Task 11093688
| Name | ParityModified-1639965051-21842-2-0_0 |
| Workunit | 8377191 |
| Created | 26 Jan 2022, 21:41:31 UTC |
| Sent | 12 Feb 2022, 11:19:22 UTC |
| Report deadline | 20 Feb 2022, 11:19:22 UTC |
| Received | 13 Feb 2022, 23:42:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 4 hours 49 min 42 sec |
| CPU time | 4 hours 21 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 13 23:37:42 main:574] : INFO : Epoch 1542 | loss: 0.0319297 | val_loss: 0.0343949 | Time: 7379.95 ms [2022-02-13 23:37:49 main:574] : INFO : Epoch 1543 | loss: 0.0317118 | val_loss: 0.0313544 | Time: 7367.88 ms [2022-02-13 23:37:57 main:574] : INFO : Epoch 1544 | loss: 0.031296 | val_loss: 0.031269 | Time: 7381.34 ms [2022-02-13 23:38:04 main:574] : INFO : Epoch 1545 | loss: 0.0312582 | val_loss: 0.0312519 | Time: 7260.97 ms [2022-02-13 23:38:12 main:574] : INFO : Epoch 1546 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 7637.8 ms [2022-02-13 23:38:19 main:574] : INFO : Epoch 1547 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 7235.95 ms [2022-02-13 23:38:26 main:574] : INFO : Epoch 1548 | loss: 0.031252 | val_loss: 0.0312522 | Time: 7351.36 ms [2022-02-13 23:38:34 main:574] : INFO : Epoch 1549 | loss: 0.0312541 | val_loss: 0.0312517 | Time: 7300.27 ms [2022-02-13 23:38:41 main:574] : INFO : Epoch 1550 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 7364.04 ms [2022-02-13 23:38:49 main:574] : INFO : Epoch 1551 | loss: 0.0312509 | val_loss: 0.031251 | Time: 7269.48 ms [2022-02-13 23:38:56 main:574] : INFO : Epoch 1552 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 7314.34 ms [2022-02-13 23:39:03 main:574] : INFO : Epoch 1553 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 7438.7 ms [2022-02-13 23:39:11 main:574] : INFO : Epoch 1554 | loss: 0.0312508 | val_loss: 0.031251 | Time: 7275.42 ms [2022-02-13 23:39:18 main:574] : INFO : Epoch 1555 | loss: 0.0312521 | val_loss: 0.0312529 | Time: 7427.82 ms [2022-02-13 23:39:25 main:574] : INFO : Epoch 1556 | loss: 0.031252 | val_loss: 0.0312505 | Time: 7223.22 ms [2022-02-13 23:39:33 main:574] : INFO : Epoch 1557 | loss: 0.0312517 | val_loss: 0.0312526 | Time: 7273.35 ms [2022-02-13 23:39:40 main:574] : INFO : Epoch 1558 | loss: 0.0312513 | val_loss: 0.031253 | Time: 7350.05 ms [2022-02-13 23:39:48 main:574] : INFO : Epoch 1559 | loss: 0.031251 | val_loss: 0.0312505 | Time: 7273.09 ms [2022-02-13 23:39:55 main:574] : INFO : Epoch 1560 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 7241.43 ms [2022-02-13 23:40:03 main:574] : INFO : Epoch 1561 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 7653.32 ms [2022-02-13 23:40:10 main:574] : INFO : Epoch 1562 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 7246.85 ms [2022-02-13 23:40:17 main:574] : INFO : Epoch 1563 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 7453.28 ms [2022-02-13 23:40:25 main:574] : INFO : Epoch 1564 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 7249.31 ms [2022-02-13 23:40:32 main:574] : INFO : Epoch 1565 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 7332.02 ms [2022-02-13 23:40:39 main:574] : INFO : Epoch 1566 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 7340.93 ms [2022-02-13 23:40:47 main:574] : INFO : Epoch 1567 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 7324.65 ms [2022-02-13 23:40:54 main:574] : INFO : Epoch 1568 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 7453.87 ms [2022-02-13 23:41:02 main:574] : INFO : Epoch 1569 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 7317.13 ms [2022-02-13 23:41:09 main:574] : INFO : Epoch 1570 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 7279.74 ms [2022-02-13 23:41:16 main:574] : INFO : Epoch 1571 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 7340.59 ms [2022-02-13 23:41:24 main:574] : INFO : Epoch 1572 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 7368.74 ms [2022-02-13 23:41:31 main:574] : INFO : Epoch 1573 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 7453.86 ms [2022-02-13 23:41:39 main:574] : INFO : Epoch 1574 | loss: 0.031251 | val_loss: 0.0312506 | Time: 7279.34 ms [2022-02-13 23:41:46 main:574] : INFO : Epoch 1575 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 7219.82 ms [2022-02-13 23:41:54 main:574] : INFO : Epoch 1576 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 7539.06 ms [2022-02-13 23:42:01 main:574] : INFO : Epoch 1577 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 7316.28 ms [2022-02-13 23:42:08 main:574] : INFO : Epoch 1578 | loss: 0.03125 | val_loss: 0.03125 | Time: 7306.46 ms [2022-02-13 23:42:16 main:574] : INFO : Epoch 1579 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 7238.95 ms [2022-02-13 23:42:23 main:574] : INFO : Epoch 1580 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 7450.52 ms [2022-02-13 23:42:31 main:574] : INFO : Epoch 1581 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 7426.25 ms [2022-02-13 23:42:38 main:574] : INFO : Epoch 1582 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 7350.66 ms [2022-02-13 23:42:45 main:574] : INFO : Epoch 1583 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 7332.77 ms [2022-02-13 23:42:53 main:574] : INFO : Epoch 1584 | loss: 0.0312511 | val_loss: 0.03125 | Time: 7267.28 ms [2022-02-13 23:43:00 main:574] : INFO : Epoch 1585 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 7309.11 ms [2022-02-13 23:43:07 main:574] : INFO : Epoch 1586 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 7286.39 ms [2022-02-13 23:43:15 main:574] : INFO : Epoch 1587 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 7220.97 ms [2022-02-13 23:43:22 main:574] : INFO : Epoch 1588 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 7362.23 ms [2022-02-13 23:43:29 main:574] : INFO : Epoch 1589 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 7350.23 ms [2022-02-13 23:43:37 main:574] : INFO : Epoch 1590 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 7534.48 ms [2022-02-13 23:43:45 main:574] : INFO : Epoch 1591 | loss: 0.0312502 | val_loss: 0.03125 | Time: 7484.31 ms [2022-02-13 23:43:52 main:574] : INFO : Epoch 1592 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 7309.05 ms [2022-02-13 23:43:59 main:574] : INFO : Epoch 1593 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 7268.64 ms [2022-02-13 23:44:07 main:574] : INFO : Epoch 1594 | loss: 0.0312502 | val_loss: 0.03125 | Time: 7421.85 ms [2022-02-13 23:44:14 main:574] : INFO : Epoch 1595 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 7320.59 ms [2022-02-13 23:44:21 main:574] : INFO : Epoch 1596 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 7206.65 ms [2022-02-13 23:44:29 main:574] : INFO : Epoch 1597 | loss: 0.03125 | val_loss: 0.0312506 | Time: 7339.33 ms [2022-02-13 23:44:36 main:574] : INFO : Epoch 1598 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 7266.46 ms [2022-02-13 23:44:43 main:574] : INFO : Epoch 1599 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 7289.15 ms [2022-02-13 23:44:51 main:574] : INFO : Epoch 1600 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 7274.62 ms [2022-02-13 23:44:58 main:574] : INFO : Epoch 1601 | loss: 0.03125 | val_loss: 0.0312506 | Time: 7423.78 ms [2022-02-13 23:45:06 main:574] : INFO : Epoch 1602 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 7279.22 ms [2022-02-13 23:45:13 main:574] : INFO : Epoch 1603 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 7215.94 ms [2022-02-13 23:45:21 main:574] : INFO : Epoch 1604 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 7576.44 ms [2022-02-13 23:45:28 main:574] : INFO : Epoch 1605 | loss: 0.03125 | val_loss: 0.0312508 | Time: 7361.79 ms [2022-02-13 23:45:35 main:574] : INFO : Epoch 1606 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 7393.73 ms [2022-02-13 23:45:43 main:574] : INFO : Epoch 1607 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 7312.46 ms [2022-02-13 23:45:50 main:574] : INFO : Epoch 1608 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 7264.64 ms [2022-02-13 23:45:58 main:574] : INFO : Epoch 1609 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 7369.79 ms [2022-02-13 23:46:05 main:574] : INFO : Epoch 1610 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 7373.27 ms [2022-02-13 23:46:12 main:574] : INFO : Epoch 1611 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 7337.58 ms [2022-02-13 23:46:20 main:574] : INFO : Epoch 1612 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 7441.76 ms [2022-02-13 23:46:27 main:574] : INFO : Epoch 1613 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 7317.11 ms [2022-02-13 23:46:35 main:574] : INFO : Epoch 1614 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 7263.62 ms [2022-02-13 23:46:42 main:574] : INFO : Epoch 1615 | loss: 0.0312503 | val_loss: 0.0312524 | Time: 7321.41 ms [2022-02-13 23:46:49 main:574] : INFO : Epoch 1616 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 7301.87 ms [2022-02-13 23:46:57 main:574] : INFO : Epoch 1617 | loss: 0.03125 | val_loss: 0.0312504 | Time: 7292.53 ms [2022-02-13 23:47:04 main:574] : INFO : Epoch 1618 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 7443.21 ms [2022-02-13 23:47:12 main:574] : INFO : Epoch 1619 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 7757.8 ms [2022-02-13 23:47:19 main:574] : INFO : Epoch 1620 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 7332.38 ms [2022-02-13 23:47:27 main:574] : INFO : Epoch 1621 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 7411.18 ms [2022-02-13 23:47:34 main:574] : INFO : Epoch 1622 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 7236.8 ms [2022-02-13 23:47:41 main:574] : INFO : Epoch 1623 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 7244.02 ms [2022-02-13 23:47:49 main:574] : INFO : Epoch 1624 | loss: 0.0312499 | val_loss: 0.03125 | Time: 7323.47 ms [2022-02-13 23:47:56 main:574] : INFO : Epoch 1625 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 7385.72 ms [2022-02-13 23:48:04 main:574] : INFO : Epoch 1626 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 7265.21 ms [2022-02-13 23:48:11 main:574] : INFO : Epoch 1627 | loss: 0.0312498 | val_loss: 0.03125 | Time: 7287.41 ms [2022-02-13 23:48:18 main:574] : INFO : Epoch 1628 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 7419.92 ms [2022-02-13 23:48:26 main:574] : INFO : Epoch 1629 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 7190.1 ms [2022-02-13 23:48:33 main:574] : INFO : Epoch 1630 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 7253.13 ms [2022-02-13 23:48:40 main:574] : INFO : Epoch 1631 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 7449.3 ms [2022-02-13 23:48:48 main:574] : INFO : Epoch 1632 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 7419.76 ms [2022-02-13 23:48:55 main:574] : INFO : Epoch 1633 | loss: 0.0312502 | val_loss: 0.031251 | Time: 7337.31 ms [2022-02-13 23:49:03 main:574] : INFO : Epoch 1634 | loss: 0.0312512 | val_loss: 0.0312522 | Time: 7359.14 ms [2022-02-13 23:49:10 main:574] : INFO : Epoch 1635 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 7344.28 ms [2022-02-13 23:49:17 main:574] : INFO : Epoch 1636 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 7331.58 ms [2022-02-13 23:49:25 main:574] : INFO : Epoch 1637 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 7239.24 ms [2022-02-13 23:49:32 main:574] : INFO : Epoch 1638 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 7343.13 ms [2022-02-13 23:49:40 main:574] : INFO : Epoch 1639 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 7651.63 ms [2022-02-13 23:49:47 main:574] : INFO : Epoch 1640 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 7309.98 ms [2022-02-13 23:49:55 main:574] : INFO : Epoch 1641 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 7285.12 ms [2022-02-13 23:50:02 main:574] : INFO : Epoch 1642 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 7353.66 ms [2022-02-13 23:50:09 main:574] : INFO : Epoch 1643 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 7394.55 ms [2022-02-13 23:50:17 main:574] : INFO : Epoch 1644 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 7342.81 ms [2022-02-13 23:50:24 main:574] : INFO : Epoch 1645 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 7371.9 ms [2022-02-13 23:50:32 main:574] : INFO : Epoch 1646 | loss: 0.03125 | val_loss: 0.0312503 | Time: 7366.38 ms [2022-02-13 23:50:39 main:574] : INFO : Epoch 1647 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 7291.26 ms [2022-02-13 23:50:46 main:574] : INFO : Epoch 1648 | loss: 0.0312504 | val_loss: 0.0312537 | Time: 7243.69 ms [2022-02-13 23:50:54 main:574] : INFO : Epoch 1649 | loss: 0.0312522 | val_loss: 0.0312499 | Time: 7430.75 ms [2022-02-13 23:51:01 main:574] : INFO : Epoch 1650 | loss: 0.03125 | val_loss: 0.0312499 | Time: 7369.35 ms [2022-02-13 23:51:09 main:574] : INFO : Epoch 1651 | loss: 0.03125 | val_loss: 0.0312504 | Time: 7350.25 ms [2022-02-13 23:51:16 main:574] : INFO : Epoch 1652 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 7331.36 ms [2022-02-13 23:51:24 main:574] : INFO : Epoch 1653 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 7528.75 ms [2022-02-13 23:51:31 main:574] : INFO : Epoch 1654 | loss: 0.0312515 | val_loss: 0.031251 | Time: 7372.78 ms [2022-02-13 23:51:38 main:574] : INFO : Epoch 1655 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 7285.89 ms [2022-02-13 23:51:46 main:574] : INFO : Epoch 1656 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 7340.74 ms [2022-02-13 23:51:53 main:574] : INFO : Epoch 1657 | loss: 0.0312501 | val_loss: 0.03125 | Time: 7344.28 ms [2022-02-13 23:52:01 main:574] : INFO : Epoch 1658 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 7314.61 ms [2022-02-13 23:52:08 main:574] : INFO : Epoch 1659 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 7393.83 ms [2022-02-13 23:52:15 main:574] : INFO : Epoch 1660 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 7300.44 ms [2022-02-13 23:52:23 main:574] : INFO : Epoch 1661 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 7280.35 ms [2022-02-13 23:52:30 main:574] : INFO : Epoch 1662 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 7285.09 ms [2022-02-13 23:52:37 main:574] : INFO : Epoch 1663 | loss: 0.0312501 | val_loss: 0.03125 | Time: 7343.14 ms [2022-02-13 23:52:45 main:574] : INFO : Epoch 1664 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 7321.37 ms [2022-02-13 23:52:52 main:574] : INFO : Epoch 1665 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 7363.15 ms [2022-02-13 23:53:00 main:574] : INFO : Epoch 1666 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 7335.65 ms [2022-02-13 23:53:07 main:574] : INFO : Epoch 1667 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 7555.65 ms [2022-02-13 23:53:15 main:574] : INFO : Epoch 1668 | loss: 0.03125 | val_loss: 0.0312496 | Time: 7582.6 ms [2022-02-13 23:53:22 main:574] : INFO : Epoch 1669 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 7487.48 ms [2022-02-13 23:53:30 main:574] : INFO : Epoch 1670 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 7311.36 ms [2022-02-13 23:53:37 main:574] : INFO : Epoch 1671 | loss: 0.0312502 | val_loss: 0.03125 | Time: 7347.98 ms [2022-02-13 23:53:45 main:574] : INFO : Epoch 1672 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 7291.51 ms [2022-02-13 23:53:52 main:574] : INFO : Epoch 1673 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 7355.78 ms [2022-02-13 23:53:59 main:574] : INFO : Epoch 1674 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 7356.66 ms [2022-02-13 23:54:07 main:574] : INFO : Epoch 1675 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 7315.63 ms [2022-02-13 23:54:14 main:574] : INFO : Epoch 1676 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 7362.31 ms [2022-02-13 23:54:22 main:574] : INFO : Epoch 1677 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 7260.92 ms [2022-02-13 23:54:29 main:574] : INFO : Epoch 1678 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 7429 ms [2022-02-13 23:54:36 main:574] : INFO : Epoch 1679 | loss: 0.0312502 | val_loss: 0.0312532 | Time: 7324.49 ms [2022-02-13 23:54:44 main:574] : INFO : Epoch 1680 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 7377.76 ms [2022-02-13 23:54:51 main:574] : INFO : Epoch 1681 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 7340.87 ms [2022-02-13 23:54:59 main:574] : INFO : Epoch 1682 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 7543.5 ms [2022-02-13 23:55:07 main:574] : INFO : Epoch 1683 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 7738.89 ms [2022-02-13 23:55:14 main:574] : INFO : Epoch 1684 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 7299.97 ms [2022-02-13 23:55:21 main:574] : INFO : Epoch 1685 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 7410.76 ms [2022-02-13 23:55:29 main:574] : INFO : Epoch 1686 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 7357.99 ms [2022-02-13 23:55:36 main:574] : INFO : Epoch 1687 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 7253.02 ms [2022-02-13 23:55:44 main:574] : INFO : Epoch 1688 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 7437.36 ms [2022-02-13 23:55:51 main:574] : INFO : Epoch 1689 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 7437.27 ms [2022-02-13 23:55:59 main:574] : INFO : Epoch 1690 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 7337.13 ms [2022-02-13 23:56:06 main:574] : INFO : Epoch 1691 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 7436.01 ms [2022-02-13 23:56:13 main:574] : INFO : Epoch 1692 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 7383.96 ms [2022-02-13 23:56:21 main:574] : INFO : Epoch 1693 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 7328.94 ms [2022-02-13 23:56:28 main:574] : INFO : Epoch 1694 | loss: 0.0312509 | val_loss: 0.031253 | Time: 7403.27 ms [2022-02-13 23:56:36 main:574] : INFO : Epoch 1695 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 7678.15 ms [2022-02-13 23:56:44 main:574] : INFO : Epoch 1696 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 7516.22 ms [2022-02-13 23:56:51 main:574] : INFO : Epoch 1697 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 7604.72 ms [2022-02-13 23:56:59 main:574] : INFO : Epoch 1698 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 7369.99 ms [2022-02-13 23:57:06 main:574] : INFO : Epoch 1699 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 7276.03 ms [2022-02-13 23:57:13 main:574] : INFO : Epoch 1700 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 7388.3 ms [2022-02-13 23:57:21 main:574] : INFO : Epoch 1701 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 7299.86 ms [2022-02-13 23:57:28 main:574] : INFO : Epoch 1702 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 7286.54 ms [2022-02-13 23:57:36 main:574] : INFO : Epoch 1703 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 7412.49 ms [2022-02-13 23:57:43 main:574] : INFO : Epoch 1704 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 7395.39 ms [2022-02-13 23:57:51 main:574] : INFO : Epoch 1705 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 7424.51 ms [2022-02-13 23:57:58 main:574] : INFO : Epoch 1706 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 7293.15 ms [2022-02-13 23:58:05 main:574] : INFO : Epoch 1707 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 7270.99 ms [2022-02-13 23:58:13 main:574] : INFO : Epoch 1708 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 7381.53 ms [2022-02-13 23:58:20 main:574] : INFO : Epoch 1709 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 7318.77 ms [2022-02-13 23:58:27 main:574] : INFO : Epoch 1710 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 7237.18 ms [2022-02-13 23:58:35 main:574] : INFO : Epoch 1711 | loss: 0.0312499 | val_loss: 0.031252 | Time: 7446.92 ms [2022-02-13 23:58:42 main:574] : INFO : Epoch 1712 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 7294.09 ms [2022-02-13 23:58:49 main:574] : INFO : Epoch 1713 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 7226.59 ms [2022-02-13 23:58:57 main:574] : INFO : Epoch 1714 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 7349.89 ms [2022-02-13 23:59:04 main:574] : INFO : Epoch 1715 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 7389.27 ms [2022-02-13 23:59:12 main:574] : INFO : Epoch 1716 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 7277.17 ms [2022-02-13 23:59:19 main:574] : INFO : Epoch 1717 | loss: 0.0312496 | val_loss: 0.031249 | Time: 7358.01 ms [2022-02-13 23:59:27 main:574] : INFO : Epoch 1718 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 7445.07 ms [2022-02-13 23:59:34 main:574] : INFO : Epoch 1719 | loss: 0.031249 | val_loss: 0.0312493 | Time: 7446.32 ms [2022-02-13 23:59:41 main:574] : INFO : Epoch 1720 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 7258.83 ms [2022-02-13 23:59:49 main:574] : INFO : Epoch 1721 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 7427.87 ms [2022-02-13 23:59:56 main:574] : INFO : Epoch 1722 | loss: 0.0312498 | val_loss: 0.0312522 | Time: 7169.49 ms [2022-02-14 00:00:03 main:574] : INFO : Epoch 1723 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 7343.19 ms [2022-02-14 00:00:11 main:574] : INFO : Epoch 1724 | loss: 0.0312506 | val_loss: 0.0312493 | Time: 7329.16 ms [2022-02-14 00:00:19 main:574] : INFO : Epoch 1725 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 7620.34 ms [2022-02-14 00:00:26 main:574] : INFO : Epoch 1726 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 7429.45 ms [2022-02-14 00:00:33 main:574] : INFO : Epoch 1727 | loss: 0.031249 | val_loss: 0.0312502 | Time: 7282.66 ms [2022-02-14 00:00:41 main:574] : INFO : Epoch 1728 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 7399.28 ms [2022-02-14 00:00:48 main:574] : INFO : Epoch 1729 | loss: 0.0312491 | val_loss: 0.031249 | Time: 7214.59 ms [2022-02-14 00:00:55 main:574] : INFO : Epoch 1730 | loss: 0.0312494 | val_loss: 0.031249 | Time: 7249.82 ms [2022-02-14 00:01:03 main:574] : INFO : Epoch 1731 | loss: 0.03125 | val_loss: 0.0312501 | Time: 7495.42 ms [2022-02-14 00:01:10 main:574] : INFO : Epoch 1732 | loss: 0.0312494 | val_loss: 0.031249 | Time: 7319.39 ms [2022-02-14 00:01:18 main:574] : INFO : Epoch 1733 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 7293.66 ms [2022-02-14 00:01:25 main:574] : INFO : Epoch 1734 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 7380.17 ms [2022-02-14 00:01:33 main:574] : INFO : Epoch 1735 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 7584.33 ms [2022-02-14 00:01:40 main:574] : INFO : Epoch 1736 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 7320.6 ms [2022-02-14 00:01:48 main:574] : INFO : Epoch 1737 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 7431.94 ms [2022-02-14 00:01:55 main:574] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 7459.04 ms [2022-02-14 00:02:02 main:574] : INFO : Epoch 1739 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 7205.17 ms [2022-02-14 00:02:10 main:574] : INFO : Epoch 1740 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 7098.83 ms [2022-02-14 00:02:17 main:574] : INFO : Epoch 1741 | loss: 0.031249 | val_loss: 0.0312509 | Time: 7181.31 ms [2022-02-14 00:02:24 main:574] : INFO : Epoch 1742 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 7138.7 ms [2022-02-14 00:02:31 main:574] : INFO : Epoch 1743 | loss: 0.0312496 | val_loss: 0.0312549 | Time: 7150.27 ms [2022-02-14 00:02:39 main:574] : INFO : Epoch 1744 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 7253.62 ms [2022-02-14 00:02:46 main:574] : INFO : Epoch 1745 | loss: 0.0312504 | val_loss: 0.0312492 | Time: 7319.61 ms [2022-02-14 00:02:54 main:574] : INFO : Epoch 1746 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 7425.79 ms [2022-02-14 00:03:01 main:574] : INFO : Epoch 1747 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 7293.6 ms [2022-02-14 00:03:08 main:574] : INFO : Epoch 1748 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 7146.1 ms [2022-02-14 00:03:16 main:574] : INFO : Epoch 1749 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 7277.48 ms [2022-02-14 00:03:23 main:574] : INFO : Epoch 1750 | loss: 0.0312492 | val_loss: 0.0312515 | Time: 7320.44 ms [2022-02-14 00:03:30 main:574] : INFO : Epoch 1751 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 6792.86 ms [2022-02-14 00:03:37 main:574] : INFO : Epoch 1752 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 6784.66 ms [2022-02-14 00:03:44 main:574] : INFO : Epoch 1753 | loss: 0.0312505 | val_loss: 0.0312494 | Time: 6724.14 ms [2022-02-14 00:03:51 main:574] : INFO : Epoch 1754 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 6742.7 ms [2022-02-14 00:03:58 main:574] : INFO : Epoch 1755 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 6804.18 ms [2022-02-14 00:04:05 main:574] : INFO : Epoch 1756 | loss: 0.0312494 | val_loss: 0.03125 | Time: 6698.29 ms [2022-02-14 00:04:13 main:574] : INFO : Epoch 1757 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 6759.96 ms [2022-02-14 00:04:20 main:574] : INFO : Epoch 1758 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 6670.12 ms [2022-02-14 00:04:27 main:574] : INFO : Epoch 1759 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 6849.34 ms [2022-02-14 00:04:34 main:574] : INFO : Epoch 1760 | loss: 0.0312488 | val_loss: 0.031249 | Time: 7035.39 ms [2022-02-14 00:04:41 main:574] : INFO : Epoch 1761 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 6955.38 ms [2022-02-14 00:04:48 main:574] : INFO : Epoch 1762 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 6944.88 ms [2022-02-14 00:04:56 main:574] : INFO : Epoch 1763 | loss: 0.0312511 | val_loss: 0.0312493 | Time: 7479.33 ms [2022-02-14 00:05:03 main:574] : INFO : Epoch 1764 | loss: 0.0312507 | val_loss: 0.0312548 | Time: 6999.83 ms [2022-02-14 00:05:10 main:574] : INFO : Epoch 1765 | loss: 0.0312502 | val_loss: 0.031249 | Time: 7034.01 ms [2022-02-14 00:05:17 main:574] : INFO : Epoch 1766 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 7121.2 ms [2022-02-14 00:05:24 main:574] : INFO : Epoch 1767 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 7132.25 ms [2022-02-14 00:05:31 main:574] : INFO : Epoch 1768 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 7042.08 ms [2022-02-14 00:05:39 main:574] : INFO : Epoch 1769 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 7002.37 ms [2022-02-14 00:05:46 main:574] : INFO : Epoch 1770 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 7124.56 ms [2022-02-14 00:05:53 main:574] : INFO : Epoch 1771 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 6969.07 ms [2022-02-14 00:06:00 main:574] : INFO : Epoch 1772 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 7048.28 ms [2022-02-14 00:06:07 main:574] : INFO : Epoch 1773 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 6961.19 ms [2022-02-14 00:06:14 main:574] : INFO : Epoch 1774 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 7092.5 ms [2022-02-14 00:06:21 main:574] : INFO : Epoch 1775 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 7151.09 ms [2022-02-14 00:06:28 main:574] : INFO : Epoch 1776 | loss: 0.0312485 | val_loss: 0.0312544 | Time: 7079.02 ms [2022-02-14 00:06:36 main:574] : INFO : Epoch 1777 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 7120.59 ms [2022-02-14 00:06:43 main:574] : INFO : Epoch 1778 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 7095.09 ms [2022-02-14 00:06:50 main:574] : INFO : Epoch 1779 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 6920.9 ms [2022-02-14 00:06:57 main:574] : INFO : Epoch 1780 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 7225.1 ms [2022-02-14 00:07:04 main:574] : INFO : Epoch 1781 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 7299.45 ms [2022-02-14 00:07:12 main:574] : INFO : Epoch 1782 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 7024.27 ms [2022-02-14 00:07:19 main:574] : INFO : Epoch 1783 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 7021.25 ms [2022-02-14 00:07:26 main:574] : INFO : Epoch 1784 | loss: 0.0312488 | val_loss: 0.031249 | Time: 6954.17 ms [2022-02-14 00:07:33 main:574] : INFO : Epoch 1785 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 7037.87 ms [2022-02-14 00:07:40 main:574] : INFO : Epoch 1786 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 6980.75 ms [2022-02-14 00:07:47 main:574] : INFO : Epoch 1787 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 7116.62 ms [2022-02-14 00:07:54 main:574] : INFO : Epoch 1788 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 7094.73 ms [2022-02-14 00:08:01 main:574] : INFO : Epoch 1789 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 7129.15 ms [2022-02-14 00:08:08 main:574] : INFO : Epoch 1790 | loss: 0.0312482 | val_loss: 0.0312513 | Time: 7051.29 ms [2022-02-14 00:08:16 main:574] : INFO : Epoch 1791 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 7150.96 ms [2022-02-14 00:08:23 main:574] : INFO : Epoch 1792 | loss: 0.0312487 | val_loss: 0.0312504 | Time: 7108.42 ms [2022-02-14 00:08:30 main:574] : INFO : Epoch 1793 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 6934.61 ms [2022-02-14 00:08:37 main:574] : INFO : Epoch 1794 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 6995.82 ms [2022-02-14 00:08:44 main:574] : INFO : Epoch 1795 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 7042.05 ms [2022-02-14 00:08:51 main:574] : INFO : Epoch 1796 | loss: 0.0312491 | val_loss: 0.031249 | Time: 6993.05 ms [2022-02-14 00:08:58 main:574] : INFO : Epoch 1797 | loss: 0.0312482 | val_loss: 0.0312508 | Time: 6991.57 ms [2022-02-14 00:09:05 main:574] : INFO : Epoch 1798 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 6968.63 ms [2022-02-14 00:09:12 main:574] : INFO : Epoch 1799 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 7094.07 ms [2022-02-14 00:09:19 main:574] : INFO : Epoch 1800 | loss: 0.031248 | val_loss: 0.031251 | Time: 7039.59 ms [2022-02-14 00:09:27 main:574] : INFO : Epoch 1801 | loss: 0.0312501 | val_loss: 0.0312487 | Time: 7194.67 ms [2022-02-14 00:09:34 main:574] : INFO : Epoch 1802 | loss: 0.0312486 | val_loss: 0.031249 | Time: 7376.08 ms [2022-02-14 00:09:41 main:574] : INFO : Epoch 1803 | loss: 0.031249 | val_loss: 0.0312481 | Time: 7100.78 ms [2022-02-14 00:09:48 main:574] : INFO : Epoch 1804 | loss: 0.0312482 | val_loss: 0.031248 | Time: 6879.62 ms [2022-02-14 00:09:55 main:574] : INFO : Epoch 1805 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 7036.71 ms [2022-02-14 00:10:02 main:574] : INFO : Epoch 1806 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 7038.35 ms [2022-02-14 00:10:09 main:574] : INFO : Epoch 1807 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 6965.89 ms [2022-02-14 00:10:16 main:574] : INFO : Epoch 1808 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 7008.62 ms [2022-02-14 00:10:23 main:574] : INFO : Epoch 1809 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 6974.52 ms [2022-02-14 00:10:31 main:574] : INFO : Epoch 1810 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 7099.96 ms [2022-02-14 00:10:38 main:574] : INFO : Epoch 1811 | loss: 0.031248 | val_loss: 0.0312501 | Time: 7149.66 ms [2022-02-14 00:10:45 main:574] : INFO : Epoch 1812 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 7121.78 ms [2022-02-14 00:10:52 main:574] : INFO : Epoch 1813 | loss: 0.0312488 | val_loss: 0.0312508 | Time: 7057.94 ms [2022-02-14 00:10:59 main:574] : INFO : Epoch 1814 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 6947.11 ms [2022-02-14 00:11:06 main:574] : INFO : Epoch 1815 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 7073.44 ms [2022-02-14 00:11:13 main:574] : INFO : Epoch 1816 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 6967.6 ms [2022-02-14 00:11:20 main:574] : INFO : Epoch 1817 | loss: 0.0312513 | val_loss: 0.0312493 | Time: 6741.57 ms [2022-02-14 00:11:27 main:574] : INFO : Epoch 1818 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 6995.17 ms [2022-02-14 00:11:34 main:574] : INFO : Epoch 1819 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 6716.66 ms [2022-02-14 00:11:41 main:574] : INFO : Epoch 1820 | loss: 0.0312485 | val_loss: 0.0312508 | Time: 6817.09 ms [2022-02-14 00:11:48 main:574] : INFO : Epoch 1821 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 6803.82 ms [2022-02-14 00:11:55 main:574] : INFO : Epoch 1822 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 6936.57 ms [2022-02-14 00:12:02 main:574] : INFO : Epoch 1823 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 6834.03 ms [2022-02-14 00:12:08 main:574] : INFO : Epoch 1824 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 6830.19 ms [2022-02-14 00:12:15 main:574] : INFO : Epoch 1825 | loss: 0.0312484 | val_loss: 0.031249 | Time: 6852.4 ms [2022-02-14 00:12:22 main:574] : INFO : Epoch 1826 | loss: 0.0312495 | val_loss: 0.03125 | Time: 6839.67 ms [2022-02-14 00:12:29 main:574] : INFO : Epoch 1827 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 6837.49 ms [2022-02-14 00:12:36 main:574] : INFO : Epoch 1828 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 6819.91 ms [2022-02-14 00:12:43 main:574] : INFO : Epoch 1829 | loss: 0.0312479 | val_loss: 0.03125 | Time: 6814.19 ms [2022-02-14 00:12:50 main:574] : INFO : Epoch 1830 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 6937.86 ms [2022-02-14 00:12:57 main:574] : INFO : Epoch 1831 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 6932.21 ms [2022-02-14 00:13:04 main:574] : INFO : Epoch 1832 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 6797.17 ms [2022-02-14 00:13:10 main:574] : INFO : Epoch 1833 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 6683.58 ms [2022-02-14 00:13:17 main:574] : INFO : Epoch 1834 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 6959.13 ms [2022-02-14 00:13:25 main:574] : INFO : Epoch 1835 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 7047.99 ms [2022-02-14 00:13:32 main:574] : INFO : Epoch 1836 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 7238.02 ms [2022-02-14 00:13:39 main:574] : INFO : Epoch 1837 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 7293.75 ms [2022-02-14 00:13:46 main:574] : INFO : Epoch 1838 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 6799.7 ms [2022-02-14 00:13:53 main:574] : INFO : Epoch 1839 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 6808.86 ms [2022-02-14 00:14:00 main:574] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 6798.38 ms [2022-02-14 00:14:07 main:574] : INFO : Epoch 1841 | loss: 0.0312489 | val_loss: 0.031249 | Time: 6893.41 ms [2022-02-14 00:14:14 main:574] : INFO : Epoch 1842 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 7160.17 ms [2022-02-14 00:14:21 main:574] : INFO : Epoch 1843 | loss: 0.0312509 | val_loss: 0.0312492 | Time: 6913.58 ms [2022-02-14 00:14:28 main:574] : INFO : Epoch 1844 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 7017.8 ms [2022-02-14 00:14:35 main:574] : INFO : Epoch 1845 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 7099.05 ms [2022-02-14 00:14:42 main:574] : INFO : Epoch 1846 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 7060.38 ms [2022-02-14 00:14:49 main:574] : INFO : Epoch 1847 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 7132.86 ms [2022-02-14 00:14:57 main:574] : INFO : Epoch 1848 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 7177.14 ms [2022-02-14 00:15:04 main:574] : INFO : Epoch 1849 | loss: 0.031252 | val_loss: 0.0312502 | Time: 6937.73 ms [2022-02-14 00:15:11 main:574] : INFO : Epoch 1850 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 6837.98 ms [2022-02-14 00:15:17 main:574] : INFO : Epoch 1851 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 6701.11 ms [2022-02-14 00:15:24 main:574] : INFO : Epoch 1852 | loss: 0.0312493 | val_loss: 0.0312519 | Time: 6767 ms [2022-02-14 00:15:31 main:574] : INFO : Epoch 1853 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 7025.67 ms [2022-02-14 00:15:38 main:574] : INFO : Epoch 1854 | loss: 0.0312481 | val_loss: 0.0312486 | Time: 6758.08 ms [2022-02-14 00:15:45 main:574] : INFO : Epoch 1855 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 7003.9 ms [2022-02-14 00:15:52 main:574] : INFO : Epoch 1856 | loss: 0.031248 | val_loss: 0.0312498 | Time: 6967.62 ms [2022-02-14 00:15:59 main:574] : INFO : Epoch 1857 | loss: 0.0312483 | val_loss: 0.031252 | Time: 6928.18 ms [2022-02-14 00:16:06 main:574] : INFO : Epoch 1858 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 7124.72 ms [2022-02-14 00:16:13 main:574] : INFO : Epoch 1859 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 6766.88 ms [2022-02-14 00:16:20 main:574] : INFO : Epoch 1860 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 6601.41 ms [2022-02-14 00:16:27 main:574] : INFO : Epoch 1861 | loss: 0.0312482 | val_loss: 0.031248 | Time: 6873.08 ms [2022-02-14 00:16:34 main:574] : INFO : Epoch 1862 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 6843.39 ms [2022-02-14 00:16:41 main:574] : INFO : Epoch 1863 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 6960.22 ms [2022-02-14 00:16:48 main:574] : INFO : Epoch 1864 | loss: 0.0312487 | val_loss: 0.031248 | Time: 7006.62 ms [2022-02-14 00:16:55 main:574] : INFO : Epoch 1865 | loss: 0.0312489 | val_loss: 0.0312541 | Time: 6986.87 ms [2022-02-14 00:17:02 main:574] : INFO : Epoch 1866 | loss: 0.0312517 | val_loss: 0.0312495 | Time: 7006 ms [2022-02-14 00:17:09 main:574] : INFO : Epoch 1867 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 6874.05 ms [2022-02-14 00:17:16 main:574] : INFO : Epoch 1868 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 6877.01 ms [2022-02-14 00:17:22 main:574] : INFO : Epoch 1869 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 6733.08 ms [2022-02-14 00:17:29 main:574] : INFO : Epoch 1870 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 6777.03 ms [2022-02-14 00:17:36 main:574] : INFO : Epoch 1871 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 6953.23 ms [2022-02-14 00:17:43 main:574] : INFO : Epoch 1872 | loss: 0.031248 | val_loss: 0.0312513 | Time: 6833.06 ms [2022-02-14 00:17:50 main:574] : INFO : Epoch 1873 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 6970.32 ms [2022-02-14 00:17:58 main:574] : INFO : Epoch 1874 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 7558.27 ms [2022-02-14 00:18:06 main:574] : INFO : Epoch 1875 | loss: 0.0312491 | val_loss: 0.031249 | Time: 7853.59 ms [2022-02-14 00:18:14 main:574] : INFO : Epoch 1876 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 8016.78 ms [2022-02-14 00:18:22 main:574] : INFO : Epoch 1877 | loss: 0.0312488 | val_loss: 0.031248 | Time: 7903.81 ms [2022-02-14 00:18:30 main:574] : INFO : Epoch 1878 | loss: 0.031248 | val_loss: 0.0312505 | Time: 8005.63 ms [2022-02-14 00:18:38 main:574] : INFO : Epoch 1879 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 7843.75 ms [2022-02-14 00:18:46 main:574] : INFO : Epoch 1880 | loss: 0.0312476 | val_loss: 0.031248 | Time: 8320.45 ms [2022-02-14 00:18:54 main:574] : INFO : Epoch 1881 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 8133.44 ms [2022-02-14 00:19:03 main:574] : INFO : Epoch 1882 | loss: 0.031249 | val_loss: 0.0312485 | Time: 8183.16 ms [2022-02-14 00:19:11 main:574] : INFO : Epoch 1883 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 8344.38 ms [2022-02-14 00:19:19 main:574] : INFO : Epoch 1884 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 8135.67 ms [2022-02-14 00:19:27 main:574] : INFO : Epoch 1885 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 8181.77 ms [2022-02-14 00:19:36 main:574] : INFO : Epoch 1886 | loss: 0.031248 | val_loss: 0.0312496 | Time: 8406.03 ms [2022-02-14 00:19:44 main:574] : INFO : Epoch 1887 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 8420.38 ms [2022-02-14 00:19:52 main:574] : INFO : Epoch 1888 | loss: 0.0312496 | val_loss: 0.0312541 | Time: 8048.19 ms [2022-02-14 00:20:01 main:574] : INFO : Epoch 1889 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 8279.49 ms [2022-02-14 00:20:09 main:574] : INFO : Epoch 1890 | loss: 0.03125 | val_loss: 0.0312515 | Time: 8155.7 ms [2022-02-14 00:20:17 main:574] : INFO : Epoch 1891 | loss: 0.0312501 | val_loss: 0.0312486 | Time: 8248.71 ms [2022-02-14 00:20:26 main:574] : INFO : Epoch 1892 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 8204.41 ms [2022-02-14 00:20:34 main:574] : INFO : Epoch 1893 | loss: 0.0312489 | val_loss: 0.031248 | Time: 8332.22 ms [2022-02-14 00:20:43 main:574] : INFO : Epoch 1894 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 8406.09 ms [2022-02-14 00:20:51 main:574] : INFO : Epoch 1895 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 8195.27 ms [2022-02-14 00:20:59 main:574] : INFO : Epoch 1896 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 8073.15 ms [2022-02-14 00:21:07 main:574] : INFO : Epoch 1897 | loss: 0.031249 | val_loss: 0.0312508 | Time: 8346.14 ms [2022-02-14 00:21:16 main:574] : INFO : Epoch 1898 | loss: 0.0312495 | val_loss: 0.031249 | Time: 8409.05 ms [2022-02-14 00:21:24 main:574] : INFO : Epoch 1899 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 8309.87 ms [2022-02-14 00:21:33 main:574] : INFO : Epoch 1900 | loss: 0.0312492 | val_loss: 0.0312516 | Time: 8318.4 ms [2022-02-14 00:21:41 main:574] : INFO : Epoch 1901 | loss: 0.0312512 | val_loss: 0.0312525 | Time: 8159.71 ms [2022-02-14 00:21:49 main:574] : INFO : Epoch 1902 | loss: 0.0312499 | val_loss: 0.031248 | Time: 8334.18 ms [2022-02-14 00:21:58 main:574] : INFO : Epoch 1903 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 8340.47 ms [2022-02-14 00:22:06 main:574] : INFO : Epoch 1904 | loss: 0.0312479 | val_loss: 0.0312506 | Time: 8304.71 ms [2022-02-14 00:22:14 main:574] : INFO : Epoch 1905 | loss: 0.0312494 | val_loss: 0.031249 | Time: 8333 ms [2022-02-14 00:22:23 main:574] : INFO : Epoch 1906 | loss: 0.0312482 | val_loss: 0.0312501 | Time: 8453.34 ms [2022-02-14 00:22:31 main:574] : INFO : Epoch 1907 | loss: 0.03125 | val_loss: 0.0312496 | Time: 8313.32 ms [2022-02-14 00:22:39 main:574] : INFO : Epoch 1908 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 8292.84 ms [2022-02-14 00:22:48 main:574] : INFO : Epoch 1909 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 8518.52 ms [2022-02-14 00:22:56 main:574] : INFO : Epoch 1910 | loss: 0.0312477 | val_loss: 0.0312501 | Time: 8202.97 ms [2022-02-14 00:23:05 main:574] : INFO : Epoch 1911 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 8537.32 ms [2022-02-14 00:23:13 main:574] : INFO : Epoch 1912 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 8414.57 ms [2022-02-14 00:23:22 main:574] : INFO : Epoch 1913 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 8301.88 ms [2022-02-14 00:23:30 main:574] : INFO : Epoch 1914 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 8400.23 ms [2022-02-14 00:23:39 main:574] : INFO : Epoch 1915 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 8316.6 ms [2022-02-14 00:23:47 main:574] : INFO : Epoch 1916 | loss: 0.031249 | val_loss: 0.031249 | Time: 8496.24 ms [2022-02-14 00:23:55 main:574] : INFO : Epoch 1917 | loss: 0.0312493 | val_loss: 0.0312478 | Time: 8193 ms [2022-02-14 00:24:04 main:574] : INFO : Epoch 1918 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 8437.42 ms [2022-02-14 00:24:12 main:574] : INFO : Epoch 1919 | loss: 0.0312476 | val_loss: 0.0312492 | Time: 8472 ms [2022-02-14 00:24:21 main:574] : INFO : Epoch 1920 | loss: 0.0312487 | val_loss: 0.031248 | Time: 8217.19 ms [2022-02-14 00:24:29 main:574] : INFO : Epoch 1921 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 8182.25 ms [2022-02-14 00:24:37 main:574] : INFO : Epoch 1922 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 8220.45 ms [2022-02-14 00:24:46 main:574] : INFO : Epoch 1923 | loss: 0.0312474 | val_loss: 0.0312476 | Time: 8118.63 ms [2022-02-14 00:24:54 main:574] : INFO : Epoch 1924 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 8311.41 ms [2022-02-14 00:25:03 main:574] : INFO : Epoch 1925 | loss: 0.031248 | val_loss: 0.0312479 | Time: 8536.65 ms [2022-02-14 00:25:11 main:574] : INFO : Epoch 1926 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 8361.7 ms [2022-02-14 00:25:19 main:574] : INFO : Epoch 1927 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 8321.51 ms [2022-02-14 00:25:28 main:574] : INFO : Epoch 1928 | loss: 0.031248 | val_loss: 0.0312483 | Time: 8200.7 ms [2022-02-14 00:25:36 main:574] : INFO : Epoch 1929 | loss: 0.0312481 | val_loss: 0.031248 | Time: 8542.24 ms [2022-02-14 00:25:45 main:574] : INFO : Epoch 1930 | loss: 0.031248 | val_loss: 0.0312495 | Time: 8460.81 ms [2022-02-14 00:25:53 main:574] : INFO : Epoch 1931 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 8365.31 ms [2022-02-14 00:26:02 main:574] : INFO : Epoch 1932 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 8262.68 ms [2022-02-14 00:26:10 main:574] : INFO : Epoch 1933 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 8058.21 ms [2022-02-14 00:26:18 main:574] : INFO : Epoch 1934 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 8177.3 ms [2022-02-14 00:26:26 main:574] : INFO : Epoch 1935 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 8179.71 ms [2022-02-14 00:26:35 main:574] : INFO : Epoch 1936 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 8311.88 ms [2022-02-14 00:26:43 main:574] : INFO : Epoch 1937 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 8295.9 ms [2022-02-14 00:26:51 main:574] : INFO : Epoch 1938 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 8223.62 ms [2022-02-14 00:27:00 main:574] : INFO : Epoch 1939 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 8273.11 ms [2022-02-14 00:27:08 main:574] : INFO : Epoch 1940 | loss: 0.0312473 | val_loss: 0.031248 | Time: 8216.36 ms [2022-02-14 00:27:16 main:574] : INFO : Epoch 1941 | loss: 0.0312477 | val_loss: 0.0312489 | Time: 8380.35 ms [2022-02-14 00:27:24 main:574] : INFO : Epoch 1942 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 8148.52 ms [2022-02-14 00:27:33 main:574] : INFO : Epoch 1943 | loss: 0.031248 | val_loss: 0.0312486 | Time: 8512.75 ms [2022-02-14 00:27:41 main:574] : INFO : Epoch 1944 | loss: 0.031248 | val_loss: 0.0312482 | Time: 8174.37 ms [2022-02-14 00:27:50 main:574] : INFO : Epoch 1945 | loss: 0.0312477 | val_loss: 0.0312504 | Time: 8216.6 ms [2022-02-14 00:27:58 main:574] : INFO : Epoch 1946 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 8406.49 ms [2022-02-14 00:28:07 main:574] : INFO : Epoch 1947 | loss: 0.0312484 | val_loss: 0.031253 | Time: 8508.91 ms [2022-02-14 00:28:15 main:574] : INFO : Epoch 1948 | loss: 0.03125 | val_loss: 0.0312509 | Time: 8233.92 ms [2022-02-14 00:28:23 main:574] : INFO : Epoch 1949 | loss: 0.0312496 | val_loss: 0.0312538 | Time: 8316.87 ms [2022-02-14 00:28:32 main:574] : INFO : Epoch 1950 | loss: 0.0312492 | val_loss: 0.031248 | Time: 8400.6 ms [2022-02-14 00:28:40 main:574] : INFO : Epoch 1951 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 8229.18 ms [2022-02-14 00:28:48 main:574] : INFO : Epoch 1952 | loss: 0.0312489 | val_loss: 0.031252 | Time: 8385.21 ms [2022-02-14 00:28:57 main:574] : INFO : Epoch 1953 | loss: 0.03125 | val_loss: 0.0312491 | Time: 8405.79 ms [2022-02-14 00:29:05 main:574] : INFO : Epoch 1954 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 8276.65 ms [2022-02-14 00:29:13 main:574] : INFO : Epoch 1955 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 8094.7 ms [2022-02-14 00:29:22 main:574] : INFO : Epoch 1956 | loss: 0.031249 | val_loss: 0.0312486 | Time: 8468.34 ms [2022-02-14 00:29:30 main:574] : INFO : Epoch 1957 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 8377.15 ms [2022-02-14 00:29:39 main:574] : INFO : Epoch 1958 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 8418.11 ms [2022-02-14 00:29:47 main:574] : INFO : Epoch 1959 | loss: 0.0312491 | val_loss: 0.031248 | Time: 8329.79 ms [2022-02-14 00:29:56 main:574] : INFO : Epoch 1960 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 8217.74 ms [2022-02-14 00:30:04 main:574] : INFO : Epoch 1961 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 8143.5 ms [2022-02-14 00:30:12 main:574] : INFO : Epoch 1962 | loss: 0.0312506 | val_loss: 0.0312487 | Time: 8164.58 ms [2022-02-14 00:30:20 main:574] : INFO : Epoch 1963 | loss: 0.0312485 | val_loss: 0.031248 | Time: 8220.09 ms [2022-02-14 00:30:28 main:574] : INFO : Epoch 1964 | loss: 0.0312482 | val_loss: 0.0312514 | Time: 8162.41 ms [2022-02-14 00:30:37 main:574] : INFO : Epoch 1965 | loss: 0.031248 | val_loss: 0.0312479 | Time: 8091.22 ms [2022-02-14 00:30:45 main:574] : INFO : Epoch 1966 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 8296.92 ms [2022-02-14 00:30:53 main:574] : INFO : Epoch 1967 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 8355.71 ms [2022-02-14 00:31:02 main:574] : INFO : Epoch 1968 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 8397.62 ms [2022-02-14 00:31:10 main:574] : INFO : Epoch 1969 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 8503.76 ms [2022-02-14 00:31:19 main:574] : INFO : Epoch 1970 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 8273.61 ms [2022-02-14 00:31:27 main:574] : INFO : Epoch 1971 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 8134.7 ms [2022-02-14 00:31:35 main:574] : INFO : Epoch 1972 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 8215.55 ms [2022-02-14 00:31:43 main:574] : INFO : Epoch 1973 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 8099.97 ms [2022-02-14 00:31:52 main:574] : INFO : Epoch 1974 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 8264.65 ms [2022-02-14 00:32:00 main:574] : INFO : Epoch 1975 | loss: 0.0312485 | val_loss: 0.03125 | Time: 8140.94 ms [2022-02-14 00:32:08 main:574] : INFO : Epoch 1976 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 8213.24 ms [2022-02-14 00:32:16 main:574] : INFO : Epoch 1977 | loss: 0.0312483 | val_loss: 0.0312522 | Time: 8057.75 ms [2022-02-14 00:32:24 main:574] : INFO : Epoch 1978 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 8060.48 ms [2022-02-14 00:32:33 main:574] : INFO : Epoch 1979 | loss: 0.0312471 | val_loss: 0.0312547 | Time: 8164.13 ms [2022-02-14 00:32:41 main:574] : INFO : Epoch 1980 | loss: 0.0312534 | val_loss: 0.0312557 | Time: 8256.73 ms [2022-02-14 00:32:49 main:574] : INFO : Epoch 1981 | loss: 0.031252 | val_loss: 0.0312496 | Time: 8247.73 ms [2022-02-14 00:32:58 main:574] : INFO : Epoch 1982 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 8306.53 ms [2022-02-14 00:33:06 main:574] : INFO : Epoch 1983 | loss: 0.0312487 | val_loss: 0.0312515 | Time: 8342.67 ms [2022-02-14 00:33:14 main:574] : INFO : Epoch 1984 | loss: 0.0312503 | val_loss: 0.0312527 | Time: 8361.64 ms [2022-02-14 00:33:23 main:574] : INFO : Epoch 1985 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 8300.35 ms [2022-02-14 00:33:31 main:574] : INFO : Epoch 1986 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 8313.72 ms [2022-02-14 00:33:39 main:574] : INFO : Epoch 1987 | loss: 0.0312473 | val_loss: 0.0312532 | Time: 8165.68 ms [2022-02-14 00:33:47 main:574] : INFO : Epoch 1988 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 8124.23 ms [2022-02-14 00:33:56 main:574] : INFO : Epoch 1989 | loss: 0.0312478 | val_loss: 0.0312496 | Time: 8284.14 ms [2022-02-14 00:34:04 main:574] : INFO : Epoch 1990 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 8404.84 ms [2022-02-14 00:34:13 main:574] : INFO : Epoch 1991 | loss: 0.0312485 | val_loss: 0.0312502 | Time: 8328.01 ms [2022-02-14 00:34:21 main:574] : INFO : Epoch 1992 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 8174.7 ms [2022-02-14 00:34:29 main:574] : INFO : Epoch 1993 | loss: 0.031249 | val_loss: 0.0312478 | Time: 8003.47 ms [2022-02-14 00:34:37 main:574] : INFO : Epoch 1994 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 8017.63 ms [2022-02-14 00:34:45 main:574] : INFO : Epoch 1995 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 8165.36 ms [2022-02-14 00:34:54 main:574] : INFO : Epoch 1996 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 8662.2 ms [2022-02-14 00:35:02 main:574] : INFO : Epoch 1997 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 8497.88 ms [2022-02-14 00:35:11 main:574] : INFO : Epoch 1998 | loss: 0.031248 | val_loss: 0.0312486 | Time: 8357.33 ms [2022-02-14 00:35:19 main:574] : INFO : Epoch 1999 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 8224.54 ms [2022-02-14 00:35:27 main:574] : INFO : Epoch 2000 | loss: 0.0312478 | val_loss: 0.0312511 | Time: 8242.58 ms [2022-02-14 00:35:36 main:574] : INFO : Epoch 2001 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 8361.25 ms [2022-02-14 00:35:44 main:574] : INFO : Epoch 2002 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 8184.52 ms [2022-02-14 00:35:52 main:574] : INFO : Epoch 2003 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 8141.26 ms [2022-02-14 00:36:01 main:574] : INFO : Epoch 2004 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 8472.36 ms [2022-02-14 00:36:09 main:574] : INFO : Epoch 2005 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 8184.31 ms [2022-02-14 00:36:17 main:574] : INFO : Epoch 2006 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 8230.19 ms [2022-02-14 00:36:26 main:574] : INFO : Epoch 2007 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 8402.54 ms [2022-02-14 00:36:34 main:574] : INFO : Epoch 2008 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 8246.13 ms [2022-02-14 00:36:42 main:574] : INFO : Epoch 2009 | loss: 0.0312501 | val_loss: 0.031248 | Time: 8109.71 ms [2022-02-14 00:36:51 main:574] : INFO : Epoch 2010 | loss: 0.0312485 | val_loss: 0.031249 | Time: 8265.35 ms [2022-02-14 00:36:59 main:574] : INFO : Epoch 2011 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 8272.94 ms [2022-02-14 00:37:07 main:574] : INFO : Epoch 2012 | loss: 0.0312474 | val_loss: 0.0312501 | Time: 8244.43 ms [2022-02-14 00:37:16 main:574] : INFO : Epoch 2013 | loss: 0.0312472 | val_loss: 0.031247 | Time: 8343.97 ms [2022-02-14 00:37:24 main:574] : INFO : Epoch 2014 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 8494.43 ms [2022-02-14 00:37:32 main:574] : INFO : Epoch 2015 | loss: 0.031249 | val_loss: 0.0312494 | Time: 8177.02 ms [2022-02-14 00:37:41 main:574] : INFO : Epoch 2016 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 8176.25 ms [2022-02-14 00:37:49 main:574] : INFO : Epoch 2017 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 8270.02 ms [2022-02-14 00:37:58 main:574] : INFO : Epoch 2018 | loss: 0.0312481 | val_loss: 0.0312502 | Time: 8478.79 ms [2022-02-14 00:38:06 main:574] : INFO : Epoch 2019 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 8174.79 ms [2022-02-14 00:38:14 main:574] : INFO : Epoch 2020 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 8124.29 ms [2022-02-14 00:38:22 main:574] : INFO : Epoch 2021 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 8130.55 ms [2022-02-14 00:38:31 main:574] : INFO : Epoch 2022 | loss: 0.0312478 | val_loss: 0.031248 | Time: 8318.12 ms [2022-02-14 00:38:39 main:574] : INFO : Epoch 2023 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 8329.94 ms [2022-02-14 00:38:47 main:574] : INFO : Epoch 2024 | loss: 0.0312479 | val_loss: 0.031248 | Time: 8348.82 ms [2022-02-14 00:38:56 main:574] : INFO : Epoch 2025 | loss: 0.0312496 | val_loss: 0.031249 | Time: 8124.95 ms [2022-02-14 00:39:04 main:574] : INFO : Epoch 2026 | loss: 0.031248 | val_loss: 0.0312515 | Time: 8268.12 ms [2022-02-14 00:39:13 main:574] : INFO : Epoch 2027 | loss: 0.031248 | val_loss: 0.0312476 | Time: 8627.81 ms [2022-02-14 00:39:21 main:574] : INFO : Epoch 2028 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 8282.29 ms [2022-02-14 00:39:29 main:574] : INFO : Epoch 2029 | loss: 0.0312494 | val_loss: 0.031248 | Time: 8152.52 ms [2022-02-14 00:39:37 main:574] : INFO : Epoch 2030 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 8320.68 ms [2022-02-14 00:39:46 main:574] : INFO : Epoch 2031 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 8225.83 ms [2022-02-14 00:39:54 main:574] : INFO : Epoch 2032 | loss: 0.031247 | val_loss: 0.0312471 | Time: 8207.72 ms [2022-02-14 00:40:02 main:574] : INFO : Epoch 2033 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 8246.91 ms [2022-02-14 00:40:11 main:574] : INFO : Epoch 2034 | loss: 0.0312492 | val_loss: 0.0312477 | Time: 8360.07 ms [2022-02-14 00:40:19 main:574] : INFO : Epoch 2035 | loss: 0.0312477 | val_loss: 0.031248 | Time: 8322.95 ms [2022-02-14 00:40:27 main:574] : INFO : Epoch 2036 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 8163.13 ms [2022-02-14 00:40:36 main:574] : INFO : Epoch 2037 | loss: 0.0312489 | val_loss: 0.0312476 | Time: 8352.33 ms [2022-02-14 00:40:44 main:574] : INFO : Epoch 2038 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 8128.65 ms [2022-02-14 00:40:52 main:574] : INFO : Epoch 2039 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 8235.89 ms [2022-02-14 00:41:01 main:574] : INFO : Epoch 2040 | loss: 0.0312474 | val_loss: 0.0312476 | Time: 8441.81 ms [2022-02-14 00:41:09 main:574] : INFO : Epoch 2041 | loss: 0.0312471 | val_loss: 0.0312484 | Time: 8456.18 ms [2022-02-14 00:41:17 main:574] : INFO : Epoch 2042 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 7984.4 ms [2022-02-14 00:41:26 main:574] : INFO : Epoch 2043 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 8292.22 ms [2022-02-14 00:41:34 main:574] : INFO : Epoch 2044 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 8136.94 ms [2022-02-14 00:41:42 main:574] : INFO : Epoch 2045 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 8546.1 ms [2022-02-14 00:41:51 main:574] : INFO : Epoch 2046 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 8451.47 ms [2022-02-14 00:41:59 main:574] : INFO : Epoch 2047 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 8289.89 ms [2022-02-14 00:42:08 main:574] : INFO : Epoch 2048 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 8269.28 ms [2022-02-14 00:42:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312486 [2022-02-14 00:42:08 main:603] : INFO : Saving end state to config to file [2022-02-14 00:42:08 main:608] : INFO : Success, exiting.. 00:42:08 (2864): 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)