Task 14297219
| Name | ParityModified-1647045850-1154-3-0_0 |
| Workunit | 11350547 |
| Created | 3 Apr 2022, 9:21:08 UTC |
| Sent | 8 Apr 2022, 13:12:59 UTC |
| Report deadline | 16 Apr 2022, 13:12:59 UTC |
| Received | 8 Apr 2022, 16:02:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 25 min 7 sec |
| CPU time | 1 hours 24 min 20 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> 41:07 main:574] : INFO : Epoch 1542 | loss: 0.0311496 | val_loss: 0.0311734 | Time: 2499.79 ms [2022-04-08 11:41:09 main:574] : INFO : Epoch 1543 | loss: 0.0311486 | val_loss: 0.0311758 | Time: 2450.83 ms [2022-04-08 11:41:12 main:574] : INFO : Epoch 1544 | loss: 0.0311471 | val_loss: 0.0311755 | Time: 2502.87 ms [2022-04-08 11:41:14 main:574] : INFO : Epoch 1545 | loss: 0.031147 | val_loss: 0.0311745 | Time: 2485.5 ms [2022-04-08 11:41:17 main:574] : INFO : Epoch 1546 | loss: 0.031146 | val_loss: 0.0311761 | Time: 2501.45 ms [2022-04-08 11:41:19 main:574] : INFO : Epoch 1547 | loss: 0.031146 | val_loss: 0.0311748 | Time: 2487.17 ms [2022-04-08 11:41:22 main:574] : INFO : Epoch 1548 | loss: 0.0311469 | val_loss: 0.0311812 | Time: 2463.53 ms [2022-04-08 11:41:24 main:574] : INFO : Epoch 1549 | loss: 0.0311458 | val_loss: 0.0311757 | Time: 2454.46 ms [2022-04-08 11:41:27 main:574] : INFO : Epoch 1550 | loss: 0.031145 | val_loss: 0.0311782 | Time: 2489.09 ms [2022-04-08 11:41:29 main:574] : INFO : Epoch 1551 | loss: 0.031145 | val_loss: 0.0311774 | Time: 2456.1 ms [2022-04-08 11:41:32 main:574] : INFO : Epoch 1552 | loss: 0.0311482 | val_loss: 0.0311762 | Time: 2491.24 ms [2022-04-08 11:41:34 main:574] : INFO : Epoch 1553 | loss: 0.031149 | val_loss: 0.0311785 | Time: 2473.5 ms [2022-04-08 11:41:37 main:574] : INFO : Epoch 1554 | loss: 0.0311483 | val_loss: 0.0311803 | Time: 2491.15 ms [2022-04-08 11:41:39 main:574] : INFO : Epoch 1555 | loss: 0.0311473 | val_loss: 0.0311774 | Time: 2482.38 ms [2022-04-08 11:41:42 main:574] : INFO : Epoch 1556 | loss: 0.0311473 | val_loss: 0.0311781 | Time: 2480.5 ms [2022-04-08 11:41:44 main:574] : INFO : Epoch 1557 | loss: 0.031147 | val_loss: 0.0311727 | Time: 2464.76 ms [2022-04-08 11:41:47 main:574] : INFO : Epoch 1558 | loss: 0.0311454 | val_loss: 0.0311746 | Time: 2481.29 ms [2022-04-08 11:41:49 main:574] : INFO : Epoch 1559 | loss: 0.031146 | val_loss: 0.0311784 | Time: 2460.42 ms [2022-04-08 11:41:51 main:574] : INFO : Epoch 1560 | loss: 0.0311455 | val_loss: 0.0311831 | Time: 2462.23 ms [2022-04-08 11:41:54 main:574] : INFO : Epoch 1561 | loss: 0.0311458 | val_loss: 0.0311766 | Time: 2460.03 ms [2022-04-08 11:41:56 main:574] : INFO : Epoch 1562 | loss: 0.0311445 | val_loss: 0.0311824 | Time: 2447.53 ms [2022-04-08 11:41:59 main:574] : INFO : Epoch 1563 | loss: 0.0311461 | val_loss: 0.0311795 | Time: 2465.56 ms [2022-04-08 11:42:01 main:574] : INFO : Epoch 1564 | loss: 0.0311445 | val_loss: 0.0311768 | Time: 2472.07 ms [2022-04-08 11:42:04 main:574] : INFO : Epoch 1565 | loss: 0.031144 | val_loss: 0.0311759 | Time: 2478.87 ms [2022-04-08 11:42:06 main:574] : INFO : Epoch 1566 | loss: 0.0311438 | val_loss: 0.0311737 | Time: 2505.82 ms [2022-04-08 11:42:09 main:574] : INFO : Epoch 1567 | loss: 0.0311441 | val_loss: 0.0311768 | Time: 2462.39 ms [2022-04-08 11:42:11 main:574] : INFO : Epoch 1568 | loss: 0.0311436 | val_loss: 0.0311746 | Time: 2422.55 ms [2022-04-08 11:42:14 main:574] : INFO : Epoch 1569 | loss: 0.0311454 | val_loss: 0.0311788 | Time: 2476.61 ms [2022-04-08 11:42:16 main:574] : INFO : Epoch 1570 | loss: 0.0311433 | val_loss: 0.0311755 | Time: 2489.49 ms [2022-04-08 11:42:19 main:574] : INFO : Epoch 1571 | loss: 0.0311428 | val_loss: 0.0311752 | Time: 2466.46 ms [2022-04-08 11:42:21 main:574] : INFO : Epoch 1572 | loss: 0.0311454 | val_loss: 0.0311793 | Time: 2440.88 ms [2022-04-08 11:42:24 main:574] : INFO : Epoch 1573 | loss: 0.0311495 | val_loss: 0.0311818 | Time: 2491.73 ms [2022-04-08 11:42:26 main:574] : INFO : Epoch 1574 | loss: 0.0311496 | val_loss: 0.0311775 | Time: 2492.28 ms [2022-04-08 11:42:29 main:574] : INFO : Epoch 1575 | loss: 0.031146 | val_loss: 0.031174 | Time: 2483.02 ms [2022-04-08 11:42:31 main:574] : INFO : Epoch 1576 | loss: 0.0311466 | val_loss: 0.0311802 | Time: 2510.98 ms [2022-04-08 11:42:33 main:574] : INFO : Epoch 1577 | loss: 0.0311457 | val_loss: 0.0311778 | Time: 2449.99 ms [2022-04-08 11:42:36 main:574] : INFO : Epoch 1578 | loss: 0.0311458 | val_loss: 0.0311739 | Time: 2499.13 ms [2022-04-08 11:42:38 main:574] : INFO : Epoch 1579 | loss: 0.0311459 | val_loss: 0.0311799 | Time: 2495.04 ms [2022-04-08 11:42:41 main:574] : INFO : Epoch 1580 | loss: 0.0311516 | val_loss: 0.0311773 | Time: 2468.36 ms [2022-04-08 11:42:43 main:574] : INFO : Epoch 1581 | loss: 0.0311505 | val_loss: 0.0311744 | Time: 2478.69 ms [2022-04-08 11:42:46 main:574] : INFO : Epoch 1582 | loss: 0.0311508 | val_loss: 0.0311732 | Time: 2497.68 ms [2022-04-08 11:42:48 main:574] : INFO : Epoch 1583 | loss: 0.0311496 | val_loss: 0.0311763 | Time: 2494.28 ms [2022-04-08 11:42:51 main:574] : INFO : Epoch 1584 | loss: 0.0311491 | val_loss: 0.0311785 | Time: 2489.55 ms [2022-04-08 11:42:53 main:574] : INFO : Epoch 1585 | loss: 0.0311518 | val_loss: 0.0311767 | Time: 2470.32 ms [2022-04-08 11:42:56 main:574] : INFO : Epoch 1586 | loss: 0.0311521 | val_loss: 0.0311739 | Time: 2507.46 ms [2022-04-08 11:42:58 main:574] : INFO : Epoch 1587 | loss: 0.0311497 | val_loss: 0.0311736 | Time: 2508.5 ms [2022-04-08 11:43:01 main:574] : INFO : Epoch 1588 | loss: 0.0311474 | val_loss: 0.0311738 | Time: 2482.55 ms [2022-04-08 11:43:03 main:574] : INFO : Epoch 1589 | loss: 0.0311486 | val_loss: 0.0311735 | Time: 2478.86 ms [2022-04-08 11:43:06 main:574] : INFO : Epoch 1590 | loss: 0.0311474 | val_loss: 0.0311749 | Time: 2454.24 ms [2022-04-08 11:43:08 main:574] : INFO : Epoch 1591 | loss: 0.0311517 | val_loss: 0.0311768 | Time: 2494.73 ms [2022-04-08 11:43:11 main:574] : INFO : Epoch 1592 | loss: 0.0325109 | val_loss: 0.0325318 | Time: 2441.01 ms [2022-04-08 11:43:13 main:574] : INFO : Epoch 1593 | loss: 0.0551247 | val_loss: 0.0465844 | Time: 2451.42 ms [2022-04-08 11:43:16 main:574] : INFO : Epoch 1594 | loss: 0.0801467 | val_loss: 0.0370917 | Time: 2480.21 ms [2022-04-08 11:43:18 main:574] : INFO : Epoch 1595 | loss: 0.0349946 | val_loss: 0.0330532 | Time: 2484.95 ms [2022-04-08 11:43:21 main:574] : INFO : Epoch 1596 | loss: 0.0319564 | val_loss: 0.0316596 | Time: 2501.41 ms [2022-04-08 11:43:23 main:574] : INFO : Epoch 1597 | loss: 0.0314354 | val_loss: 0.0313798 | Time: 2489.48 ms [2022-04-08 11:43:26 main:574] : INFO : Epoch 1598 | loss: 0.0313324 | val_loss: 0.0313309 | Time: 2488.87 ms [2022-04-08 11:43:28 main:574] : INFO : Epoch 1599 | loss: 0.0313062 | val_loss: 0.031312 | Time: 2488.89 ms [2022-04-08 11:43:31 main:574] : INFO : Epoch 1600 | loss: 0.0312947 | val_loss: 0.0313033 | Time: 2507.36 ms [2022-04-08 11:43:33 main:574] : INFO : Epoch 1601 | loss: 0.0312882 | val_loss: 0.0312965 | Time: 2478.88 ms [2022-04-08 11:43:36 main:574] : INFO : Epoch 1602 | loss: 0.0312834 | val_loss: 0.031293 | Time: 2486.48 ms [2022-04-08 11:43:38 main:574] : INFO : Epoch 1603 | loss: 0.0312799 | val_loss: 0.0312875 | Time: 2456.04 ms [2022-04-08 11:43:41 main:574] : INFO : Epoch 1604 | loss: 0.0312743 | val_loss: 0.0312831 | Time: 2426.96 ms [2022-04-08 11:43:43 main:574] : INFO : Epoch 1605 | loss: 0.0312713 | val_loss: 0.0312798 | Time: 2470.07 ms [2022-04-08 11:43:45 main:574] : INFO : Epoch 1606 | loss: 0.0312691 | val_loss: 0.0312771 | Time: 2491.48 ms [2022-04-08 11:43:48 main:574] : INFO : Epoch 1607 | loss: 0.0312674 | val_loss: 0.0312747 | Time: 2470.34 ms [2022-04-08 11:43:50 main:574] : INFO : Epoch 1608 | loss: 0.031266 | val_loss: 0.0312723 | Time: 2446.52 ms [2022-04-08 11:43:53 main:574] : INFO : Epoch 1609 | loss: 0.0312644 | val_loss: 0.0312704 | Time: 2445.21 ms [2022-04-08 11:43:55 main:574] : INFO : Epoch 1610 | loss: 0.0312626 | val_loss: 0.0312687 | Time: 2483.21 ms [2022-04-08 11:43:58 main:574] : INFO : Epoch 1611 | loss: 0.0312614 | val_loss: 0.0312674 | Time: 2479.57 ms [2022-04-08 11:44:00 main:574] : INFO : Epoch 1612 | loss: 0.0312604 | val_loss: 0.0312657 | Time: 2486.5 ms [2022-04-08 11:44:03 main:574] : INFO : Epoch 1613 | loss: 0.0312591 | val_loss: 0.0312646 | Time: 2499 ms [2022-04-08 11:44:05 main:574] : INFO : Epoch 1614 | loss: 0.0312581 | val_loss: 0.031263 | Time: 2462.64 ms [2022-04-08 11:44:08 main:574] : INFO : Epoch 1615 | loss: 0.0312569 | val_loss: 0.0312616 | Time: 2478.11 ms [2022-04-08 11:44:10 main:574] : INFO : Epoch 1616 | loss: 0.0312558 | val_loss: 0.0312604 | Time: 2483.85 ms [2022-04-08 11:44:13 main:574] : INFO : Epoch 1617 | loss: 0.0312548 | val_loss: 0.0312596 | Time: 2463.46 ms [2022-04-08 11:44:15 main:574] : INFO : Epoch 1618 | loss: 0.0312543 | val_loss: 0.0312587 | Time: 2478.43 ms [2022-04-08 11:44:18 main:574] : INFO : Epoch 1619 | loss: 0.0312533 | val_loss: 0.0312576 | Time: 2442.87 ms [2022-04-08 11:44:20 main:574] : INFO : Epoch 1620 | loss: 0.0312523 | val_loss: 0.0312563 | Time: 2490.34 ms [2022-04-08 11:44:23 main:574] : INFO : Epoch 1621 | loss: 0.0312514 | val_loss: 0.0312552 | Time: 2477.56 ms [2022-04-08 11:44:25 main:574] : INFO : Epoch 1622 | loss: 0.0312504 | val_loss: 0.0312542 | Time: 2496.89 ms [2022-04-08 11:44:28 main:574] : INFO : Epoch 1623 | loss: 0.0312496 | val_loss: 0.0312534 | Time: 2473.21 ms [2022-04-08 11:44:30 main:574] : INFO : Epoch 1624 | loss: 0.0312487 | val_loss: 0.0312521 | Time: 2510.18 ms [2022-04-08 11:44:33 main:574] : INFO : Epoch 1625 | loss: 0.031248 | val_loss: 0.0312512 | Time: 2471.35 ms [2022-04-08 11:44:35 main:574] : INFO : Epoch 1626 | loss: 0.0312471 | val_loss: 0.0312511 | Time: 2483.81 ms [2022-04-08 11:44:38 main:574] : INFO : Epoch 1627 | loss: 0.0312463 | val_loss: 0.0312493 | Time: 2489 ms [2022-04-08 11:44:40 main:574] : INFO : Epoch 1628 | loss: 0.0312449 | val_loss: 0.0312479 | Time: 2471.53 ms [2022-04-08 11:44:43 main:574] : INFO : Epoch 1629 | loss: 0.0312438 | val_loss: 0.0312466 | Time: 2480.48 ms [2022-04-08 11:44:45 main:574] : INFO : Epoch 1630 | loss: 0.0312428 | val_loss: 0.0312456 | Time: 2453.63 ms [2022-04-08 11:44:47 main:574] : INFO : Epoch 1631 | loss: 0.0312417 | val_loss: 0.0312441 | Time: 2476.16 ms [2022-04-08 11:44:50 main:574] : INFO : Epoch 1632 | loss: 0.0312407 | val_loss: 0.0312429 | Time: 2461.08 ms [2022-04-08 11:44:52 main:574] : INFO : Epoch 1633 | loss: 0.0312391 | val_loss: 0.0312406 | Time: 2494.37 ms [2022-04-08 11:44:55 main:574] : INFO : Epoch 1634 | loss: 0.0312373 | val_loss: 0.0312385 | Time: 2505.56 ms [2022-04-08 11:44:57 main:574] : INFO : Epoch 1635 | loss: 0.0312355 | val_loss: 0.0312367 | Time: 2500.89 ms [2022-04-08 11:45:00 main:574] : INFO : Epoch 1636 | loss: 0.0312339 | val_loss: 0.0312351 | Time: 2503.12 ms [2022-04-08 11:45:02 main:574] : INFO : Epoch 1637 | loss: 0.0312326 | val_loss: 0.0312336 | Time: 2496.07 ms [2022-04-08 11:45:05 main:574] : INFO : Epoch 1638 | loss: 0.0312313 | val_loss: 0.0312321 | Time: 2459.97 ms [2022-04-08 11:45:07 main:574] : INFO : Epoch 1639 | loss: 0.0312298 | val_loss: 0.0312305 | Time: 2457.77 ms [2022-04-08 11:45:10 main:574] : INFO : Epoch 1640 | loss: 0.0312284 | val_loss: 0.0312293 | Time: 2465.31 ms [2022-04-08 11:45:12 main:574] : INFO : Epoch 1641 | loss: 0.0312267 | val_loss: 0.0312277 | Time: 2476.62 ms [2022-04-08 11:45:15 main:574] : INFO : Epoch 1642 | loss: 0.0312257 | val_loss: 0.0312262 | Time: 2461.19 ms [2022-04-08 11:45:17 main:574] : INFO : Epoch 1643 | loss: 0.0312244 | val_loss: 0.0312249 | Time: 2465.19 ms [2022-04-08 11:45:20 main:574] : INFO : Epoch 1644 | loss: 0.0312232 | val_loss: 0.0312237 | Time: 2483.02 ms [2022-04-08 11:45:22 main:574] : INFO : Epoch 1645 | loss: 0.0312221 | val_loss: 0.0312226 | Time: 2497.06 ms [2022-04-08 11:45:25 main:574] : INFO : Epoch 1646 | loss: 0.0312212 | val_loss: 0.0312217 | Time: 2479.91 ms [2022-04-08 11:45:27 main:574] : INFO : Epoch 1647 | loss: 0.03122 | val_loss: 0.0312204 | Time: 2479.49 ms [2022-04-08 11:45:30 main:574] : INFO : Epoch 1648 | loss: 0.0312194 | val_loss: 0.0312194 | Time: 2456.39 ms [2022-04-08 11:45:32 main:574] : INFO : Epoch 1649 | loss: 0.0312182 | val_loss: 0.0312183 | Time: 2478.76 ms [2022-04-08 11:45:35 main:574] : INFO : Epoch 1650 | loss: 0.0312173 | val_loss: 0.0312173 | Time: 2458.6 ms [2022-04-08 11:45:37 main:574] : INFO : Epoch 1651 | loss: 0.0312165 | val_loss: 0.0312163 | Time: 2484.81 ms [2022-04-08 11:45:40 main:574] : INFO : Epoch 1652 | loss: 0.0312156 | val_loss: 0.0312154 | Time: 2498.11 ms [2022-04-08 11:45:42 main:574] : INFO : Epoch 1653 | loss: 0.0312149 | val_loss: 0.0312147 | Time: 2492.72 ms [2022-04-08 11:45:45 main:574] : INFO : Epoch 1654 | loss: 0.0312142 | val_loss: 0.031214 | Time: 2462.64 ms [2022-04-08 11:45:47 main:574] : INFO : Epoch 1655 | loss: 0.0312134 | val_loss: 0.0312132 | Time: 2482.42 ms [2022-04-08 11:45:50 main:574] : INFO : Epoch 1656 | loss: 0.0312128 | val_loss: 0.031212 | Time: 2492.26 ms [2022-04-08 11:45:52 main:574] : INFO : Epoch 1657 | loss: 0.031212 | val_loss: 0.0312113 | Time: 2480.03 ms [2022-04-08 11:45:55 main:574] : INFO : Epoch 1658 | loss: 0.0312114 | val_loss: 0.0312104 | Time: 2525.39 ms [2022-04-08 11:45:57 main:574] : INFO : Epoch 1659 | loss: 0.0312107 | val_loss: 0.0312096 | Time: 2479.52 ms [2022-04-08 11:45:59 main:574] : INFO : Epoch 1660 | loss: 0.0312101 | val_loss: 0.0312089 | Time: 2491.85 ms [2022-04-08 11:46:02 main:574] : INFO : Epoch 1661 | loss: 0.0312093 | val_loss: 0.0312085 | Time: 2515.14 ms [2022-04-08 11:46:04 main:574] : INFO : Epoch 1662 | loss: 0.0312089 | val_loss: 0.0312076 | Time: 2480.04 ms [2022-04-08 11:46:07 main:574] : INFO : Epoch 1663 | loss: 0.0312085 | val_loss: 0.0312071 | Time: 2474.35 ms [2022-04-08 11:46:09 main:574] : INFO : Epoch 1664 | loss: 0.0312082 | val_loss: 0.0312074 | Time: 2477.97 ms [2022-04-08 11:46:12 main:574] : INFO : Epoch 1665 | loss: 0.031208 | val_loss: 0.0312069 | Time: 2450.04 ms [2022-04-08 11:46:14 main:574] : INFO : Epoch 1666 | loss: 0.0312074 | val_loss: 0.0312059 | Time: 2502.44 ms [2022-04-08 11:46:17 main:574] : INFO : Epoch 1667 | loss: 0.0312069 | val_loss: 0.0312054 | Time: 2475.93 ms [2022-04-08 11:46:19 main:574] : INFO : Epoch 1668 | loss: 0.0312063 | val_loss: 0.0312054 | Time: 2459.67 ms [2022-04-08 11:46:22 main:574] : INFO : Epoch 1669 | loss: 0.0312063 | val_loss: 0.0312052 | Time: 2491.36 ms [2022-04-08 11:46:24 main:574] : INFO : Epoch 1670 | loss: 0.0312059 | val_loss: 0.0312046 | Time: 2488.41 ms [2022-04-08 11:46:27 main:574] : INFO : Epoch 1671 | loss: 0.0312055 | val_loss: 0.0312045 | Time: 2498.45 ms [2022-04-08 11:46:29 main:574] : INFO : Epoch 1672 | loss: 0.0312053 | val_loss: 0.0312041 | Time: 2510.33 ms [2022-04-08 11:46:32 main:574] : INFO : Epoch 1673 | loss: 0.031205 | val_loss: 0.0312037 | Time: 2502.17 ms [2022-04-08 11:46:34 main:574] : INFO : Epoch 1674 | loss: 0.0312049 | val_loss: 0.0312056 | Time: 2487.52 ms [2022-04-08 11:46:37 main:574] : INFO : Epoch 1675 | loss: 0.0312055 | val_loss: 0.0312049 | Time: 2512.72 ms [2022-04-08 11:46:39 main:574] : INFO : Epoch 1676 | loss: 0.0312049 | val_loss: 0.0312033 | Time: 2472.49 ms [2022-04-08 11:46:42 main:574] : INFO : Epoch 1677 | loss: 0.0312043 | val_loss: 0.0312034 | Time: 2466.27 ms [2022-04-08 11:46:44 main:574] : INFO : Epoch 1678 | loss: 0.0312041 | val_loss: 0.0312027 | Time: 2461.08 ms [2022-04-08 11:46:47 main:574] : INFO : Epoch 1679 | loss: 0.0312039 | val_loss: 0.0312026 | Time: 2482.59 ms [2022-04-08 11:46:49 main:574] : INFO : Epoch 1680 | loss: 0.0312036 | val_loss: 0.0312024 | Time: 2469.1 ms [2022-04-08 11:46:52 main:574] : INFO : Epoch 1681 | loss: 0.0312038 | val_loss: 0.0312025 | Time: 2493.62 ms [2022-04-08 11:46:54 main:574] : INFO : Epoch 1682 | loss: 0.0312036 | val_loss: 0.0312026 | Time: 2498.11 ms [2022-04-08 11:46:57 main:574] : INFO : Epoch 1683 | loss: 0.0312035 | val_loss: 0.0312025 | Time: 2446.3 ms [2022-04-08 11:46:59 main:574] : INFO : Epoch 1684 | loss: 0.0312036 | val_loss: 0.031205 | Time: 2518.63 ms [2022-04-08 11:47:02 main:574] : INFO : Epoch 1685 | loss: 0.0312035 | val_loss: 0.031202 | Time: 2489.83 ms [2022-04-08 11:47:04 main:574] : INFO : Epoch 1686 | loss: 0.0312028 | val_loss: 0.031202 | Time: 2470.59 ms [2022-04-08 11:47:07 main:574] : INFO : Epoch 1687 | loss: 0.0312028 | val_loss: 0.0312019 | Time: 2463.34 ms [2022-04-08 11:47:09 main:574] : INFO : Epoch 1688 | loss: 0.0312029 | val_loss: 0.0312017 | Time: 2471.34 ms [2022-04-08 11:47:12 main:574] : INFO : Epoch 1689 | loss: 0.0312025 | val_loss: 0.0312015 | Time: 2473.53 ms [2022-04-08 11:47:14 main:574] : INFO : Epoch 1690 | loss: 0.0312022 | val_loss: 0.0312013 | Time: 2498.19 ms [2022-04-08 11:47:17 main:574] : INFO : Epoch 1691 | loss: 0.0312019 | val_loss: 0.0312014 | Time: 2482.89 ms [2022-04-08 11:47:19 main:574] : INFO : Epoch 1692 | loss: 0.0312017 | val_loss: 0.031201 | Time: 2486.72 ms [2022-04-08 11:47:21 main:574] : INFO : Epoch 1693 | loss: 0.0312014 | val_loss: 0.0312005 | Time: 2477.26 ms [2022-04-08 11:47:24 main:574] : INFO : Epoch 1694 | loss: 0.0312012 | val_loss: 0.0312013 | Time: 2507.16 ms [2022-04-08 11:47:27 main:574] : INFO : Epoch 1695 | loss: 0.0312015 | val_loss: 0.0312001 | Time: 2495.45 ms [2022-04-08 11:47:29 main:574] : INFO : Epoch 1696 | loss: 0.0312009 | val_loss: 0.0312 | Time: 2490.89 ms [2022-04-08 11:47:32 main:574] : INFO : Epoch 1697 | loss: 0.031201 | val_loss: 0.0312 | Time: 2497.35 ms [2022-04-08 11:47:34 main:574] : INFO : Epoch 1698 | loss: 0.0312008 | val_loss: 0.0312 | Time: 2503.6 ms [2022-04-08 11:47:36 main:574] : INFO : Epoch 1699 | loss: 0.0312008 | val_loss: 0.0312008 | Time: 2466.97 ms [2022-04-08 11:47:39 main:574] : INFO : Epoch 1700 | loss: 0.0312009 | val_loss: 0.0312013 | Time: 2468.91 ms [2022-04-08 11:47:41 main:574] : INFO : Epoch 1701 | loss: 0.0312009 | val_loss: 0.0311994 | Time: 2517.1 ms [2022-04-08 11:47:44 main:574] : INFO : Epoch 1702 | loss: 0.0312003 | val_loss: 0.0311994 | Time: 2464.04 ms [2022-04-08 11:47:46 main:574] : INFO : Epoch 1703 | loss: 0.0312003 | val_loss: 0.0311993 | Time: 2509.24 ms [2022-04-08 11:47:49 main:574] : INFO : Epoch 1704 | loss: 0.0312 | val_loss: 0.031199 | Time: 2492.26 ms [2022-04-08 11:47:51 main:574] : INFO : Epoch 1705 | loss: 0.0312002 | val_loss: 0.0311989 | Time: 2482.8 ms [2022-04-08 11:47:54 main:574] : INFO : Epoch 1706 | loss: 0.0311998 | val_loss: 0.0311987 | Time: 2459.9 ms [2022-04-08 11:47:56 main:574] : INFO : Epoch 1707 | loss: 0.0311998 | val_loss: 0.0311987 | Time: 2508.92 ms [2022-04-08 11:47:59 main:574] : INFO : Epoch 1708 | loss: 0.0311998 | val_loss: 0.0311985 | Time: 2523.38 ms [2022-04-08 11:48:01 main:574] : INFO : Epoch 1709 | loss: 0.0311999 | val_loss: 0.0311985 | Time: 2493.24 ms [2022-04-08 11:48:04 main:574] : INFO : Epoch 1710 | loss: 0.0312004 | val_loss: 0.0311985 | Time: 2486.81 ms [2022-04-08 11:48:06 main:574] : INFO : Epoch 1711 | loss: 0.0312003 | val_loss: 0.0311982 | Time: 2478.9 ms [2022-04-08 11:48:09 main:574] : INFO : Epoch 1712 | loss: 0.0311997 | val_loss: 0.0311991 | Time: 2482.15 ms [2022-04-08 11:48:11 main:574] : INFO : Epoch 1713 | loss: 0.0312003 | val_loss: 0.0311982 | Time: 2494.94 ms [2022-04-08 11:48:14 main:574] : INFO : Epoch 1714 | loss: 0.0311998 | val_loss: 0.0311986 | Time: 2485.64 ms [2022-04-08 11:48:16 main:574] : INFO : Epoch 1715 | loss: 0.0311993 | val_loss: 0.0311975 | Time: 2467.51 ms [2022-04-08 11:48:19 main:574] : INFO : Epoch 1716 | loss: 0.0311988 | val_loss: 0.0311964 | Time: 2480.53 ms [2022-04-08 11:48:21 main:574] : INFO : Epoch 1717 | loss: 0.0311989 | val_loss: 0.0311966 | Time: 2508.82 ms [2022-04-08 11:48:24 main:574] : INFO : Epoch 1718 | loss: 0.0311985 | val_loss: 0.0311966 | Time: 2494.77 ms [2022-04-08 11:48:26 main:574] : INFO : Epoch 1719 | loss: 0.0311987 | val_loss: 0.0311967 | Time: 2516.81 ms [2022-04-08 11:48:29 main:574] : INFO : Epoch 1720 | loss: 0.0311985 | val_loss: 0.0311979 | Time: 2497.66 ms [2022-04-08 11:48:31 main:574] : INFO : Epoch 1721 | loss: 0.0311984 | val_loss: 0.0311967 | Time: 2506.31 ms [2022-04-08 11:48:34 main:574] : INFO : Epoch 1722 | loss: 0.0311978 | val_loss: 0.0311957 | Time: 2489.24 ms [2022-04-08 11:48:36 main:574] : INFO : Epoch 1723 | loss: 0.0311972 | val_loss: 0.0311959 | Time: 2470.85 ms [2022-04-08 11:48:39 main:574] : INFO : Epoch 1724 | loss: 0.0311974 | val_loss: 0.0311963 | Time: 2463.73 ms [2022-04-08 11:48:41 main:574] : INFO : Epoch 1725 | loss: 0.0311981 | val_loss: 0.0311954 | Time: 2486.83 ms [2022-04-08 11:48:44 main:574] : INFO : Epoch 1726 | loss: 0.0311972 | val_loss: 0.0311951 | Time: 2525.7 ms [2022-04-08 11:48:46 main:574] : INFO : Epoch 1727 | loss: 0.031197 | val_loss: 0.0311946 | Time: 2487.38 ms [2022-04-08 11:48:49 main:574] : INFO : Epoch 1728 | loss: 0.0311965 | val_loss: 0.0311953 | Time: 2517.35 ms [2022-04-08 11:48:51 main:574] : INFO : Epoch 1729 | loss: 0.0311973 | val_loss: 0.031195 | Time: 2519.61 ms [2022-04-08 11:48:54 main:574] : INFO : Epoch 1730 | loss: 0.0311972 | val_loss: 0.0311949 | Time: 2493.44 ms [2022-04-08 11:48:56 main:574] : INFO : Epoch 1731 | loss: 0.0311973 | val_loss: 0.0311956 | Time: 2517.07 ms [2022-04-08 11:48:59 main:574] : INFO : Epoch 1732 | loss: 0.0311964 | val_loss: 0.0311948 | Time: 2504.72 ms [2022-04-08 11:49:01 main:574] : INFO : Epoch 1733 | loss: 0.0311965 | val_loss: 0.0311946 | Time: 2501.71 ms [2022-04-08 11:49:04 main:574] : INFO : Epoch 1734 | loss: 0.0311966 | val_loss: 0.0311949 | Time: 2493.02 ms [2022-04-08 11:49:06 main:574] : INFO : Epoch 1735 | loss: 0.0311963 | val_loss: 0.0311958 | Time: 2494.38 ms [2022-04-08 11:49:09 main:574] : INFO : Epoch 1736 | loss: 0.031197 | val_loss: 0.031195 | Time: 2501.75 ms [2022-04-08 11:49:11 main:574] : INFO : Epoch 1737 | loss: 0.0311962 | val_loss: 0.0311946 | Time: 2496.89 ms [2022-04-08 11:49:14 main:574] : INFO : Epoch 1738 | loss: 0.0311962 | val_loss: 0.0311943 | Time: 2495.86 ms [2022-04-08 11:49:16 main:574] : INFO : Epoch 1739 | loss: 0.0311962 | val_loss: 0.0311944 | Time: 2487.55 ms [2022-04-08 11:49:19 main:574] : INFO : Epoch 1740 | loss: 0.0311959 | val_loss: 0.0311946 | Time: 2515.49 ms [2022-04-08 11:49:21 main:574] : INFO : Epoch 1741 | loss: 0.0311958 | val_loss: 0.0311948 | Time: 2507.62 ms [2022-04-08 11:49:24 main:574] : INFO : Epoch 1742 | loss: 0.0311957 | val_loss: 0.0311943 | Time: 2515.12 ms [2022-04-08 11:49:26 main:574] : INFO : Epoch 1743 | loss: 0.0311953 | val_loss: 0.0311947 | Time: 2489.79 ms [2022-04-08 11:49:29 main:574] : INFO : Epoch 1744 | loss: 0.0311953 | val_loss: 0.0311948 | Time: 2502.06 ms [2022-04-08 11:49:31 main:574] : INFO : Epoch 1745 | loss: 0.031196 | val_loss: 0.0311973 | Time: 2500.39 ms [2022-04-08 11:49:34 main:574] : INFO : Epoch 1746 | loss: 0.0311966 | val_loss: 0.0311952 | Time: 2504.92 ms [2022-04-08 11:49:36 main:574] : INFO : Epoch 1747 | loss: 0.0311967 | val_loss: 0.0311982 | Time: 2516.55 ms [2022-04-08 11:49:39 main:574] : INFO : Epoch 1748 | loss: 0.0311967 | val_loss: 0.0311954 | Time: 2463.5 ms [2022-04-08 11:49:41 main:574] : INFO : Epoch 1749 | loss: 0.0311961 | val_loss: 0.0311954 | Time: 2499.64 ms [2022-04-08 11:49:44 main:574] : INFO : Epoch 1750 | loss: 0.031196 | val_loss: 0.0311962 | Time: 2491.33 ms [2022-04-08 11:49:46 main:574] : INFO : Epoch 1751 | loss: 0.0311955 | val_loss: 0.031194 | Time: 2479 ms [2022-04-08 11:49:49 main:574] : INFO : Epoch 1752 | loss: 0.031195 | val_loss: 0.0311946 | Time: 2488.52 ms [2022-04-08 11:49:51 main:574] : INFO : Epoch 1753 | loss: 0.0311959 | val_loss: 0.0311955 | Time: 2505.52 ms [2022-04-08 11:49:54 main:574] : INFO : Epoch 1754 | loss: 0.0311952 | val_loss: 0.0311944 | Time: 2468.51 ms [2022-04-08 11:49:56 main:574] : INFO : Epoch 1755 | loss: 0.0311953 | val_loss: 0.0311937 | Time: 2494.78 ms [2022-04-08 11:49:59 main:574] : INFO : Epoch 1756 | loss: 0.031195 | val_loss: 0.0311951 | Time: 2453.85 ms [2022-04-08 11:50:01 main:574] : INFO : Epoch 1757 | loss: 0.0311952 | val_loss: 0.0311939 | Time: 2478.64 ms [2022-04-08 11:50:04 main:574] : INFO : Epoch 1758 | loss: 0.0311948 | val_loss: 0.0311942 | Time: 2479.54 ms [2022-04-08 11:50:06 main:574] : INFO : Epoch 1759 | loss: 0.0311946 | val_loss: 0.0311941 | Time: 2439.02 ms [2022-04-08 11:50:09 main:574] : INFO : Epoch 1760 | loss: 0.0311946 | val_loss: 0.0311937 | Time: 2483.58 ms [2022-04-08 11:50:11 main:574] : INFO : Epoch 1761 | loss: 0.0311948 | val_loss: 0.0311937 | Time: 2520.21 ms [2022-04-08 11:50:14 main:574] : INFO : Epoch 1762 | loss: 0.0311947 | val_loss: 0.0311941 | Time: 2491.76 ms [2022-04-08 11:50:16 main:574] : INFO : Epoch 1763 | loss: 0.0311944 | val_loss: 0.0311932 | Time: 2515.61 ms [2022-04-08 11:50:19 main:574] : INFO : Epoch 1764 | loss: 0.0311941 | val_loss: 0.0311943 | Time: 2478.44 ms [2022-04-08 11:50:21 main:574] : INFO : Epoch 1765 | loss: 0.0311941 | val_loss: 0.0311937 | Time: 2515.38 ms [2022-04-08 11:50:24 main:574] : INFO : Epoch 1766 | loss: 0.0311945 | val_loss: 0.0311935 | Time: 2505.51 ms [2022-04-08 11:50:26 main:574] : INFO : Epoch 1767 | loss: 0.0311943 | val_loss: 0.0311937 | Time: 2469.71 ms [2022-04-08 11:50:29 main:574] : INFO : Epoch 1768 | loss: 0.0311939 | val_loss: 0.0311937 | Time: 2499.14 ms [2022-04-08 11:50:31 main:574] : INFO : Epoch 1769 | loss: 0.0311936 | val_loss: 0.031193 | Time: 2495.96 ms [2022-04-08 11:50:34 main:574] : INFO : Epoch 1770 | loss: 0.0311944 | val_loss: 0.0311984 | Time: 2456.33 ms [2022-04-08 11:50:36 main:574] : INFO : Epoch 1771 | loss: 0.0311952 | val_loss: 0.0311934 | Time: 2484.15 ms [2022-04-08 11:50:39 main:574] : INFO : Epoch 1772 | loss: 0.0311933 | val_loss: 0.0311927 | Time: 2499.95 ms [2022-04-08 11:50:41 main:574] : INFO : Epoch 1773 | loss: 0.0311933 | val_loss: 0.031193 | Time: 2507.97 ms [2022-04-08 11:50:44 main:574] : INFO : Epoch 1774 | loss: 0.0311935 | val_loss: 0.0311928 | Time: 2494.65 ms [2022-04-08 11:50:46 main:574] : INFO : Epoch 1775 | loss: 0.0311941 | val_loss: 0.0311932 | Time: 2509.09 ms [2022-04-08 11:50:49 main:574] : INFO : Epoch 1776 | loss: 0.0311937 | val_loss: 0.0311936 | Time: 2499.04 ms [2022-04-08 11:50:51 main:574] : INFO : Epoch 1777 | loss: 0.0311949 | val_loss: 0.0311925 | Time: 2495.25 ms [2022-04-08 11:50:54 main:574] : INFO : Epoch 1778 | loss: 0.0311933 | val_loss: 0.0311923 | Time: 2519.95 ms [2022-04-08 11:50:56 main:574] : INFO : Epoch 1779 | loss: 0.0311933 | val_loss: 0.0311939 | Time: 2479.53 ms [2022-04-08 11:50:59 main:574] : INFO : Epoch 1780 | loss: 0.0311933 | val_loss: 0.0311923 | Time: 2463.31 ms [2022-04-08 11:51:01 main:574] : INFO : Epoch 1781 | loss: 0.0311929 | val_loss: 0.0311928 | Time: 2477.58 ms [2022-04-08 11:51:04 main:574] : INFO : Epoch 1782 | loss: 0.031193 | val_loss: 0.0311927 | Time: 2491.97 ms [2022-04-08 11:51:06 main:574] : INFO : Epoch 1783 | loss: 0.0311937 | val_loss: 0.0311936 | Time: 2499.36 ms [2022-04-08 11:51:09 main:574] : INFO : Epoch 1784 | loss: 0.0311931 | val_loss: 0.0311938 | Time: 2490.62 ms [2022-04-08 11:51:11 main:574] : INFO : Epoch 1785 | loss: 0.0311939 | val_loss: 0.0311932 | Time: 2493.64 ms [2022-04-08 11:51:14 main:574] : INFO : Epoch 1786 | loss: 0.0311932 | val_loss: 0.0311922 | Time: 2483.46 ms [2022-04-08 11:51:16 main:574] : INFO : Epoch 1787 | loss: 0.0311928 | val_loss: 0.0311932 | Time: 2490 ms [2022-04-08 11:51:19 main:574] : INFO : Epoch 1788 | loss: 0.031193 | val_loss: 0.0311942 | Time: 2496.76 ms [2022-04-08 11:51:21 main:574] : INFO : Epoch 1789 | loss: 0.0311929 | val_loss: 0.0311923 | Time: 2494.61 ms [2022-04-08 11:51:24 main:574] : INFO : Epoch 1790 | loss: 0.0311923 | val_loss: 0.0311928 | Time: 2510.69 ms [2022-04-08 11:51:26 main:574] : INFO : Epoch 1791 | loss: 0.031194 | val_loss: 0.0311938 | Time: 2512.96 ms [2022-04-08 11:51:29 main:574] : INFO : Epoch 1792 | loss: 0.031193 | val_loss: 0.0311923 | Time: 2524.85 ms [2022-04-08 11:51:31 main:574] : INFO : Epoch 1793 | loss: 0.0311931 | val_loss: 0.0311926 | Time: 2500.31 ms [2022-04-08 11:51:34 main:574] : INFO : Epoch 1794 | loss: 0.0311927 | val_loss: 0.031192 | Time: 2506.23 ms [2022-04-08 11:51:36 main:574] : INFO : Epoch 1795 | loss: 0.0311924 | val_loss: 0.0311921 | Time: 2452.21 ms [2022-04-08 11:51:39 main:574] : INFO : Epoch 1796 | loss: 0.0311923 | val_loss: 0.031192 | Time: 2491.73 ms [2022-04-08 11:51:41 main:574] : INFO : Epoch 1797 | loss: 0.0311924 | val_loss: 0.0311916 | Time: 2505.91 ms [2022-04-08 11:51:44 main:574] : INFO : Epoch 1798 | loss: 0.0311924 | val_loss: 0.0311918 | Time: 2464.37 ms [2022-04-08 11:51:46 main:574] : INFO : Epoch 1799 | loss: 0.0311932 | val_loss: 0.0311926 | Time: 2510.75 ms [2022-04-08 11:51:49 main:574] : INFO : Epoch 1800 | loss: 0.0311954 | val_loss: 0.0311994 | Time: 2510.66 ms [2022-04-08 11:51:51 main:574] : INFO : Epoch 1801 | loss: 0.0311945 | val_loss: 0.0311925 | Time: 2493.5 ms [2022-04-08 11:51:54 main:574] : INFO : Epoch 1802 | loss: 0.0311919 | val_loss: 0.0311929 | Time: 2515.61 ms [2022-04-08 11:51:56 main:574] : INFO : Epoch 1803 | loss: 0.031193 | val_loss: 0.0311929 | Time: 2453.96 ms [2022-04-08 11:51:59 main:574] : INFO : Epoch 1804 | loss: 0.0311926 | val_loss: 0.0311913 | Time: 2496.3 ms [2022-04-08 11:52:01 main:574] : INFO : Epoch 1805 | loss: 0.0311928 | val_loss: 0.0311925 | Time: 2464.17 ms [2022-04-08 11:52:03 main:574] : INFO : Epoch 1806 | loss: 0.0311918 | val_loss: 0.0311916 | Time: 2511.13 ms [2022-04-08 11:52:06 main:574] : INFO : Epoch 1807 | loss: 0.0311928 | val_loss: 0.0311919 | Time: 2506.46 ms [2022-04-08 11:52:08 main:574] : INFO : Epoch 1808 | loss: 0.0311932 | val_loss: 0.0311925 | Time: 2460.65 ms [2022-04-08 11:52:11 main:574] : INFO : Epoch 1809 | loss: 0.0311926 | val_loss: 0.0311912 | Time: 2502.18 ms [2022-04-08 11:52:13 main:574] : INFO : Epoch 1810 | loss: 0.0311931 | val_loss: 0.0311914 | Time: 2516.62 ms [2022-04-08 11:52:16 main:574] : INFO : Epoch 1811 | loss: 0.0311934 | val_loss: 0.0311916 | Time: 2511.37 ms [2022-04-08 11:52:18 main:574] : INFO : Epoch 1812 | loss: 0.0311917 | val_loss: 0.0311917 | Time: 2488.64 ms [2022-04-08 11:52:21 main:574] : INFO : Epoch 1813 | loss: 0.0311918 | val_loss: 0.031193 | Time: 2506.35 ms [2022-04-08 11:52:24 main:574] : INFO : Epoch 1814 | loss: 0.0311927 | val_loss: 0.0311925 | Time: 2507.21 ms [2022-04-08 11:52:26 main:574] : INFO : Epoch 1815 | loss: 0.0311913 | val_loss: 0.0311914 | Time: 2468.83 ms [2022-04-08 11:52:28 main:574] : INFO : Epoch 1816 | loss: 0.0311922 | val_loss: 0.0311914 | Time: 2486.47 ms [2022-04-08 11:52:31 main:574] : INFO : Epoch 1817 | loss: 0.0311916 | val_loss: 0.031192 | Time: 2479.67 ms [2022-04-08 11:52:33 main:574] : INFO : Epoch 1818 | loss: 0.0311911 | val_loss: 0.0311915 | Time: 2501.07 ms [2022-04-08 11:52:36 main:574] : INFO : Epoch 1819 | loss: 0.0311915 | val_loss: 0.0311915 | Time: 2472.97 ms [2022-04-08 11:52:38 main:574] : INFO : Epoch 1820 | loss: 0.0311912 | val_loss: 0.0311909 | Time: 2479.2 ms [2022-04-08 11:52:41 main:574] : INFO : Epoch 1821 | loss: 0.031191 | val_loss: 0.0311928 | Time: 2487.22 ms [2022-04-08 11:52:43 main:574] : INFO : Epoch 1822 | loss: 0.0311934 | val_loss: 0.031191 | Time: 2523.9 ms [2022-04-08 11:52:46 main:574] : INFO : Epoch 1823 | loss: 0.0311937 | val_loss: 0.0311968 | Time: 2492.38 ms [2022-04-08 11:52:48 main:574] : INFO : Epoch 1824 | loss: 0.0311931 | val_loss: 0.0311922 | Time: 2512.75 ms [2022-04-08 11:52:51 main:574] : INFO : Epoch 1825 | loss: 0.0311933 | val_loss: 0.0311934 | Time: 2506.85 ms [2022-04-08 11:52:53 main:574] : INFO : Epoch 1826 | loss: 0.0311909 | val_loss: 0.031192 | Time: 2509.24 ms [2022-04-08 11:52:56 main:574] : INFO : Epoch 1827 | loss: 0.0311908 | val_loss: 0.031192 | Time: 2500.57 ms [2022-04-08 11:52:58 main:574] : INFO : Epoch 1828 | loss: 0.031191 | val_loss: 0.0311921 | Time: 2476 ms [2022-04-08 11:53:01 main:574] : INFO : Epoch 1829 | loss: 0.0311912 | val_loss: 0.0311921 | Time: 2534.23 ms [2022-04-08 11:53:03 main:574] : INFO : Epoch 1830 | loss: 0.0311921 | val_loss: 0.031193 | Time: 2503.09 ms [2022-04-08 11:53:06 main:574] : INFO : Epoch 1831 | loss: 0.0311919 | val_loss: 0.0311907 | Time: 2487.44 ms [2022-04-08 11:53:08 main:574] : INFO : Epoch 1832 | loss: 0.0311914 | val_loss: 0.0311914 | Time: 2495.84 ms [2022-04-08 11:53:11 main:574] : INFO : Epoch 1833 | loss: 0.0311921 | val_loss: 0.0311917 | Time: 2513.72 ms [2022-04-08 11:53:13 main:574] : INFO : Epoch 1834 | loss: 0.0311913 | val_loss: 0.0311936 | Time: 2510.89 ms [2022-04-08 11:53:16 main:574] : INFO : Epoch 1835 | loss: 0.0311906 | val_loss: 0.031192 | Time: 2492.91 ms [2022-04-08 11:53:19 main:574] : INFO : Epoch 1836 | loss: 0.0311906 | val_loss: 0.0311925 | Time: 2517.46 ms [2022-04-08 11:53:21 main:574] : INFO : Epoch 1837 | loss: 0.03119 | val_loss: 0.0311904 | Time: 2494 ms [2022-04-08 11:53:23 main:574] : INFO : Epoch 1838 | loss: 0.0311903 | val_loss: 0.031193 | Time: 2489.89 ms [2022-04-08 11:53:26 main:574] : INFO : Epoch 1839 | loss: 0.0311908 | val_loss: 0.0311915 | Time: 2497.18 ms [2022-04-08 11:53:29 main:574] : INFO : Epoch 1840 | loss: 0.0311895 | val_loss: 0.0311914 | Time: 2512.25 ms [2022-04-08 11:53:31 main:574] : INFO : Epoch 1841 | loss: 0.0311906 | val_loss: 0.031195 | Time: 2520.83 ms [2022-04-08 11:53:33 main:574] : INFO : Epoch 1842 | loss: 0.0311902 | val_loss: 0.0311916 | Time: 2462.13 ms [2022-04-08 11:53:36 main:574] : INFO : Epoch 1843 | loss: 0.0311892 | val_loss: 0.0311916 | Time: 2509.23 ms [2022-04-08 11:53:39 main:574] : INFO : Epoch 1844 | loss: 0.0311894 | val_loss: 0.0311927 | Time: 2511.95 ms [2022-04-08 11:53:41 main:574] : INFO : Epoch 1845 | loss: 0.0311901 | val_loss: 0.0311891 | Time: 2469.78 ms [2022-04-08 11:53:43 main:574] : INFO : Epoch 1846 | loss: 0.0311889 | val_loss: 0.0311898 | Time: 2498.89 ms [2022-04-08 11:53:46 main:574] : INFO : Epoch 1847 | loss: 0.0311881 | val_loss: 0.0311899 | Time: 2481.77 ms [2022-04-08 11:53:48 main:574] : INFO : Epoch 1848 | loss: 0.0311891 | val_loss: 0.0311892 | Time: 2515.11 ms [2022-04-08 11:53:51 main:574] : INFO : Epoch 1849 | loss: 0.0311886 | val_loss: 0.0311891 | Time: 2500.98 ms [2022-04-08 11:53:54 main:574] : INFO : Epoch 1850 | loss: 0.0311892 | val_loss: 0.031189 | Time: 2493.4 ms [2022-04-08 11:53:56 main:574] : INFO : Epoch 1851 | loss: 0.0311897 | val_loss: 0.0311915 | Time: 2472.03 ms [2022-04-08 11:53:58 main:574] : INFO : Epoch 1852 | loss: 0.0311888 | val_loss: 0.0311893 | Time: 2503.45 ms [2022-04-08 11:54:01 main:574] : INFO : Epoch 1853 | loss: 0.0311882 | val_loss: 0.0311892 | Time: 2471.28 ms [2022-04-08 11:54:03 main:574] : INFO : Epoch 1854 | loss: 0.0311889 | val_loss: 0.0311887 | Time: 2520.41 ms [2022-04-08 11:54:06 main:574] : INFO : Epoch 1855 | loss: 0.0311885 | val_loss: 0.0311883 | Time: 2502.29 ms [2022-04-08 11:54:08 main:574] : INFO : Epoch 1856 | loss: 0.0311876 | val_loss: 0.0311892 | Time: 2491.67 ms [2022-04-08 11:54:11 main:574] : INFO : Epoch 1857 | loss: 0.0311883 | val_loss: 0.0311894 | Time: 2514.96 ms [2022-04-08 11:54:14 main:574] : INFO : Epoch 1858 | loss: 0.0311888 | val_loss: 0.0311907 | Time: 2498.51 ms [2022-04-08 11:54:16 main:574] : INFO : Epoch 1859 | loss: 0.0311901 | val_loss: 0.0311894 | Time: 2479.91 ms [2022-04-08 11:54:18 main:574] : INFO : Epoch 1860 | loss: 0.03119 | val_loss: 0.0311892 | Time: 2489.21 ms [2022-04-08 11:54:21 main:574] : INFO : Epoch 1861 | loss: 0.0311897 | val_loss: 0.0311884 | Time: 2508.46 ms [2022-04-08 11:54:23 main:574] : INFO : Epoch 1862 | loss: 0.0311888 | val_loss: 0.0311874 | Time: 2474.21 ms [2022-04-08 11:54:26 main:574] : INFO : Epoch 1863 | loss: 0.0311881 | val_loss: 0.03119 | Time: 2510.63 ms [2022-04-08 11:54:28 main:574] : INFO : Epoch 1864 | loss: 0.0311891 | val_loss: 0.0311883 | Time: 2513.1 ms [2022-04-08 11:54:31 main:574] : INFO : Epoch 1865 | loss: 0.031189 | val_loss: 0.0311891 | Time: 2476.1 ms [2022-04-08 11:54:33 main:574] : INFO : Epoch 1866 | loss: 0.0311889 | val_loss: 0.0311889 | Time: 2483.75 ms [2022-04-08 11:54:36 main:574] : INFO : Epoch 1867 | loss: 0.0311868 | val_loss: 0.0311895 | Time: 2488.78 ms [2022-04-08 11:54:38 main:574] : INFO : Epoch 1868 | loss: 0.0311902 | val_loss: 0.0311899 | Time: 2492.21 ms [2022-04-08 11:54:41 main:574] : INFO : Epoch 1869 | loss: 0.0311889 | val_loss: 0.0311923 | Time: 2511.58 ms [2022-04-08 11:54:43 main:574] : INFO : Epoch 1870 | loss: 0.0311885 | val_loss: 0.0311869 | Time: 2486.45 ms [2022-04-08 11:54:46 main:574] : INFO : Epoch 1871 | loss: 0.031187 | val_loss: 0.0311872 | Time: 2499.28 ms [2022-04-08 11:54:48 main:574] : INFO : Epoch 1872 | loss: 0.0311863 | val_loss: 0.0311892 | Time: 2508.59 ms [2022-04-08 11:54:51 main:574] : INFO : Epoch 1873 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 2505.53 ms [2022-04-08 11:54:53 main:574] : INFO : Epoch 1874 | loss: 0.0311873 | val_loss: 0.0311864 | Time: 2476.46 ms [2022-04-08 11:54:56 main:574] : INFO : Epoch 1875 | loss: 0.0311863 | val_loss: 0.0311885 | Time: 2509.04 ms [2022-04-08 11:54:58 main:574] : INFO : Epoch 1876 | loss: 0.0311864 | val_loss: 0.0311876 | Time: 2505.9 ms [2022-04-08 11:55:01 main:574] : INFO : Epoch 1877 | loss: 0.0311866 | val_loss: 0.0311892 | Time: 2459 ms [2022-04-08 11:55:03 main:574] : INFO : Epoch 1878 | loss: 0.0311879 | val_loss: 0.0311889 | Time: 2499.02 ms [2022-04-08 11:55:06 main:574] : INFO : Epoch 1879 | loss: 0.0311887 | val_loss: 0.0311865 | Time: 2456.66 ms [2022-04-08 11:55:08 main:574] : INFO : Epoch 1880 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 2478.03 ms [2022-04-08 11:55:11 main:574] : INFO : Epoch 1881 | loss: 0.0311877 | val_loss: 0.0311895 | Time: 2448.71 ms [2022-04-08 11:55:13 main:574] : INFO : Epoch 1882 | loss: 0.0311872 | val_loss: 0.0311883 | Time: 2491.09 ms [2022-04-08 11:55:16 main:574] : INFO : Epoch 1883 | loss: 0.0311862 | val_loss: 0.0311879 | Time: 2488.8 ms [2022-04-08 11:55:18 main:574] : INFO : Epoch 1884 | loss: 0.0311862 | val_loss: 0.0311864 | Time: 2478.08 ms [2022-04-08 11:55:21 main:574] : INFO : Epoch 1885 | loss: 0.0311854 | val_loss: 0.0311886 | Time: 2468.62 ms [2022-04-08 11:55:23 main:574] : INFO : Epoch 1886 | loss: 0.0311859 | val_loss: 0.0311879 | Time: 2510.6 ms [2022-04-08 11:55:26 main:574] : INFO : Epoch 1887 | loss: 0.0311868 | val_loss: 0.0311889 | Time: 2487.21 ms [2022-04-08 11:55:28 main:574] : INFO : Epoch 1888 | loss: 0.0311886 | val_loss: 0.0311868 | Time: 2464.14 ms [2022-04-08 11:55:31 main:574] : INFO : Epoch 1889 | loss: 0.0311878 | val_loss: 0.0311874 | Time: 2508.06 ms [2022-04-08 11:55:33 main:574] : INFO : Epoch 1890 | loss: 0.0311886 | val_loss: 0.0311876 | Time: 2488.99 ms [2022-04-08 11:55:36 main:574] : INFO : Epoch 1891 | loss: 0.0311888 | val_loss: 0.0311903 | Time: 2498.72 ms [2022-04-08 11:55:38 main:574] : INFO : Epoch 1892 | loss: 0.0311864 | val_loss: 0.0311874 | Time: 2480.18 ms [2022-04-08 11:55:41 main:574] : INFO : Epoch 1893 | loss: 0.0311846 | val_loss: 0.0311859 | Time: 2477.01 ms [2022-04-08 11:55:43 main:574] : INFO : Epoch 1894 | loss: 0.0311846 | val_loss: 0.0311876 | Time: 2505.99 ms [2022-04-08 11:55:46 main:574] : INFO : Epoch 1895 | loss: 0.0311847 | val_loss: 0.031186 | Time: 2494.87 ms [2022-04-08 11:55:48 main:574] : INFO : Epoch 1896 | loss: 0.0311883 | val_loss: 0.0311914 | Time: 2493.18 ms [2022-04-08 11:55:51 main:574] : INFO : Epoch 1897 | loss: 0.0311887 | val_loss: 0.0311895 | Time: 2512.92 ms [2022-04-08 11:55:53 main:574] : INFO : Epoch 1898 | loss: 0.0311897 | val_loss: 0.0311942 | Time: 2480.33 ms [2022-04-08 11:55:56 main:574] : INFO : Epoch 1899 | loss: 0.0311926 | val_loss: 0.0311891 | Time: 2502.97 ms [2022-04-08 11:55:58 main:574] : INFO : Epoch 1900 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 2462.92 ms [2022-04-08 11:56:01 main:574] : INFO : Epoch 1901 | loss: 0.0311836 | val_loss: 0.0311864 | Time: 2510.79 ms [2022-04-08 11:56:03 main:574] : INFO : Epoch 1902 | loss: 0.031184 | val_loss: 0.0311903 | Time: 2478.8 ms [2022-04-08 11:56:06 main:574] : INFO : Epoch 1903 | loss: 0.0311878 | val_loss: 0.0311884 | Time: 2474.29 ms [2022-04-08 11:56:08 main:574] : INFO : Epoch 1904 | loss: 0.0311855 | val_loss: 0.0311904 | Time: 2481.57 ms [2022-04-08 11:56:11 main:574] : INFO : Epoch 1905 | loss: 0.0311858 | val_loss: 0.0311879 | Time: 2483.43 ms [2022-04-08 11:56:13 main:574] : INFO : Epoch 1906 | loss: 0.0311839 | val_loss: 0.0311843 | Time: 2493.98 ms [2022-04-08 11:56:16 main:574] : INFO : Epoch 1907 | loss: 0.0311838 | val_loss: 0.0311848 | Time: 2459.78 ms [2022-04-08 11:56:18 main:574] : INFO : Epoch 1908 | loss: 0.031184 | val_loss: 0.0311855 | Time: 2504.02 ms [2022-04-08 11:56:20 main:574] : INFO : Epoch 1909 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 2446.03 ms [2022-04-08 11:56:23 main:574] : INFO : Epoch 1910 | loss: 0.0311821 | val_loss: 0.0311855 | Time: 2463.58 ms [2022-04-08 11:56:25 main:574] : INFO : Epoch 1911 | loss: 0.0311822 | val_loss: 0.0311838 | Time: 2475.66 ms [2022-04-08 11:56:28 main:574] : INFO : Epoch 1912 | loss: 0.0311847 | val_loss: 0.0311843 | Time: 2490.48 ms [2022-04-08 11:56:30 main:574] : INFO : Epoch 1913 | loss: 0.0311857 | val_loss: 0.0311855 | Time: 2495.6 ms [2022-04-08 11:56:33 main:574] : INFO : Epoch 1914 | loss: 0.0311836 | val_loss: 0.0311837 | Time: 2487.81 ms [2022-04-08 11:56:35 main:574] : INFO : Epoch 1915 | loss: 0.0311833 | val_loss: 0.0311849 | Time: 2488.24 ms [2022-04-08 11:56:38 main:574] : INFO : Epoch 1916 | loss: 0.0311858 | val_loss: 0.031189 | Time: 2483.38 ms [2022-04-08 11:56:40 main:574] : INFO : Epoch 1917 | loss: 0.0311826 | val_loss: 0.0311837 | Time: 2463.61 ms [2022-04-08 11:56:43 main:574] : INFO : Epoch 1918 | loss: 0.0311821 | val_loss: 0.0311829 | Time: 2470.74 ms [2022-04-08 11:56:45 main:574] : INFO : Epoch 1919 | loss: 0.0311823 | val_loss: 0.0311854 | Time: 2458.23 ms [2022-04-08 11:56:48 main:574] : INFO : Epoch 1920 | loss: 0.0311825 | val_loss: 0.031185 | Time: 2449.02 ms [2022-04-08 11:56:50 main:574] : INFO : Epoch 1921 | loss: 0.0311828 | val_loss: 0.0311859 | Time: 2470.89 ms [2022-04-08 11:56:53 main:574] : INFO : Epoch 1922 | loss: 0.0311823 | val_loss: 0.0311832 | Time: 2470.7 ms [2022-04-08 11:56:55 main:574] : INFO : Epoch 1923 | loss: 0.0311846 | val_loss: 0.0311873 | Time: 2469.48 ms [2022-04-08 11:56:58 main:574] : INFO : Epoch 1924 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 2468.18 ms [2022-04-08 11:57:00 main:574] : INFO : Epoch 1925 | loss: 0.0311833 | val_loss: 0.0311849 | Time: 2483.65 ms [2022-04-08 11:57:03 main:574] : INFO : Epoch 1926 | loss: 0.0311818 | val_loss: 0.0311852 | Time: 2474 ms [2022-04-08 11:57:05 main:574] : INFO : Epoch 1927 | loss: 0.0311818 | val_loss: 0.0311849 | Time: 2503 ms [2022-04-08 11:57:08 main:574] : INFO : Epoch 1928 | loss: 0.031181 | val_loss: 0.0311863 | Time: 2463.34 ms [2022-04-08 11:57:10 main:574] : INFO : Epoch 1929 | loss: 0.0311814 | val_loss: 0.0311834 | Time: 2448.17 ms [2022-04-08 11:57:12 main:574] : INFO : Epoch 1930 | loss: 0.0311805 | val_loss: 0.0311834 | Time: 2485.07 ms [2022-04-08 11:57:15 main:574] : INFO : Epoch 1931 | loss: 0.0311813 | val_loss: 0.031184 | Time: 2476.11 ms [2022-04-08 11:57:17 main:574] : INFO : Epoch 1932 | loss: 0.0311811 | val_loss: 0.0311828 | Time: 2473.84 ms [2022-04-08 11:57:20 main:574] : INFO : Epoch 1933 | loss: 0.0311803 | val_loss: 0.0311852 | Time: 2453.46 ms [2022-04-08 11:57:22 main:574] : INFO : Epoch 1934 | loss: 0.031181 | val_loss: 0.0311941 | Time: 2481.1 ms [2022-04-08 11:57:25 main:574] : INFO : Epoch 1935 | loss: 0.031184 | val_loss: 0.031184 | Time: 2487.06 ms [2022-04-08 11:57:27 main:574] : INFO : Epoch 1936 | loss: 0.0311804 | val_loss: 0.0311843 | Time: 2503.52 ms [2022-04-08 11:57:30 main:574] : INFO : Epoch 1937 | loss: 0.0311801 | val_loss: 0.0311834 | Time: 2453.3 ms [2022-04-08 11:57:32 main:574] : INFO : Epoch 1938 | loss: 0.0311797 | val_loss: 0.0311832 | Time: 2484.88 ms [2022-04-08 11:57:35 main:574] : INFO : Epoch 1939 | loss: 0.0311813 | val_loss: 0.0311848 | Time: 2462.52 ms [2022-04-08 11:57:37 main:574] : INFO : Epoch 1940 | loss: 0.0311815 | val_loss: 0.0311845 | Time: 2477.65 ms [2022-04-08 11:57:40 main:574] : INFO : Epoch 1941 | loss: 0.0311809 | val_loss: 0.0311836 | Time: 2473.21 ms [2022-04-08 11:57:42 main:574] : INFO : Epoch 1942 | loss: 0.0311798 | val_loss: 0.0311856 | Time: 2509.95 ms [2022-04-08 11:57:45 main:574] : INFO : Epoch 1943 | loss: 0.0311831 | val_loss: 0.0311848 | Time: 2432.91 ms [2022-04-08 11:57:47 main:574] : INFO : Epoch 1944 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 2440.72 ms [2022-04-08 11:57:50 main:574] : INFO : Epoch 1945 | loss: 0.0311823 | val_loss: 0.0311843 | Time: 2478.52 ms [2022-04-08 11:57:52 main:574] : INFO : Epoch 1946 | loss: 0.0311842 | val_loss: 0.0311846 | Time: 2462.01 ms [2022-04-08 11:57:55 main:574] : INFO : Epoch 1947 | loss: 0.0311828 | val_loss: 0.0311839 | Time: 2482.25 ms [2022-04-08 11:57:57 main:574] : INFO : Epoch 1948 | loss: 0.0311826 | val_loss: 0.0311847 | Time: 2468.67 ms [2022-04-08 11:58:00 main:574] : INFO : Epoch 1949 | loss: 0.0311814 | val_loss: 0.0311863 | Time: 2511.57 ms [2022-04-08 11:58:02 main:574] : INFO : Epoch 1950 | loss: 0.031181 | val_loss: 0.0311838 | Time: 2477.7 ms [2022-04-08 11:58:05 main:574] : INFO : Epoch 1951 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 2500.42 ms [2022-04-08 11:58:07 main:574] : INFO : Epoch 1952 | loss: 0.0311799 | val_loss: 0.0311864 | Time: 2477.91 ms [2022-04-08 11:58:10 main:574] : INFO : Epoch 1953 | loss: 0.0311798 | val_loss: 0.031184 | Time: 2505.67 ms [2022-04-08 11:58:12 main:574] : INFO : Epoch 1954 | loss: 0.0311791 | val_loss: 0.031185 | Time: 2476.05 ms [2022-04-08 11:58:14 main:574] : INFO : Epoch 1955 | loss: 0.0311801 | val_loss: 0.0311853 | Time: 2468.3 ms [2022-04-08 11:58:17 main:574] : INFO : Epoch 1956 | loss: 0.0311795 | val_loss: 0.0311866 | Time: 2485.6 ms [2022-04-08 11:58:19 main:574] : INFO : Epoch 1957 | loss: 0.0311812 | val_loss: 0.0311852 | Time: 2462.44 ms [2022-04-08 11:58:22 main:574] : INFO : Epoch 1958 | loss: 0.0311801 | val_loss: 0.031185 | Time: 2472.8 ms [2022-04-08 11:58:24 main:574] : INFO : Epoch 1959 | loss: 0.0311799 | val_loss: 0.0311851 | Time: 2432.49 ms [2022-04-08 11:58:27 main:574] : INFO : Epoch 1960 | loss: 0.0311805 | val_loss: 0.0311884 | Time: 2469.31 ms [2022-04-08 11:58:29 main:574] : INFO : Epoch 1961 | loss: 0.0311814 | val_loss: 0.0311838 | Time: 2446.61 ms [2022-04-08 11:58:32 main:574] : INFO : Epoch 1962 | loss: 0.0311802 | val_loss: 0.0311848 | Time: 2478.31 ms [2022-04-08 11:58:34 main:574] : INFO : Epoch 1963 | loss: 0.0311809 | val_loss: 0.0311884 | Time: 2450.86 ms [2022-04-08 11:58:37 main:574] : INFO : Epoch 1964 | loss: 0.031181 | val_loss: 0.0311871 | Time: 2475.36 ms [2022-04-08 11:58:39 main:574] : INFO : Epoch 1965 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 2457.69 ms [2022-04-08 11:58:42 main:574] : INFO : Epoch 1966 | loss: 0.0311796 | val_loss: 0.0311849 | Time: 2454.31 ms [2022-04-08 11:58:44 main:574] : INFO : Epoch 1967 | loss: 0.0311802 | val_loss: 0.0311888 | Time: 2474.2 ms [2022-04-08 11:58:47 main:574] : INFO : Epoch 1968 | loss: 0.0311801 | val_loss: 0.031185 | Time: 2436.85 ms [2022-04-08 11:58:49 main:574] : INFO : Epoch 1969 | loss: 0.03118 | val_loss: 0.0311857 | Time: 2458.23 ms [2022-04-08 11:58:51 main:574] : INFO : Epoch 1970 | loss: 0.0311799 | val_loss: 0.0311847 | Time: 2488.1 ms [2022-04-08 11:58:54 main:574] : INFO : Epoch 1971 | loss: 0.0311785 | val_loss: 0.0311846 | Time: 2489.65 ms [2022-04-08 11:58:56 main:574] : INFO : Epoch 1972 | loss: 0.0311788 | val_loss: 0.0311832 | Time: 2510.15 ms [2022-04-08 11:58:59 main:574] : INFO : Epoch 1973 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 2485.36 ms [2022-04-08 11:59:01 main:574] : INFO : Epoch 1974 | loss: 0.0311778 | val_loss: 0.0311861 | Time: 2478.08 ms [2022-04-08 11:59:04 main:574] : INFO : Epoch 1975 | loss: 0.0311811 | val_loss: 0.031187 | Time: 2527.3 ms [2022-04-08 11:59:06 main:574] : INFO : Epoch 1976 | loss: 0.0311809 | val_loss: 0.0311856 | Time: 2485.28 ms [2022-04-08 11:59:09 main:574] : INFO : Epoch 1977 | loss: 0.0311812 | val_loss: 0.0311926 | Time: 2509.13 ms [2022-04-08 11:59:11 main:574] : INFO : Epoch 1978 | loss: 0.0311823 | val_loss: 0.0311869 | Time: 2478.29 ms [2022-04-08 11:59:14 main:574] : INFO : Epoch 1979 | loss: 0.0311789 | val_loss: 0.0311845 | Time: 2490.08 ms [2022-04-08 11:59:16 main:574] : INFO : Epoch 1980 | loss: 0.0311786 | val_loss: 0.0311854 | Time: 2448.48 ms [2022-04-08 11:59:19 main:574] : INFO : Epoch 1981 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 2476.46 ms [2022-04-08 11:59:21 main:574] : INFO : Epoch 1982 | loss: 0.0311789 | val_loss: 0.0311865 | Time: 2480.33 ms [2022-04-08 11:59:24 main:574] : INFO : Epoch 1983 | loss: 0.0311808 | val_loss: 0.0311913 | Time: 2495.56 ms [2022-04-08 11:59:26 main:574] : INFO : Epoch 1984 | loss: 0.0311802 | val_loss: 0.031185 | Time: 2481.84 ms [2022-04-08 11:59:29 main:574] : INFO : Epoch 1985 | loss: 0.0311814 | val_loss: 0.0311847 | Time: 2486.94 ms [2022-04-08 11:59:31 main:574] : INFO : Epoch 1986 | loss: 0.0311817 | val_loss: 0.0311829 | Time: 2506.54 ms [2022-04-08 11:59:34 main:574] : INFO : Epoch 1987 | loss: 0.031178 | val_loss: 0.0311865 | Time: 2494.37 ms [2022-04-08 11:59:36 main:574] : INFO : Epoch 1988 | loss: 0.0311784 | val_loss: 0.0311872 | Time: 2482.21 ms [2022-04-08 11:59:39 main:574] : INFO : Epoch 1989 | loss: 0.0311767 | val_loss: 0.0311866 | Time: 2488.03 ms [2022-04-08 11:59:41 main:574] : INFO : Epoch 1990 | loss: 0.0311798 | val_loss: 0.0311838 | Time: 2472.31 ms [2022-04-08 11:59:44 main:574] : INFO : Epoch 1991 | loss: 0.031178 | val_loss: 0.0311861 | Time: 2489.54 ms [2022-04-08 11:59:46 main:574] : INFO : Epoch 1992 | loss: 0.0311785 | val_loss: 0.0311878 | Time: 2494.83 ms [2022-04-08 11:59:49 main:574] : INFO : Epoch 1993 | loss: 0.0311772 | val_loss: 0.031184 | Time: 2489.57 ms [2022-04-08 11:59:51 main:574] : INFO : Epoch 1994 | loss: 0.031177 | val_loss: 0.0311846 | Time: 2492.54 ms [2022-04-08 11:59:54 main:574] : INFO : Epoch 1995 | loss: 0.0311759 | val_loss: 0.0311891 | Time: 2481.64 ms [2022-04-08 11:59:56 main:574] : INFO : Epoch 1996 | loss: 0.03118 | val_loss: 0.031184 | Time: 2463.89 ms [2022-04-08 11:59:59 main:574] : INFO : Epoch 1997 | loss: 0.0311821 | val_loss: 0.0311819 | Time: 2466.65 ms [2022-04-08 12:00:01 main:574] : INFO : Epoch 1998 | loss: 0.0311775 | val_loss: 0.0311825 | Time: 2468.03 ms [2022-04-08 12:00:04 main:574] : INFO : Epoch 1999 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 2463.69 ms [2022-04-08 12:00:06 main:574] : INFO : Epoch 2000 | loss: 0.0311763 | val_loss: 0.0311844 | Time: 2462.82 ms [2022-04-08 12:00:09 main:574] : INFO : Epoch 2001 | loss: 0.0311799 | val_loss: 0.0311848 | Time: 2465.61 ms [2022-04-08 12:00:11 main:574] : INFO : Epoch 2002 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 2467.27 ms [2022-04-08 12:00:13 main:574] : INFO : Epoch 2003 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 2497.05 ms [2022-04-08 12:00:16 main:574] : INFO : Epoch 2004 | loss: 0.0311782 | val_loss: 0.0311945 | Time: 2505.8 ms [2022-04-08 12:00:18 main:574] : INFO : Epoch 2005 | loss: 0.0311827 | val_loss: 0.0311806 | Time: 2445.93 ms [2022-04-08 12:00:21 main:574] : INFO : Epoch 2006 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 2476.07 ms [2022-04-08 12:00:23 main:574] : INFO : Epoch 2007 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 2487.91 ms [2022-04-08 12:00:26 main:574] : INFO : Epoch 2008 | loss: 0.0311764 | val_loss: 0.0311797 | Time: 2467.83 ms [2022-04-08 12:00:28 main:574] : INFO : Epoch 2009 | loss: 0.0311773 | val_loss: 0.0311798 | Time: 2471.14 ms [2022-04-08 12:00:31 main:574] : INFO : Epoch 2010 | loss: 0.0311785 | val_loss: 0.0311879 | Time: 2471.83 ms [2022-04-08 12:00:33 main:574] : INFO : Epoch 2011 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 2507.05 ms [2022-04-08 12:00:36 main:574] : INFO : Epoch 2012 | loss: 0.0311789 | val_loss: 0.0311817 | Time: 2461.25 ms [2022-04-08 12:00:38 main:574] : INFO : Epoch 2013 | loss: 0.0311759 | val_loss: 0.0311797 | Time: 2474.74 ms [2022-04-08 12:00:41 main:574] : INFO : Epoch 2014 | loss: 0.0311752 | val_loss: 0.031181 | Time: 2492.65 ms [2022-04-08 12:00:43 main:574] : INFO : Epoch 2015 | loss: 0.031181 | val_loss: 0.0311808 | Time: 2479.59 ms [2022-04-08 12:00:46 main:574] : INFO : Epoch 2016 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 2480.1 ms [2022-04-08 12:00:48 main:574] : INFO : Epoch 2017 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 2494.9 ms [2022-04-08 12:00:51 main:574] : INFO : Epoch 2018 | loss: 0.0311773 | val_loss: 0.0311904 | Time: 2487.98 ms [2022-04-08 12:00:53 main:574] : INFO : Epoch 2019 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 2485.28 ms [2022-04-08 12:00:56 main:574] : INFO : Epoch 2020 | loss: 0.031179 | val_loss: 0.0311837 | Time: 2509.08 ms [2022-04-08 12:00:58 main:574] : INFO : Epoch 2021 | loss: 0.0311769 | val_loss: 0.0311794 | Time: 2489.09 ms [2022-04-08 12:01:01 main:574] : INFO : Epoch 2022 | loss: 0.0311741 | val_loss: 0.031184 | Time: 2480.36 ms [2022-04-08 12:01:03 main:574] : INFO : Epoch 2023 | loss: 0.0311756 | val_loss: 0.0311787 | Time: 2502.91 ms [2022-04-08 12:01:06 main:574] : INFO : Epoch 2024 | loss: 0.0311729 | val_loss: 0.0311814 | Time: 2491.06 ms [2022-04-08 12:01:08 main:574] : INFO : Epoch 2025 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 2513.93 ms [2022-04-08 12:01:11 main:574] : INFO : Epoch 2026 | loss: 0.0311788 | val_loss: 0.0311827 | Time: 2497.35 ms [2022-04-08 12:01:13 main:574] : INFO : Epoch 2027 | loss: 0.0311768 | val_loss: 0.0311816 | Time: 2495.49 ms [2022-04-08 12:01:16 main:574] : INFO : Epoch 2028 | loss: 0.0311741 | val_loss: 0.0311843 | Time: 2489.24 ms [2022-04-08 12:01:18 main:574] : INFO : Epoch 2029 | loss: 0.0311796 | val_loss: 0.0311897 | Time: 2498.1 ms [2022-04-08 12:01:21 main:574] : INFO : Epoch 2030 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 2501.67 ms [2022-04-08 12:01:23 main:574] : INFO : Epoch 2031 | loss: 0.0311747 | val_loss: 0.03118 | Time: 2474.53 ms [2022-04-08 12:01:26 main:574] : INFO : Epoch 2032 | loss: 0.0311743 | val_loss: 0.0311826 | Time: 2513.6 ms [2022-04-08 12:01:28 main:574] : INFO : Epoch 2033 | loss: 0.0311759 | val_loss: 0.0311787 | Time: 2471.44 ms [2022-04-08 12:01:31 main:574] : INFO : Epoch 2034 | loss: 0.0311739 | val_loss: 0.0311801 | Time: 2470.69 ms [2022-04-08 12:01:33 main:574] : INFO : Epoch 2035 | loss: 0.031178 | val_loss: 0.031187 | Time: 2503.9 ms [2022-04-08 12:01:36 main:574] : INFO : Epoch 2036 | loss: 0.0311821 | val_loss: 0.0311795 | Time: 2468.16 ms [2022-04-08 12:01:38 main:574] : INFO : Epoch 2037 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 2507.8 ms [2022-04-08 12:01:41 main:574] : INFO : Epoch 2038 | loss: 0.031175 | val_loss: 0.0311795 | Time: 2479.39 ms [2022-04-08 12:01:43 main:574] : INFO : Epoch 2039 | loss: 0.0311804 | val_loss: 0.0311849 | Time: 2482.63 ms [2022-04-08 12:01:46 main:574] : INFO : Epoch 2040 | loss: 0.0311778 | val_loss: 0.0311786 | Time: 2469.57 ms [2022-04-08 12:01:48 main:574] : INFO : Epoch 2041 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 2459.74 ms [2022-04-08 12:01:51 main:574] : INFO : Epoch 2042 | loss: 0.0311739 | val_loss: 0.0311853 | Time: 2472.86 ms [2022-04-08 12:01:53 main:574] : INFO : Epoch 2043 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 2510.29 ms [2022-04-08 12:01:56 main:574] : INFO : Epoch 2044 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 2518.35 ms [2022-04-08 12:01:58 main:574] : INFO : Epoch 2045 | loss: 0.0311729 | val_loss: 0.0311833 | Time: 2456.21 ms [2022-04-08 12:02:00 main:574] : INFO : Epoch 2046 | loss: 0.0311748 | val_loss: 0.0311814 | Time: 2463.77 ms [2022-04-08 12:02:03 main:574] : INFO : Epoch 2047 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 2530.48 ms [2022-04-08 12:02:05 main:574] : INFO : Epoch 2048 | loss: 0.0311754 | val_loss: 0.0311875 | Time: 2444.23 ms [2022-04-08 12:02:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311875 [2022-04-08 12:02:05 main:603] : INFO : Saving end state to config to file [2022-04-08 12:02:05 main:608] : INFO : Success, exiting.. 12:02:05 (5476): 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)