Task 14331475
| Name | ParityModified-1647040015-19057-3-0_0 |
| Workunit | 11381599 |
| Created | 4 Apr 2022, 1:09:23 UTC |
| Sent | 8 Apr 2022, 21:43:24 UTC |
| Report deadline | 16 Apr 2022, 21:43:24 UTC |
| Received | 9 Apr 2022, 0:33:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 24 min 46 sec |
| CPU time | 1 hours 23 min 34 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> main:574] : INFO : Epoch 1542 | loss: 0.0311573 | val_loss: 0.0311642 | Time: 2473.85 ms [2022-04-08 20:12:26 main:574] : INFO : Epoch 1543 | loss: 0.0311541 | val_loss: 0.0311635 | Time: 2498.69 ms [2022-04-08 20:12:28 main:574] : INFO : Epoch 1544 | loss: 0.0311552 | val_loss: 0.0311656 | Time: 2459.63 ms [2022-04-08 20:12:31 main:574] : INFO : Epoch 1545 | loss: 0.0311544 | val_loss: 0.0311633 | Time: 2485.53 ms [2022-04-08 20:12:33 main:574] : INFO : Epoch 1546 | loss: 0.0311526 | val_loss: 0.0311631 | Time: 2480.68 ms [2022-04-08 20:12:36 main:574] : INFO : Epoch 1547 | loss: 0.0311525 | val_loss: 0.0311618 | Time: 2452.46 ms [2022-04-08 20:12:38 main:574] : INFO : Epoch 1548 | loss: 0.0311517 | val_loss: 0.0311625 | Time: 2488.3 ms [2022-04-08 20:12:41 main:574] : INFO : Epoch 1549 | loss: 0.0311519 | val_loss: 0.0311635 | Time: 2470.39 ms [2022-04-08 20:12:43 main:574] : INFO : Epoch 1550 | loss: 0.0311507 | val_loss: 0.0311645 | Time: 2463.43 ms [2022-04-08 20:12:46 main:574] : INFO : Epoch 1551 | loss: 0.0311519 | val_loss: 0.0311649 | Time: 2467.2 ms [2022-04-08 20:12:48 main:574] : INFO : Epoch 1552 | loss: 0.0311534 | val_loss: 0.0311653 | Time: 2509.86 ms [2022-04-08 20:12:51 main:574] : INFO : Epoch 1553 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 2464.39 ms [2022-04-08 20:12:53 main:574] : INFO : Epoch 1554 | loss: 0.0311507 | val_loss: 0.0311654 | Time: 2503.85 ms [2022-04-08 20:12:56 main:574] : INFO : Epoch 1555 | loss: 0.0311513 | val_loss: 0.0311658 | Time: 2495.37 ms [2022-04-08 20:12:58 main:574] : INFO : Epoch 1556 | loss: 0.0311511 | val_loss: 0.0311661 | Time: 2478.36 ms [2022-04-08 20:13:01 main:574] : INFO : Epoch 1557 | loss: 0.0311511 | val_loss: 0.0311676 | Time: 2473.83 ms [2022-04-08 20:13:03 main:574] : INFO : Epoch 1558 | loss: 0.0311517 | val_loss: 0.0311677 | Time: 2487.4 ms [2022-04-08 20:13:06 main:574] : INFO : Epoch 1559 | loss: 0.0311513 | val_loss: 0.03117 | Time: 2480.78 ms [2022-04-08 20:13:08 main:574] : INFO : Epoch 1560 | loss: 0.0311515 | val_loss: 0.0311675 | Time: 2504.22 ms [2022-04-08 20:13:11 main:574] : INFO : Epoch 1561 | loss: 0.031151 | val_loss: 0.0311649 | Time: 2494.7 ms [2022-04-08 20:13:13 main:574] : INFO : Epoch 1562 | loss: 0.0311503 | val_loss: 0.0311662 | Time: 2493.58 ms [2022-04-08 20:13:16 main:574] : INFO : Epoch 1563 | loss: 0.0311512 | val_loss: 0.0311666 | Time: 2469.87 ms [2022-04-08 20:13:18 main:574] : INFO : Epoch 1564 | loss: 0.0311513 | val_loss: 0.031166 | Time: 2465.51 ms [2022-04-08 20:13:20 main:574] : INFO : Epoch 1565 | loss: 0.0311495 | val_loss: 0.0311675 | Time: 2467.01 ms [2022-04-08 20:13:23 main:574] : INFO : Epoch 1566 | loss: 0.0311507 | val_loss: 0.0311669 | Time: 2460.64 ms [2022-04-08 20:13:25 main:574] : INFO : Epoch 1567 | loss: 0.0311503 | val_loss: 0.031167 | Time: 2465.08 ms [2022-04-08 20:13:28 main:574] : INFO : Epoch 1568 | loss: 0.0311508 | val_loss: 0.0311675 | Time: 2503.1 ms [2022-04-08 20:13:30 main:574] : INFO : Epoch 1569 | loss: 0.0311517 | val_loss: 0.0311678 | Time: 2469.32 ms [2022-04-08 20:13:33 main:574] : INFO : Epoch 1570 | loss: 0.0311533 | val_loss: 0.031168 | Time: 2460.97 ms [2022-04-08 20:13:35 main:574] : INFO : Epoch 1571 | loss: 0.0311526 | val_loss: 0.0311672 | Time: 2481 ms [2022-04-08 20:13:38 main:574] : INFO : Epoch 1572 | loss: 0.0311503 | val_loss: 0.0311702 | Time: 2506.51 ms [2022-04-08 20:13:40 main:574] : INFO : Epoch 1573 | loss: 0.0311486 | val_loss: 0.0311685 | Time: 2508.6 ms [2022-04-08 20:13:43 main:574] : INFO : Epoch 1574 | loss: 0.0311492 | val_loss: 0.0311693 | Time: 2477.12 ms [2022-04-08 20:13:45 main:574] : INFO : Epoch 1575 | loss: 0.0311499 | val_loss: 0.0311737 | Time: 2467.36 ms [2022-04-08 20:13:48 main:574] : INFO : Epoch 1576 | loss: 0.0311499 | val_loss: 0.031167 | Time: 2496.07 ms [2022-04-08 20:13:50 main:574] : INFO : Epoch 1577 | loss: 0.0311489 | val_loss: 0.0311718 | Time: 2487.07 ms [2022-04-08 20:13:53 main:574] : INFO : Epoch 1578 | loss: 0.0311507 | val_loss: 0.0311681 | Time: 2497.01 ms [2022-04-08 20:13:55 main:574] : INFO : Epoch 1579 | loss: 0.0311489 | val_loss: 0.0311658 | Time: 2471.35 ms [2022-04-08 20:13:58 main:574] : INFO : Epoch 1580 | loss: 0.0311489 | val_loss: 0.0311657 | Time: 2501.39 ms [2022-04-08 20:14:00 main:574] : INFO : Epoch 1581 | loss: 0.0311486 | val_loss: 0.031167 | Time: 2495.03 ms [2022-04-08 20:14:03 main:574] : INFO : Epoch 1582 | loss: 0.0311493 | val_loss: 0.0311652 | Time: 2496.57 ms [2022-04-08 20:14:05 main:574] : INFO : Epoch 1583 | loss: 0.0311506 | val_loss: 0.0311664 | Time: 2489.18 ms [2022-04-08 20:14:08 main:574] : INFO : Epoch 1584 | loss: 0.03115 | val_loss: 0.0311687 | Time: 2480.22 ms [2022-04-08 20:14:10 main:574] : INFO : Epoch 1585 | loss: 0.0311493 | val_loss: 0.0311666 | Time: 2475.42 ms [2022-04-08 20:14:13 main:574] : INFO : Epoch 1586 | loss: 0.0311503 | val_loss: 0.0311662 | Time: 2500.21 ms [2022-04-08 20:14:15 main:574] : INFO : Epoch 1587 | loss: 0.0311505 | val_loss: 0.0311681 | Time: 2485.85 ms [2022-04-08 20:14:18 main:574] : INFO : Epoch 1588 | loss: 0.0311494 | val_loss: 0.0311667 | Time: 2476.9 ms [2022-04-08 20:14:20 main:574] : INFO : Epoch 1589 | loss: 0.0311488 | val_loss: 0.0311682 | Time: 2451.75 ms [2022-04-08 20:14:23 main:574] : INFO : Epoch 1590 | loss: 0.0311483 | val_loss: 0.0311676 | Time: 2504.33 ms [2022-04-08 20:14:25 main:574] : INFO : Epoch 1591 | loss: 0.0311478 | val_loss: 0.0311679 | Time: 2462 ms [2022-04-08 20:14:28 main:574] : INFO : Epoch 1592 | loss: 0.031149 | val_loss: 0.0311656 | Time: 2471.63 ms [2022-04-08 20:14:30 main:574] : INFO : Epoch 1593 | loss: 0.0311483 | val_loss: 0.0311652 | Time: 2508.44 ms [2022-04-08 20:14:33 main:574] : INFO : Epoch 1594 | loss: 0.0311484 | val_loss: 0.0311734 | Time: 2506.48 ms [2022-04-08 20:14:35 main:574] : INFO : Epoch 1595 | loss: 0.0311512 | val_loss: 0.0311657 | Time: 2503.4 ms [2022-04-08 20:14:38 main:574] : INFO : Epoch 1596 | loss: 0.0311473 | val_loss: 0.0311669 | Time: 2459.61 ms [2022-04-08 20:14:40 main:574] : INFO : Epoch 1597 | loss: 0.0311487 | val_loss: 0.0311695 | Time: 2445.12 ms [2022-04-08 20:14:43 main:574] : INFO : Epoch 1598 | loss: 0.0311506 | val_loss: 0.0311728 | Time: 2515.73 ms [2022-04-08 20:14:45 main:574] : INFO : Epoch 1599 | loss: 0.031153 | val_loss: 0.0311697 | Time: 2489.2 ms [2022-04-08 20:14:48 main:574] : INFO : Epoch 1600 | loss: 0.0311494 | val_loss: 0.031169 | Time: 2516.02 ms [2022-04-08 20:14:50 main:574] : INFO : Epoch 1601 | loss: 0.0311498 | val_loss: 0.0311702 | Time: 2458.59 ms [2022-04-08 20:14:53 main:574] : INFO : Epoch 1602 | loss: 0.0311498 | val_loss: 0.0311715 | Time: 2519.94 ms [2022-04-08 20:14:55 main:574] : INFO : Epoch 1603 | loss: 0.0311521 | val_loss: 0.031166 | Time: 2486.96 ms [2022-04-08 20:14:57 main:574] : INFO : Epoch 1604 | loss: 0.0311552 | val_loss: 0.031168 | Time: 2484.07 ms [2022-04-08 20:15:00 main:574] : INFO : Epoch 1605 | loss: 0.0311523 | val_loss: 0.0311675 | Time: 2488.84 ms [2022-04-08 20:15:03 main:574] : INFO : Epoch 1606 | loss: 0.0311519 | val_loss: 0.0311696 | Time: 2516.52 ms [2022-04-08 20:15:05 main:574] : INFO : Epoch 1607 | loss: 0.0311521 | val_loss: 0.0311717 | Time: 2487.15 ms [2022-04-08 20:15:07 main:574] : INFO : Epoch 1608 | loss: 0.0311513 | val_loss: 0.0311695 | Time: 2490.41 ms [2022-04-08 20:15:10 main:574] : INFO : Epoch 1609 | loss: 0.0311507 | val_loss: 0.0311727 | Time: 2489.3 ms [2022-04-08 20:15:12 main:574] : INFO : Epoch 1610 | loss: 0.0311508 | val_loss: 0.0311714 | Time: 2488.99 ms [2022-04-08 20:15:15 main:574] : INFO : Epoch 1611 | loss: 0.0311507 | val_loss: 0.031166 | Time: 2498.03 ms [2022-04-08 20:15:17 main:574] : INFO : Epoch 1612 | loss: 0.0311517 | val_loss: 0.0311727 | Time: 2484.07 ms [2022-04-08 20:15:20 main:574] : INFO : Epoch 1613 | loss: 0.0311505 | val_loss: 0.0311676 | Time: 2507.61 ms [2022-04-08 20:15:22 main:574] : INFO : Epoch 1614 | loss: 0.0311489 | val_loss: 0.0311751 | Time: 2482.09 ms [2022-04-08 20:15:25 main:574] : INFO : Epoch 1615 | loss: 0.0311509 | val_loss: 0.0311659 | Time: 2516.19 ms [2022-04-08 20:15:27 main:574] : INFO : Epoch 1616 | loss: 0.0311478 | val_loss: 0.0311668 | Time: 2486.9 ms [2022-04-08 20:15:30 main:574] : INFO : Epoch 1617 | loss: 0.0311497 | val_loss: 0.0311701 | Time: 2480.51 ms [2022-04-08 20:15:32 main:574] : INFO : Epoch 1618 | loss: 0.0311561 | val_loss: 0.0311725 | Time: 2513.7 ms [2022-04-08 20:15:35 main:574] : INFO : Epoch 1619 | loss: 0.0311587 | val_loss: 0.0311733 | Time: 2489.96 ms [2022-04-08 20:15:37 main:574] : INFO : Epoch 1620 | loss: 0.0311619 | val_loss: 0.0311678 | Time: 2475.71 ms [2022-04-08 20:15:40 main:574] : INFO : Epoch 1621 | loss: 0.0311628 | val_loss: 0.0311655 | Time: 2515.96 ms [2022-04-08 20:15:42 main:574] : INFO : Epoch 1622 | loss: 0.0311622 | val_loss: 0.0311709 | Time: 2486.67 ms [2022-04-08 20:15:45 main:574] : INFO : Epoch 1623 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 2504.19 ms [2022-04-08 20:15:47 main:574] : INFO : Epoch 1624 | loss: 0.0311587 | val_loss: 0.0311665 | Time: 2465.71 ms [2022-04-08 20:15:50 main:574] : INFO : Epoch 1625 | loss: 0.0311586 | val_loss: 0.0311681 | Time: 2461.91 ms [2022-04-08 20:15:52 main:574] : INFO : Epoch 1626 | loss: 0.0311577 | val_loss: 0.0311656 | Time: 2471.84 ms [2022-04-08 20:15:55 main:574] : INFO : Epoch 1627 | loss: 0.0311565 | val_loss: 0.031165 | Time: 2489.34 ms [2022-04-08 20:15:57 main:574] : INFO : Epoch 1628 | loss: 0.0311556 | val_loss: 0.0311683 | Time: 2472.02 ms [2022-04-08 20:16:00 main:574] : INFO : Epoch 1629 | loss: 0.0311552 | val_loss: 0.0311648 | Time: 2494.02 ms [2022-04-08 20:16:02 main:574] : INFO : Epoch 1630 | loss: 0.0311536 | val_loss: 0.0311674 | Time: 2517.67 ms [2022-04-08 20:16:05 main:574] : INFO : Epoch 1631 | loss: 0.0311532 | val_loss: 0.0311653 | Time: 2496.88 ms [2022-04-08 20:16:07 main:574] : INFO : Epoch 1632 | loss: 0.0311525 | val_loss: 0.0311643 | Time: 2524.11 ms [2022-04-08 20:16:10 main:574] : INFO : Epoch 1633 | loss: 0.0311552 | val_loss: 0.0311675 | Time: 2529.03 ms [2022-04-08 20:16:12 main:574] : INFO : Epoch 1634 | loss: 0.0311537 | val_loss: 0.0311651 | Time: 2460.42 ms [2022-04-08 20:16:15 main:574] : INFO : Epoch 1635 | loss: 0.0311535 | val_loss: 0.0311642 | Time: 2473.77 ms [2022-04-08 20:16:17 main:574] : INFO : Epoch 1636 | loss: 0.0311528 | val_loss: 0.0311661 | Time: 2484.98 ms [2022-04-08 20:16:20 main:574] : INFO : Epoch 1637 | loss: 0.0311542 | val_loss: 0.0311641 | Time: 2474.29 ms [2022-04-08 20:16:22 main:574] : INFO : Epoch 1638 | loss: 0.0311524 | val_loss: 0.0311661 | Time: 2479.07 ms [2022-04-08 20:16:25 main:574] : INFO : Epoch 1639 | loss: 0.0311513 | val_loss: 0.0311653 | Time: 2482.09 ms [2022-04-08 20:16:27 main:574] : INFO : Epoch 1640 | loss: 0.0311504 | val_loss: 0.0311674 | Time: 2474.41 ms [2022-04-08 20:16:30 main:574] : INFO : Epoch 1641 | loss: 0.0311512 | val_loss: 0.0311667 | Time: 2497.06 ms [2022-04-08 20:16:32 main:574] : INFO : Epoch 1642 | loss: 0.0311503 | val_loss: 0.0311689 | Time: 2478.81 ms [2022-04-08 20:16:35 main:574] : INFO : Epoch 1643 | loss: 0.0311507 | val_loss: 0.0311715 | Time: 2489.85 ms [2022-04-08 20:16:37 main:574] : INFO : Epoch 1644 | loss: 0.0311494 | val_loss: 0.0311662 | Time: 2471.7 ms [2022-04-08 20:16:40 main:574] : INFO : Epoch 1645 | loss: 0.0311487 | val_loss: 0.0311696 | Time: 2469.11 ms [2022-04-08 20:16:42 main:574] : INFO : Epoch 1646 | loss: 0.0311481 | val_loss: 0.031167 | Time: 2475.32 ms [2022-04-08 20:16:45 main:574] : INFO : Epoch 1647 | loss: 0.0311485 | val_loss: 0.031168 | Time: 2484.25 ms [2022-04-08 20:16:47 main:574] : INFO : Epoch 1648 | loss: 0.0311498 | val_loss: 0.0311712 | Time: 2519.41 ms [2022-04-08 20:16:50 main:574] : INFO : Epoch 1649 | loss: 0.0311477 | val_loss: 0.0311678 | Time: 2482.77 ms [2022-04-08 20:16:52 main:574] : INFO : Epoch 1650 | loss: 0.0311499 | val_loss: 0.0311672 | Time: 2491.71 ms [2022-04-08 20:16:55 main:574] : INFO : Epoch 1651 | loss: 0.0311473 | val_loss: 0.0311656 | Time: 2470.18 ms [2022-04-08 20:16:57 main:574] : INFO : Epoch 1652 | loss: 0.0311486 | val_loss: 0.0311688 | Time: 2508.62 ms [2022-04-08 20:17:00 main:574] : INFO : Epoch 1653 | loss: 0.0311515 | val_loss: 0.0311666 | Time: 2474.79 ms [2022-04-08 20:17:02 main:574] : INFO : Epoch 1654 | loss: 0.0311493 | val_loss: 0.0311675 | Time: 2472.63 ms [2022-04-08 20:17:04 main:574] : INFO : Epoch 1655 | loss: 0.0311506 | val_loss: 0.0311656 | Time: 2434.09 ms [2022-04-08 20:17:07 main:574] : INFO : Epoch 1656 | loss: 0.0311486 | val_loss: 0.0311654 | Time: 2457.39 ms [2022-04-08 20:17:09 main:574] : INFO : Epoch 1657 | loss: 0.0311481 | val_loss: 0.0311655 | Time: 2499.83 ms [2022-04-08 20:17:12 main:574] : INFO : Epoch 1658 | loss: 0.0311511 | val_loss: 0.0311703 | Time: 2479.63 ms [2022-04-08 20:17:14 main:574] : INFO : Epoch 1659 | loss: 0.0311549 | val_loss: 0.0311704 | Time: 2501.21 ms [2022-04-08 20:17:17 main:574] : INFO : Epoch 1660 | loss: 0.0311556 | val_loss: 0.0311688 | Time: 2497.47 ms [2022-04-08 20:17:19 main:574] : INFO : Epoch 1661 | loss: 0.0311534 | val_loss: 0.0311707 | Time: 2453.78 ms [2022-04-08 20:17:22 main:574] : INFO : Epoch 1662 | loss: 0.0311519 | val_loss: 0.0311641 | Time: 2482.74 ms [2022-04-08 20:17:24 main:574] : INFO : Epoch 1663 | loss: 0.0311519 | val_loss: 0.0311666 | Time: 2468.12 ms [2022-04-08 20:17:27 main:574] : INFO : Epoch 1664 | loss: 0.0311517 | val_loss: 0.0311661 | Time: 2477.25 ms [2022-04-08 20:17:29 main:574] : INFO : Epoch 1665 | loss: 0.0311503 | val_loss: 0.0311699 | Time: 2480.22 ms [2022-04-08 20:17:32 main:574] : INFO : Epoch 1666 | loss: 0.0311495 | val_loss: 0.0311707 | Time: 2471.88 ms [2022-04-08 20:17:34 main:574] : INFO : Epoch 1667 | loss: 0.031151 | val_loss: 0.0311656 | Time: 2495.83 ms [2022-04-08 20:17:37 main:574] : INFO : Epoch 1668 | loss: 0.0311492 | val_loss: 0.0311671 | Time: 2452.35 ms [2022-04-08 20:17:39 main:574] : INFO : Epoch 1669 | loss: 0.0311487 | val_loss: 0.0311657 | Time: 2451.36 ms [2022-04-08 20:17:42 main:574] : INFO : Epoch 1670 | loss: 0.0311477 | val_loss: 0.0311688 | Time: 2484 ms [2022-04-08 20:17:44 main:574] : INFO : Epoch 1671 | loss: 0.0311478 | val_loss: 0.0311661 | Time: 2493.67 ms [2022-04-08 20:17:47 main:574] : INFO : Epoch 1672 | loss: 0.0311485 | val_loss: 0.0311647 | Time: 2499.82 ms [2022-04-08 20:17:49 main:574] : INFO : Epoch 1673 | loss: 0.0311481 | val_loss: 0.0311669 | Time: 2498.25 ms [2022-04-08 20:17:52 main:574] : INFO : Epoch 1674 | loss: 0.0311475 | val_loss: 0.0311679 | Time: 2492.38 ms [2022-04-08 20:17:54 main:574] : INFO : Epoch 1675 | loss: 0.0311479 | val_loss: 0.031166 | Time: 2480.05 ms [2022-04-08 20:17:57 main:574] : INFO : Epoch 1676 | loss: 0.0311483 | val_loss: 0.0311661 | Time: 2489.58 ms [2022-04-08 20:17:59 main:574] : INFO : Epoch 1677 | loss: 0.0311497 | val_loss: 0.0311667 | Time: 2499.31 ms [2022-04-08 20:18:02 main:574] : INFO : Epoch 1678 | loss: 0.0311482 | val_loss: 0.0311686 | Time: 2481.59 ms [2022-04-08 20:18:04 main:574] : INFO : Epoch 1679 | loss: 0.0311509 | val_loss: 0.0311673 | Time: 2496.93 ms [2022-04-08 20:18:07 main:574] : INFO : Epoch 1680 | loss: 0.0311531 | val_loss: 0.0311673 | Time: 2490.99 ms [2022-04-08 20:18:09 main:574] : INFO : Epoch 1681 | loss: 0.0311522 | val_loss: 0.0311719 | Time: 2511.93 ms [2022-04-08 20:18:12 main:574] : INFO : Epoch 1682 | loss: 0.0311531 | val_loss: 0.0311667 | Time: 2480.76 ms [2022-04-08 20:18:14 main:574] : INFO : Epoch 1683 | loss: 0.0311541 | val_loss: 0.0311707 | Time: 2450.05 ms [2022-04-08 20:18:17 main:574] : INFO : Epoch 1684 | loss: 0.031154 | val_loss: 0.0311712 | Time: 2454.04 ms [2022-04-08 20:18:19 main:574] : INFO : Epoch 1685 | loss: 0.0311569 | val_loss: 0.0311712 | Time: 2464.83 ms [2022-04-08 20:18:21 main:574] : INFO : Epoch 1686 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 2485.03 ms [2022-04-08 20:18:24 main:574] : INFO : Epoch 1687 | loss: 0.0311525 | val_loss: 0.0311664 | Time: 2501.16 ms [2022-04-08 20:18:26 main:574] : INFO : Epoch 1688 | loss: 0.031151 | val_loss: 0.0311676 | Time: 2481.25 ms [2022-04-08 20:18:29 main:574] : INFO : Epoch 1689 | loss: 0.0311508 | val_loss: 0.0311701 | Time: 2493.49 ms [2022-04-08 20:18:31 main:574] : INFO : Epoch 1690 | loss: 0.0311514 | val_loss: 0.0311691 | Time: 2514.56 ms [2022-04-08 20:18:34 main:574] : INFO : Epoch 1691 | loss: 0.0311515 | val_loss: 0.03117 | Time: 2441.21 ms [2022-04-08 20:18:36 main:574] : INFO : Epoch 1692 | loss: 0.0311533 | val_loss: 0.031169 | Time: 2467.05 ms [2022-04-08 20:18:39 main:574] : INFO : Epoch 1693 | loss: 0.0311513 | val_loss: 0.0311703 | Time: 2504.04 ms [2022-04-08 20:18:41 main:574] : INFO : Epoch 1694 | loss: 0.0311544 | val_loss: 0.0311685 | Time: 2492.97 ms [2022-04-08 20:18:44 main:574] : INFO : Epoch 1695 | loss: 0.0311536 | val_loss: 0.0311699 | Time: 2445.07 ms [2022-04-08 20:18:46 main:574] : INFO : Epoch 1696 | loss: 0.0311533 | val_loss: 0.0311705 | Time: 2470.24 ms [2022-04-08 20:18:49 main:574] : INFO : Epoch 1697 | loss: 0.0311527 | val_loss: 0.0311718 | Time: 2456.51 ms [2022-04-08 20:18:51 main:574] : INFO : Epoch 1698 | loss: 0.0311532 | val_loss: 0.0311709 | Time: 2464.98 ms [2022-04-08 20:18:54 main:574] : INFO : Epoch 1699 | loss: 0.0311532 | val_loss: 0.0311696 | Time: 2447.95 ms [2022-04-08 20:18:56 main:574] : INFO : Epoch 1700 | loss: 0.0311527 | val_loss: 0.0311717 | Time: 2483.03 ms [2022-04-08 20:18:59 main:574] : INFO : Epoch 1701 | loss: 0.0311526 | val_loss: 0.0311717 | Time: 2435.08 ms [2022-04-08 20:19:01 main:574] : INFO : Epoch 1702 | loss: 0.0311529 | val_loss: 0.0311693 | Time: 2474.94 ms [2022-04-08 20:19:04 main:574] : INFO : Epoch 1703 | loss: 0.0311524 | val_loss: 0.0311697 | Time: 2461 ms [2022-04-08 20:19:06 main:574] : INFO : Epoch 1704 | loss: 0.031153 | val_loss: 0.0311717 | Time: 2460.28 ms [2022-04-08 20:19:08 main:574] : INFO : Epoch 1705 | loss: 0.0311577 | val_loss: 0.0311712 | Time: 2461.4 ms [2022-04-08 20:19:11 main:574] : INFO : Epoch 1706 | loss: 0.0311582 | val_loss: 0.0311707 | Time: 2478.14 ms [2022-04-08 20:19:13 main:574] : INFO : Epoch 1707 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 2495.3 ms [2022-04-08 20:19:16 main:574] : INFO : Epoch 1708 | loss: 0.0311547 | val_loss: 0.0311696 | Time: 2439.92 ms [2022-04-08 20:19:18 main:574] : INFO : Epoch 1709 | loss: 0.0311549 | val_loss: 0.0311682 | Time: 2463.35 ms [2022-04-08 20:19:21 main:574] : INFO : Epoch 1710 | loss: 0.0311561 | val_loss: 0.0311792 | Time: 2449.64 ms [2022-04-08 20:19:23 main:574] : INFO : Epoch 1711 | loss: 0.0311557 | val_loss: 0.031168 | Time: 2486.83 ms [2022-04-08 20:19:26 main:574] : INFO : Epoch 1712 | loss: 0.0311531 | val_loss: 0.0311696 | Time: 2474.05 ms [2022-04-08 20:19:28 main:574] : INFO : Epoch 1713 | loss: 0.0311525 | val_loss: 0.0311685 | Time: 2484.5 ms [2022-04-08 20:19:31 main:574] : INFO : Epoch 1714 | loss: 0.0311528 | val_loss: 0.0311678 | Time: 2462.09 ms [2022-04-08 20:19:33 main:574] : INFO : Epoch 1715 | loss: 0.0311542 | val_loss: 0.0311691 | Time: 2470.99 ms [2022-04-08 20:19:36 main:574] : INFO : Epoch 1716 | loss: 0.0311543 | val_loss: 0.0311703 | Time: 2443.53 ms [2022-04-08 20:19:38 main:574] : INFO : Epoch 1717 | loss: 0.0311541 | val_loss: 0.0311709 | Time: 2467.44 ms [2022-04-08 20:19:41 main:574] : INFO : Epoch 1718 | loss: 0.0311553 | val_loss: 0.0311697 | Time: 2480.69 ms [2022-04-08 20:19:43 main:574] : INFO : Epoch 1719 | loss: 0.031155 | val_loss: 0.0311689 | Time: 2494.15 ms [2022-04-08 20:19:46 main:574] : INFO : Epoch 1720 | loss: 0.0311538 | val_loss: 0.0311688 | Time: 2454.6 ms [2022-04-08 20:19:48 main:574] : INFO : Epoch 1721 | loss: 0.0311543 | val_loss: 0.0311708 | Time: 2478.54 ms [2022-04-08 20:19:51 main:574] : INFO : Epoch 1722 | loss: 0.0311522 | val_loss: 0.0311696 | Time: 2493.59 ms [2022-04-08 20:19:53 main:574] : INFO : Epoch 1723 | loss: 0.0311519 | val_loss: 0.0311697 | Time: 2473.26 ms [2022-04-08 20:19:55 main:574] : INFO : Epoch 1724 | loss: 0.0311515 | val_loss: 0.0311715 | Time: 2496.4 ms [2022-04-08 20:19:58 main:574] : INFO : Epoch 1725 | loss: 0.031153 | val_loss: 0.0311697 | Time: 2463.96 ms [2022-04-08 20:20:00 main:574] : INFO : Epoch 1726 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 2474.36 ms [2022-04-08 20:20:03 main:574] : INFO : Epoch 1727 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 2433.86 ms [2022-04-08 20:20:05 main:574] : INFO : Epoch 1728 | loss: 0.0311603 | val_loss: 0.031167 | Time: 2445.42 ms [2022-04-08 20:20:08 main:574] : INFO : Epoch 1729 | loss: 0.0311636 | val_loss: 0.0311683 | Time: 2500.21 ms [2022-04-08 20:20:10 main:574] : INFO : Epoch 1730 | loss: 0.0311597 | val_loss: 0.0311658 | Time: 2465.85 ms [2022-04-08 20:20:13 main:574] : INFO : Epoch 1731 | loss: 0.0311581 | val_loss: 0.0311656 | Time: 2485.88 ms [2022-04-08 20:20:15 main:574] : INFO : Epoch 1732 | loss: 0.0311575 | val_loss: 0.03117 | Time: 2461.69 ms [2022-04-08 20:20:18 main:574] : INFO : Epoch 1733 | loss: 0.0311599 | val_loss: 0.0311669 | Time: 2434.03 ms [2022-04-08 20:20:20 main:574] : INFO : Epoch 1734 | loss: 0.0311576 | val_loss: 0.031168 | Time: 2456.11 ms [2022-04-08 20:20:23 main:574] : INFO : Epoch 1735 | loss: 0.0311564 | val_loss: 0.0311664 | Time: 2477.18 ms [2022-04-08 20:20:25 main:574] : INFO : Epoch 1736 | loss: 0.0311536 | val_loss: 0.0311655 | Time: 2468.72 ms [2022-04-08 20:20:28 main:574] : INFO : Epoch 1737 | loss: 0.0311539 | val_loss: 0.031166 | Time: 2491.55 ms [2022-04-08 20:20:30 main:574] : INFO : Epoch 1738 | loss: 0.0311557 | val_loss: 0.0311675 | Time: 2448.22 ms [2022-04-08 20:20:32 main:574] : INFO : Epoch 1739 | loss: 0.031154 | val_loss: 0.0311679 | Time: 2459.2 ms [2022-04-08 20:20:35 main:574] : INFO : Epoch 1740 | loss: 0.0311545 | val_loss: 0.0311676 | Time: 2460.01 ms [2022-04-08 20:20:37 main:574] : INFO : Epoch 1741 | loss: 0.0311555 | val_loss: 0.0311669 | Time: 2449.37 ms [2022-04-08 20:20:40 main:574] : INFO : Epoch 1742 | loss: 0.0311548 | val_loss: 0.0311694 | Time: 2460.37 ms [2022-04-08 20:20:42 main:574] : INFO : Epoch 1743 | loss: 0.0311556 | val_loss: 0.0311652 | Time: 2444.22 ms [2022-04-08 20:20:45 main:574] : INFO : Epoch 1744 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 2473.9 ms [2022-04-08 20:20:47 main:574] : INFO : Epoch 1745 | loss: 0.0311542 | val_loss: 0.031165 | Time: 2458.59 ms [2022-04-08 20:20:50 main:574] : INFO : Epoch 1746 | loss: 0.0311535 | val_loss: 0.0311705 | Time: 2423.84 ms [2022-04-08 20:20:52 main:574] : INFO : Epoch 1747 | loss: 0.0311531 | val_loss: 0.0311656 | Time: 2465.52 ms [2022-04-08 20:20:55 main:574] : INFO : Epoch 1748 | loss: 0.0311541 | val_loss: 0.031167 | Time: 2433.96 ms [2022-04-08 20:20:57 main:574] : INFO : Epoch 1749 | loss: 0.0311538 | val_loss: 0.0311669 | Time: 2418.84 ms [2022-04-08 20:20:59 main:574] : INFO : Epoch 1750 | loss: 0.0311528 | val_loss: 0.0311705 | Time: 2474.4 ms [2022-04-08 20:21:02 main:574] : INFO : Epoch 1751 | loss: 0.0311536 | val_loss: 0.031165 | Time: 2458.63 ms [2022-04-08 20:21:04 main:574] : INFO : Epoch 1752 | loss: 0.0311537 | val_loss: 0.031166 | Time: 2493.38 ms [2022-04-08 20:21:07 main:574] : INFO : Epoch 1753 | loss: 0.0311539 | val_loss: 0.031166 | Time: 2451.11 ms [2022-04-08 20:21:09 main:574] : INFO : Epoch 1754 | loss: 0.0311531 | val_loss: 0.0311652 | Time: 2426.39 ms [2022-04-08 20:21:12 main:574] : INFO : Epoch 1755 | loss: 0.031152 | val_loss: 0.0311657 | Time: 2442.45 ms [2022-04-08 20:21:14 main:574] : INFO : Epoch 1756 | loss: 0.0311523 | val_loss: 0.0311657 | Time: 2446.65 ms [2022-04-08 20:21:17 main:574] : INFO : Epoch 1757 | loss: 0.0311517 | val_loss: 0.0311708 | Time: 2441.04 ms [2022-04-08 20:21:19 main:574] : INFO : Epoch 1758 | loss: 0.0311512 | val_loss: 0.0311665 | Time: 2441.03 ms [2022-04-08 20:21:22 main:574] : INFO : Epoch 1759 | loss: 0.0311521 | val_loss: 0.0311668 | Time: 2445.81 ms [2022-04-08 20:21:24 main:574] : INFO : Epoch 1760 | loss: 0.0311507 | val_loss: 0.0311667 | Time: 2455.88 ms [2022-04-08 20:21:26 main:574] : INFO : Epoch 1761 | loss: 0.0311515 | val_loss: 0.0311673 | Time: 2438.42 ms [2022-04-08 20:21:29 main:574] : INFO : Epoch 1762 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 2455.37 ms [2022-04-08 20:21:31 main:574] : INFO : Epoch 1763 | loss: 0.031166 | val_loss: 0.0311736 | Time: 2460.18 ms [2022-04-08 20:21:34 main:574] : INFO : Epoch 1764 | loss: 0.0311662 | val_loss: 0.031172 | Time: 2436.59 ms [2022-04-08 20:21:36 main:574] : INFO : Epoch 1765 | loss: 0.031168 | val_loss: 0.0311695 | Time: 2460.53 ms [2022-04-08 20:21:39 main:574] : INFO : Epoch 1766 | loss: 0.0311665 | val_loss: 0.0311699 | Time: 2458.81 ms [2022-04-08 20:21:41 main:574] : INFO : Epoch 1767 | loss: 0.0311676 | val_loss: 0.0311699 | Time: 2446.03 ms [2022-04-08 20:21:44 main:574] : INFO : Epoch 1768 | loss: 0.0311663 | val_loss: 0.0311707 | Time: 2481.17 ms [2022-04-08 20:21:46 main:574] : INFO : Epoch 1769 | loss: 0.0311658 | val_loss: 0.0311694 | Time: 2463.38 ms [2022-04-08 20:21:49 main:574] : INFO : Epoch 1770 | loss: 0.0311649 | val_loss: 0.0311714 | Time: 2451.84 ms [2022-04-08 20:21:51 main:574] : INFO : Epoch 1771 | loss: 0.0311636 | val_loss: 0.0311688 | Time: 2453.42 ms [2022-04-08 20:21:54 main:574] : INFO : Epoch 1772 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 2488.63 ms [2022-04-08 20:21:56 main:574] : INFO : Epoch 1773 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 2487.68 ms [2022-04-08 20:21:58 main:574] : INFO : Epoch 1774 | loss: 0.031163 | val_loss: 0.0311683 | Time: 2474.63 ms [2022-04-08 20:22:01 main:574] : INFO : Epoch 1775 | loss: 0.0311622 | val_loss: 0.0311686 | Time: 2444.76 ms [2022-04-08 20:22:03 main:574] : INFO : Epoch 1776 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 2465.84 ms [2022-04-08 20:22:06 main:574] : INFO : Epoch 1777 | loss: 0.031161 | val_loss: 0.0311701 | Time: 2458.25 ms [2022-04-08 20:22:08 main:574] : INFO : Epoch 1778 | loss: 0.0311621 | val_loss: 0.0311727 | Time: 2485.82 ms [2022-04-08 20:22:11 main:574] : INFO : Epoch 1779 | loss: 0.0311633 | val_loss: 0.0311717 | Time: 2478.29 ms [2022-04-08 20:22:13 main:574] : INFO : Epoch 1780 | loss: 0.0311626 | val_loss: 0.0311725 | Time: 2472.53 ms [2022-04-08 20:22:16 main:574] : INFO : Epoch 1781 | loss: 0.0311601 | val_loss: 0.0311701 | Time: 2462.25 ms [2022-04-08 20:22:18 main:574] : INFO : Epoch 1782 | loss: 0.0311595 | val_loss: 0.0311696 | Time: 2459.08 ms [2022-04-08 20:22:21 main:574] : INFO : Epoch 1783 | loss: 0.0311593 | val_loss: 0.0311709 | Time: 2460.38 ms [2022-04-08 20:22:23 main:574] : INFO : Epoch 1784 | loss: 0.0311621 | val_loss: 0.0311708 | Time: 2436.28 ms [2022-04-08 20:22:26 main:574] : INFO : Epoch 1785 | loss: 0.0311588 | val_loss: 0.0311676 | Time: 2446.33 ms [2022-04-08 20:22:28 main:574] : INFO : Epoch 1786 | loss: 0.0311595 | val_loss: 0.0311688 | Time: 2469.92 ms [2022-04-08 20:22:31 main:574] : INFO : Epoch 1787 | loss: 0.03116 | val_loss: 0.0311692 | Time: 2480.24 ms [2022-04-08 20:22:33 main:574] : INFO : Epoch 1788 | loss: 0.0311607 | val_loss: 0.0311697 | Time: 2434.66 ms [2022-04-08 20:22:35 main:574] : INFO : Epoch 1789 | loss: 0.0311599 | val_loss: 0.0311669 | Time: 2445.87 ms [2022-04-08 20:22:38 main:574] : INFO : Epoch 1790 | loss: 0.0311594 | val_loss: 0.0311706 | Time: 2447.31 ms [2022-04-08 20:22:40 main:574] : INFO : Epoch 1791 | loss: 0.03116 | val_loss: 0.031172 | Time: 2437.19 ms [2022-04-08 20:22:43 main:574] : INFO : Epoch 1792 | loss: 0.0311606 | val_loss: 0.0311688 | Time: 2453.01 ms [2022-04-08 20:22:45 main:574] : INFO : Epoch 1793 | loss: 0.0311589 | val_loss: 0.0311695 | Time: 2475.3 ms [2022-04-08 20:22:48 main:574] : INFO : Epoch 1794 | loss: 0.0311586 | val_loss: 0.0311679 | Time: 2463.55 ms [2022-04-08 20:22:50 main:574] : INFO : Epoch 1795 | loss: 0.0311584 | val_loss: 0.0311687 | Time: 2448.6 ms [2022-04-08 20:22:53 main:574] : INFO : Epoch 1796 | loss: 0.0311611 | val_loss: 0.0311666 | Time: 2454.23 ms [2022-04-08 20:22:55 main:574] : INFO : Epoch 1797 | loss: 0.0311593 | val_loss: 0.0311669 | Time: 2455.1 ms [2022-04-08 20:22:58 main:574] : INFO : Epoch 1798 | loss: 0.0311601 | val_loss: 0.0311661 | Time: 2441.54 ms [2022-04-08 20:23:00 main:574] : INFO : Epoch 1799 | loss: 0.0311591 | val_loss: 0.0311652 | Time: 2448.51 ms [2022-04-08 20:23:02 main:574] : INFO : Epoch 1800 | loss: 0.0311585 | val_loss: 0.0311649 | Time: 2449.4 ms [2022-04-08 20:23:05 main:574] : INFO : Epoch 1801 | loss: 0.0311588 | val_loss: 0.031164 | Time: 2441.58 ms [2022-04-08 20:23:07 main:574] : INFO : Epoch 1802 | loss: 0.0311571 | val_loss: 0.0311667 | Time: 2413.17 ms [2022-04-08 20:23:10 main:574] : INFO : Epoch 1803 | loss: 0.0311589 | val_loss: 0.0311684 | Time: 2463.56 ms [2022-04-08 20:23:12 main:574] : INFO : Epoch 1804 | loss: 0.0311668 | val_loss: 0.031174 | Time: 2454.38 ms [2022-04-08 20:23:15 main:574] : INFO : Epoch 1805 | loss: 0.0311798 | val_loss: 0.031189 | Time: 2431.57 ms [2022-04-08 20:23:17 main:574] : INFO : Epoch 1806 | loss: 0.0311757 | val_loss: 0.0311745 | Time: 2443.6 ms [2022-04-08 20:23:20 main:574] : INFO : Epoch 1807 | loss: 0.0311658 | val_loss: 0.0311718 | Time: 2475.28 ms [2022-04-08 20:23:22 main:574] : INFO : Epoch 1808 | loss: 0.0311692 | val_loss: 0.0311719 | Time: 2461.59 ms [2022-04-08 20:23:24 main:574] : INFO : Epoch 1809 | loss: 0.0311689 | val_loss: 0.031174 | Time: 2411.45 ms [2022-04-08 20:23:27 main:574] : INFO : Epoch 1810 | loss: 0.0311664 | val_loss: 0.0311717 | Time: 2470.89 ms [2022-04-08 20:23:29 main:574] : INFO : Epoch 1811 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 2402.65 ms [2022-04-08 20:23:32 main:574] : INFO : Epoch 1812 | loss: 0.0311673 | val_loss: 0.031175 | Time: 2448.94 ms [2022-04-08 20:23:34 main:574] : INFO : Epoch 1813 | loss: 0.0311666 | val_loss: 0.0311711 | Time: 2445.39 ms [2022-04-08 20:23:37 main:574] : INFO : Epoch 1814 | loss: 0.0311679 | val_loss: 0.0311768 | Time: 2457.77 ms [2022-04-08 20:23:39 main:574] : INFO : Epoch 1815 | loss: 0.0311669 | val_loss: 0.0311794 | Time: 2432.1 ms [2022-04-08 20:23:42 main:574] : INFO : Epoch 1816 | loss: 0.0311656 | val_loss: 0.0311718 | Time: 2510.93 ms [2022-04-08 20:23:44 main:574] : INFO : Epoch 1817 | loss: 0.0311673 | val_loss: 0.0311749 | Time: 2484.92 ms [2022-04-08 20:23:47 main:574] : INFO : Epoch 1818 | loss: 0.0311629 | val_loss: 0.0311718 | Time: 2483.08 ms [2022-04-08 20:23:49 main:574] : INFO : Epoch 1819 | loss: 0.0311631 | val_loss: 0.031173 | Time: 2449.33 ms [2022-04-08 20:23:52 main:574] : INFO : Epoch 1820 | loss: 0.0311632 | val_loss: 0.0311764 | Time: 2495.05 ms [2022-04-08 20:23:54 main:574] : INFO : Epoch 1821 | loss: 0.0311619 | val_loss: 0.031175 | Time: 2465.38 ms [2022-04-08 20:23:56 main:574] : INFO : Epoch 1822 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 2431.59 ms [2022-04-08 20:23:59 main:574] : INFO : Epoch 1823 | loss: 0.0311639 | val_loss: 0.0311735 | Time: 2423.77 ms [2022-04-08 20:24:01 main:574] : INFO : Epoch 1824 | loss: 0.0311664 | val_loss: 0.0311759 | Time: 2421.51 ms [2022-04-08 20:24:04 main:574] : INFO : Epoch 1825 | loss: 0.031167 | val_loss: 0.0311743 | Time: 2466.6 ms [2022-04-08 20:24:06 main:574] : INFO : Epoch 1826 | loss: 0.0311655 | val_loss: 0.0311765 | Time: 2422.72 ms [2022-04-08 20:24:09 main:574] : INFO : Epoch 1827 | loss: 0.0311633 | val_loss: 0.0311733 | Time: 2422.85 ms [2022-04-08 20:24:11 main:574] : INFO : Epoch 1828 | loss: 0.0311623 | val_loss: 0.0311727 | Time: 2458.17 ms [2022-04-08 20:24:14 main:574] : INFO : Epoch 1829 | loss: 0.0311626 | val_loss: 0.0311719 | Time: 2452.97 ms [2022-04-08 20:24:16 main:574] : INFO : Epoch 1830 | loss: 0.0311651 | val_loss: 0.0311742 | Time: 2429.21 ms [2022-04-08 20:24:18 main:574] : INFO : Epoch 1831 | loss: 0.0311651 | val_loss: 0.031174 | Time: 2446.89 ms [2022-04-08 20:24:21 main:574] : INFO : Epoch 1832 | loss: 0.0311636 | val_loss: 0.0311728 | Time: 2451.78 ms [2022-04-08 20:24:23 main:574] : INFO : Epoch 1833 | loss: 0.0311633 | val_loss: 0.0311712 | Time: 2460.76 ms [2022-04-08 20:24:26 main:574] : INFO : Epoch 1834 | loss: 0.0311615 | val_loss: 0.0311728 | Time: 2461.92 ms [2022-04-08 20:24:28 main:574] : INFO : Epoch 1835 | loss: 0.0311615 | val_loss: 0.0311723 | Time: 2433.5 ms [2022-04-08 20:24:31 main:574] : INFO : Epoch 1836 | loss: 0.0311598 | val_loss: 0.0311729 | Time: 2459.87 ms [2022-04-08 20:24:33 main:574] : INFO : Epoch 1837 | loss: 0.0311613 | val_loss: 0.0311708 | Time: 2464.55 ms [2022-04-08 20:24:36 main:574] : INFO : Epoch 1838 | loss: 0.0311612 | val_loss: 0.0311742 | Time: 2495.61 ms [2022-04-08 20:24:38 main:574] : INFO : Epoch 1839 | loss: 0.031161 | val_loss: 0.0311769 | Time: 2456.94 ms [2022-04-08 20:24:41 main:574] : INFO : Epoch 1840 | loss: 0.0311592 | val_loss: 0.0311714 | Time: 2460.76 ms [2022-04-08 20:24:43 main:574] : INFO : Epoch 1841 | loss: 0.0311575 | val_loss: 0.0311713 | Time: 2441.33 ms [2022-04-08 20:24:45 main:574] : INFO : Epoch 1842 | loss: 0.0311574 | val_loss: 0.0311712 | Time: 2443.88 ms [2022-04-08 20:24:48 main:574] : INFO : Epoch 1843 | loss: 0.0311573 | val_loss: 0.0311751 | Time: 2447.54 ms [2022-04-08 20:24:50 main:574] : INFO : Epoch 1844 | loss: 0.0311574 | val_loss: 0.0311684 | Time: 2437.59 ms [2022-04-08 20:24:53 main:574] : INFO : Epoch 1845 | loss: 0.031156 | val_loss: 0.0311706 | Time: 2458.35 ms [2022-04-08 20:24:55 main:574] : INFO : Epoch 1846 | loss: 0.0311558 | val_loss: 0.0311712 | Time: 2454.19 ms [2022-04-08 20:24:58 main:574] : INFO : Epoch 1847 | loss: 0.0311604 | val_loss: 0.0311801 | Time: 2445.58 ms [2022-04-08 20:25:00 main:574] : INFO : Epoch 1848 | loss: 0.0311607 | val_loss: 0.0311729 | Time: 2438.61 ms [2022-04-08 20:25:03 main:574] : INFO : Epoch 1849 | loss: 0.0311608 | val_loss: 0.0311711 | Time: 2435.31 ms [2022-04-08 20:25:05 main:574] : INFO : Epoch 1850 | loss: 0.0311618 | val_loss: 0.0311689 | Time: 2431.21 ms [2022-04-08 20:25:07 main:574] : INFO : Epoch 1851 | loss: 0.0311626 | val_loss: 0.0311703 | Time: 2452.93 ms [2022-04-08 20:25:10 main:574] : INFO : Epoch 1852 | loss: 0.0311649 | val_loss: 0.0311701 | Time: 2459.93 ms [2022-04-08 20:25:12 main:574] : INFO : Epoch 1853 | loss: 0.0311679 | val_loss: 0.0311704 | Time: 2454.84 ms [2022-04-08 20:25:15 main:574] : INFO : Epoch 1854 | loss: 0.0311678 | val_loss: 0.0311741 | Time: 2470.18 ms [2022-04-08 20:25:17 main:574] : INFO : Epoch 1855 | loss: 0.0311678 | val_loss: 0.0311692 | Time: 2452.6 ms [2022-04-08 20:25:20 main:574] : INFO : Epoch 1856 | loss: 0.0311658 | val_loss: 0.0311682 | Time: 2465.91 ms [2022-04-08 20:25:22 main:574] : INFO : Epoch 1857 | loss: 0.031164 | val_loss: 0.0311683 | Time: 2423.14 ms [2022-04-08 20:25:25 main:574] : INFO : Epoch 1858 | loss: 0.0311632 | val_loss: 0.0311707 | Time: 2485.45 ms [2022-04-08 20:25:27 main:574] : INFO : Epoch 1859 | loss: 0.0311614 | val_loss: 0.0311694 | Time: 2461.33 ms [2022-04-08 20:25:30 main:574] : INFO : Epoch 1860 | loss: 0.0311631 | val_loss: 0.0311671 | Time: 2460.48 ms [2022-04-08 20:25:32 main:574] : INFO : Epoch 1861 | loss: 0.0311625 | val_loss: 0.0311666 | Time: 2433.82 ms [2022-04-08 20:25:35 main:574] : INFO : Epoch 1862 | loss: 0.0311623 | val_loss: 0.0311663 | Time: 2476.05 ms [2022-04-08 20:25:37 main:574] : INFO : Epoch 1863 | loss: 0.0311646 | val_loss: 0.0311682 | Time: 2491.54 ms [2022-04-08 20:25:40 main:574] : INFO : Epoch 1864 | loss: 0.0311656 | val_loss: 0.0311704 | Time: 2469.53 ms [2022-04-08 20:25:42 main:574] : INFO : Epoch 1865 | loss: 0.0311715 | val_loss: 0.031203 | Time: 2498.19 ms [2022-04-08 20:25:45 main:574] : INFO : Epoch 1866 | loss: 0.0311737 | val_loss: 0.0311723 | Time: 2499.61 ms [2022-04-08 20:25:47 main:574] : INFO : Epoch 1867 | loss: 0.0311679 | val_loss: 0.0311752 | Time: 2479.87 ms [2022-04-08 20:25:50 main:574] : INFO : Epoch 1868 | loss: 0.031171 | val_loss: 0.0311749 | Time: 2493.45 ms [2022-04-08 20:25:52 main:574] : INFO : Epoch 1869 | loss: 0.0311726 | val_loss: 0.031171 | Time: 2488.53 ms [2022-04-08 20:25:54 main:574] : INFO : Epoch 1870 | loss: 0.0311685 | val_loss: 0.0311726 | Time: 2456.52 ms [2022-04-08 20:25:57 main:574] : INFO : Epoch 1871 | loss: 0.0311774 | val_loss: 0.0311811 | Time: 2440.26 ms [2022-04-08 20:25:59 main:574] : INFO : Epoch 1872 | loss: 0.0311804 | val_loss: 0.0311804 | Time: 2494.26 ms [2022-04-08 20:26:02 main:574] : INFO : Epoch 1873 | loss: 0.0311777 | val_loss: 0.0311833 | Time: 2467.27 ms [2022-04-08 20:26:04 main:574] : INFO : Epoch 1874 | loss: 0.0311777 | val_loss: 0.0311781 | Time: 2502 ms [2022-04-08 20:26:07 main:574] : INFO : Epoch 1875 | loss: 0.0311766 | val_loss: 0.0311799 | Time: 2484.81 ms [2022-04-08 20:26:09 main:574] : INFO : Epoch 1876 | loss: 0.0311776 | val_loss: 0.0311794 | Time: 2517.72 ms [2022-04-08 20:26:12 main:574] : INFO : Epoch 1877 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 2463.49 ms [2022-04-08 20:26:14 main:574] : INFO : Epoch 1878 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 2469.03 ms [2022-04-08 20:26:17 main:574] : INFO : Epoch 1879 | loss: 0.0311764 | val_loss: 0.0311804 | Time: 2478.1 ms [2022-04-08 20:26:19 main:574] : INFO : Epoch 1880 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 2460.48 ms [2022-04-08 20:26:22 main:574] : INFO : Epoch 1881 | loss: 0.031176 | val_loss: 0.0311835 | Time: 2466.84 ms [2022-04-08 20:26:24 main:574] : INFO : Epoch 1882 | loss: 0.0311805 | val_loss: 0.0311837 | Time: 2446.46 ms [2022-04-08 20:26:27 main:574] : INFO : Epoch 1883 | loss: 0.0311773 | val_loss: 0.0311813 | Time: 2472.13 ms [2022-04-08 20:26:29 main:574] : INFO : Epoch 1884 | loss: 0.031177 | val_loss: 0.0311814 | Time: 2496.38 ms [2022-04-08 20:26:32 main:574] : INFO : Epoch 1885 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 2499.36 ms [2022-04-08 20:26:34 main:574] : INFO : Epoch 1886 | loss: 0.031175 | val_loss: 0.03118 | Time: 2496.01 ms [2022-04-08 20:26:37 main:574] : INFO : Epoch 1887 | loss: 0.0311752 | val_loss: 0.0311833 | Time: 2457.4 ms [2022-04-08 20:26:39 main:574] : INFO : Epoch 1888 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 2462.03 ms [2022-04-08 20:26:42 main:574] : INFO : Epoch 1889 | loss: 0.0311731 | val_loss: 0.0311822 | Time: 2498.87 ms [2022-04-08 20:26:44 main:574] : INFO : Epoch 1890 | loss: 0.0311732 | val_loss: 0.0311801 | Time: 2440.58 ms [2022-04-08 20:26:46 main:574] : INFO : Epoch 1891 | loss: 0.031172 | val_loss: 0.0311814 | Time: 2434.96 ms [2022-04-08 20:26:49 main:574] : INFO : Epoch 1892 | loss: 0.031172 | val_loss: 0.0311801 | Time: 2490.4 ms [2022-04-08 20:26:51 main:574] : INFO : Epoch 1893 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 2469.27 ms [2022-04-08 20:26:54 main:574] : INFO : Epoch 1894 | loss: 0.0311727 | val_loss: 0.0311813 | Time: 2477.17 ms [2022-04-08 20:26:56 main:574] : INFO : Epoch 1895 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 2451.96 ms [2022-04-08 20:26:59 main:574] : INFO : Epoch 1896 | loss: 0.0311726 | val_loss: 0.0311798 | Time: 2460.1 ms [2022-04-08 20:27:01 main:574] : INFO : Epoch 1897 | loss: 0.0311821 | val_loss: 0.0311912 | Time: 2464.94 ms [2022-04-08 20:27:04 main:574] : INFO : Epoch 1898 | loss: 0.0311931 | val_loss: 0.0311952 | Time: 2465.61 ms [2022-04-08 20:27:06 main:574] : INFO : Epoch 1899 | loss: 0.0311944 | val_loss: 0.031194 | Time: 2451.37 ms [2022-04-08 20:27:09 main:574] : INFO : Epoch 1900 | loss: 0.0311918 | val_loss: 0.0311941 | Time: 2477.53 ms [2022-04-08 20:27:11 main:574] : INFO : Epoch 1901 | loss: 0.031192 | val_loss: 0.0311929 | Time: 2500.81 ms [2022-04-08 20:27:14 main:574] : INFO : Epoch 1902 | loss: 0.0311922 | val_loss: 0.0311987 | Time: 2455.54 ms [2022-04-08 20:27:16 main:574] : INFO : Epoch 1903 | loss: 0.0311928 | val_loss: 0.0311934 | Time: 2452.83 ms [2022-04-08 20:27:19 main:574] : INFO : Epoch 1904 | loss: 0.0311878 | val_loss: 0.0311873 | Time: 2447.94 ms [2022-04-08 20:27:21 main:574] : INFO : Epoch 1905 | loss: 0.0311849 | val_loss: 0.031188 | Time: 2444.57 ms [2022-04-08 20:27:23 main:574] : INFO : Epoch 1906 | loss: 0.031183 | val_loss: 0.0311882 | Time: 2470.75 ms [2022-04-08 20:27:26 main:574] : INFO : Epoch 1907 | loss: 0.0311815 | val_loss: 0.0311862 | Time: 2445.11 ms [2022-04-08 20:27:28 main:574] : INFO : Epoch 1908 | loss: 0.0311803 | val_loss: 0.0311859 | Time: 2459.12 ms [2022-04-08 20:27:31 main:574] : INFO : Epoch 1909 | loss: 0.0311812 | val_loss: 0.0311852 | Time: 2446.3 ms [2022-04-08 20:27:33 main:574] : INFO : Epoch 1910 | loss: 0.0311803 | val_loss: 0.0311845 | Time: 2475.91 ms [2022-04-08 20:27:36 main:574] : INFO : Epoch 1911 | loss: 0.0311796 | val_loss: 0.0311837 | Time: 2409.01 ms [2022-04-08 20:27:38 main:574] : INFO : Epoch 1912 | loss: 0.0311797 | val_loss: 0.0311852 | Time: 2488.45 ms [2022-04-08 20:27:41 main:574] : INFO : Epoch 1913 | loss: 0.0311779 | val_loss: 0.0311829 | Time: 2505.22 ms [2022-04-08 20:27:43 main:574] : INFO : Epoch 1914 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 2454.57 ms [2022-04-08 20:27:46 main:574] : INFO : Epoch 1915 | loss: 0.0311772 | val_loss: 0.0311837 | Time: 2429.58 ms [2022-04-08 20:27:48 main:574] : INFO : Epoch 1916 | loss: 0.0311789 | val_loss: 0.0311867 | Time: 2463.15 ms [2022-04-08 20:27:51 main:574] : INFO : Epoch 1917 | loss: 0.0311772 | val_loss: 0.0311859 | Time: 2485.86 ms [2022-04-08 20:27:53 main:574] : INFO : Epoch 1918 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 2437.36 ms [2022-04-08 20:27:55 main:574] : INFO : Epoch 1919 | loss: 0.0311776 | val_loss: 0.031186 | Time: 2429.29 ms [2022-04-08 20:27:58 main:574] : INFO : Epoch 1920 | loss: 0.031176 | val_loss: 0.031183 | Time: 2483.57 ms [2022-04-08 20:28:00 main:574] : INFO : Epoch 1921 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 2506.8 ms [2022-04-08 20:28:03 main:574] : INFO : Epoch 1922 | loss: 0.0311797 | val_loss: 0.0311882 | Time: 2481.87 ms [2022-04-08 20:28:05 main:574] : INFO : Epoch 1923 | loss: 0.0311811 | val_loss: 0.0311872 | Time: 2471.98 ms [2022-04-08 20:28:08 main:574] : INFO : Epoch 1924 | loss: 0.0311783 | val_loss: 0.0311861 | Time: 2470.01 ms [2022-04-08 20:28:10 main:574] : INFO : Epoch 1925 | loss: 0.0311778 | val_loss: 0.0311855 | Time: 2455.61 ms [2022-04-08 20:28:13 main:574] : INFO : Epoch 1926 | loss: 0.0311769 | val_loss: 0.0311849 | Time: 2457.5 ms [2022-04-08 20:28:15 main:574] : INFO : Epoch 1927 | loss: 0.0311767 | val_loss: 0.0311852 | Time: 2475.14 ms [2022-04-08 20:28:18 main:574] : INFO : Epoch 1928 | loss: 0.0311762 | val_loss: 0.0311848 | Time: 2459.7 ms [2022-04-08 20:28:20 main:574] : INFO : Epoch 1929 | loss: 0.0311756 | val_loss: 0.031185 | Time: 2477.07 ms [2022-04-08 20:28:23 main:574] : INFO : Epoch 1930 | loss: 0.0311756 | val_loss: 0.0311854 | Time: 2439 ms [2022-04-08 20:28:25 main:574] : INFO : Epoch 1931 | loss: 0.0311808 | val_loss: 0.0311848 | Time: 2464.9 ms [2022-04-08 20:28:28 main:574] : INFO : Epoch 1932 | loss: 0.0311847 | val_loss: 0.031185 | Time: 2478.78 ms [2022-04-08 20:28:30 main:574] : INFO : Epoch 1933 | loss: 0.0311823 | val_loss: 0.0311852 | Time: 2493.05 ms [2022-04-08 20:28:33 main:574] : INFO : Epoch 1934 | loss: 0.0311812 | val_loss: 0.0311831 | Time: 2479.74 ms [2022-04-08 20:28:35 main:574] : INFO : Epoch 1935 | loss: 0.0311805 | val_loss: 0.031183 | Time: 2445.66 ms [2022-04-08 20:28:37 main:574] : INFO : Epoch 1936 | loss: 0.0311802 | val_loss: 0.0311865 | Time: 2447.84 ms [2022-04-08 20:28:40 main:574] : INFO : Epoch 1937 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 2443.4 ms [2022-04-08 20:28:42 main:574] : INFO : Epoch 1938 | loss: 0.0311813 | val_loss: 0.0311867 | Time: 2471.71 ms [2022-04-08 20:28:45 main:574] : INFO : Epoch 1939 | loss: 0.031181 | val_loss: 0.0311843 | Time: 2471.6 ms [2022-04-08 20:28:47 main:574] : INFO : Epoch 1940 | loss: 0.0311802 | val_loss: 0.0311841 | Time: 2455.57 ms [2022-04-08 20:28:50 main:574] : INFO : Epoch 1941 | loss: 0.03118 | val_loss: 0.0311838 | Time: 2427.62 ms [2022-04-08 20:28:52 main:574] : INFO : Epoch 1942 | loss: 0.0311802 | val_loss: 0.0311856 | Time: 2448.32 ms [2022-04-08 20:28:55 main:574] : INFO : Epoch 1943 | loss: 0.0311807 | val_loss: 0.0311835 | Time: 2462.92 ms [2022-04-08 20:28:57 main:574] : INFO : Epoch 1944 | loss: 0.0311801 | val_loss: 0.0311839 | Time: 2440.44 ms [2022-04-08 20:29:00 main:574] : INFO : Epoch 1945 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 2486.17 ms [2022-04-08 20:29:02 main:574] : INFO : Epoch 1946 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 2466.22 ms [2022-04-08 20:29:04 main:574] : INFO : Epoch 1947 | loss: 0.0311798 | val_loss: 0.0311838 | Time: 2462.08 ms [2022-04-08 20:29:07 main:574] : INFO : Epoch 1948 | loss: 0.0311789 | val_loss: 0.0311853 | Time: 2526.69 ms [2022-04-08 20:29:10 main:574] : INFO : Epoch 1949 | loss: 0.0311803 | val_loss: 0.0311858 | Time: 2503.62 ms [2022-04-08 20:29:12 main:574] : INFO : Epoch 1950 | loss: 0.0311813 | val_loss: 0.0311879 | Time: 2517.79 ms [2022-04-08 20:29:15 main:574] : INFO : Epoch 1951 | loss: 0.0311791 | val_loss: 0.0311826 | Time: 2486.82 ms [2022-04-08 20:29:17 main:574] : INFO : Epoch 1952 | loss: 0.0311796 | val_loss: 0.0311893 | Time: 2467.58 ms [2022-04-08 20:29:19 main:574] : INFO : Epoch 1953 | loss: 0.0311807 | val_loss: 0.0311837 | Time: 2460.35 ms [2022-04-08 20:29:22 main:574] : INFO : Epoch 1954 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 2462.14 ms [2022-04-08 20:29:24 main:574] : INFO : Epoch 1955 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 2456.65 ms [2022-04-08 20:29:27 main:574] : INFO : Epoch 1956 | loss: 0.031177 | val_loss: 0.0311818 | Time: 2457.61 ms [2022-04-08 20:29:29 main:574] : INFO : Epoch 1957 | loss: 0.0311774 | val_loss: 0.031183 | Time: 2444.96 ms [2022-04-08 20:29:32 main:574] : INFO : Epoch 1958 | loss: 0.0311779 | val_loss: 0.0311854 | Time: 2463.31 ms [2022-04-08 20:29:34 main:574] : INFO : Epoch 1959 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 2465.03 ms [2022-04-08 20:29:37 main:574] : INFO : Epoch 1960 | loss: 0.031177 | val_loss: 0.031184 | Time: 2484.62 ms [2022-04-08 20:29:39 main:574] : INFO : Epoch 1961 | loss: 0.0311813 | val_loss: 0.0311848 | Time: 2500.6 ms [2022-04-08 20:29:42 main:574] : INFO : Epoch 1962 | loss: 0.0311832 | val_loss: 0.0311872 | Time: 2449.76 ms [2022-04-08 20:29:44 main:574] : INFO : Epoch 1963 | loss: 0.0311834 | val_loss: 0.0311883 | Time: 2460.23 ms [2022-04-08 20:29:47 main:574] : INFO : Epoch 1964 | loss: 0.0311814 | val_loss: 0.0311893 | Time: 2491.21 ms [2022-04-08 20:29:49 main:574] : INFO : Epoch 1965 | loss: 0.0311814 | val_loss: 0.0311883 | Time: 2493.88 ms [2022-04-08 20:29:52 main:574] : INFO : Epoch 1966 | loss: 0.0311846 | val_loss: 0.0311881 | Time: 2454.06 ms [2022-04-08 20:29:54 main:574] : INFO : Epoch 1967 | loss: 0.0311858 | val_loss: 0.031188 | Time: 2483.19 ms [2022-04-08 20:29:57 main:574] : INFO : Epoch 1968 | loss: 0.031185 | val_loss: 0.0311881 | Time: 2472.68 ms [2022-04-08 20:29:59 main:574] : INFO : Epoch 1969 | loss: 0.0311845 | val_loss: 0.0311881 | Time: 2490.25 ms [2022-04-08 20:30:02 main:574] : INFO : Epoch 1970 | loss: 0.0311845 | val_loss: 0.0311887 | Time: 2469.42 ms [2022-04-08 20:30:04 main:574] : INFO : Epoch 1971 | loss: 0.031185 | val_loss: 0.0311908 | Time: 2479.06 ms [2022-04-08 20:30:06 main:574] : INFO : Epoch 1972 | loss: 0.0311858 | val_loss: 0.031187 | Time: 2486.27 ms [2022-04-08 20:30:09 main:574] : INFO : Epoch 1973 | loss: 0.0311863 | val_loss: 0.0311898 | Time: 2470.37 ms [2022-04-08 20:30:11 main:574] : INFO : Epoch 1974 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 2495.89 ms [2022-04-08 20:30:14 main:574] : INFO : Epoch 1975 | loss: 0.0311867 | val_loss: 0.0311898 | Time: 2477.27 ms [2022-04-08 20:30:16 main:574] : INFO : Epoch 1976 | loss: 0.0311871 | val_loss: 0.0311896 | Time: 2486.33 ms [2022-04-08 20:30:19 main:574] : INFO : Epoch 1977 | loss: 0.0311892 | val_loss: 0.0311935 | Time: 2470.36 ms [2022-04-08 20:30:21 main:574] : INFO : Epoch 1978 | loss: 0.0311896 | val_loss: 0.0311912 | Time: 2484.71 ms [2022-04-08 20:30:24 main:574] : INFO : Epoch 1979 | loss: 0.0311873 | val_loss: 0.0311892 | Time: 2452.07 ms [2022-04-08 20:30:26 main:574] : INFO : Epoch 1980 | loss: 0.0311872 | val_loss: 0.0311892 | Time: 2485.32 ms [2022-04-08 20:30:29 main:574] : INFO : Epoch 1981 | loss: 0.0311866 | val_loss: 0.0311901 | Time: 2503.77 ms [2022-04-08 20:30:31 main:574] : INFO : Epoch 1982 | loss: 0.0311869 | val_loss: 0.0311917 | Time: 2475.39 ms [2022-04-08 20:30:34 main:574] : INFO : Epoch 1983 | loss: 0.0311872 | val_loss: 0.0311913 | Time: 2482.09 ms [2022-04-08 20:30:36 main:574] : INFO : Epoch 1984 | loss: 0.0311864 | val_loss: 0.0311902 | Time: 2485.33 ms [2022-04-08 20:30:39 main:574] : INFO : Epoch 1985 | loss: 0.031187 | val_loss: 0.0311944 | Time: 2484.93 ms [2022-04-08 20:30:41 main:574] : INFO : Epoch 1986 | loss: 0.0311866 | val_loss: 0.0311901 | Time: 2497.72 ms [2022-04-08 20:30:44 main:574] : INFO : Epoch 1987 | loss: 0.0311858 | val_loss: 0.0311891 | Time: 2457.24 ms [2022-04-08 20:30:46 main:574] : INFO : Epoch 1988 | loss: 0.0311852 | val_loss: 0.0311892 | Time: 2476.81 ms [2022-04-08 20:30:49 main:574] : INFO : Epoch 1989 | loss: 0.0311849 | val_loss: 0.0311898 | Time: 2498.78 ms [2022-04-08 20:30:51 main:574] : INFO : Epoch 1990 | loss: 0.0311871 | val_loss: 0.0311934 | Time: 2462.23 ms [2022-04-08 20:30:54 main:574] : INFO : Epoch 1991 | loss: 0.0311885 | val_loss: 0.0311913 | Time: 2440.39 ms [2022-04-08 20:30:56 main:574] : INFO : Epoch 1992 | loss: 0.0311879 | val_loss: 0.0311917 | Time: 2447.55 ms [2022-04-08 20:30:59 main:574] : INFO : Epoch 1993 | loss: 0.0311873 | val_loss: 0.0311928 | Time: 2499.37 ms [2022-04-08 20:31:01 main:574] : INFO : Epoch 1994 | loss: 0.031187 | val_loss: 0.0311906 | Time: 2472.15 ms [2022-04-08 20:31:03 main:574] : INFO : Epoch 1995 | loss: 0.0311866 | val_loss: 0.031191 | Time: 2456.79 ms [2022-04-08 20:31:06 main:574] : INFO : Epoch 1996 | loss: 0.0311865 | val_loss: 0.0311913 | Time: 2468.36 ms [2022-04-08 20:31:08 main:574] : INFO : Epoch 1997 | loss: 0.0311877 | val_loss: 0.0311917 | Time: 2480.23 ms [2022-04-08 20:31:11 main:574] : INFO : Epoch 1998 | loss: 0.0311857 | val_loss: 0.0311895 | Time: 2441.17 ms [2022-04-08 20:31:13 main:574] : INFO : Epoch 1999 | loss: 0.0311856 | val_loss: 0.0311909 | Time: 2462.39 ms [2022-04-08 20:31:16 main:574] : INFO : Epoch 2000 | loss: 0.0311854 | val_loss: 0.0311902 | Time: 2446.3 ms [2022-04-08 20:31:18 main:574] : INFO : Epoch 2001 | loss: 0.0311861 | val_loss: 0.0311896 | Time: 2470.19 ms [2022-04-08 20:31:21 main:574] : INFO : Epoch 2002 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 2443.14 ms [2022-04-08 20:31:23 main:574] : INFO : Epoch 2003 | loss: 0.0311848 | val_loss: 0.0311905 | Time: 2437.96 ms [2022-04-08 20:31:26 main:574] : INFO : Epoch 2004 | loss: 0.0311847 | val_loss: 0.0311898 | Time: 2449.4 ms [2022-04-08 20:31:28 main:574] : INFO : Epoch 2005 | loss: 0.0311853 | val_loss: 0.0311898 | Time: 2472.89 ms [2022-04-08 20:31:31 main:574] : INFO : Epoch 2006 | loss: 0.031186 | val_loss: 0.0311891 | Time: 2483.07 ms [2022-04-08 20:31:33 main:574] : INFO : Epoch 2007 | loss: 0.0311858 | val_loss: 0.0311926 | Time: 2485.54 ms [2022-04-08 20:31:36 main:574] : INFO : Epoch 2008 | loss: 0.0311866 | val_loss: 0.0311898 | Time: 2485.18 ms [2022-04-08 20:31:38 main:574] : INFO : Epoch 2009 | loss: 0.031185 | val_loss: 0.0311889 | Time: 2478.08 ms [2022-04-08 20:31:40 main:574] : INFO : Epoch 2010 | loss: 0.031184 | val_loss: 0.0311905 | Time: 2475.81 ms [2022-04-08 20:31:43 main:574] : INFO : Epoch 2011 | loss: 0.0311867 | val_loss: 0.0311961 | Time: 2450.01 ms [2022-04-08 20:31:45 main:574] : INFO : Epoch 2012 | loss: 0.0311898 | val_loss: 0.0311917 | Time: 2475.73 ms [2022-04-08 20:31:48 main:574] : INFO : Epoch 2013 | loss: 0.03119 | val_loss: 0.0311922 | Time: 2479.22 ms [2022-04-08 20:31:50 main:574] : INFO : Epoch 2014 | loss: 0.0311855 | val_loss: 0.0311885 | Time: 2485.36 ms [2022-04-08 20:31:53 main:574] : INFO : Epoch 2015 | loss: 0.031184 | val_loss: 0.0311882 | Time: 2484.63 ms [2022-04-08 20:31:55 main:574] : INFO : Epoch 2016 | loss: 0.0311828 | val_loss: 0.0311886 | Time: 2481.69 ms [2022-04-08 20:31:58 main:574] : INFO : Epoch 2017 | loss: 0.0311828 | val_loss: 0.031189 | Time: 2516.18 ms [2022-04-08 20:32:00 main:574] : INFO : Epoch 2018 | loss: 0.0311836 | val_loss: 0.0311873 | Time: 2469.27 ms [2022-04-08 20:32:03 main:574] : INFO : Epoch 2019 | loss: 0.0311839 | val_loss: 0.0311883 | Time: 2467.09 ms [2022-04-08 20:32:05 main:574] : INFO : Epoch 2020 | loss: 0.0311857 | val_loss: 0.0311898 | Time: 2465.63 ms [2022-04-08 20:32:08 main:574] : INFO : Epoch 2021 | loss: 0.0311848 | val_loss: 0.0311896 | Time: 2447.63 ms [2022-04-08 20:32:10 main:574] : INFO : Epoch 2022 | loss: 0.0311847 | val_loss: 0.0311902 | Time: 2466.41 ms [2022-04-08 20:32:13 main:574] : INFO : Epoch 2023 | loss: 0.0311826 | val_loss: 0.0311872 | Time: 2468.35 ms [2022-04-08 20:32:15 main:574] : INFO : Epoch 2024 | loss: 0.0311824 | val_loss: 0.03119 | Time: 2490.34 ms [2022-04-08 20:32:18 main:574] : INFO : Epoch 2025 | loss: 0.031182 | val_loss: 0.0311877 | Time: 2496.59 ms [2022-04-08 20:32:20 main:574] : INFO : Epoch 2026 | loss: 0.0311816 | val_loss: 0.031187 | Time: 2486 ms [2022-04-08 20:32:23 main:574] : INFO : Epoch 2027 | loss: 0.0311824 | val_loss: 0.0311896 | Time: 2483.8 ms [2022-04-08 20:32:25 main:574] : INFO : Epoch 2028 | loss: 0.0311842 | val_loss: 0.0311877 | Time: 2489.05 ms [2022-04-08 20:32:28 main:574] : INFO : Epoch 2029 | loss: 0.0311821 | val_loss: 0.031189 | Time: 2466.81 ms [2022-04-08 20:32:30 main:574] : INFO : Epoch 2030 | loss: 0.0311821 | val_loss: 0.0311887 | Time: 2454.25 ms [2022-04-08 20:32:33 main:574] : INFO : Epoch 2031 | loss: 0.031182 | val_loss: 0.0311881 | Time: 2470.16 ms [2022-04-08 20:32:35 main:574] : INFO : Epoch 2032 | loss: 0.0311815 | val_loss: 0.031188 | Time: 2464.32 ms [2022-04-08 20:32:37 main:574] : INFO : Epoch 2033 | loss: 0.031181 | val_loss: 0.0311871 | Time: 2285.97 ms [2022-04-08 20:32:39 main:574] : INFO : Epoch 2034 | loss: 0.0311812 | val_loss: 0.0311871 | Time: 1825.96 ms [2022-04-08 20:32:41 main:574] : INFO : Epoch 2035 | loss: 0.0311811 | val_loss: 0.0311868 | Time: 1747.5 ms [2022-04-08 20:32:43 main:574] : INFO : Epoch 2036 | loss: 0.0311822 | val_loss: 0.0311869 | Time: 1754.98 ms [2022-04-08 20:32:44 main:574] : INFO : Epoch 2037 | loss: 0.0311812 | val_loss: 0.0311872 | Time: 1788.17 ms [2022-04-08 20:32:46 main:574] : INFO : Epoch 2038 | loss: 0.03118 | val_loss: 0.0311877 | Time: 1840.98 ms [2022-04-08 20:32:48 main:574] : INFO : Epoch 2039 | loss: 0.0311815 | val_loss: 0.0311905 | Time: 1836.8 ms [2022-04-08 20:32:50 main:574] : INFO : Epoch 2040 | loss: 0.0311813 | val_loss: 0.0311885 | Time: 1817.59 ms [2022-04-08 20:32:52 main:574] : INFO : Epoch 2041 | loss: 0.0311815 | val_loss: 0.0311886 | Time: 1817.32 ms [2022-04-08 20:32:54 main:574] : INFO : Epoch 2042 | loss: 0.0311814 | val_loss: 0.0311891 | Time: 1801.76 ms [2022-04-08 20:32:55 main:574] : INFO : Epoch 2043 | loss: 0.0311816 | val_loss: 0.0311896 | Time: 1896.98 ms [2022-04-08 20:32:57 main:574] : INFO : Epoch 2044 | loss: 0.0311815 | val_loss: 0.0311938 | Time: 1809.74 ms [2022-04-08 20:32:59 main:574] : INFO : Epoch 2045 | loss: 0.0311829 | val_loss: 0.0311894 | Time: 1825.71 ms [2022-04-08 20:33:01 main:574] : INFO : Epoch 2046 | loss: 0.0311811 | val_loss: 0.0311878 | Time: 1725.58 ms [2022-04-08 20:33:03 main:574] : INFO : Epoch 2047 | loss: 0.0311799 | val_loss: 0.0311888 | Time: 1767.14 ms [2022-04-08 20:33:04 main:574] : INFO : Epoch 2048 | loss: 0.0311798 | val_loss: 0.0311876 | Time: 1856.76 ms [2022-04-08 20:33:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311876 [2022-04-08 20:33:04 main:603] : INFO : Saving end state to config to file [2022-04-08 20:33:04 main:608] : INFO : Success, exiting.. 20:33:04 (10716): 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)