Task 5058026
| Name | ParityModified-1617066445-25714-2_1 |
| Workunit | 3009928 |
| Created | 22 Apr 2021, 9:56:22 UTC |
| Sent | 22 Apr 2021, 10:10:48 UTC |
| Report deadline | 29 Apr 2021, 10:10:48 UTC |
| Received | 22 Apr 2021, 12:54:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 33 min |
| CPU time | 1 hours 32 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Time: 2698 ms [2021-04-22 13:30:48 main:574] : INFO : Epoch 1541 | loss: 0.0312504 | val_loss: 0.0312525 | Time: 2696.46 ms [2021-04-22 13:30:51 main:574] : INFO : Epoch 1542 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2698.57 ms [2021-04-22 13:30:54 main:574] : INFO : Epoch 1543 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2699.41 ms [2021-04-22 13:30:56 main:574] : INFO : Epoch 1544 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2701.39 ms [2021-04-22 13:30:59 main:574] : INFO : Epoch 1545 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2697.44 ms [2021-04-22 13:31:02 main:574] : INFO : Epoch 1546 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2700.63 ms [2021-04-22 13:31:04 main:574] : INFO : Epoch 1547 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2697.28 ms [2021-04-22 13:31:07 main:574] : INFO : Epoch 1548 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2696.24 ms [2021-04-22 13:31:10 main:574] : INFO : Epoch 1549 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2715.28 ms [2021-04-22 13:31:13 main:574] : INFO : Epoch 1550 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2699.1 ms [2021-04-22 13:31:15 main:574] : INFO : Epoch 1551 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2698.7 ms [2021-04-22 13:31:18 main:574] : INFO : Epoch 1552 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2697.55 ms [2021-04-22 13:31:21 main:574] : INFO : Epoch 1553 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2700.92 ms [2021-04-22 13:31:24 main:574] : INFO : Epoch 1554 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2691.5 ms [2021-04-22 13:31:26 main:574] : INFO : Epoch 1555 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2698.74 ms [2021-04-22 13:31:29 main:574] : INFO : Epoch 1556 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2700.07 ms [2021-04-22 13:31:32 main:574] : INFO : Epoch 1557 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2698 ms [2021-04-22 13:31:34 main:574] : INFO : Epoch 1558 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2700.12 ms [2021-04-22 13:31:37 main:574] : INFO : Epoch 1559 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2695.97 ms [2021-04-22 13:31:40 main:574] : INFO : Epoch 1560 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2700.4 ms [2021-04-22 13:31:43 main:574] : INFO : Epoch 1561 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 2695.7 ms [2021-04-22 13:31:45 main:574] : INFO : Epoch 1562 | loss: 0.0312521 | val_loss: 0.0312506 | Time: 2696.63 ms [2021-04-22 13:31:48 main:574] : INFO : Epoch 1563 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 2696.95 ms [2021-04-22 13:31:51 main:574] : INFO : Epoch 1564 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2698.79 ms [2021-04-22 13:31:53 main:574] : INFO : Epoch 1565 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2697.98 ms [2021-04-22 13:31:56 main:574] : INFO : Epoch 1566 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2699.48 ms [2021-04-22 13:31:59 main:574] : INFO : Epoch 1567 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2703.46 ms [2021-04-22 13:32:02 main:574] : INFO : Epoch 1568 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2697.76 ms [2021-04-22 13:32:04 main:574] : INFO : Epoch 1569 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2698.35 ms [2021-04-22 13:32:07 main:574] : INFO : Epoch 1570 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2698.5 ms [2021-04-22 13:32:10 main:574] : INFO : Epoch 1571 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2695.68 ms [2021-04-22 13:32:12 main:574] : INFO : Epoch 1572 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2695.97 ms [2021-04-22 13:32:15 main:574] : INFO : Epoch 1573 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2704.16 ms [2021-04-22 13:32:18 main:574] : INFO : Epoch 1574 | loss: 0.0312508 | val_loss: 0.031251 | Time: 2699.81 ms [2021-04-22 13:32:21 main:574] : INFO : Epoch 1575 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2702.65 ms [2021-04-22 13:32:23 main:574] : INFO : Epoch 1576 | loss: 0.03125 | val_loss: 0.0312512 | Time: 2702.74 ms [2021-04-22 13:32:26 main:574] : INFO : Epoch 1577 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2707.49 ms [2021-04-22 13:32:29 main:574] : INFO : Epoch 1578 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2702.29 ms [2021-04-22 13:32:32 main:574] : INFO : Epoch 1579 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2702.45 ms [2021-04-22 13:32:34 main:574] : INFO : Epoch 1580 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2704.19 ms [2021-04-22 13:32:37 main:574] : INFO : Epoch 1581 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2700 ms [2021-04-22 13:32:40 main:574] : INFO : Epoch 1582 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2700.82 ms [2021-04-22 13:32:42 main:574] : INFO : Epoch 1583 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2703.82 ms [2021-04-22 13:32:45 main:574] : INFO : Epoch 1584 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2699.68 ms [2021-04-22 13:32:48 main:574] : INFO : Epoch 1585 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2701.64 ms [2021-04-22 13:32:51 main:574] : INFO : Epoch 1586 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2698.93 ms [2021-04-22 13:32:53 main:574] : INFO : Epoch 1587 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2703.21 ms [2021-04-22 13:32:56 main:574] : INFO : Epoch 1588 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 2700.67 ms [2021-04-22 13:32:59 main:574] : INFO : Epoch 1589 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2701.1 ms [2021-04-22 13:33:02 main:574] : INFO : Epoch 1590 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2702.85 ms [2021-04-22 13:33:04 main:574] : INFO : Epoch 1591 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2702.1 ms [2021-04-22 13:33:07 main:574] : INFO : Epoch 1592 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2699.5 ms [2021-04-22 13:33:10 main:574] : INFO : Epoch 1593 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2696.02 ms [2021-04-22 13:33:12 main:574] : INFO : Epoch 1594 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 2692.48 ms [2021-04-22 13:33:15 main:574] : INFO : Epoch 1595 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2694.68 ms [2021-04-22 13:33:18 main:574] : INFO : Epoch 1596 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2694.82 ms [2021-04-22 13:33:21 main:574] : INFO : Epoch 1597 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2694.78 ms [2021-04-22 13:33:23 main:574] : INFO : Epoch 1598 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 2692.57 ms [2021-04-22 13:33:26 main:574] : INFO : Epoch 1599 | loss: 0.0312508 | val_loss: 0.03125 | Time: 2694.07 ms [2021-04-22 13:33:29 main:574] : INFO : Epoch 1600 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2692.34 ms [2021-04-22 13:33:31 main:574] : INFO : Epoch 1601 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 2693.36 ms [2021-04-22 13:33:34 main:574] : INFO : Epoch 1602 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 2693.85 ms [2021-04-22 13:33:37 main:574] : INFO : Epoch 1603 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2694.6 ms [2021-04-22 13:33:40 main:574] : INFO : Epoch 1604 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2693.08 ms [2021-04-22 13:33:42 main:574] : INFO : Epoch 1605 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2694.54 ms [2021-04-22 13:33:45 main:574] : INFO : Epoch 1606 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 2692.03 ms [2021-04-22 13:33:48 main:574] : INFO : Epoch 1607 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2694.41 ms [2021-04-22 13:33:50 main:574] : INFO : Epoch 1608 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2693.88 ms [2021-04-22 13:33:53 main:574] : INFO : Epoch 1609 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2694.8 ms [2021-04-22 13:33:56 main:574] : INFO : Epoch 1610 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2694.84 ms [2021-04-22 13:33:59 main:574] : INFO : Epoch 1611 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2691.28 ms [2021-04-22 13:34:01 main:574] : INFO : Epoch 1612 | loss: 0.0312506 | val_loss: 0.0312552 | Time: 2697.08 ms [2021-04-22 13:34:04 main:574] : INFO : Epoch 1613 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 2692.89 ms [2021-04-22 13:34:07 main:574] : INFO : Epoch 1614 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 2693.42 ms [2021-04-22 13:34:09 main:574] : INFO : Epoch 1615 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2695.13 ms [2021-04-22 13:34:12 main:574] : INFO : Epoch 1616 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2696.23 ms [2021-04-22 13:34:15 main:574] : INFO : Epoch 1617 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2692.97 ms [2021-04-22 13:34:18 main:574] : INFO : Epoch 1618 | loss: 0.0312507 | val_loss: 0.0312537 | Time: 2691.44 ms [2021-04-22 13:34:20 main:574] : INFO : Epoch 1619 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 2695.31 ms [2021-04-22 13:34:23 main:574] : INFO : Epoch 1620 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 2694.18 ms [2021-04-22 13:34:26 main:574] : INFO : Epoch 1621 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 2693.85 ms [2021-04-22 13:34:28 main:574] : INFO : Epoch 1622 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2693.63 ms [2021-04-22 13:34:31 main:574] : INFO : Epoch 1623 | loss: 0.03125 | val_loss: 0.03125 | Time: 2694.36 ms [2021-04-22 13:34:34 main:574] : INFO : Epoch 1624 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2698.95 ms [2021-04-22 13:34:36 main:574] : INFO : Epoch 1625 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2695.72 ms [2021-04-22 13:34:39 main:574] : INFO : Epoch 1626 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 2694.68 ms [2021-04-22 13:34:42 main:574] : INFO : Epoch 1627 | loss: 0.031251 | val_loss: 0.03125 | Time: 2693.36 ms [2021-04-22 13:34:45 main:574] : INFO : Epoch 1628 | loss: 0.0312508 | val_loss: 0.03125 | Time: 2696.59 ms [2021-04-22 13:34:47 main:574] : INFO : Epoch 1629 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2696.31 ms [2021-04-22 13:34:50 main:574] : INFO : Epoch 1630 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2695.84 ms [2021-04-22 13:34:53 main:574] : INFO : Epoch 1631 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2697.95 ms [2021-04-22 13:34:55 main:574] : INFO : Epoch 1632 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2697.36 ms [2021-04-22 13:34:58 main:574] : INFO : Epoch 1633 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2697.1 ms [2021-04-22 13:35:01 main:574] : INFO : Epoch 1634 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2696.52 ms [2021-04-22 13:35:04 main:574] : INFO : Epoch 1635 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 2697.56 ms [2021-04-22 13:35:06 main:574] : INFO : Epoch 1636 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 2697.22 ms [2021-04-22 13:35:09 main:574] : INFO : Epoch 1637 | loss: 0.0312517 | val_loss: 0.0312514 | Time: 2699.99 ms [2021-04-22 13:35:12 main:574] : INFO : Epoch 1638 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2700.81 ms [2021-04-22 13:35:14 main:574] : INFO : Epoch 1639 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2694.86 ms [2021-04-22 13:35:17 main:574] : INFO : Epoch 1640 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2696.21 ms [2021-04-22 13:35:20 main:574] : INFO : Epoch 1641 | loss: 0.03125 | val_loss: 0.03125 | Time: 2725.43 ms [2021-04-22 13:35:23 main:574] : INFO : Epoch 1642 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2698.03 ms [2021-04-22 13:35:25 main:574] : INFO : Epoch 1643 | loss: 0.0312497 | val_loss: 0.0312519 | Time: 2697.63 ms [2021-04-22 13:35:28 main:574] : INFO : Epoch 1644 | loss: 0.0312511 | val_loss: 0.03125 | Time: 2694.06 ms [2021-04-22 13:35:31 main:574] : INFO : Epoch 1645 | loss: 0.0312518 | val_loss: 0.03125 | Time: 2703.9 ms [2021-04-22 13:35:34 main:574] : INFO : Epoch 1646 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2699.76 ms [2021-04-22 13:35:36 main:574] : INFO : Epoch 1647 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2701.62 ms [2021-04-22 13:35:39 main:574] : INFO : Epoch 1648 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2700.88 ms [2021-04-22 13:35:42 main:574] : INFO : Epoch 1649 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2700.44 ms [2021-04-22 13:35:44 main:574] : INFO : Epoch 1650 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2702.42 ms [2021-04-22 13:35:47 main:574] : INFO : Epoch 1651 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2698.52 ms [2021-04-22 13:35:50 main:574] : INFO : Epoch 1652 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2705.43 ms [2021-04-22 13:35:53 main:574] : INFO : Epoch 1653 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2698.88 ms [2021-04-22 13:35:55 main:574] : INFO : Epoch 1654 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2700.52 ms [2021-04-22 13:35:58 main:574] : INFO : Epoch 1655 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2700.87 ms [2021-04-22 13:36:01 main:574] : INFO : Epoch 1656 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2701.83 ms [2021-04-22 13:36:03 main:574] : INFO : Epoch 1657 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2701.1 ms [2021-04-22 13:36:06 main:574] : INFO : Epoch 1658 | loss: 0.0312517 | val_loss: 0.0312524 | Time: 2698.79 ms [2021-04-22 13:36:09 main:574] : INFO : Epoch 1659 | loss: 0.0312526 | val_loss: 0.0312517 | Time: 2704.33 ms [2021-04-22 13:36:12 main:574] : INFO : Epoch 1660 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 2700.04 ms [2021-04-22 13:36:14 main:574] : INFO : Epoch 1661 | loss: 0.03125 | val_loss: 0.0312512 | Time: 2701.05 ms [2021-04-22 13:36:17 main:574] : INFO : Epoch 1662 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 2702.41 ms [2021-04-22 13:36:20 main:574] : INFO : Epoch 1663 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2701.78 ms [2021-04-22 13:36:23 main:574] : INFO : Epoch 1664 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2700.09 ms [2021-04-22 13:36:25 main:574] : INFO : Epoch 1665 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2701.81 ms [2021-04-22 13:36:28 main:574] : INFO : Epoch 1666 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2704.15 ms [2021-04-22 13:36:31 main:574] : INFO : Epoch 1667 | loss: 0.0312528 | val_loss: 0.0312503 | Time: 2700.94 ms [2021-04-22 13:36:33 main:574] : INFO : Epoch 1668 | loss: 0.0312512 | val_loss: 0.0312538 | Time: 2700.44 ms [2021-04-22 13:36:36 main:574] : INFO : Epoch 1669 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2703.44 ms [2021-04-22 13:36:39 main:574] : INFO : Epoch 1670 | loss: 0.0312508 | val_loss: 0.03125 | Time: 2698.43 ms [2021-04-22 13:36:42 main:574] : INFO : Epoch 1671 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2702.05 ms [2021-04-22 13:36:44 main:574] : INFO : Epoch 1672 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2700.64 ms [2021-04-22 13:36:47 main:574] : INFO : Epoch 1673 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2704.8 ms [2021-04-22 13:36:50 main:574] : INFO : Epoch 1674 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2699.82 ms [2021-04-22 13:36:52 main:574] : INFO : Epoch 1675 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2702.49 ms [2021-04-22 13:36:55 main:574] : INFO : Epoch 1676 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2702.57 ms [2021-04-22 13:36:58 main:574] : INFO : Epoch 1677 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2699.85 ms [2021-04-22 13:37:01 main:574] : INFO : Epoch 1678 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2700.74 ms [2021-04-22 13:37:03 main:574] : INFO : Epoch 1679 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2709.58 ms [2021-04-22 13:37:06 main:574] : INFO : Epoch 1680 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2699.73 ms [2021-04-22 13:37:09 main:574] : INFO : Epoch 1681 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2699.54 ms [2021-04-22 13:37:11 main:574] : INFO : Epoch 1682 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 2701.32 ms [2021-04-22 13:37:14 main:574] : INFO : Epoch 1683 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2699.93 ms [2021-04-22 13:37:17 main:574] : INFO : Epoch 1684 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2701.74 ms [2021-04-22 13:37:20 main:574] : INFO : Epoch 1685 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2702.98 ms [2021-04-22 13:37:22 main:574] : INFO : Epoch 1686 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2700.39 ms [2021-04-22 13:37:25 main:574] : INFO : Epoch 1687 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2702.08 ms [2021-04-22 13:37:28 main:574] : INFO : Epoch 1688 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2703.88 ms [2021-04-22 13:37:31 main:574] : INFO : Epoch 1689 | loss: 0.031251 | val_loss: 0.03125 | Time: 2701.52 ms [2021-04-22 13:37:33 main:574] : INFO : Epoch 1690 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2705.76 ms [2021-04-22 13:37:36 main:574] : INFO : Epoch 1691 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2699.27 ms [2021-04-22 13:37:39 main:574] : INFO : Epoch 1692 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2703.8 ms [2021-04-22 13:37:41 main:574] : INFO : Epoch 1693 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2700.54 ms [2021-04-22 13:37:44 main:574] : INFO : Epoch 1694 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2702.24 ms [2021-04-22 13:37:47 main:574] : INFO : Epoch 1695 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2702.16 ms [2021-04-22 13:37:50 main:574] : INFO : Epoch 1696 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2702.42 ms [2021-04-22 13:37:52 main:574] : INFO : Epoch 1697 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 2701.28 ms [2021-04-22 13:37:55 main:574] : INFO : Epoch 1698 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2698.64 ms [2021-04-22 13:37:58 main:574] : INFO : Epoch 1699 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2700.01 ms [2021-04-22 13:38:00 main:574] : INFO : Epoch 1700 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 2694.81 ms [2021-04-22 13:38:03 main:574] : INFO : Epoch 1701 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2705.13 ms [2021-04-22 13:38:06 main:574] : INFO : Epoch 1702 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2698.83 ms [2021-04-22 13:38:09 main:574] : INFO : Epoch 1703 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2692.64 ms [2021-04-22 13:38:11 main:574] : INFO : Epoch 1704 | loss: 0.03125 | val_loss: 0.03125 | Time: 2692.84 ms [2021-04-22 13:38:14 main:574] : INFO : Epoch 1705 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2693.28 ms [2021-04-22 13:38:17 main:574] : INFO : Epoch 1706 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2693.75 ms [2021-04-22 13:38:20 main:574] : INFO : Epoch 1707 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2693.55 ms [2021-04-22 13:38:22 main:574] : INFO : Epoch 1708 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2695.47 ms [2021-04-22 13:38:25 main:574] : INFO : Epoch 1709 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2695.68 ms [2021-04-22 13:38:28 main:574] : INFO : Epoch 1710 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2691.89 ms [2021-04-22 13:38:30 main:574] : INFO : Epoch 1711 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2693.08 ms [2021-04-22 13:38:33 main:574] : INFO : Epoch 1712 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2693.33 ms [2021-04-22 13:38:36 main:574] : INFO : Epoch 1713 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2694.68 ms [2021-04-22 13:38:39 main:574] : INFO : Epoch 1714 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 2691.21 ms [2021-04-22 13:38:41 main:574] : INFO : Epoch 1715 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2693.39 ms [2021-04-22 13:38:44 main:574] : INFO : Epoch 1716 | loss: 0.0312535 | val_loss: 0.0312527 | Time: 2698.6 ms [2021-04-22 13:38:47 main:574] : INFO : Epoch 1717 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2691.14 ms [2021-04-22 13:38:49 main:574] : INFO : Epoch 1718 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2691.95 ms [2021-04-22 13:38:52 main:574] : INFO : Epoch 1719 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2695.25 ms [2021-04-22 13:38:55 main:574] : INFO : Epoch 1720 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2692.72 ms [2021-04-22 13:38:58 main:574] : INFO : Epoch 1721 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2695.68 ms [2021-04-22 13:39:00 main:574] : INFO : Epoch 1722 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2693.08 ms [2021-04-22 13:39:03 main:574] : INFO : Epoch 1723 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2694.28 ms [2021-04-22 13:39:06 main:574] : INFO : Epoch 1724 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2695.74 ms [2021-04-22 13:39:08 main:574] : INFO : Epoch 1725 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2692.45 ms [2021-04-22 13:39:11 main:574] : INFO : Epoch 1726 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2704.37 ms [2021-04-22 13:39:14 main:574] : INFO : Epoch 1727 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2700.74 ms [2021-04-22 13:39:17 main:574] : INFO : Epoch 1728 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2701.63 ms [2021-04-22 13:39:19 main:574] : INFO : Epoch 1729 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2699.83 ms [2021-04-22 13:39:22 main:574] : INFO : Epoch 1730 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2700.66 ms [2021-04-22 13:39:25 main:574] : INFO : Epoch 1731 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2702.57 ms [2021-04-22 13:39:27 main:574] : INFO : Epoch 1732 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2699.25 ms [2021-04-22 13:39:30 main:574] : INFO : Epoch 1733 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2706.5 ms [2021-04-22 13:39:33 main:574] : INFO : Epoch 1734 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 2701.3 ms [2021-04-22 13:39:36 main:574] : INFO : Epoch 1735 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2713.33 ms [2021-04-22 13:39:38 main:574] : INFO : Epoch 1736 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2701.55 ms [2021-04-22 13:39:41 main:574] : INFO : Epoch 1737 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2701.01 ms [2021-04-22 13:39:44 main:574] : INFO : Epoch 1738 | loss: 0.0312501 | val_loss: 0.0312555 | Time: 2701.82 ms [2021-04-22 13:39:47 main:574] : INFO : Epoch 1739 | loss: 0.0312519 | val_loss: 0.031251 | Time: 2700.79 ms [2021-04-22 13:39:49 main:574] : INFO : Epoch 1740 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2702.76 ms [2021-04-22 13:39:52 main:574] : INFO : Epoch 1741 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2701.95 ms [2021-04-22 13:39:55 main:574] : INFO : Epoch 1742 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2700.79 ms [2021-04-22 13:39:57 main:574] : INFO : Epoch 1743 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2702.76 ms [2021-04-22 13:40:00 main:574] : INFO : Epoch 1744 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2701.03 ms [2021-04-22 13:40:03 main:574] : INFO : Epoch 1745 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2702.68 ms [2021-04-22 13:40:06 main:574] : INFO : Epoch 1746 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2700.05 ms [2021-04-22 13:40:08 main:574] : INFO : Epoch 1747 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2703.36 ms [2021-04-22 13:40:11 main:574] : INFO : Epoch 1748 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2701.15 ms [2021-04-22 13:40:14 main:574] : INFO : Epoch 1749 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2700.82 ms [2021-04-22 13:40:16 main:574] : INFO : Epoch 1750 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2702.14 ms [2021-04-22 13:40:19 main:574] : INFO : Epoch 1751 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2697.96 ms [2021-04-22 13:40:22 main:574] : INFO : Epoch 1752 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2702.09 ms [2021-04-22 13:40:25 main:574] : INFO : Epoch 1753 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2699.58 ms [2021-04-22 13:40:27 main:574] : INFO : Epoch 1754 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2706.09 ms [2021-04-22 13:40:30 main:574] : INFO : Epoch 1755 | loss: 0.03125 | val_loss: 0.031251 | Time: 2701.05 ms [2021-04-22 13:40:33 main:574] : INFO : Epoch 1756 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2701.38 ms [2021-04-22 13:40:36 main:574] : INFO : Epoch 1757 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 2704.42 ms [2021-04-22 13:40:38 main:574] : INFO : Epoch 1758 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2701.07 ms [2021-04-22 13:40:41 main:574] : INFO : Epoch 1759 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2700.81 ms [2021-04-22 13:40:44 main:574] : INFO : Epoch 1760 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2698.85 ms [2021-04-22 13:40:46 main:574] : INFO : Epoch 1761 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2701.67 ms [2021-04-22 13:40:49 main:574] : INFO : Epoch 1762 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2699.3 ms [2021-04-22 13:40:52 main:574] : INFO : Epoch 1763 | loss: 0.03125 | val_loss: 0.0312519 | Time: 2701.75 ms [2021-04-22 13:40:55 main:574] : INFO : Epoch 1764 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2701.21 ms [2021-04-22 13:40:57 main:574] : INFO : Epoch 1765 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2698.85 ms [2021-04-22 13:41:00 main:574] : INFO : Epoch 1766 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 2698.55 ms [2021-04-22 13:41:03 main:574] : INFO : Epoch 1767 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2702.29 ms [2021-04-22 13:41:05 main:574] : INFO : Epoch 1768 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 2700.25 ms [2021-04-22 13:41:08 main:574] : INFO : Epoch 1769 | loss: 0.031251 | val_loss: 0.0312503 | Time: 2700.98 ms [2021-04-22 13:41:11 main:574] : INFO : Epoch 1770 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2702.13 ms [2021-04-22 13:41:14 main:574] : INFO : Epoch 1771 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2702.93 ms [2021-04-22 13:41:16 main:574] : INFO : Epoch 1772 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2698.75 ms [2021-04-22 13:41:19 main:574] : INFO : Epoch 1773 | loss: 0.0312524 | val_loss: 0.0312508 | Time: 2698.32 ms [2021-04-22 13:41:22 main:574] : INFO : Epoch 1774 | loss: 0.0312513 | val_loss: 0.0312528 | Time: 2706.98 ms [2021-04-22 13:41:24 main:574] : INFO : Epoch 1775 | loss: 0.0312528 | val_loss: 0.0312514 | Time: 2699.5 ms [2021-04-22 13:41:27 main:574] : INFO : Epoch 1776 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 2701.43 ms [2021-04-22 13:41:30 main:574] : INFO : Epoch 1777 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2702.03 ms [2021-04-22 13:41:33 main:574] : INFO : Epoch 1778 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2701.15 ms [2021-04-22 13:41:35 main:574] : INFO : Epoch 1779 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2700.03 ms [2021-04-22 13:41:38 main:574] : INFO : Epoch 1780 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2700.08 ms [2021-04-22 13:41:41 main:574] : INFO : Epoch 1781 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2700.64 ms [2021-04-22 13:41:44 main:574] : INFO : Epoch 1782 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2699.26 ms [2021-04-22 13:41:46 main:574] : INFO : Epoch 1783 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2700.68 ms [2021-04-22 13:41:49 main:574] : INFO : Epoch 1784 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 2701.33 ms [2021-04-22 13:41:52 main:574] : INFO : Epoch 1785 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2700.49 ms [2021-04-22 13:41:54 main:574] : INFO : Epoch 1786 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2698.24 ms [2021-04-22 13:41:57 main:574] : INFO : Epoch 1787 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2697.42 ms [2021-04-22 13:42:00 main:574] : INFO : Epoch 1788 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2702.11 ms [2021-04-22 13:42:03 main:574] : INFO : Epoch 1789 | loss: 0.0312498 | val_loss: 0.031252 | Time: 2700.86 ms [2021-04-22 13:42:05 main:574] : INFO : Epoch 1790 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2701.17 ms [2021-04-22 13:42:08 main:574] : INFO : Epoch 1791 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2703.41 ms [2021-04-22 13:42:11 main:574] : INFO : Epoch 1792 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2701.68 ms [2021-04-22 13:42:13 main:574] : INFO : Epoch 1793 | loss: 0.0312518 | val_loss: 0.0312563 | Time: 2702.51 ms [2021-04-22 13:42:16 main:574] : INFO : Epoch 1794 | loss: 0.031251 | val_loss: 0.03125 | Time: 2697.89 ms [2021-04-22 13:42:19 main:574] : INFO : Epoch 1795 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2701.43 ms [2021-04-22 13:42:22 main:574] : INFO : Epoch 1796 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2701.19 ms [2021-04-22 13:42:24 main:574] : INFO : Epoch 1797 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 2699.09 ms [2021-04-22 13:42:27 main:574] : INFO : Epoch 1798 | loss: 0.0312511 | val_loss: 0.0312498 | Time: 2702.14 ms [2021-04-22 13:42:30 main:574] : INFO : Epoch 1799 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2701.06 ms [2021-04-22 13:42:32 main:574] : INFO : Epoch 1800 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2699.09 ms [2021-04-22 13:42:35 main:574] : INFO : Epoch 1801 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 2697.85 ms [2021-04-22 13:42:38 main:574] : INFO : Epoch 1802 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2703.7 ms [2021-04-22 13:42:41 main:574] : INFO : Epoch 1803 | loss: 0.0312511 | val_loss: 0.03125 | Time: 2699.9 ms [2021-04-22 13:42:43 main:574] : INFO : Epoch 1804 | loss: 0.03125 | val_loss: 0.03125 | Time: 2699.14 ms [2021-04-22 13:42:46 main:574] : INFO : Epoch 1805 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2703.87 ms [2021-04-22 13:42:49 main:574] : INFO : Epoch 1806 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2699.27 ms [2021-04-22 13:42:52 main:574] : INFO : Epoch 1807 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2699.09 ms [2021-04-22 13:42:54 main:574] : INFO : Epoch 1808 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2702.04 ms [2021-04-22 13:42:57 main:574] : INFO : Epoch 1809 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2693.13 ms [2021-04-22 13:43:00 main:574] : INFO : Epoch 1810 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2693.1 ms [2021-04-22 13:43:02 main:574] : INFO : Epoch 1811 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2699.68 ms [2021-04-22 13:43:05 main:574] : INFO : Epoch 1812 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2694.12 ms [2021-04-22 13:43:08 main:574] : INFO : Epoch 1813 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2691.75 ms [2021-04-22 13:43:11 main:574] : INFO : Epoch 1814 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2694.56 ms [2021-04-22 13:43:13 main:574] : INFO : Epoch 1815 | loss: 0.0312503 | val_loss: 0.0312528 | Time: 2695.89 ms [2021-04-22 13:43:16 main:574] : INFO : Epoch 1816 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2691.46 ms [2021-04-22 13:43:19 main:574] : INFO : Epoch 1817 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2695.03 ms [2021-04-22 13:43:21 main:574] : INFO : Epoch 1818 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2696.6 ms [2021-04-22 13:43:24 main:574] : INFO : Epoch 1819 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2692.84 ms [2021-04-22 13:43:27 main:574] : INFO : Epoch 1820 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2693.28 ms [2021-04-22 13:43:30 main:574] : INFO : Epoch 1821 | loss: 0.0312508 | val_loss: 0.031251 | Time: 2692.83 ms [2021-04-22 13:43:32 main:574] : INFO : Epoch 1822 | loss: 0.031251 | val_loss: 0.031252 | Time: 2696.79 ms [2021-04-22 13:43:35 main:574] : INFO : Epoch 1823 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2693.63 ms [2021-04-22 13:43:38 main:574] : INFO : Epoch 1824 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2695.96 ms [2021-04-22 13:43:40 main:574] : INFO : Epoch 1825 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2696.32 ms [2021-04-22 13:43:43 main:574] : INFO : Epoch 1826 | loss: 0.0312515 | val_loss: 0.0312499 | Time: 2695.28 ms [2021-04-22 13:43:46 main:574] : INFO : Epoch 1827 | loss: 0.0312632 | val_loss: 0.0312741 | Time: 2693.24 ms [2021-04-22 13:43:49 main:574] : INFO : Epoch 1828 | loss: 0.0317299 | val_loss: 0.0319288 | Time: 2693.52 ms [2021-04-22 13:43:51 main:574] : INFO : Epoch 1829 | loss: 0.0334037 | val_loss: 0.0319041 | Time: 2693.59 ms [2021-04-22 13:43:54 main:574] : INFO : Epoch 1830 | loss: 0.031445 | val_loss: 0.0313196 | Time: 2693.77 ms [2021-04-22 13:43:57 main:574] : INFO : Epoch 1831 | loss: 0.0312803 | val_loss: 0.031263 | Time: 2693.76 ms [2021-04-22 13:43:59 main:574] : INFO : Epoch 1832 | loss: 0.0312561 | val_loss: 0.031252 | Time: 2692.35 ms [2021-04-22 13:44:02 main:574] : INFO : Epoch 1833 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 2694.13 ms [2021-04-22 13:44:05 main:574] : INFO : Epoch 1834 | loss: 0.0312519 | val_loss: 0.0312504 | Time: 2693.06 ms [2021-04-22 13:44:08 main:574] : INFO : Epoch 1835 | loss: 0.0312519 | val_loss: 0.0312503 | Time: 2695.16 ms [2021-04-22 13:44:10 main:574] : INFO : Epoch 1836 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 2693.62 ms [2021-04-22 13:44:13 main:574] : INFO : Epoch 1837 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2696.91 ms [2021-04-22 13:44:16 main:574] : INFO : Epoch 1838 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2694.27 ms [2021-04-22 13:44:18 main:574] : INFO : Epoch 1839 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2694.72 ms [2021-04-22 13:44:21 main:574] : INFO : Epoch 1840 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2691.81 ms [2021-04-22 13:44:24 main:574] : INFO : Epoch 1841 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2693.19 ms [2021-04-22 13:44:27 main:574] : INFO : Epoch 1842 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2694.29 ms [2021-04-22 13:44:29 main:574] : INFO : Epoch 1843 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2692.97 ms [2021-04-22 13:44:32 main:574] : INFO : Epoch 1844 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 2693.51 ms [2021-04-22 13:44:35 main:574] : INFO : Epoch 1845 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2695.28 ms [2021-04-22 13:44:37 main:574] : INFO : Epoch 1846 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2693.48 ms [2021-04-22 13:44:40 main:574] : INFO : Epoch 1847 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2693.98 ms [2021-04-22 13:44:43 main:574] : INFO : Epoch 1848 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2693.78 ms [2021-04-22 13:44:46 main:574] : INFO : Epoch 1849 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2704.97 ms [2021-04-22 13:44:48 main:574] : INFO : Epoch 1850 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2692.5 ms [2021-04-22 13:44:51 main:574] : INFO : Epoch 1851 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2693.34 ms [2021-04-22 13:44:54 main:574] : INFO : Epoch 1852 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2693.96 ms [2021-04-22 13:44:56 main:574] : INFO : Epoch 1853 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2693.68 ms [2021-04-22 13:44:59 main:574] : INFO : Epoch 1854 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2693.35 ms [2021-04-22 13:45:02 main:574] : INFO : Epoch 1855 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2693.4 ms [2021-04-22 13:45:05 main:574] : INFO : Epoch 1856 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2694.34 ms [2021-04-22 13:45:07 main:574] : INFO : Epoch 1857 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2693.67 ms [2021-04-22 13:45:10 main:574] : INFO : Epoch 1858 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2692.51 ms [2021-04-22 13:45:13 main:574] : INFO : Epoch 1859 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2694.97 ms [2021-04-22 13:45:15 main:574] : INFO : Epoch 1860 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2692.86 ms [2021-04-22 13:45:18 main:574] : INFO : Epoch 1861 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2694.47 ms [2021-04-22 13:45:21 main:574] : INFO : Epoch 1862 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2693.35 ms [2021-04-22 13:45:23 main:574] : INFO : Epoch 1863 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 2694.33 ms [2021-04-22 13:45:26 main:574] : INFO : Epoch 1864 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 2692.75 ms [2021-04-22 13:45:29 main:574] : INFO : Epoch 1865 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2695.1 ms [2021-04-22 13:45:32 main:574] : INFO : Epoch 1866 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2695.28 ms [2021-04-22 13:45:34 main:574] : INFO : Epoch 1867 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2694.95 ms [2021-04-22 13:45:37 main:574] : INFO : Epoch 1868 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2695.43 ms [2021-04-22 13:45:40 main:574] : INFO : Epoch 1869 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2692.32 ms [2021-04-22 13:45:42 main:574] : INFO : Epoch 1870 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2701.14 ms [2021-04-22 13:45:45 main:574] : INFO : Epoch 1871 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2692.5 ms [2021-04-22 13:45:48 main:574] : INFO : Epoch 1872 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 2695.05 ms [2021-04-22 13:45:51 main:574] : INFO : Epoch 1873 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2695.21 ms [2021-04-22 13:45:53 main:574] : INFO : Epoch 1874 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2694.45 ms [2021-04-22 13:45:56 main:574] : INFO : Epoch 1875 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2692.38 ms [2021-04-22 13:45:59 main:574] : INFO : Epoch 1876 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2695.5 ms [2021-04-22 13:46:01 main:574] : INFO : Epoch 1877 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2695.67 ms [2021-04-22 13:46:04 main:574] : INFO : Epoch 1878 | loss: 0.03125 | val_loss: 0.0312525 | Time: 2692.72 ms [2021-04-22 13:46:07 main:574] : INFO : Epoch 1879 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 2698.66 ms [2021-04-22 13:46:10 main:574] : INFO : Epoch 1880 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2695.42 ms [2021-04-22 13:46:12 main:574] : INFO : Epoch 1881 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 2696.15 ms [2021-04-22 13:46:15 main:574] : INFO : Epoch 1882 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2692.53 ms [2021-04-22 13:46:18 main:574] : INFO : Epoch 1883 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2694.71 ms [2021-04-22 13:46:20 main:574] : INFO : Epoch 1884 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2694.22 ms [2021-04-22 13:46:23 main:574] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2692.84 ms [2021-04-22 13:46:26 main:574] : INFO : Epoch 1886 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2693.45 ms [2021-04-22 13:46:29 main:574] : INFO : Epoch 1887 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2694.22 ms [2021-04-22 13:46:31 main:574] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2694.02 ms [2021-04-22 13:46:34 main:574] : INFO : Epoch 1889 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2693 ms [2021-04-22 13:46:37 main:574] : INFO : Epoch 1890 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2705.31 ms [2021-04-22 13:46:39 main:574] : INFO : Epoch 1891 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 2695.42 ms [2021-04-22 13:46:42 main:574] : INFO : Epoch 1892 | loss: 0.031251 | val_loss: 0.0312511 | Time: 2693.67 ms [2021-04-22 13:46:45 main:574] : INFO : Epoch 1893 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2693.23 ms [2021-04-22 13:46:48 main:574] : INFO : Epoch 1894 | loss: 0.0312501 | val_loss: 0.031252 | Time: 2695.79 ms [2021-04-22 13:46:50 main:574] : INFO : Epoch 1895 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2693.92 ms [2021-04-22 13:46:53 main:574] : INFO : Epoch 1896 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2693.96 ms [2021-04-22 13:46:56 main:574] : INFO : Epoch 1897 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2694.15 ms [2021-04-22 13:46:58 main:574] : INFO : Epoch 1898 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2694.02 ms [2021-04-22 13:47:01 main:574] : INFO : Epoch 1899 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2693.54 ms [2021-04-22 13:47:04 main:574] : INFO : Epoch 1900 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2693.92 ms [2021-04-22 13:47:07 main:574] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2694.03 ms [2021-04-22 13:47:09 main:574] : INFO : Epoch 1902 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2693.83 ms [2021-04-22 13:47:12 main:574] : INFO : Epoch 1903 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2693.4 ms [2021-04-22 13:47:15 main:574] : INFO : Epoch 1904 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2693.38 ms [2021-04-22 13:47:17 main:574] : INFO : Epoch 1905 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2695.59 ms [2021-04-22 13:47:20 main:574] : INFO : Epoch 1906 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2693.53 ms [2021-04-22 13:47:23 main:574] : INFO : Epoch 1907 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2694.86 ms [2021-04-22 13:47:26 main:574] : INFO : Epoch 1908 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 2692.69 ms [2021-04-22 13:47:28 main:574] : INFO : Epoch 1909 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2694.54 ms [2021-04-22 13:47:31 main:574] : INFO : Epoch 1910 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2694.13 ms [2021-04-22 13:47:34 main:574] : INFO : Epoch 1911 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2694.99 ms [2021-04-22 13:47:36 main:574] : INFO : Epoch 1912 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2701.59 ms [2021-04-22 13:47:39 main:574] : INFO : Epoch 1913 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2695.63 ms [2021-04-22 13:47:42 main:574] : INFO : Epoch 1914 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2695.91 ms [2021-04-22 13:47:45 main:574] : INFO : Epoch 1915 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2692.57 ms [2021-04-22 13:47:47 main:574] : INFO : Epoch 1916 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2698.17 ms [2021-04-22 13:47:50 main:574] : INFO : Epoch 1917 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2695.22 ms [2021-04-22 13:47:53 main:574] : INFO : Epoch 1918 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2692.8 ms [2021-04-22 13:47:55 main:574] : INFO : Epoch 1919 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2695.37 ms [2021-04-22 13:47:58 main:574] : INFO : Epoch 1920 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2697.18 ms [2021-04-22 13:48:01 main:574] : INFO : Epoch 1921 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2695.6 ms [2021-04-22 13:48:04 main:574] : INFO : Epoch 1922 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2694.77 ms [2021-04-22 13:48:06 main:574] : INFO : Epoch 1923 | loss: 0.03125 | val_loss: 0.03125 | Time: 2698.9 ms [2021-04-22 13:48:09 main:574] : INFO : Epoch 1924 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2696.42 ms [2021-04-22 13:48:12 main:574] : INFO : Epoch 1925 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2696.36 ms [2021-04-22 13:48:14 main:574] : INFO : Epoch 1926 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2699.18 ms [2021-04-22 13:48:17 main:574] : INFO : Epoch 1927 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2697.06 ms [2021-04-22 13:48:20 main:574] : INFO : Epoch 1928 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2697.77 ms [2021-04-22 13:48:23 main:574] : INFO : Epoch 1929 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2701.86 ms [2021-04-22 13:48:25 main:574] : INFO : Epoch 1930 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2695.9 ms [2021-04-22 13:48:28 main:574] : INFO : Epoch 1931 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 2696.58 ms [2021-04-22 13:48:31 main:574] : INFO : Epoch 1932 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 2697.06 ms [2021-04-22 13:48:33 main:574] : INFO : Epoch 1933 | loss: 0.0312512 | val_loss: 0.031251 | Time: 2697.84 ms [2021-04-22 13:48:36 main:574] : INFO : Epoch 1934 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2700.02 ms [2021-04-22 13:48:39 main:574] : INFO : Epoch 1935 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2702.84 ms [2021-04-22 13:48:42 main:574] : INFO : Epoch 1936 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2700.39 ms [2021-04-22 13:48:44 main:574] : INFO : Epoch 1937 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2697.11 ms [2021-04-22 13:48:47 main:574] : INFO : Epoch 1938 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2697.27 ms [2021-04-22 13:48:50 main:574] : INFO : Epoch 1939 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2698.88 ms [2021-04-22 13:48:52 main:574] : INFO : Epoch 1940 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 2698.23 ms [2021-04-22 13:48:55 main:574] : INFO : Epoch 1941 | loss: 0.0312511 | val_loss: 0.031251 | Time: 2700.06 ms [2021-04-22 13:48:58 main:574] : INFO : Epoch 1942 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2697.93 ms [2021-04-22 13:49:01 main:574] : INFO : Epoch 1943 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2698.55 ms [2021-04-22 13:49:03 main:574] : INFO : Epoch 1944 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2696.3 ms [2021-04-22 13:49:06 main:574] : INFO : Epoch 1945 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2695.81 ms [2021-04-22 13:49:09 main:574] : INFO : Epoch 1946 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2699.98 ms [2021-04-22 13:49:12 main:574] : INFO : Epoch 1947 | loss: 0.0312521 | val_loss: 0.0312531 | Time: 2698.83 ms [2021-04-22 13:49:14 main:574] : INFO : Epoch 1948 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2699.05 ms [2021-04-22 13:49:17 main:574] : INFO : Epoch 1949 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2696.49 ms [2021-04-22 13:49:20 main:574] : INFO : Epoch 1950 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2700.92 ms [2021-04-22 13:49:22 main:574] : INFO : Epoch 1951 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2696.48 ms [2021-04-22 13:49:25 main:574] : INFO : Epoch 1952 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2697.33 ms [2021-04-22 13:49:28 main:574] : INFO : Epoch 1953 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2707.88 ms [2021-04-22 13:49:31 main:574] : INFO : Epoch 1954 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2699.8 ms [2021-04-22 13:49:33 main:574] : INFO : Epoch 1955 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2699.28 ms [2021-04-22 13:49:36 main:574] : INFO : Epoch 1956 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2697.47 ms [2021-04-22 13:49:39 main:574] : INFO : Epoch 1957 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2696.19 ms [2021-04-22 13:49:41 main:574] : INFO : Epoch 1958 | loss: 0.0312505 | val_loss: 0.0312526 | Time: 2689.28 ms [2021-04-22 13:49:44 main:574] : INFO : Epoch 1959 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2692.76 ms [2021-04-22 13:49:47 main:574] : INFO : Epoch 1960 | loss: 0.03125 | val_loss: 0.031251 | Time: 2692.85 ms [2021-04-22 13:49:50 main:574] : INFO : Epoch 1961 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2692.26 ms [2021-04-22 13:49:52 main:574] : INFO : Epoch 1962 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2695.53 ms [2021-04-22 13:49:55 main:574] : INFO : Epoch 1963 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2692.85 ms [2021-04-22 13:49:58 main:574] : INFO : Epoch 1964 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 2694.88 ms [2021-04-22 13:50:00 main:574] : INFO : Epoch 1965 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2693.29 ms [2021-04-22 13:50:03 main:574] : INFO : Epoch 1966 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2693.25 ms [2021-04-22 13:50:06 main:574] : INFO : Epoch 1967 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2692.15 ms [2021-04-22 13:50:09 main:574] : INFO : Epoch 1968 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2694.01 ms [2021-04-22 13:50:11 main:574] : INFO : Epoch 1969 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2692.2 ms [2021-04-22 13:50:14 main:574] : INFO : Epoch 1970 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2698.34 ms [2021-04-22 13:50:17 main:574] : INFO : Epoch 1971 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2695.73 ms [2021-04-22 13:50:19 main:574] : INFO : Epoch 1972 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2697.34 ms [2021-04-22 13:50:22 main:574] : INFO : Epoch 1973 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2698.31 ms [2021-04-22 13:50:25 main:574] : INFO : Epoch 1974 | loss: 0.03125 | val_loss: 0.03125 | Time: 2713.48 ms [2021-04-22 13:50:28 main:574] : INFO : Epoch 1975 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2698.27 ms [2021-04-22 13:50:30 main:574] : INFO : Epoch 1976 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2697.02 ms [2021-04-22 13:50:33 main:574] : INFO : Epoch 1977 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2698.05 ms [2021-04-22 13:50:36 main:574] : INFO : Epoch 1978 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 2692.36 ms [2021-04-22 13:50:38 main:574] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2692.54 ms [2021-04-22 13:50:41 main:574] : INFO : Epoch 1980 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2699.12 ms [2021-04-22 13:50:44 main:574] : INFO : Epoch 1981 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 2694.32 ms [2021-04-22 13:50:47 main:574] : INFO : Epoch 1982 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 2712.06 ms [2021-04-22 13:50:49 main:574] : INFO : Epoch 1983 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 2692.67 ms [2021-04-22 13:50:52 main:574] : INFO : Epoch 1984 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2697.17 ms [2021-04-22 13:50:55 main:574] : INFO : Epoch 1985 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 2694.51 ms [2021-04-22 13:50:57 main:574] : INFO : Epoch 1986 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 2693.04 ms [2021-04-22 13:51:00 main:574] : INFO : Epoch 1987 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 2695.78 ms [2021-04-22 13:51:03 main:574] : INFO : Epoch 1988 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2694.42 ms [2021-04-22 13:51:06 main:574] : INFO : Epoch 1989 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 2695.82 ms [2021-04-22 13:51:08 main:574] : INFO : Epoch 1990 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2694.21 ms [2021-04-22 13:51:11 main:574] : INFO : Epoch 1991 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2696.5 ms [2021-04-22 13:51:14 main:574] : INFO : Epoch 1992 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 2693.71 ms [2021-04-22 13:51:16 main:574] : INFO : Epoch 1993 | loss: 0.0312526 | val_loss: 0.0312505 | Time: 2691.77 ms [2021-04-22 13:51:19 main:574] : INFO : Epoch 1994 | loss: 0.0312516 | val_loss: 0.03125 | Time: 2694.16 ms [2021-04-22 13:51:22 main:574] : INFO : Epoch 1995 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 2693.16 ms [2021-04-22 13:51:25 main:574] : INFO : Epoch 1996 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2697.1 ms [2021-04-22 13:51:27 main:574] : INFO : Epoch 1997 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2693.47 ms [2021-04-22 13:51:30 main:574] : INFO : Epoch 1998 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2698.05 ms [2021-04-22 13:51:33 main:574] : INFO : Epoch 1999 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2691.13 ms [2021-04-22 13:51:35 main:574] : INFO : Epoch 2000 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2691.06 ms [2021-04-22 13:51:38 main:574] : INFO : Epoch 2001 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2693.48 ms [2021-04-22 13:51:41 main:574] : INFO : Epoch 2002 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2692.13 ms [2021-04-22 13:51:44 main:574] : INFO : Epoch 2003 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2695.66 ms [2021-04-22 13:51:46 main:574] : INFO : Epoch 2004 | loss: 0.0312508 | val_loss: 0.03125 | Time: 2692.56 ms [2021-04-22 13:51:49 main:574] : INFO : Epoch 2005 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2697.22 ms [2021-04-22 13:51:52 main:574] : INFO : Epoch 2006 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2694.2 ms [2021-04-22 13:51:54 main:574] : INFO : Epoch 2007 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2695.45 ms [2021-04-22 13:51:57 main:574] : INFO : Epoch 2008 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2691.79 ms [2021-04-22 13:52:00 main:574] : INFO : Epoch 2009 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2692.32 ms [2021-04-22 13:52:03 main:574] : INFO : Epoch 2010 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2696.85 ms [2021-04-22 13:52:05 main:574] : INFO : Epoch 2011 | loss: 0.0312502 | val_loss: 0.0312532 | Time: 2694.69 ms [2021-04-22 13:52:08 main:574] : INFO : Epoch 2012 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2696.18 ms [2021-04-22 13:52:11 main:574] : INFO : Epoch 2013 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2693.44 ms [2021-04-22 13:52:13 main:574] : INFO : Epoch 2014 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2692.43 ms [2021-04-22 13:52:16 main:574] : INFO : Epoch 2015 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2693.87 ms [2021-04-22 13:52:19 main:574] : INFO : Epoch 2016 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2696.77 ms [2021-04-22 13:52:22 main:574] : INFO : Epoch 2017 | loss: 0.0312516 | val_loss: 0.03125 | Time: 2693.15 ms [2021-04-22 13:52:24 main:574] : INFO : Epoch 2018 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2696.28 ms [2021-04-22 13:52:27 main:574] : INFO : Epoch 2019 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2700 ms [2021-04-22 13:52:30 main:574] : INFO : Epoch 2020 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2694.14 ms [2021-04-22 13:52:33 main:574] : INFO : Epoch 2021 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2693.99 ms [2021-04-22 13:52:35 main:574] : INFO : Epoch 2022 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2694.64 ms [2021-04-22 13:52:38 main:574] : INFO : Epoch 2023 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2696.84 ms [2021-04-22 13:52:41 main:574] : INFO : Epoch 2024 | loss: 0.0312502 | val_loss: 0.031252 | Time: 2698.08 ms [2021-04-22 13:52:43 main:574] : INFO : Epoch 2025 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2694.58 ms [2021-04-22 13:52:46 main:574] : INFO : Epoch 2026 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2693.75 ms [2021-04-22 13:52:49 main:574] : INFO : Epoch 2027 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2712.88 ms [2021-04-22 13:52:52 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2692.94 ms [2021-04-22 13:52:54 main:574] : INFO : Epoch 2029 | loss: 0.0312505 | val_loss: 0.031252 | Time: 2697.49 ms [2021-04-22 13:52:57 main:574] : INFO : Epoch 2030 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2694.43 ms [2021-04-22 13:53:00 main:574] : INFO : Epoch 2031 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2698.37 ms [2021-04-22 13:53:02 main:574] : INFO : Epoch 2032 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2693.67 ms [2021-04-22 13:53:05 main:574] : INFO : Epoch 2033 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2693.09 ms [2021-04-22 13:53:08 main:574] : INFO : Epoch 2034 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 2693.25 ms [2021-04-22 13:53:11 main:574] : INFO : Epoch 2035 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2692.37 ms [2021-04-22 13:53:13 main:574] : INFO : Epoch 2036 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2695.43 ms [2021-04-22 13:53:16 main:574] : INFO : Epoch 2037 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2692.98 ms [2021-04-22 13:53:19 main:574] : INFO : Epoch 2038 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2697.52 ms [2021-04-22 13:53:21 main:574] : INFO : Epoch 2039 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2693.24 ms [2021-04-22 13:53:24 main:574] : INFO : Epoch 2040 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2694.42 ms [2021-04-22 13:53:27 main:574] : INFO : Epoch 2041 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2701.88 ms [2021-04-22 13:53:30 main:574] : INFO : Epoch 2042 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2702.44 ms [2021-04-22 13:53:32 main:574] : INFO : Epoch 2043 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2695.91 ms [2021-04-22 13:53:35 main:574] : INFO : Epoch 2044 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2694.8 ms [2021-04-22 13:53:38 main:574] : INFO : Epoch 2045 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2693.46 ms [2021-04-22 13:53:40 main:574] : INFO : Epoch 2046 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2692.46 ms [2021-04-22 13:53:43 main:574] : INFO : Epoch 2047 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2693.34 ms [2021-04-22 13:53:46 main:574] : INFO : Epoch 2048 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2702.11 ms [2021-04-22 13:53:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312499 [2021-04-22 13:53:46 main:603] : INFO : Saving end state to config to file [2021-04-22 13:53:46 main:608] : INFO : Success, exiting.. 13:53:46 (7048): 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)