Task 11353580
| Name | ParityModified-1639954890-27508-2-0_1 |
| Workunit | 8102310 |
| Created | 4 Feb 2022, 19:42:20 UTC |
| Sent | 4 Feb 2022, 20:15:25 UTC |
| Report deadline | 12 Feb 2022, 20:15:25 UTC |
| Received | 5 Feb 2022, 2:43:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18786 |
| Run time | 3 hours 23 min 56 sec |
| CPU time | 2 hours 57 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,255.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031156 | val_loss: 0.0311707 | Time: 5959.65 ms
[2022-02-04 20:51:25 main:574] : INFO : Epoch 1543 | loss: 0.0311563 | val_loss: 0.0311706 | Time: 6003.33 ms
[2022-02-04 20:51:31 main:574] : INFO : Epoch 1544 | loss: 0.0311583 | val_loss: 0.031169 | Time: 5925.02 ms
[2022-02-04 20:51:37 main:574] : INFO : Epoch 1545 | loss: 0.0311584 | val_loss: 0.0311662 | Time: 5826.82 ms
[2022-02-04 20:51:43 main:574] : INFO : Epoch 1546 | loss: 0.0311574 | val_loss: 0.0311665 | Time: 6010.36 ms
[2022-02-04 20:51:49 main:574] : INFO : Epoch 1547 | loss: 0.0311557 | val_loss: 0.0311667 | Time: 6034 ms
[2022-02-04 20:51:55 main:574] : INFO : Epoch 1548 | loss: 0.031156 | val_loss: 0.0311686 | Time: 5980.03 ms
[2022-02-04 20:52:01 main:574] : INFO : Epoch 1549 | loss: 0.0311599 | val_loss: 0.0311649 | Time: 5908.13 ms
[2022-02-04 20:52:07 main:574] : INFO : Epoch 1550 | loss: 0.0311634 | val_loss: 0.0311654 | Time: 5991.12 ms
[2022-02-04 20:52:13 main:574] : INFO : Epoch 1551 | loss: 0.0311608 | val_loss: 0.0311653 | Time: 5991.55 ms
[2022-02-04 20:52:19 main:574] : INFO : Epoch 1552 | loss: 0.0311575 | val_loss: 0.031165 | Time: 5956.32 ms
[2022-02-04 20:52:25 main:574] : INFO : Epoch 1553 | loss: 0.031156 | val_loss: 0.0311671 | Time: 5951.3 ms
[2022-02-04 20:52:31 main:574] : INFO : Epoch 1554 | loss: 0.0311554 | val_loss: 0.0311658 | Time: 5983.81 ms
[2022-02-04 20:52:37 main:574] : INFO : Epoch 1555 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 6047.24 ms
[2022-02-04 20:52:43 main:574] : INFO : Epoch 1556 | loss: 0.0311533 | val_loss: 0.0311671 | Time: 5933.54 ms
[2022-02-04 20:52:49 main:574] : INFO : Epoch 1557 | loss: 0.0311553 | val_loss: 0.0311683 | Time: 5957.9 ms
[2022-02-04 20:52:55 main:574] : INFO : Epoch 1558 | loss: 0.0311541 | val_loss: 0.0311668 | Time: 6008.46 ms
[2022-02-04 20:53:01 main:574] : INFO : Epoch 1559 | loss: 0.0311529 | val_loss: 0.0311663 | Time: 6034.74 ms
[2022-02-04 20:53:07 main:574] : INFO : Epoch 1560 | loss: 0.0311527 | val_loss: 0.0311706 | Time: 6010.13 ms
[2022-02-04 20:53:13 main:574] : INFO : Epoch 1561 | loss: 0.0311532 | val_loss: 0.0311694 | Time: 6042.35 ms
[2022-02-04 20:53:19 main:574] : INFO : Epoch 1562 | loss: 0.0311572 | val_loss: 0.0311707 | Time: 6051.6 ms
[2022-02-04 20:53:25 main:574] : INFO : Epoch 1563 | loss: 0.0311589 | val_loss: 0.0311722 | Time: 5533.55 ms
[2022-02-04 20:53:31 main:574] : INFO : Epoch 1564 | loss: 0.0311577 | val_loss: 0.0311685 | Time: 5667.28 ms
[2022-02-04 20:53:37 main:574] : INFO : Epoch 1565 | loss: 0.0311615 | val_loss: 0.0311715 | Time: 6003.91 ms
[2022-02-04 20:53:43 main:574] : INFO : Epoch 1566 | loss: 0.0311592 | val_loss: 0.0311658 | Time: 5994.28 ms
[2022-02-04 20:53:48 main:574] : INFO : Epoch 1567 | loss: 0.0311578 | val_loss: 0.0311661 | Time: 5774.56 ms
[2022-02-04 20:53:54 main:574] : INFO : Epoch 1568 | loss: 0.0311545 | val_loss: 0.0311641 | Time: 5994.72 ms
[2022-02-04 20:54:00 main:574] : INFO : Epoch 1569 | loss: 0.031154 | val_loss: 0.0311634 | Time: 5903.31 ms
[2022-02-04 20:54:06 main:574] : INFO : Epoch 1570 | loss: 0.0311549 | val_loss: 0.0311654 | Time: 5931.68 ms
[2022-02-04 20:54:12 main:574] : INFO : Epoch 1571 | loss: 0.0311563 | val_loss: 0.0311633 | Time: 5956.54 ms
[2022-02-04 20:54:18 main:574] : INFO : Epoch 1572 | loss: 0.0311556 | val_loss: 0.0311609 | Time: 5998.43 ms
[2022-02-04 20:54:24 main:574] : INFO : Epoch 1573 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 5910.53 ms
[2022-02-04 20:54:30 main:574] : INFO : Epoch 1574 | loss: 0.0311552 | val_loss: 0.0311614 | Time: 5972.14 ms
[2022-02-04 20:54:36 main:574] : INFO : Epoch 1575 | loss: 0.0311538 | val_loss: 0.0311635 | Time: 5895.69 ms
[2022-02-04 20:54:42 main:574] : INFO : Epoch 1576 | loss: 0.0311541 | val_loss: 0.0311635 | Time: 5936.14 ms
[2022-02-04 20:54:48 main:574] : INFO : Epoch 1577 | loss: 0.0311529 | val_loss: 0.0311672 | Time: 5965.65 ms
[2022-02-04 20:54:54 main:574] : INFO : Epoch 1578 | loss: 0.0311516 | val_loss: 0.0311636 | Time: 5930.18 ms
[2022-02-04 20:55:00 main:574] : INFO : Epoch 1579 | loss: 0.0311506 | val_loss: 0.0311642 | Time: 6063.14 ms
[2022-02-04 20:55:06 main:574] : INFO : Epoch 1580 | loss: 0.0311497 | val_loss: 0.0311639 | Time: 5953.47 ms
[2022-02-04 20:55:12 main:574] : INFO : Epoch 1581 | loss: 0.0311517 | val_loss: 0.0311658 | Time: 5926.57 ms
[2022-02-04 20:55:18 main:574] : INFO : Epoch 1582 | loss: 0.0311524 | val_loss: 0.0311627 | Time: 5951.38 ms
[2022-02-04 20:55:24 main:574] : INFO : Epoch 1583 | loss: 0.0311506 | val_loss: 0.0311659 | Time: 5999.09 ms
[2022-02-04 20:55:30 main:574] : INFO : Epoch 1584 | loss: 0.03115 | val_loss: 0.0311663 | Time: 6006.06 ms
[2022-02-04 20:55:36 main:574] : INFO : Epoch 1585 | loss: 0.031152 | val_loss: 0.0311632 | Time: 6022.79 ms
[2022-02-04 20:55:42 main:574] : INFO : Epoch 1586 | loss: 0.0311505 | val_loss: 0.0311673 | Time: 5966.33 ms
[2022-02-04 20:55:48 main:574] : INFO : Epoch 1587 | loss: 0.0311512 | val_loss: 0.0311649 | Time: 5978.5 ms
[2022-02-04 20:55:54 main:574] : INFO : Epoch 1588 | loss: 0.0311514 | val_loss: 0.0311688 | Time: 5964.49 ms
[2022-02-04 20:56:00 main:574] : INFO : Epoch 1589 | loss: 0.0311518 | val_loss: 0.0311695 | Time: 6060.77 ms
[2022-02-04 20:56:06 main:574] : INFO : Epoch 1590 | loss: 0.0311508 | val_loss: 0.0311712 | Time: 5988.12 ms
[2022-02-04 20:56:12 main:574] : INFO : Epoch 1591 | loss: 0.0311517 | val_loss: 0.0311676 | Time: 5957.03 ms
[2022-02-04 20:56:18 main:574] : INFO : Epoch 1592 | loss: 0.0311551 | val_loss: 0.0311635 | Time: 6010.91 ms
[2022-02-04 20:56:24 main:574] : INFO : Epoch 1593 | loss: 0.0311521 | val_loss: 0.0311682 | Time: 5970.25 ms
[2022-02-04 20:56:30 main:574] : INFO : Epoch 1594 | loss: 0.0311514 | val_loss: 0.0311668 | Time: 5944.66 ms
[2022-02-04 20:56:36 main:574] : INFO : Epoch 1595 | loss: 0.0311507 | val_loss: 0.0311669 | Time: 5972.01 ms
[2022-02-04 20:56:42 main:574] : INFO : Epoch 1596 | loss: 0.031151 | val_loss: 0.0311639 | Time: 5926.31 ms
[2022-02-04 20:56:48 main:574] : INFO : Epoch 1597 | loss: 0.0311504 | val_loss: 0.031166 | Time: 5933.67 ms
[2022-02-04 20:56:54 main:574] : INFO : Epoch 1598 | loss: 0.0311505 | val_loss: 0.0311645 | Time: 5886.63 ms
[2022-02-04 20:57:00 main:574] : INFO : Epoch 1599 | loss: 0.0311505 | val_loss: 0.0311652 | Time: 5879.8 ms
[2022-02-04 20:57:06 main:574] : INFO : Epoch 1600 | loss: 0.0311486 | val_loss: 0.0311635 | Time: 6037.57 ms
[2022-02-04 20:57:12 main:574] : INFO : Epoch 1601 | loss: 0.0311494 | val_loss: 0.0311666 | Time: 5913.18 ms
[2022-02-04 20:57:18 main:574] : INFO : Epoch 1602 | loss: 0.0311504 | val_loss: 0.0311635 | Time: 5962.34 ms
[2022-02-04 20:57:24 main:574] : INFO : Epoch 1603 | loss: 0.0311498 | val_loss: 0.0311677 | Time: 5939.54 ms
[2022-02-04 20:57:29 main:574] : INFO : Epoch 1604 | loss: 0.031148 | val_loss: 0.0311654 | Time: 5867.84 ms
[2022-02-04 20:57:35 main:574] : INFO : Epoch 1605 | loss: 0.0311478 | val_loss: 0.0311633 | Time: 5874.72 ms
[2022-02-04 20:57:41 main:574] : INFO : Epoch 1606 | loss: 0.0311491 | val_loss: 0.0311648 | Time: 5921.18 ms
[2022-02-04 20:57:47 main:574] : INFO : Epoch 1607 | loss: 0.0311486 | val_loss: 0.031164 | Time: 5937.31 ms
[2022-02-04 20:57:53 main:574] : INFO : Epoch 1608 | loss: 0.0311478 | val_loss: 0.0311664 | Time: 5905.15 ms
[2022-02-04 20:57:59 main:574] : INFO : Epoch 1609 | loss: 0.031147 | val_loss: 0.0311655 | Time: 5853.67 ms
[2022-02-04 20:58:05 main:574] : INFO : Epoch 1610 | loss: 0.0311477 | val_loss: 0.0311674 | Time: 5931.84 ms
[2022-02-04 20:58:11 main:574] : INFO : Epoch 1611 | loss: 0.0311451 | val_loss: 0.0311637 | Time: 6000.71 ms
[2022-02-04 20:58:17 main:574] : INFO : Epoch 1612 | loss: 0.0311459 | val_loss: 0.0311695 | Time: 5961.28 ms
[2022-02-04 20:58:23 main:574] : INFO : Epoch 1613 | loss: 0.03115 | val_loss: 0.0311669 | Time: 5928.59 ms
[2022-02-04 20:58:29 main:574] : INFO : Epoch 1614 | loss: 0.0311487 | val_loss: 0.0311636 | Time: 6001.8 ms
[2022-02-04 20:58:35 main:574] : INFO : Epoch 1615 | loss: 0.0311514 | val_loss: 0.0311665 | Time: 5996.51 ms
[2022-02-04 20:58:41 main:574] : INFO : Epoch 1616 | loss: 0.0311553 | val_loss: 0.0311649 | Time: 5815.82 ms
[2022-02-04 20:58:47 main:574] : INFO : Epoch 1617 | loss: 0.0311564 | val_loss: 0.0311645 | Time: 5892.77 ms
[2022-02-04 20:58:53 main:574] : INFO : Epoch 1618 | loss: 0.0311527 | val_loss: 0.0311681 | Time: 5944.74 ms
[2022-02-04 20:58:59 main:574] : INFO : Epoch 1619 | loss: 0.0311535 | val_loss: 0.0311653 | Time: 5887.2 ms
[2022-02-04 20:59:04 main:574] : INFO : Epoch 1620 | loss: 0.031152 | val_loss: 0.0311629 | Time: 5917.49 ms
[2022-02-04 20:59:10 main:574] : INFO : Epoch 1621 | loss: 0.0311509 | val_loss: 0.0311648 | Time: 5958.97 ms
[2022-02-04 20:59:16 main:574] : INFO : Epoch 1622 | loss: 0.0311513 | val_loss: 0.0311677 | Time: 5988.24 ms
[2022-02-04 20:59:22 main:574] : INFO : Epoch 1623 | loss: 0.0311497 | val_loss: 0.0311639 | Time: 5861.45 ms
[2022-02-04 20:59:28 main:574] : INFO : Epoch 1624 | loss: 0.0311483 | val_loss: 0.0311636 | Time: 5993.69 ms
[2022-02-04 20:59:34 main:574] : INFO : Epoch 1625 | loss: 0.0311493 | val_loss: 0.0311634 | Time: 5990.31 ms
[2022-02-04 20:59:40 main:574] : INFO : Epoch 1626 | loss: 0.0311482 | val_loss: 0.0311615 | Time: 5944.47 ms
[2022-02-04 20:59:46 main:574] : INFO : Epoch 1627 | loss: 0.0311508 | val_loss: 0.0311619 | Time: 5952.54 ms
[2022-02-04 20:59:52 main:574] : INFO : Epoch 1628 | loss: 0.0311606 | val_loss: 0.0311639 | Time: 5984.06 ms
[2022-02-04 20:59:58 main:574] : INFO : Epoch 1629 | loss: 0.0311568 | val_loss: 0.0311622 | Time: 6019.5 ms
[2022-02-04 21:00:04 main:574] : INFO : Epoch 1630 | loss: 0.0311544 | val_loss: 0.031161 | Time: 5993.78 ms
[2022-02-04 21:00:10 main:574] : INFO : Epoch 1631 | loss: 0.0311537 | val_loss: 0.031165 | Time: 5942.14 ms
[2022-02-04 21:00:16 main:574] : INFO : Epoch 1632 | loss: 0.0311546 | val_loss: 0.0311644 | Time: 5997.92 ms
[2022-02-04 21:00:22 main:574] : INFO : Epoch 1633 | loss: 0.0311547 | val_loss: 0.0311613 | Time: 5903.02 ms
[2022-02-04 21:00:28 main:574] : INFO : Epoch 1634 | loss: 0.0311515 | val_loss: 0.0311601 | Time: 5936.67 ms
[2022-02-04 21:00:34 main:574] : INFO : Epoch 1635 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 5729.02 ms
[2022-02-04 21:00:40 main:574] : INFO : Epoch 1636 | loss: 0.0311506 | val_loss: 0.0311596 | Time: 5948.43 ms
[2022-02-04 21:00:46 main:574] : INFO : Epoch 1637 | loss: 0.0311474 | val_loss: 0.0311593 | Time: 6009.12 ms
[2022-02-04 21:00:52 main:574] : INFO : Epoch 1638 | loss: 0.0311471 | val_loss: 0.0311601 | Time: 5847.04 ms
[2022-02-04 21:00:58 main:574] : INFO : Epoch 1639 | loss: 0.0311502 | val_loss: 0.0311582 | Time: 5969.12 ms
[2022-02-04 21:01:04 main:574] : INFO : Epoch 1640 | loss: 0.0311492 | val_loss: 0.0311626 | Time: 5919.33 ms
[2022-02-04 21:01:10 main:574] : INFO : Epoch 1641 | loss: 0.03115 | val_loss: 0.0311601 | Time: 5890.63 ms
[2022-02-04 21:01:16 main:574] : INFO : Epoch 1642 | loss: 0.0311499 | val_loss: 0.0311597 | Time: 5983.94 ms
[2022-02-04 21:01:21 main:574] : INFO : Epoch 1643 | loss: 0.0311491 | val_loss: 0.0311643 | Time: 5929.59 ms
[2022-02-04 21:01:27 main:574] : INFO : Epoch 1644 | loss: 0.0311501 | val_loss: 0.0311617 | Time: 5823.64 ms
[2022-02-04 21:01:33 main:574] : INFO : Epoch 1645 | loss: 0.0311502 | val_loss: 0.0311645 | Time: 5949.12 ms
[2022-02-04 21:01:39 main:574] : INFO : Epoch 1646 | loss: 0.0311501 | val_loss: 0.0311661 | Time: 5945.17 ms
[2022-02-04 21:01:45 main:574] : INFO : Epoch 1647 | loss: 0.0311524 | val_loss: 0.0311644 | Time: 5952.89 ms
[2022-02-04 21:01:51 main:574] : INFO : Epoch 1648 | loss: 0.0311528 | val_loss: 0.0311697 | Time: 5669.91 ms
[2022-02-04 21:01:57 main:574] : INFO : Epoch 1649 | loss: 0.0311567 | val_loss: 0.0311673 | Time: 5914.25 ms
[2022-02-04 21:02:03 main:574] : INFO : Epoch 1650 | loss: 0.0311566 | val_loss: 0.031169 | Time: 5984.66 ms
[2022-02-04 21:02:09 main:574] : INFO : Epoch 1651 | loss: 0.0311528 | val_loss: 0.0311611 | Time: 5991.84 ms
[2022-02-04 21:02:15 main:574] : INFO : Epoch 1652 | loss: 0.0311513 | val_loss: 0.031163 | Time: 5945.43 ms
[2022-02-04 21:02:21 main:574] : INFO : Epoch 1653 | loss: 0.0311496 | val_loss: 0.0311601 | Time: 5909.85 ms
[2022-02-04 21:02:27 main:574] : INFO : Epoch 1654 | loss: 0.0311483 | val_loss: 0.0311591 | Time: 5915.92 ms
[2022-02-04 21:02:33 main:574] : INFO : Epoch 1655 | loss: 0.0311485 | val_loss: 0.0311636 | Time: 5969.82 ms
[2022-02-04 21:02:39 main:574] : INFO : Epoch 1656 | loss: 0.0311476 | val_loss: 0.0311585 | Time: 5964.62 ms
[2022-02-04 21:02:45 main:574] : INFO : Epoch 1657 | loss: 0.031149 | val_loss: 0.031159 | Time: 5974.02 ms
[2022-02-04 21:02:51 main:574] : INFO : Epoch 1658 | loss: 0.031147 | val_loss: 0.0311579 | Time: 6002.39 ms
[2022-02-04 21:02:57 main:574] : INFO : Epoch 1659 | loss: 0.0311441 | val_loss: 0.031157 | Time: 6017.11 ms
[2022-02-04 21:03:03 main:574] : INFO : Epoch 1660 | loss: 0.0311467 | val_loss: 0.0311557 | Time: 5944.3 ms
[2022-02-04 21:03:09 main:574] : INFO : Epoch 1661 | loss: 0.031152 | val_loss: 0.0311643 | Time: 5978.98 ms
[2022-02-04 21:03:15 main:574] : INFO : Epoch 1662 | loss: 0.0311534 | val_loss: 0.0311642 | Time: 6000.11 ms
[2022-02-04 21:03:21 main:574] : INFO : Epoch 1663 | loss: 0.0311502 | val_loss: 0.0311662 | Time: 5950.28 ms
[2022-02-04 21:03:26 main:574] : INFO : Epoch 1664 | loss: 0.0311491 | val_loss: 0.0311623 | Time: 5972.07 ms
[2022-02-04 21:03:32 main:574] : INFO : Epoch 1665 | loss: 0.0311483 | val_loss: 0.0311594 | Time: 5989.99 ms
[2022-02-04 21:03:39 main:574] : INFO : Epoch 1666 | loss: 0.0311494 | val_loss: 0.0311602 | Time: 6002.69 ms
[2022-02-04 21:03:44 main:574] : INFO : Epoch 1667 | loss: 0.031148 | val_loss: 0.031161 | Time: 5912.94 ms
[2022-02-04 21:03:50 main:574] : INFO : Epoch 1668 | loss: 0.0311502 | val_loss: 0.0311626 | Time: 5919.39 ms
[2022-02-04 21:03:56 main:574] : INFO : Epoch 1669 | loss: 0.0311507 | val_loss: 0.0311623 | Time: 5996.9 ms
[2022-02-04 21:04:02 main:574] : INFO : Epoch 1670 | loss: 0.0311499 | val_loss: 0.03116 | Time: 6004.11 ms
[2022-02-04 21:04:08 main:574] : INFO : Epoch 1671 | loss: 0.0311478 | val_loss: 0.0311606 | Time: 5997.14 ms
[2022-02-04 21:04:14 main:574] : INFO : Epoch 1672 | loss: 0.031147 | val_loss: 0.0311599 | Time: 5909.67 ms
[2022-02-04 21:04:20 main:574] : INFO : Epoch 1673 | loss: 0.031146 | val_loss: 0.0311576 | Time: 5810.98 ms
[2022-02-04 21:04:26 main:574] : INFO : Epoch 1674 | loss: 0.0311443 | val_loss: 0.0311566 | Time: 5929.12 ms
[2022-02-04 21:04:32 main:574] : INFO : Epoch 1675 | loss: 0.0311428 | val_loss: 0.0311594 | Time: 5952.64 ms
[2022-02-04 21:04:38 main:574] : INFO : Epoch 1676 | loss: 0.0311433 | val_loss: 0.0311597 | Time: 5942.2 ms
[2022-02-04 21:04:44 main:574] : INFO : Epoch 1677 | loss: 0.0311441 | val_loss: 0.0311606 | Time: 5946.2 ms
[2022-02-04 21:04:50 main:574] : INFO : Epoch 1678 | loss: 0.0311459 | val_loss: 0.031161 | Time: 5908.55 ms
[2022-02-04 21:04:56 main:574] : INFO : Epoch 1679 | loss: 0.0311476 | val_loss: 0.0311631 | Time: 5950.77 ms
[2022-02-04 21:05:02 main:574] : INFO : Epoch 1680 | loss: 0.0311507 | val_loss: 0.0311594 | Time: 5947.7 ms
[2022-02-04 21:05:08 main:574] : INFO : Epoch 1681 | loss: 0.0311742 | val_loss: 0.0311829 | Time: 5947.77 ms
[2022-02-04 21:05:14 main:574] : INFO : Epoch 1682 | loss: 0.0311856 | val_loss: 0.0311792 | Time: 5942.7 ms
[2022-02-04 21:05:20 main:574] : INFO : Epoch 1683 | loss: 0.0311798 | val_loss: 0.0311748 | Time: 5990.06 ms
[2022-02-04 21:05:26 main:574] : INFO : Epoch 1684 | loss: 0.0311761 | val_loss: 0.0311713 | Time: 5999.54 ms
[2022-02-04 21:05:32 main:574] : INFO : Epoch 1685 | loss: 0.0311721 | val_loss: 0.0311697 | Time: 6000.91 ms
[2022-02-04 21:05:38 main:574] : INFO : Epoch 1686 | loss: 0.0311709 | val_loss: 0.0311726 | Time: 5950.08 ms
[2022-02-04 21:05:44 main:574] : INFO : Epoch 1687 | loss: 0.031169 | val_loss: 0.0311675 | Time: 6003.06 ms
[2022-02-04 21:05:50 main:574] : INFO : Epoch 1688 | loss: 0.031167 | val_loss: 0.0311672 | Time: 5993.85 ms
[2022-02-04 21:05:56 main:574] : INFO : Epoch 1689 | loss: 0.0311656 | val_loss: 0.0311657 | Time: 5974.5 ms
[2022-02-04 21:06:02 main:574] : INFO : Epoch 1690 | loss: 0.0311668 | val_loss: 0.0311663 | Time: 5906.25 ms
[2022-02-04 21:06:08 main:574] : INFO : Epoch 1691 | loss: 0.0311658 | val_loss: 0.0311663 | Time: 6000.41 ms
[2022-02-04 21:06:14 main:574] : INFO : Epoch 1692 | loss: 0.0311647 | val_loss: 0.0311648 | Time: 5979.42 ms
[2022-02-04 21:06:20 main:574] : INFO : Epoch 1693 | loss: 0.031164 | val_loss: 0.0311644 | Time: 5976.95 ms
[2022-02-04 21:06:26 main:574] : INFO : Epoch 1694 | loss: 0.0311627 | val_loss: 0.0311658 | Time: 5981.61 ms
[2022-02-04 21:06:32 main:574] : INFO : Epoch 1695 | loss: 0.0311611 | val_loss: 0.0311623 | Time: 5874.47 ms
[2022-02-04 21:06:37 main:574] : INFO : Epoch 1696 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 5890.88 ms
[2022-02-04 21:06:43 main:574] : INFO : Epoch 1697 | loss: 0.0311597 | val_loss: 0.031162 | Time: 5922.08 ms
[2022-02-04 21:06:49 main:574] : INFO : Epoch 1698 | loss: 0.0311587 | val_loss: 0.0311624 | Time: 6026.97 ms
[2022-02-04 21:06:56 main:574] : INFO : Epoch 1699 | loss: 0.0311598 | val_loss: 0.0311623 | Time: 6016.31 ms
[2022-02-04 21:07:02 main:574] : INFO : Epoch 1700 | loss: 0.031159 | val_loss: 0.0311635 | Time: 6034.28 ms
[2022-02-04 21:07:08 main:574] : INFO : Epoch 1701 | loss: 0.0311584 | val_loss: 0.0311623 | Time: 6031.5 ms
[2022-02-04 21:07:14 main:574] : INFO : Epoch 1702 | loss: 0.0311586 | val_loss: 0.0311661 | Time: 6006.36 ms
[2022-02-04 21:07:20 main:574] : INFO : Epoch 1703 | loss: 0.0311647 | val_loss: 0.0311679 | Time: 5950.68 ms
[2022-02-04 21:07:26 main:574] : INFO : Epoch 1704 | loss: 0.0311667 | val_loss: 0.0311635 | Time: 5958.66 ms
[2022-02-04 21:07:32 main:574] : INFO : Epoch 1705 | loss: 0.0311675 | val_loss: 0.0311641 | Time: 6043.65 ms
[2022-02-04 21:07:38 main:574] : INFO : Epoch 1706 | loss: 0.0311691 | val_loss: 0.031163 | Time: 5997.2 ms
[2022-02-04 21:07:44 main:574] : INFO : Epoch 1707 | loss: 0.0311614 | val_loss: 0.0311605 | Time: 6076.05 ms
[2022-02-04 21:07:50 main:574] : INFO : Epoch 1708 | loss: 0.0311596 | val_loss: 0.0311618 | Time: 6002.32 ms
[2022-02-04 21:07:56 main:574] : INFO : Epoch 1709 | loss: 0.0311591 | val_loss: 0.0311628 | Time: 5939.81 ms
[2022-02-04 21:08:02 main:574] : INFO : Epoch 1710 | loss: 0.0311613 | val_loss: 0.031162 | Time: 5774.53 ms
[2022-02-04 21:08:08 main:574] : INFO : Epoch 1711 | loss: 0.0311593 | val_loss: 0.0311616 | Time: 5933.56 ms
[2022-02-04 21:08:14 main:574] : INFO : Epoch 1712 | loss: 0.0311581 | val_loss: 0.0311592 | Time: 5994.44 ms
[2022-02-04 21:08:20 main:574] : INFO : Epoch 1713 | loss: 0.0311564 | val_loss: 0.0311591 | Time: 5988.63 ms
[2022-02-04 21:08:26 main:574] : INFO : Epoch 1714 | loss: 0.0311556 | val_loss: 0.0311606 | Time: 6015.59 ms
[2022-02-04 21:08:32 main:574] : INFO : Epoch 1715 | loss: 0.0311545 | val_loss: 0.0311615 | Time: 5981.92 ms
[2022-02-04 21:08:37 main:574] : INFO : Epoch 1716 | loss: 0.0311557 | val_loss: 0.0311593 | Time: 5895.75 ms
[2022-02-04 21:08:43 main:574] : INFO : Epoch 1717 | loss: 0.0311544 | val_loss: 0.0311635 | Time: 5852.72 ms
[2022-02-04 21:08:49 main:574] : INFO : Epoch 1718 | loss: 0.0311551 | val_loss: 0.0311653 | Time: 5938.37 ms
[2022-02-04 21:08:55 main:574] : INFO : Epoch 1719 | loss: 0.0311542 | val_loss: 0.0311612 | Time: 5849.96 ms
[2022-02-04 21:09:01 main:574] : INFO : Epoch 1720 | loss: 0.0311554 | val_loss: 0.031162 | Time: 5967.51 ms
[2022-02-04 21:09:07 main:574] : INFO : Epoch 1721 | loss: 0.0311549 | val_loss: 0.0311603 | Time: 5806.39 ms
[2022-02-04 21:09:13 main:574] : INFO : Epoch 1722 | loss: 0.0311555 | val_loss: 0.0311581 | Time: 5993.51 ms
[2022-02-04 21:09:19 main:574] : INFO : Epoch 1723 | loss: 0.0311553 | val_loss: 0.0311571 | Time: 5952.35 ms
[2022-02-04 21:09:25 main:574] : INFO : Epoch 1724 | loss: 0.0311531 | val_loss: 0.0311563 | Time: 5907 ms
[2022-02-04 21:09:31 main:574] : INFO : Epoch 1725 | loss: 0.031151 | val_loss: 0.0311561 | Time: 5985.87 ms
[2022-02-04 21:09:37 main:574] : INFO : Epoch 1726 | loss: 0.0311497 | val_loss: 0.0311573 | Time: 6085.03 ms
[2022-02-04 21:09:43 main:574] : INFO : Epoch 1727 | loss: 0.0311498 | val_loss: 0.0311587 | Time: 5969.51 ms
[2022-02-04 21:09:49 main:574] : INFO : Epoch 1728 | loss: 0.0311579 | val_loss: 0.0311621 | Time: 5921.49 ms
[2022-02-04 21:09:55 main:574] : INFO : Epoch 1729 | loss: 0.0311575 | val_loss: 0.0311584 | Time: 5921.94 ms
[2022-02-04 21:10:01 main:574] : INFO : Epoch 1730 | loss: 0.0311564 | val_loss: 0.0311568 | Time: 6065.52 ms
[2022-02-04 21:10:07 main:574] : INFO : Epoch 1731 | loss: 0.0311605 | val_loss: 0.0311673 | Time: 5912.28 ms
[2022-02-04 21:10:13 main:574] : INFO : Epoch 1732 | loss: 0.0311616 | val_loss: 0.0311653 | Time: 5997.53 ms
[2022-02-04 21:10:19 main:574] : INFO : Epoch 1733 | loss: 0.0311577 | val_loss: 0.0311588 | Time: 5979.69 ms
[2022-02-04 21:10:25 main:574] : INFO : Epoch 1734 | loss: 0.0311558 | val_loss: 0.0311574 | Time: 5948.16 ms
[2022-02-04 21:10:31 main:574] : INFO : Epoch 1735 | loss: 0.0311532 | val_loss: 0.0311546 | Time: 5959.24 ms
[2022-02-04 21:10:37 main:574] : INFO : Epoch 1736 | loss: 0.0311531 | val_loss: 0.0311553 | Time: 5989.56 ms
[2022-02-04 21:10:43 main:574] : INFO : Epoch 1737 | loss: 0.0311516 | val_loss: 0.0311556 | Time: 5947.86 ms
[2022-02-04 21:10:49 main:574] : INFO : Epoch 1738 | loss: 0.031151 | val_loss: 0.0311551 | Time: 6052.16 ms
[2022-02-04 21:10:55 main:574] : INFO : Epoch 1739 | loss: 0.0311523 | val_loss: 0.0311547 | Time: 5796.74 ms
[2022-02-04 21:11:01 main:574] : INFO : Epoch 1740 | loss: 0.0311519 | val_loss: 0.0311554 | Time: 5991.4 ms
[2022-02-04 21:11:07 main:574] : INFO : Epoch 1741 | loss: 0.0311514 | val_loss: 0.0311546 | Time: 6018.04 ms
[2022-02-04 21:11:13 main:574] : INFO : Epoch 1742 | loss: 0.0311517 | val_loss: 0.0311561 | Time: 5951.61 ms
[2022-02-04 21:11:19 main:574] : INFO : Epoch 1743 | loss: 0.0311521 | val_loss: 0.0311563 | Time: 5968.04 ms
[2022-02-04 21:11:25 main:574] : INFO : Epoch 1744 | loss: 0.0311507 | val_loss: 0.031156 | Time: 5985.57 ms
[2022-02-04 21:11:31 main:574] : INFO : Epoch 1745 | loss: 0.0311491 | val_loss: 0.0311554 | Time: 6070.18 ms
[2022-02-04 21:11:37 main:574] : INFO : Epoch 1746 | loss: 0.0311481 | val_loss: 0.0311555 | Time: 5916.06 ms
[2022-02-04 21:11:43 main:574] : INFO : Epoch 1747 | loss: 0.0311484 | val_loss: 0.0311585 | Time: 5975.01 ms
[2022-02-04 21:11:49 main:574] : INFO : Epoch 1748 | loss: 0.0311472 | val_loss: 0.031155 | Time: 6003.36 ms
[2022-02-04 21:11:55 main:574] : INFO : Epoch 1749 | loss: 0.0311497 | val_loss: 0.0311535 | Time: 5981.68 ms
[2022-02-04 21:12:01 main:574] : INFO : Epoch 1750 | loss: 0.0311502 | val_loss: 0.031156 | Time: 5890.64 ms
[2022-02-04 21:12:06 main:574] : INFO : Epoch 1751 | loss: 0.0311496 | val_loss: 0.0311533 | Time: 5942.32 ms
[2022-02-04 21:12:12 main:574] : INFO : Epoch 1752 | loss: 0.0311467 | val_loss: 0.0311496 | Time: 5968.65 ms
[2022-02-04 21:12:18 main:574] : INFO : Epoch 1753 | loss: 0.0311459 | val_loss: 0.0311496 | Time: 5890.95 ms
[2022-02-04 21:12:24 main:574] : INFO : Epoch 1754 | loss: 0.0311456 | val_loss: 0.0311494 | Time: 5890.27 ms
[2022-02-04 21:12:30 main:574] : INFO : Epoch 1755 | loss: 0.031146 | val_loss: 0.0311486 | Time: 5890.1 ms
[2022-02-04 21:12:36 main:574] : INFO : Epoch 1756 | loss: 0.0311448 | val_loss: 0.0311501 | Time: 6076.53 ms
[2022-02-04 21:12:42 main:574] : INFO : Epoch 1757 | loss: 0.0311443 | val_loss: 0.0311489 | Time: 6013.35 ms
[2022-02-04 21:12:48 main:574] : INFO : Epoch 1758 | loss: 0.0311436 | val_loss: 0.0311493 | Time: 5794 ms
[2022-02-04 21:12:54 main:574] : INFO : Epoch 1759 | loss: 0.0311443 | val_loss: 0.0311469 | Time: 5959.03 ms
[2022-02-04 21:13:00 main:574] : INFO : Epoch 1760 | loss: 0.0311452 | val_loss: 0.0311485 | Time: 5809.9 ms
[2022-02-04 21:13:06 main:574] : INFO : Epoch 1761 | loss: 0.0311434 | val_loss: 0.0311467 | Time: 5936.58 ms
[2022-02-04 21:13:12 main:574] : INFO : Epoch 1762 | loss: 0.0311421 | val_loss: 0.0311489 | Time: 6020.05 ms
[2022-02-04 21:13:18 main:574] : INFO : Epoch 1763 | loss: 0.0311454 | val_loss: 0.0311496 | Time: 6104.22 ms
[2022-02-04 21:13:24 main:574] : INFO : Epoch 1764 | loss: 0.0311449 | val_loss: 0.0311477 | Time: 6058.05 ms
[2022-02-04 21:13:30 main:574] : INFO : Epoch 1765 | loss: 0.0311444 | val_loss: 0.0311499 | Time: 5950.29 ms
[2022-02-04 21:13:36 main:574] : INFO : Epoch 1766 | loss: 0.0311434 | val_loss: 0.0311516 | Time: 5984.35 ms
[2022-02-04 21:13:42 main:574] : INFO : Epoch 1767 | loss: 0.0311452 | val_loss: 0.03115 | Time: 5967.45 ms
[2022-02-04 21:13:48 main:574] : INFO : Epoch 1768 | loss: 0.0311471 | val_loss: 0.0311493 | Time: 6035.8 ms
[2022-02-04 21:13:54 main:574] : INFO : Epoch 1769 | loss: 0.0311458 | val_loss: 0.0311524 | Time: 5945.8 ms
[2022-02-04 21:14:00 main:574] : INFO : Epoch 1770 | loss: 0.0311638 | val_loss: 0.0311698 | Time: 5936.68 ms
[2022-02-04 21:14:06 main:574] : INFO : Epoch 1771 | loss: 0.0325808 | val_loss: 0.0319084 | Time: 5979.31 ms
[2022-02-04 21:14:12 main:574] : INFO : Epoch 1772 | loss: 0.0360204 | val_loss: 0.0328503 | Time: 5956.36 ms
[2022-02-04 21:14:18 main:574] : INFO : Epoch 1773 | loss: 0.0318879 | val_loss: 0.0316122 | Time: 5996.32 ms
[2022-02-04 21:14:24 main:574] : INFO : Epoch 1774 | loss: 0.0313393 | val_loss: 0.0312376 | Time: 5998.66 ms
[2022-02-04 21:14:30 main:574] : INFO : Epoch 1775 | loss: 0.0312119 | val_loss: 0.03118 | Time: 6048.25 ms
[2022-02-04 21:14:36 main:574] : INFO : Epoch 1776 | loss: 0.0311656 | val_loss: 0.0311632 | Time: 5938.51 ms
[2022-02-04 21:14:42 main:574] : INFO : Epoch 1777 | loss: 0.0311542 | val_loss: 0.0311592 | Time: 5937.21 ms
[2022-02-04 21:14:48 main:574] : INFO : Epoch 1778 | loss: 0.0311505 | val_loss: 0.0311561 | Time: 5904.23 ms
[2022-02-04 21:14:54 main:574] : INFO : Epoch 1779 | loss: 0.0311483 | val_loss: 0.0311551 | Time: 5938.84 ms
[2022-02-04 21:15:00 main:574] : INFO : Epoch 1780 | loss: 0.0311473 | val_loss: 0.0311549 | Time: 5984.47 ms
[2022-02-04 21:15:06 main:574] : INFO : Epoch 1781 | loss: 0.0311465 | val_loss: 0.0311561 | Time: 5916.06 ms
[2022-02-04 21:15:12 main:574] : INFO : Epoch 1782 | loss: 0.0311465 | val_loss: 0.0311529 | Time: 5939.94 ms
[2022-02-04 21:15:18 main:574] : INFO : Epoch 1783 | loss: 0.0311456 | val_loss: 0.0311508 | Time: 5966.94 ms
[2022-02-04 21:15:24 main:574] : INFO : Epoch 1784 | loss: 0.031144 | val_loss: 0.0311534 | Time: 5950.96 ms
[2022-02-04 21:15:30 main:574] : INFO : Epoch 1785 | loss: 0.0311431 | val_loss: 0.0311498 | Time: 6026.02 ms
[2022-02-04 21:15:36 main:574] : INFO : Epoch 1786 | loss: 0.0311432 | val_loss: 0.0311548 | Time: 6038.37 ms
[2022-02-04 21:15:42 main:574] : INFO : Epoch 1787 | loss: 0.0311431 | val_loss: 0.0311507 | Time: 5972.15 ms
[2022-02-04 21:15:48 main:574] : INFO : Epoch 1788 | loss: 0.0311405 | val_loss: 0.0311508 | Time: 5999.83 ms
[2022-02-04 21:15:54 main:574] : INFO : Epoch 1789 | loss: 0.0311397 | val_loss: 0.0311495 | Time: 5996.58 ms
[2022-02-04 21:16:00 main:574] : INFO : Epoch 1790 | loss: 0.0311396 | val_loss: 0.0311488 | Time: 5877.56 ms
[2022-02-04 21:16:06 main:574] : INFO : Epoch 1791 | loss: 0.0311395 | val_loss: 0.0311501 | Time: 5891.36 ms
[2022-02-04 21:16:12 main:574] : INFO : Epoch 1792 | loss: 0.0311394 | val_loss: 0.0311483 | Time: 6004.56 ms
[2022-02-04 21:16:18 main:574] : INFO : Epoch 1793 | loss: 0.0311381 | val_loss: 0.031149 | Time: 5945.7 ms
[2022-02-04 21:16:23 main:574] : INFO : Epoch 1794 | loss: 0.0311384 | val_loss: 0.0311501 | Time: 5932.03 ms
[2022-02-04 21:16:29 main:574] : INFO : Epoch 1795 | loss: 0.031139 | val_loss: 0.031147 | Time: 6033.02 ms
[2022-02-04 21:16:36 main:574] : INFO : Epoch 1796 | loss: 0.0311379 | val_loss: 0.0311473 | Time: 5991.15 ms
[2022-02-04 21:16:42 main:574] : INFO : Epoch 1797 | loss: 0.0311372 | val_loss: 0.0311485 | Time: 5979.29 ms
[2022-02-04 21:16:47 main:574] : INFO : Epoch 1798 | loss: 0.0311391 | val_loss: 0.0311468 | Time: 5975.44 ms
[2022-02-04 21:16:54 main:574] : INFO : Epoch 1799 | loss: 0.0311435 | val_loss: 0.0311469 | Time: 6072.8 ms
[2022-02-04 21:17:00 main:574] : INFO : Epoch 1800 | loss: 0.0311432 | val_loss: 0.0311473 | Time: 6001.57 ms
[2022-02-04 21:17:06 main:574] : INFO : Epoch 1801 | loss: 0.0311406 | val_loss: 0.0311463 | Time: 6010.32 ms
[2022-02-04 21:17:12 main:574] : INFO : Epoch 1802 | loss: 0.031139 | val_loss: 0.0311455 | Time: 5915.17 ms
[2022-02-04 21:17:17 main:574] : INFO : Epoch 1803 | loss: 0.0311377 | val_loss: 0.0311461 | Time: 5896.05 ms
[2022-02-04 21:17:23 main:574] : INFO : Epoch 1804 | loss: 0.0311359 | val_loss: 0.031146 | Time: 6007.58 ms
[2022-02-04 21:17:29 main:574] : INFO : Epoch 1805 | loss: 0.0311349 | val_loss: 0.0311454 | Time: 5951.07 ms
[2022-02-04 21:17:35 main:574] : INFO : Epoch 1806 | loss: 0.0311352 | val_loss: 0.0311458 | Time: 5935.75 ms
[2022-02-04 21:17:41 main:574] : INFO : Epoch 1807 | loss: 0.031135 | val_loss: 0.0311451 | Time: 5979.46 ms
[2022-02-04 21:17:47 main:574] : INFO : Epoch 1808 | loss: 0.0311344 | val_loss: 0.031145 | Time: 5958.81 ms
[2022-02-04 21:17:53 main:574] : INFO : Epoch 1809 | loss: 0.0311348 | val_loss: 0.0311471 | Time: 5910.87 ms
[2022-02-04 21:17:59 main:574] : INFO : Epoch 1810 | loss: 0.0311374 | val_loss: 0.0311468 | Time: 6023.88 ms
[2022-02-04 21:18:05 main:574] : INFO : Epoch 1811 | loss: 0.0311381 | val_loss: 0.0311447 | Time: 5985.16 ms
[2022-02-04 21:18:11 main:574] : INFO : Epoch 1812 | loss: 0.031138 | val_loss: 0.0311432 | Time: 5937.09 ms
[2022-02-04 21:18:17 main:574] : INFO : Epoch 1813 | loss: 0.0311366 | val_loss: 0.0311438 | Time: 6078.12 ms
[2022-02-04 21:18:23 main:574] : INFO : Epoch 1814 | loss: 0.0311353 | val_loss: 0.0311441 | Time: 5977.91 ms
[2022-02-04 21:18:29 main:574] : INFO : Epoch 1815 | loss: 0.0311381 | val_loss: 0.0311426 | Time: 5951.35 ms
[2022-02-04 21:18:35 main:574] : INFO : Epoch 1816 | loss: 0.0311357 | val_loss: 0.031143 | Time: 6021.47 ms
[2022-02-04 21:18:41 main:574] : INFO : Epoch 1817 | loss: 0.0311349 | val_loss: 0.0311434 | Time: 5928.52 ms
[2022-02-04 21:18:47 main:574] : INFO : Epoch 1818 | loss: 0.0311344 | val_loss: 0.0311414 | Time: 6018.68 ms
[2022-02-04 21:18:53 main:574] : INFO : Epoch 1819 | loss: 0.0311329 | val_loss: 0.0311428 | Time: 5931.13 ms
[2022-02-04 21:18:59 main:574] : INFO : Epoch 1820 | loss: 0.0311331 | val_loss: 0.0311415 | Time: 6041.7 ms
[2022-02-04 21:19:05 main:574] : INFO : Epoch 1821 | loss: 0.0311347 | val_loss: 0.0311522 | Time: 5894.48 ms
[2022-02-04 21:19:11 main:574] : INFO : Epoch 1822 | loss: 0.0311556 | val_loss: 0.0311556 | Time: 5971.92 ms
[2022-02-04 21:19:17 main:574] : INFO : Epoch 1823 | loss: 0.0311541 | val_loss: 0.0311531 | Time: 5901.86 ms
[2022-02-04 21:19:23 main:574] : INFO : Epoch 1824 | loss: 0.0311524 | val_loss: 0.0311508 | Time: 5998.13 ms
[2022-02-04 21:19:29 main:574] : INFO : Epoch 1825 | loss: 0.0311482 | val_loss: 0.0311508 | Time: 6041.52 ms
[2022-02-04 21:19:35 main:574] : INFO : Epoch 1826 | loss: 0.0311452 | val_loss: 0.0311489 | Time: 6022.74 ms
[2022-02-04 21:19:41 main:574] : INFO : Epoch 1827 | loss: 0.0311445 | val_loss: 0.0311462 | Time: 6001.25 ms
[2022-02-04 21:19:47 main:574] : INFO : Epoch 1828 | loss: 0.0311437 | val_loss: 0.0311454 | Time: 6005.94 ms
[2022-02-04 21:19:53 main:574] : INFO : Epoch 1829 | loss: 0.0311445 | val_loss: 0.0311465 | Time: 5983.03 ms
[2022-02-04 21:19:59 main:574] : INFO : Epoch 1830 | loss: 0.0311426 | val_loss: 0.0311423 | Time: 6034.04 ms
[2022-02-04 21:20:05 main:574] : INFO : Epoch 1831 | loss: 0.0311407 | val_loss: 0.0311443 | Time: 6013.1 ms
[2022-02-04 21:20:11 main:574] : INFO : Epoch 1832 | loss: 0.0311403 | val_loss: 0.0311449 | Time: 6019.2 ms
[2022-02-04 21:20:17 main:574] : INFO : Epoch 1833 | loss: 0.0311491 | val_loss: 0.0311668 | Time: 6018.28 ms
[2022-02-04 21:20:23 main:574] : INFO : Epoch 1834 | loss: 0.0311678 | val_loss: 0.0311665 | Time: 6028.97 ms
[2022-02-04 21:20:29 main:574] : INFO : Epoch 1835 | loss: 0.0311655 | val_loss: 0.0311725 | Time: 6075.13 ms
[2022-02-04 21:20:35 main:574] : INFO : Epoch 1836 | loss: 0.0311679 | val_loss: 0.0311705 | Time: 5930.39 ms
[2022-02-04 21:20:41 main:574] : INFO : Epoch 1837 | loss: 0.0311704 | val_loss: 0.0311697 | Time: 5998.24 ms
[2022-02-04 21:20:47 main:574] : INFO : Epoch 1838 | loss: 0.0311667 | val_loss: 0.0311687 | Time: 6007.38 ms
[2022-02-04 21:20:53 main:574] : INFO : Epoch 1839 | loss: 0.0311651 | val_loss: 0.0311645 | Time: 5937.33 ms
[2022-02-04 21:20:59 main:574] : INFO : Epoch 1840 | loss: 0.0311631 | val_loss: 0.0311601 | Time: 5936.79 ms
[2022-02-04 21:21:05 main:574] : INFO : Epoch 1841 | loss: 0.0311581 | val_loss: 0.0311574 | Time: 6007.88 ms
[2022-02-04 21:21:11 main:574] : INFO : Epoch 1842 | loss: 0.031157 | val_loss: 0.0311553 | Time: 5832.91 ms
[2022-02-04 21:21:17 main:574] : INFO : Epoch 1843 | loss: 0.0311542 | val_loss: 0.0311547 | Time: 5999.92 ms
[2022-02-04 21:21:23 main:574] : INFO : Epoch 1844 | loss: 0.0311521 | val_loss: 0.0311552 | Time: 6033.84 ms
[2022-02-04 21:21:29 main:574] : INFO : Epoch 1845 | loss: 0.0311514 | val_loss: 0.0311551 | Time: 5929.07 ms
[2022-02-04 21:21:35 main:574] : INFO : Epoch 1846 | loss: 0.0311507 | val_loss: 0.0311543 | Time: 5901.09 ms
[2022-02-04 21:21:41 main:574] : INFO : Epoch 1847 | loss: 0.031152 | val_loss: 0.0311546 | Time: 5924.98 ms
[2022-02-04 21:21:47 main:574] : INFO : Epoch 1848 | loss: 0.0311527 | val_loss: 0.031152 | Time: 5981.11 ms
[2022-02-04 21:21:53 main:574] : INFO : Epoch 1849 | loss: 0.03115 | val_loss: 0.0311522 | Time: 5944.62 ms
[2022-02-04 21:21:59 main:574] : INFO : Epoch 1850 | loss: 0.031149 | val_loss: 0.031151 | Time: 5954.94 ms
[2022-02-04 21:22:05 main:574] : INFO : Epoch 1851 | loss: 0.0311522 | val_loss: 0.0311499 | Time: 6013.62 ms
[2022-02-04 21:22:11 main:574] : INFO : Epoch 1852 | loss: 0.0311501 | val_loss: 0.0311491 | Time: 6002.78 ms
[2022-02-04 21:22:17 main:574] : INFO : Epoch 1853 | loss: 0.0311475 | val_loss: 0.0311511 | Time: 6009.8 ms
[2022-02-04 21:22:23 main:574] : INFO : Epoch 1854 | loss: 0.0311467 | val_loss: 0.0311492 | Time: 5987.32 ms
[2022-02-04 21:22:29 main:574] : INFO : Epoch 1855 | loss: 0.0311461 | val_loss: 0.0311493 | Time: 5996.79 ms
[2022-02-04 21:22:35 main:574] : INFO : Epoch 1856 | loss: 0.0311469 | val_loss: 0.0311503 | Time: 5950.22 ms
[2022-02-04 21:22:41 main:574] : INFO : Epoch 1857 | loss: 0.031144 | val_loss: 0.0311483 | Time: 6004.71 ms
[2022-02-04 21:22:47 main:574] : INFO : Epoch 1858 | loss: 0.0311431 | val_loss: 0.0311474 | Time: 6054.51 ms
[2022-02-04 21:22:53 main:574] : INFO : Epoch 1859 | loss: 0.0311428 | val_loss: 0.0311478 | Time: 6013.03 ms
[2022-02-04 21:22:59 main:574] : INFO : Epoch 1860 | loss: 0.0311459 | val_loss: 0.031148 | Time: 6048.95 ms
[2022-02-04 21:23:05 main:574] : INFO : Epoch 1861 | loss: 0.0311424 | val_loss: 0.0311475 | Time: 5861.27 ms
[2022-02-04 21:23:11 main:574] : INFO : Epoch 1862 | loss: 0.0311425 | val_loss: 0.0311483 | Time: 5829.49 ms
[2022-02-04 21:23:17 main:574] : INFO : Epoch 1863 | loss: 0.0311437 | val_loss: 0.0311444 | Time: 5941 ms
[2022-02-04 21:23:23 main:574] : INFO : Epoch 1864 | loss: 0.0311436 | val_loss: 0.0311475 | Time: 5996.62 ms
[2022-02-04 21:23:29 main:574] : INFO : Epoch 1865 | loss: 0.0311427 | val_loss: 0.0311456 | Time: 6015.33 ms
[2022-02-04 21:23:35 main:574] : INFO : Epoch 1866 | loss: 0.0311457 | val_loss: 0.0311475 | Time: 6063.77 ms
[2022-02-04 21:23:41 main:574] : INFO : Epoch 1867 | loss: 0.0311472 | val_loss: 0.0311471 | Time: 6022.16 ms
[2022-02-04 21:23:47 main:574] : INFO : Epoch 1868 | loss: 0.0311447 | val_loss: 0.0311439 | Time: 6008.88 ms
[2022-02-04 21:23:53 main:574] : INFO : Epoch 1869 | loss: 0.0311428 | val_loss: 0.0311468 | Time: 6019.02 ms
[2022-02-04 21:23:59 main:574] : INFO : Epoch 1870 | loss: 0.0311448 | val_loss: 0.0311461 | Time: 5952.93 ms
[2022-02-04 21:24:05 main:574] : INFO : Epoch 1871 | loss: 0.0311446 | val_loss: 0.0311446 | Time: 5994.61 ms
[2022-02-04 21:24:11 main:574] : INFO : Epoch 1872 | loss: 0.0311411 | val_loss: 0.0311415 | Time: 5939.79 ms
[2022-02-04 21:24:17 main:574] : INFO : Epoch 1873 | loss: 0.0311402 | val_loss: 0.0311402 | Time: 5983.93 ms
[2022-02-04 21:24:23 main:574] : INFO : Epoch 1874 | loss: 0.0311401 | val_loss: 0.031142 | Time: 5951.54 ms
[2022-02-04 21:24:29 main:574] : INFO : Epoch 1875 | loss: 0.0311398 | val_loss: 0.031143 | Time: 5923.62 ms
[2022-02-04 21:24:35 main:574] : INFO : Epoch 1876 | loss: 0.0311392 | val_loss: 0.0311436 | Time: 5903.36 ms
[2022-02-04 21:24:41 main:574] : INFO : Epoch 1877 | loss: 0.0311403 | val_loss: 0.031144 | Time: 5946.75 ms
[2022-02-04 21:24:47 main:574] : INFO : Epoch 1878 | loss: 0.0311368 | val_loss: 0.0311422 | Time: 5986.95 ms
[2022-02-04 21:24:53 main:574] : INFO : Epoch 1879 | loss: 0.0311379 | val_loss: 0.0311432 | Time: 5959.27 ms
[2022-02-04 21:24:59 main:574] : INFO : Epoch 1880 | loss: 0.0311385 | val_loss: 0.0311414 | Time: 5967.58 ms
[2022-02-04 21:25:05 main:574] : INFO : Epoch 1881 | loss: 0.0311371 | val_loss: 0.0311415 | Time: 5887.09 ms
[2022-02-04 21:25:11 main:574] : INFO : Epoch 1882 | loss: 0.0311346 | val_loss: 0.0311381 | Time: 5952.91 ms
[2022-02-04 21:25:17 main:574] : INFO : Epoch 1883 | loss: 0.0311369 | val_loss: 0.0311414 | Time: 5903.09 ms
[2022-02-04 21:25:23 main:574] : INFO : Epoch 1884 | loss: 0.031138 | val_loss: 0.0311412 | Time: 6006.69 ms
[2022-02-04 21:25:29 main:574] : INFO : Epoch 1885 | loss: 0.031136 | val_loss: 0.0311386 | Time: 5990.22 ms
[2022-02-04 21:25:35 main:574] : INFO : Epoch 1886 | loss: 0.0311344 | val_loss: 0.0311387 | Time: 5925.4 ms
[2022-02-04 21:25:41 main:574] : INFO : Epoch 1887 | loss: 0.0311337 | val_loss: 0.0311393 | Time: 5821.48 ms
[2022-02-04 21:25:47 main:574] : INFO : Epoch 1888 | loss: 0.0311342 | val_loss: 0.0311366 | Time: 5920.14 ms
[2022-02-04 21:25:53 main:574] : INFO : Epoch 1889 | loss: 0.0311333 | val_loss: 0.0311362 | Time: 5943.57 ms
[2022-02-04 21:25:59 main:574] : INFO : Epoch 1890 | loss: 0.0311328 | val_loss: 0.0311376 | Time: 6048.83 ms
[2022-02-04 21:26:05 main:574] : INFO : Epoch 1891 | loss: 0.0311331 | val_loss: 0.0311374 | Time: 6049.81 ms
[2022-02-04 21:26:11 main:574] : INFO : Epoch 1892 | loss: 0.0311335 | val_loss: 0.0311344 | Time: 5973.22 ms
[2022-02-04 21:26:17 main:574] : INFO : Epoch 1893 | loss: 0.0311317 | val_loss: 0.0311373 | Time: 6064.15 ms
[2022-02-04 21:26:23 main:574] : INFO : Epoch 1894 | loss: 0.0311313 | val_loss: 0.0311368 | Time: 5966.92 ms
[2022-02-04 21:26:29 main:574] : INFO : Epoch 1895 | loss: 0.0311337 | val_loss: 0.0311387 | Time: 5984.72 ms
[2022-02-04 21:26:35 main:574] : INFO : Epoch 1896 | loss: 0.0311335 | val_loss: 0.031141 | Time: 6037.1 ms
[2022-02-04 21:26:41 main:574] : INFO : Epoch 1897 | loss: 0.031133 | val_loss: 0.0311371 | Time: 5987.94 ms
[2022-02-04 21:26:47 main:574] : INFO : Epoch 1898 | loss: 0.0311339 | val_loss: 0.031138 | Time: 5952.83 ms
[2022-02-04 21:26:53 main:574] : INFO : Epoch 1899 | loss: 0.0311342 | val_loss: 0.0311428 | Time: 5982.58 ms
[2022-02-04 21:26:59 main:574] : INFO : Epoch 1900 | loss: 0.031133 | val_loss: 0.0311417 | Time: 5828.94 ms
[2022-02-04 21:27:05 main:574] : INFO : Epoch 1901 | loss: 0.031131 | val_loss: 0.0311403 | Time: 6078.02 ms
[2022-02-04 21:27:11 main:574] : INFO : Epoch 1902 | loss: 0.0311299 | val_loss: 0.0311401 | Time: 5996.6 ms
[2022-02-04 21:27:17 main:574] : INFO : Epoch 1903 | loss: 0.0311325 | val_loss: 0.0311374 | Time: 5927.68 ms
[2022-02-04 21:27:23 main:574] : INFO : Epoch 1904 | loss: 0.0311315 | val_loss: 0.0311357 | Time: 5963.39 ms
[2022-02-04 21:27:29 main:574] : INFO : Epoch 1905 | loss: 0.0311307 | val_loss: 0.0311361 | Time: 5930.81 ms
[2022-02-04 21:27:35 main:574] : INFO : Epoch 1906 | loss: 0.031129 | val_loss: 0.0311353 | Time: 6009.05 ms
[2022-02-04 21:27:41 main:574] : INFO : Epoch 1907 | loss: 0.0311282 | val_loss: 0.0311356 | Time: 5985.47 ms
[2022-02-04 21:27:47 main:574] : INFO : Epoch 1908 | loss: 0.0311271 | val_loss: 0.0311356 | Time: 5976.95 ms
[2022-02-04 21:27:53 main:574] : INFO : Epoch 1909 | loss: 0.0311261 | val_loss: 0.0311351 | Time: 5940.53 ms
[2022-02-04 21:27:59 main:574] : INFO : Epoch 1910 | loss: 0.031128 | val_loss: 0.031138 | Time: 5954.51 ms
[2022-02-04 21:28:05 main:574] : INFO : Epoch 1911 | loss: 0.0311284 | val_loss: 0.0311383 | Time: 5996.04 ms
[2022-02-04 21:28:11 main:574] : INFO : Epoch 1912 | loss: 0.0311287 | val_loss: 0.0311399 | Time: 5960.27 ms
[2022-02-04 21:28:17 main:574] : INFO : Epoch 1913 | loss: 0.0311327 | val_loss: 0.031156 | Time: 5954.62 ms
[2022-02-04 21:28:23 main:574] : INFO : Epoch 1914 | loss: 0.0311493 | val_loss: 0.0311487 | Time: 6018.52 ms
[2022-02-04 21:28:29 main:574] : INFO : Epoch 1915 | loss: 0.0311443 | val_loss: 0.0311468 | Time: 5953.57 ms
[2022-02-04 21:28:35 main:574] : INFO : Epoch 1916 | loss: 0.0311389 | val_loss: 0.0311455 | Time: 6025.65 ms
[2022-02-04 21:28:41 main:574] : INFO : Epoch 1917 | loss: 0.0311366 | val_loss: 0.0311407 | Time: 5986.14 ms
[2022-02-04 21:28:47 main:574] : INFO : Epoch 1918 | loss: 0.0311345 | val_loss: 0.0311411 | Time: 5939.97 ms
[2022-02-04 21:28:53 main:574] : INFO : Epoch 1919 | loss: 0.0311316 | val_loss: 0.0311375 | Time: 5970.63 ms
[2022-02-04 21:28:59 main:574] : INFO : Epoch 1920 | loss: 0.0311304 | val_loss: 0.0311391 | Time: 6058.8 ms
[2022-02-04 21:29:04 main:574] : INFO : Epoch 1921 | loss: 0.0311302 | val_loss: 0.0311375 | Time: 5831.77 ms
[2022-02-04 21:29:10 main:574] : INFO : Epoch 1922 | loss: 0.0311306 | val_loss: 0.0311362 | Time: 5968.57 ms
[2022-02-04 21:29:16 main:574] : INFO : Epoch 1923 | loss: 0.0311303 | val_loss: 0.0311434 | Time: 5947.8 ms
[2022-02-04 21:29:22 main:574] : INFO : Epoch 1924 | loss: 0.0311464 | val_loss: 0.0311476 | Time: 5967.63 ms
[2022-02-04 21:29:28 main:574] : INFO : Epoch 1925 | loss: 0.0311411 | val_loss: 0.0311402 | Time: 5929.51 ms
[2022-02-04 21:29:34 main:574] : INFO : Epoch 1926 | loss: 0.0311352 | val_loss: 0.0311396 | Time: 6005.14 ms
[2022-02-04 21:29:40 main:574] : INFO : Epoch 1927 | loss: 0.0311346 | val_loss: 0.0311393 | Time: 5903.83 ms
[2022-02-04 21:29:46 main:574] : INFO : Epoch 1928 | loss: 0.0311341 | val_loss: 0.0311371 | Time: 5971.87 ms
[2022-02-04 21:29:52 main:574] : INFO : Epoch 1929 | loss: 0.031131 | val_loss: 0.031139 | Time: 5918.04 ms
[2022-02-04 21:29:58 main:574] : INFO : Epoch 1930 | loss: 0.0311283 | val_loss: 0.0311393 | Time: 5973.67 ms
[2022-02-04 21:30:04 main:574] : INFO : Epoch 1931 | loss: 0.0311278 | val_loss: 0.0311412 | Time: 5964.9 ms
[2022-02-04 21:30:10 main:574] : INFO : Epoch 1932 | loss: 0.0311273 | val_loss: 0.0311389 | Time: 5988.25 ms
[2022-02-04 21:30:16 main:574] : INFO : Epoch 1933 | loss: 0.0311303 | val_loss: 0.0311436 | Time: 6019.84 ms
[2022-02-04 21:30:22 main:574] : INFO : Epoch 1934 | loss: 0.0311353 | val_loss: 0.0311407 | Time: 5909.53 ms
[2022-02-04 21:30:28 main:574] : INFO : Epoch 1935 | loss: 0.0311381 | val_loss: 0.0311451 | Time: 6014.25 ms
[2022-02-04 21:30:34 main:574] : INFO : Epoch 1936 | loss: 0.031135 | val_loss: 0.0311419 | Time: 5967.32 ms
[2022-02-04 21:30:40 main:574] : INFO : Epoch 1937 | loss: 0.0311326 | val_loss: 0.0311423 | Time: 5997.03 ms
[2022-02-04 21:30:46 main:574] : INFO : Epoch 1938 | loss: 0.0311325 | val_loss: 0.0311407 | Time: 5986.15 ms
[2022-02-04 21:30:52 main:574] : INFO : Epoch 1939 | loss: 0.0311328 | val_loss: 0.0311381 | Time: 6034.03 ms
[2022-02-04 21:30:58 main:574] : INFO : Epoch 1940 | loss: 0.0311305 | val_loss: 0.0311354 | Time: 6043.01 ms
[2022-02-04 21:31:04 main:574] : INFO : Epoch 1941 | loss: 0.0311274 | val_loss: 0.031137 | Time: 6070.15 ms
[2022-02-04 21:31:10 main:574] : INFO : Epoch 1942 | loss: 0.0311268 | val_loss: 0.031136 | Time: 5606.55 ms
[2022-02-04 21:31:16 main:574] : INFO : Epoch 1943 | loss: 0.0311285 | val_loss: 0.0311376 | Time: 5980.04 ms
[2022-02-04 21:31:22 main:574] : INFO : Epoch 1944 | loss: 0.0311272 | val_loss: 0.0311367 | Time: 6111.2 ms
[2022-02-04 21:31:28 main:574] : INFO : Epoch 1945 | loss: 0.0311504 | val_loss: 0.0311568 | Time: 5977.44 ms
[2022-02-04 21:31:34 main:574] : INFO : Epoch 1946 | loss: 0.0311516 | val_loss: 0.0311511 | Time: 6030.17 ms
[2022-02-04 21:31:40 main:574] : INFO : Epoch 1947 | loss: 0.0311458 | val_loss: 0.0311467 | Time: 6006.19 ms
[2022-02-04 21:31:46 main:574] : INFO : Epoch 1948 | loss: 0.0311419 | val_loss: 0.0311466 | Time: 5992.03 ms
[2022-02-04 21:31:52 main:574] : INFO : Epoch 1949 | loss: 0.0311418 | val_loss: 0.0311461 | Time: 5973.95 ms
[2022-02-04 21:31:58 main:574] : INFO : Epoch 1950 | loss: 0.0311431 | val_loss: 0.0311468 | Time: 5969.42 ms
[2022-02-04 21:32:04 main:574] : INFO : Epoch 1951 | loss: 0.0311391 | val_loss: 0.0311445 | Time: 6008.23 ms
[2022-02-04 21:32:10 main:574] : INFO : Epoch 1952 | loss: 0.0311378 | val_loss: 0.0311451 | Time: 5971.85 ms
[2022-02-04 21:32:16 main:574] : INFO : Epoch 1953 | loss: 0.0311361 | val_loss: 0.0311424 | Time: 6029.3 ms
[2022-02-04 21:32:22 main:574] : INFO : Epoch 1954 | loss: 0.0311334 | val_loss: 0.0311414 | Time: 6001.44 ms
[2022-02-04 21:32:28 main:574] : INFO : Epoch 1955 | loss: 0.0311326 | val_loss: 0.0311409 | Time: 5928.65 ms
[2022-02-04 21:32:34 main:574] : INFO : Epoch 1956 | loss: 0.0311324 | val_loss: 0.0311427 | Time: 5983.35 ms
[2022-02-04 21:32:40 main:574] : INFO : Epoch 1957 | loss: 0.0311337 | val_loss: 0.0311451 | Time: 5980.74 ms
[2022-02-04 21:32:46 main:574] : INFO : Epoch 1958 | loss: 0.0311331 | val_loss: 0.0311426 | Time: 5949.16 ms
[2022-02-04 21:32:52 main:574] : INFO : Epoch 1959 | loss: 0.0311312 | val_loss: 0.0311407 | Time: 5890.47 ms
[2022-02-04 21:32:58 main:574] : INFO : Epoch 1960 | loss: 0.0311304 | val_loss: 0.0311409 | Time: 5948.3 ms
[2022-02-04 21:33:04 main:574] : INFO : Epoch 1961 | loss: 0.0311278 | val_loss: 0.0311377 | Time: 5888.57 ms
[2022-02-04 21:33:10 main:574] : INFO : Epoch 1962 | loss: 0.031131 | val_loss: 0.0311406 | Time: 5970.5 ms
[2022-02-04 21:33:16 main:574] : INFO : Epoch 1963 | loss: 0.0311373 | val_loss: 0.0311446 | Time: 5811.82 ms
[2022-02-04 21:33:22 main:574] : INFO : Epoch 1964 | loss: 0.0311392 | val_loss: 0.0311433 | Time: 6027.55 ms
[2022-02-04 21:33:28 main:574] : INFO : Epoch 1965 | loss: 0.0311415 | val_loss: 0.0311479 | Time: 5938.52 ms
[2022-02-04 21:33:34 main:574] : INFO : Epoch 1966 | loss: 0.0311405 | val_loss: 0.0311417 | Time: 5992.29 ms
[2022-02-04 21:33:40 main:574] : INFO : Epoch 1967 | loss: 0.0311364 | val_loss: 0.0311419 | Time: 5897.25 ms
[2022-02-04 21:33:46 main:574] : INFO : Epoch 1968 | loss: 0.0311341 | val_loss: 0.0311416 | Time: 5908.74 ms
[2022-02-04 21:33:51 main:574] : INFO : Epoch 1969 | loss: 0.0311324 | val_loss: 0.0311401 | Time: 5930.78 ms
[2022-02-04 21:33:57 main:574] : INFO : Epoch 1970 | loss: 0.0311321 | val_loss: 0.031148 | Time: 5994.42 ms
[2022-02-04 21:34:04 main:574] : INFO : Epoch 1971 | loss: 0.0311321 | val_loss: 0.0311403 | Time: 6081.43 ms
[2022-02-04 21:34:10 main:574] : INFO : Epoch 1972 | loss: 0.0311311 | val_loss: 0.0311397 | Time: 6042.37 ms
[2022-02-04 21:34:16 main:574] : INFO : Epoch 1973 | loss: 0.0311296 | val_loss: 0.0311373 | Time: 5922.66 ms
[2022-02-04 21:34:22 main:574] : INFO : Epoch 1974 | loss: 0.0311282 | val_loss: 0.0311353 | Time: 5984.12 ms
[2022-02-04 21:34:28 main:574] : INFO : Epoch 1975 | loss: 0.0311272 | val_loss: 0.0311362 | Time: 5965.34 ms
[2022-02-04 21:34:34 main:574] : INFO : Epoch 1976 | loss: 0.0311258 | val_loss: 0.0311367 | Time: 5972.58 ms
[2022-02-04 21:34:40 main:574] : INFO : Epoch 1977 | loss: 0.0311265 | val_loss: 0.03114 | Time: 6019.32 ms
[2022-02-04 21:34:46 main:574] : INFO : Epoch 1978 | loss: 0.0311267 | val_loss: 0.0311395 | Time: 6017.17 ms
[2022-02-04 21:34:52 main:574] : INFO : Epoch 1979 | loss: 0.0311241 | val_loss: 0.0311376 | Time: 6064.48 ms
[2022-02-04 21:34:58 main:574] : INFO : Epoch 1980 | loss: 0.0311235 | val_loss: 0.0311377 | Time: 5953.22 ms
[2022-02-04 21:35:04 main:574] : INFO : Epoch 1981 | loss: 0.0311254 | val_loss: 0.0311444 | Time: 6028.88 ms
[2022-02-04 21:35:10 main:574] : INFO : Epoch 1982 | loss: 0.0311257 | val_loss: 0.0311389 | Time: 6025.25 ms
[2022-02-04 21:35:16 main:574] : INFO : Epoch 1983 | loss: 0.0311255 | val_loss: 0.0311376 | Time: 5968.91 ms
[2022-02-04 21:35:22 main:574] : INFO : Epoch 1984 | loss: 0.0311258 | val_loss: 0.0311379 | Time: 5963.87 ms
[2022-02-04 21:35:28 main:574] : INFO : Epoch 1985 | loss: 0.0311248 | val_loss: 0.0311373 | Time: 5927.42 ms
[2022-02-04 21:35:34 main:574] : INFO : Epoch 1986 | loss: 0.0311261 | val_loss: 0.031138 | Time: 5974.14 ms
[2022-02-04 21:35:40 main:574] : INFO : Epoch 1987 | loss: 0.0311309 | val_loss: 0.0311371 | Time: 5929.5 ms
[2022-02-04 21:35:46 main:574] : INFO : Epoch 1988 | loss: 0.0311284 | val_loss: 0.0311358 | Time: 6023.63 ms
[2022-02-04 21:35:52 main:574] : INFO : Epoch 1989 | loss: 0.031131 | val_loss: 0.0311397 | Time: 5965.83 ms
[2022-02-04 21:35:58 main:574] : INFO : Epoch 1990 | loss: 0.0311351 | val_loss: 0.0311374 | Time: 5980.95 ms
[2022-02-04 21:36:03 main:574] : INFO : Epoch 1991 | loss: 0.0311298 | val_loss: 0.0311345 | Time: 5847.26 ms
[2022-02-04 21:36:09 main:574] : INFO : Epoch 1992 | loss: 0.0311359 | val_loss: 0.0311458 | Time: 5971.6 ms
[2022-02-04 21:36:15 main:574] : INFO : Epoch 1993 | loss: 0.0311463 | val_loss: 0.0311494 | Time: 5946.26 ms
[2022-02-04 21:36:21 main:574] : INFO : Epoch 1994 | loss: 0.031152 | val_loss: 0.0311659 | Time: 5931.3 ms
[2022-02-04 21:36:27 main:574] : INFO : Epoch 1995 | loss: 0.0311738 | val_loss: 0.0311841 | Time: 6040.78 ms
[2022-02-04 21:36:33 main:574] : INFO : Epoch 1996 | loss: 0.0311802 | val_loss: 0.0311805 | Time: 5873.4 ms
[2022-02-04 21:36:39 main:574] : INFO : Epoch 1997 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 5955.55 ms
[2022-02-04 21:36:45 main:574] : INFO : Epoch 1998 | loss: 0.0311785 | val_loss: 0.0311803 | Time: 5953 ms
[2022-02-04 21:36:51 main:574] : INFO : Epoch 1999 | loss: 0.0311767 | val_loss: 0.0311786 | Time: 5921.11 ms
[2022-02-04 21:36:57 main:574] : INFO : Epoch 2000 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 5929.15 ms
[2022-02-04 21:37:03 main:574] : INFO : Epoch 2001 | loss: 0.0311754 | val_loss: 0.0311776 | Time: 5972.86 ms
[2022-02-04 21:37:09 main:574] : INFO : Epoch 2002 | loss: 0.031174 | val_loss: 0.0311775 | Time: 5913.99 ms
[2022-02-04 21:37:15 main:574] : INFO : Epoch 2003 | loss: 0.0311736 | val_loss: 0.0311768 | Time: 5975.12 ms
[2022-02-04 21:37:21 main:574] : INFO : Epoch 2004 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 6004.19 ms
[2022-02-04 21:37:27 main:574] : INFO : Epoch 2005 | loss: 0.0311737 | val_loss: 0.0311756 | Time: 5994.66 ms
[2022-02-04 21:37:33 main:574] : INFO : Epoch 2006 | loss: 0.0311732 | val_loss: 0.0311766 | Time: 5991.01 ms
[2022-02-04 21:37:39 main:574] : INFO : Epoch 2007 | loss: 0.0311731 | val_loss: 0.0311745 | Time: 5957.24 ms
[2022-02-04 21:37:45 main:574] : INFO : Epoch 2008 | loss: 0.0311732 | val_loss: 0.0311738 | Time: 5961.06 ms
[2022-02-04 21:37:51 main:574] : INFO : Epoch 2009 | loss: 0.0311718 | val_loss: 0.0311733 | Time: 6042.17 ms
[2022-02-04 21:37:57 main:574] : INFO : Epoch 2010 | loss: 0.0311711 | val_loss: 0.031176 | Time: 5894.49 ms
[2022-02-04 21:38:03 main:574] : INFO : Epoch 2011 | loss: 0.0311716 | val_loss: 0.0311756 | Time: 6013.21 ms
[2022-02-04 21:38:09 main:574] : INFO : Epoch 2012 | loss: 0.0311719 | val_loss: 0.0311761 | Time: 5919.67 ms
[2022-02-04 21:38:15 main:574] : INFO : Epoch 2013 | loss: 0.0311733 | val_loss: 0.0311816 | Time: 5775.35 ms
[2022-02-04 21:38:21 main:574] : INFO : Epoch 2014 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 5954.83 ms
[2022-02-04 21:38:27 main:574] : INFO : Epoch 2015 | loss: 0.0311716 | val_loss: 0.0311737 | Time: 5991.11 ms
[2022-02-04 21:38:33 main:574] : INFO : Epoch 2016 | loss: 0.0311735 | val_loss: 0.0311792 | Time: 5955.8 ms
[2022-02-04 21:38:39 main:574] : INFO : Epoch 2017 | loss: 0.0311731 | val_loss: 0.0311732 | Time: 6194.98 ms
[2022-02-04 21:38:45 main:574] : INFO : Epoch 2018 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 6007.84 ms
[2022-02-04 21:38:51 main:574] : INFO : Epoch 2019 | loss: 0.0311686 | val_loss: 0.0311744 | Time: 5992.13 ms
[2022-02-04 21:38:57 main:574] : INFO : Epoch 2020 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 6018.3 ms
[2022-02-04 21:39:03 main:574] : INFO : Epoch 2021 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 5880.93 ms
[2022-02-04 21:39:09 main:574] : INFO : Epoch 2022 | loss: 0.0311692 | val_loss: 0.031175 | Time: 5911.58 ms
[2022-02-04 21:39:15 main:574] : INFO : Epoch 2023 | loss: 0.0311669 | val_loss: 0.0311745 | Time: 5999.18 ms
[2022-02-04 21:39:21 main:574] : INFO : Epoch 2024 | loss: 0.0311686 | val_loss: 0.0311741 | Time: 5946.63 ms
[2022-02-04 21:39:27 main:574] : INFO : Epoch 2025 | loss: 0.0311661 | val_loss: 0.0311739 | Time: 5962.25 ms
[2022-02-04 21:39:33 main:574] : INFO : Epoch 2026 | loss: 0.0311667 | val_loss: 0.0311764 | Time: 5957.5 ms
[2022-02-04 21:39:39 main:574] : INFO : Epoch 2027 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 6028.12 ms
[2022-02-04 21:39:45 main:574] : INFO : Epoch 2028 | loss: 0.0311673 | val_loss: 0.0311767 | Time: 6018.1 ms
[2022-02-04 21:39:51 main:574] : INFO : Epoch 2029 | loss: 0.0311669 | val_loss: 0.0311744 | Time: 5977.66 ms
[2022-02-04 21:39:57 main:574] : INFO : Epoch 2030 | loss: 0.0311671 | val_loss: 0.0311769 | Time: 5987.99 ms
[2022-02-04 21:40:03 main:574] : INFO : Epoch 2031 | loss: 0.0311684 | val_loss: 0.0311732 | Time: 5893.13 ms
[2022-02-04 21:40:09 main:574] : INFO : Epoch 2032 | loss: 0.0311657 | val_loss: 0.0311782 | Time: 5932.64 ms
[2022-02-04 21:40:14 main:574] : INFO : Epoch 2033 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 5932.02 ms
[2022-02-04 21:40:20 main:574] : INFO : Epoch 2034 | loss: 0.0311654 | val_loss: 0.0311744 | Time: 6030.96 ms
[2022-02-04 21:40:26 main:574] : INFO : Epoch 2035 | loss: 0.0311638 | val_loss: 0.0311734 | Time: 5852.99 ms
[2022-02-04 21:40:32 main:574] : INFO : Epoch 2036 | loss: 0.031164 | val_loss: 0.0311736 | Time: 5966.74 ms
[2022-02-04 21:40:38 main:574] : INFO : Epoch 2037 | loss: 0.0311637 | val_loss: 0.0311722 | Time: 6045.3 ms
[2022-02-04 21:40:44 main:574] : INFO : Epoch 2038 | loss: 0.031164 | val_loss: 0.0311753 | Time: 5956.94 ms
[2022-02-04 21:40:50 main:574] : INFO : Epoch 2039 | loss: 0.0311658 | val_loss: 0.0311728 | Time: 6068.39 ms
[2022-02-04 21:40:56 main:574] : INFO : Epoch 2040 | loss: 0.031163 | val_loss: 0.0311734 | Time: 5979.31 ms
[2022-02-04 21:41:02 main:574] : INFO : Epoch 2041 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 5855.08 ms
[2022-02-04 21:41:08 main:574] : INFO : Epoch 2042 | loss: 0.031163 | val_loss: 0.0311729 | Time: 5930.89 ms
[2022-02-04 21:41:14 main:574] : INFO : Epoch 2043 | loss: 0.0311619 | val_loss: 0.0311745 | Time: 5964.83 ms
[2022-02-04 21:41:20 main:574] : INFO : Epoch 2044 | loss: 0.0311618 | val_loss: 0.0311751 | Time: 5955 ms
[2022-02-04 21:41:26 main:574] : INFO : Epoch 2045 | loss: 0.031161 | val_loss: 0.0311727 | Time: 5941.75 ms
[2022-02-04 21:41:32 main:574] : INFO : Epoch 2046 | loss: 0.0311612 | val_loss: 0.0311766 | Time: 5854.45 ms
[2022-02-04 21:41:38 main:574] : INFO : Epoch 2047 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 5964.48 ms
[2022-02-04 21:41:44 main:574] : INFO : Epoch 2048 | loss: 0.0311608 | val_loss: 0.0311785 | Time: 5980.13 ms
[2022-02-04 21:41:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311785
[2022-02-04 21:41:44 main:603] : INFO : Saving end state to config to file
[2022-02-04 21:41:44 main:608] : INFO : Success, exiting..
21:41:44 (21820): 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)