Task 13475661
| Name | ParityModified-1647045850-1154-1-0_0 |
| Workunit | 10578215 |
| Created | 20 Mar 2022, 17:03:05 UTC |
| Sent | 29 Mar 2022, 12:47:28 UTC |
| Report deadline | 6 Apr 2022, 12:47:28 UTC |
| Received | 30 Mar 2022, 20:41:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13874 |
| Run time | 3 hours 59 min 12 sec |
| CPU time | 3 hours 53 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Time: 7778.71 ms [2022-03-30 14:47:49 main:574] : INFO : Epoch 1542 | loss: 0.03125 | val_loss: 0.0312518 | Time: 7619.46 ms [2022-03-30 14:47:57 main:574] : INFO : Epoch 1543 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 7921.56 ms [2022-03-30 14:48:05 main:574] : INFO : Epoch 1544 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 7572.58 ms [2022-03-30 14:48:14 main:574] : INFO : Epoch 1545 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 8730.02 ms [2022-03-30 14:48:21 main:574] : INFO : Epoch 1546 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 7237.95 ms [2022-03-30 14:48:28 main:574] : INFO : Epoch 1547 | loss: 0.0312504 | val_loss: 0.031252 | Time: 7192.1 ms [2022-03-30 14:48:35 main:574] : INFO : Epoch 1548 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 7246.78 ms [2022-03-30 14:48:44 main:574] : INFO : Epoch 1549 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 8355.72 ms [2022-03-30 14:48:53 main:574] : INFO : Epoch 1550 | loss: 0.03125 | val_loss: 0.0312503 | Time: 8955.67 ms [2022-03-30 14:49:00 main:574] : INFO : Epoch 1551 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 7311.06 ms [2022-03-30 14:49:07 main:574] : INFO : Epoch 1552 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 7291.96 ms [2022-03-30 14:49:15 main:574] : INFO : Epoch 1553 | loss: 0.0312502 | val_loss: 0.031254 | Time: 7239.45 ms [2022-03-30 14:49:22 main:574] : INFO : Epoch 1554 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 7718.56 ms [2022-03-30 14:49:30 main:574] : INFO : Epoch 1555 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 7499.57 ms [2022-03-30 14:49:39 main:574] : INFO : Epoch 1556 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 9134.6 ms [2022-03-30 14:49:46 main:574] : INFO : Epoch 1557 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 7272.49 ms [2022-03-30 14:49:53 main:574] : INFO : Epoch 1558 | loss: 0.0312501 | val_loss: 0.031251 | Time: 6915.5 ms [2022-03-30 14:50:01 main:574] : INFO : Epoch 1559 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 7903.06 ms [2022-03-30 14:50:09 main:574] : INFO : Epoch 1560 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 7720.25 ms [2022-03-30 14:50:16 main:574] : INFO : Epoch 1561 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 7068.17 ms [2022-03-30 14:50:23 main:574] : INFO : Epoch 1562 | loss: 0.0312496 | val_loss: 0.0312524 | Time: 7237.38 ms [2022-03-30 14:50:31 main:574] : INFO : Epoch 1563 | loss: 0.03125 | val_loss: 0.0312507 | Time: 7837.18 ms [2022-03-30 14:50:40 main:574] : INFO : Epoch 1564 | loss: 0.0312498 | val_loss: 0.0312521 | Time: 8679.35 ms [2022-03-30 14:50:48 main:574] : INFO : Epoch 1565 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 8105.36 ms [2022-03-30 14:50:55 main:574] : INFO : Epoch 1566 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 7111.59 ms [2022-03-30 14:51:02 main:574] : INFO : Epoch 1567 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 7400.56 ms [2022-03-30 14:51:10 main:574] : INFO : Epoch 1568 | loss: 0.0312503 | val_loss: 0.031251 | Time: 7708.84 ms [2022-03-30 14:51:18 main:574] : INFO : Epoch 1569 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 7917.2 ms [2022-03-30 14:51:26 main:574] : INFO : Epoch 1570 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 8062.37 ms [2022-03-30 14:51:33 main:574] : INFO : Epoch 1571 | loss: 0.03125 | val_loss: 0.0312516 | Time: 7102.48 ms [2022-03-30 14:51:41 main:574] : INFO : Epoch 1572 | loss: 0.0312508 | val_loss: 0.031251 | Time: 7899.91 ms [2022-03-30 14:51:49 main:574] : INFO : Epoch 1573 | loss: 0.0312503 | val_loss: 0.031251 | Time: 7426.56 ms [2022-03-30 14:51:56 main:574] : INFO : Epoch 1574 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 7586.91 ms [2022-03-30 14:52:05 main:574] : INFO : Epoch 1575 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 8367.18 ms [2022-03-30 14:52:12 main:574] : INFO : Epoch 1576 | loss: 0.0312551 | val_loss: 0.0312509 | Time: 7603.3 ms [2022-03-30 14:52:20 main:574] : INFO : Epoch 1577 | loss: 0.0312551 | val_loss: 0.0312545 | Time: 7335.6 ms [2022-03-30 14:52:27 main:574] : INFO : Epoch 1578 | loss: 0.0312526 | val_loss: 0.0312513 | Time: 7063.28 ms [2022-03-30 14:52:34 main:574] : INFO : Epoch 1579 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 7109.58 ms [2022-03-30 14:52:41 main:574] : INFO : Epoch 1580 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 7642.4 ms [2022-03-30 14:52:50 main:574] : INFO : Epoch 1581 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 9008.66 ms [2022-03-30 14:52:59 main:574] : INFO : Epoch 1582 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 8658.69 ms [2022-03-30 14:53:06 main:574] : INFO : Epoch 1583 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 7316.35 ms [2022-03-30 14:53:14 main:574] : INFO : Epoch 1584 | loss: 0.0312497 | val_loss: 0.031251 | Time: 7033.57 ms [2022-03-30 14:53:21 main:574] : INFO : Epoch 1585 | loss: 0.03125 | val_loss: 0.0312506 | Time: 6974.56 ms [2022-03-30 14:53:28 main:574] : INFO : Epoch 1586 | loss: 0.03125 | val_loss: 0.0312509 | Time: 7388.44 ms [2022-03-30 14:53:36 main:574] : INFO : Epoch 1587 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 7991.15 ms [2022-03-30 14:53:44 main:574] : INFO : Epoch 1588 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 8466.04 ms [2022-03-30 14:53:52 main:574] : INFO : Epoch 1589 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 7212.94 ms [2022-03-30 14:53:59 main:574] : INFO : Epoch 1590 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 7042.18 ms [2022-03-30 14:54:06 main:574] : INFO : Epoch 1591 | loss: 0.0312497 | val_loss: 0.031251 | Time: 7346.23 ms [2022-03-30 14:54:13 main:574] : INFO : Epoch 1592 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 7167.73 ms [2022-03-30 14:54:21 main:574] : INFO : Epoch 1593 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 7813.52 ms [2022-03-30 14:54:29 main:574] : INFO : Epoch 1594 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 7806.09 ms [2022-03-30 14:54:36 main:574] : INFO : Epoch 1595 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 7561.17 ms [2022-03-30 14:54:45 main:574] : INFO : Epoch 1596 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 8066.91 ms [2022-03-30 14:54:52 main:574] : INFO : Epoch 1597 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 7354.18 ms [2022-03-30 14:54:59 main:574] : INFO : Epoch 1598 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 7058.68 ms [2022-03-30 14:55:06 main:574] : INFO : Epoch 1599 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 6872.48 ms [2022-03-30 14:55:13 main:574] : INFO : Epoch 1600 | loss: 0.03125 | val_loss: 0.0312543 | Time: 7408.77 ms [2022-03-30 14:55:21 main:574] : INFO : Epoch 1601 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 7660.17 ms [2022-03-30 14:55:28 main:574] : INFO : Epoch 1602 | loss: 0.0312528 | val_loss: 0.0313667 | Time: 7285.32 ms [2022-03-30 14:55:37 main:574] : INFO : Epoch 1603 | loss: 0.0351329 | val_loss: 0.0431173 | Time: 8418.59 ms [2022-03-30 14:55:44 main:574] : INFO : Epoch 1604 | loss: 0.0692731 | val_loss: 0.0354006 | Time: 7637.3 ms [2022-03-30 14:55:53 main:574] : INFO : Epoch 1605 | loss: 0.0337272 | val_loss: 0.0323496 | Time: 8486.37 ms [2022-03-30 14:56:01 main:574] : INFO : Epoch 1606 | loss: 0.0316822 | val_loss: 0.0314569 | Time: 8606.79 ms [2022-03-30 14:56:09 main:574] : INFO : Epoch 1607 | loss: 0.031341 | val_loss: 0.0312846 | Time: 7430.59 ms [2022-03-30 14:56:16 main:574] : INFO : Epoch 1608 | loss: 0.0312753 | val_loss: 0.0312654 | Time: 7116.8 ms [2022-03-30 14:56:23 main:574] : INFO : Epoch 1609 | loss: 0.0312614 | val_loss: 0.0312578 | Time: 6906.16 ms [2022-03-30 14:56:30 main:574] : INFO : Epoch 1610 | loss: 0.0312591 | val_loss: 0.0312564 | Time: 7215.5 ms [2022-03-30 14:56:38 main:574] : INFO : Epoch 1611 | loss: 0.0312561 | val_loss: 0.0312576 | Time: 7689.65 ms [2022-03-30 14:56:46 main:574] : INFO : Epoch 1612 | loss: 0.0312566 | val_loss: 0.0312542 | Time: 8475.61 ms [2022-03-30 14:56:55 main:574] : INFO : Epoch 1613 | loss: 0.031254 | val_loss: 0.0312556 | Time: 8542.18 ms [2022-03-30 14:57:03 main:574] : INFO : Epoch 1614 | loss: 0.0312533 | val_loss: 0.0312535 | Time: 7981.83 ms [2022-03-30 14:57:10 main:574] : INFO : Epoch 1615 | loss: 0.031253 | val_loss: 0.0312533 | Time: 7252.55 ms [2022-03-30 14:57:18 main:574] : INFO : Epoch 1616 | loss: 0.0312529 | val_loss: 0.0312532 | Time: 7398.57 ms [2022-03-30 14:57:26 main:574] : INFO : Epoch 1617 | loss: 0.0312524 | val_loss: 0.031253 | Time: 8391.77 ms [2022-03-30 14:57:34 main:574] : INFO : Epoch 1618 | loss: 0.0312525 | val_loss: 0.031253 | Time: 8048.59 ms [2022-03-30 14:57:42 main:574] : INFO : Epoch 1619 | loss: 0.0312526 | val_loss: 0.0312524 | Time: 7546.63 ms [2022-03-30 14:57:49 main:574] : INFO : Epoch 1620 | loss: 0.0312531 | val_loss: 0.0312558 | Time: 7191.28 ms [2022-03-30 14:57:56 main:574] : INFO : Epoch 1621 | loss: 0.0312531 | val_loss: 0.0312537 | Time: 7154.49 ms [2022-03-30 14:58:03 main:574] : INFO : Epoch 1622 | loss: 0.0312525 | val_loss: 0.0312522 | Time: 7056.95 ms [2022-03-30 14:58:10 main:574] : INFO : Epoch 1623 | loss: 0.0312519 | val_loss: 0.0312531 | Time: 6952.51 ms [2022-03-30 14:58:17 main:574] : INFO : Epoch 1624 | loss: 0.0312532 | val_loss: 0.0312529 | Time: 7200.34 ms [2022-03-30 14:58:26 main:574] : INFO : Epoch 1625 | loss: 0.0312543 | val_loss: 0.031252 | Time: 8885.03 ms [2022-03-30 14:58:35 main:574] : INFO : Epoch 1626 | loss: 0.0312531 | val_loss: 0.0312525 | Time: 8536.43 ms [2022-03-30 14:58:42 main:574] : INFO : Epoch 1627 | loss: 0.0312518 | val_loss: 0.0312517 | Time: 7469.55 ms [2022-03-30 14:58:49 main:574] : INFO : Epoch 1628 | loss: 0.031252 | val_loss: 0.0312558 | Time: 7186.73 ms [2022-03-30 14:58:57 main:574] : INFO : Epoch 1629 | loss: 0.0312542 | val_loss: 0.0312528 | Time: 7740.03 ms [2022-03-30 14:59:04 main:574] : INFO : Epoch 1630 | loss: 0.0312522 | val_loss: 0.0312529 | Time: 7190.8 ms [2022-03-30 14:59:12 main:574] : INFO : Epoch 1631 | loss: 0.0312526 | val_loss: 0.0312523 | Time: 7413.21 ms [2022-03-30 14:59:20 main:574] : INFO : Epoch 1632 | loss: 0.0312523 | val_loss: 0.0312517 | Time: 7820.45 ms [2022-03-30 14:59:28 main:574] : INFO : Epoch 1633 | loss: 0.031251 | val_loss: 0.0312519 | Time: 8499.26 ms [2022-03-30 14:59:36 main:574] : INFO : Epoch 1634 | loss: 0.031251 | val_loss: 0.0312555 | Time: 8042.68 ms [2022-03-30 14:59:43 main:574] : INFO : Epoch 1635 | loss: 0.0312519 | val_loss: 0.0312522 | Time: 7098.65 ms [2022-03-30 14:59:50 main:574] : INFO : Epoch 1636 | loss: 0.031251 | val_loss: 0.0312517 | Time: 6993.83 ms [2022-03-30 14:59:58 main:574] : INFO : Epoch 1637 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 8041.35 ms [2022-03-30 15:00:08 main:574] : INFO : Epoch 1638 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 9485.7 ms [2022-03-30 15:00:16 main:574] : INFO : Epoch 1639 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 7669.91 ms [2022-03-30 15:00:24 main:574] : INFO : Epoch 1640 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 8562.89 ms [2022-03-30 15:00:33 main:574] : INFO : Epoch 1641 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 8522.18 ms [2022-03-30 15:00:41 main:574] : INFO : Epoch 1642 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 8127.49 ms [2022-03-30 15:00:48 main:574] : INFO : Epoch 1643 | loss: 0.0312515 | val_loss: 0.0312538 | Time: 7210.26 ms [2022-03-30 15:00:55 main:574] : INFO : Epoch 1644 | loss: 0.0312524 | val_loss: 0.0312544 | Time: 7244.8 ms [2022-03-30 15:01:02 main:574] : INFO : Epoch 1645 | loss: 0.0312516 | val_loss: 0.0312586 | Time: 6890.2 ms [2022-03-30 15:01:10 main:574] : INFO : Epoch 1646 | loss: 0.0312522 | val_loss: 0.0312515 | Time: 7552.11 ms [2022-03-30 15:01:18 main:574] : INFO : Epoch 1647 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 7831.06 ms [2022-03-30 15:01:26 main:574] : INFO : Epoch 1648 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 8615.69 ms [2022-03-30 15:01:33 main:574] : INFO : Epoch 1649 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 7102.65 ms [2022-03-30 15:01:41 main:574] : INFO : Epoch 1650 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 7700 ms [2022-03-30 15:01:48 main:574] : INFO : Epoch 1651 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 6880.56 ms [2022-03-30 15:01:55 main:574] : INFO : Epoch 1652 | loss: 0.0312505 | val_loss: 0.031251 | Time: 6844.77 ms [2022-03-30 15:02:03 main:574] : INFO : Epoch 1653 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 7972.3 ms [2022-03-30 15:02:11 main:574] : INFO : Epoch 1654 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 8396.78 ms [2022-03-30 15:02:19 main:574] : INFO : Epoch 1655 | loss: 0.0312508 | val_loss: 0.0312532 | Time: 7668.8 ms [2022-03-30 15:02:26 main:574] : INFO : Epoch 1656 | loss: 0.0312517 | val_loss: 0.0312527 | Time: 7194.01 ms [2022-03-30 15:02:34 main:574] : INFO : Epoch 1657 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 8094.6 ms [2022-03-30 15:02:41 main:574] : INFO : Epoch 1658 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 7127.7 ms [2022-03-30 15:02:45 main:574] : INFO : Epoch 1659 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 3650.49 ms [2022-03-30 15:02:50 main:574] : INFO : Epoch 1660 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 4422.66 ms [2022-03-30 15:02:55 main:574] : INFO : Epoch 1661 | loss: 0.0312511 | val_loss: 0.0312539 | Time: 5071.02 ms [2022-03-30 15:03:01 main:574] : INFO : Epoch 1662 | loss: 0.0312528 | val_loss: 0.0312552 | Time: 6001.28 ms [2022-03-30 15:03:06 main:574] : INFO : Epoch 1663 | loss: 0.0312514 | val_loss: 0.0312542 | Time: 5710.7 ms [2022-03-30 15:03:12 main:574] : INFO : Epoch 1664 | loss: 0.0312522 | val_loss: 0.0312513 | Time: 5387.58 ms [2022-03-30 15:03:17 main:574] : INFO : Epoch 1665 | loss: 0.0312505 | val_loss: 0.031252 | Time: 5727.28 ms [2022-03-30 15:03:24 main:574] : INFO : Epoch 1666 | loss: 0.0312504 | val_loss: 0.0312524 | Time: 6367.9 ms [2022-03-30 15:03:29 main:574] : INFO : Epoch 1667 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 5493.79 ms [2022-03-30 15:03:34 main:574] : INFO : Epoch 1668 | loss: 0.031251 | val_loss: 0.0312516 | Time: 4830.09 ms [2022-03-30 15:03:39 main:574] : INFO : Epoch 1669 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 4636.37 ms [2022-03-30 15:03:44 main:574] : INFO : Epoch 1670 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5015.16 ms [2022-03-30 15:03:49 main:574] : INFO : Epoch 1671 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 4793.85 ms [2022-03-30 15:03:53 main:574] : INFO : Epoch 1672 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 4385.63 ms [2022-03-30 15:03:58 main:574] : INFO : Epoch 1673 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 4837.19 ms [2022-03-30 15:04:03 main:574] : INFO : Epoch 1674 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 5025.57 ms [2022-03-30 15:04:08 main:574] : INFO : Epoch 1675 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 4622.16 ms [2022-03-30 15:04:12 main:574] : INFO : Epoch 1676 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 4059.88 ms [2022-03-30 15:04:17 main:574] : INFO : Epoch 1677 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 5303.3 ms [2022-03-30 15:04:22 main:574] : INFO : Epoch 1678 | loss: 0.0312505 | val_loss: 0.031254 | Time: 4777.8 ms [2022-03-30 15:04:26 main:574] : INFO : Epoch 1679 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 4373.63 ms [2022-03-30 15:04:31 main:574] : INFO : Epoch 1680 | loss: 0.0312503 | val_loss: 0.0312533 | Time: 4648.84 ms [2022-03-30 15:04:35 main:574] : INFO : Epoch 1681 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 4387.35 ms [2022-03-30 15:04:39 main:574] : INFO : Epoch 1682 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 4035.93 ms [2022-03-30 15:04:44 main:574] : INFO : Epoch 1683 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 4338.82 ms [2022-03-30 15:04:48 main:574] : INFO : Epoch 1684 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 3956.77 ms [2022-03-30 15:04:52 main:574] : INFO : Epoch 1685 | loss: 0.0312501 | val_loss: 0.031251 | Time: 4055.11 ms [2022-03-30 15:04:56 main:574] : INFO : Epoch 1686 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 4002.99 ms [2022-03-30 15:05:00 main:574] : INFO : Epoch 1687 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 3987.67 ms [2022-03-30 15:05:04 main:574] : INFO : Epoch 1688 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 4221.19 ms [2022-03-30 15:05:09 main:574] : INFO : Epoch 1689 | loss: 0.0312504 | val_loss: 0.031251 | Time: 5314.75 ms [2022-03-30 15:05:15 main:574] : INFO : Epoch 1690 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 5319.7 ms [2022-03-30 15:05:19 main:574] : INFO : Epoch 1691 | loss: 0.0312503 | val_loss: 0.031251 | Time: 4184.44 ms [2022-03-30 15:05:23 main:574] : INFO : Epoch 1692 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 3990.64 ms [2022-03-30 15:05:27 main:574] : INFO : Epoch 1693 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 3981.7 ms [2022-03-30 15:05:31 main:574] : INFO : Epoch 1694 | loss: 0.0312503 | val_loss: 0.0312537 | Time: 4346.61 ms [2022-03-30 15:05:35 main:574] : INFO : Epoch 1695 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 3577.7 ms [2022-03-30 15:05:40 main:574] : INFO : Epoch 1696 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 5025.23 ms [2022-03-30 15:05:45 main:574] : INFO : Epoch 1697 | loss: 0.0312504 | val_loss: 0.0312525 | Time: 4998.65 ms [2022-03-30 15:05:49 main:574] : INFO : Epoch 1698 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 4349.06 ms [2022-03-30 15:05:54 main:574] : INFO : Epoch 1699 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 4530.96 ms [2022-03-30 15:05:58 main:574] : INFO : Epoch 1700 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 4555.9 ms [2022-03-30 15:06:02 main:574] : INFO : Epoch 1701 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 4112.73 ms [2022-03-30 15:06:06 main:574] : INFO : Epoch 1702 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 4153.97 ms [2022-03-30 15:06:11 main:574] : INFO : Epoch 1703 | loss: 0.03125 | val_loss: 0.0312532 | Time: 4047.56 ms [2022-03-30 15:06:15 main:574] : INFO : Epoch 1704 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 4134.55 ms [2022-03-30 15:06:19 main:574] : INFO : Epoch 1705 | loss: 0.03125 | val_loss: 0.031252 | Time: 4031.09 ms [2022-03-30 15:06:23 main:574] : INFO : Epoch 1706 | loss: 0.0312504 | val_loss: 0.031251 | Time: 4076.99 ms [2022-03-30 15:06:28 main:574] : INFO : Epoch 1707 | loss: 0.0312502 | val_loss: 0.0312537 | Time: 4975.56 ms [2022-03-30 15:06:33 main:574] : INFO : Epoch 1708 | loss: 0.0312504 | val_loss: 0.0312534 | Time: 5400.5 ms [2022-03-30 15:06:38 main:574] : INFO : Epoch 1709 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 4822.16 ms [2022-03-30 15:06:42 main:574] : INFO : Epoch 1710 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 4022.69 ms [2022-03-30 15:06:46 main:574] : INFO : Epoch 1711 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 4025.27 ms [2022-03-30 15:06:50 main:574] : INFO : Epoch 1712 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 4023.2 ms [2022-03-30 15:06:54 main:574] : INFO : Epoch 1713 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 4116.38 ms [2022-03-30 15:06:58 main:574] : INFO : Epoch 1714 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 3987.24 ms [2022-03-30 15:07:02 main:574] : INFO : Epoch 1715 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4000.16 ms [2022-03-30 15:07:06 main:574] : INFO : Epoch 1716 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 4198.34 ms [2022-03-30 15:07:11 main:574] : INFO : Epoch 1717 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 4073.69 ms [2022-03-30 15:07:15 main:574] : INFO : Epoch 1718 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 4156.24 ms [2022-03-30 15:07:19 main:574] : INFO : Epoch 1719 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 4002.55 ms [2022-03-30 15:07:23 main:574] : INFO : Epoch 1720 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 4193.56 ms [2022-03-30 15:07:28 main:574] : INFO : Epoch 1721 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 4887.19 ms [2022-03-30 15:07:32 main:574] : INFO : Epoch 1722 | loss: 0.0312506 | val_loss: 0.0312537 | Time: 4139.68 ms [2022-03-30 15:07:37 main:574] : INFO : Epoch 1723 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 4642.7 ms [2022-03-30 15:07:41 main:574] : INFO : Epoch 1724 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 4018.03 ms [2022-03-30 15:07:45 main:574] : INFO : Epoch 1725 | loss: 0.0312508 | val_loss: 0.0312533 | Time: 4021.39 ms [2022-03-30 15:07:50 main:574] : INFO : Epoch 1726 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 5227.02 ms [2022-03-30 15:07:54 main:574] : INFO : Epoch 1727 | loss: 0.03125 | val_loss: 0.0312518 | Time: 4106.58 ms [2022-03-30 15:07:59 main:574] : INFO : Epoch 1728 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 4475.66 ms [2022-03-30 15:08:04 main:574] : INFO : Epoch 1729 | loss: 0.03125 | val_loss: 0.0312508 | Time: 5867.17 ms [2022-03-30 15:08:11 main:574] : INFO : Epoch 1730 | loss: 0.03125 | val_loss: 0.0312516 | Time: 6279.42 ms [2022-03-30 15:08:16 main:574] : INFO : Epoch 1731 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 5286.21 ms [2022-03-30 15:08:20 main:574] : INFO : Epoch 1732 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 4034.66 ms [2022-03-30 15:08:24 main:574] : INFO : Epoch 1733 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 4131.15 ms [2022-03-30 15:08:28 main:574] : INFO : Epoch 1734 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3990.78 ms [2022-03-30 15:08:32 main:574] : INFO : Epoch 1735 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3989.54 ms [2022-03-30 15:08:36 main:574] : INFO : Epoch 1736 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3671.92 ms [2022-03-30 15:08:40 main:574] : INFO : Epoch 1737 | loss: 0.03125 | val_loss: 0.0312522 | Time: 3984.58 ms [2022-03-30 15:08:44 main:574] : INFO : Epoch 1738 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 4030.52 ms [2022-03-30 15:08:48 main:574] : INFO : Epoch 1739 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 4007.01 ms [2022-03-30 15:08:52 main:574] : INFO : Epoch 1740 | loss: 0.0312502 | val_loss: 0.0312535 | Time: 4015.51 ms [2022-03-30 15:08:56 main:574] : INFO : Epoch 1741 | loss: 0.031251 | val_loss: 0.0312506 | Time: 4003.41 ms [2022-03-30 15:09:00 main:574] : INFO : Epoch 1742 | loss: 0.03125 | val_loss: 0.0312509 | Time: 4330.45 ms [2022-03-30 15:09:05 main:574] : INFO : Epoch 1743 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 4175.74 ms [2022-03-30 15:09:09 main:574] : INFO : Epoch 1744 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 4794.06 ms [2022-03-30 15:09:14 main:574] : INFO : Epoch 1745 | loss: 0.03125 | val_loss: 0.0312515 | Time: 4651.73 ms [2022-03-30 15:09:19 main:574] : INFO : Epoch 1746 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 5066.69 ms [2022-03-30 15:09:23 main:574] : INFO : Epoch 1747 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 4051.46 ms [2022-03-30 15:09:27 main:574] : INFO : Epoch 1748 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 4013.38 ms [2022-03-30 15:09:31 main:574] : INFO : Epoch 1749 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 4027 ms [2022-03-30 15:09:35 main:574] : INFO : Epoch 1750 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 4025.93 ms [2022-03-30 15:09:39 main:574] : INFO : Epoch 1751 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 4033.32 ms [2022-03-30 15:09:44 main:574] : INFO : Epoch 1752 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 4340.89 ms [2022-03-30 15:09:48 main:574] : INFO : Epoch 1753 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 4512.75 ms [2022-03-30 15:09:54 main:574] : INFO : Epoch 1754 | loss: 0.03125 | val_loss: 0.0312508 | Time: 5656.13 ms [2022-03-30 15:09:58 main:574] : INFO : Epoch 1755 | loss: 0.0312503 | val_loss: 0.0312534 | Time: 4466.53 ms [2022-03-30 15:10:02 main:574] : INFO : Epoch 1756 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 3992.43 ms [2022-03-30 15:10:06 main:574] : INFO : Epoch 1757 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3547.91 ms [2022-03-30 15:10:10 main:574] : INFO : Epoch 1758 | loss: 0.0312505 | val_loss: 0.031252 | Time: 4488.15 ms [2022-03-30 15:10:15 main:574] : INFO : Epoch 1759 | loss: 0.0312522 | val_loss: 0.0312526 | Time: 5042.79 ms [2022-03-30 15:10:20 main:574] : INFO : Epoch 1760 | loss: 0.0312518 | val_loss: 0.0312505 | Time: 4588.21 ms [2022-03-30 15:10:24 main:574] : INFO : Epoch 1761 | loss: 0.031251 | val_loss: 0.0312511 | Time: 4375.31 ms [2022-03-30 15:10:29 main:574] : INFO : Epoch 1762 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 4153.48 ms [2022-03-30 15:10:33 main:574] : INFO : Epoch 1763 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 4020.02 ms [2022-03-30 15:10:37 main:574] : INFO : Epoch 1764 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 4048.8 ms [2022-03-30 15:10:41 main:574] : INFO : Epoch 1765 | loss: 0.0312501 | val_loss: 0.031251 | Time: 4041.09 ms [2022-03-30 15:10:46 main:574] : INFO : Epoch 1766 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 5515.32 ms [2022-03-30 15:10:50 main:574] : INFO : Epoch 1767 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4040.84 ms [2022-03-30 15:10:54 main:574] : INFO : Epoch 1768 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 4053.52 ms [2022-03-30 15:10:58 main:574] : INFO : Epoch 1769 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 4071.88 ms [2022-03-30 15:11:03 main:574] : INFO : Epoch 1770 | loss: 0.03125 | val_loss: 0.0312521 | Time: 4281.73 ms [2022-03-30 15:11:08 main:574] : INFO : Epoch 1771 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 5244.41 ms [2022-03-30 15:11:12 main:574] : INFO : Epoch 1772 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 4119.12 ms [2022-03-30 15:11:16 main:574] : INFO : Epoch 1773 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 4011.16 ms [2022-03-30 15:11:20 main:574] : INFO : Epoch 1774 | loss: 0.03125 | val_loss: 0.031251 | Time: 3983.17 ms [2022-03-30 15:11:25 main:574] : INFO : Epoch 1775 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5210.72 ms [2022-03-30 15:11:30 main:574] : INFO : Epoch 1776 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 4979.67 ms [2022-03-30 15:11:34 main:574] : INFO : Epoch 1777 | loss: 0.0312503 | val_loss: 0.0312551 | Time: 4088.5 ms [2022-03-30 15:11:38 main:574] : INFO : Epoch 1778 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 3360.1 ms [2022-03-30 15:11:42 main:574] : INFO : Epoch 1779 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 4067.02 ms [2022-03-30 15:11:46 main:574] : INFO : Epoch 1780 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 3992.43 ms [2022-03-30 15:11:51 main:574] : INFO : Epoch 1781 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 5104.09 ms [2022-03-30 15:11:56 main:574] : INFO : Epoch 1782 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 5340.9 ms [2022-03-30 15:12:01 main:574] : INFO : Epoch 1783 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 5018.78 ms [2022-03-30 15:12:07 main:574] : INFO : Epoch 1784 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 5750.27 ms [2022-03-30 15:12:11 main:574] : INFO : Epoch 1785 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 4066.21 ms [2022-03-30 15:12:15 main:574] : INFO : Epoch 1786 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 4074.61 ms [2022-03-30 15:12:19 main:574] : INFO : Epoch 1787 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 4132.9 ms [2022-03-30 15:12:23 main:574] : INFO : Epoch 1788 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 4043.92 ms [2022-03-30 15:12:28 main:574] : INFO : Epoch 1789 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 4080.16 ms [2022-03-30 15:12:32 main:574] : INFO : Epoch 1790 | loss: 0.0312501 | val_loss: 0.031251 | Time: 4089.5 ms [2022-03-30 15:12:36 main:574] : INFO : Epoch 1791 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 4071.79 ms [2022-03-30 15:12:40 main:574] : INFO : Epoch 1792 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 4181.3 ms [2022-03-30 15:12:44 main:574] : INFO : Epoch 1793 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 4007.7 ms [2022-03-30 15:12:48 main:574] : INFO : Epoch 1794 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 4464.18 ms [2022-03-30 15:12:54 main:574] : INFO : Epoch 1795 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5421.34 ms [2022-03-30 15:12:59 main:574] : INFO : Epoch 1796 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 4844.64 ms [2022-03-30 15:13:03 main:574] : INFO : Epoch 1797 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 4363.73 ms [2022-03-30 15:13:07 main:574] : INFO : Epoch 1798 | loss: 0.0312506 | val_loss: 0.0312532 | Time: 4127.36 ms [2022-03-30 15:13:11 main:574] : INFO : Epoch 1799 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 4219.13 ms [2022-03-30 15:13:16 main:574] : INFO : Epoch 1800 | loss: 0.0312507 | val_loss: 0.0312563 | Time: 4616.68 ms [2022-03-30 15:13:21 main:574] : INFO : Epoch 1801 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 5196.72 ms [2022-03-30 15:13:25 main:574] : INFO : Epoch 1802 | loss: 0.0312522 | val_loss: 0.0312569 | Time: 4085.2 ms [2022-03-30 15:13:29 main:574] : INFO : Epoch 1803 | loss: 0.0312517 | val_loss: 0.0312524 | Time: 4047.57 ms [2022-03-30 15:13:34 main:574] : INFO : Epoch 1804 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 4819.36 ms [2022-03-30 15:13:38 main:574] : INFO : Epoch 1805 | loss: 0.0312502 | val_loss: 0.031252 | Time: 4037.93 ms [2022-03-30 15:13:42 main:574] : INFO : Epoch 1806 | loss: 0.0312501 | val_loss: 0.0312528 | Time: 4050.7 ms [2022-03-30 15:13:46 main:574] : INFO : Epoch 1807 | loss: 0.0312505 | val_loss: 0.0312521 | Time: 3997.74 ms [2022-03-30 15:13:51 main:574] : INFO : Epoch 1808 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 4397.49 ms [2022-03-30 15:13:56 main:574] : INFO : Epoch 1809 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 4970.64 ms [2022-03-30 15:14:01 main:574] : INFO : Epoch 1810 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 4962.71 ms [2022-03-30 15:14:05 main:574] : INFO : Epoch 1811 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 3989.72 ms [2022-03-30 15:14:09 main:574] : INFO : Epoch 1812 | loss: 0.0312511 | val_loss: 0.0312546 | Time: 3975.85 ms [2022-03-30 15:14:13 main:574] : INFO : Epoch 1813 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 4072.73 ms [2022-03-30 15:14:17 main:574] : INFO : Epoch 1814 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 4015.22 ms [2022-03-30 15:14:21 main:574] : INFO : Epoch 1815 | loss: 0.0312514 | val_loss: 0.0312578 | Time: 4266.73 ms [2022-03-30 15:14:25 main:574] : INFO : Epoch 1816 | loss: 0.0312513 | val_loss: 0.031252 | Time: 4171.51 ms [2022-03-30 15:14:30 main:574] : INFO : Epoch 1817 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5104.8 ms [2022-03-30 15:14:36 main:574] : INFO : Epoch 1818 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 5584.69 ms [2022-03-30 15:14:40 main:574] : INFO : Epoch 1819 | loss: 0.031251 | val_loss: 0.0312513 | Time: 4064.61 ms [2022-03-30 15:14:44 main:574] : INFO : Epoch 1820 | loss: 0.0312516 | val_loss: 0.0312523 | Time: 4245.1 ms [2022-03-30 15:14:49 main:574] : INFO : Epoch 1821 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 4731.74 ms [2022-03-30 15:14:53 main:574] : INFO : Epoch 1822 | loss: 0.0312512 | val_loss: 0.0312533 | Time: 4086.63 ms [2022-03-30 15:14:57 main:574] : INFO : Epoch 1823 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 3991.44 ms [2022-03-30 15:15:01 main:574] : INFO : Epoch 1824 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 4006.37 ms [2022-03-30 15:15:05 main:574] : INFO : Epoch 1825 | loss: 0.0312507 | val_loss: 0.0312531 | Time: 3985.61 ms [2022-03-30 15:15:09 main:574] : INFO : Epoch 1826 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 4081.83 ms [2022-03-30 15:15:14 main:574] : INFO : Epoch 1827 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 4804.16 ms [2022-03-30 15:15:19 main:574] : INFO : Epoch 1828 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 4752.71 ms [2022-03-30 15:15:23 main:574] : INFO : Epoch 1829 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 3972.97 ms [2022-03-30 15:15:27 main:574] : INFO : Epoch 1830 | loss: 0.0312516 | val_loss: 0.0312539 | Time: 3970.66 ms [2022-03-30 15:15:32 main:574] : INFO : Epoch 1831 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 4989.18 ms [2022-03-30 15:15:37 main:574] : INFO : Epoch 1832 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 4657.5 ms [2022-03-30 15:15:40 main:574] : INFO : Epoch 1833 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 3968.58 ms [2022-03-30 15:15:44 main:574] : INFO : Epoch 1834 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 3983.6 ms [2022-03-30 15:15:49 main:574] : INFO : Epoch 1835 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 4635.01 ms [2022-03-30 15:15:53 main:574] : INFO : Epoch 1836 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3752.5 ms [2022-03-30 15:15:57 main:574] : INFO : Epoch 1837 | loss: 0.0312512 | val_loss: 0.031254 | Time: 3956.35 ms [2022-03-30 15:16:02 main:574] : INFO : Epoch 1838 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 5267.84 ms [2022-03-30 15:16:07 main:574] : INFO : Epoch 1839 | loss: 0.0312522 | val_loss: 0.0312573 | Time: 4718.69 ms [2022-03-30 15:16:11 main:574] : INFO : Epoch 1840 | loss: 0.0312512 | val_loss: 0.0312537 | Time: 4330.58 ms [2022-03-30 15:16:15 main:574] : INFO : Epoch 1841 | loss: 0.0312507 | val_loss: 0.031254 | Time: 4017.53 ms [2022-03-30 15:16:19 main:574] : INFO : Epoch 1842 | loss: 0.0312503 | val_loss: 0.031251 | Time: 4012.19 ms [2022-03-30 15:16:23 main:574] : INFO : Epoch 1843 | loss: 0.0312506 | val_loss: 0.031251 | Time: 3996.08 ms [2022-03-30 15:16:27 main:574] : INFO : Epoch 1844 | loss: 0.0312506 | val_loss: 0.0312533 | Time: 4037.18 ms [2022-03-30 15:16:32 main:574] : INFO : Epoch 1845 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 4646.9 ms [2022-03-30 15:16:37 main:574] : INFO : Epoch 1846 | loss: 0.031251 | val_loss: 0.0312518 | Time: 5363.44 ms [2022-03-30 15:16:42 main:574] : INFO : Epoch 1847 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 4332.12 ms [2022-03-30 15:16:46 main:574] : INFO : Epoch 1848 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 3966.58 ms [2022-03-30 15:16:50 main:574] : INFO : Epoch 1849 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 4000.98 ms [2022-03-30 15:16:54 main:574] : INFO : Epoch 1850 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3979.57 ms [2022-03-30 15:16:58 main:574] : INFO : Epoch 1851 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 4016.87 ms [2022-03-30 15:17:02 main:574] : INFO : Epoch 1852 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 4053.34 ms [2022-03-30 15:17:07 main:574] : INFO : Epoch 1853 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 5006.75 ms [2022-03-30 15:17:12 main:574] : INFO : Epoch 1854 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 5435.62 ms [2022-03-30 15:17:16 main:574] : INFO : Epoch 1855 | loss: 0.0312504 | val_loss: 0.0312525 | Time: 4167.42 ms [2022-03-30 15:17:19 main:574] : INFO : Epoch 1856 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 2941.79 ms [2022-03-30 15:17:22 main:574] : INFO : Epoch 1857 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2701.93 ms [2022-03-30 15:17:25 main:574] : INFO : Epoch 1858 | loss: 0.03125 | val_loss: 0.031253 | Time: 3224.28 ms [2022-03-30 15:17:29 main:574] : INFO : Epoch 1859 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 3905.5 ms [2022-03-30 15:17:33 main:574] : INFO : Epoch 1860 | loss: 0.031251 | val_loss: 0.0312532 | Time: 3941.4 ms [2022-03-30 15:17:37 main:574] : INFO : Epoch 1861 | loss: 0.031251 | val_loss: 0.0312511 | Time: 3772.76 ms [2022-03-30 15:17:41 main:574] : INFO : Epoch 1862 | loss: 0.031251 | val_loss: 0.0312554 | Time: 3802.12 ms [2022-03-30 15:17:44 main:574] : INFO : Epoch 1863 | loss: 0.0312505 | val_loss: 0.031252 | Time: 3089.21 ms [2022-03-30 15:17:47 main:574] : INFO : Epoch 1864 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3384.16 ms [2022-03-30 15:17:55 main:574] : INFO : Epoch 1865 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 8029.11 ms [2022-03-30 15:18:05 main:574] : INFO : Epoch 1866 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 9573.33 ms [2022-03-30 15:18:13 main:574] : INFO : Epoch 1867 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 8459.5 ms [2022-03-30 15:18:22 main:574] : INFO : Epoch 1868 | loss: 0.03125 | val_loss: 0.0312507 | Time: 8622.6 ms [2022-03-30 15:18:29 main:574] : INFO : Epoch 1869 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 6965.22 ms [2022-03-30 15:18:36 main:574] : INFO : Epoch 1870 | loss: 0.03125 | val_loss: 0.0312524 | Time: 6795.87 ms [2022-03-30 15:18:43 main:574] : INFO : Epoch 1871 | loss: 0.0312502 | val_loss: 0.0312541 | Time: 6982.04 ms [2022-03-30 15:18:50 main:574] : INFO : Epoch 1872 | loss: 0.0312508 | val_loss: 0.0312538 | Time: 7203.55 ms [2022-03-30 15:18:58 main:574] : INFO : Epoch 1873 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 7957.53 ms [2022-03-30 15:19:05 main:574] : INFO : Epoch 1874 | loss: 0.03125 | val_loss: 0.0312503 | Time: 7206.65 ms [2022-03-30 15:19:12 main:574] : INFO : Epoch 1875 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 6719.89 ms [2022-03-30 15:19:19 main:574] : INFO : Epoch 1876 | loss: 0.0312501 | val_loss: 0.0312528 | Time: 7046.39 ms [2022-03-30 15:19:26 main:574] : INFO : Epoch 1877 | loss: 0.031251 | val_loss: 0.0312511 | Time: 6880.42 ms [2022-03-30 15:19:33 main:574] : INFO : Epoch 1878 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 6987.54 ms [2022-03-30 15:19:40 main:574] : INFO : Epoch 1879 | loss: 0.0312503 | val_loss: 0.0312533 | Time: 7033.04 ms [2022-03-30 15:19:47 main:574] : INFO : Epoch 1880 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 7388.39 ms [2022-03-30 15:19:55 main:574] : INFO : Epoch 1881 | loss: 0.0312504 | val_loss: 0.0312524 | Time: 7740.26 ms [2022-03-30 15:20:03 main:574] : INFO : Epoch 1882 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 7672.65 ms [2022-03-30 15:20:10 main:574] : INFO : Epoch 1883 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 6879.58 ms [2022-03-30 15:20:17 main:574] : INFO : Epoch 1884 | loss: 0.0312509 | val_loss: 0.031252 | Time: 7228.62 ms [2022-03-30 15:20:25 main:574] : INFO : Epoch 1885 | loss: 0.031251 | val_loss: 0.0312531 | Time: 7963.23 ms [2022-03-30 15:20:32 main:574] : INFO : Epoch 1886 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 7553.47 ms [2022-03-30 15:20:40 main:574] : INFO : Epoch 1887 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 7986.74 ms [2022-03-30 15:20:48 main:574] : INFO : Epoch 1888 | loss: 0.0312507 | val_loss: 0.0312533 | Time: 7141.34 ms [2022-03-30 15:20:55 main:574] : INFO : Epoch 1889 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 7054.3 ms [2022-03-30 15:21:02 main:574] : INFO : Epoch 1890 | loss: 0.0312508 | val_loss: 0.0312526 | Time: 7274.01 ms [2022-03-30 15:21:09 main:574] : INFO : Epoch 1891 | loss: 0.03125 | val_loss: 0.0312519 | Time: 7125.16 ms [2022-03-30 15:21:16 main:574] : INFO : Epoch 1892 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 6975.04 ms [2022-03-30 15:21:24 main:574] : INFO : Epoch 1893 | loss: 0.0312504 | val_loss: 0.0312552 | Time: 8176.17 ms [2022-03-30 15:21:32 main:574] : INFO : Epoch 1894 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 7823.98 ms [2022-03-30 15:21:39 main:574] : INFO : Epoch 1895 | loss: 0.0312512 | val_loss: 0.0312528 | Time: 6818.19 ms [2022-03-30 15:21:46 main:574] : INFO : Epoch 1896 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 7025.13 ms [2022-03-30 15:21:54 main:574] : INFO : Epoch 1897 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 7696.77 ms [2022-03-30 15:22:01 main:574] : INFO : Epoch 1898 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 7095.8 ms [2022-03-30 15:22:08 main:574] : INFO : Epoch 1899 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 6892.98 ms [2022-03-30 15:22:16 main:574] : INFO : Epoch 1900 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 8641.94 ms [2022-03-30 15:22:24 main:574] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 7597.42 ms [2022-03-30 15:22:31 main:574] : INFO : Epoch 1902 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 6828.23 ms [2022-03-30 15:22:38 main:574] : INFO : Epoch 1903 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 6961.58 ms [2022-03-30 15:22:45 main:574] : INFO : Epoch 1904 | loss: 0.0312512 | val_loss: 0.0312582 | Time: 7542.6 ms [2022-03-30 15:22:54 main:574] : INFO : Epoch 1905 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 8395.12 ms [2022-03-30 15:23:02 main:574] : INFO : Epoch 1906 | loss: 0.0312501 | val_loss: 0.031254 | Time: 7828.03 ms [2022-03-30 15:23:09 main:574] : INFO : Epoch 1907 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 7133.98 ms [2022-03-30 15:23:16 main:574] : INFO : Epoch 1908 | loss: 0.0312504 | val_loss: 0.0312536 | Time: 7045.6 ms [2022-03-30 15:23:23 main:574] : INFO : Epoch 1909 | loss: 0.031252 | val_loss: 0.0312508 | Time: 7283.31 ms [2022-03-30 15:23:32 main:574] : INFO : Epoch 1910 | loss: 0.0312504 | val_loss: 0.0312531 | Time: 8785.84 ms [2022-03-30 15:23:40 main:574] : INFO : Epoch 1911 | loss: 0.0312515 | val_loss: 0.0312572 | Time: 8421.06 ms [2022-03-30 15:23:48 main:574] : INFO : Epoch 1912 | loss: 0.031252 | val_loss: 0.031253 | Time: 7888.24 ms [2022-03-30 15:23:55 main:574] : INFO : Epoch 1913 | loss: 0.0312503 | val_loss: 0.0312524 | Time: 7213 ms [2022-03-30 15:24:03 main:574] : INFO : Epoch 1914 | loss: 0.0312512 | val_loss: 0.0312562 | Time: 7544.74 ms [2022-03-30 15:24:10 main:574] : INFO : Epoch 1915 | loss: 0.031251 | val_loss: 0.0312507 | Time: 7035.77 ms [2022-03-30 15:24:17 main:574] : INFO : Epoch 1916 | loss: 0.0312502 | val_loss: 0.031252 | Time: 7191.12 ms [2022-03-30 15:24:25 main:574] : INFO : Epoch 1917 | loss: 0.0312507 | val_loss: 0.031255 | Time: 7798.16 ms [2022-03-30 15:24:33 main:574] : INFO : Epoch 1918 | loss: 0.0312515 | val_loss: 0.0312525 | Time: 8066.42 ms [2022-03-30 15:24:42 main:574] : INFO : Epoch 1919 | loss: 0.0312499 | val_loss: 0.0312525 | Time: 8505.42 ms [2022-03-30 15:24:48 main:574] : INFO : Epoch 1920 | loss: 0.0312512 | val_loss: 0.0312529 | Time: 6759.65 ms [2022-03-30 15:24:56 main:574] : INFO : Epoch 1921 | loss: 0.0312514 | val_loss: 0.0312552 | Time: 7243.51 ms [2022-03-30 15:25:03 main:574] : INFO : Epoch 1922 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 7115.25 ms [2022-03-30 15:25:10 main:574] : INFO : Epoch 1923 | loss: 0.0312506 | val_loss: 0.0312544 | Time: 7440.26 ms [2022-03-30 15:25:18 main:574] : INFO : Epoch 1924 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 7729.86 ms [2022-03-30 15:25:25 main:574] : INFO : Epoch 1925 | loss: 0.0312503 | val_loss: 0.031251 | Time: 7154.6 ms [2022-03-30 15:25:33 main:574] : INFO : Epoch 1926 | loss: 0.03125 | val_loss: 0.0312505 | Time: 8061.68 ms [2022-03-30 15:25:42 main:574] : INFO : Epoch 1927 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 8580.68 ms [2022-03-30 15:25:51 main:574] : INFO : Epoch 1928 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 8594.79 ms [2022-03-30 15:25:58 main:574] : INFO : Epoch 1929 | loss: 0.03125 | val_loss: 0.0312521 | Time: 7740.85 ms [2022-03-30 15:26:05 main:574] : INFO : Epoch 1930 | loss: 0.0312505 | val_loss: 0.0312531 | Time: 6875.14 ms [2022-03-30 15:26:12 main:574] : INFO : Epoch 1931 | loss: 0.03125 | val_loss: 0.0312504 | Time: 7157.67 ms [2022-03-30 15:26:20 main:574] : INFO : Epoch 1932 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 7929.7 ms [2022-03-30 15:26:27 main:574] : INFO : Epoch 1933 | loss: 0.0312507 | val_loss: 0.0312534 | Time: 7150.51 ms [2022-03-30 15:26:34 main:574] : INFO : Epoch 1934 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 6942.6 ms [2022-03-30 15:26:43 main:574] : INFO : Epoch 1935 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 8183.12 ms [2022-03-30 15:26:52 main:574] : INFO : Epoch 1936 | loss: 0.0312506 | val_loss: 0.0312529 | Time: 9164.57 ms [2022-03-30 15:27:00 main:574] : INFO : Epoch 1937 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 8464.02 ms [2022-03-30 15:27:08 main:574] : INFO : Epoch 1938 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 7462.38 ms [2022-03-30 15:27:15 main:574] : INFO : Epoch 1939 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 7581.53 ms [2022-03-30 15:27:23 main:574] : INFO : Epoch 1940 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 7208.32 ms [2022-03-30 15:27:30 main:574] : INFO : Epoch 1941 | loss: 0.0312515 | val_loss: 0.0312523 | Time: 7178.02 ms [2022-03-30 15:27:37 main:574] : INFO : Epoch 1942 | loss: 0.0312514 | val_loss: 0.0312523 | Time: 7239.25 ms [2022-03-30 15:27:44 main:574] : INFO : Epoch 1943 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 6981.24 ms [2022-03-30 15:27:52 main:574] : INFO : Epoch 1944 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 7698.4 ms [2022-03-30 15:27:59 main:574] : INFO : Epoch 1945 | loss: 0.03125 | val_loss: 0.0312532 | Time: 7750.52 ms [2022-03-30 15:28:08 main:574] : INFO : Epoch 1946 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 8209.94 ms [2022-03-30 15:28:15 main:574] : INFO : Epoch 1947 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 7507.51 ms [2022-03-30 15:28:22 main:574] : INFO : Epoch 1948 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 6924.92 ms [2022-03-30 15:28:29 main:574] : INFO : Epoch 1949 | loss: 0.0312502 | val_loss: 0.0312531 | Time: 6961.5 ms [2022-03-30 15:28:36 main:574] : INFO : Epoch 1950 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 7306.16 ms [2022-03-30 15:28:45 main:574] : INFO : Epoch 1951 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 8703.46 ms [2022-03-30 15:28:53 main:574] : INFO : Epoch 1952 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 7954.03 ms [2022-03-30 15:29:01 main:574] : INFO : Epoch 1953 | loss: 0.0312507 | val_loss: 0.0312526 | Time: 7358.48 ms [2022-03-30 15:29:08 main:574] : INFO : Epoch 1954 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 7008.26 ms [2022-03-30 15:29:15 main:574] : INFO : Epoch 1955 | loss: 0.0312507 | val_loss: 0.0312544 | Time: 7738.34 ms [2022-03-30 15:29:23 main:574] : INFO : Epoch 1956 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 8168.74 ms [2022-03-30 15:29:30 main:574] : INFO : Epoch 1957 | loss: 0.0312522 | val_loss: 0.0312523 | Time: 6744.22 ms [2022-03-30 15:29:38 main:574] : INFO : Epoch 1958 | loss: 0.0312514 | val_loss: 0.0312527 | Time: 7344.93 ms [2022-03-30 15:29:45 main:574] : INFO : Epoch 1959 | loss: 0.0312514 | val_loss: 0.0312529 | Time: 7103.44 ms [2022-03-30 15:29:53 main:574] : INFO : Epoch 1960 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 8313.12 ms [2022-03-30 15:30:02 main:574] : INFO : Epoch 1961 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 8974.51 ms [2022-03-30 15:30:11 main:574] : INFO : Epoch 1962 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 9243.14 ms [2022-03-30 15:30:19 main:574] : INFO : Epoch 1963 | loss: 0.0312515 | val_loss: 0.0312524 | Time: 7241.54 ms [2022-03-30 15:30:26 main:574] : INFO : Epoch 1964 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 7879.38 ms [2022-03-30 15:30:34 main:574] : INFO : Epoch 1965 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 7797.84 ms [2022-03-30 15:30:42 main:574] : INFO : Epoch 1966 | loss: 0.0312503 | val_loss: 0.0312529 | Time: 7893.49 ms [2022-03-30 15:30:50 main:574] : INFO : Epoch 1967 | loss: 0.0312501 | val_loss: 0.031251 | Time: 7810.93 ms [2022-03-30 15:30:58 main:574] : INFO : Epoch 1968 | loss: 0.03125 | val_loss: 0.0312504 | Time: 7560.81 ms [2022-03-30 15:31:04 main:574] : INFO : Epoch 1969 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 6780.06 ms [2022-03-30 15:31:12 main:574] : INFO : Epoch 1970 | loss: 0.0312501 | val_loss: 0.0312534 | Time: 7374.25 ms [2022-03-30 15:31:20 main:574] : INFO : Epoch 1971 | loss: 0.0312501 | val_loss: 0.0312525 | Time: 8531.34 ms [2022-03-30 15:31:30 main:574] : INFO : Epoch 1972 | loss: 0.0312506 | val_loss: 0.0312575 | Time: 9400.63 ms [2022-03-30 15:31:38 main:574] : INFO : Epoch 1973 | loss: 0.0312511 | val_loss: 0.0312563 | Time: 7946.65 ms [2022-03-30 15:31:45 main:574] : INFO : Epoch 1974 | loss: 0.0312525 | val_loss: 0.0312577 | Time: 7518.33 ms [2022-03-30 15:31:53 main:574] : INFO : Epoch 1975 | loss: 0.0312526 | val_loss: 0.031253 | Time: 8254.94 ms [2022-03-30 15:32:01 main:574] : INFO : Epoch 1976 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 7524.6 ms [2022-03-30 15:32:08 main:574] : INFO : Epoch 1977 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 7247.15 ms [2022-03-30 15:32:16 main:574] : INFO : Epoch 1978 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 7587.69 ms [2022-03-30 15:32:24 main:574] : INFO : Epoch 1979 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 8493.39 ms [2022-03-30 15:32:33 main:574] : INFO : Epoch 1980 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 8593.38 ms [2022-03-30 15:32:41 main:574] : INFO : Epoch 1981 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 7959.5 ms [2022-03-30 15:32:48 main:574] : INFO : Epoch 1982 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 7316.16 ms [2022-03-30 15:32:55 main:574] : INFO : Epoch 1983 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 6964.96 ms [2022-03-30 15:33:03 main:574] : INFO : Epoch 1984 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 7372.33 ms [2022-03-30 15:33:12 main:574] : INFO : Epoch 1985 | loss: 0.0312503 | val_loss: 0.0312524 | Time: 8802.17 ms [2022-03-30 15:33:19 main:574] : INFO : Epoch 1986 | loss: 0.031251 | val_loss: 0.0312534 | Time: 7943.71 ms [2022-03-30 15:33:27 main:574] : INFO : Epoch 1987 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 7222.13 ms [2022-03-30 15:33:34 main:574] : INFO : Epoch 1988 | loss: 0.03125 | val_loss: 0.0312513 | Time: 7554.98 ms [2022-03-30 15:33:43 main:574] : INFO : Epoch 1989 | loss: 0.0312499 | val_loss: 0.0312527 | Time: 8290.35 ms [2022-03-30 15:33:51 main:574] : INFO : Epoch 1990 | loss: 0.0312508 | val_loss: 0.031252 | Time: 8480.09 ms [2022-03-30 15:33:59 main:574] : INFO : Epoch 1991 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 7923.84 ms [2022-03-30 15:34:06 main:574] : INFO : Epoch 1992 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 7194.54 ms [2022-03-30 15:34:13 main:574] : INFO : Epoch 1993 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 7268.61 ms [2022-03-30 15:34:21 main:574] : INFO : Epoch 1994 | loss: 0.0312504 | val_loss: 0.031251 | Time: 7180.95 ms [2022-03-30 15:34:29 main:574] : INFO : Epoch 1995 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 8257.42 ms [2022-03-30 15:34:36 main:574] : INFO : Epoch 1996 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 7227.96 ms [2022-03-30 15:34:43 main:574] : INFO : Epoch 1997 | loss: 0.03125 | val_loss: 0.031251 | Time: 7028.7 ms [2022-03-30 15:34:51 main:574] : INFO : Epoch 1998 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 7789.47 ms [2022-03-30 15:34:59 main:574] : INFO : Epoch 1999 | loss: 0.0312499 | val_loss: 0.031251 | Time: 8255.98 ms [2022-03-30 15:35:09 main:574] : INFO : Epoch 2000 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 9239.19 ms [2022-03-30 15:35:16 main:574] : INFO : Epoch 2001 | loss: 0.0312505 | val_loss: 0.031251 | Time: 7280.94 ms [2022-03-30 15:35:23 main:574] : INFO : Epoch 2002 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 7017.12 ms [2022-03-30 15:35:30 main:574] : INFO : Epoch 2003 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 7198.49 ms [2022-03-30 15:35:38 main:574] : INFO : Epoch 2004 | loss: 0.031251 | val_loss: 0.0312521 | Time: 7559.73 ms [2022-03-30 15:35:45 main:574] : INFO : Epoch 2005 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 7204.99 ms [2022-03-30 15:35:54 main:574] : INFO : Epoch 2006 | loss: 0.0312503 | val_loss: 0.031252 | Time: 8591.12 ms [2022-03-30 15:36:02 main:574] : INFO : Epoch 2007 | loss: 0.0312506 | val_loss: 0.031251 | Time: 8399.52 ms [2022-03-30 15:36:09 main:574] : INFO : Epoch 2008 | loss: 0.031252 | val_loss: 0.0312525 | Time: 7348.47 ms [2022-03-30 15:36:16 main:574] : INFO : Epoch 2009 | loss: 0.031251 | val_loss: 0.0312527 | Time: 7031.19 ms [2022-03-30 15:36:24 main:574] : INFO : Epoch 2010 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 7233.55 ms [2022-03-30 15:36:30 main:574] : INFO : Epoch 2011 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 6853.85 ms [2022-03-30 15:36:39 main:574] : INFO : Epoch 2012 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 8270.05 ms [2022-03-30 15:36:48 main:574] : INFO : Epoch 2013 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 8806.57 ms [2022-03-30 15:36:57 main:574] : INFO : Epoch 2014 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 9143.99 ms [2022-03-30 15:37:04 main:574] : INFO : Epoch 2015 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 7380.6 ms [2022-03-30 15:37:12 main:574] : INFO : Epoch 2016 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 7649.72 ms [2022-03-30 15:37:19 main:574] : INFO : Epoch 2017 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 7141.55 ms [2022-03-30 15:37:27 main:574] : INFO : Epoch 2018 | loss: 0.0312505 | val_loss: 0.0312521 | Time: 7825.16 ms [2022-03-30 15:37:34 main:574] : INFO : Epoch 2019 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 7511.56 ms [2022-03-30 15:37:42 main:574] : INFO : Epoch 2020 | loss: 0.03125 | val_loss: 0.0312522 | Time: 7619.67 ms [2022-03-30 15:37:50 main:574] : INFO : Epoch 2021 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 8188.68 ms [2022-03-30 15:37:59 main:574] : INFO : Epoch 2022 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 8478.87 ms [2022-03-30 15:38:08 main:574] : INFO : Epoch 2023 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 9019.25 ms [2022-03-30 15:38:16 main:574] : INFO : Epoch 2024 | loss: 0.03125 | val_loss: 0.0312508 | Time: 8521.63 ms [2022-03-30 15:38:25 main:574] : INFO : Epoch 2025 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 8338.2 ms [2022-03-30 15:38:33 main:574] : INFO : Epoch 2026 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 8067.65 ms [2022-03-30 15:38:40 main:574] : INFO : Epoch 2027 | loss: 0.0312497 | val_loss: 0.0312521 | Time: 7507 ms [2022-03-30 15:38:48 main:574] : INFO : Epoch 2028 | loss: 0.0312509 | val_loss: 0.0312523 | Time: 8187.22 ms [2022-03-30 15:38:57 main:574] : INFO : Epoch 2029 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 8326.64 ms [2022-03-30 15:39:05 main:574] : INFO : Epoch 2030 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 8694.37 ms [2022-03-30 15:39:13 main:574] : INFO : Epoch 2031 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 7291.66 ms [2022-03-30 15:39:21 main:574] : INFO : Epoch 2032 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 7912.13 ms [2022-03-30 15:39:29 main:574] : INFO : Epoch 2033 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 8316.92 ms [2022-03-30 15:39:37 main:574] : INFO : Epoch 2034 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 7601.6 ms [2022-03-30 15:39:45 main:574] : INFO : Epoch 2035 | loss: 0.03125 | val_loss: 0.031251 | Time: 8026.99 ms [2022-03-30 15:39:52 main:574] : INFO : Epoch 2036 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 7474.07 ms [2022-03-30 15:40:00 main:574] : INFO : Epoch 2037 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 7533.44 ms [2022-03-30 15:40:08 main:574] : INFO : Epoch 2038 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 8059.5 ms [2022-03-30 15:40:16 main:574] : INFO : Epoch 2039 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 8616.28 ms [2022-03-30 15:40:25 main:574] : INFO : Epoch 2040 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 8866.06 ms [2022-03-30 15:40:33 main:574] : INFO : Epoch 2041 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 7546.96 ms [2022-03-30 15:40:41 main:574] : INFO : Epoch 2042 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 8312.66 ms [2022-03-30 15:40:49 main:574] : INFO : Epoch 2043 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 7903.6 ms [2022-03-30 15:40:57 main:574] : INFO : Epoch 2044 | loss: 0.0312518 | val_loss: 0.0312543 | Time: 7655.7 ms [2022-03-30 15:41:05 main:574] : INFO : Epoch 2045 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 8058.08 ms [2022-03-30 15:41:14 main:574] : INFO : Epoch 2046 | loss: 0.0312506 | val_loss: 0.031253 | Time: 9380.01 ms [2022-03-30 15:41:23 main:574] : INFO : Epoch 2047 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 7958.68 ms [2022-03-30 15:41:31 main:574] : INFO : Epoch 2048 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 7903.4 ms [2022-03-30 15:41:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312517 [2022-03-30 15:41:31 main:603] : INFO : Saving end state to config to file [2022-03-30 15:41:31 main:608] : INFO : Success, exiting.. 15:41:31 (29192): 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)