Task 7746350
| Name | ParityModified-1631733276-15355-1_3 |
| Workunit | 5246675 |
| Created | 1 Oct 2021, 17:08:15 UTC |
| Sent | 2 Oct 2021, 14:27:14 UTC |
| Report deadline | 9 Oct 2021, 14:27:14 UTC |
| Received | 2 Oct 2021, 16:53:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 25 min 13 sec |
| CPU time | 1 hours 24 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 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: 0.0312457 | val_loss: 0.0312481 | Time: 2478.48 ms
[2021-10-02 17:31:41 main:574] : INFO : Epoch 1543 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 2406.38 ms
[2021-10-02 17:31:44 main:574] : INFO : Epoch 1544 | loss: 0.0312469 | val_loss: 0.0312454 | Time: 2550.25 ms
[2021-10-02 17:31:46 main:574] : INFO : Epoch 1545 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 2519.9 ms
[2021-10-02 17:31:49 main:574] : INFO : Epoch 1546 | loss: 0.0312458 | val_loss: 0.0312452 | Time: 2473.2 ms
[2021-10-02 17:31:51 main:574] : INFO : Epoch 1547 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 2472.7 ms
[2021-10-02 17:31:54 main:574] : INFO : Epoch 1548 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 2483.85 ms
[2021-10-02 17:31:56 main:574] : INFO : Epoch 1549 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 2455.6 ms
[2021-10-02 17:31:59 main:574] : INFO : Epoch 1550 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2423.15 ms
[2021-10-02 17:32:01 main:574] : INFO : Epoch 1551 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 2495.79 ms
[2021-10-02 17:32:04 main:574] : INFO : Epoch 1552 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 2562.83 ms
[2021-10-02 17:32:06 main:574] : INFO : Epoch 1553 | loss: 0.0312458 | val_loss: 0.0312485 | Time: 2468.41 ms
[2021-10-02 17:32:08 main:574] : INFO : Epoch 1554 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 2383.92 ms
[2021-10-02 17:32:11 main:574] : INFO : Epoch 1555 | loss: 0.0312466 | val_loss: 0.0312508 | Time: 2601.03 ms
[2021-10-02 17:32:14 main:574] : INFO : Epoch 1556 | loss: 0.0312482 | val_loss: 0.0312458 | Time: 2510.97 ms
[2021-10-02 17:32:16 main:574] : INFO : Epoch 1557 | loss: 0.0312467 | val_loss: 0.0312448 | Time: 2437.58 ms
[2021-10-02 17:32:19 main:574] : INFO : Epoch 1558 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 2490.19 ms
[2021-10-02 17:32:21 main:574] : INFO : Epoch 1559 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 2461.57 ms
[2021-10-02 17:32:24 main:574] : INFO : Epoch 1560 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 2471.38 ms
[2021-10-02 17:32:26 main:574] : INFO : Epoch 1561 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 2456.57 ms
[2021-10-02 17:32:28 main:574] : INFO : Epoch 1562 | loss: 0.0312464 | val_loss: 0.031249 | Time: 2492.91 ms
[2021-10-02 17:32:31 main:574] : INFO : Epoch 1563 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 2584.14 ms
[2021-10-02 17:32:34 main:574] : INFO : Epoch 1564 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 2457.36 ms
[2021-10-02 17:32:36 main:574] : INFO : Epoch 1565 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 2419.72 ms
[2021-10-02 17:32:38 main:574] : INFO : Epoch 1566 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 2524.75 ms
[2021-10-02 17:32:41 main:574] : INFO : Epoch 1567 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 2427.36 ms
[2021-10-02 17:32:43 main:574] : INFO : Epoch 1568 | loss: 0.0312468 | val_loss: 0.031246 | Time: 2389.12 ms
[2021-10-02 17:32:46 main:574] : INFO : Epoch 1569 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 2515.79 ms
[2021-10-02 17:32:48 main:574] : INFO : Epoch 1570 | loss: 0.0312458 | val_loss: 0.0312469 | Time: 2438.69 ms
[2021-10-02 17:32:51 main:574] : INFO : Epoch 1571 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 2416.52 ms
[2021-10-02 17:32:53 main:574] : INFO : Epoch 1572 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 2529.29 ms
[2021-10-02 17:32:56 main:574] : INFO : Epoch 1573 | loss: 0.0312449 | val_loss: 0.0312449 | Time: 2524.7 ms
[2021-10-02 17:32:58 main:574] : INFO : Epoch 1574 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2611.65 ms
[2021-10-02 17:33:01 main:574] : INFO : Epoch 1575 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 2462.44 ms
[2021-10-02 17:33:03 main:574] : INFO : Epoch 1576 | loss: 0.0312467 | val_loss: 0.0312582 | Time: 2477.84 ms
[2021-10-02 17:33:06 main:574] : INFO : Epoch 1577 | loss: 0.0312475 | val_loss: 0.0312452 | Time: 2461.23 ms
[2021-10-02 17:33:08 main:574] : INFO : Epoch 1578 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 2446.67 ms
[2021-10-02 17:33:11 main:574] : INFO : Epoch 1579 | loss: 0.031246 | val_loss: 0.0312452 | Time: 2407.63 ms
[2021-10-02 17:33:13 main:574] : INFO : Epoch 1580 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 2438.63 ms
[2021-10-02 17:33:16 main:574] : INFO : Epoch 1581 | loss: 0.0312466 | val_loss: 0.0312489 | Time: 2435.13 ms
[2021-10-02 17:33:18 main:574] : INFO : Epoch 1582 | loss: 0.0312459 | val_loss: 0.0312444 | Time: 2503.22 ms
[2021-10-02 17:33:21 main:574] : INFO : Epoch 1583 | loss: 0.031245 | val_loss: 0.0312444 | Time: 2512.98 ms
[2021-10-02 17:33:23 main:574] : INFO : Epoch 1584 | loss: 0.0312467 | val_loss: 0.0312447 | Time: 2535.77 ms
[2021-10-02 17:33:26 main:574] : INFO : Epoch 1585 | loss: 0.0312462 | val_loss: 0.0312503 | Time: 2547.79 ms
[2021-10-02 17:33:28 main:574] : INFO : Epoch 1586 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 2488.84 ms
[2021-10-02 17:33:31 main:574] : INFO : Epoch 1587 | loss: 0.0312449 | val_loss: 0.031244 | Time: 2519.1 ms
[2021-10-02 17:33:33 main:574] : INFO : Epoch 1588 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2404.62 ms
[2021-10-02 17:33:36 main:574] : INFO : Epoch 1589 | loss: 0.0312476 | val_loss: 0.031249 | Time: 2421.98 ms
[2021-10-02 17:33:38 main:574] : INFO : Epoch 1590 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 2436.29 ms
[2021-10-02 17:33:41 main:574] : INFO : Epoch 1591 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 2512.55 ms
[2021-10-02 17:33:43 main:574] : INFO : Epoch 1592 | loss: 0.0312469 | val_loss: 0.031247 | Time: 2444.89 ms
[2021-10-02 17:33:45 main:574] : INFO : Epoch 1593 | loss: 0.0312455 | val_loss: 0.0312463 | Time: 2470.33 ms
[2021-10-02 17:33:48 main:574] : INFO : Epoch 1594 | loss: 0.031247 | val_loss: 0.0312477 | Time: 2544.75 ms
[2021-10-02 17:33:51 main:574] : INFO : Epoch 1595 | loss: 0.0312462 | val_loss: 0.0312441 | Time: 2560.01 ms
[2021-10-02 17:33:53 main:574] : INFO : Epoch 1596 | loss: 0.0312447 | val_loss: 0.0312462 | Time: 2525.25 ms
[2021-10-02 17:33:56 main:574] : INFO : Epoch 1597 | loss: 0.0312455 | val_loss: 0.031245 | Time: 2536.6 ms
[2021-10-02 17:33:58 main:574] : INFO : Epoch 1598 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 2572.81 ms
[2021-10-02 17:34:01 main:574] : INFO : Epoch 1599 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2373.54 ms
[2021-10-02 17:34:03 main:574] : INFO : Epoch 1600 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 2489.65 ms
[2021-10-02 17:34:06 main:574] : INFO : Epoch 1601 | loss: 0.0312454 | val_loss: 0.031245 | Time: 2538.7 ms
[2021-10-02 17:34:08 main:574] : INFO : Epoch 1602 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 2461.52 ms
[2021-10-02 17:34:10 main:574] : INFO : Epoch 1603 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2384.87 ms
[2021-10-02 17:34:13 main:574] : INFO : Epoch 1604 | loss: 0.031248 | val_loss: 0.0312461 | Time: 2377.96 ms
[2021-10-02 17:34:15 main:574] : INFO : Epoch 1605 | loss: 0.0312454 | val_loss: 0.0312477 | Time: 2370.39 ms
[2021-10-02 17:34:18 main:574] : INFO : Epoch 1606 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2561.41 ms
[2021-10-02 17:34:20 main:574] : INFO : Epoch 1607 | loss: 0.0312465 | val_loss: 0.0312478 | Time: 2498.59 ms
[2021-10-02 17:34:23 main:574] : INFO : Epoch 1608 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 2606.5 ms
[2021-10-02 17:34:25 main:574] : INFO : Epoch 1609 | loss: 0.0312471 | val_loss: 0.0312517 | Time: 2537.31 ms
[2021-10-02 17:34:28 main:574] : INFO : Epoch 1610 | loss: 0.0312469 | val_loss: 0.0312595 | Time: 2475.27 ms
[2021-10-02 17:34:30 main:574] : INFO : Epoch 1611 | loss: 0.0312489 | val_loss: 0.0312456 | Time: 2481.2 ms
[2021-10-02 17:34:33 main:574] : INFO : Epoch 1612 | loss: 0.0312454 | val_loss: 0.0312441 | Time: 2509.79 ms
[2021-10-02 17:34:35 main:574] : INFO : Epoch 1613 | loss: 0.031245 | val_loss: 0.0312461 | Time: 2493.51 ms
[2021-10-02 17:34:38 main:574] : INFO : Epoch 1614 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 2472.18 ms
[2021-10-02 17:34:40 main:574] : INFO : Epoch 1615 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 2526.06 ms
[2021-10-02 17:34:43 main:574] : INFO : Epoch 1616 | loss: 0.0312472 | val_loss: 0.0312453 | Time: 2628.04 ms
[2021-10-02 17:34:46 main:574] : INFO : Epoch 1617 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 2494.67 ms
[2021-10-02 17:34:48 main:574] : INFO : Epoch 1618 | loss: 0.0312455 | val_loss: 0.0312439 | Time: 2479.86 ms
[2021-10-02 17:34:51 main:574] : INFO : Epoch 1619 | loss: 0.0312446 | val_loss: 0.0312446 | Time: 2571.13 ms
[2021-10-02 17:34:53 main:574] : INFO : Epoch 1620 | loss: 0.031246 | val_loss: 0.0312549 | Time: 2487.27 ms
[2021-10-02 17:34:56 main:574] : INFO : Epoch 1621 | loss: 0.0312486 | val_loss: 0.0312469 | Time: 2435.85 ms
[2021-10-02 17:34:58 main:574] : INFO : Epoch 1622 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 2536.43 ms
[2021-10-02 17:35:01 main:574] : INFO : Epoch 1623 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 2524.13 ms
[2021-10-02 17:35:03 main:574] : INFO : Epoch 1624 | loss: 0.0312471 | val_loss: 0.0312452 | Time: 2451.08 ms
[2021-10-02 17:35:06 main:574] : INFO : Epoch 1625 | loss: 0.0312456 | val_loss: 0.0312458 | Time: 2467.09 ms
[2021-10-02 17:35:08 main:574] : INFO : Epoch 1626 | loss: 0.0312451 | val_loss: 0.0312445 | Time: 2486.2 ms
[2021-10-02 17:35:11 main:574] : INFO : Epoch 1627 | loss: 0.0312465 | val_loss: 0.0312444 | Time: 2493.67 ms
[2021-10-02 17:35:13 main:574] : INFO : Epoch 1628 | loss: 0.0312468 | val_loss: 0.0312445 | Time: 2453.13 ms
[2021-10-02 17:35:16 main:574] : INFO : Epoch 1629 | loss: 0.0312488 | val_loss: 0.031258 | Time: 2542.55 ms
[2021-10-02 17:35:18 main:574] : INFO : Epoch 1630 | loss: 0.0312489 | val_loss: 0.0312457 | Time: 2442.23 ms
[2021-10-02 17:35:20 main:574] : INFO : Epoch 1631 | loss: 0.0312486 | val_loss: 0.0312513 | Time: 2391.14 ms
[2021-10-02 17:35:23 main:574] : INFO : Epoch 1632 | loss: 0.0312468 | val_loss: 0.0312443 | Time: 2444.47 ms
[2021-10-02 17:35:25 main:574] : INFO : Epoch 1633 | loss: 0.0312462 | val_loss: 0.0312503 | Time: 2462.8 ms
[2021-10-02 17:35:28 main:574] : INFO : Epoch 1634 | loss: 0.031247 | val_loss: 0.0312463 | Time: 2452.94 ms
[2021-10-02 17:35:30 main:574] : INFO : Epoch 1635 | loss: 0.0312463 | val_loss: 0.0312446 | Time: 2390.34 ms
[2021-10-02 17:35:33 main:574] : INFO : Epoch 1636 | loss: 0.0312455 | val_loss: 0.031244 | Time: 2458.45 ms
[2021-10-02 17:35:35 main:574] : INFO : Epoch 1637 | loss: 0.0312445 | val_loss: 0.0312454 | Time: 2503.97 ms
[2021-10-02 17:35:38 main:574] : INFO : Epoch 1638 | loss: 0.0312456 | val_loss: 0.0312449 | Time: 2439.92 ms
[2021-10-02 17:35:40 main:574] : INFO : Epoch 1639 | loss: 0.031246 | val_loss: 0.031247 | Time: 2455.61 ms
[2021-10-02 17:35:43 main:574] : INFO : Epoch 1640 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 2517.1 ms
[2021-10-02 17:35:45 main:574] : INFO : Epoch 1641 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 2429.22 ms
[2021-10-02 17:35:47 main:574] : INFO : Epoch 1642 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 2362.56 ms
[2021-10-02 17:35:50 main:574] : INFO : Epoch 1643 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 2479.33 ms
[2021-10-02 17:35:52 main:574] : INFO : Epoch 1644 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 2460.31 ms
[2021-10-02 17:35:55 main:574] : INFO : Epoch 1645 | loss: 0.0312446 | val_loss: 0.031244 | Time: 2379.58 ms
[2021-10-02 17:35:57 main:574] : INFO : Epoch 1646 | loss: 0.0312447 | val_loss: 0.0312456 | Time: 2425.83 ms
[2021-10-02 17:36:00 main:574] : INFO : Epoch 1647 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 2505.85 ms
[2021-10-02 17:36:02 main:574] : INFO : Epoch 1648 | loss: 0.0312457 | val_loss: 0.0312498 | Time: 2482.28 ms
[2021-10-02 17:36:05 main:574] : INFO : Epoch 1649 | loss: 0.0312454 | val_loss: 0.0312441 | Time: 2450.83 ms
[2021-10-02 17:36:07 main:574] : INFO : Epoch 1650 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 2492.95 ms
[2021-10-02 17:36:10 main:574] : INFO : Epoch 1651 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 2451.33 ms
[2021-10-02 17:36:12 main:574] : INFO : Epoch 1652 | loss: 0.0312467 | val_loss: 0.0312449 | Time: 2455.5 ms
[2021-10-02 17:36:15 main:574] : INFO : Epoch 1653 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 2486.61 ms
[2021-10-02 17:36:17 main:574] : INFO : Epoch 1654 | loss: 0.0312463 | val_loss: 0.031248 | Time: 2488.18 ms
[2021-10-02 17:36:20 main:574] : INFO : Epoch 1655 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 2450.48 ms
[2021-10-02 17:36:22 main:574] : INFO : Epoch 1656 | loss: 0.0312446 | val_loss: 0.0312438 | Time: 2436.27 ms
[2021-10-02 17:36:24 main:574] : INFO : Epoch 1657 | loss: 0.0312465 | val_loss: 0.0312447 | Time: 2527.43 ms
[2021-10-02 17:36:27 main:574] : INFO : Epoch 1658 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 2589.06 ms
[2021-10-02 17:36:30 main:574] : INFO : Epoch 1659 | loss: 0.0312454 | val_loss: 0.031244 | Time: 2495.7 ms
[2021-10-02 17:36:32 main:574] : INFO : Epoch 1660 | loss: 0.031246 | val_loss: 0.0312451 | Time: 2449.69 ms
[2021-10-02 17:36:35 main:574] : INFO : Epoch 1661 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 2645.54 ms
[2021-10-02 17:36:37 main:574] : INFO : Epoch 1662 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 2566.22 ms
[2021-10-02 17:36:40 main:574] : INFO : Epoch 1663 | loss: 0.0312465 | val_loss: 0.0312447 | Time: 2353.78 ms
[2021-10-02 17:36:42 main:574] : INFO : Epoch 1664 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 2550.87 ms
[2021-10-02 17:36:45 main:574] : INFO : Epoch 1665 | loss: 0.0312453 | val_loss: 0.0312501 | Time: 2498.11 ms
[2021-10-02 17:36:47 main:574] : INFO : Epoch 1666 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2447.65 ms
[2021-10-02 17:36:50 main:574] : INFO : Epoch 1667 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 2459.74 ms
[2021-10-02 17:36:52 main:574] : INFO : Epoch 1668 | loss: 0.0312475 | val_loss: 0.0312451 | Time: 2567.8 ms
[2021-10-02 17:36:55 main:574] : INFO : Epoch 1669 | loss: 0.0312468 | val_loss: 0.0312489 | Time: 2557.32 ms
[2021-10-02 17:36:57 main:574] : INFO : Epoch 1670 | loss: 0.0312466 | val_loss: 0.0312451 | Time: 2495.64 ms
[2021-10-02 17:37:00 main:574] : INFO : Epoch 1671 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 2920.36 ms
[2021-10-02 17:37:03 main:574] : INFO : Epoch 1672 | loss: 0.0312452 | val_loss: 0.0312444 | Time: 3060.85 ms
[2021-10-02 17:37:06 main:574] : INFO : Epoch 1673 | loss: 0.0312447 | val_loss: 0.0312458 | Time: 2940.37 ms
[2021-10-02 17:37:09 main:574] : INFO : Epoch 1674 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 2502.5 ms
[2021-10-02 17:37:11 main:574] : INFO : Epoch 1675 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 2489.36 ms
[2021-10-02 17:37:14 main:574] : INFO : Epoch 1676 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 2427.94 ms
[2021-10-02 17:37:16 main:574] : INFO : Epoch 1677 | loss: 0.0312452 | val_loss: 0.0312463 | Time: 2614.99 ms
[2021-10-02 17:37:19 main:574] : INFO : Epoch 1678 | loss: 0.0312459 | val_loss: 0.0312446 | Time: 2357.48 ms
[2021-10-02 17:37:21 main:574] : INFO : Epoch 1679 | loss: 0.0312449 | val_loss: 0.0312451 | Time: 2498.93 ms
[2021-10-02 17:37:24 main:574] : INFO : Epoch 1680 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 2491.26 ms
[2021-10-02 17:37:26 main:574] : INFO : Epoch 1681 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 2519.91 ms
[2021-10-02 17:37:29 main:574] : INFO : Epoch 1682 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 2591.73 ms
[2021-10-02 17:37:31 main:574] : INFO : Epoch 1683 | loss: 0.0312464 | val_loss: 0.0312474 | Time: 2472.89 ms
[2021-10-02 17:37:34 main:574] : INFO : Epoch 1684 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 2471.19 ms
[2021-10-02 17:37:36 main:574] : INFO : Epoch 1685 | loss: 0.0312454 | val_loss: 0.0312466 | Time: 2447.3 ms
[2021-10-02 17:37:39 main:574] : INFO : Epoch 1686 | loss: 0.0312455 | val_loss: 0.0312438 | Time: 2491.36 ms
[2021-10-02 17:37:41 main:574] : INFO : Epoch 1687 | loss: 0.0312444 | val_loss: 0.0312442 | Time: 2466.63 ms
[2021-10-02 17:37:44 main:574] : INFO : Epoch 1688 | loss: 0.0312453 | val_loss: 0.0312498 | Time: 2489.49 ms
[2021-10-02 17:37:46 main:574] : INFO : Epoch 1689 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 2417.38 ms
[2021-10-02 17:37:49 main:574] : INFO : Epoch 1690 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 2525.04 ms
[2021-10-02 17:37:51 main:574] : INFO : Epoch 1691 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 2508.14 ms
[2021-10-02 17:37:54 main:574] : INFO : Epoch 1692 | loss: 0.0312522 | val_loss: 0.0312572 | Time: 2474.34 ms
[2021-10-02 17:37:56 main:574] : INFO : Epoch 1693 | loss: 0.0439429 | val_loss: 0.0439458 | Time: 2472.58 ms
[2021-10-02 17:37:59 main:574] : INFO : Epoch 1694 | loss: 0.053295 | val_loss: 0.0338381 | Time: 2449.31 ms
[2021-10-02 17:38:01 main:574] : INFO : Epoch 1695 | loss: 0.0332971 | val_loss: 0.0319004 | Time: 2488.1 ms
[2021-10-02 17:38:03 main:574] : INFO : Epoch 1696 | loss: 0.0316555 | val_loss: 0.0314424 | Time: 2445.93 ms
[2021-10-02 17:38:06 main:574] : INFO : Epoch 1697 | loss: 0.0313551 | val_loss: 0.031296 | Time: 2492.32 ms
[2021-10-02 17:38:09 main:574] : INFO : Epoch 1698 | loss: 0.0312879 | val_loss: 0.0312758 | Time: 2521.01 ms
[2021-10-02 17:38:11 main:574] : INFO : Epoch 1699 | loss: 0.0312727 | val_loss: 0.0312685 | Time: 2484.93 ms
[2021-10-02 17:38:13 main:574] : INFO : Epoch 1700 | loss: 0.0312656 | val_loss: 0.0312645 | Time: 2480.88 ms
[2021-10-02 17:38:16 main:574] : INFO : Epoch 1701 | loss: 0.0312633 | val_loss: 0.031262 | Time: 2502 ms
[2021-10-02 17:38:18 main:574] : INFO : Epoch 1702 | loss: 0.03126 | val_loss: 0.0312596 | Time: 2413.53 ms
[2021-10-02 17:38:21 main:574] : INFO : Epoch 1703 | loss: 0.0312574 | val_loss: 0.0312595 | Time: 2385.18 ms
[2021-10-02 17:38:23 main:574] : INFO : Epoch 1704 | loss: 0.0312569 | val_loss: 0.0312571 | Time: 2418.44 ms
[2021-10-02 17:38:26 main:574] : INFO : Epoch 1705 | loss: 0.0312552 | val_loss: 0.0312583 | Time: 2442.53 ms
[2021-10-02 17:38:28 main:574] : INFO : Epoch 1706 | loss: 0.0312541 | val_loss: 0.0312551 | Time: 2364.28 ms
[2021-10-02 17:38:30 main:574] : INFO : Epoch 1707 | loss: 0.0312527 | val_loss: 0.0312537 | Time: 2332.99 ms
[2021-10-02 17:38:33 main:574] : INFO : Epoch 1708 | loss: 0.0312526 | val_loss: 0.0312534 | Time: 2423.22 ms
[2021-10-02 17:38:35 main:574] : INFO : Epoch 1709 | loss: 0.0312523 | val_loss: 0.0312524 | Time: 2411.68 ms
[2021-10-02 17:38:38 main:574] : INFO : Epoch 1710 | loss: 0.0312513 | val_loss: 0.0312528 | Time: 2408.23 ms
[2021-10-02 17:38:40 main:574] : INFO : Epoch 1711 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 2401.21 ms
[2021-10-02 17:38:42 main:574] : INFO : Epoch 1712 | loss: 0.0312506 | val_loss: 0.0312531 | Time: 2416.05 ms
[2021-10-02 17:38:45 main:574] : INFO : Epoch 1713 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2417.88 ms
[2021-10-02 17:38:47 main:574] : INFO : Epoch 1714 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2398.83 ms
[2021-10-02 17:38:50 main:574] : INFO : Epoch 1715 | loss: 0.0312497 | val_loss: 0.0312532 | Time: 2382.02 ms
[2021-10-02 17:38:52 main:574] : INFO : Epoch 1716 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2403.17 ms
[2021-10-02 17:38:54 main:574] : INFO : Epoch 1717 | loss: 0.031249 | val_loss: 0.0312502 | Time: 2385.47 ms
[2021-10-02 17:38:57 main:574] : INFO : Epoch 1718 | loss: 0.0312496 | val_loss: 0.031252 | Time: 2368.93 ms
[2021-10-02 17:38:59 main:574] : INFO : Epoch 1719 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2429.08 ms
[2021-10-02 17:39:02 main:574] : INFO : Epoch 1720 | loss: 0.0312502 | val_loss: 0.0312536 | Time: 2406.94 ms
[2021-10-02 17:39:04 main:574] : INFO : Epoch 1721 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2392.38 ms
[2021-10-02 17:39:06 main:574] : INFO : Epoch 1722 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 2387.98 ms
[2021-10-02 17:39:09 main:574] : INFO : Epoch 1723 | loss: 0.0312482 | val_loss: 0.031249 | Time: 2398.81 ms
[2021-10-02 17:39:11 main:574] : INFO : Epoch 1724 | loss: 0.0312482 | val_loss: 0.0312505 | Time: 2433.19 ms
[2021-10-02 17:39:14 main:574] : INFO : Epoch 1725 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 2436.74 ms
[2021-10-02 17:39:16 main:574] : INFO : Epoch 1726 | loss: 0.031248 | val_loss: 0.0312499 | Time: 2373.3 ms
[2021-10-02 17:39:19 main:574] : INFO : Epoch 1727 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 2503.54 ms
[2021-10-02 17:39:21 main:574] : INFO : Epoch 1728 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 2467.28 ms
[2021-10-02 17:39:24 main:574] : INFO : Epoch 1729 | loss: 0.031248 | val_loss: 0.0312485 | Time: 2443.1 ms
[2021-10-02 17:39:26 main:574] : INFO : Epoch 1730 | loss: 0.0312491 | val_loss: 0.0312521 | Time: 2478.51 ms
[2021-10-02 17:39:29 main:574] : INFO : Epoch 1731 | loss: 0.0312503 | val_loss: 0.0312486 | Time: 2603.82 ms
[2021-10-02 17:39:31 main:574] : INFO : Epoch 1732 | loss: 0.0312487 | val_loss: 0.0312541 | Time: 2507.53 ms
[2021-10-02 17:39:34 main:574] : INFO : Epoch 1733 | loss: 0.031251 | val_loss: 0.0312507 | Time: 2466.12 ms
[2021-10-02 17:39:36 main:574] : INFO : Epoch 1734 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 2538.22 ms
[2021-10-02 17:39:39 main:574] : INFO : Epoch 1735 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 2527.96 ms
[2021-10-02 17:39:41 main:574] : INFO : Epoch 1736 | loss: 0.0312476 | val_loss: 0.0312488 | Time: 2411.45 ms
[2021-10-02 17:39:44 main:574] : INFO : Epoch 1737 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 2487.95 ms
[2021-10-02 17:39:46 main:574] : INFO : Epoch 1738 | loss: 0.0312474 | val_loss: 0.0312497 | Time: 2584.68 ms
[2021-10-02 17:39:49 main:574] : INFO : Epoch 1739 | loss: 0.0312489 | val_loss: 0.0312525 | Time: 2575.79 ms
[2021-10-02 17:39:51 main:574] : INFO : Epoch 1740 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 2418.36 ms
[2021-10-02 17:39:54 main:574] : INFO : Epoch 1741 | loss: 0.0312486 | val_loss: 0.0312508 | Time: 2505.95 ms
[2021-10-02 17:39:56 main:574] : INFO : Epoch 1742 | loss: 0.0312489 | val_loss: 0.0312524 | Time: 2568.73 ms
[2021-10-02 17:39:59 main:574] : INFO : Epoch 1743 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 2464.64 ms
[2021-10-02 17:40:01 main:574] : INFO : Epoch 1744 | loss: 0.0312497 | val_loss: 0.031254 | Time: 2510.61 ms
[2021-10-02 17:40:04 main:574] : INFO : Epoch 1745 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2520.58 ms
[2021-10-02 17:40:06 main:574] : INFO : Epoch 1746 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 2467.52 ms
[2021-10-02 17:40:09 main:574] : INFO : Epoch 1747 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 2378.89 ms
[2021-10-02 17:40:11 main:574] : INFO : Epoch 1748 | loss: 0.031248 | val_loss: 0.0312482 | Time: 2462.28 ms
[2021-10-02 17:40:14 main:574] : INFO : Epoch 1749 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 2566.05 ms
[2021-10-02 17:40:16 main:574] : INFO : Epoch 1750 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 2438.92 ms
[2021-10-02 17:40:19 main:574] : INFO : Epoch 1751 | loss: 0.031247 | val_loss: 0.0312479 | Time: 2440.93 ms
[2021-10-02 17:40:21 main:574] : INFO : Epoch 1752 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 2504 ms
[2021-10-02 17:40:24 main:574] : INFO : Epoch 1753 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2529.09 ms
[2021-10-02 17:40:26 main:574] : INFO : Epoch 1754 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 2440.88 ms
[2021-10-02 17:40:29 main:574] : INFO : Epoch 1755 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 2519.01 ms
[2021-10-02 17:40:31 main:574] : INFO : Epoch 1756 | loss: 0.031247 | val_loss: 0.0312473 | Time: 2488.29 ms
[2021-10-02 17:40:34 main:574] : INFO : Epoch 1757 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 2415.27 ms
[2021-10-02 17:40:36 main:574] : INFO : Epoch 1758 | loss: 0.0312476 | val_loss: 0.0312523 | Time: 2387.33 ms
[2021-10-02 17:40:38 main:574] : INFO : Epoch 1759 | loss: 0.0312487 | val_loss: 0.0312473 | Time: 2486.2 ms
[2021-10-02 17:40:41 main:574] : INFO : Epoch 1760 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 2540.47 ms
[2021-10-02 17:40:43 main:574] : INFO : Epoch 1761 | loss: 0.0312475 | val_loss: 0.0312485 | Time: 2460.02 ms
[2021-10-02 17:40:46 main:574] : INFO : Epoch 1762 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 2464.12 ms
[2021-10-02 17:40:48 main:574] : INFO : Epoch 1763 | loss: 0.0312528 | val_loss: 0.0312482 | Time: 2489.83 ms
[2021-10-02 17:40:51 main:574] : INFO : Epoch 1764 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 2500.05 ms
[2021-10-02 17:40:53 main:574] : INFO : Epoch 1765 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 2454.35 ms
[2021-10-02 17:40:56 main:574] : INFO : Epoch 1766 | loss: 0.0312471 | val_loss: 0.0312511 | Time: 2524.37 ms
[2021-10-02 17:40:58 main:574] : INFO : Epoch 1767 | loss: 0.0312473 | val_loss: 0.0312489 | Time: 2428.86 ms
[2021-10-02 17:41:01 main:574] : INFO : Epoch 1768 | loss: 0.031248 | val_loss: 0.0312487 | Time: 2402.7 ms
[2021-10-02 17:41:03 main:574] : INFO : Epoch 1769 | loss: 0.0312473 | val_loss: 0.0312498 | Time: 2515.62 ms
[2021-10-02 17:41:06 main:574] : INFO : Epoch 1770 | loss: 0.0312476 | val_loss: 0.0312492 | Time: 2487.74 ms
[2021-10-02 17:41:08 main:574] : INFO : Epoch 1771 | loss: 0.0312495 | val_loss: 0.0312471 | Time: 2515.65 ms
[2021-10-02 17:41:11 main:574] : INFO : Epoch 1772 | loss: 0.031248 | val_loss: 0.0312474 | Time: 2527.91 ms
[2021-10-02 17:41:13 main:574] : INFO : Epoch 1773 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 2470.96 ms
[2021-10-02 17:41:16 main:574] : INFO : Epoch 1774 | loss: 0.0312486 | val_loss: 0.031247 | Time: 2470.03 ms
[2021-10-02 17:41:18 main:574] : INFO : Epoch 1775 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 2472.96 ms
[2021-10-02 17:41:21 main:574] : INFO : Epoch 1776 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 2534.79 ms
[2021-10-02 17:41:23 main:574] : INFO : Epoch 1777 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 2513.27 ms
[2021-10-02 17:41:26 main:574] : INFO : Epoch 1778 | loss: 0.0312464 | val_loss: 0.0312482 | Time: 2427.21 ms
[2021-10-02 17:41:28 main:574] : INFO : Epoch 1779 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 2389.04 ms
[2021-10-02 17:41:31 main:574] : INFO : Epoch 1780 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 2528.26 ms
[2021-10-02 17:41:33 main:574] : INFO : Epoch 1781 | loss: 0.031247 | val_loss: 0.0312519 | Time: 2528.28 ms
[2021-10-02 17:41:36 main:574] : INFO : Epoch 1782 | loss: 0.0312494 | val_loss: 0.0312531 | Time: 2555.57 ms
[2021-10-02 17:41:38 main:574] : INFO : Epoch 1783 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 2533.43 ms
[2021-10-02 17:41:41 main:574] : INFO : Epoch 1784 | loss: 0.0312485 | val_loss: 0.031249 | Time: 2532.51 ms
[2021-10-02 17:41:43 main:574] : INFO : Epoch 1785 | loss: 0.031246 | val_loss: 0.0312464 | Time: 2448.99 ms
[2021-10-02 17:41:46 main:574] : INFO : Epoch 1786 | loss: 0.031246 | val_loss: 0.031246 | Time: 2515.43 ms
[2021-10-02 17:41:48 main:574] : INFO : Epoch 1787 | loss: 0.0312459 | val_loss: 0.0312495 | Time: 2559.61 ms
[2021-10-02 17:41:51 main:574] : INFO : Epoch 1788 | loss: 0.0312484 | val_loss: 0.0312461 | Time: 2450.28 ms
[2021-10-02 17:41:53 main:574] : INFO : Epoch 1789 | loss: 0.0312466 | val_loss: 0.0312484 | Time: 2432.38 ms
[2021-10-02 17:41:56 main:574] : INFO : Epoch 1790 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 2372.47 ms
[2021-10-02 17:41:58 main:574] : INFO : Epoch 1791 | loss: 0.0312502 | val_loss: 0.0312456 | Time: 2486.94 ms
[2021-10-02 17:42:01 main:574] : INFO : Epoch 1792 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2470.38 ms
[2021-10-02 17:42:03 main:574] : INFO : Epoch 1793 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 2377.21 ms
[2021-10-02 17:42:05 main:574] : INFO : Epoch 1794 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 2438.87 ms
[2021-10-02 17:42:08 main:574] : INFO : Epoch 1795 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 2401.65 ms
[2021-10-02 17:42:10 main:574] : INFO : Epoch 1796 | loss: 0.031249 | val_loss: 0.0312457 | Time: 2286.69 ms
[2021-10-02 17:42:12 main:574] : INFO : Epoch 1797 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 2279.92 ms
[2021-10-02 17:42:15 main:574] : INFO : Epoch 1798 | loss: 0.0312468 | val_loss: 0.0312508 | Time: 2394.43 ms
[2021-10-02 17:42:17 main:574] : INFO : Epoch 1799 | loss: 0.031247 | val_loss: 0.0312459 | Time: 2285.94 ms
[2021-10-02 17:42:19 main:574] : INFO : Epoch 1800 | loss: 0.0312477 | val_loss: 0.0312567 | Time: 2225.74 ms
[2021-10-02 17:42:22 main:574] : INFO : Epoch 1801 | loss: 0.0312516 | val_loss: 0.0312549 | Time: 2277.82 ms
[2021-10-02 17:42:24 main:574] : INFO : Epoch 1802 | loss: 0.0312497 | val_loss: 0.0312466 | Time: 2407.52 ms
[2021-10-02 17:42:26 main:574] : INFO : Epoch 1803 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2315.13 ms
[2021-10-02 17:42:29 main:574] : INFO : Epoch 1804 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 2326.02 ms
[2021-10-02 17:42:31 main:574] : INFO : Epoch 1805 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2387.15 ms
[2021-10-02 17:42:33 main:574] : INFO : Epoch 1806 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2276.95 ms
[2021-10-02 17:42:36 main:574] : INFO : Epoch 1807 | loss: 0.0312472 | val_loss: 0.0312456 | Time: 2246.52 ms
[2021-10-02 17:42:38 main:574] : INFO : Epoch 1808 | loss: 0.031246 | val_loss: 0.0312478 | Time: 2301.91 ms
[2021-10-02 17:42:40 main:574] : INFO : Epoch 1809 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2416.55 ms
[2021-10-02 17:42:43 main:574] : INFO : Epoch 1810 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 2381.05 ms
[2021-10-02 17:42:45 main:574] : INFO : Epoch 1811 | loss: 0.031246 | val_loss: 0.0312463 | Time: 2394.58 ms
[2021-10-02 17:42:48 main:574] : INFO : Epoch 1812 | loss: 0.0312465 | val_loss: 0.0312489 | Time: 2520.25 ms
[2021-10-02 17:42:50 main:574] : INFO : Epoch 1813 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 2560.59 ms
[2021-10-02 17:42:53 main:574] : INFO : Epoch 1814 | loss: 0.0312509 | val_loss: 0.0312456 | Time: 2488.08 ms
[2021-10-02 17:42:55 main:574] : INFO : Epoch 1815 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2462.31 ms
[2021-10-02 17:42:58 main:574] : INFO : Epoch 1816 | loss: 0.0312468 | val_loss: 0.03125 | Time: 2645.59 ms
[2021-10-02 17:43:00 main:574] : INFO : Epoch 1817 | loss: 0.0312481 | val_loss: 0.03125 | Time: 2515.62 ms
[2021-10-02 17:43:03 main:574] : INFO : Epoch 1818 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 2435.61 ms
[2021-10-02 17:43:05 main:574] : INFO : Epoch 1819 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 2572.62 ms
[2021-10-02 17:43:08 main:574] : INFO : Epoch 1820 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 2503.26 ms
[2021-10-02 17:43:10 main:574] : INFO : Epoch 1821 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 2362.12 ms
[2021-10-02 17:43:13 main:574] : INFO : Epoch 1822 | loss: 0.0312461 | val_loss: 0.0312477 | Time: 2455.34 ms
[2021-10-02 17:43:15 main:574] : INFO : Epoch 1823 | loss: 0.0312462 | val_loss: 0.0312469 | Time: 2514.04 ms
[2021-10-02 17:43:18 main:574] : INFO : Epoch 1824 | loss: 0.0312456 | val_loss: 0.0312465 | Time: 2539.09 ms
[2021-10-02 17:43:20 main:574] : INFO : Epoch 1825 | loss: 0.0312471 | val_loss: 0.0312446 | Time: 2499.48 ms
[2021-10-02 17:43:23 main:574] : INFO : Epoch 1826 | loss: 0.0312477 | val_loss: 0.0312531 | Time: 2510.58 ms
[2021-10-02 17:43:25 main:574] : INFO : Epoch 1827 | loss: 0.0312483 | val_loss: 0.0312449 | Time: 2584.4 ms
[2021-10-02 17:43:28 main:574] : INFO : Epoch 1828 | loss: 0.0312455 | val_loss: 0.0312471 | Time: 2481.51 ms
[2021-10-02 17:43:30 main:574] : INFO : Epoch 1829 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2484.86 ms
[2021-10-02 17:43:33 main:574] : INFO : Epoch 1830 | loss: 0.0312458 | val_loss: 0.031246 | Time: 2445.06 ms
[2021-10-02 17:43:35 main:574] : INFO : Epoch 1831 | loss: 0.0312453 | val_loss: 0.031245 | Time: 2421.69 ms
[2021-10-02 17:43:38 main:574] : INFO : Epoch 1832 | loss: 0.0312465 | val_loss: 0.0312496 | Time: 2375 ms
[2021-10-02 17:43:40 main:574] : INFO : Epoch 1833 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 2533.87 ms
[2021-10-02 17:43:43 main:574] : INFO : Epoch 1834 | loss: 0.0312475 | val_loss: 0.0312452 | Time: 2478.97 ms
[2021-10-02 17:43:45 main:574] : INFO : Epoch 1835 | loss: 0.0312457 | val_loss: 0.0312479 | Time: 2528.4 ms
[2021-10-02 17:43:48 main:574] : INFO : Epoch 1836 | loss: 0.0312475 | val_loss: 0.0312479 | Time: 2467.82 ms
[2021-10-02 17:43:50 main:574] : INFO : Epoch 1837 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 2533.09 ms
[2021-10-02 17:43:53 main:574] : INFO : Epoch 1838 | loss: 0.0312471 | val_loss: 0.0312487 | Time: 2536.82 ms
[2021-10-02 17:43:55 main:574] : INFO : Epoch 1839 | loss: 0.0312479 | val_loss: 0.0312448 | Time: 2443.81 ms
[2021-10-02 17:43:58 main:574] : INFO : Epoch 1840 | loss: 0.031247 | val_loss: 0.0312476 | Time: 2517.48 ms
[2021-10-02 17:44:00 main:574] : INFO : Epoch 1841 | loss: 0.0312487 | val_loss: 0.0312541 | Time: 2393.95 ms
[2021-10-02 17:44:03 main:574] : INFO : Epoch 1842 | loss: 0.0312497 | val_loss: 0.0312457 | Time: 2433.38 ms
[2021-10-02 17:44:05 main:574] : INFO : Epoch 1843 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 2473.79 ms
[2021-10-02 17:44:08 main:574] : INFO : Epoch 1844 | loss: 0.031246 | val_loss: 0.0312451 | Time: 2501.34 ms
[2021-10-02 17:44:10 main:574] : INFO : Epoch 1845 | loss: 0.0312468 | val_loss: 0.0312449 | Time: 2519.98 ms
[2021-10-02 17:44:13 main:574] : INFO : Epoch 1846 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 2490 ms
[2021-10-02 17:44:15 main:574] : INFO : Epoch 1847 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 2550.06 ms
[2021-10-02 17:44:18 main:574] : INFO : Epoch 1848 | loss: 0.0312464 | val_loss: 0.0312482 | Time: 2530.24 ms
[2021-10-02 17:44:20 main:574] : INFO : Epoch 1849 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2584.31 ms
[2021-10-02 17:44:23 main:574] : INFO : Epoch 1850 | loss: 0.0312468 | val_loss: 0.0312447 | Time: 2522.3 ms
[2021-10-02 17:44:25 main:574] : INFO : Epoch 1851 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 2471.07 ms
[2021-10-02 17:44:28 main:574] : INFO : Epoch 1852 | loss: 0.0312479 | val_loss: 0.0312529 | Time: 2375.4 ms
[2021-10-02 17:44:30 main:574] : INFO : Epoch 1853 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 2402.49 ms
[2021-10-02 17:44:33 main:574] : INFO : Epoch 1854 | loss: 0.031249 | val_loss: 0.0312451 | Time: 2464.47 ms
[2021-10-02 17:44:35 main:574] : INFO : Epoch 1855 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 2512.82 ms
[2021-10-02 17:44:38 main:574] : INFO : Epoch 1856 | loss: 0.0312445 | val_loss: 0.0312447 | Time: 2445.72 ms
[2021-10-02 17:44:40 main:574] : INFO : Epoch 1857 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 2538.07 ms
[2021-10-02 17:44:43 main:574] : INFO : Epoch 1858 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 2640.35 ms
[2021-10-02 17:44:45 main:574] : INFO : Epoch 1859 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 2519.88 ms
[2021-10-02 17:44:48 main:574] : INFO : Epoch 1860 | loss: 0.0312455 | val_loss: 0.0312514 | Time: 2516.3 ms
[2021-10-02 17:44:50 main:574] : INFO : Epoch 1861 | loss: 0.0312477 | val_loss: 0.0312447 | Time: 2558.48 ms
[2021-10-02 17:44:53 main:574] : INFO : Epoch 1862 | loss: 0.0312463 | val_loss: 0.031246 | Time: 2439.23 ms
[2021-10-02 17:44:55 main:574] : INFO : Epoch 1863 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2357.96 ms
[2021-10-02 17:44:58 main:574] : INFO : Epoch 1864 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 2440.36 ms
[2021-10-02 17:45:00 main:574] : INFO : Epoch 1865 | loss: 0.031245 | val_loss: 0.0312443 | Time: 2531.44 ms
[2021-10-02 17:45:03 main:574] : INFO : Epoch 1866 | loss: 0.031245 | val_loss: 0.0312455 | Time: 2513.34 ms
[2021-10-02 17:45:05 main:574] : INFO : Epoch 1867 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 2500.02 ms
[2021-10-02 17:45:08 main:574] : INFO : Epoch 1868 | loss: 0.0312482 | val_loss: 0.031251 | Time: 2547.25 ms
[2021-10-02 17:45:10 main:574] : INFO : Epoch 1869 | loss: 0.0312493 | val_loss: 0.0312453 | Time: 2586.08 ms
[2021-10-02 17:45:13 main:574] : INFO : Epoch 1870 | loss: 0.0312468 | val_loss: 0.0312478 | Time: 2454.5 ms
[2021-10-02 17:45:15 main:574] : INFO : Epoch 1871 | loss: 0.0312465 | val_loss: 0.0312478 | Time: 2515.37 ms
[2021-10-02 17:45:18 main:574] : INFO : Epoch 1872 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 2538.18 ms
[2021-10-02 17:45:20 main:574] : INFO : Epoch 1873 | loss: 0.0312469 | val_loss: 0.031245 | Time: 2392.79 ms
[2021-10-02 17:45:23 main:574] : INFO : Epoch 1874 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 2300.15 ms
[2021-10-02 17:45:25 main:574] : INFO : Epoch 1875 | loss: 0.0312444 | val_loss: 0.0312456 | Time: 2511.3 ms
[2021-10-02 17:45:28 main:574] : INFO : Epoch 1876 | loss: 0.0312456 | val_loss: 0.0312511 | Time: 2523.27 ms
[2021-10-02 17:45:30 main:574] : INFO : Epoch 1877 | loss: 0.0312465 | val_loss: 0.0312449 | Time: 2477.2 ms
[2021-10-02 17:45:33 main:574] : INFO : Epoch 1878 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 2480.71 ms
[2021-10-02 17:45:35 main:574] : INFO : Epoch 1879 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 2543.97 ms
[2021-10-02 17:45:38 main:574] : INFO : Epoch 1880 | loss: 0.031245 | val_loss: 0.0312454 | Time: 2567.62 ms
[2021-10-02 17:45:40 main:574] : INFO : Epoch 1881 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 2507.55 ms
[2021-10-02 17:45:43 main:574] : INFO : Epoch 1882 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 2546.16 ms
[2021-10-02 17:45:45 main:574] : INFO : Epoch 1883 | loss: 0.031245 | val_loss: 0.0312466 | Time: 2513.14 ms
[2021-10-02 17:45:48 main:574] : INFO : Epoch 1884 | loss: 0.0312481 | val_loss: 0.0312464 | Time: 2350.63 ms
[2021-10-02 17:45:50 main:574] : INFO : Epoch 1885 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 2384.6 ms
[2021-10-02 17:45:52 main:574] : INFO : Epoch 1886 | loss: 0.031247 | val_loss: 0.0312441 | Time: 2470.36 ms
[2021-10-02 17:45:55 main:574] : INFO : Epoch 1887 | loss: 0.0312479 | val_loss: 0.0312589 | Time: 2536.17 ms
[2021-10-02 17:45:58 main:574] : INFO : Epoch 1888 | loss: 0.0312523 | val_loss: 0.0312502 | Time: 2460.11 ms
[2021-10-02 17:46:00 main:574] : INFO : Epoch 1889 | loss: 0.0312461 | val_loss: 0.0312447 | Time: 2515.07 ms
[2021-10-02 17:46:03 main:574] : INFO : Epoch 1890 | loss: 0.0312467 | val_loss: 0.031244 | Time: 2561.89 ms
[2021-10-02 17:46:05 main:574] : INFO : Epoch 1891 | loss: 0.0312459 | val_loss: 0.0312439 | Time: 2552.16 ms
[2021-10-02 17:46:08 main:574] : INFO : Epoch 1892 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 2469.59 ms
[2021-10-02 17:46:10 main:574] : INFO : Epoch 1893 | loss: 0.0312445 | val_loss: 0.0312463 | Time: 2550.53 ms
[2021-10-02 17:46:13 main:574] : INFO : Epoch 1894 | loss: 0.0312462 | val_loss: 0.0312443 | Time: 2460.61 ms
[2021-10-02 17:46:15 main:574] : INFO : Epoch 1895 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 2352.24 ms
[2021-10-02 17:46:17 main:574] : INFO : Epoch 1896 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 2386.46 ms
[2021-10-02 17:46:20 main:574] : INFO : Epoch 1897 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 2486.65 ms
[2021-10-02 17:46:22 main:574] : INFO : Epoch 1898 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2537.93 ms
[2021-10-02 17:46:25 main:574] : INFO : Epoch 1899 | loss: 0.031245 | val_loss: 0.0312447 | Time: 2469.49 ms
[2021-10-02 17:46:28 main:574] : INFO : Epoch 1900 | loss: 0.0312446 | val_loss: 0.031244 | Time: 2577.5 ms
[2021-10-02 17:46:30 main:574] : INFO : Epoch 1901 | loss: 0.0312454 | val_loss: 0.031244 | Time: 2523.5 ms
[2021-10-02 17:46:33 main:574] : INFO : Epoch 1902 | loss: 0.0312518 | val_loss: 0.0312534 | Time: 2514.53 ms
[2021-10-02 17:46:35 main:574] : INFO : Epoch 1903 | loss: 0.0312483 | val_loss: 0.0312442 | Time: 2536.34 ms
[2021-10-02 17:46:38 main:574] : INFO : Epoch 1904 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 2469.54 ms
[2021-10-02 17:46:40 main:574] : INFO : Epoch 1905 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 2411.84 ms
[2021-10-02 17:46:42 main:574] : INFO : Epoch 1906 | loss: 0.0312446 | val_loss: 0.0312458 | Time: 2362.16 ms
[2021-10-02 17:46:45 main:574] : INFO : Epoch 1907 | loss: 0.0312451 | val_loss: 0.0312438 | Time: 2441.22 ms
[2021-10-02 17:46:47 main:574] : INFO : Epoch 1908 | loss: 0.0312448 | val_loss: 0.031246 | Time: 2451.76 ms
[2021-10-02 17:46:50 main:574] : INFO : Epoch 1909 | loss: 0.0312449 | val_loss: 0.031244 | Time: 2488.5 ms
[2021-10-02 17:46:52 main:574] : INFO : Epoch 1910 | loss: 0.0312458 | val_loss: 0.03125 | Time: 2440.21 ms
[2021-10-02 17:46:55 main:574] : INFO : Epoch 1911 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 2606.3 ms
[2021-10-02 17:46:57 main:574] : INFO : Epoch 1912 | loss: 0.0312454 | val_loss: 0.031246 | Time: 2494.91 ms
[2021-10-02 17:47:00 main:574] : INFO : Epoch 1913 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 2511.47 ms
[2021-10-02 17:47:02 main:574] : INFO : Epoch 1914 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 2594.57 ms
[2021-10-02 17:47:05 main:574] : INFO : Epoch 1915 | loss: 0.0312447 | val_loss: 0.0312472 | Time: 2440.21 ms
[2021-10-02 17:47:07 main:574] : INFO : Epoch 1916 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 2394.7 ms
[2021-10-02 17:47:10 main:574] : INFO : Epoch 1917 | loss: 0.031245 | val_loss: 0.0312442 | Time: 2422.08 ms
[2021-10-02 17:47:12 main:574] : INFO : Epoch 1918 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 2490.51 ms
[2021-10-02 17:47:15 main:574] : INFO : Epoch 1919 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 2424.65 ms
[2021-10-02 17:47:17 main:574] : INFO : Epoch 1920 | loss: 0.031245 | val_loss: 0.0312457 | Time: 2524.78 ms
[2021-10-02 17:47:20 main:574] : INFO : Epoch 1921 | loss: 0.0312451 | val_loss: 0.0312439 | Time: 2532.54 ms
[2021-10-02 17:47:22 main:574] : INFO : Epoch 1922 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 2549.77 ms
[2021-10-02 17:47:25 main:574] : INFO : Epoch 1923 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 2473.63 ms
[2021-10-02 17:47:27 main:574] : INFO : Epoch 1924 | loss: 0.0312453 | val_loss: 0.031244 | Time: 2546.82 ms
[2021-10-02 17:47:30 main:574] : INFO : Epoch 1925 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 2546.97 ms
[2021-10-02 17:47:32 main:574] : INFO : Epoch 1926 | loss: 0.031245 | val_loss: 0.0312466 | Time: 2423.05 ms
[2021-10-02 17:47:35 main:574] : INFO : Epoch 1927 | loss: 0.0312459 | val_loss: 0.0312499 | Time: 2393.28 ms
[2021-10-02 17:47:37 main:574] : INFO : Epoch 1928 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 2530.8 ms
[2021-10-02 17:47:40 main:574] : INFO : Epoch 1929 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 2468.26 ms
[2021-10-02 17:47:42 main:574] : INFO : Epoch 1930 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 2447.27 ms
[2021-10-02 17:47:45 main:574] : INFO : Epoch 1931 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 2476.8 ms
[2021-10-02 17:47:47 main:574] : INFO : Epoch 1932 | loss: 0.0312465 | val_loss: 0.0312502 | Time: 2632.73 ms
[2021-10-02 17:47:50 main:574] : INFO : Epoch 1933 | loss: 0.0312482 | val_loss: 0.03125 | Time: 2477.39 ms
[2021-10-02 17:47:52 main:574] : INFO : Epoch 1934 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 2468.51 ms
[2021-10-02 17:47:55 main:574] : INFO : Epoch 1935 | loss: 0.0312493 | val_loss: 0.0312529 | Time: 2578.14 ms
[2021-10-02 17:47:57 main:574] : INFO : Epoch 1936 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 2493.5 ms
[2021-10-02 17:48:00 main:574] : INFO : Epoch 1937 | loss: 0.0312454 | val_loss: 0.0312448 | Time: 2385.48 ms
[2021-10-02 17:48:02 main:574] : INFO : Epoch 1938 | loss: 0.0312449 | val_loss: 0.0312441 | Time: 2435.54 ms
[2021-10-02 17:48:05 main:574] : INFO : Epoch 1939 | loss: 0.0312455 | val_loss: 0.031244 | Time: 2646.94 ms
[2021-10-02 17:48:07 main:574] : INFO : Epoch 1940 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 2497.72 ms
[2021-10-02 17:48:10 main:574] : INFO : Epoch 1941 | loss: 0.0312457 | val_loss: 0.0312524 | Time: 2417.89 ms
[2021-10-02 17:48:12 main:574] : INFO : Epoch 1942 | loss: 0.0312474 | val_loss: 0.0312452 | Time: 2492.31 ms
[2021-10-02 17:48:15 main:574] : INFO : Epoch 1943 | loss: 0.0312449 | val_loss: 0.0312438 | Time: 2549.65 ms
[2021-10-02 17:48:17 main:574] : INFO : Epoch 1944 | loss: 0.0312444 | val_loss: 0.031244 | Time: 2482.88 ms
[2021-10-02 17:48:20 main:574] : INFO : Epoch 1945 | loss: 0.0312484 | val_loss: 0.0312442 | Time: 2492.64 ms
[2021-10-02 17:48:22 main:574] : INFO : Epoch 1946 | loss: 0.0312469 | val_loss: 0.0312445 | Time: 2500.82 ms
[2021-10-02 17:48:25 main:574] : INFO : Epoch 1947 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 2444.09 ms
[2021-10-02 17:48:27 main:574] : INFO : Epoch 1948 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 2391.37 ms
[2021-10-02 17:48:30 main:574] : INFO : Epoch 1949 | loss: 0.0312478 | val_loss: 0.0312498 | Time: 2451.22 ms
[2021-10-02 17:48:32 main:574] : INFO : Epoch 1950 | loss: 0.0312461 | val_loss: 0.031245 | Time: 2524.33 ms
[2021-10-02 17:48:35 main:574] : INFO : Epoch 1951 | loss: 0.031247 | val_loss: 0.0312463 | Time: 2477.78 ms
[2021-10-02 17:48:37 main:574] : INFO : Epoch 1952 | loss: 0.0312466 | val_loss: 0.0312439 | Time: 2434.39 ms
[2021-10-02 17:48:40 main:574] : INFO : Epoch 1953 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 2482.6 ms
[2021-10-02 17:48:42 main:574] : INFO : Epoch 1954 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 2541.27 ms
[2021-10-02 17:48:45 main:574] : INFO : Epoch 1955 | loss: 0.0312474 | val_loss: 0.0312445 | Time: 2470.41 ms
[2021-10-02 17:48:47 main:574] : INFO : Epoch 1956 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 2505.15 ms
[2021-10-02 17:48:50 main:574] : INFO : Epoch 1957 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 2488.19 ms
[2021-10-02 17:48:52 main:574] : INFO : Epoch 1958 | loss: 0.0312451 | val_loss: 0.0312504 | Time: 2412.35 ms
[2021-10-02 17:48:54 main:574] : INFO : Epoch 1959 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 2405.19 ms
[2021-10-02 17:48:57 main:574] : INFO : Epoch 1960 | loss: 0.0312486 | val_loss: 0.0312458 | Time: 2483.03 ms
[2021-10-02 17:48:59 main:574] : INFO : Epoch 1961 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 2545.54 ms
[2021-10-02 17:49:02 main:574] : INFO : Epoch 1962 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 2497.48 ms
[2021-10-02 17:49:04 main:574] : INFO : Epoch 1963 | loss: 0.0312451 | val_loss: 0.0312475 | Time: 2424.44 ms
[2021-10-02 17:49:07 main:574] : INFO : Epoch 1964 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 2501.2 ms
[2021-10-02 17:49:09 main:574] : INFO : Epoch 1965 | loss: 0.0312451 | val_loss: 0.031244 | Time: 2538.97 ms
[2021-10-02 17:49:12 main:574] : INFO : Epoch 1966 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 2462.61 ms
[2021-10-02 17:49:14 main:574] : INFO : Epoch 1967 | loss: 0.0312453 | val_loss: 0.031244 | Time: 2551.25 ms
[2021-10-02 17:49:17 main:574] : INFO : Epoch 1968 | loss: 0.0312444 | val_loss: 0.0312439 | Time: 2464.08 ms
[2021-10-02 17:49:19 main:574] : INFO : Epoch 1969 | loss: 0.0312454 | val_loss: 0.0312498 | Time: 2378.04 ms
[2021-10-02 17:49:22 main:574] : INFO : Epoch 1970 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 2467.53 ms
[2021-10-02 17:49:24 main:574] : INFO : Epoch 1971 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 2504.11 ms
[2021-10-02 17:49:27 main:574] : INFO : Epoch 1972 | loss: 0.0312451 | val_loss: 0.031245 | Time: 2495.27 ms
[2021-10-02 17:49:29 main:574] : INFO : Epoch 1973 | loss: 0.031245 | val_loss: 0.0312458 | Time: 2550.3 ms
[2021-10-02 17:49:32 main:574] : INFO : Epoch 1974 | loss: 0.0312469 | val_loss: 0.0312573 | Time: 2503 ms
[2021-10-02 17:49:34 main:574] : INFO : Epoch 1975 | loss: 0.0312488 | val_loss: 0.0312462 | Time: 2439.95 ms
[2021-10-02 17:49:37 main:574] : INFO : Epoch 1976 | loss: 0.031247 | val_loss: 0.0312467 | Time: 2499.49 ms
[2021-10-02 17:49:39 main:574] : INFO : Epoch 1977 | loss: 0.0312451 | val_loss: 0.031244 | Time: 2514.53 ms
[2021-10-02 17:49:42 main:574] : INFO : Epoch 1978 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 2474.92 ms
[2021-10-02 17:49:44 main:574] : INFO : Epoch 1979 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 2501.4 ms
[2021-10-02 17:49:47 main:574] : INFO : Epoch 1980 | loss: 0.031246 | val_loss: 0.0312474 | Time: 2390.02 ms
[2021-10-02 17:49:49 main:574] : INFO : Epoch 1981 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 2515.76 ms
[2021-10-02 17:49:52 main:574] : INFO : Epoch 1982 | loss: 0.0312449 | val_loss: 0.0312438 | Time: 2563.35 ms
[2021-10-02 17:49:54 main:574] : INFO : Epoch 1983 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 2482.02 ms
[2021-10-02 17:49:57 main:574] : INFO : Epoch 1984 | loss: 0.0312455 | val_loss: 0.0312465 | Time: 2545.41 ms
[2021-10-02 17:49:59 main:574] : INFO : Epoch 1985 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2603.11 ms
[2021-10-02 17:50:02 main:574] : INFO : Epoch 1986 | loss: 0.0312445 | val_loss: 0.0312457 | Time: 2432.45 ms
[2021-10-02 17:50:04 main:574] : INFO : Epoch 1987 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 2477.55 ms
[2021-10-02 17:50:07 main:574] : INFO : Epoch 1988 | loss: 0.0312452 | val_loss: 0.0312507 | Time: 2611.66 ms
[2021-10-02 17:50:09 main:574] : INFO : Epoch 1989 | loss: 0.031246 | val_loss: 0.0312444 | Time: 2475.4 ms
[2021-10-02 17:50:12 main:574] : INFO : Epoch 1990 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 2420.95 ms
[2021-10-02 17:50:14 main:574] : INFO : Epoch 1991 | loss: 0.031247 | val_loss: 0.031246 | Time: 2465.92 ms
[2021-10-02 17:50:17 main:574] : INFO : Epoch 1992 | loss: 0.0312463 | val_loss: 0.0312441 | Time: 2626.35 ms
[2021-10-02 17:50:19 main:574] : INFO : Epoch 1993 | loss: 0.031245 | val_loss: 0.0312443 | Time: 2518.19 ms
[2021-10-02 17:50:22 main:574] : INFO : Epoch 1994 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 2509.13 ms
[2021-10-02 17:50:25 main:574] : INFO : Epoch 1995 | loss: 0.0312457 | val_loss: 0.0312511 | Time: 2586.97 ms
[2021-10-02 17:50:27 main:574] : INFO : Epoch 1996 | loss: 0.0312489 | val_loss: 0.0312471 | Time: 2543.27 ms
[2021-10-02 17:50:30 main:574] : INFO : Epoch 1997 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 2461.7 ms
[2021-10-02 17:50:32 main:574] : INFO : Epoch 1998 | loss: 0.0312457 | val_loss: 0.0312464 | Time: 2505.95 ms
[2021-10-02 17:50:35 main:574] : INFO : Epoch 1999 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 2580.16 ms
[2021-10-02 17:50:37 main:574] : INFO : Epoch 2000 | loss: 0.031245 | val_loss: 0.0312441 | Time: 2426.51 ms
[2021-10-02 17:50:40 main:574] : INFO : Epoch 2001 | loss: 0.0312453 | val_loss: 0.0312452 | Time: 2394.86 ms
[2021-10-02 17:50:42 main:574] : INFO : Epoch 2002 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 2471.36 ms
[2021-10-02 17:50:45 main:574] : INFO : Epoch 2003 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 2514.7 ms
[2021-10-02 17:50:47 main:574] : INFO : Epoch 2004 | loss: 0.0312465 | val_loss: 0.0312462 | Time: 2563.14 ms
[2021-10-02 17:50:50 main:574] : INFO : Epoch 2005 | loss: 0.031247 | val_loss: 0.0312446 | Time: 2486.59 ms
[2021-10-02 17:50:52 main:574] : INFO : Epoch 2006 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 2616.08 ms
[2021-10-02 17:50:55 main:574] : INFO : Epoch 2007 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 2572.74 ms
[2021-10-02 17:50:57 main:574] : INFO : Epoch 2008 | loss: 0.0312453 | val_loss: 0.0312493 | Time: 2477.73 ms
[2021-10-02 17:51:00 main:574] : INFO : Epoch 2009 | loss: 0.031245 | val_loss: 0.0312446 | Time: 2502.54 ms
[2021-10-02 17:51:02 main:574] : INFO : Epoch 2010 | loss: 0.0312446 | val_loss: 0.031245 | Time: 2494.1 ms
[2021-10-02 17:51:05 main:574] : INFO : Epoch 2011 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 2370.18 ms
[2021-10-02 17:51:07 main:574] : INFO : Epoch 2012 | loss: 0.0312449 | val_loss: 0.031244 | Time: 2400.33 ms
[2021-10-02 17:51:10 main:574] : INFO : Epoch 2013 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 2512.21 ms
[2021-10-02 17:51:12 main:574] : INFO : Epoch 2014 | loss: 0.0312462 | val_loss: 0.0312472 | Time: 2547.69 ms
[2021-10-02 17:51:15 main:574] : INFO : Epoch 2015 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 2557.07 ms
[2021-10-02 17:51:17 main:574] : INFO : Epoch 2016 | loss: 0.0312458 | val_loss: 0.0312477 | Time: 2541.9 ms
[2021-10-02 17:51:20 main:574] : INFO : Epoch 2017 | loss: 0.0312491 | val_loss: 0.0312519 | Time: 2531.72 ms
[2021-10-02 17:51:22 main:574] : INFO : Epoch 2018 | loss: 0.0312497 | val_loss: 0.0312457 | Time: 2594.76 ms
[2021-10-02 17:51:25 main:574] : INFO : Epoch 2019 | loss: 0.0312454 | val_loss: 0.0312466 | Time: 2460.27 ms
[2021-10-02 17:51:27 main:574] : INFO : Epoch 2020 | loss: 0.0312471 | val_loss: 0.0312447 | Time: 2433.91 ms
[2021-10-02 17:51:30 main:574] : INFO : Epoch 2021 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 2462.03 ms
[2021-10-02 17:51:32 main:574] : INFO : Epoch 2022 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 2393.47 ms
[2021-10-02 17:51:35 main:574] : INFO : Epoch 2023 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 2515.87 ms
[2021-10-02 17:51:37 main:574] : INFO : Epoch 2024 | loss: 0.0312448 | val_loss: 0.0312443 | Time: 2484.2 ms
[2021-10-02 17:51:40 main:574] : INFO : Epoch 2025 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 2512.81 ms
[2021-10-02 17:51:42 main:574] : INFO : Epoch 2026 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 2509.85 ms
[2021-10-02 17:51:45 main:574] : INFO : Epoch 2027 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 2500.92 ms
[2021-10-02 17:51:47 main:574] : INFO : Epoch 2028 | loss: 0.0312472 | val_loss: 0.0312456 | Time: 2537.93 ms
[2021-10-02 17:51:50 main:574] : INFO : Epoch 2029 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 2520.63 ms
[2021-10-02 17:51:52 main:574] : INFO : Epoch 2030 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 2471.33 ms
[2021-10-02 17:51:55 main:574] : INFO : Epoch 2031 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2430.17 ms
[2021-10-02 17:51:57 main:574] : INFO : Epoch 2032 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 2421.21 ms
[2021-10-02 17:52:00 main:574] : INFO : Epoch 2033 | loss: 0.0312464 | val_loss: 0.0312445 | Time: 2403.68 ms
[2021-10-02 17:52:02 main:574] : INFO : Epoch 2034 | loss: 0.0312469 | val_loss: 0.0312487 | Time: 2494.38 ms
[2021-10-02 17:52:05 main:574] : INFO : Epoch 2035 | loss: 0.0312467 | val_loss: 0.0312441 | Time: 2479.32 ms
[2021-10-02 17:52:07 main:574] : INFO : Epoch 2036 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 2511.87 ms
[2021-10-02 17:52:10 main:574] : INFO : Epoch 2037 | loss: 0.0312454 | val_loss: 0.0312443 | Time: 2542.02 ms
[2021-10-02 17:52:12 main:574] : INFO : Epoch 2038 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 2541.65 ms
[2021-10-02 17:52:15 main:574] : INFO : Epoch 2039 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 2464.34 ms
[2021-10-02 17:52:17 main:574] : INFO : Epoch 2040 | loss: 0.0312443 | val_loss: 0.031244 | Time: 2516.75 ms
[2021-10-02 17:52:20 main:574] : INFO : Epoch 2041 | loss: 0.0312445 | val_loss: 0.0312447 | Time: 2481.58 ms
[2021-10-02 17:52:22 main:574] : INFO : Epoch 2042 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 2409.27 ms
[2021-10-02 17:52:24 main:574] : INFO : Epoch 2043 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 2399.3 ms
[2021-10-02 17:52:27 main:574] : INFO : Epoch 2044 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 2487.27 ms
[2021-10-02 17:52:29 main:574] : INFO : Epoch 2045 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 2488.49 ms
[2021-10-02 17:52:32 main:574] : INFO : Epoch 2046 | loss: 0.0312449 | val_loss: 0.0312464 | Time: 2487.35 ms
[2021-10-02 17:52:34 main:574] : INFO : Epoch 2047 | loss: 0.0312445 | val_loss: 0.0312438 | Time: 2471.41 ms
[2021-10-02 17:52:37 main:574] : INFO : Epoch 2048 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 2591.13 ms
[2021-10-02 17:52:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312441
[2021-10-02 17:52:37 main:603] : INFO : Saving end state to config to file
[2021-10-02 17:52:37 main:608] : INFO : Success, exiting..
17:52:37 (24796): 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)