Task 14551288
| Name | ParityModified-1647042729-15358-2-0_3 |
| Workunit | 10746650 |
| Created | 8 Apr 2022, 18:39:01 UTC |
| Sent | 8 Apr 2022, 18:52:52 UTC |
| Report deadline | 16 Apr 2022, 18:52:52 UTC |
| Received | 8 Apr 2022, 21:42:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 24 min 50 sec |
| CPU time | 1 hours 24 min 3 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 | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 23 main:574] : INFO : Epoch 1541 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2477.03 ms [2022-04-08 17:21:25 main:574] : INFO : Epoch 1542 | loss: 0.03125 | val_loss: 0.03125 | Time: 2488.56 ms [2022-04-08 17:21:28 main:574] : INFO : Epoch 1543 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2486.18 ms [2022-04-08 17:21:30 main:574] : INFO : Epoch 1544 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2490.68 ms [2022-04-08 17:21:33 main:574] : INFO : Epoch 1545 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2506.82 ms [2022-04-08 17:21:35 main:574] : INFO : Epoch 1546 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2453.31 ms [2022-04-08 17:21:38 main:574] : INFO : Epoch 1547 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2469.65 ms [2022-04-08 17:21:40 main:574] : INFO : Epoch 1548 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2461.68 ms [2022-04-08 17:21:43 main:574] : INFO : Epoch 1549 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2464.09 ms [2022-04-08 17:21:45 main:574] : INFO : Epoch 1550 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 2471.63 ms [2022-04-08 17:21:48 main:574] : INFO : Epoch 1551 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2464.34 ms [2022-04-08 17:21:50 main:574] : INFO : Epoch 1552 | loss: 0.0312505 | val_loss: 0.0312525 | Time: 2447.07 ms [2022-04-08 17:21:53 main:574] : INFO : Epoch 1553 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2428.79 ms [2022-04-08 17:21:55 main:574] : INFO : Epoch 1554 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2486.03 ms [2022-04-08 17:21:58 main:574] : INFO : Epoch 1555 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2438.4 ms [2022-04-08 17:22:00 main:574] : INFO : Epoch 1556 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2466.79 ms [2022-04-08 17:22:02 main:574] : INFO : Epoch 1557 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2469.33 ms [2022-04-08 17:22:05 main:574] : INFO : Epoch 1558 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2443.98 ms [2022-04-08 17:22:07 main:574] : INFO : Epoch 1559 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2444.95 ms [2022-04-08 17:22:10 main:574] : INFO : Epoch 1560 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2475.83 ms [2022-04-08 17:22:12 main:574] : INFO : Epoch 1561 | loss: 0.0312517 | val_loss: 0.0312501 | Time: 2452.86 ms [2022-04-08 17:22:15 main:574] : INFO : Epoch 1562 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 2446.05 ms [2022-04-08 17:22:17 main:574] : INFO : Epoch 1563 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2465.27 ms [2022-04-08 17:22:20 main:574] : INFO : Epoch 1564 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2457.21 ms [2022-04-08 17:22:22 main:574] : INFO : Epoch 1565 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 2477.89 ms [2022-04-08 17:22:25 main:574] : INFO : Epoch 1566 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2467.53 ms [2022-04-08 17:22:27 main:574] : INFO : Epoch 1567 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2459.12 ms [2022-04-08 17:22:30 main:574] : INFO : Epoch 1568 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2442.84 ms [2022-04-08 17:22:32 main:574] : INFO : Epoch 1569 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2438.14 ms [2022-04-08 17:22:34 main:574] : INFO : Epoch 1570 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2468.72 ms [2022-04-08 17:22:37 main:574] : INFO : Epoch 1571 | loss: 0.0312502 | val_loss: 0.0312532 | Time: 2459.83 ms [2022-04-08 17:22:39 main:574] : INFO : Epoch 1572 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2453.25 ms [2022-04-08 17:22:42 main:574] : INFO : Epoch 1573 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2452.47 ms [2022-04-08 17:22:44 main:574] : INFO : Epoch 1574 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2492.95 ms [2022-04-08 17:22:47 main:574] : INFO : Epoch 1575 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2444.62 ms [2022-04-08 17:22:49 main:574] : INFO : Epoch 1576 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2447.99 ms [2022-04-08 17:22:52 main:574] : INFO : Epoch 1577 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2450.62 ms [2022-04-08 17:22:54 main:574] : INFO : Epoch 1578 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2475.3 ms [2022-04-08 17:22:57 main:574] : INFO : Epoch 1579 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2445.35 ms [2022-04-08 17:22:59 main:574] : INFO : Epoch 1580 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2462.04 ms [2022-04-08 17:23:02 main:574] : INFO : Epoch 1581 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2480.98 ms [2022-04-08 17:23:04 main:574] : INFO : Epoch 1582 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2497.54 ms [2022-04-08 17:23:07 main:574] : INFO : Epoch 1583 | loss: 0.03125 | val_loss: 0.03125 | Time: 2490.09 ms [2022-04-08 17:23:09 main:574] : INFO : Epoch 1584 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2492.88 ms [2022-04-08 17:23:11 main:574] : INFO : Epoch 1585 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2477.6 ms [2022-04-08 17:23:14 main:574] : INFO : Epoch 1586 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2461.24 ms [2022-04-08 17:23:16 main:574] : INFO : Epoch 1587 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 2486.11 ms [2022-04-08 17:23:19 main:574] : INFO : Epoch 1588 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 2476.72 ms [2022-04-08 17:23:21 main:574] : INFO : Epoch 1589 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 2480.1 ms [2022-04-08 17:23:24 main:574] : INFO : Epoch 1590 | loss: 0.0312513 | val_loss: 0.0312527 | Time: 2494 ms [2022-04-08 17:23:26 main:574] : INFO : Epoch 1591 | loss: 0.0312517 | val_loss: 0.0312504 | Time: 2503.6 ms [2022-04-08 17:23:29 main:574] : INFO : Epoch 1592 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2483.05 ms [2022-04-08 17:23:31 main:574] : INFO : Epoch 1593 | loss: 0.0312508 | val_loss: 0.031251 | Time: 2496.4 ms [2022-04-08 17:23:34 main:574] : INFO : Epoch 1594 | loss: 0.031251 | val_loss: 0.0312527 | Time: 2484.25 ms [2022-04-08 17:23:36 main:574] : INFO : Epoch 1595 | loss: 0.0312513 | val_loss: 0.0312531 | Time: 2497.15 ms [2022-04-08 17:23:39 main:574] : INFO : Epoch 1596 | loss: 0.0312519 | val_loss: 0.0312544 | Time: 2480.64 ms [2022-04-08 17:23:41 main:574] : INFO : Epoch 1597 | loss: 0.0312512 | val_loss: 0.0312522 | Time: 2460.03 ms [2022-04-08 17:23:44 main:574] : INFO : Epoch 1598 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2491.35 ms [2022-04-08 17:23:46 main:574] : INFO : Epoch 1599 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2461.96 ms [2022-04-08 17:23:49 main:574] : INFO : Epoch 1600 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2474.81 ms [2022-04-08 17:23:51 main:574] : INFO : Epoch 1601 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 2493.93 ms [2022-04-08 17:23:54 main:574] : INFO : Epoch 1602 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2475.97 ms [2022-04-08 17:23:56 main:574] : INFO : Epoch 1603 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 2489.98 ms [2022-04-08 17:23:59 main:574] : INFO : Epoch 1604 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2486.94 ms [2022-04-08 17:24:01 main:574] : INFO : Epoch 1605 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2481.46 ms [2022-04-08 17:24:04 main:574] : INFO : Epoch 1606 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 2491.3 ms [2022-04-08 17:24:06 main:574] : INFO : Epoch 1607 | loss: 0.0312519 | val_loss: 0.0312499 | Time: 2446.3 ms [2022-04-08 17:24:09 main:574] : INFO : Epoch 1608 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2457.53 ms [2022-04-08 17:24:11 main:574] : INFO : Epoch 1609 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 2461.42 ms [2022-04-08 17:24:13 main:574] : INFO : Epoch 1610 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2448.8 ms [2022-04-08 17:24:16 main:574] : INFO : Epoch 1611 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2477.55 ms [2022-04-08 17:24:18 main:574] : INFO : Epoch 1612 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2471.26 ms [2022-04-08 17:24:21 main:574] : INFO : Epoch 1613 | loss: 0.0312514 | val_loss: 0.0312499 | Time: 2437.61 ms [2022-04-08 17:24:23 main:574] : INFO : Epoch 1614 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2468.27 ms [2022-04-08 17:24:26 main:574] : INFO : Epoch 1615 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2478.05 ms [2022-04-08 17:24:28 main:574] : INFO : Epoch 1616 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 2447.36 ms [2022-04-08 17:24:31 main:574] : INFO : Epoch 1617 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2464.34 ms [2022-04-08 17:24:33 main:574] : INFO : Epoch 1618 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2453.59 ms [2022-04-08 17:24:36 main:574] : INFO : Epoch 1619 | loss: 0.0312517 | val_loss: 0.0312521 | Time: 2466.76 ms [2022-04-08 17:24:38 main:574] : INFO : Epoch 1620 | loss: 0.0312522 | val_loss: 0.0312515 | Time: 2449.59 ms [2022-04-08 17:24:41 main:574] : INFO : Epoch 1621 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2439.37 ms [2022-04-08 17:24:43 main:574] : INFO : Epoch 1622 | loss: 0.0312502 | val_loss: 0.0312526 | Time: 2437.69 ms [2022-04-08 17:24:45 main:574] : INFO : Epoch 1623 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2466.51 ms [2022-04-08 17:24:48 main:574] : INFO : Epoch 1624 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2475.93 ms [2022-04-08 17:24:50 main:574] : INFO : Epoch 1625 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2474.8 ms [2022-04-08 17:24:53 main:574] : INFO : Epoch 1626 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2485.03 ms [2022-04-08 17:24:55 main:574] : INFO : Epoch 1627 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2493.25 ms [2022-04-08 17:24:58 main:574] : INFO : Epoch 1628 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2486.67 ms [2022-04-08 17:25:00 main:574] : INFO : Epoch 1629 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2592.14 ms [2022-04-08 17:25:03 main:574] : INFO : Epoch 1630 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2490.82 ms [2022-04-08 17:25:05 main:574] : INFO : Epoch 1631 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2495.63 ms [2022-04-08 17:25:08 main:574] : INFO : Epoch 1632 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2481.39 ms [2022-04-08 17:25:10 main:574] : INFO : Epoch 1633 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2470.71 ms [2022-04-08 17:25:13 main:574] : INFO : Epoch 1634 | loss: 0.03125 | val_loss: 0.0312529 | Time: 2498.23 ms [2022-04-08 17:25:15 main:574] : INFO : Epoch 1635 | loss: 0.0312516 | val_loss: 0.0312549 | Time: 2490.2 ms [2022-04-08 17:25:18 main:574] : INFO : Epoch 1636 | loss: 0.0312529 | val_loss: 0.0312522 | Time: 2504.66 ms [2022-04-08 17:25:20 main:574] : INFO : Epoch 1637 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 2493.36 ms [2022-04-08 17:25:23 main:574] : INFO : Epoch 1638 | loss: 0.0312518 | val_loss: 0.0312519 | Time: 2479.19 ms [2022-04-08 17:25:25 main:574] : INFO : Epoch 1639 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 2479.5 ms [2022-04-08 17:25:28 main:574] : INFO : Epoch 1640 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2442.36 ms [2022-04-08 17:25:30 main:574] : INFO : Epoch 1641 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2478.95 ms [2022-04-08 17:25:33 main:574] : INFO : Epoch 1642 | loss: 0.031251 | val_loss: 0.0312499 | Time: 2472.72 ms [2022-04-08 17:25:35 main:574] : INFO : Epoch 1643 | loss: 0.031252 | val_loss: 0.0312507 | Time: 2492.3 ms [2022-04-08 17:25:38 main:574] : INFO : Epoch 1644 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2495.99 ms [2022-04-08 17:25:40 main:574] : INFO : Epoch 1645 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2469.23 ms [2022-04-08 17:25:43 main:574] : INFO : Epoch 1646 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 2495.31 ms [2022-04-08 17:25:45 main:574] : INFO : Epoch 1647 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2488.79 ms [2022-04-08 17:25:48 main:574] : INFO : Epoch 1648 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2501.8 ms [2022-04-08 17:25:50 main:574] : INFO : Epoch 1649 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 2482.87 ms [2022-04-08 17:25:53 main:574] : INFO : Epoch 1650 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2502.79 ms [2022-04-08 17:25:55 main:574] : INFO : Epoch 1651 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2485.67 ms [2022-04-08 17:25:58 main:574] : INFO : Epoch 1652 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2490.48 ms [2022-04-08 17:26:00 main:574] : INFO : Epoch 1653 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2491.42 ms [2022-04-08 17:26:03 main:574] : INFO : Epoch 1654 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2472.68 ms [2022-04-08 17:26:05 main:574] : INFO : Epoch 1655 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2491.73 ms [2022-04-08 17:26:08 main:574] : INFO : Epoch 1656 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 2494.54 ms [2022-04-08 17:26:10 main:574] : INFO : Epoch 1657 | loss: 0.0312521 | val_loss: 0.0312501 | Time: 2504.31 ms [2022-04-08 17:26:13 main:574] : INFO : Epoch 1658 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2489.3 ms [2022-04-08 17:26:15 main:574] : INFO : Epoch 1659 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2486.28 ms [2022-04-08 17:26:18 main:574] : INFO : Epoch 1660 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2489.28 ms [2022-04-08 17:26:20 main:574] : INFO : Epoch 1661 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2445.82 ms [2022-04-08 17:26:23 main:574] : INFO : Epoch 1662 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2462.65 ms [2022-04-08 17:26:25 main:574] : INFO : Epoch 1663 | loss: 0.0312501 | val_loss: 0.031252 | Time: 2479.65 ms [2022-04-08 17:26:28 main:574] : INFO : Epoch 1664 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 2452.72 ms [2022-04-08 17:26:30 main:574] : INFO : Epoch 1665 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2481.36 ms [2022-04-08 17:26:32 main:574] : INFO : Epoch 1666 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 2493.68 ms [2022-04-08 17:26:35 main:574] : INFO : Epoch 1667 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2495.83 ms [2022-04-08 17:26:37 main:574] : INFO : Epoch 1668 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2497 ms [2022-04-08 17:26:40 main:574] : INFO : Epoch 1669 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2454.93 ms [2022-04-08 17:26:42 main:574] : INFO : Epoch 1670 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2443.74 ms [2022-04-08 17:26:45 main:574] : INFO : Epoch 1671 | loss: 0.031251 | val_loss: 0.0312499 | Time: 2460.43 ms [2022-04-08 17:26:47 main:574] : INFO : Epoch 1672 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2462.48 ms [2022-04-08 17:26:50 main:574] : INFO : Epoch 1673 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 2468.88 ms [2022-04-08 17:26:52 main:574] : INFO : Epoch 1674 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 2503.36 ms [2022-04-08 17:26:55 main:574] : INFO : Epoch 1675 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2482.53 ms [2022-04-08 17:26:57 main:574] : INFO : Epoch 1676 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2494.85 ms [2022-04-08 17:27:00 main:574] : INFO : Epoch 1677 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2476.01 ms [2022-04-08 17:27:02 main:574] : INFO : Epoch 1678 | loss: 0.0312502 | val_loss: 0.0312532 | Time: 2490.46 ms [2022-04-08 17:27:05 main:574] : INFO : Epoch 1679 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2504.21 ms [2022-04-08 17:27:07 main:574] : INFO : Epoch 1680 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2467.37 ms [2022-04-08 17:27:10 main:574] : INFO : Epoch 1681 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 2448.58 ms [2022-04-08 17:27:12 main:574] : INFO : Epoch 1682 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2474.34 ms [2022-04-08 17:27:15 main:574] : INFO : Epoch 1683 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2470.55 ms [2022-04-08 17:27:17 main:574] : INFO : Epoch 1684 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2461.65 ms [2022-04-08 17:27:20 main:574] : INFO : Epoch 1685 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2430.84 ms [2022-04-08 17:27:22 main:574] : INFO : Epoch 1686 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2480.59 ms [2022-04-08 17:27:24 main:574] : INFO : Epoch 1687 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2459.24 ms [2022-04-08 17:27:27 main:574] : INFO : Epoch 1688 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2464.86 ms [2022-04-08 17:27:29 main:574] : INFO : Epoch 1689 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2492.06 ms [2022-04-08 17:27:32 main:574] : INFO : Epoch 1690 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2465.04 ms [2022-04-08 17:27:34 main:574] : INFO : Epoch 1691 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2470.54 ms [2022-04-08 17:27:37 main:574] : INFO : Epoch 1692 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2469.87 ms [2022-04-08 17:27:39 main:574] : INFO : Epoch 1693 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2473.87 ms [2022-04-08 17:27:42 main:574] : INFO : Epoch 1694 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2447.76 ms [2022-04-08 17:27:44 main:574] : INFO : Epoch 1695 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2469.89 ms [2022-04-08 17:27:47 main:574] : INFO : Epoch 1696 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2488.75 ms [2022-04-08 17:27:49 main:574] : INFO : Epoch 1697 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2497.04 ms [2022-04-08 17:27:52 main:574] : INFO : Epoch 1698 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2487.94 ms [2022-04-08 17:27:54 main:574] : INFO : Epoch 1699 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 2484.83 ms [2022-04-08 17:27:57 main:574] : INFO : Epoch 1700 | loss: 0.0312512 | val_loss: 0.03125 | Time: 2503.4 ms [2022-04-08 17:27:59 main:574] : INFO : Epoch 1701 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2460.03 ms [2022-04-08 17:28:02 main:574] : INFO : Epoch 1702 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2460.68 ms [2022-04-08 17:28:04 main:574] : INFO : Epoch 1703 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 2439.17 ms [2022-04-08 17:28:07 main:574] : INFO : Epoch 1704 | loss: 0.0312677 | val_loss: 0.0312756 | Time: 2502.78 ms [2022-04-08 17:28:09 main:574] : INFO : Epoch 1705 | loss: 0.0336591 | val_loss: 0.0321449 | Time: 2448.32 ms [2022-04-08 17:28:11 main:574] : INFO : Epoch 1706 | loss: 0.0318139 | val_loss: 0.0314216 | Time: 2454 ms [2022-04-08 17:28:14 main:574] : INFO : Epoch 1707 | loss: 0.0313165 | val_loss: 0.0312796 | Time: 2449.47 ms [2022-04-08 17:28:16 main:574] : INFO : Epoch 1708 | loss: 0.0312653 | val_loss: 0.031258 | Time: 2474.71 ms [2022-04-08 17:28:19 main:574] : INFO : Epoch 1709 | loss: 0.0312543 | val_loss: 0.0312526 | Time: 2466.35 ms [2022-04-08 17:28:21 main:574] : INFO : Epoch 1710 | loss: 0.0312519 | val_loss: 0.0312517 | Time: 2450.94 ms [2022-04-08 17:28:24 main:574] : INFO : Epoch 1711 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 2487.24 ms [2022-04-08 17:28:26 main:574] : INFO : Epoch 1712 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2452.32 ms [2022-04-08 17:28:29 main:574] : INFO : Epoch 1713 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2440.08 ms [2022-04-08 17:28:31 main:574] : INFO : Epoch 1714 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2445.01 ms [2022-04-08 17:28:34 main:574] : INFO : Epoch 1715 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2477.15 ms [2022-04-08 17:28:36 main:574] : INFO : Epoch 1716 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2495.75 ms [2022-04-08 17:28:39 main:574] : INFO : Epoch 1717 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2477.01 ms [2022-04-08 17:28:41 main:574] : INFO : Epoch 1718 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2469.64 ms [2022-04-08 17:28:44 main:574] : INFO : Epoch 1719 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2479.17 ms [2022-04-08 17:28:46 main:574] : INFO : Epoch 1720 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2460.56 ms [2022-04-08 17:28:48 main:574] : INFO : Epoch 1721 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2465.94 ms [2022-04-08 17:28:51 main:574] : INFO : Epoch 1722 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2459.55 ms [2022-04-08 17:28:53 main:574] : INFO : Epoch 1723 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2448.91 ms [2022-04-08 17:28:56 main:574] : INFO : Epoch 1724 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2477.89 ms [2022-04-08 17:28:58 main:574] : INFO : Epoch 1725 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2438.34 ms [2022-04-08 17:29:01 main:574] : INFO : Epoch 1726 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2492.73 ms [2022-04-08 17:29:03 main:574] : INFO : Epoch 1727 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2492.06 ms [2022-04-08 17:29:06 main:574] : INFO : Epoch 1728 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2491.51 ms [2022-04-08 17:29:08 main:574] : INFO : Epoch 1729 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2482.64 ms [2022-04-08 17:29:11 main:574] : INFO : Epoch 1730 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2476.58 ms [2022-04-08 17:29:13 main:574] : INFO : Epoch 1731 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2476.51 ms [2022-04-08 17:29:16 main:574] : INFO : Epoch 1732 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2489.63 ms [2022-04-08 17:29:18 main:574] : INFO : Epoch 1733 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2487.24 ms [2022-04-08 17:29:21 main:574] : INFO : Epoch 1734 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2471.7 ms [2022-04-08 17:29:23 main:574] : INFO : Epoch 1735 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2482.28 ms [2022-04-08 17:29:26 main:574] : INFO : Epoch 1736 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2475.63 ms [2022-04-08 17:29:28 main:574] : INFO : Epoch 1737 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2463.29 ms [2022-04-08 17:29:31 main:574] : INFO : Epoch 1738 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2479.96 ms [2022-04-08 17:29:33 main:574] : INFO : Epoch 1739 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2495.48 ms [2022-04-08 17:29:36 main:574] : INFO : Epoch 1740 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2453.97 ms [2022-04-08 17:29:38 main:574] : INFO : Epoch 1741 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2481.13 ms [2022-04-08 17:29:41 main:574] : INFO : Epoch 1742 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2482.37 ms [2022-04-08 17:29:43 main:574] : INFO : Epoch 1743 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2457.29 ms [2022-04-08 17:29:45 main:574] : INFO : Epoch 1744 | loss: 0.03125 | val_loss: 0.03125 | Time: 2477.21 ms [2022-04-08 17:29:48 main:574] : INFO : Epoch 1745 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2501.36 ms [2022-04-08 17:29:50 main:574] : INFO : Epoch 1746 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2500.2 ms [2022-04-08 17:29:53 main:574] : INFO : Epoch 1747 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2498.71 ms [2022-04-08 17:29:55 main:574] : INFO : Epoch 1748 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2496.17 ms [2022-04-08 17:29:58 main:574] : INFO : Epoch 1749 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2499.7 ms [2022-04-08 17:30:00 main:574] : INFO : Epoch 1750 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2475.3 ms [2022-04-08 17:30:03 main:574] : INFO : Epoch 1751 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2497.83 ms [2022-04-08 17:30:05 main:574] : INFO : Epoch 1752 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2492.09 ms [2022-04-08 17:30:08 main:574] : INFO : Epoch 1753 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2496.37 ms [2022-04-08 17:30:10 main:574] : INFO : Epoch 1754 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2436.17 ms [2022-04-08 17:30:13 main:574] : INFO : Epoch 1755 | loss: 0.031251 | val_loss: 0.0312511 | Time: 2453.27 ms [2022-04-08 17:30:15 main:574] : INFO : Epoch 1756 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2444.5 ms [2022-04-08 17:30:18 main:574] : INFO : Epoch 1757 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2466.58 ms [2022-04-08 17:30:20 main:574] : INFO : Epoch 1758 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2453.46 ms [2022-04-08 17:30:23 main:574] : INFO : Epoch 1759 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2448.64 ms [2022-04-08 17:30:25 main:574] : INFO : Epoch 1760 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2479.49 ms [2022-04-08 17:30:28 main:574] : INFO : Epoch 1761 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2469.82 ms [2022-04-08 17:30:30 main:574] : INFO : Epoch 1762 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2456.69 ms [2022-04-08 17:30:33 main:574] : INFO : Epoch 1763 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2482.55 ms [2022-04-08 17:30:35 main:574] : INFO : Epoch 1764 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2467.13 ms [2022-04-08 17:30:38 main:574] : INFO : Epoch 1765 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2467.14 ms [2022-04-08 17:30:40 main:574] : INFO : Epoch 1766 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2557.36 ms [2022-04-08 17:30:43 main:574] : INFO : Epoch 1767 | loss: 0.03125 | val_loss: 0.03125 | Time: 2474.57 ms [2022-04-08 17:30:45 main:574] : INFO : Epoch 1768 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2491.24 ms [2022-04-08 17:30:48 main:574] : INFO : Epoch 1769 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2482.84 ms [2022-04-08 17:30:50 main:574] : INFO : Epoch 1770 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2501.49 ms [2022-04-08 17:30:53 main:574] : INFO : Epoch 1771 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2480.58 ms [2022-04-08 17:30:55 main:574] : INFO : Epoch 1772 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2497.65 ms [2022-04-08 17:30:58 main:574] : INFO : Epoch 1773 | loss: 0.0312505 | val_loss: 0.0312524 | Time: 2526.96 ms [2022-04-08 17:31:00 main:574] : INFO : Epoch 1774 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2489.73 ms [2022-04-08 17:31:03 main:574] : INFO : Epoch 1775 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2501.82 ms [2022-04-08 17:31:05 main:574] : INFO : Epoch 1776 | loss: 0.03125 | val_loss: 0.03125 | Time: 2499.65 ms [2022-04-08 17:31:08 main:574] : INFO : Epoch 1777 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 2501.62 ms [2022-04-08 17:31:10 main:574] : INFO : Epoch 1778 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2469.23 ms [2022-04-08 17:31:12 main:574] : INFO : Epoch 1779 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2476.06 ms [2022-04-08 17:31:15 main:574] : INFO : Epoch 1780 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2497.97 ms [2022-04-08 17:31:17 main:574] : INFO : Epoch 1781 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2491.12 ms [2022-04-08 17:31:20 main:574] : INFO : Epoch 1782 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2458.94 ms [2022-04-08 17:31:22 main:574] : INFO : Epoch 1783 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2457.79 ms [2022-04-08 17:31:25 main:574] : INFO : Epoch 1784 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2479.59 ms [2022-04-08 17:31:27 main:574] : INFO : Epoch 1785 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2468.61 ms [2022-04-08 17:31:30 main:574] : INFO : Epoch 1786 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2471.47 ms [2022-04-08 17:31:32 main:574] : INFO : Epoch 1787 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2474.88 ms [2022-04-08 17:31:35 main:574] : INFO : Epoch 1788 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2488.12 ms [2022-04-08 17:31:37 main:574] : INFO : Epoch 1789 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2457.83 ms [2022-04-08 17:31:40 main:574] : INFO : Epoch 1790 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2465.09 ms [2022-04-08 17:31:42 main:574] : INFO : Epoch 1791 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2476.03 ms [2022-04-08 17:31:45 main:574] : INFO : Epoch 1792 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2459.01 ms [2022-04-08 17:31:47 main:574] : INFO : Epoch 1793 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2446.28 ms [2022-04-08 17:31:50 main:574] : INFO : Epoch 1794 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2471.74 ms [2022-04-08 17:31:52 main:574] : INFO : Epoch 1795 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2491.78 ms [2022-04-08 17:31:55 main:574] : INFO : Epoch 1796 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2470.3 ms [2022-04-08 17:31:57 main:574] : INFO : Epoch 1797 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2497.81 ms [2022-04-08 17:32:00 main:574] : INFO : Epoch 1798 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 2506.47 ms [2022-04-08 17:32:02 main:574] : INFO : Epoch 1799 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2477.7 ms [2022-04-08 17:32:04 main:574] : INFO : Epoch 1800 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2457.48 ms [2022-04-08 17:32:07 main:574] : INFO : Epoch 1801 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2527.58 ms [2022-04-08 17:32:10 main:574] : INFO : Epoch 1802 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2492.01 ms [2022-04-08 17:32:12 main:574] : INFO : Epoch 1803 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2425.66 ms [2022-04-08 17:32:14 main:574] : INFO : Epoch 1804 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2471.34 ms [2022-04-08 17:32:17 main:574] : INFO : Epoch 1805 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 2457.78 ms [2022-04-08 17:32:19 main:574] : INFO : Epoch 1806 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2447.83 ms [2022-04-08 17:32:22 main:574] : INFO : Epoch 1807 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2467.13 ms [2022-04-08 17:32:24 main:574] : INFO : Epoch 1808 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2436.65 ms [2022-04-08 17:32:27 main:574] : INFO : Epoch 1809 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2503.58 ms [2022-04-08 17:32:29 main:574] : INFO : Epoch 1810 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2493.74 ms [2022-04-08 17:32:32 main:574] : INFO : Epoch 1811 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2463.55 ms [2022-04-08 17:32:34 main:574] : INFO : Epoch 1812 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2484.56 ms [2022-04-08 17:32:37 main:574] : INFO : Epoch 1813 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2457.4 ms [2022-04-08 17:32:39 main:574] : INFO : Epoch 1814 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2475.31 ms [2022-04-08 17:32:42 main:574] : INFO : Epoch 1815 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2456.79 ms [2022-04-08 17:32:44 main:574] : INFO : Epoch 1816 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2463.65 ms [2022-04-08 17:32:47 main:574] : INFO : Epoch 1817 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2466.99 ms [2022-04-08 17:32:49 main:574] : INFO : Epoch 1818 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2510.65 ms [2022-04-08 17:32:52 main:574] : INFO : Epoch 1819 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 2466.91 ms [2022-04-08 17:32:54 main:574] : INFO : Epoch 1820 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2487.96 ms [2022-04-08 17:32:56 main:574] : INFO : Epoch 1821 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2496.89 ms [2022-04-08 17:32:59 main:574] : INFO : Epoch 1822 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 2508.47 ms [2022-04-08 17:33:01 main:574] : INFO : Epoch 1823 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2492.69 ms [2022-04-08 17:33:04 main:574] : INFO : Epoch 1824 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2470.47 ms [2022-04-08 17:33:06 main:574] : INFO : Epoch 1825 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2481.87 ms [2022-04-08 17:33:09 main:574] : INFO : Epoch 1826 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 2488.19 ms [2022-04-08 17:33:11 main:574] : INFO : Epoch 1827 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2490.67 ms [2022-04-08 17:33:14 main:574] : INFO : Epoch 1828 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2504.06 ms [2022-04-08 17:33:16 main:574] : INFO : Epoch 1829 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2500.01 ms [2022-04-08 17:33:19 main:574] : INFO : Epoch 1830 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2497.9 ms [2022-04-08 17:33:21 main:574] : INFO : Epoch 1831 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2496.99 ms [2022-04-08 17:33:24 main:574] : INFO : Epoch 1832 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2476.06 ms [2022-04-08 17:33:26 main:574] : INFO : Epoch 1833 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2495.01 ms [2022-04-08 17:33:29 main:574] : INFO : Epoch 1834 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 2483.25 ms [2022-04-08 17:33:31 main:574] : INFO : Epoch 1835 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2492.19 ms [2022-04-08 17:33:34 main:574] : INFO : Epoch 1836 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2507.64 ms [2022-04-08 17:33:36 main:574] : INFO : Epoch 1837 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 2494.99 ms [2022-04-08 17:33:39 main:574] : INFO : Epoch 1838 | loss: 0.031251 | val_loss: 0.0312498 | Time: 2489.29 ms [2022-04-08 17:33:41 main:574] : INFO : Epoch 1839 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2485.09 ms [2022-04-08 17:33:44 main:574] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2487.74 ms [2022-04-08 17:33:46 main:574] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2503.2 ms [2022-04-08 17:33:49 main:574] : INFO : Epoch 1842 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 2452.3 ms [2022-04-08 17:33:51 main:574] : INFO : Epoch 1843 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2464.91 ms [2022-04-08 17:33:54 main:574] : INFO : Epoch 1844 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2468.23 ms [2022-04-08 17:33:56 main:574] : INFO : Epoch 1845 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2452.07 ms [2022-04-08 17:33:59 main:574] : INFO : Epoch 1846 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2460.92 ms [2022-04-08 17:34:01 main:574] : INFO : Epoch 1847 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2487.06 ms [2022-04-08 17:34:04 main:574] : INFO : Epoch 1848 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2492.2 ms [2022-04-08 17:34:06 main:574] : INFO : Epoch 1849 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2493.1 ms [2022-04-08 17:34:09 main:574] : INFO : Epoch 1850 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2489.28 ms [2022-04-08 17:34:11 main:574] : INFO : Epoch 1851 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2461.06 ms [2022-04-08 17:34:14 main:574] : INFO : Epoch 1852 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2500.19 ms [2022-04-08 17:34:16 main:574] : INFO : Epoch 1853 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2451.84 ms [2022-04-08 17:34:19 main:574] : INFO : Epoch 1854 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2477.81 ms [2022-04-08 17:34:21 main:574] : INFO : Epoch 1855 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2487.95 ms [2022-04-08 17:34:24 main:574] : INFO : Epoch 1856 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2480.39 ms [2022-04-08 17:34:26 main:574] : INFO : Epoch 1857 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2462.58 ms [2022-04-08 17:34:28 main:574] : INFO : Epoch 1858 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 2441.63 ms [2022-04-08 17:34:31 main:574] : INFO : Epoch 1859 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2527.07 ms [2022-04-08 17:34:33 main:574] : INFO : Epoch 1860 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2502.43 ms [2022-04-08 17:34:36 main:574] : INFO : Epoch 1861 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2492.22 ms [2022-04-08 17:34:38 main:574] : INFO : Epoch 1862 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2508 ms [2022-04-08 17:34:41 main:574] : INFO : Epoch 1863 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 2472.92 ms [2022-04-08 17:34:43 main:574] : INFO : Epoch 1864 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2518.79 ms [2022-04-08 17:34:46 main:574] : INFO : Epoch 1865 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2513.64 ms [2022-04-08 17:34:48 main:574] : INFO : Epoch 1866 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2481.64 ms [2022-04-08 17:34:51 main:574] : INFO : Epoch 1867 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2478.26 ms [2022-04-08 17:34:53 main:574] : INFO : Epoch 1868 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2503.08 ms [2022-04-08 17:34:56 main:574] : INFO : Epoch 1869 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2476.9 ms [2022-04-08 17:34:58 main:574] : INFO : Epoch 1870 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2495.68 ms [2022-04-08 17:35:01 main:574] : INFO : Epoch 1871 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2471.71 ms [2022-04-08 17:35:03 main:574] : INFO : Epoch 1872 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2494.5 ms [2022-04-08 17:35:06 main:574] : INFO : Epoch 1873 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2535.58 ms [2022-04-08 17:35:08 main:574] : INFO : Epoch 1874 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2515.82 ms [2022-04-08 17:35:11 main:574] : INFO : Epoch 1875 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2518.94 ms [2022-04-08 17:35:14 main:574] : INFO : Epoch 1876 | loss: 0.0312511 | val_loss: 0.0312523 | Time: 2513.98 ms [2022-04-08 17:35:16 main:574] : INFO : Epoch 1877 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2513.11 ms [2022-04-08 17:35:19 main:574] : INFO : Epoch 1878 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2489.25 ms [2022-04-08 17:35:21 main:574] : INFO : Epoch 1879 | loss: 0.0312514 | val_loss: 0.0312522 | Time: 2508.33 ms [2022-04-08 17:35:24 main:574] : INFO : Epoch 1880 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2480.78 ms [2022-04-08 17:35:26 main:574] : INFO : Epoch 1881 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2478.71 ms [2022-04-08 17:35:29 main:574] : INFO : Epoch 1882 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2512.15 ms [2022-04-08 17:35:31 main:574] : INFO : Epoch 1883 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2518.61 ms [2022-04-08 17:35:34 main:574] : INFO : Epoch 1884 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 2480.8 ms [2022-04-08 17:35:36 main:574] : INFO : Epoch 1885 | loss: 0.0312533 | val_loss: 0.0312501 | Time: 2500.73 ms [2022-04-08 17:35:38 main:574] : INFO : Epoch 1886 | loss: 0.0312521 | val_loss: 0.0312525 | Time: 2470.63 ms [2022-04-08 17:35:41 main:574] : INFO : Epoch 1887 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2499.25 ms [2022-04-08 17:35:43 main:574] : INFO : Epoch 1888 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 2488.71 ms [2022-04-08 17:35:46 main:574] : INFO : Epoch 1889 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2498.89 ms [2022-04-08 17:35:48 main:574] : INFO : Epoch 1890 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2486.69 ms [2022-04-08 17:35:51 main:574] : INFO : Epoch 1891 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2495 ms [2022-04-08 17:35:53 main:574] : INFO : Epoch 1892 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2496.6 ms [2022-04-08 17:35:56 main:574] : INFO : Epoch 1893 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2503.78 ms [2022-04-08 17:35:58 main:574] : INFO : Epoch 1894 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 2487.49 ms [2022-04-08 17:36:01 main:574] : INFO : Epoch 1895 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2516.26 ms [2022-04-08 17:36:03 main:574] : INFO : Epoch 1896 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2483.78 ms [2022-04-08 17:36:06 main:574] : INFO : Epoch 1897 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2506.93 ms [2022-04-08 17:36:08 main:574] : INFO : Epoch 1898 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2505.59 ms [2022-04-08 17:36:11 main:574] : INFO : Epoch 1899 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2482.58 ms [2022-04-08 17:36:13 main:574] : INFO : Epoch 1900 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2488.02 ms [2022-04-08 17:36:16 main:574] : INFO : Epoch 1901 | loss: 0.0312516 | val_loss: 0.0312522 | Time: 2486.21 ms [2022-04-08 17:36:18 main:574] : INFO : Epoch 1902 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2476.15 ms [2022-04-08 17:36:21 main:574] : INFO : Epoch 1903 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2487.82 ms [2022-04-08 17:36:23 main:574] : INFO : Epoch 1904 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2473.34 ms [2022-04-08 17:36:26 main:574] : INFO : Epoch 1905 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2514.87 ms [2022-04-08 17:36:28 main:574] : INFO : Epoch 1906 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2516.98 ms [2022-04-08 17:36:31 main:574] : INFO : Epoch 1907 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2501.98 ms [2022-04-08 17:36:33 main:574] : INFO : Epoch 1908 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2514.37 ms [2022-04-08 17:36:36 main:574] : INFO : Epoch 1909 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2502.04 ms [2022-04-08 17:36:38 main:574] : INFO : Epoch 1910 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2503.81 ms [2022-04-08 17:36:41 main:574] : INFO : Epoch 1911 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2531.78 ms [2022-04-08 17:36:43 main:574] : INFO : Epoch 1912 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2485.33 ms [2022-04-08 17:36:46 main:574] : INFO : Epoch 1913 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2493.2 ms [2022-04-08 17:36:48 main:574] : INFO : Epoch 1914 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2521.06 ms [2022-04-08 17:36:51 main:574] : INFO : Epoch 1915 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2522.6 ms [2022-04-08 17:36:54 main:574] : INFO : Epoch 1916 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2520.4 ms [2022-04-08 17:36:56 main:574] : INFO : Epoch 1917 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2508.14 ms [2022-04-08 17:36:59 main:574] : INFO : Epoch 1918 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2487.33 ms [2022-04-08 17:37:01 main:574] : INFO : Epoch 1919 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2489.15 ms [2022-04-08 17:37:04 main:574] : INFO : Epoch 1920 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2517.78 ms [2022-04-08 17:37:06 main:574] : INFO : Epoch 1921 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2508.42 ms [2022-04-08 17:37:09 main:574] : INFO : Epoch 1922 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2517.56 ms [2022-04-08 17:37:11 main:574] : INFO : Epoch 1923 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2520.59 ms [2022-04-08 17:37:14 main:574] : INFO : Epoch 1924 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2500.81 ms [2022-04-08 17:37:16 main:574] : INFO : Epoch 1925 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 2487.22 ms [2022-04-08 17:37:19 main:574] : INFO : Epoch 1926 | loss: 0.0312511 | val_loss: 0.03125 | Time: 2491.56 ms [2022-04-08 17:37:21 main:574] : INFO : Epoch 1927 | loss: 0.03125 | val_loss: 0.03125 | Time: 2518.74 ms [2022-04-08 17:37:24 main:574] : INFO : Epoch 1928 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2493.6 ms [2022-04-08 17:37:26 main:574] : INFO : Epoch 1929 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2488.65 ms [2022-04-08 17:37:29 main:574] : INFO : Epoch 1930 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2503.28 ms [2022-04-08 17:37:31 main:574] : INFO : Epoch 1931 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2503.99 ms [2022-04-08 17:37:34 main:574] : INFO : Epoch 1932 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2530.42 ms [2022-04-08 17:37:36 main:574] : INFO : Epoch 1933 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2508.23 ms [2022-04-08 17:37:39 main:574] : INFO : Epoch 1934 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 2516.87 ms [2022-04-08 17:37:41 main:574] : INFO : Epoch 1935 | loss: 0.031251 | val_loss: 0.0312498 | Time: 2515.19 ms [2022-04-08 17:37:44 main:574] : INFO : Epoch 1936 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 2531.76 ms [2022-04-08 17:37:46 main:574] : INFO : Epoch 1937 | loss: 0.0312521 | val_loss: 0.0312514 | Time: 2501.6 ms [2022-04-08 17:37:49 main:574] : INFO : Epoch 1938 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2511 ms [2022-04-08 17:37:51 main:574] : INFO : Epoch 1939 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2506.58 ms [2022-04-08 17:37:54 main:574] : INFO : Epoch 1940 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2511.68 ms [2022-04-08 17:37:56 main:574] : INFO : Epoch 1941 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2529.72 ms [2022-04-08 17:37:59 main:574] : INFO : Epoch 1942 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2500.04 ms [2022-04-08 17:38:01 main:574] : INFO : Epoch 1943 | loss: 0.03125 | val_loss: 0.031251 | Time: 2522.31 ms [2022-04-08 17:38:04 main:574] : INFO : Epoch 1944 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2517.14 ms [2022-04-08 17:38:06 main:574] : INFO : Epoch 1945 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2499.66 ms [2022-04-08 17:38:09 main:574] : INFO : Epoch 1946 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2517.98 ms [2022-04-08 17:38:11 main:574] : INFO : Epoch 1947 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2523.09 ms [2022-04-08 17:38:14 main:574] : INFO : Epoch 1948 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2524.33 ms [2022-04-08 17:38:16 main:574] : INFO : Epoch 1949 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2516.62 ms [2022-04-08 17:38:19 main:574] : INFO : Epoch 1950 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2524.8 ms [2022-04-08 17:38:21 main:574] : INFO : Epoch 1951 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 2496.37 ms [2022-04-08 17:38:24 main:574] : INFO : Epoch 1952 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 2474.88 ms [2022-04-08 17:38:26 main:574] : INFO : Epoch 1953 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2484.31 ms [2022-04-08 17:38:29 main:574] : INFO : Epoch 1954 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2525.75 ms [2022-04-08 17:38:31 main:574] : INFO : Epoch 1955 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 2532.54 ms [2022-04-08 17:38:34 main:574] : INFO : Epoch 1956 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2529.3 ms [2022-04-08 17:38:37 main:574] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2532.48 ms [2022-04-08 17:38:39 main:574] : INFO : Epoch 1958 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2539.4 ms [2022-04-08 17:38:42 main:574] : INFO : Epoch 1959 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2506.84 ms [2022-04-08 17:38:44 main:574] : INFO : Epoch 1960 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2527.81 ms [2022-04-08 17:38:47 main:574] : INFO : Epoch 1961 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2525.82 ms [2022-04-08 17:38:49 main:574] : INFO : Epoch 1962 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2517.31 ms [2022-04-08 17:38:52 main:574] : INFO : Epoch 1963 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2512.88 ms [2022-04-08 17:38:54 main:574] : INFO : Epoch 1964 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2504.85 ms [2022-04-08 17:38:57 main:574] : INFO : Epoch 1965 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2517.85 ms [2022-04-08 17:38:59 main:574] : INFO : Epoch 1966 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2494.82 ms [2022-04-08 17:39:02 main:574] : INFO : Epoch 1967 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2499.26 ms [2022-04-08 17:39:04 main:574] : INFO : Epoch 1968 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2480.48 ms [2022-04-08 17:39:07 main:574] : INFO : Epoch 1969 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 2498.39 ms [2022-04-08 17:39:09 main:574] : INFO : Epoch 1970 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2478.18 ms [2022-04-08 17:39:12 main:574] : INFO : Epoch 1971 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 2497.58 ms [2022-04-08 17:39:14 main:574] : INFO : Epoch 1972 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2511.39 ms [2022-04-08 17:39:17 main:574] : INFO : Epoch 1973 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2466.92 ms [2022-04-08 17:39:19 main:574] : INFO : Epoch 1974 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2499.43 ms [2022-04-08 17:39:22 main:574] : INFO : Epoch 1975 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2476.52 ms [2022-04-08 17:39:24 main:574] : INFO : Epoch 1976 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2497.84 ms [2022-04-08 17:39:27 main:574] : INFO : Epoch 1977 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2489.26 ms [2022-04-08 17:39:29 main:574] : INFO : Epoch 1978 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2489.47 ms [2022-04-08 17:39:32 main:574] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2501.79 ms [2022-04-08 17:39:34 main:574] : INFO : Epoch 1980 | loss: 0.031251 | val_loss: 0.0312529 | Time: 2518.07 ms [2022-04-08 17:39:37 main:574] : INFO : Epoch 1981 | loss: 0.0312524 | val_loss: 0.0312511 | Time: 2505.24 ms [2022-04-08 17:39:39 main:574] : INFO : Epoch 1982 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2485.77 ms [2022-04-08 17:39:42 main:574] : INFO : Epoch 1983 | loss: 0.0312503 | val_loss: 0.031252 | Time: 2516.96 ms [2022-04-08 17:39:44 main:574] : INFO : Epoch 1984 | loss: 0.0312503 | val_loss: 0.0312527 | Time: 2500.1 ms [2022-04-08 17:39:47 main:574] : INFO : Epoch 1985 | loss: 0.031251 | val_loss: 0.0312529 | Time: 2499.65 ms [2022-04-08 17:39:49 main:574] : INFO : Epoch 1986 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 2530.96 ms [2022-04-08 17:39:52 main:574] : INFO : Epoch 1987 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2507.59 ms [2022-04-08 17:39:54 main:574] : INFO : Epoch 1988 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2495.71 ms [2022-04-08 17:39:57 main:574] : INFO : Epoch 1989 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2499.81 ms [2022-04-08 17:39:59 main:574] : INFO : Epoch 1990 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2529.43 ms [2022-04-08 17:40:02 main:574] : INFO : Epoch 1991 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2478.6 ms [2022-04-08 17:40:04 main:574] : INFO : Epoch 1992 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2526.52 ms [2022-04-08 17:40:07 main:574] : INFO : Epoch 1993 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2475.83 ms [2022-04-08 17:40:09 main:574] : INFO : Epoch 1994 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2482.22 ms [2022-04-08 17:40:12 main:574] : INFO : Epoch 1995 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2507.04 ms [2022-04-08 17:40:14 main:574] : INFO : Epoch 1996 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2517.4 ms [2022-04-08 17:40:17 main:574] : INFO : Epoch 1997 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2486.73 ms [2022-04-08 17:40:19 main:574] : INFO : Epoch 1998 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2517.77 ms [2022-04-08 17:40:22 main:574] : INFO : Epoch 1999 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2534.28 ms [2022-04-08 17:40:24 main:574] : INFO : Epoch 2000 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 2501.89 ms [2022-04-08 17:40:27 main:574] : INFO : Epoch 2001 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2513.33 ms [2022-04-08 17:40:29 main:574] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2514.13 ms [2022-04-08 17:40:32 main:574] : INFO : Epoch 2003 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2532.3 ms [2022-04-08 17:40:34 main:574] : INFO : Epoch 2004 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2497.42 ms [2022-04-08 17:40:37 main:574] : INFO : Epoch 2005 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2485.94 ms [2022-04-08 17:40:39 main:574] : INFO : Epoch 2006 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2496.85 ms [2022-04-08 17:40:42 main:574] : INFO : Epoch 2007 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2522.69 ms [2022-04-08 17:40:44 main:574] : INFO : Epoch 2008 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2527.59 ms [2022-04-08 17:40:47 main:574] : INFO : Epoch 2009 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2493.79 ms [2022-04-08 17:40:49 main:574] : INFO : Epoch 2010 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2463.07 ms [2022-04-08 17:40:52 main:574] : INFO : Epoch 2011 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2479.6 ms [2022-04-08 17:40:54 main:574] : INFO : Epoch 2012 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2461.31 ms [2022-04-08 17:40:57 main:574] : INFO : Epoch 2013 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2466.66 ms [2022-04-08 17:40:59 main:574] : INFO : Epoch 2014 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2514.38 ms [2022-04-08 17:41:02 main:574] : INFO : Epoch 2015 | loss: 0.031251 | val_loss: 0.0312499 | Time: 2486.16 ms [2022-04-08 17:41:04 main:574] : INFO : Epoch 2016 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2475.58 ms [2022-04-08 17:41:07 main:574] : INFO : Epoch 2017 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2508.26 ms [2022-04-08 17:41:09 main:574] : INFO : Epoch 2018 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2461.03 ms [2022-04-08 17:41:12 main:574] : INFO : Epoch 2019 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2515.68 ms [2022-04-08 17:41:14 main:574] : INFO : Epoch 2020 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2482.37 ms [2022-04-08 17:41:17 main:574] : INFO : Epoch 2021 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2465.76 ms [2022-04-08 17:41:19 main:574] : INFO : Epoch 2022 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2480.93 ms [2022-04-08 17:41:22 main:574] : INFO : Epoch 2023 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2489.83 ms [2022-04-08 17:41:24 main:574] : INFO : Epoch 2024 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2435.43 ms [2022-04-08 17:41:27 main:574] : INFO : Epoch 2025 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2469.62 ms [2022-04-08 17:41:29 main:574] : INFO : Epoch 2026 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2480.3 ms [2022-04-08 17:41:32 main:574] : INFO : Epoch 2027 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2491.25 ms [2022-04-08 17:41:34 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2501.46 ms [2022-04-08 17:41:37 main:574] : INFO : Epoch 2029 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2457.75 ms [2022-04-08 17:41:39 main:574] : INFO : Epoch 2030 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2478.37 ms [2022-04-08 17:41:41 main:574] : INFO : Epoch 2031 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2485.07 ms [2022-04-08 17:41:44 main:574] : INFO : Epoch 2032 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2484.25 ms [2022-04-08 17:41:46 main:574] : INFO : Epoch 2033 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2485.98 ms [2022-04-08 17:41:49 main:574] : INFO : Epoch 2034 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2472.66 ms [2022-04-08 17:41:51 main:574] : INFO : Epoch 2035 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 2479.15 ms [2022-04-08 17:41:54 main:574] : INFO : Epoch 2036 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2490.39 ms [2022-04-08 17:41:56 main:574] : INFO : Epoch 2037 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2474.4 ms [2022-04-08 17:41:59 main:574] : INFO : Epoch 2038 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 2488.64 ms [2022-04-08 17:42:01 main:574] : INFO : Epoch 2039 | loss: 0.0312522 | val_loss: 0.0312499 | Time: 2457.56 ms [2022-04-08 17:42:04 main:574] : INFO : Epoch 2040 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2487.23 ms [2022-04-08 17:42:06 main:574] : INFO : Epoch 2041 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2463.31 ms [2022-04-08 17:42:09 main:574] : INFO : Epoch 2042 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2461.81 ms [2022-04-08 17:42:11 main:574] : INFO : Epoch 2043 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2487.56 ms [2022-04-08 17:42:14 main:574] : INFO : Epoch 2044 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2509.54 ms [2022-04-08 17:42:16 main:574] : INFO : Epoch 2045 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2468.43 ms [2022-04-08 17:42:19 main:574] : INFO : Epoch 2046 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2463.64 ms [2022-04-08 17:42:21 main:574] : INFO : Epoch 2047 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2455.44 ms [2022-04-08 17:42:24 main:574] : INFO : Epoch 2048 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2511.2 ms [2022-04-08 17:42:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312501 [2022-04-08 17:42:24 main:603] : INFO : Saving end state to config to file [2022-04-08 17:42:24 main:608] : INFO : Success, exiting.. 17:42:24 (9932): 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)