2022-04-08 10:19:37 main:574] : INFO : Epoch 1629 | loss: 0.0311372 | val_loss: 0.0311524 | Time: 2443.2 ms [2022-04-08 10:19:39 main:574] : INFO : Epoch 1630 | loss: 0.031134 | val_loss: 0.0311489 | Time: 2485.16 ms [2022-04-08 10:19:42 main:574] : INFO : Epoch 1631 | loss: 0.0311328 | val_loss: 0.0311516 | Time: 2481.8 ms [2022-04-08 10:19:44 main:574] : INFO : Epoch 1632 | loss: 0.0311318 | val_loss: 0.0311522 | Time: 2485.4 ms [2022-04-08 10:19:47 main:574] : INFO : Epoch 1633 | loss: 0.0311304 | val_loss: 0.0311509 | Time: 2460.9 ms [2022-04-08 10:19:49 main:574] : INFO : Epoch 1634 | loss: 0.031131 | val_loss: 0.0311504 | Time: 2514.03 ms [2022-04-08 10:19:52 main:574] : INFO : Epoch 1635 | loss: 0.0311351 | val_loss: 0.0311572 | Time: 2501.27 ms [2022-04-08 10:19:54 main:574] : INFO : Epoch 1636 | loss: 0.0311354 | val_loss: 0.0311581 | Time: 2509.88 ms [2022-04-08 10:19:57 main:574] : INFO : Epoch 1637 | loss: 0.031133 | val_loss: 0.0311523 | Time: 2469.28 ms [2022-04-08 10:19:59 main:574] : INFO : Epoch 1638 | loss: 0.0311303 | val_loss: 0.031152 | Time: 2485.4 ms [2022-04-08 10:20:02 main:574] : INFO : Epoch 1639 | loss: 0.0311302 | val_loss: 0.0311488 | Time: 2486.57 ms [2022-04-08 10:20:04 main:574] : INFO : Epoch 1640 | loss: 0.0311294 | val_loss: 0.0311565 | Time: 2503.81 ms [2022-04-08 10:20:07 main:574] : INFO : Epoch 1641 | loss: 0.0311305 | val_loss: 0.0311513 | Time: 2480.27 ms [2022-04-08 10:20:09 main:574] : INFO : Epoch 1642 | loss: 0.0311298 | val_loss: 0.0311475 | Time: 2451.95 ms [2022-04-08 10:20:11 main:574] : INFO : Epoch 1643 | loss: 0.031129 | val_loss: 0.0311471 | Time: 2501.28 ms [2022-04-08 10:20:14 main:574] : INFO : Epoch 1644 | loss: 0.0311343 | val_loss: 0.0311513 | Time: 2482.39 ms [2022-04-08 10:20:16 main:574] : INFO : Epoch 1645 | loss: 0.031131 | val_loss: 0.0311516 | Time: 2506.22 ms [2022-04-08 10:20:19 main:574] : INFO : Epoch 1646 | loss: 0.0311306 | val_loss: 0.031152 | Time: 2483.1 ms [2022-04-08 10:20:21 main:574] : INFO : Epoch 1647 | loss: 0.0311312 | val_loss: 0.0311511 | Time: 2494.12 ms [2022-04-08 10:20:24 main:574] : INFO : Epoch 1648 | loss: 0.0311324 | val_loss: 0.0311494 | Time: 2525.64 ms [2022-04-08 10:20:26 main:574] : INFO : Epoch 1649 | loss: 0.0311327 | val_loss: 0.0311494 | Time: 2485.93 ms [2022-04-08 10:20:29 main:574] : INFO : Epoch 1650 | loss: 0.0311353 | val_loss: 0.0311482 | Time: 2463.24 ms [2022-04-08 10:20:31 main:574] : INFO : Epoch 1651 | loss: 0.0311341 | val_loss: 0.0311534 | Time: 2463.2 ms [2022-04-08 10:20:34 main:574] : INFO : Epoch 1652 | loss: 0.0311333 | val_loss: 0.0311501 | Time: 2443.98 ms [2022-04-08 10:20:36 main:574] : INFO : Epoch 1653 | loss: 0.0311342 | val_loss: 0.0311511 | Time: 2482.96 ms [2022-04-08 10:20:39 main:574] : INFO : Epoch 1654 | loss: 0.0311312 | val_loss: 0.0311492 | Time: 2463.77 ms [2022-04-08 10:20:41 main:574] : INFO : Epoch 1655 | loss: 0.0311297 | val_loss: 0.0311488 | Time: 2493.82 ms [2022-04-08 10:20:44 main:574] : INFO : Epoch 1656 | loss: 0.0311293 | val_loss: 0.0311533 | Time: 2472.48 ms [2022-04-08 10:20:46 main:574] : INFO : Epoch 1657 | loss: 0.0311285 | val_loss: 0.0311522 | Time: 2505.01 ms [2022-04-08 10:20:49 main:574] : INFO : Epoch 1658 | loss: 0.0311297 | val_loss: 0.0311516 | Time: 2493.26 ms [2022-04-08 10:20:51 main:574] : INFO : Epoch 1659 | loss: 0.0311296 | val_loss: 0.031155 | Time: 2491.05 ms [2022-04-08 10:20:54 main:574] : INFO : Epoch 1660 | loss: 0.0311278 | val_loss: 0.0311555 | Time: 2513.69 ms [2022-04-08 10:20:56 main:574] : INFO : Epoch 1661 | loss: 0.0311274 | val_loss: 0.0311526 | Time: 2506.11 ms [2022-04-08 10:20:59 main:574] : INFO : Epoch 1662 | loss: 0.0311273 | val_loss: 0.0311508 | Time: 2478.47 ms [2022-04-08 10:21:01 main:574] : INFO : Epoch 1663 | loss: 0.0311273 | val_loss: 0.0311568 | Time: 2488.51 ms [2022-04-08 10:21:04 main:574] : INFO : Epoch 1664 | loss: 0.0311278 | val_loss: 0.031151 | Time: 2519.44 ms [2022-04-08 10:21:06 main:574] : INFO : Epoch 1665 | loss: 0.0311281 | val_loss: 0.0311483 | Time: 2462.5 ms [2022-04-08 10:21:09 main:574] : INFO : Epoch 1666 | loss: 0.031132 | val_loss: 0.0311561 | Time: 2478.02 ms [2022-04-08 10:21:11 main:574] : INFO : Epoch 1667 | loss: 0.0311395 | val_loss: 0.0311551 | Time: 2516.41 ms [2022-04-08 10:21:14 main:574] : INFO : Epoch 1668 | loss: 0.0311464 | val_loss: 0.0311575 | Time: 2477.56 ms [2022-04-08 10:21:16 main:574] : INFO : Epoch 1669 | loss: 0.0311469 | val_loss: 0.0311608 | Time: 2456.67 ms [2022-04-08 10:21:19 main:574] : INFO : Epoch 1670 | loss: 0.0311445 | val_loss: 0.0311541 | Time: 2470.31 ms [2022-04-08 10:21:21 main:574] : INFO : Epoch 1671 | loss: 0.0311452 | val_loss: 0.0311535 | Time: 2471.77 ms [2022-04-08 10:21:24 main:574] : INFO : Epoch 1672 | loss: 0.0311453 | val_loss: 0.0311556 | Time: 2456.31 ms [2022-04-08 10:21:26 main:574] : INFO : Epoch 1673 | loss: 0.0311434 | val_loss: 0.0311528 | Time: 2508.75 ms [2022-04-08 10:21:29 main:574] : INFO : Epoch 1674 | loss: 0.0311399 | val_loss: 0.0311516 | Time: 2517.38 ms [2022-04-08 10:21:31 main:574] : INFO : Epoch 1675 | loss: 0.03114 | val_loss: 0.0311503 | Time: 2503.91 ms [2022-04-08 10:21:34 main:574] : INFO : Epoch 1676 | loss: 0.0311376 | val_loss: 0.0311511 | Time: 2500.27 ms [2022-04-08 10:21:36 main:574] : INFO : Epoch 1677 | loss: 0.0311374 | val_loss: 0.0311469 | Time: 2483.68 ms [2022-04-08 10:21:39 main:574] : INFO : Epoch 1678 | loss: 0.0311363 | val_loss: 0.0311484 | Time: 2483.48 ms [2022-04-08 10:21:41 main:574] : INFO : Epoch 1679 | loss: 0.0311356 | val_loss: 0.0311467 | Time: 2504.82 ms [2022-04-08 10:21:44 main:574] : INFO : Epoch 1680 | loss: 0.0311348 | val_loss: 0.0311489 | Time: 2492.01 ms [2022-04-08 10:21:46 main:574] : INFO : Epoch 1681 | loss: 0.0311384 | val_loss: 0.0311507 | Time: 2502.81 ms [2022-04-08 10:21:49 main:574] : INFO : Epoch 1682 | loss: 0.0311363 | val_loss: 0.0311488 | Time: 2439.94 ms [2022-04-08 10:21:51 main:574] : INFO : Epoch 1683 | loss: 0.031137 | val_loss: 0.0311518 | Time: 2462.22 ms [2022-04-08 10:21:54 main:574] : INFO : Epoch 1684 | loss: 0.0311392 | val_loss: 0.0311529 | Time: 2475.9 ms [2022-04-08 10:21:56 main:574] : INFO : Epoch 1685 | loss: 0.0311428 | val_loss: 0.0311579 | Time: 2482.73 ms [2022-04-08 10:21:58 main:574] : INFO : Epoch 1686 | loss: 0.0311442 | val_loss: 0.0311518 | Time: 2500.72 ms [2022-04-08 10:22:01 main:574] : INFO : Epoch 1687 | loss: 0.0311438 | val_loss: 0.0311579 | Time: 2462.63 ms [2022-04-08 10:22:03 main:574] : INFO : Epoch 1688 | loss: 0.0311485 | val_loss: 0.0311594 | Time: 2464.49 ms [2022-04-08 10:22:06 main:574] : INFO : Epoch 1689 | loss: 0.0311496 | val_loss: 0.031153 | Time: 2503.57 ms [2022-04-08 10:22:08 main:574] : INFO : Epoch 1690 | loss: 0.0311655 | val_loss: 0.0311851 | Time: 2502.43 ms [2022-04-08 10:22:11 main:574] : INFO : Epoch 1691 | loss: 0.0311862 | val_loss: 0.0311835 | Time: 2512.16 ms [2022-04-08 10:22:13 main:574] : INFO : Epoch 1692 | loss: 0.0311822 | val_loss: 0.0311794 | Time: 2483.14 ms [2022-04-08 10:22:16 main:574] : INFO : Epoch 1693 | loss: 0.0311776 | val_loss: 0.0311772 | Time: 2515 ms [2022-04-08 10:22:18 main:574] : INFO : Epoch 1694 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 2439.89 ms [2022-04-08 10:22:21 main:574] : INFO : Epoch 1695 | loss: 0.0311712 | val_loss: 0.0311729 | Time: 2483.45 ms [2022-04-08 10:22:23 main:574] : INFO : Epoch 1696 | loss: 0.0311701 | val_loss: 0.031171 | Time: 2488.44 ms [2022-04-08 10:22:26 main:574] : INFO : Epoch 1697 | loss: 0.0311672 | val_loss: 0.0311693 | Time: 2496.18 ms [2022-04-08 10:22:28 main:574] : INFO : Epoch 1698 | loss: 0.0311665 | val_loss: 0.0311681 | Time: 2469.55 ms [2022-04-08 10:22:31 main:574] : INFO : Epoch 1699 | loss: 0.0311651 | val_loss: 0.0311659 | Time: 2510.44 ms [2022-04-08 10:22:33 main:574] : INFO : Epoch 1700 | loss: 0.0311639 | val_loss: 0.0311635 | Time: 2485.54 ms [2022-04-08 10:22:36 main:574] : INFO : Epoch 1701 | loss: 0.0311617 | val_loss: 0.0311641 | Time: 2480.67 ms [2022-04-08 10:22:38 main:574] : INFO : Epoch 1702 | loss: 0.0311609 | val_loss: 0.0311666 | Time: 2499.37 ms [2022-04-08 10:22:41 main:574] : INFO : Epoch 1703 | loss: 0.0311627 | val_loss: 0.0311676 | Time: 2483.64 ms [2022-04-08 10:22:43 main:574] : INFO : Epoch 1704 | loss: 0.0311617 | val_loss: 0.0311665 | Time: 2520.81 ms [2022-04-08 10:22:46 main:574] : INFO : Epoch 1705 | loss: 0.0311607 | val_loss: 0.0311633 | Time: 2481.37 ms [2022-04-08 10:22:48 main:574] : INFO : Epoch 1706 | loss: 0.0311596 | val_loss: 0.0311617 | Time: 2455.8 ms [2022-04-08 10:22:51 main:574] : INFO : Epoch 1707 | loss: 0.0311573 | val_loss: 0.0311617 | Time: 2476.67 ms [2022-04-08 10:22:53 main:574] : INFO : Epoch 1708 | loss: 0.0311572 | val_loss: 0.0311595 | Time: 2486.63 ms [2022-04-08 10:22:56 main:574] : INFO : Epoch 1709 | loss: 0.0311559 | val_loss: 0.0311604 | Time: 2493.89 ms [2022-04-08 10:22:58 main:574] : INFO : Epoch 1710 | loss: 0.031155 | val_loss: 0.031158 | Time: 2504.92 ms [2022-04-08 10:23:01 main:574] : INFO : Epoch 1711 | loss: 0.0311546 | val_loss: 0.0311572 | Time: 2504.84 ms [2022-04-08 10:23:03 main:574] : INFO : Epoch 1712 | loss: 0.0311548 | val_loss: 0.0311615 | Time: 2486.28 ms [2022-04-08 10:23:06 main:574] : INFO : Epoch 1713 | loss: 0.0311569 | val_loss: 0.0311613 | Time: 2466.99 ms [2022-04-08 10:23:08 main:574] : INFO : Epoch 1714 | loss: 0.0311564 | val_loss: 0.0311627 | Time: 2485.69 ms [2022-04-08 10:23:11 main:574] : INFO : Epoch 1715 | loss: 0.0311547 | val_loss: 0.0311593 | Time: 2461.49 ms [2022-04-08 10:23:13 main:574] : INFO : Epoch 1716 | loss: 0.0311518 | val_loss: 0.0311575 | Time: 2459.72 ms [2022-04-08 10:23:16 main:574] : INFO : Epoch 1717 | loss: 0.0311512 | val_loss: 0.0311575 | Time: 2477.46 ms [2022-04-08 10:23:18 main:574] : INFO : Epoch 1718 | loss: 0.0311511 | val_loss: 0.0311597 | Time: 2475.97 ms [2022-04-08 10:23:21 main:574] : INFO : Epoch 1719 | loss: 0.0311503 | val_loss: 0.0311582 | Time: 2466.2 ms [2022-04-08 10:23:23 main:574] : INFO : Epoch 1720 | loss: 0.0311487 | val_loss: 0.0311575 | Time: 2485.32 ms [2022-04-08 10:23:26 main:574] : INFO : Epoch 1721 | loss: 0.03115 | val_loss: 0.0311588 | Time: 2515 ms [2022-04-08 10:23:28 main:574] : INFO : Epoch 1722 | loss: 0.0311489 | val_loss: 0.0311603 | Time: 2476.34 ms [2022-04-08 10:23:31 main:574] : INFO : Epoch 1723 | loss: 0.0311616 | val_loss: 0.0311756 | Time: 2492.29 ms [2022-04-08 10:23:33 main:574] : INFO : Epoch 1724 | loss: 0.0311577 | val_loss: 0.0311656 | Time: 2462.92 ms [2022-04-08 10:23:35 main:574] : INFO : Epoch 1725 | loss: 0.0311487 | val_loss: 0.0311576 | Time: 2489.37 ms [2022-04-08 10:23:38 main:574] : INFO : Epoch 1726 | loss: 0.0311465 | val_loss: 0.0311605 | Time: 2472.59 ms [2022-04-08 10:23:40 main:574] : INFO : Epoch 1727 | loss: 0.0311506 | val_loss: 0.0311597 | Time: 2495.34 ms [2022-04-08 10:23:43 main:574] : INFO : Epoch 1728 | loss: 0.0311467 | val_loss: 0.0311548 | Time: 2460.74 ms [2022-04-08 10:23:45 main:574] : INFO : Epoch 1729 | loss: 0.0311466 | val_loss: 0.0311544 | Time: 2452.6 ms [2022-04-08 10:23:48 main:574] : INFO : Epoch 1730 | loss: 0.031151 | val_loss: 0.0311583 | Time: 2465.53 ms [2022-04-08 10:23:50 main:574] : INFO : Epoch 1731 | loss: 0.0311547 | val_loss: 0.0311638 | Time: 2488.43 ms [2022-04-08 10:23:53 main:574] : INFO : Epoch 1732 | loss: 0.0311536 | val_loss: 0.0311575 | Time: 2491.89 ms [2022-04-08 10:23:55 main:574] : INFO : Epoch 1733 | loss: 0.0311495 | val_loss: 0.0311574 | Time: 2471.41 ms [2022-04-08 10:23:58 main:574] : INFO : Epoch 1734 | loss: 0.0311476 | val_loss: 0.0311576 | Time: 2494 ms [2022-04-08 10:24:00 main:574] : INFO : Epoch 1735 | loss: 0.0311479 | val_loss: 0.0311604 | Time: 2514.62 ms [2022-04-08 10:24:03 main:574] : INFO : Epoch 1736 | loss: 0.0311513 | val_loss: 0.031161 | Time: 2478.96 ms [2022-04-08 10:24:05 main:574] : INFO : Epoch 1737 | loss: 0.0311565 | val_loss: 0.0311613 | Time: 2501.26 ms [2022-04-08 10:24:08 main:574] : INFO : Epoch 1738 | loss: 0.0311541 | val_loss: 0.0311605 | Time: 2492.17 ms [2022-04-08 10:24:10 main:574] : INFO : Epoch 1739 | loss: 0.0311523 | val_loss: 0.0311587 | Time: 2496.33 ms [2022-04-08 10:24:13 main:574] : INFO : Epoch 1740 | loss: 0.0311531 | val_loss: 0.0311593 | Time: 2509.31 ms [2022-04-08 10:24:15 main:574] : INFO : Epoch 1741 | loss: 0.0311516 | val_loss: 0.0311596 | Time: 2514.01 ms [2022-04-08 10:24:18 main:574] : INFO : Epoch 1742 | loss: 0.0311504 | val_loss: 0.0311583 | Time: 2490.29 ms [2022-04-08 10:24:20 main:574] : INFO : Epoch 1743 | loss: 0.0311503 | val_loss: 0.0311588 | Time: 2495.09 ms [2022-04-08 10:24:23 main:574] : INFO : Epoch 1744 | loss: 0.0311517 | val_loss: 0.0311599 | Time: 2519.86 ms [2022-04-08 10:24:25 main:574] : INFO : Epoch 1745 | loss: 0.0311502 | val_loss: 0.0311574 | Time: 2470.26 ms [2022-04-08 10:24:28 main:574] : INFO : Epoch 1746 | loss: 0.0311511 | val_loss: 0.0311612 | Time: 2463.8 ms [2022-04-08 10:24:30 main:574] : INFO : Epoch 1747 | loss: 0.0311524 | val_loss: 0.031163 | Time: 2489.52 ms [2022-04-08 10:24:33 main:574] : INFO : Epoch 1748 | loss: 0.0311531 | val_loss: 0.0311612 | Time: 2468.47 ms [2022-04-08 10:24:35 main:574] : INFO : Epoch 1749 | loss: 0.0311529 | val_loss: 0.0311624 | Time: 2529.5 ms [2022-04-08 10:24:38 main:574] : INFO : Epoch 1750 | loss: 0.0311509 | val_loss: 0.0311586 | Time: 2480.39 ms [2022-04-08 10:24:40 main:574] : INFO : Epoch 1751 | loss: 0.0311498 | val_loss: 0.0311592 | Time: 2464.77 ms [2022-04-08 10:24:43 main:574] : INFO : Epoch 1752 | loss: 0.0311494 | val_loss: 0.0311593 | Time: 2512.08 ms [2022-04-08 10:24:45 main:574] : INFO : Epoch 1753 | loss: 0.0311493 | val_loss: 0.0311633 | Time: 2448.43 ms [2022-04-08 10:24:48 main:574] : INFO : Epoch 1754 | loss: 0.0311485 | val_loss: 0.0311586 | Time: 2473.95 ms [2022-04-08 10:24:50 main:574] : INFO : Epoch 1755 | loss: 0.0311509 | val_loss: 0.0311639 | Time: 2471.82 ms [2022-04-08 10:24:53 main:574] : INFO : Epoch 1756 | loss: 0.0311618 | val_loss: 0.0311705 | Time: 2452.77 ms [2022-04-08 10:24:55 main:574] : INFO : Epoch 1757 | loss: 0.0311579 | val_loss: 0.0311603 | Time: 2475.2 ms [2022-04-08 10:24:58 main:574] : INFO : Epoch 1758 | loss: 0.0311552 | val_loss: 0.0311597 | Time: 2452.29 ms [2022-04-08 10:25:00 main:574] : INFO : Epoch 1759 | loss: 0.0311544 | val_loss: 0.0311597 | Time: 2444.22 ms [2022-04-08 10:25:02 main:574] : INFO : Epoch 1760 | loss: 0.0311546 | val_loss: 0.0311581 | Time: 2435.65 ms [2022-04-08 10:25:05 main:574] : INFO : Epoch 1761 | loss: 0.0311537 | val_loss: 0.0311593 | Time: 2494.88 ms [2022-04-08 10:25:07 main:574] : INFO : Epoch 1762 | loss: 0.0311536 | val_loss: 0.031159 | Time: 2480.07 ms [2022-04-08 10:25:10 main:574] : INFO : Epoch 1763 | loss: 0.0311544 | val_loss: 0.0311598 | Time: 2476.7 ms [2022-04-08 10:25:12 main:574] : INFO : Epoch 1764 | loss: 0.0311526 | val_loss: 0.0311619 | Time: 2475.74 ms [2022-04-08 10:25:15 main:574] : INFO : Epoch 1765 | loss: 0.0311506 | val_loss: 0.0311596 | Time: 2480.41 ms [2022-04-08 10:25:17 main:574] : INFO : Epoch 1766 | loss: 0.0311513 | val_loss: 0.0311618 | Time: 2435.04 ms [2022-04-08 10:25:20 main:574] : INFO : Epoch 1767 | loss: 0.0311516 | val_loss: 0.0311601 | Time: 2494.05 ms [2022-04-08 10:25:22 main:574] : INFO : Epoch 1768 | loss: 0.0311511 | val_loss: 0.0311579 | Time: 2473.49 ms [2022-04-08 10:25:25 main:574] : INFO : Epoch 1769 | loss: 0.0311498 | val_loss: 0.0311619 | Time: 2494.08 ms [2022-04-08 10:25:27 main:574] : INFO : Epoch 1770 | loss: 0.0311495 | val_loss: 0.0311572 | Time: 2496.63 ms [2022-04-08 10:25:30 main:574] : INFO : Epoch 1771 | loss: 0.0311485 | val_loss: 0.0311579 | Time: 2492.64 ms [2022-04-08 10:25:32 main:574] : INFO : Epoch 1772 | loss: 0.0311475 | val_loss: 0.0311573 | Time: 2444.48 ms [2022-04-08 10:25:35 main:574] : INFO : Epoch 1773 | loss: 0.0311461 | val_loss: 0.0311592 | Time: 2467.71 ms [2022-04-08 10:25:37 main:574] : INFO : Epoch 1774 | loss: 0.0311523 | val_loss: 0.0311586 | Time: 2457.62 ms [2022-04-08 10:25:40 main:574] : INFO : Epoch 1775 | loss: 0.0311549 | val_loss: 0.0311631 | Time: 2460.01 ms [2022-04-08 10:25:42 main:574] : INFO : Epoch 1776 | loss: 0.0311553 | val_loss: 0.0311598 | Time: 2484.78 ms [2022-04-08 10:25:45 main:574] : INFO : Epoch 1777 | loss: 0.0311526 | val_loss: 0.0311599 | Time: 2463.02 ms [2022-04-08 10:25:47 main:574] : INFO : Epoch 1778 | loss: 0.0311506 | val_loss: 0.0311587 | Time: 2466.05 ms [2022-04-08 10:25:49 main:574] : INFO : Epoch 1779 | loss: 0.0311498 | val_loss: 0.031157 | Time: 2458.48 ms [2022-04-08 10:25:52 main:574] : INFO : Epoch 1780 | loss: 0.0311487 | val_loss: 0.0311575 | Time: 2438.68 ms [2022-04-08 10:25:54 main:574] : INFO : Epoch 1781 | loss: 0.0311477 | val_loss: 0.0311577 | Time: 2499.25 ms [2022-04-08 10:25:57 main:574] : INFO : Epoch 1782 | loss: 0.031151 | val_loss: 0.03116 | Time: 2486.44 ms [2022-04-08 10:25:59 main:574] : INFO : Epoch 1783 | loss: 0.03115 | val_loss: 0.0311586 | Time: 2456.86 ms [2022-04-08 10:26:02 main:574] : INFO : Epoch 1784 | loss: 0.031148 | val_loss: 0.0311598 | Time: 2470.23 ms [2022-04-08 10:26:04 main:574] : INFO : Epoch 1785 | loss: 0.0311485 | val_loss: 0.0311585 | Time: 2480.35 ms [2022-04-08 10:26:07 main:574] : INFO : Epoch 1786 | loss: 0.0311486 | val_loss: 0.0311587 | Time: 2493 ms [2022-04-08 10:26:09 main:574] : INFO : Epoch 1787 | loss: 0.0311489 | val_loss: 0.0311602 | Time: 2496.41 ms [2022-04-08 10:26:12 main:574] : INFO : Epoch 1788 | loss: 0.0311486 | val_loss: 0.031161 | Time: 2483.56 ms [2022-04-08 10:26:14 main:574] : INFO : Epoch 1789 | loss: 0.0311477 | val_loss: 0.0311611 | Time: 2480.3 ms [2022-04-08 10:26:17 main:574] : INFO : Epoch 1790 | loss: 0.0311469 | val_loss: 0.0311603 | Time: 2456.82 ms [2022-04-08 10:26:19 main:574] : INFO : Epoch 1791 | loss: 0.0311471 | val_loss: 0.031163 | Time: 2496.06 ms [2022-04-08 10:26:22 main:574] : INFO : Epoch 1792 | loss: 0.0311479 | val_loss: 0.03116 | Time: 2491.88 ms [2022-04-08 10:26:24 main:574] : INFO : Epoch 1793 | loss: 0.0311498 | val_loss: 0.0311617 | Time: 2475.09 ms [2022-04-08 10:26:27 main:574] : INFO : Epoch 1794 | loss: 0.0311529 | val_loss: 0.0311613 | Time: 2462.42 ms [2022-04-08 10:26:29 main:574] : INFO : Epoch 1795 | loss: 0.0311521 | val_loss: 0.031161 | Time: 2458.92 ms [2022-04-08 10:26:32 main:574] : INFO : Epoch 1796 | loss: 0.031152 | val_loss: 0.0311574 | Time: 2497.14 ms [2022-04-08 10:26:34 main:574] : INFO : Epoch 1797 | loss: 0.0311526 | val_loss: 0.0311582 | Time: 2504.64 ms [2022-04-08 10:26:37 main:574] : INFO : Epoch 1798 | loss: 0.0311493 | val_loss: 0.0311563 | Time: 2441.48 ms [2022-04-08 10:26:39 main:574] : INFO : Epoch 1799 | loss: 0.0311489 | val_loss: 0.0311579 | Time: 2480.74 ms [2022-04-08 10:26:41 main:574] : INFO : Epoch 1800 | loss: 0.0311489 | val_loss: 0.0311623 | Time: 2443.78 ms [2022-04-08 10:26:44 main:574] : INFO : Epoch 1801 | loss: 0.031149 | val_loss: 0.0311547 | Time: 2446.04 ms [2022-04-08 10:26:46 main:574] : INFO : Epoch 1802 | loss: 0.0311482 | val_loss: 0.0311588 | Time: 2482.97 ms [2022-04-08 10:26:49 main:574] : INFO : Epoch 1803 | loss: 0.0311495 | val_loss: 0.0311565 | Time: 2492.33 ms [2022-04-08 10:26:51 main:574] : INFO : Epoch 1804 | loss: 0.0311501 | val_loss: 0.0311606 | Time: 2469.62 ms [2022-04-08 10:26:54 main:574] : INFO : Epoch 1805 | loss: 0.0311493 | val_loss: 0.0311571 | Time: 2507.68 ms [2022-04-08 10:26:56 main:574] : INFO : Epoch 1806 | loss: 0.0311491 | val_loss: 0.0311614 | Time: 2476 ms [2022-04-08 10:26:59 main:574] : INFO : Epoch 1807 | loss: 0.0311504 | val_loss: 0.0311594 | Time: 2477.17 ms [2022-04-08 10:27:01 main:574] : INFO : Epoch 1808 | loss: 0.0311506 | val_loss: 0.0311591 | Time: 2480.83 ms [2022-04-08 10:27:04 main:574] : INFO : Epoch 1809 | loss: 0.0311486 | val_loss: 0.0311595 | Time: 2460.07 ms [2022-04-08 10:27:06 main:574] : INFO : Epoch 1810 | loss: 0.0311495 | val_loss: 0.0311576 | Time: 2465.19 ms [2022-04-08 10:27:09 main:574] : INFO : Epoch 1811 | loss: 0.0311517 | val_loss: 0.0311623 | Time: 2456.61 ms [2022-04-08 10:27:11 main:574] : INFO : Epoch 1812 | loss: 0.03115 | val_loss: 0.0311604 | Time: 2499.45 ms [2022-04-08 10:27:14 main:574] : INFO : Epoch 1813 | loss: 0.0311497 | val_loss: 0.0311585 | Time: 2487.2 ms [2022-04-08 10:27:16 main:574] : INFO : Epoch 1814 | loss: 0.0311491 | val_loss: 0.0311575 | Time: 2499.46 ms [2022-04-08 10:27:19 main:574] : INFO : Epoch 1815 | loss: 0.0311496 | val_loss: 0.0311576 | Time: 2469.26 ms [2022-04-08 10:27:21 main:574] : INFO : Epoch 1816 | loss: 0.0311493 | val_loss: 0.0311583 | Time: 2499.12 ms [2022-04-08 10:27:24 main:574] : INFO : Epoch 1817 | loss: 0.0311473 | val_loss: 0.0311564 | Time: 2465.62 ms [2022-04-08 10:27:26 main:574] : INFO : Epoch 1818 | loss: 0.0311465 | val_loss: 0.0311563 | Time: 2479.57 ms [2022-04-08 10:27:29 main:574] : INFO : Epoch 1819 | loss: 0.0311455 | val_loss: 0.0311562 | Time: 2469.36 ms [2022-04-08 10:27:31 main:574] : INFO : Epoch 1820 | loss: 0.0311473 | val_loss: 0.0311582 | Time: 2430.36 ms [2022-04-08 10:27:34 main:574] : INFO : Epoch 1821 | loss: 0.031145 | val_loss: 0.0311549 | Time: 2475.48 ms [2022-04-08 10:27:36 main:574] : INFO : Epoch 1822 | loss: 0.0311469 | val_loss: 0.0311619 | Time: 2457.74 ms [2022-04-08 10:27:38 main:574] : INFO : Epoch 1823 | loss: 0.031167 | val_loss: 0.0311642 | Time: 2453.49 ms [2022-04-08 10:27:41 main:574] : INFO : Epoch 1824 | loss: 0.0311609 | val_loss: 0.03116 | Time: 2471.88 ms [2022-04-08 10:27:43 main:574] : INFO : Epoch 1825 | loss: 0.0311584 | val_loss: 0.0311579 | Time: 2446.34 ms [2022-04-08 10:27:46 main:574] : INFO : Epoch 1826 | loss: 0.0311572 | val_loss: 0.0311614 | Time: 2472.17 ms [2022-04-08 10:27:48 main:574] : INFO : Epoch 1827 | loss: 0.0311545 | val_loss: 0.0311565 | Time: 2462.98 ms [2022-04-08 10:27:51 main:574] : INFO : Epoch 1828 | loss: 0.0311535 | val_loss: 0.031157 | Time: 2467.68 ms [2022-04-08 10:27:53 main:574] : INFO : Epoch 1829 | loss: 0.0311525 | val_loss: 0.0311565 | Time: 2500.9 ms [2022-04-08 10:27:56 main:574] : INFO : Epoch 1830 | loss: 0.0311515 | val_loss: 0.031156 | Time: 2461.58 ms [2022-04-08 10:27:58 main:574] : INFO : Epoch 1831 | loss: 0.0311518 | val_loss: 0.0311562 | Time: 2471.57 ms [2022-04-08 10:28:01 main:574] : INFO : Epoch 1832 | loss: 0.0311514 | val_loss: 0.0311573 | Time: 2467.55 ms [2022-04-08 10:28:03 main:574] : INFO : Epoch 1833 | loss: 0.0311506 | val_loss: 0.0311585 | Time: 2499.5 ms [2022-04-08 10:28:06 main:574] : INFO : Epoch 1834 | loss: 0.0311525 | val_loss: 0.0311558 | Time: 2482.63 ms [2022-04-08 10:28:08 main:574] : INFO : Epoch 1835 | loss: 0.0311516 | val_loss: 0.0311571 | Time: 2499.31 ms [2022-04-08 10:28:11 main:574] : INFO : Epoch 1836 | loss: 0.0311518 | val_loss: 0.0311572 | Time: 2468.55 ms [2022-04-08 10:28:13 main:574] : INFO : Epoch 1837 | loss: 0.0311506 | val_loss: 0.0311552 | Time: 2467.88 ms [2022-04-08 10:28:16 main:574] : INFO : Epoch 1838 | loss: 0.0311492 | val_loss: 0.0311564 | Time: 2459.78 ms [2022-04-08 10:28:18 main:574] : INFO : Epoch 1839 | loss: 0.0311493 | val_loss: 0.0311573 | Time: 2474.24 ms [2022-04-08 10:28:21 main:574] : INFO : Epoch 1840 | loss: 0.0311483 | val_loss: 0.0311548 | Time: 2472.98 ms [2022-04-08 10:28:23 main:574] : INFO : Epoch 1841 | loss: 0.0311473 | val_loss: 0.0311566 | Time: 2491.75 ms [2022-04-08 10:28:25 main:574] : INFO : Epoch 1842 | loss: 0.0311477 | val_loss: 0.0311554 | Time: 2479.53 ms [2022-04-08 10:28:28 main:574] : INFO : Epoch 1843 | loss: 0.0311484 | val_loss: 0.0311548 | Time: 2490.68 ms [2022-04-08 10:28:30 main:574] : INFO : Epoch 1844 | loss: 0.0311468 | val_loss: 0.0311576 | Time: 2471.34 ms [2022-04-08 10:28:33 main:574] : INFO : Epoch 1845 | loss: 0.0311449 | val_loss: 0.031155 | Time: 2493.76 ms [2022-04-08 10:28:35 main:574] : INFO : Epoch 1846 | loss: 0.0311464 | val_loss: 0.0311547 | Time: 2441.95 ms [2022-04-08 10:28:38 main:574] : INFO : Epoch 1847 | loss: 0.0311461 | val_loss: 0.0311541 | Time: 2482.2 ms [2022-04-08 10:28:40 main:574] : INFO : Epoch 1848 | loss: 0.0311447 | val_loss: 0.031154 | Time: 2474.93 ms [2022-04-08 10:28:43 main:574] : INFO : Epoch 1849 | loss: 0.0311444 | val_loss: 0.0311539 | Time: 2446.11 ms [2022-04-08 10:28:45 main:574] : INFO : Epoch 1850 | loss: 0.031144 | val_loss: 0.0311558 | Time: 2464.39 ms [2022-04-08 10:28:48 main:574] : INFO : Epoch 1851 | loss: 0.0311426 | val_loss: 0.0311544 | Time: 2508.71 ms [2022-04-08 10:28:50 main:574] : INFO : Epoch 1852 | loss: 0.0311427 | val_loss: 0.0311577 | Time: 2507.62 ms [2022-04-08 10:28:53 main:574] : INFO : Epoch 1853 | loss: 0.0311473 | val_loss: 0.0311667 | Time: 2457.29 ms [2022-04-08 10:28:55 main:574] : INFO : Epoch 1854 | loss: 0.0311465 | val_loss: 0.0311546 | Time: 2473.89 ms [2022-04-08 10:28:58 main:574] : INFO : Epoch 1855 | loss: 0.0311413 | val_loss: 0.0311533 | Time: 2472.03 ms [2022-04-08 10:29:00 main:574] : INFO : Epoch 1856 | loss: 0.0311408 | val_loss: 0.0311568 | Time: 2464.15 ms [2022-04-08 10:29:03 main:574] : INFO : Epoch 1857 | loss: 0.0311425 | val_loss: 0.0311542 | Time: 2516.15 ms [2022-04-08 10:29:05 main:574] : INFO : Epoch 1858 | loss: 0.031143 | val_loss: 0.0311543 | Time: 2482.39 ms [2022-04-08 10:29:08 main:574] : INFO : Epoch 1859 | loss: 0.0311419 | val_loss: 0.0311573 | Time: 2466.08 ms [2022-04-08 10:29:10 main:574] : INFO : Epoch 1860 | loss: 0.0311512 | val_loss: 0.0311585 | Time: 2475.29 ms [2022-04-08 10:29:13 main:574] : INFO : Epoch 1861 | loss: 0.0311502 | val_loss: 0.031157 | Time: 2508.2 ms [2022-04-08 10:29:15 main:574] : INFO : Epoch 1862 | loss: 0.0311493 | val_loss: 0.0311528 | Time: 2482.4 ms [2022-04-08 10:29:18 main:574] : INFO : Epoch 1863 | loss: 0.031146 | val_loss: 0.0311521 | Time: 2478.02 ms [2022-04-08 10:29:20 main:574] : INFO : Epoch 1864 | loss: 0.0311448 | val_loss: 0.0311527 | Time: 2494.94 ms [2022-04-08 10:29:23 main:574] : INFO : Epoch 1865 | loss: 0.0311453 | val_loss: 0.0311518 | Time: 2462.7 ms [2022-04-08 10:29:25 main:574] : INFO : Epoch 1866 | loss: 0.0311431 | val_loss: 0.0311525 | Time: 2524.68 ms [2022-04-08 10:29:28 main:574] : INFO : Epoch 1867 | loss: 0.0311468 | val_loss: 0.0311527 | Time: 2456.33 ms [2022-04-08 10:29:30 main:574] : INFO : Epoch 1868 | loss: 0.031145 | val_loss: 0.0311535 | Time: 2483.43 ms [2022-04-08 10:29:33 main:574] : INFO : Epoch 1869 | loss: 0.0311454 | val_loss: 0.0311501 | Time: 2492.64 ms [2022-04-08 10:29:35 main:574] : INFO : Epoch 1870 | loss: 0.0311431 | val_loss: 0.0311524 | Time: 2446.4 ms [2022-04-08 10:29:37 main:574] : INFO : Epoch 1871 | loss: 0.031146 | val_loss: 0.0311558 | Time: 2499.39 ms [2022-04-08 10:29:40 main:574] : INFO : Epoch 1872 | loss: 0.0311447 | val_loss: 0.0311514 | Time: 2480.25 ms [2022-04-08 10:29:42 main:574] : INFO : Epoch 1873 | loss: 0.031143 | val_loss: 0.0311522 | Time: 2459.4 ms [2022-04-08 10:29:45 main:574] : INFO : Epoch 1874 | loss: 0.0311423 | val_loss: 0.0311532 | Time: 2468.37 ms [2022-04-08 10:29:47 main:574] : INFO : Epoch 1875 | loss: 0.031142 | val_loss: 0.0311523 | Time: 2437.01 ms [2022-04-08 10:29:50 main:574] : INFO : Epoch 1876 | loss: 0.0311407 | val_loss: 0.0311519 | Time: 2477.25 ms [2022-04-08 10:29:52 main:574] : INFO : Epoch 1877 | loss: 0.0311427 | val_loss: 0.0311518 | Time: 2489.91 ms [2022-04-08 10:29:55 main:574] : INFO : Epoch 1878 | loss: 0.0311416 | val_loss: 0.0311537 | Time: 2437 ms [2022-04-08 10:29:57 main:574] : INFO : Epoch 1879 | loss: 0.031142 | val_loss: 0.0311545 | Time: 2483.37 ms [2022-04-08 10:30:00 main:574] : INFO : Epoch 1880 | loss: 0.0311451 | val_loss: 0.0311579 | Time: 2458.61 ms [2022-04-08 10:30:02 main:574] : INFO : Epoch 1881 | loss: 0.0311425 | val_loss: 0.0311542 | Time: 2440.66 ms [2022-04-08 10:30:05 main:574] : INFO : Epoch 1882 | loss: 0.0311395 | val_loss: 0.0311531 | Time: 2448.28 ms [2022-04-08 10:30:07 main:574] : INFO : Epoch 1883 | loss: 0.0311389 | val_loss: 0.0311526 | Time: 2500.99 ms [2022-04-08 10:30:10 main:574] : INFO : Epoch 1884 | loss: 0.0311378 | val_loss: 0.0311544 | Time: 2478.19 ms [2022-04-08 10:30:12 main:574] : INFO : Epoch 1885 | loss: 0.0311417 | val_loss: 0.0311563 | Time: 2471.88 ms [2022-04-08 10:30:15 main:574] : INFO : Epoch 1886 | loss: 0.0311402 | val_loss: 0.0311522 | Time: 2496.73 ms [2022-04-08 10:30:17 main:574] : INFO : Epoch 1887 | loss: 0.0311403 | val_loss: 0.0311557 | Time: 2509.32 ms [2022-04-08 10:30:20 main:574] : INFO : Epoch 1888 | loss: 0.0311386 | val_loss: 0.0311517 | Time: 2490.88 ms [2022-04-08 10:30:22 main:574] : INFO : Epoch 1889 | loss: 0.0311382 | val_loss: 0.0311528 | Time: 2477.37 ms [2022-04-08 10:30:25 main:574] : INFO : Epoch 1890 | loss: 0.0311371 | val_loss: 0.0311524 | Time: 2474.3 ms [2022-04-08 10:30:27 main:574] : INFO : Epoch 1891 | loss: 0.0311368 | val_loss: 0.0311546 | Time: 2486.02 ms [2022-04-08 10:30:29 main:574] : INFO : Epoch 1892 | loss: 0.0311372 | val_loss: 0.0311556 | Time: 2475.51 ms [2022-04-08 10:30:32 main:574] : INFO : Epoch 1893 | loss: 0.031139 | val_loss: 0.0311519 | Time: 2489.5 ms [2022-04-08 10:30:34 main:574] : INFO : Epoch 1894 | loss: 0.0311416 | val_loss: 0.0311562 | Time: 2466.8 ms [2022-04-08 10:30:37 main:574] : INFO : Epoch 1895 | loss: 0.0311427 | val_loss: 0.0311601 | Time: 2494.8 ms [2022-04-08 10:30:39 main:574] : INFO : Epoch 1896 | loss: 0.0311432 | val_loss: 0.0311564 | Time: 2507.36 ms [2022-04-08 10:30:42 main:574] : INFO : Epoch 1897 | loss: 0.0311423 | val_loss: 0.0311545 | Time: 2464.48 ms [2022-04-08 10:30:44 main:574] : INFO : Epoch 1898 | loss: 0.0311405 | val_loss: 0.0311528 | Time: 2489.84 ms [2022-04-08 10:30:47 main:574] : INFO : Epoch 1899 | loss: 0.0311394 | val_loss: 0.0311525 | Time: 2461.89 ms [2022-04-08 10:30:49 main:574] : INFO : Epoch 1900 | loss: 0.0311391 | val_loss: 0.0311535 | Time: 2482.86 ms [2022-04-08 10:30:52 main:574] : INFO : Epoch 1901 | loss: 0.0311373 | val_loss: 0.031153 | Time: 2451.09 ms [2022-04-08 10:30:54 main:574] : INFO : Epoch 1902 | loss: 0.0311367 | val_loss: 0.0311539 | Time: 2494.54 ms [2022-04-08 10:30:57 main:574] : INFO : Epoch 1903 | loss: 0.0311368 | val_loss: 0.0311545 | Time: 2474.91 ms [2022-04-08 10:30:59 main:574] : INFO : Epoch 1904 | loss: 0.0311359 | val_loss: 0.0311514 | Time: 2452.57 ms [2022-04-08 10:31:02 main:574] : INFO : Epoch 1905 | loss: 0.0311352 | val_loss: 0.0311521 | Time: 2466.56 ms [2022-04-08 10:31:04 main:574] : INFO : Epoch 1906 | loss: 0.031135 | val_loss: 0.0311553 | Time: 2482.84 ms [2022-04-08 10:31:07 main:574] : INFO : Epoch 1907 | loss: 0.0311362 | val_loss: 0.0311536 | Time: 2481.62 ms [2022-04-08 10:31:09 main:574] : INFO : Epoch 1908 | loss: 0.0311366 | val_loss: 0.031157 | Time: 2481.1 ms [2022-04-08 10:31:12 main:574] : INFO : Epoch 1909 | loss: 0.0311378 | val_loss: 0.0311539 | Time: 2441.14 ms [2022-04-08 10:31:14 main:574] : INFO : Epoch 1910 | loss: 0.031137 | val_loss: 0.0311524 | Time: 2469.15 ms [2022-04-08 10:31:17 main:574] : INFO : Epoch 1911 | loss: 0.0311363 | val_loss: 0.0311551 | Time: 2468.74 ms [2022-04-08 10:31:19 main:574] : INFO : Epoch 1912 | loss: 0.0311346 | val_loss: 0.0311536 | Time: 2471.62 ms [2022-04-08 10:31:22 main:574] : INFO : Epoch 1913 | loss: 0.0311351 | val_loss: 0.0311549 | Time: 2496.97 ms [2022-04-08 10:31:24 main:574] : INFO : Epoch 1914 | loss: 0.0311346 | val_loss: 0.031153 | Time: 2453.04 ms [2022-04-08 10:31:26 main:574] : INFO : Epoch 1915 | loss: 0.0311343 | val_loss: 0.0311517 | Time: 2463.98 ms [2022-04-08 10:31:29 main:574] : INFO : Epoch 1916 | loss: 0.0311342 | val_loss: 0.0311523 | Time: 2437.49 ms [2022-04-08 10:31:31 main:574] : INFO : Epoch 1917 | loss: 0.0311335 | val_loss: 0.0311528 | Time: 2481.59 ms [2022-04-08 10:31:34 main:574] : INFO : Epoch 1918 | loss: 0.0311332 | val_loss: 0.0311548 | Time: 2498.19 ms [2022-04-08 10:31:36 main:574] : INFO : Epoch 1919 | loss: 0.0311337 | val_loss: 0.031155 | Time: 2472.07 ms [2022-04-08 10:31:39 main:574] : INFO : Epoch 1920 | loss: 0.0311341 | val_loss: 0.031155 | Time: 2492.12 ms [2022-04-08 10:31:41 main:574] : INFO : Epoch 1921 | loss: 0.0311367 | val_loss: 0.0311534 | Time: 2504.7 ms [2022-04-08 10:31:44 main:574] : INFO : Epoch 1922 | loss: 0.0311375 | val_loss: 0.0311558 | Time: 2459.18 ms [2022-04-08 10:31:46 main:574] : INFO : Epoch 1923 | loss: 0.0311353 | val_loss: 0.0311531 | Time: 2454.01 ms [2022-04-08 10:31:49 main:574] : INFO : Epoch 1924 | loss: 0.0311371 | val_loss: 0.0311642 | Time: 2494.07 ms [2022-04-08 10:31:51 main:574] : INFO : Epoch 1925 | loss: 0.0311355 | val_loss: 0.031152 | Time: 2487.84 ms [2022-04-08 10:31:54 main:574] : INFO : Epoch 1926 | loss: 0.0311347 | val_loss: 0.0311531 | Time: 2501.47 ms [2022-04-08 10:31:56 main:574] : INFO : Epoch 1927 | loss: 0.0311342 | val_loss: 0.0311606 | Time: 2489.12 ms [2022-04-08 10:31:59 main:574] : INFO : Epoch 1928 | loss: 0.0311344 | val_loss: 0.0311529 | Time: 2469.68 ms [2022-04-08 10:32:01 main:574] : INFO : Epoch 1929 | loss: 0.0311335 | val_loss: 0.0311561 | Time: 2486.42 ms [2022-04-08 10:32:04 main:574] : INFO : Epoch 1930 | loss: 0.0311343 | val_loss: 0.0311546 | Time: 2471.76 ms [2022-04-08 10:32:06 main:574] : INFO : Epoch 1931 | loss: 0.0311333 | val_loss: 0.0311539 | Time: 2464.92 ms [2022-04-08 10:32:09 main:574] : INFO : Epoch 1932 | loss: 0.0311333 | val_loss: 0.0311558 | Time: 2473.55 ms [2022-04-08 10:32:11 main:574] : INFO : Epoch 1933 | loss: 0.031134 | val_loss: 0.0311531 | Time: 2455.87 ms [2022-04-08 10:32:14 main:574] : INFO : Epoch 1934 | loss: 0.0311343 | val_loss: 0.0311558 | Time: 2447.31 ms [2022-04-08 10:32:16 main:574] : INFO : Epoch 1935 | loss: 0.0311346 | val_loss: 0.0311523 | Time: 2472.43 ms [2022-04-08 10:32:18 main:574] : INFO : Epoch 1936 | loss: 0.031133 | val_loss: 0.0311538 | Time: 2468.9 ms [2022-04-08 10:32:21 main:574] : INFO : Epoch 1937 | loss: 0.0311325 | val_loss: 0.0311543 | Time: 2462.41 ms [2022-04-08 10:32:23 main:574] : INFO : Epoch 1938 | loss: 0.0311321 | val_loss: 0.0311536 | Time: 2500.4 ms [2022-04-08 10:32:26 main:574] : INFO : Epoch 1939 | loss: 0.0311329 | val_loss: 0.0311579 | Time: 2479.64 ms [2022-04-08 10:32:28 main:574] : INFO : Epoch 1940 | loss: 0.0311359 | val_loss: 0.0311506 | Time: 2494.72 ms [2022-04-08 10:32:31 main:574] : INFO : Epoch 1941 | loss: 0.0311352 | val_loss: 0.0311542 | Time: 2484.22 ms [2022-04-08 10:32:33 main:574] : INFO : Epoch 1942 | loss: 0.0311411 | val_loss: 0.0311697 | Time: 2493.72 ms [2022-04-08 10:32:36 main:574] : INFO : Epoch 1943 | loss: 0.0322565 | val_loss: 0.0413745 | Time: 2501.9 ms [2022-04-08 10:32:38 main:574] : INFO : Epoch 1944 | loss: 0.0355392 | val_loss: 0.0325667 | Time: 2497.85 ms [2022-04-08 10:32:41 main:574] : INFO : Epoch 1945 | loss: 0.0317462 | val_loss: 0.0313169 | Time: 2458.88 ms [2022-04-08 10:32:43 main:574] : INFO : Epoch 1946 | loss: 0.0312774 | val_loss: 0.0312101 | Time: 2472.37 ms [2022-04-08 10:32:46 main:574] : INFO : Epoch 1947 | loss: 0.0312024 | val_loss: 0.0311872 | Time: 2500.25 ms [2022-04-08 10:32:48 main:574] : INFO : Epoch 1948 | loss: 0.0311847 | val_loss: 0.0311784 | Time: 2450.98 ms [2022-04-08 10:32:51 main:574] : INFO : Epoch 1949 | loss: 0.0311774 | val_loss: 0.0311736 | Time: 2474.17 ms [2022-04-08 10:32:53 main:574] : INFO : Epoch 1950 | loss: 0.0311667 | val_loss: 0.0311679 | Time: 2507.84 ms [2022-04-08 10:32:56 main:574] : INFO : Epoch 1951 | loss: 0.0311604 | val_loss: 0.0311661 | Time: 2489.41 ms [2022-04-08 10:32:58 main:574] : INFO : Epoch 1952 | loss: 0.0311566 | val_loss: 0.0311642 | Time: 2493.93 ms [2022-04-08 10:33:01 main:574] : INFO : Epoch 1953 | loss: 0.0311542 | val_loss: 0.0311646 | Time: 2511.96 ms [2022-04-08 10:33:03 main:574] : INFO : Epoch 1954 | loss: 0.0311521 | val_loss: 0.0311616 | Time: 2457.02 ms [2022-04-08 10:33:06 main:574] : INFO : Epoch 1955 | loss: 0.0311503 | val_loss: 0.0311591 | Time: 2494.26 ms [2022-04-08 10:33:08 main:574] : INFO : Epoch 1956 | loss: 0.0311493 | val_loss: 0.0311573 | Time: 2474.03 ms [2022-04-08 10:33:11 main:574] : INFO : Epoch 1957 | loss: 0.031148 | val_loss: 0.0311569 | Time: 2493.14 ms [2022-04-08 10:33:13 main:574] : INFO : Epoch 1958 | loss: 0.0311473 | val_loss: 0.0311559 | Time: 2482.13 ms [2022-04-08 10:33:16 main:574] : INFO : Epoch 1959 | loss: 0.0311465 | val_loss: 0.0311552 | Time: 2484.59 ms [2022-04-08 10:33:18 main:574] : INFO : Epoch 1960 | loss: 0.0311494 | val_loss: 0.0311576 | Time: 2499.13 ms [2022-04-08 10:33:21 main:574] : INFO : Epoch 1961 | loss: 0.031149 | val_loss: 0.0311552 | Time: 2487.38 ms [2022-04-08 10:33:23 main:574] : INFO : Epoch 1962 | loss: 0.0311503 | val_loss: 0.0311576 | Time: 2502.75 ms [2022-04-08 10:33:26 main:574] : INFO : Epoch 1963 | loss: 0.0311501 | val_loss: 0.0311563 | Time: 2510.57 ms [2022-04-08 10:33:28 main:574] : INFO : Epoch 1964 | loss: 0.0311491 | val_loss: 0.0311564 | Time: 2484.14 ms [2022-04-08 10:33:31 main:574] : INFO : Epoch 1965 | loss: 0.0311478 | val_loss: 0.0311563 | Time: 2463.63 ms [2022-04-08 10:33:33 main:574] : INFO : Epoch 1966 | loss: 0.0311506 | val_loss: 0.0311568 | Time: 2500.02 ms [2022-04-08 10:33:36 main:574] : INFO : Epoch 1967 | loss: 0.0311501 | val_loss: 0.0311568 | Time: 2480.12 ms [2022-04-08 10:33:38 main:574] : INFO : Epoch 1968 | loss: 0.0311503 | val_loss: 0.0311567 | Time: 2461.94 ms [2022-04-08 10:33:41 main:574] : INFO : Epoch 1969 | loss: 0.0311487 | val_loss: 0.031155 | Time: 2488.28 ms [2022-04-08 10:33:43 main:574] : INFO : Epoch 1970 | loss: 0.0311472 | val_loss: 0.0311512 | Time: 2471.14 ms [2022-04-08 10:33:46 main:574] : INFO : Epoch 1971 | loss: 0.0311471 | val_loss: 0.0311555 | Time: 2469.78 ms [2022-04-08 10:33:48 main:574] : INFO : Epoch 1972 | loss: 0.0311476 | val_loss: 0.0311551 | Time: 2457.75 ms [2022-04-08 10:33:50 main:574] : INFO : Epoch 1973 | loss: 0.0311467 | val_loss: 0.0311543 | Time: 2474.58 ms [2022-04-08 10:33:53 main:574] : INFO : Epoch 1974 | loss: 0.0311458 | val_loss: 0.0311538 | Time: 2450.89 ms [2022-04-08 10:33:55 main:574] : INFO : Epoch 1975 | loss: 0.0311447 | val_loss: 0.0311556 | Time: 2468.58 ms [2022-04-08 10:33:58 main:574] : INFO : Epoch 1976 | loss: 0.0311439 | val_loss: 0.031155 | Time: 2466.06 ms [2022-04-08 10:34:00 main:574] : INFO : Epoch 1977 | loss: 0.0311434 | val_loss: 0.0311549 | Time: 2464.36 ms [2022-04-08 10:34:03 main:574] : INFO : Epoch 1978 | loss: 0.0311429 | val_loss: 0.0311543 | Time: 2460.32 ms [2022-04-08 10:34:05 main:574] : INFO : Epoch 1979 | loss: 0.0311417 | val_loss: 0.0311536 | Time: 2491.18 ms [2022-04-08 10:34:08 main:574] : INFO : Epoch 1980 | loss: 0.0311414 | val_loss: 0.0311548 | Time: 2475.63 ms [2022-04-08 10:34:10 main:574] : INFO : Epoch 1981 | loss: 0.0311418 | val_loss: 0.0311558 | Time: 2493.62 ms [2022-04-08 10:34:13 main:574] : INFO : Epoch 1982 | loss: 0.0311419 | val_loss: 0.0311553 | Time: 2469.4 ms [2022-04-08 10:34:15 main:574] : INFO : Epoch 1983 | loss: 0.0311442 | val_loss: 0.0311514 | Time: 2500.29 ms [2022-04-08 10:34:18 main:574] : INFO : Epoch 1984 | loss: 0.0311433 | val_loss: 0.0311524 | Time: 2487.58 ms [2022-04-08 10:34:20 main:574] : INFO : Epoch 1985 | loss: 0.0311426 | val_loss: 0.031153 | Time: 2479.11 ms [2022-04-08 10:34:23 main:574] : INFO : Epoch 1986 | loss: 0.0311417 | val_loss: 0.0311523 | Time: 2508.23 ms [2022-04-08 10:34:25 main:574] : INFO : Epoch 1987 | loss: 0.0311417 | val_loss: 0.0311542 | Time: 2451.22 ms [2022-04-08 10:34:28 main:574] : INFO : Epoch 1988 | loss: 0.0311412 | val_loss: 0.0311519 | Time: 2492.43 ms [2022-04-08 10:34:30 main:574] : INFO : Epoch 1989 | loss: 0.0311397 | val_loss: 0.0311539 | Time: 2496.65 ms [2022-04-08 10:34:33 main:574] : INFO : Epoch 1990 | loss: 0.0311406 | val_loss: 0.0311539 | Time: 2478.01 ms [2022-04-08 10:34:35 main:574] : INFO : Epoch 1991 | loss: 0.0311424 | val_loss: 0.0311544 | Time: 2486.44 ms [2022-04-08 10:34:38 main:574] : INFO : Epoch 1992 | loss: 0.0311417 | val_loss: 0.0311548 | Time: 2470.93 ms [2022-04-08 10:34:40 main:574] : INFO : Epoch 1993 | loss: 0.031142 | val_loss: 0.0311544 | Time: 2497.65 ms [2022-04-08 10:34:43 main:574] : INFO : Epoch 1994 | loss: 0.0311413 | val_loss: 0.0311556 | Time: 2482.41 ms [2022-04-08 10:34:45 main:574] : INFO : Epoch 1995 | loss: 0.0311429 | val_loss: 0.0311562 | Time: 2465.45 ms [2022-04-08 10:34:48 main:574] : INFO : Epoch 1996 | loss: 0.0311438 | val_loss: 0.0311536 | Time: 2472.61 ms [2022-04-08 10:34:50 main:574] : INFO : Epoch 1997 | loss: 0.0311426 | val_loss: 0.0311551 | Time: 2472.68 ms [2022-04-08 10:34:52 main:574] : INFO : Epoch 1998 | loss: 0.0311429 | val_loss: 0.0311553 | Time: 2462.34 ms [2022-04-08 10:34:55 main:574] : INFO : Epoch 1999 | loss: 0.0311433 | val_loss: 0.0311569 | Time: 2455.57 ms [2022-04-08 10:34:57 main:574] : INFO : Epoch 2000 | loss: 0.0311435 | val_loss: 0.0311577 | Time: 2484.47 ms [2022-04-08 10:35:00 main:574] : INFO : Epoch 2001 | loss: 0.0311436 | val_loss: 0.0311557 | Time: 2476.82 ms [2022-04-08 10:35:02 main:574] : INFO : Epoch 2002 | loss: 0.0311445 | val_loss: 0.0311572 | Time: 2488 ms [2022-04-08 10:35:05 main:574] : INFO : Epoch 2003 | loss: 0.0311444 | val_loss: 0.031156 | Time: 2482.37 ms [2022-04-08 10:35:07 main:574] : INFO : Epoch 2004 | loss: 0.0311429 | val_loss: 0.0311557 | Time: 2480.51 ms [2022-04-08 10:35:10 main:574] : INFO : Epoch 2005 | loss: 0.0311452 | val_loss: 0.031162 | Time: 2475.47 ms [2022-04-08 10:35:12 main:574] : INFO : Epoch 2006 | loss: 0.0311523 | val_loss: 0.0311612 | Time: 2450.97 ms [2022-04-08 10:35:15 main:574] : INFO : Epoch 2007 | loss: 0.0311507 | val_loss: 0.0311582 | Time: 2470.57 ms [2022-04-08 10:35:17 main:574] : INFO : Epoch 2008 | loss: 0.0311481 | val_loss: 0.0311558 | Time: 2495.46 ms [2022-04-08 10:35:20 main:574] : INFO : Epoch 2009 | loss: 0.0311475 | val_loss: 0.03116 | Time: 2464.22 ms [2022-04-08 10:35:22 main:574] : INFO : Epoch 2010 | loss: 0.0311477 | val_loss: 0.0311569 | Time: 2463.87 ms [2022-04-08 10:35:25 main:574] : INFO : Epoch 2011 | loss: 0.0311457 | val_loss: 0.0311566 | Time: 2474.12 ms [2022-04-08 10:35:27 main:574] : INFO : Epoch 2012 | loss: 0.0311445 | val_loss: 0.0311552 | Time: 2480.63 ms [2022-04-08 10:35:30 main:574] : INFO : Epoch 2013 | loss: 0.0311432 | val_loss: 0.0311539 | Time: 2481.61 ms [2022-04-08 10:35:32 main:574] : INFO : Epoch 2014 | loss: 0.0311423 | val_loss: 0.0311541 | Time: 2437.94 ms [2022-04-08 10:35:35 main:574] : INFO : Epoch 2015 | loss: 0.0311433 | val_loss: 0.031156 | Time: 2501.97 ms [2022-04-08 10:35:37 main:574] : INFO : Epoch 2016 | loss: 0.0311464 | val_loss: 0.0311591 | Time: 2469.44 ms [2022-04-08 10:35:40 main:574] : INFO : Epoch 2017 | loss: 0.0311456 | val_loss: 0.0311587 | Time: 2494.67 ms [2022-04-08 10:35:42 main:574] : INFO : Epoch 2018 | loss: 0.03115 | val_loss: 0.0311616 | Time: 2488.03 ms [2022-04-08 10:35:45 main:574] : INFO : Epoch 2019 | loss: 0.0311529 | val_loss: 0.0311591 | Time: 2503.7 ms [2022-04-08 10:35:47 main:574] : INFO : Epoch 2020 | loss: 0.0311503 | val_loss: 0.031158 | Time: 2480.01 ms [2022-04-08 10:35:49 main:574] : INFO : Epoch 2021 | loss: 0.0311475 | val_loss: 0.031157 | Time: 2479.18 ms [2022-04-08 10:35:52 main:574] : INFO : Epoch 2022 | loss: 0.0311468 | val_loss: 0.0311579 | Time: 2492.32 ms [2022-04-08 10:35:54 main:574] : INFO : Epoch 2023 | loss: 0.0311443 | val_loss: 0.031158 | Time: 2469.2 ms [2022-04-08 10:35:57 main:574] : INFO : Epoch 2024 | loss: 0.0311447 | val_loss: 0.0311586 | Time: 2451.06 ms [2022-04-08 10:35:59 main:574] : INFO : Epoch 2025 | loss: 0.0311436 | val_loss: 0.0311594 | Time: 2459.59 ms [2022-04-08 10:36:02 main:574] : INFO : Epoch 2026 | loss: 0.0311419 | val_loss: 0.0311588 | Time: 2474.3 ms [2022-04-08 10:36:04 main:574] : INFO : Epoch 2027 | loss: 0.0311441 | val_loss: 0.0311583 | Time: 2454.76 ms [2022-04-08 10:36:07 main:574] : INFO : Epoch 2028 | loss: 0.0311416 | val_loss: 0.0311565 | Time: 2459.32 ms [2022-04-08 10:36:09 main:574] : INFO : Epoch 2029 | loss: 0.0311415 | val_loss: 0.0311574 | Time: 2495.18 ms [2022-04-08 10:36:12 main:574] : INFO : Epoch 2030 | loss: 0.0311409 | val_loss: 0.0311562 | Time: 2486.17 ms [2022-04-08 10:36:14 main:574] : INFO : Epoch 2031 | loss: 0.0311409 | val_loss: 0.0311576 | Time: 2493.1 ms [2022-04-08 10:36:17 main:574] : INFO : Epoch 2032 | loss: 0.0311396 | val_loss: 0.0311571 | Time: 2481.64 ms [2022-04-08 10:36:19 main:574] : INFO : Epoch 2033 | loss: 0.0311376 | val_loss: 0.0311554 | Time: 2485.29 ms [2022-04-08 10:36:22 main:574] : INFO : Epoch 2034 | loss: 0.0311389 | val_loss: 0.0311531 | Time: 2483.43 ms [2022-04-08 10:36:24 main:574] : INFO : Epoch 2035 | loss: 0.0311442 | val_loss: 0.0311549 | Time: 2494.61 ms [2022-04-08 10:36:27 main:574] : INFO : Epoch 2036 | loss: 0.0311451 | val_loss: 0.0311564 | Time: 2487.53 ms [2022-04-08 10:36:29 main:574] : INFO : Epoch 2037 | loss: 0.0311449 | val_loss: 0.031155 | Time: 2460.86 ms [2022-04-08 10:36:32 main:574] : INFO : Epoch 2038 | loss: 0.0311468 | val_loss: 0.0311545 | Time: 2490.3 ms [2022-04-08 10:36:34 main:574] : INFO : Epoch 2039 | loss: 0.031145 | val_loss: 0.0311547 | Time: 2488.49 ms [2022-04-08 10:36:37 main:574] : INFO : Epoch 2040 | loss: 0.0311439 | val_loss: 0.0311567 | Time: 2487.58 ms [2022-04-08 10:36:39 main:574] : INFO : Epoch 2041 | loss: 0.0311452 | val_loss: 0.0311561 | Time: 2497.44 ms [2022-04-08 10:36:42 main:574] : INFO : Epoch 2042 | loss: 0.0311415 | val_loss: 0.0311544 | Time: 2469.44 ms [2022-04-08 10:36:44 main:574] : INFO : Epoch 2043 | loss: 0.0311411 | val_loss: 0.0311542 | Time: 2476.76 ms [2022-04-08 10:36:47 main:574] : INFO : Epoch 2044 | loss: 0.0311406 | val_loss: 0.0311538 | Time: 2461.67 ms [2022-04-08 10:36:49 main:574] : INFO : Epoch 2045 | loss: 0.0311394 | val_loss: 0.0311515 | Time: 2469.89 ms [2022-04-08 10:36:52 main:574] : INFO : Epoch 2046 | loss: 0.0311391 | val_loss: 0.0311522 | Time: 2490.24 ms [2022-04-08 10:36:54 main:574] : INFO : Epoch 2047 | loss: 0.0311393 | val_loss: 0.0311523 | Time: 2429.92 ms [2022-04-08 10:36:56 main:574] : INFO : Epoch 2048 | loss: 0.0311401 | val_loss: 0.0311556 | Time: 1819.2 ms [2022-04-08 10:36:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311556 [2022-04-08 10:36:56 main:603] : INFO : Saving end state to config to file [2022-04-08 10:36:56 main:608] : INFO : Success, exiting.. 10:36:56 (9108): 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)