Task 14551430
| Name | ParityModified-1647044815-5314-3-0_1 |
| Workunit | 11256480 |
| Created | 8 Apr 2022, 19:38:32 UTC |
| Sent | 8 Apr 2022, 20:17:53 UTC |
| Report deadline | 16 Apr 2022, 20:17:53 UTC |
| Received | 8 Apr 2022, 23:07:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 25 min 3 sec |
| CPU time | 1 hours 24 min 2 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> l_loss: 0.0312509 | Time: 2476.38 ms [2022-04-08 18:46:28 main:574] : INFO : Epoch 1542 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2518.79 ms [2022-04-08 18:46:31 main:574] : INFO : Epoch 1543 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2460.53 ms [2022-04-08 18:46:33 main:574] : INFO : Epoch 1544 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2481.57 ms [2022-04-08 18:46:36 main:574] : INFO : Epoch 1545 | loss: 0.03125 | val_loss: 0.0312514 | Time: 2491.68 ms [2022-04-08 18:46:38 main:574] : INFO : Epoch 1546 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 2500.43 ms [2022-04-08 18:46:41 main:574] : INFO : Epoch 1547 | loss: 0.0312518 | val_loss: 0.0312505 | Time: 2512.08 ms [2022-04-08 18:46:43 main:574] : INFO : Epoch 1548 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 2491.27 ms [2022-04-08 18:46:46 main:574] : INFO : Epoch 1549 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2545.72 ms [2022-04-08 18:46:48 main:574] : INFO : Epoch 1550 | loss: 0.0312521 | val_loss: 0.0312518 | Time: 2495.7 ms [2022-04-08 18:46:51 main:574] : INFO : Epoch 1551 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2463.14 ms [2022-04-08 18:46:53 main:574] : INFO : Epoch 1552 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2465.52 ms [2022-04-08 18:46:56 main:574] : INFO : Epoch 1553 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2498.6 ms [2022-04-08 18:46:58 main:574] : INFO : Epoch 1554 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2492.29 ms [2022-04-08 18:47:01 main:574] : INFO : Epoch 1555 | loss: 0.03125 | val_loss: 0.031251 | Time: 2496.07 ms [2022-04-08 18:47:03 main:574] : INFO : Epoch 1556 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2508.7 ms [2022-04-08 18:47:06 main:574] : INFO : Epoch 1557 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2470.94 ms [2022-04-08 18:47:08 main:574] : INFO : Epoch 1558 | loss: 0.0312504 | val_loss: 0.0312541 | Time: 2468.21 ms [2022-04-08 18:47:11 main:574] : INFO : Epoch 1559 | loss: 0.0312521 | val_loss: 0.0312526 | Time: 2456.82 ms [2022-04-08 18:47:13 main:574] : INFO : Epoch 1560 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 2494.43 ms [2022-04-08 18:47:16 main:574] : INFO : Epoch 1561 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2503.76 ms [2022-04-08 18:47:18 main:574] : INFO : Epoch 1562 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2514.21 ms [2022-04-08 18:47:21 main:574] : INFO : Epoch 1563 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 2519.74 ms [2022-04-08 18:47:23 main:574] : INFO : Epoch 1564 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 2503.06 ms [2022-04-08 18:47:26 main:574] : INFO : Epoch 1565 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2488.69 ms [2022-04-08 18:47:28 main:574] : INFO : Epoch 1566 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2508.63 ms [2022-04-08 18:47:31 main:574] : INFO : Epoch 1567 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2484.91 ms [2022-04-08 18:47:33 main:574] : INFO : Epoch 1568 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2498.78 ms [2022-04-08 18:47:36 main:574] : INFO : Epoch 1569 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2482.92 ms [2022-04-08 18:47:38 main:574] : INFO : Epoch 1570 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2504.65 ms [2022-04-08 18:47:41 main:574] : INFO : Epoch 1571 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2501.77 ms [2022-04-08 18:47:43 main:574] : INFO : Epoch 1572 | loss: 0.0312497 | val_loss: 0.031251 | Time: 2468.37 ms [2022-04-08 18:47:46 main:574] : INFO : Epoch 1573 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2486.09 ms [2022-04-08 18:47:48 main:574] : INFO : Epoch 1574 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2456.78 ms [2022-04-08 18:47:50 main:574] : INFO : Epoch 1575 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2478.71 ms [2022-04-08 18:47:53 main:574] : INFO : Epoch 1576 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2462.39 ms [2022-04-08 18:47:55 main:574] : INFO : Epoch 1577 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2497.27 ms [2022-04-08 18:47:58 main:574] : INFO : Epoch 1578 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2481.68 ms [2022-04-08 18:48:00 main:574] : INFO : Epoch 1579 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2492.87 ms [2022-04-08 18:48:03 main:574] : INFO : Epoch 1580 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2464.13 ms [2022-04-08 18:48:05 main:574] : INFO : Epoch 1581 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2474.64 ms [2022-04-08 18:48:08 main:574] : INFO : Epoch 1582 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2509.26 ms [2022-04-08 18:48:10 main:574] : INFO : Epoch 1583 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2493.81 ms [2022-04-08 18:48:13 main:574] : INFO : Epoch 1584 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 2509.67 ms [2022-04-08 18:48:15 main:574] : INFO : Epoch 1585 | loss: 0.0312512 | val_loss: 0.0312534 | Time: 2485.47 ms [2022-04-08 18:48:18 main:574] : INFO : Epoch 1586 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2521.4 ms [2022-04-08 18:48:20 main:574] : INFO : Epoch 1587 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 2495.59 ms [2022-04-08 18:48:23 main:574] : INFO : Epoch 1588 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2515.07 ms [2022-04-08 18:48:25 main:574] : INFO : Epoch 1589 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2492.69 ms [2022-04-08 18:48:28 main:574] : INFO : Epoch 1590 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2508.46 ms [2022-04-08 18:48:30 main:574] : INFO : Epoch 1591 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 2480.42 ms [2022-04-08 18:48:33 main:574] : INFO : Epoch 1592 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 2504.74 ms [2022-04-08 18:48:35 main:574] : INFO : Epoch 1593 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2499.8 ms [2022-04-08 18:48:38 main:574] : INFO : Epoch 1594 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2484.28 ms [2022-04-08 18:48:40 main:574] : INFO : Epoch 1595 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2497.89 ms [2022-04-08 18:48:43 main:574] : INFO : Epoch 1596 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2478.59 ms [2022-04-08 18:48:45 main:574] : INFO : Epoch 1597 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2487.17 ms [2022-04-08 18:48:48 main:574] : INFO : Epoch 1598 | loss: 0.03125 | val_loss: 0.0312515 | Time: 2506.65 ms [2022-04-08 18:48:50 main:574] : INFO : Epoch 1599 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2490.84 ms [2022-04-08 18:48:53 main:574] : INFO : Epoch 1600 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2494.08 ms [2022-04-08 18:48:55 main:574] : INFO : Epoch 1601 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2488.22 ms [2022-04-08 18:48:58 main:574] : INFO : Epoch 1602 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 2491.71 ms [2022-04-08 18:49:00 main:574] : INFO : Epoch 1603 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2503.16 ms [2022-04-08 18:49:03 main:574] : INFO : Epoch 1604 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2528.1 ms [2022-04-08 18:49:05 main:574] : INFO : Epoch 1605 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2477.41 ms [2022-04-08 18:49:08 main:574] : INFO : Epoch 1606 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2493.81 ms [2022-04-08 18:49:10 main:574] : INFO : Epoch 1607 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2525.41 ms [2022-04-08 18:49:13 main:574] : INFO : Epoch 1608 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 2510.56 ms [2022-04-08 18:49:15 main:574] : INFO : Epoch 1609 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2477.47 ms [2022-04-08 18:49:18 main:574] : INFO : Epoch 1610 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 2489.64 ms [2022-04-08 18:49:20 main:574] : INFO : Epoch 1611 | loss: 0.03125 | val_loss: 0.0312515 | Time: 2450.86 ms [2022-04-08 18:49:23 main:574] : INFO : Epoch 1612 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2464.12 ms [2022-04-08 18:49:25 main:574] : INFO : Epoch 1613 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2457.72 ms [2022-04-08 18:49:28 main:574] : INFO : Epoch 1614 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2475.83 ms [2022-04-08 18:49:30 main:574] : INFO : Epoch 1615 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 2504.43 ms [2022-04-08 18:49:33 main:574] : INFO : Epoch 1616 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2511.61 ms [2022-04-08 18:49:35 main:574] : INFO : Epoch 1617 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 2484.53 ms [2022-04-08 18:49:38 main:574] : INFO : Epoch 1618 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2505.32 ms [2022-04-08 18:49:40 main:574] : INFO : Epoch 1619 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2471.18 ms [2022-04-08 18:49:43 main:574] : INFO : Epoch 1620 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2500.25 ms [2022-04-08 18:49:45 main:574] : INFO : Epoch 1621 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2501.36 ms [2022-04-08 18:49:48 main:574] : INFO : Epoch 1622 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2466.11 ms [2022-04-08 18:49:50 main:574] : INFO : Epoch 1623 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 2472.93 ms [2022-04-08 18:49:53 main:574] : INFO : Epoch 1624 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2501.51 ms [2022-04-08 18:49:55 main:574] : INFO : Epoch 1625 | loss: 0.03125 | val_loss: 0.0312512 | Time: 2470.67 ms [2022-04-08 18:49:58 main:574] : INFO : Epoch 1626 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2492.21 ms [2022-04-08 18:50:00 main:574] : INFO : Epoch 1627 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2473.09 ms [2022-04-08 18:50:03 main:574] : INFO : Epoch 1628 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2492.15 ms [2022-04-08 18:50:05 main:574] : INFO : Epoch 1629 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2462.96 ms [2022-04-08 18:50:08 main:574] : INFO : Epoch 1630 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2496.37 ms [2022-04-08 18:50:10 main:574] : INFO : Epoch 1631 | loss: 0.0312497 | val_loss: 0.031251 | Time: 2478.91 ms [2022-04-08 18:50:12 main:574] : INFO : Epoch 1632 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2470.74 ms [2022-04-08 18:50:15 main:574] : INFO : Epoch 1633 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2489.52 ms [2022-04-08 18:50:17 main:574] : INFO : Epoch 1634 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2465.56 ms [2022-04-08 18:50:20 main:574] : INFO : Epoch 1635 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2493.94 ms [2022-04-08 18:50:22 main:574] : INFO : Epoch 1636 | loss: 0.03125 | val_loss: 0.0312518 | Time: 2500.99 ms [2022-04-08 18:50:25 main:574] : INFO : Epoch 1637 | loss: 0.0312515 | val_loss: 0.0312522 | Time: 2466.21 ms [2022-04-08 18:50:27 main:574] : INFO : Epoch 1638 | loss: 0.0312511 | val_loss: 0.0312541 | Time: 2472.91 ms [2022-04-08 18:50:30 main:574] : INFO : Epoch 1639 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2452.83 ms [2022-04-08 18:50:32 main:574] : INFO : Epoch 1640 | loss: 0.0312502 | val_loss: 0.031251 | Time: 2463.35 ms [2022-04-08 18:50:35 main:574] : INFO : Epoch 1641 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2471.89 ms [2022-04-08 18:50:37 main:574] : INFO : Epoch 1642 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2457.3 ms [2022-04-08 18:50:40 main:574] : INFO : Epoch 1643 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2451.3 ms [2022-04-08 18:50:42 main:574] : INFO : Epoch 1644 | loss: 0.0312502 | val_loss: 0.031251 | Time: 2471.96 ms [2022-04-08 18:50:45 main:574] : INFO : Epoch 1645 | loss: 0.0312519 | val_loss: 0.0312513 | Time: 2470.06 ms [2022-04-08 18:50:47 main:574] : INFO : Epoch 1646 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 2488.25 ms [2022-04-08 18:50:50 main:574] : INFO : Epoch 1647 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2464 ms [2022-04-08 18:50:52 main:574] : INFO : Epoch 1648 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2487.18 ms [2022-04-08 18:50:55 main:574] : INFO : Epoch 1649 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2478.31 ms [2022-04-08 18:50:57 main:574] : INFO : Epoch 1650 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2465.7 ms [2022-04-08 18:51:00 main:574] : INFO : Epoch 1651 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2495.76 ms [2022-04-08 18:51:02 main:574] : INFO : Epoch 1652 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2503.79 ms [2022-04-08 18:51:05 main:574] : INFO : Epoch 1653 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2459.91 ms [2022-04-08 18:51:07 main:574] : INFO : Epoch 1654 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2484.39 ms [2022-04-08 18:51:09 main:574] : INFO : Epoch 1655 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2482.98 ms [2022-04-08 18:51:12 main:574] : INFO : Epoch 1656 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2497.22 ms [2022-04-08 18:51:14 main:574] : INFO : Epoch 1657 | loss: 0.0312505 | val_loss: 0.0312528 | Time: 2464.24 ms [2022-04-08 18:51:17 main:574] : INFO : Epoch 1658 | loss: 0.0312515 | val_loss: 0.0312586 | Time: 2496.17 ms [2022-04-08 18:51:19 main:574] : INFO : Epoch 1659 | loss: 0.0312534 | val_loss: 0.0312524 | Time: 2498.33 ms [2022-04-08 18:51:22 main:574] : INFO : Epoch 1660 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2482.49 ms [2022-04-08 18:51:24 main:574] : INFO : Epoch 1661 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2477.9 ms [2022-04-08 18:51:27 main:574] : INFO : Epoch 1662 | loss: 0.031251 | val_loss: 0.0312507 | Time: 2498.56 ms [2022-04-08 18:51:29 main:574] : INFO : Epoch 1663 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2490.24 ms [2022-04-08 18:51:32 main:574] : INFO : Epoch 1664 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2482.11 ms [2022-04-08 18:51:34 main:574] : INFO : Epoch 1665 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2492.45 ms [2022-04-08 18:51:37 main:574] : INFO : Epoch 1666 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2517.27 ms [2022-04-08 18:51:39 main:574] : INFO : Epoch 1667 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2473.58 ms [2022-04-08 18:51:42 main:574] : INFO : Epoch 1668 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2470.57 ms [2022-04-08 18:51:44 main:574] : INFO : Epoch 1669 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2506.3 ms [2022-04-08 18:51:47 main:574] : INFO : Epoch 1670 | loss: 0.0312517 | val_loss: 0.031251 | Time: 2463.02 ms [2022-04-08 18:51:49 main:574] : INFO : Epoch 1671 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 2483.18 ms [2022-04-08 18:51:52 main:574] : INFO : Epoch 1672 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2473.65 ms [2022-04-08 18:51:54 main:574] : INFO : Epoch 1673 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2491.09 ms [2022-04-08 18:51:57 main:574] : INFO : Epoch 1674 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 2491.91 ms [2022-04-08 18:51:59 main:574] : INFO : Epoch 1675 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2460.38 ms [2022-04-08 18:52:02 main:574] : INFO : Epoch 1676 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 2468.8 ms [2022-04-08 18:52:04 main:574] : INFO : Epoch 1677 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2474.14 ms [2022-04-08 18:52:07 main:574] : INFO : Epoch 1678 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2449.27 ms [2022-04-08 18:52:09 main:574] : INFO : Epoch 1679 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 2484.7 ms [2022-04-08 18:52:12 main:574] : INFO : Epoch 1680 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2494.99 ms [2022-04-08 18:52:14 main:574] : INFO : Epoch 1681 | loss: 0.031251 | val_loss: 0.031251 | Time: 2509.6 ms [2022-04-08 18:52:17 main:574] : INFO : Epoch 1682 | loss: 0.031252 | val_loss: 0.0312515 | Time: 2492.48 ms [2022-04-08 18:52:19 main:574] : INFO : Epoch 1683 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2510.41 ms [2022-04-08 18:52:22 main:574] : INFO : Epoch 1684 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2464 ms [2022-04-08 18:52:24 main:574] : INFO : Epoch 1685 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2464.08 ms [2022-04-08 18:52:27 main:574] : INFO : Epoch 1686 | loss: 0.0312501 | val_loss: 0.0312533 | Time: 2467.17 ms [2022-04-08 18:52:29 main:574] : INFO : Epoch 1687 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2459.51 ms [2022-04-08 18:52:32 main:574] : INFO : Epoch 1688 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2503.01 ms [2022-04-08 18:52:34 main:574] : INFO : Epoch 1689 | loss: 0.0312502 | val_loss: 0.031251 | Time: 2486.63 ms [2022-04-08 18:52:36 main:574] : INFO : Epoch 1690 | loss: 0.0312505 | val_loss: 0.0312524 | Time: 2476.96 ms [2022-04-08 18:52:39 main:574] : INFO : Epoch 1691 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2492.93 ms [2022-04-08 18:52:41 main:574] : INFO : Epoch 1692 | loss: 0.0312503 | val_loss: 0.0312524 | Time: 2473.05 ms [2022-04-08 18:52:44 main:574] : INFO : Epoch 1693 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2537.09 ms [2022-04-08 18:52:46 main:574] : INFO : Epoch 1694 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2491.72 ms [2022-04-08 18:52:49 main:574] : INFO : Epoch 1695 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2484.08 ms [2022-04-08 18:52:51 main:574] : INFO : Epoch 1696 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2456.9 ms [2022-04-08 18:52:54 main:574] : INFO : Epoch 1697 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2469.27 ms [2022-04-08 18:52:56 main:574] : INFO : Epoch 1698 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2452.39 ms [2022-04-08 18:52:59 main:574] : INFO : Epoch 1699 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2484.04 ms [2022-04-08 18:53:01 main:574] : INFO : Epoch 1700 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2452.57 ms [2022-04-08 18:53:04 main:574] : INFO : Epoch 1701 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2453.29 ms [2022-04-08 18:53:06 main:574] : INFO : Epoch 1702 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2476.25 ms [2022-04-08 18:53:09 main:574] : INFO : Epoch 1703 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2455.72 ms [2022-04-08 18:53:11 main:574] : INFO : Epoch 1704 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 2483.39 ms [2022-04-08 18:53:14 main:574] : INFO : Epoch 1705 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2476.36 ms [2022-04-08 18:53:16 main:574] : INFO : Epoch 1706 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2489.73 ms [2022-04-08 18:53:19 main:574] : INFO : Epoch 1707 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2515.8 ms [2022-04-08 18:53:21 main:574] : INFO : Epoch 1708 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2454.68 ms [2022-04-08 18:53:24 main:574] : INFO : Epoch 1709 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2463.93 ms [2022-04-08 18:53:26 main:574] : INFO : Epoch 1710 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2480.15 ms [2022-04-08 18:53:29 main:574] : INFO : Epoch 1711 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2501.69 ms [2022-04-08 18:53:31 main:574] : INFO : Epoch 1712 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2509.88 ms [2022-04-08 18:53:34 main:574] : INFO : Epoch 1713 | loss: 0.0312497 | val_loss: 0.0312529 | Time: 2475.01 ms [2022-04-08 18:53:36 main:574] : INFO : Epoch 1714 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 2495.36 ms [2022-04-08 18:53:39 main:574] : INFO : Epoch 1715 | loss: 0.0312543 | val_loss: 0.0312532 | Time: 2481.01 ms [2022-04-08 18:53:41 main:574] : INFO : Epoch 1716 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 2500.59 ms [2022-04-08 18:53:44 main:574] : INFO : Epoch 1717 | loss: 0.0312514 | val_loss: 0.031251 | Time: 2514.75 ms [2022-04-08 18:53:46 main:574] : INFO : Epoch 1718 | loss: 0.0312529 | val_loss: 0.0312508 | Time: 2511.99 ms [2022-04-08 18:53:49 main:574] : INFO : Epoch 1719 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2481.27 ms [2022-04-08 18:53:51 main:574] : INFO : Epoch 1720 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 2506.93 ms [2022-04-08 18:53:54 main:574] : INFO : Epoch 1721 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2481.05 ms [2022-04-08 18:53:56 main:574] : INFO : Epoch 1722 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2487.35 ms [2022-04-08 18:53:59 main:574] : INFO : Epoch 1723 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2486.1 ms [2022-04-08 18:54:01 main:574] : INFO : Epoch 1724 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2513.08 ms [2022-04-08 18:54:03 main:574] : INFO : Epoch 1725 | loss: 0.0312501 | val_loss: 0.0312538 | Time: 2445 ms [2022-04-08 18:54:06 main:574] : INFO : Epoch 1726 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2492.19 ms [2022-04-08 18:54:09 main:574] : INFO : Epoch 1727 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2522.32 ms [2022-04-08 18:54:11 main:574] : INFO : Epoch 1728 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2502.48 ms [2022-04-08 18:54:13 main:574] : INFO : Epoch 1729 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 2488.48 ms [2022-04-08 18:54:16 main:574] : INFO : Epoch 1730 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 2485.35 ms [2022-04-08 18:54:18 main:574] : INFO : Epoch 1731 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2493.72 ms [2022-04-08 18:54:21 main:574] : INFO : Epoch 1732 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 2517.97 ms [2022-04-08 18:54:23 main:574] : INFO : Epoch 1733 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2470.12 ms [2022-04-08 18:54:26 main:574] : INFO : Epoch 1734 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 2523.89 ms [2022-04-08 18:54:28 main:574] : INFO : Epoch 1735 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2473.03 ms [2022-04-08 18:54:31 main:574] : INFO : Epoch 1736 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2511.7 ms [2022-04-08 18:54:33 main:574] : INFO : Epoch 1737 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 2489.17 ms [2022-04-08 18:54:36 main:574] : INFO : Epoch 1738 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2449.75 ms [2022-04-08 18:54:38 main:574] : INFO : Epoch 1739 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2477.39 ms [2022-04-08 18:54:41 main:574] : INFO : Epoch 1740 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2484.56 ms [2022-04-08 18:54:43 main:574] : INFO : Epoch 1741 | loss: 0.0312506 | val_loss: 0.0312535 | Time: 2474.77 ms [2022-04-08 18:54:46 main:574] : INFO : Epoch 1742 | loss: 0.031251 | val_loss: 0.0312501 | Time: 2475.49 ms [2022-04-08 18:54:48 main:574] : INFO : Epoch 1743 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 2526.67 ms [2022-04-08 18:54:51 main:574] : INFO : Epoch 1744 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2503.72 ms [2022-04-08 18:54:53 main:574] : INFO : Epoch 1745 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2547.32 ms [2022-04-08 18:54:56 main:574] : INFO : Epoch 1746 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 2496.83 ms [2022-04-08 18:54:58 main:574] : INFO : Epoch 1747 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2490.08 ms [2022-04-08 18:55:01 main:574] : INFO : Epoch 1748 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 2476.34 ms [2022-04-08 18:55:03 main:574] : INFO : Epoch 1749 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2519.14 ms [2022-04-08 18:55:06 main:574] : INFO : Epoch 1750 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2497.06 ms [2022-04-08 18:55:08 main:574] : INFO : Epoch 1751 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2474.9 ms [2022-04-08 18:55:11 main:574] : INFO : Epoch 1752 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 2459.13 ms [2022-04-08 18:55:13 main:574] : INFO : Epoch 1753 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 2482.61 ms [2022-04-08 18:55:16 main:574] : INFO : Epoch 1754 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2490.13 ms [2022-04-08 18:55:18 main:574] : INFO : Epoch 1755 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 2491.75 ms [2022-04-08 18:55:21 main:574] : INFO : Epoch 1756 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2457.06 ms [2022-04-08 18:55:23 main:574] : INFO : Epoch 1757 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2515.5 ms [2022-04-08 18:55:26 main:574] : INFO : Epoch 1758 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2484.42 ms [2022-04-08 18:55:28 main:574] : INFO : Epoch 1759 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2476.14 ms [2022-04-08 18:55:31 main:574] : INFO : Epoch 1760 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 2497.02 ms [2022-04-08 18:55:33 main:574] : INFO : Epoch 1761 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2509.57 ms [2022-04-08 18:55:36 main:574] : INFO : Epoch 1762 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2500.76 ms [2022-04-08 18:55:38 main:574] : INFO : Epoch 1763 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2486.92 ms [2022-04-08 18:55:41 main:574] : INFO : Epoch 1764 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 2508.61 ms [2022-04-08 18:55:43 main:574] : INFO : Epoch 1765 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2492.43 ms [2022-04-08 18:55:46 main:574] : INFO : Epoch 1766 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2497.01 ms [2022-04-08 18:55:48 main:574] : INFO : Epoch 1767 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2456.97 ms [2022-04-08 18:55:51 main:574] : INFO : Epoch 1768 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2457.86 ms [2022-04-08 18:55:53 main:574] : INFO : Epoch 1769 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2471.11 ms [2022-04-08 18:55:56 main:574] : INFO : Epoch 1770 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2510.45 ms [2022-04-08 18:55:58 main:574] : INFO : Epoch 1771 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2492.12 ms [2022-04-08 18:56:01 main:574] : INFO : Epoch 1772 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2488.71 ms [2022-04-08 18:56:03 main:574] : INFO : Epoch 1773 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2511.61 ms [2022-04-08 18:56:06 main:574] : INFO : Epoch 1774 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2475.49 ms [2022-04-08 18:56:08 main:574] : INFO : Epoch 1775 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2504.07 ms [2022-04-08 18:56:11 main:574] : INFO : Epoch 1776 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2470.91 ms [2022-04-08 18:56:13 main:574] : INFO : Epoch 1777 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2494.58 ms [2022-04-08 18:56:16 main:574] : INFO : Epoch 1778 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2496.56 ms [2022-04-08 18:56:18 main:574] : INFO : Epoch 1779 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2477.37 ms [2022-04-08 18:56:21 main:574] : INFO : Epoch 1780 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 2507.62 ms [2022-04-08 18:56:23 main:574] : INFO : Epoch 1781 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2479.52 ms [2022-04-08 18:56:26 main:574] : INFO : Epoch 1782 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2470.35 ms [2022-04-08 18:56:28 main:574] : INFO : Epoch 1783 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 2448.44 ms [2022-04-08 18:56:31 main:574] : INFO : Epoch 1784 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2514.19 ms [2022-04-08 18:56:33 main:574] : INFO : Epoch 1785 | loss: 0.031251 | val_loss: 0.0312523 | Time: 2494.58 ms [2022-04-08 18:56:36 main:574] : INFO : Epoch 1786 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2503.78 ms [2022-04-08 18:56:38 main:574] : INFO : Epoch 1787 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2484.19 ms [2022-04-08 18:56:41 main:574] : INFO : Epoch 1788 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2502.96 ms [2022-04-08 18:56:43 main:574] : INFO : Epoch 1789 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2469.45 ms [2022-04-08 18:56:46 main:574] : INFO : Epoch 1790 | loss: 0.0312505 | val_loss: 0.0312521 | Time: 2507.25 ms [2022-04-08 18:56:48 main:574] : INFO : Epoch 1791 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2469.03 ms [2022-04-08 18:56:50 main:574] : INFO : Epoch 1792 | loss: 0.0312497 | val_loss: 0.031251 | Time: 2466.99 ms [2022-04-08 18:56:53 main:574] : INFO : Epoch 1793 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2485.72 ms [2022-04-08 18:56:55 main:574] : INFO : Epoch 1794 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2461.53 ms [2022-04-08 18:56:58 main:574] : INFO : Epoch 1795 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2487.53 ms [2022-04-08 18:57:00 main:574] : INFO : Epoch 1796 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2516.5 ms [2022-04-08 18:57:03 main:574] : INFO : Epoch 1797 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 2488.58 ms [2022-04-08 18:57:05 main:574] : INFO : Epoch 1798 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2490.21 ms [2022-04-08 18:57:08 main:574] : INFO : Epoch 1799 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2459.17 ms [2022-04-08 18:57:10 main:574] : INFO : Epoch 1800 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2456.54 ms [2022-04-08 18:57:13 main:574] : INFO : Epoch 1801 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2519.82 ms [2022-04-08 18:57:15 main:574] : INFO : Epoch 1802 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2514.76 ms [2022-04-08 18:57:18 main:574] : INFO : Epoch 1803 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 2494.58 ms [2022-04-08 18:57:20 main:574] : INFO : Epoch 1804 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2501.93 ms [2022-04-08 18:57:23 main:574] : INFO : Epoch 1805 | loss: 0.0312501 | val_loss: 0.0312529 | Time: 2513.42 ms [2022-04-08 18:57:25 main:574] : INFO : Epoch 1806 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 2462.31 ms [2022-04-08 18:57:28 main:574] : INFO : Epoch 1807 | loss: 0.0312531 | val_loss: 0.0312576 | Time: 2496.16 ms [2022-04-08 18:57:30 main:574] : INFO : Epoch 1808 | loss: 0.0312526 | val_loss: 0.0312516 | Time: 2520.3 ms [2022-04-08 18:57:33 main:574] : INFO : Epoch 1809 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2490.4 ms [2022-04-08 18:57:35 main:574] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2513.24 ms [2022-04-08 18:57:38 main:574] : INFO : Epoch 1811 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2490.29 ms [2022-04-08 18:57:40 main:574] : INFO : Epoch 1812 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2484.18 ms [2022-04-08 18:57:43 main:574] : INFO : Epoch 1813 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 2521.99 ms [2022-04-08 18:57:45 main:574] : INFO : Epoch 1814 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2497.34 ms [2022-04-08 18:57:48 main:574] : INFO : Epoch 1815 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2511.79 ms [2022-04-08 18:57:50 main:574] : INFO : Epoch 1816 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2480.55 ms [2022-04-08 18:57:53 main:574] : INFO : Epoch 1817 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2471.66 ms [2022-04-08 18:57:55 main:574] : INFO : Epoch 1818 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2476.25 ms [2022-04-08 18:57:58 main:574] : INFO : Epoch 1819 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2490.22 ms [2022-04-08 18:58:00 main:574] : INFO : Epoch 1820 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2504.14 ms [2022-04-08 18:58:03 main:574] : INFO : Epoch 1821 | loss: 0.0312501 | val_loss: 0.031252 | Time: 2472.39 ms [2022-04-08 18:58:05 main:574] : INFO : Epoch 1822 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2468.41 ms [2022-04-08 18:58:08 main:574] : INFO : Epoch 1823 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2501.28 ms [2022-04-08 18:58:10 main:574] : INFO : Epoch 1824 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2490.55 ms [2022-04-08 18:58:13 main:574] : INFO : Epoch 1825 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2462.15 ms [2022-04-08 18:58:15 main:574] : INFO : Epoch 1826 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2479.71 ms [2022-04-08 18:58:18 main:574] : INFO : Epoch 1827 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2488.95 ms [2022-04-08 18:58:20 main:574] : INFO : Epoch 1828 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2493.62 ms [2022-04-08 18:58:23 main:574] : INFO : Epoch 1829 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2462.77 ms [2022-04-08 18:58:25 main:574] : INFO : Epoch 1830 | loss: 0.0312507 | val_loss: 0.0312526 | Time: 2487.36 ms [2022-04-08 18:58:28 main:574] : INFO : Epoch 1831 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2477.03 ms [2022-04-08 18:58:30 main:574] : INFO : Epoch 1832 | loss: 0.0312504 | val_loss: 0.031254 | Time: 2454.64 ms [2022-04-08 18:58:33 main:574] : INFO : Epoch 1833 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 2477.31 ms [2022-04-08 18:58:35 main:574] : INFO : Epoch 1834 | loss: 0.031251 | val_loss: 0.0312514 | Time: 2475.01 ms [2022-04-08 18:58:38 main:574] : INFO : Epoch 1835 | loss: 0.0312505 | val_loss: 0.031252 | Time: 2506.25 ms [2022-04-08 18:58:40 main:574] : INFO : Epoch 1836 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2520.68 ms [2022-04-08 18:58:43 main:574] : INFO : Epoch 1837 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2521.26 ms [2022-04-08 18:58:45 main:574] : INFO : Epoch 1838 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 2501.92 ms [2022-04-08 18:58:48 main:574] : INFO : Epoch 1839 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2482.4 ms [2022-04-08 18:58:50 main:574] : INFO : Epoch 1840 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 2522.82 ms [2022-04-08 18:58:53 main:574] : INFO : Epoch 1841 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2531.27 ms [2022-04-08 18:58:55 main:574] : INFO : Epoch 1842 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2469.44 ms [2022-04-08 18:58:58 main:574] : INFO : Epoch 1843 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 2484.32 ms [2022-04-08 18:59:00 main:574] : INFO : Epoch 1844 | loss: 0.0312518 | val_loss: 0.0312533 | Time: 2498.96 ms [2022-04-08 18:59:03 main:574] : INFO : Epoch 1845 | loss: 0.0312554 | val_loss: 0.031253 | Time: 2525.73 ms [2022-04-08 18:59:05 main:574] : INFO : Epoch 1846 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2466.91 ms [2022-04-08 18:59:08 main:574] : INFO : Epoch 1847 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2467.43 ms [2022-04-08 18:59:10 main:574] : INFO : Epoch 1848 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2512.93 ms [2022-04-08 18:59:13 main:574] : INFO : Epoch 1849 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 2508.87 ms [2022-04-08 18:59:15 main:574] : INFO : Epoch 1850 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 2485.07 ms [2022-04-08 18:59:18 main:574] : INFO : Epoch 1851 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2503.52 ms [2022-04-08 18:59:20 main:574] : INFO : Epoch 1852 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2509.01 ms [2022-04-08 18:59:23 main:574] : INFO : Epoch 1853 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2503.06 ms [2022-04-08 18:59:25 main:574] : INFO : Epoch 1854 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2515.23 ms [2022-04-08 18:59:28 main:574] : INFO : Epoch 1855 | loss: 0.0312505 | val_loss: 0.0312532 | Time: 2513.78 ms [2022-04-08 18:59:30 main:574] : INFO : Epoch 1856 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2507.8 ms [2022-04-08 18:59:33 main:574] : INFO : Epoch 1857 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2517.04 ms [2022-04-08 18:59:35 main:574] : INFO : Epoch 1858 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2494.49 ms [2022-04-08 18:59:38 main:574] : INFO : Epoch 1859 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2540.01 ms [2022-04-08 18:59:40 main:574] : INFO : Epoch 1860 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2526.02 ms [2022-04-08 18:59:43 main:574] : INFO : Epoch 1861 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2493.33 ms [2022-04-08 18:59:45 main:574] : INFO : Epoch 1862 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2490.87 ms [2022-04-08 18:59:48 main:574] : INFO : Epoch 1863 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2513.96 ms [2022-04-08 18:59:50 main:574] : INFO : Epoch 1864 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2500.98 ms [2022-04-08 18:59:53 main:574] : INFO : Epoch 1865 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2503.52 ms [2022-04-08 18:59:55 main:574] : INFO : Epoch 1866 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2527.55 ms [2022-04-08 18:59:58 main:574] : INFO : Epoch 1867 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2534.95 ms [2022-04-08 19:00:00 main:574] : INFO : Epoch 1868 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2495.14 ms [2022-04-08 19:00:03 main:574] : INFO : Epoch 1869 | loss: 0.0312506 | val_loss: 0.0312527 | Time: 2527.91 ms [2022-04-08 19:00:05 main:574] : INFO : Epoch 1870 | loss: 0.031251 | val_loss: 0.0312509 | Time: 2482.93 ms [2022-04-08 19:00:08 main:574] : INFO : Epoch 1871 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2521.23 ms [2022-04-08 19:00:10 main:574] : INFO : Epoch 1872 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2495.5 ms [2022-04-08 19:00:13 main:574] : INFO : Epoch 1873 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2487.17 ms [2022-04-08 19:00:15 main:574] : INFO : Epoch 1874 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2500.93 ms [2022-04-08 19:00:18 main:574] : INFO : Epoch 1875 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2488.58 ms [2022-04-08 19:00:20 main:574] : INFO : Epoch 1876 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2478.79 ms [2022-04-08 19:00:23 main:574] : INFO : Epoch 1877 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2485.41 ms [2022-04-08 19:00:25 main:574] : INFO : Epoch 1878 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2478.86 ms [2022-04-08 19:00:28 main:574] : INFO : Epoch 1879 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2475.61 ms [2022-04-08 19:00:30 main:574] : INFO : Epoch 1880 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2499.45 ms [2022-04-08 19:00:33 main:574] : INFO : Epoch 1881 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2529.32 ms [2022-04-08 19:00:35 main:574] : INFO : Epoch 1882 | loss: 0.03125 | val_loss: 0.03125 | Time: 2502.54 ms [2022-04-08 19:00:38 main:574] : INFO : Epoch 1883 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2490.52 ms [2022-04-08 19:00:40 main:574] : INFO : Epoch 1884 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2467.08 ms [2022-04-08 19:00:43 main:574] : INFO : Epoch 1885 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2502.24 ms [2022-04-08 19:00:45 main:574] : INFO : Epoch 1886 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2478.99 ms [2022-04-08 19:00:48 main:574] : INFO : Epoch 1887 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2519.18 ms [2022-04-08 19:00:50 main:574] : INFO : Epoch 1888 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2522.18 ms [2022-04-08 19:00:53 main:574] : INFO : Epoch 1889 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2509.8 ms [2022-04-08 19:00:55 main:574] : INFO : Epoch 1890 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2512.82 ms [2022-04-08 19:00:58 main:574] : INFO : Epoch 1891 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 2516.33 ms [2022-04-08 19:01:00 main:574] : INFO : Epoch 1892 | loss: 0.0312619 | val_loss: 0.0312683 | Time: 2499.46 ms [2022-04-08 19:01:03 main:574] : INFO : Epoch 1893 | loss: 0.0352543 | val_loss: 0.0326341 | Time: 2482.38 ms [2022-04-08 19:01:05 main:574] : INFO : Epoch 1894 | loss: 0.0349654 | val_loss: 0.0320458 | Time: 2514.96 ms [2022-04-08 19:01:08 main:574] : INFO : Epoch 1895 | loss: 0.0317105 | val_loss: 0.0314088 | Time: 2493.7 ms [2022-04-08 19:01:10 main:574] : INFO : Epoch 1896 | loss: 0.0313236 | val_loss: 0.0312669 | Time: 2520.77 ms [2022-04-08 19:01:13 main:574] : INFO : Epoch 1897 | loss: 0.031264 | val_loss: 0.0312575 | Time: 2465.76 ms [2022-04-08 19:01:15 main:574] : INFO : Epoch 1898 | loss: 0.0312554 | val_loss: 0.0312553 | Time: 2477.15 ms [2022-04-08 19:01:18 main:574] : INFO : Epoch 1899 | loss: 0.0312545 | val_loss: 0.0312538 | Time: 2480.09 ms [2022-04-08 19:01:20 main:574] : INFO : Epoch 1900 | loss: 0.0312528 | val_loss: 0.031252 | Time: 2486.09 ms [2022-04-08 19:01:23 main:574] : INFO : Epoch 1901 | loss: 0.0312523 | val_loss: 0.0312519 | Time: 2488.88 ms [2022-04-08 19:01:25 main:574] : INFO : Epoch 1902 | loss: 0.031252 | val_loss: 0.0312521 | Time: 2485.18 ms [2022-04-08 19:01:28 main:574] : INFO : Epoch 1903 | loss: 0.031252 | val_loss: 0.0312515 | Time: 2503.12 ms [2022-04-08 19:01:30 main:574] : INFO : Epoch 1904 | loss: 0.0312517 | val_loss: 0.0312519 | Time: 2493.84 ms [2022-04-08 19:01:33 main:574] : INFO : Epoch 1905 | loss: 0.0312518 | val_loss: 0.0312513 | Time: 2477.03 ms [2022-04-08 19:01:35 main:574] : INFO : Epoch 1906 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 2487.34 ms [2022-04-08 19:01:38 main:574] : INFO : Epoch 1907 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 2484.76 ms [2022-04-08 19:01:40 main:574] : INFO : Epoch 1908 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 2479.6 ms [2022-04-08 19:01:43 main:574] : INFO : Epoch 1909 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 2458.63 ms [2022-04-08 19:01:45 main:574] : INFO : Epoch 1910 | loss: 0.0312512 | val_loss: 0.0312529 | Time: 2478.9 ms [2022-04-08 19:01:48 main:574] : INFO : Epoch 1911 | loss: 0.0312519 | val_loss: 0.0312512 | Time: 2496.87 ms [2022-04-08 19:01:50 main:574] : INFO : Epoch 1912 | loss: 0.0312521 | val_loss: 0.0312515 | Time: 2477.02 ms [2022-04-08 19:01:53 main:574] : INFO : Epoch 1913 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 2463.19 ms [2022-04-08 19:01:55 main:574] : INFO : Epoch 1914 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 2456.63 ms [2022-04-08 19:01:58 main:574] : INFO : Epoch 1915 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2475.53 ms [2022-04-08 19:02:00 main:574] : INFO : Epoch 1916 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2479.33 ms [2022-04-08 19:02:02 main:574] : INFO : Epoch 1917 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2468.86 ms [2022-04-08 19:02:05 main:574] : INFO : Epoch 1918 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2464.69 ms [2022-04-08 19:02:07 main:574] : INFO : Epoch 1919 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 2456.62 ms [2022-04-08 19:02:10 main:574] : INFO : Epoch 1920 | loss: 0.0312517 | val_loss: 0.0312523 | Time: 2460.68 ms [2022-04-08 19:02:12 main:574] : INFO : Epoch 1921 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 2469.43 ms [2022-04-08 19:02:15 main:574] : INFO : Epoch 1922 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 2482.38 ms [2022-04-08 19:02:17 main:574] : INFO : Epoch 1923 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2478.29 ms [2022-04-08 19:02:20 main:574] : INFO : Epoch 1924 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2460.05 ms [2022-04-08 19:02:22 main:574] : INFO : Epoch 1925 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2492.03 ms [2022-04-08 19:02:25 main:574] : INFO : Epoch 1926 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 2494.43 ms [2022-04-08 19:02:27 main:574] : INFO : Epoch 1927 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2476.29 ms [2022-04-08 19:02:30 main:574] : INFO : Epoch 1928 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2447.13 ms [2022-04-08 19:02:32 main:574] : INFO : Epoch 1929 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2502.48 ms [2022-04-08 19:02:35 main:574] : INFO : Epoch 1930 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2488.53 ms [2022-04-08 19:02:37 main:574] : INFO : Epoch 1931 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2457.48 ms [2022-04-08 19:02:40 main:574] : INFO : Epoch 1932 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2504.45 ms [2022-04-08 19:02:42 main:574] : INFO : Epoch 1933 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2462.54 ms [2022-04-08 19:02:45 main:574] : INFO : Epoch 1934 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2482.01 ms [2022-04-08 19:02:47 main:574] : INFO : Epoch 1935 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2497.67 ms [2022-04-08 19:02:50 main:574] : INFO : Epoch 1936 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2512.96 ms [2022-04-08 19:02:52 main:574] : INFO : Epoch 1937 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2469.94 ms [2022-04-08 19:02:55 main:574] : INFO : Epoch 1938 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2515.75 ms [2022-04-08 19:02:57 main:574] : INFO : Epoch 1939 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2511.79 ms [2022-04-08 19:03:00 main:574] : INFO : Epoch 1940 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2512.24 ms [2022-04-08 19:03:02 main:574] : INFO : Epoch 1941 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2462 ms [2022-04-08 19:03:05 main:574] : INFO : Epoch 1942 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2475.64 ms [2022-04-08 19:03:07 main:574] : INFO : Epoch 1943 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2460.3 ms [2022-04-08 19:03:10 main:574] : INFO : Epoch 1944 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2511.01 ms [2022-04-08 19:03:12 main:574] : INFO : Epoch 1945 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 2445.87 ms [2022-04-08 19:03:15 main:574] : INFO : Epoch 1946 | loss: 0.0312504 | val_loss: 0.031252 | Time: 2491.96 ms [2022-04-08 19:03:17 main:574] : INFO : Epoch 1947 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2495.55 ms [2022-04-08 19:03:19 main:574] : INFO : Epoch 1948 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2470.04 ms [2022-04-08 19:03:22 main:574] : INFO : Epoch 1949 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2464.6 ms [2022-04-08 19:03:24 main:574] : INFO : Epoch 1950 | loss: 0.0312506 | val_loss: 0.031252 | Time: 2483.77 ms [2022-04-08 19:03:27 main:574] : INFO : Epoch 1951 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2455.96 ms [2022-04-08 19:03:29 main:574] : INFO : Epoch 1952 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2462.74 ms [2022-04-08 19:03:32 main:574] : INFO : Epoch 1953 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2456.28 ms [2022-04-08 19:03:34 main:574] : INFO : Epoch 1954 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2478.31 ms [2022-04-08 19:03:37 main:574] : INFO : Epoch 1955 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2493.49 ms [2022-04-08 19:03:39 main:574] : INFO : Epoch 1956 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2448.31 ms [2022-04-08 19:03:42 main:574] : INFO : Epoch 1957 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2477.94 ms [2022-04-08 19:03:44 main:574] : INFO : Epoch 1958 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2489.11 ms [2022-04-08 19:03:47 main:574] : INFO : Epoch 1959 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 2461.16 ms [2022-04-08 19:03:49 main:574] : INFO : Epoch 1960 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 2450.98 ms [2022-04-08 19:03:52 main:574] : INFO : Epoch 1961 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2481.89 ms [2022-04-08 19:03:54 main:574] : INFO : Epoch 1962 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2468.86 ms [2022-04-08 19:03:57 main:574] : INFO : Epoch 1963 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2464.47 ms [2022-04-08 19:03:59 main:574] : INFO : Epoch 1964 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2492.33 ms [2022-04-08 19:04:02 main:574] : INFO : Epoch 1965 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2482.71 ms [2022-04-08 19:04:04 main:574] : INFO : Epoch 1966 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2455.17 ms [2022-04-08 19:04:07 main:574] : INFO : Epoch 1967 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2509.85 ms [2022-04-08 19:04:09 main:574] : INFO : Epoch 1968 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 2491.03 ms [2022-04-08 19:04:12 main:574] : INFO : Epoch 1969 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2504.36 ms [2022-04-08 19:04:14 main:574] : INFO : Epoch 1970 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2495.05 ms [2022-04-08 19:04:17 main:574] : INFO : Epoch 1971 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2498.09 ms [2022-04-08 19:04:19 main:574] : INFO : Epoch 1972 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 2491.83 ms [2022-04-08 19:04:21 main:574] : INFO : Epoch 1973 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2482.57 ms [2022-04-08 19:04:24 main:574] : INFO : Epoch 1974 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2489.83 ms [2022-04-08 19:04:26 main:574] : INFO : Epoch 1975 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2478.37 ms [2022-04-08 19:04:29 main:574] : INFO : Epoch 1976 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 2507.84 ms [2022-04-08 19:04:31 main:574] : INFO : Epoch 1977 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2508.86 ms [2022-04-08 19:04:34 main:574] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2513.61 ms [2022-04-08 19:04:36 main:574] : INFO : Epoch 1979 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2506.4 ms [2022-04-08 19:04:39 main:574] : INFO : Epoch 1980 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2483.55 ms [2022-04-08 19:04:41 main:574] : INFO : Epoch 1981 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2463.48 ms [2022-04-08 19:04:44 main:574] : INFO : Epoch 1982 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 2504.63 ms [2022-04-08 19:04:46 main:574] : INFO : Epoch 1983 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2483.72 ms [2022-04-08 19:04:49 main:574] : INFO : Epoch 1984 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2451.76 ms [2022-04-08 19:04:51 main:574] : INFO : Epoch 1985 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2494.06 ms [2022-04-08 19:04:54 main:574] : INFO : Epoch 1986 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2497.98 ms [2022-04-08 19:04:56 main:574] : INFO : Epoch 1987 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2500.48 ms [2022-04-08 19:04:59 main:574] : INFO : Epoch 1988 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2501.83 ms [2022-04-08 19:05:01 main:574] : INFO : Epoch 1989 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2509.71 ms [2022-04-08 19:05:04 main:574] : INFO : Epoch 1990 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2445.31 ms [2022-04-08 19:05:06 main:574] : INFO : Epoch 1991 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2501.41 ms [2022-04-08 19:05:09 main:574] : INFO : Epoch 1992 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2448.58 ms [2022-04-08 19:05:11 main:574] : INFO : Epoch 1993 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2493.32 ms [2022-04-08 19:05:14 main:574] : INFO : Epoch 1994 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2482.12 ms [2022-04-08 19:05:16 main:574] : INFO : Epoch 1995 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2483.6 ms [2022-04-08 19:05:19 main:574] : INFO : Epoch 1996 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 2497.86 ms [2022-04-08 19:05:21 main:574] : INFO : Epoch 1997 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 2498.01 ms [2022-04-08 19:05:24 main:574] : INFO : Epoch 1998 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2500.3 ms [2022-04-08 19:05:26 main:574] : INFO : Epoch 1999 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2465.86 ms [2022-04-08 19:05:29 main:574] : INFO : Epoch 2000 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2516.72 ms [2022-04-08 19:05:31 main:574] : INFO : Epoch 2001 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2481.18 ms [2022-04-08 19:05:34 main:574] : INFO : Epoch 2002 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2481.74 ms [2022-04-08 19:05:36 main:574] : INFO : Epoch 2003 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2510.01 ms [2022-04-08 19:05:39 main:574] : INFO : Epoch 2004 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2523.29 ms [2022-04-08 19:05:41 main:574] : INFO : Epoch 2005 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2516.56 ms [2022-04-08 19:05:44 main:574] : INFO : Epoch 2006 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2526.05 ms [2022-04-08 19:05:46 main:574] : INFO : Epoch 2007 | loss: 0.0312498 | val_loss: 0.031251 | Time: 2522.65 ms [2022-04-08 19:05:49 main:574] : INFO : Epoch 2008 | loss: 0.0312496 | val_loss: 0.031251 | Time: 2521.74 ms [2022-04-08 19:05:51 main:574] : INFO : Epoch 2009 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 2515.34 ms [2022-04-08 19:05:54 main:574] : INFO : Epoch 2010 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2464.39 ms [2022-04-08 19:05:56 main:574] : INFO : Epoch 2011 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2485.12 ms [2022-04-08 19:05:59 main:574] : INFO : Epoch 2012 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2475.17 ms [2022-04-08 19:06:01 main:574] : INFO : Epoch 2013 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2474.24 ms [2022-04-08 19:06:04 main:574] : INFO : Epoch 2014 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2503.79 ms [2022-04-08 19:06:06 main:574] : INFO : Epoch 2015 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 2476.89 ms [2022-04-08 19:06:09 main:574] : INFO : Epoch 2016 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2472.34 ms [2022-04-08 19:06:11 main:574] : INFO : Epoch 2017 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2486.1 ms [2022-04-08 19:06:14 main:574] : INFO : Epoch 2018 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2496.42 ms [2022-04-08 19:06:16 main:574] : INFO : Epoch 2019 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2501.95 ms [2022-04-08 19:06:19 main:574] : INFO : Epoch 2020 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2505.81 ms [2022-04-08 19:06:21 main:574] : INFO : Epoch 2021 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2501.05 ms [2022-04-08 19:06:24 main:574] : INFO : Epoch 2022 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2483.29 ms [2022-04-08 19:06:26 main:574] : INFO : Epoch 2023 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2501.88 ms [2022-04-08 19:06:29 main:574] : INFO : Epoch 2024 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2511.83 ms [2022-04-08 19:06:31 main:574] : INFO : Epoch 2025 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2511.24 ms [2022-04-08 19:06:34 main:574] : INFO : Epoch 2026 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2487.83 ms [2022-04-08 19:06:36 main:574] : INFO : Epoch 2027 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2526.93 ms [2022-04-08 19:06:39 main:574] : INFO : Epoch 2028 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2529.77 ms [2022-04-08 19:06:41 main:574] : INFO : Epoch 2029 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2510.99 ms [2022-04-08 19:06:44 main:574] : INFO : Epoch 2030 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2515.14 ms [2022-04-08 19:06:46 main:574] : INFO : Epoch 2031 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2491.46 ms [2022-04-08 19:06:49 main:574] : INFO : Epoch 2032 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2512.08 ms [2022-04-08 19:06:51 main:574] : INFO : Epoch 2033 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2506.02 ms [2022-04-08 19:06:54 main:574] : INFO : Epoch 2034 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2515.5 ms [2022-04-08 19:06:56 main:574] : INFO : Epoch 2035 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2505.52 ms [2022-04-08 19:06:59 main:574] : INFO : Epoch 2036 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2523.12 ms [2022-04-08 19:07:01 main:574] : INFO : Epoch 2037 | loss: 0.0312501 | val_loss: 0.0312525 | Time: 2528.26 ms [2022-04-08 19:07:04 main:574] : INFO : Epoch 2038 | loss: 0.0312518 | val_loss: 0.0312537 | Time: 2515.19 ms [2022-04-08 19:07:06 main:574] : INFO : Epoch 2039 | loss: 0.0312524 | val_loss: 0.0312548 | Time: 2507.5 ms [2022-04-08 19:07:09 main:574] : INFO : Epoch 2040 | loss: 0.0312523 | val_loss: 0.0312498 | Time: 2516.49 ms [2022-04-08 19:07:11 main:574] : INFO : Epoch 2041 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2512.31 ms [2022-04-08 19:07:14 main:574] : INFO : Epoch 2042 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2484.98 ms [2022-04-08 19:07:17 main:574] : INFO : Epoch 2043 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2514.17 ms [2022-04-08 19:07:19 main:574] : INFO : Epoch 2044 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2525.51 ms [2022-04-08 19:07:22 main:574] : INFO : Epoch 2045 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2523.76 ms [2022-04-08 19:07:24 main:574] : INFO : Epoch 2046 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2528.55 ms [2022-04-08 19:07:27 main:574] : INFO : Epoch 2047 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2527.64 ms [2022-04-08 19:07:29 main:574] : INFO : Epoch 2048 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 2517.56 ms [2022-04-08 19:07:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312502 [2022-04-08 19:07:29 main:603] : INFO : Saving end state to config to file [2022-04-08 19:07:29 main:608] : INFO : Success, exiting.. 19:07:29 (8500): 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)