Task 14474340
| Name | ParityModified-1647046495-3230-3-0_0 |
| Workunit | 11515910 |
| Created | 6 Apr 2022, 15:16:12 UTC |
| Sent | 10 Apr 2022, 4:20:06 UTC |
| Report deadline | 18 Apr 2022, 4:20:06 UTC |
| Received | 10 Apr 2022, 20:21:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 6 min 55 sec |
| CPU time | 1 hours 6 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311379 | val_loss: 0.0311646 | Time: 1952.67 ms
[2022-04-10 15:04:19 main:574] : INFO : Epoch 1543 | loss: 0.0311368 | val_loss: 0.0311651 | Time: 1962.04 ms
[2022-04-10 15:04:21 main:574] : INFO : Epoch 1544 | loss: 0.0311365 | val_loss: 0.0311656 | Time: 1977.73 ms
[2022-04-10 15:04:23 main:574] : INFO : Epoch 1545 | loss: 0.0311372 | val_loss: 0.0311688 | Time: 1971.9 ms
[2022-04-10 15:04:25 main:574] : INFO : Epoch 1546 | loss: 0.0311367 | val_loss: 0.0311682 | Time: 1965.42 ms
[2022-04-10 15:04:27 main:574] : INFO : Epoch 1547 | loss: 0.0311377 | val_loss: 0.0311654 | Time: 1971.61 ms
[2022-04-10 15:04:29 main:574] : INFO : Epoch 1548 | loss: 0.0311401 | val_loss: 0.031163 | Time: 1980.21 ms
[2022-04-10 15:04:31 main:574] : INFO : Epoch 1549 | loss: 0.0311439 | val_loss: 0.0311693 | Time: 1965.47 ms
[2022-04-10 15:04:33 main:574] : INFO : Epoch 1550 | loss: 0.0311424 | val_loss: 0.0311676 | Time: 1983.19 ms
[2022-04-10 15:04:35 main:574] : INFO : Epoch 1551 | loss: 0.0311432 | val_loss: 0.0311717 | Time: 1971.77 ms
[2022-04-10 15:04:37 main:574] : INFO : Epoch 1552 | loss: 0.0311482 | val_loss: 0.0311644 | Time: 1958.5 ms
[2022-04-10 15:04:39 main:574] : INFO : Epoch 1553 | loss: 0.0311461 | val_loss: 0.0311653 | Time: 1934.38 ms
[2022-04-10 15:04:41 main:574] : INFO : Epoch 1554 | loss: 0.0312089 | val_loss: 0.0312459 | Time: 1953.37 ms
[2022-04-10 15:04:43 main:574] : INFO : Epoch 1555 | loss: 0.0331913 | val_loss: 0.0331797 | Time: 1950.37 ms
[2022-04-10 15:04:45 main:574] : INFO : Epoch 1556 | loss: 0.0319472 | val_loss: 0.0314499 | Time: 1965.9 ms
[2022-04-10 15:04:47 main:574] : INFO : Epoch 1557 | loss: 0.0313548 | val_loss: 0.0312441 | Time: 1953.73 ms
[2022-04-10 15:04:49 main:574] : INFO : Epoch 1558 | loss: 0.0312115 | val_loss: 0.0311975 | Time: 1959.93 ms
[2022-04-10 15:04:51 main:574] : INFO : Epoch 1559 | loss: 0.0311605 | val_loss: 0.0311705 | Time: 1957.35 ms
[2022-04-10 15:04:53 main:574] : INFO : Epoch 1560 | loss: 0.0311455 | val_loss: 0.0311642 | Time: 1913.23 ms
[2022-04-10 15:04:55 main:574] : INFO : Epoch 1561 | loss: 0.0311428 | val_loss: 0.031165 | Time: 1979.62 ms
[2022-04-10 15:04:57 main:574] : INFO : Epoch 1562 | loss: 0.0311442 | val_loss: 0.0311702 | Time: 1944.93 ms
[2022-04-10 15:04:59 main:574] : INFO : Epoch 1563 | loss: 0.031144 | val_loss: 0.0311668 | Time: 1933.2 ms
[2022-04-10 15:05:01 main:574] : INFO : Epoch 1564 | loss: 0.0311426 | val_loss: 0.0311651 | Time: 1931.39 ms
[2022-04-10 15:05:03 main:574] : INFO : Epoch 1565 | loss: 0.0311413 | val_loss: 0.031165 | Time: 1976.32 ms
[2022-04-10 15:05:05 main:574] : INFO : Epoch 1566 | loss: 0.0311432 | val_loss: 0.031165 | Time: 1960.99 ms
[2022-04-10 15:05:07 main:574] : INFO : Epoch 1567 | loss: 0.0311426 | val_loss: 0.0311683 | Time: 1988.33 ms
[2022-04-10 15:05:08 main:574] : INFO : Epoch 1568 | loss: 0.0311413 | val_loss: 0.0311781 | Time: 1954.43 ms
[2022-04-10 15:05:10 main:574] : INFO : Epoch 1569 | loss: 0.0311417 | val_loss: 0.0311706 | Time: 1948.98 ms
[2022-04-10 15:05:12 main:574] : INFO : Epoch 1570 | loss: 0.0311395 | val_loss: 0.0311711 | Time: 1901.5 ms
[2022-04-10 15:05:14 main:574] : INFO : Epoch 1571 | loss: 0.0311394 | val_loss: 0.0311726 | Time: 1984.66 ms
[2022-04-10 15:05:16 main:574] : INFO : Epoch 1572 | loss: 0.0311416 | val_loss: 0.0311724 | Time: 1950.85 ms
[2022-04-10 15:05:18 main:574] : INFO : Epoch 1573 | loss: 0.0311422 | val_loss: 0.0311717 | Time: 1956.98 ms
[2022-04-10 15:05:20 main:574] : INFO : Epoch 1574 | loss: 0.031143 | val_loss: 0.0311704 | Time: 1938.83 ms
[2022-04-10 15:05:22 main:574] : INFO : Epoch 1575 | loss: 0.03114 | val_loss: 0.0311662 | Time: 1945.19 ms
[2022-04-10 15:05:24 main:574] : INFO : Epoch 1576 | loss: 0.0311391 | val_loss: 0.0311725 | Time: 1969.21 ms
[2022-04-10 15:05:26 main:574] : INFO : Epoch 1577 | loss: 0.0311396 | val_loss: 0.0311682 | Time: 1952.25 ms
[2022-04-10 15:05:28 main:574] : INFO : Epoch 1578 | loss: 0.0311373 | val_loss: 0.0311672 | Time: 1938.64 ms
[2022-04-10 15:05:30 main:574] : INFO : Epoch 1579 | loss: 0.0311398 | val_loss: 0.0311731 | Time: 1930.01 ms
[2022-04-10 15:05:32 main:574] : INFO : Epoch 1580 | loss: 0.0311483 | val_loss: 0.0311696 | Time: 1932.53 ms
[2022-04-10 15:05:34 main:574] : INFO : Epoch 1581 | loss: 0.0311514 | val_loss: 0.0311673 | Time: 1992.02 ms
[2022-04-10 15:05:36 main:574] : INFO : Epoch 1582 | loss: 0.031151 | val_loss: 0.0311697 | Time: 1976.98 ms
[2022-04-10 15:05:38 main:574] : INFO : Epoch 1583 | loss: 0.031146 | val_loss: 0.0311713 | Time: 1966.28 ms
[2022-04-10 15:05:40 main:574] : INFO : Epoch 1584 | loss: 0.031147 | val_loss: 0.0311851 | Time: 1966.94 ms
[2022-04-10 15:05:42 main:574] : INFO : Epoch 1585 | loss: 0.0311462 | val_loss: 0.0311648 | Time: 1959.41 ms
[2022-04-10 15:05:44 main:574] : INFO : Epoch 1586 | loss: 0.0311448 | val_loss: 0.0311666 | Time: 1957.68 ms
[2022-04-10 15:05:46 main:574] : INFO : Epoch 1587 | loss: 0.0311449 | val_loss: 0.031167 | Time: 1926.92 ms
[2022-04-10 15:05:48 main:574] : INFO : Epoch 1588 | loss: 0.0311443 | val_loss: 0.0311686 | Time: 1914.48 ms
[2022-04-10 15:05:50 main:574] : INFO : Epoch 1589 | loss: 0.0311442 | val_loss: 0.0311746 | Time: 1948.66 ms
[2022-04-10 15:05:52 main:574] : INFO : Epoch 1590 | loss: 0.0311461 | val_loss: 0.031166 | Time: 1985.68 ms
[2022-04-10 15:05:53 main:574] : INFO : Epoch 1591 | loss: 0.031147 | val_loss: 0.0311696 | Time: 1953.17 ms
[2022-04-10 15:05:55 main:574] : INFO : Epoch 1592 | loss: 0.0311501 | val_loss: 0.0311672 | Time: 1935.52 ms
[2022-04-10 15:05:57 main:574] : INFO : Epoch 1593 | loss: 0.0311469 | val_loss: 0.031168 | Time: 1927.67 ms
[2022-04-10 15:05:59 main:574] : INFO : Epoch 1594 | loss: 0.0311462 | val_loss: 0.0311732 | Time: 1955.77 ms
[2022-04-10 15:06:01 main:574] : INFO : Epoch 1595 | loss: 0.0311486 | val_loss: 0.0311838 | Time: 1935.91 ms
[2022-04-10 15:06:03 main:574] : INFO : Epoch 1596 | loss: 0.0311509 | val_loss: 0.0311646 | Time: 1948.17 ms
[2022-04-10 15:06:05 main:574] : INFO : Epoch 1597 | loss: 0.0311469 | val_loss: 0.0311704 | Time: 1933.08 ms
[2022-04-10 15:06:07 main:574] : INFO : Epoch 1598 | loss: 0.0311437 | val_loss: 0.0311673 | Time: 1932.15 ms
[2022-04-10 15:06:09 main:574] : INFO : Epoch 1599 | loss: 0.031142 | val_loss: 0.0311642 | Time: 1958.22 ms
[2022-04-10 15:06:11 main:574] : INFO : Epoch 1600 | loss: 0.0311407 | val_loss: 0.0311701 | Time: 1949.07 ms
[2022-04-10 15:06:13 main:574] : INFO : Epoch 1601 | loss: 0.0311427 | val_loss: 0.0311691 | Time: 1958.91 ms
[2022-04-10 15:06:15 main:574] : INFO : Epoch 1602 | loss: 0.0311418 | val_loss: 0.0311668 | Time: 1960.42 ms
[2022-04-10 15:06:17 main:574] : INFO : Epoch 1603 | loss: 0.0311417 | val_loss: 0.0311685 | Time: 1944.17 ms
[2022-04-10 15:06:19 main:574] : INFO : Epoch 1604 | loss: 0.0311408 | val_loss: 0.0311672 | Time: 1939.19 ms
[2022-04-10 15:06:21 main:574] : INFO : Epoch 1605 | loss: 0.0311401 | val_loss: 0.0311712 | Time: 1971.28 ms
[2022-04-10 15:06:23 main:574] : INFO : Epoch 1606 | loss: 0.0311404 | val_loss: 0.0311699 | Time: 1962.39 ms
[2022-04-10 15:06:25 main:574] : INFO : Epoch 1607 | loss: 0.0311397 | val_loss: 0.0311706 | Time: 1965.9 ms
[2022-04-10 15:06:27 main:574] : INFO : Epoch 1608 | loss: 0.0311398 | val_loss: 0.0311691 | Time: 1955.44 ms
[2022-04-10 15:06:29 main:574] : INFO : Epoch 1609 | loss: 0.0311408 | val_loss: 0.0311722 | Time: 1964.78 ms
[2022-04-10 15:06:31 main:574] : INFO : Epoch 1610 | loss: 0.0311399 | val_loss: 0.0311723 | Time: 1935.02 ms
[2022-04-10 15:06:33 main:574] : INFO : Epoch 1611 | loss: 0.0311389 | val_loss: 0.0311691 | Time: 1956.42 ms
[2022-04-10 15:06:35 main:574] : INFO : Epoch 1612 | loss: 0.0311381 | val_loss: 0.0311759 | Time: 1980.91 ms
[2022-04-10 15:06:36 main:574] : INFO : Epoch 1613 | loss: 0.0311407 | val_loss: 0.0311725 | Time: 1951.85 ms
[2022-04-10 15:06:38 main:574] : INFO : Epoch 1614 | loss: 0.0311414 | val_loss: 0.0311713 | Time: 1929.04 ms
[2022-04-10 15:06:40 main:574] : INFO : Epoch 1615 | loss: 0.0311412 | val_loss: 0.0311686 | Time: 1949.03 ms
[2022-04-10 15:06:42 main:574] : INFO : Epoch 1616 | loss: 0.0311392 | val_loss: 0.0311692 | Time: 1952.17 ms
[2022-04-10 15:06:44 main:574] : INFO : Epoch 1617 | loss: 0.0311387 | val_loss: 0.0311678 | Time: 1979.04 ms
[2022-04-10 15:06:46 main:574] : INFO : Epoch 1618 | loss: 0.0311384 | val_loss: 0.0311686 | Time: 1931 ms
[2022-04-10 15:06:48 main:574] : INFO : Epoch 1619 | loss: 0.0311404 | val_loss: 0.0311661 | Time: 1982.2 ms
[2022-04-10 15:06:50 main:574] : INFO : Epoch 1620 | loss: 0.0311423 | val_loss: 0.0311649 | Time: 1953.1 ms
[2022-04-10 15:06:52 main:574] : INFO : Epoch 1621 | loss: 0.031142 | val_loss: 0.0311658 | Time: 1957.99 ms
[2022-04-10 15:06:54 main:574] : INFO : Epoch 1622 | loss: 0.031146 | val_loss: 0.0311689 | Time: 1978.91 ms
[2022-04-10 15:06:56 main:574] : INFO : Epoch 1623 | loss: 0.0311437 | val_loss: 0.0311662 | Time: 1954.45 ms
[2022-04-10 15:06:58 main:574] : INFO : Epoch 1624 | loss: 0.0311469 | val_loss: 0.0311669 | Time: 1958.3 ms
[2022-04-10 15:07:00 main:574] : INFO : Epoch 1625 | loss: 0.0311472 | val_loss: 0.0311674 | Time: 1967.43 ms
[2022-04-10 15:07:02 main:574] : INFO : Epoch 1626 | loss: 0.0311445 | val_loss: 0.0311718 | Time: 1976.72 ms
[2022-04-10 15:07:04 main:574] : INFO : Epoch 1627 | loss: 0.0311424 | val_loss: 0.0311675 | Time: 1956.02 ms
[2022-04-10 15:07:06 main:574] : INFO : Epoch 1628 | loss: 0.0311393 | val_loss: 0.0311665 | Time: 1958.57 ms
[2022-04-10 15:07:08 main:574] : INFO : Epoch 1629 | loss: 0.0311415 | val_loss: 0.0311644 | Time: 1976.54 ms
[2022-04-10 15:07:10 main:574] : INFO : Epoch 1630 | loss: 0.0311402 | val_loss: 0.0311662 | Time: 1995.46 ms
[2022-04-10 15:07:12 main:574] : INFO : Epoch 1631 | loss: 0.03114 | val_loss: 0.0311678 | Time: 1978.87 ms
[2022-04-10 15:07:14 main:574] : INFO : Epoch 1632 | loss: 0.0311387 | val_loss: 0.0311668 | Time: 1961.47 ms
[2022-04-10 15:07:16 main:574] : INFO : Epoch 1633 | loss: 0.031142 | val_loss: 0.0311731 | Time: 1966.83 ms
[2022-04-10 15:07:18 main:574] : INFO : Epoch 1634 | loss: 0.0311431 | val_loss: 0.0311741 | Time: 1944.13 ms
[2022-04-10 15:07:20 main:574] : INFO : Epoch 1635 | loss: 0.031144 | val_loss: 0.0311629 | Time: 1932.34 ms
[2022-04-10 15:07:22 main:574] : INFO : Epoch 1636 | loss: 0.0311403 | val_loss: 0.0311669 | Time: 1975.52 ms
[2022-04-10 15:07:24 main:574] : INFO : Epoch 1637 | loss: 0.0311396 | val_loss: 0.0311651 | Time: 1944.83 ms
[2022-04-10 15:07:26 main:574] : INFO : Epoch 1638 | loss: 0.0311371 | val_loss: 0.031165 | Time: 1960.21 ms
[2022-04-10 15:07:28 main:574] : INFO : Epoch 1639 | loss: 0.0311379 | val_loss: 0.0311744 | Time: 1982 ms
[2022-04-10 15:07:30 main:574] : INFO : Epoch 1640 | loss: 0.0311414 | val_loss: 0.0311664 | Time: 1962.17 ms
[2022-04-10 15:07:31 main:574] : INFO : Epoch 1641 | loss: 0.0311394 | val_loss: 0.0311658 | Time: 1920.22 ms
[2022-04-10 15:07:33 main:574] : INFO : Epoch 1642 | loss: 0.0311425 | val_loss: 0.0311641 | Time: 1974.97 ms
[2022-04-10 15:07:35 main:574] : INFO : Epoch 1643 | loss: 0.0311447 | val_loss: 0.0311644 | Time: 1993.63 ms
[2022-04-10 15:07:37 main:574] : INFO : Epoch 1644 | loss: 0.0311409 | val_loss: 0.0311659 | Time: 1929.42 ms
[2022-04-10 15:07:39 main:574] : INFO : Epoch 1645 | loss: 0.0311401 | val_loss: 0.0311659 | Time: 1960.93 ms
[2022-04-10 15:07:41 main:574] : INFO : Epoch 1646 | loss: 0.0311423 | val_loss: 0.0311654 | Time: 1939.61 ms
[2022-04-10 15:07:43 main:574] : INFO : Epoch 1647 | loss: 0.03114 | val_loss: 0.0311658 | Time: 1947.69 ms
[2022-04-10 15:07:45 main:574] : INFO : Epoch 1648 | loss: 0.0311379 | val_loss: 0.0311637 | Time: 1941.08 ms
[2022-04-10 15:07:47 main:574] : INFO : Epoch 1649 | loss: 0.0311381 | val_loss: 0.0311634 | Time: 1967.54 ms
[2022-04-10 15:07:49 main:574] : INFO : Epoch 1650 | loss: 0.031139 | val_loss: 0.0311644 | Time: 1954.4 ms
[2022-04-10 15:07:51 main:574] : INFO : Epoch 1651 | loss: 0.0311376 | val_loss: 0.031174 | Time: 1963.59 ms
[2022-04-10 15:07:53 main:574] : INFO : Epoch 1652 | loss: 0.0311424 | val_loss: 0.0311769 | Time: 1953.6 ms
[2022-04-10 15:07:55 main:574] : INFO : Epoch 1653 | loss: 0.0311427 | val_loss: 0.0311671 | Time: 1944.19 ms
[2022-04-10 15:07:57 main:574] : INFO : Epoch 1654 | loss: 0.0311386 | val_loss: 0.0311663 | Time: 1955.51 ms
[2022-04-10 15:07:59 main:574] : INFO : Epoch 1655 | loss: 0.0311361 | val_loss: 0.0311678 | Time: 1927.51 ms
[2022-04-10 15:08:01 main:574] : INFO : Epoch 1656 | loss: 0.0311383 | val_loss: 0.031167 | Time: 1957.51 ms
[2022-04-10 15:08:03 main:574] : INFO : Epoch 1657 | loss: 0.0311399 | val_loss: 0.0311656 | Time: 1961.6 ms
[2022-04-10 15:08:05 main:574] : INFO : Epoch 1658 | loss: 0.0311374 | val_loss: 0.0311708 | Time: 1958.33 ms
[2022-04-10 15:08:07 main:574] : INFO : Epoch 1659 | loss: 0.0311391 | val_loss: 0.0311676 | Time: 1941.93 ms
[2022-04-10 15:08:09 main:574] : INFO : Epoch 1660 | loss: 0.031139 | val_loss: 0.0311633 | Time: 1952.15 ms
[2022-04-10 15:08:11 main:574] : INFO : Epoch 1661 | loss: 0.0311396 | val_loss: 0.0311717 | Time: 1928.74 ms
[2022-04-10 15:08:13 main:574] : INFO : Epoch 1662 | loss: 0.0311423 | val_loss: 0.0311692 | Time: 1945 ms
[2022-04-10 15:08:15 main:574] : INFO : Epoch 1663 | loss: 0.031138 | val_loss: 0.0311657 | Time: 1945.25 ms
[2022-04-10 15:08:16 main:574] : INFO : Epoch 1664 | loss: 0.0311386 | val_loss: 0.0311736 | Time: 1950.78 ms
[2022-04-10 15:08:18 main:574] : INFO : Epoch 1665 | loss: 0.031136 | val_loss: 0.0311657 | Time: 1944.03 ms
[2022-04-10 15:08:20 main:574] : INFO : Epoch 1666 | loss: 0.0311359 | val_loss: 0.0311688 | Time: 1940.11 ms
[2022-04-10 15:08:22 main:574] : INFO : Epoch 1667 | loss: 0.0311367 | val_loss: 0.0311656 | Time: 1957.35 ms
[2022-04-10 15:08:24 main:574] : INFO : Epoch 1668 | loss: 0.0311366 | val_loss: 0.0311686 | Time: 1947.03 ms
[2022-04-10 15:08:26 main:574] : INFO : Epoch 1669 | loss: 0.0311395 | val_loss: 0.0311721 | Time: 1943.79 ms
[2022-04-10 15:08:28 main:574] : INFO : Epoch 1670 | loss: 0.031148 | val_loss: 0.031177 | Time: 1951.98 ms
[2022-04-10 15:08:30 main:574] : INFO : Epoch 1671 | loss: 0.0311523 | val_loss: 0.0311652 | Time: 1982.89 ms
[2022-04-10 15:08:32 main:574] : INFO : Epoch 1672 | loss: 0.0311493 | val_loss: 0.0311624 | Time: 1941.18 ms
[2022-04-10 15:08:34 main:574] : INFO : Epoch 1673 | loss: 0.0311454 | val_loss: 0.0311634 | Time: 1932.02 ms
[2022-04-10 15:08:36 main:574] : INFO : Epoch 1674 | loss: 0.0311425 | val_loss: 0.0311619 | Time: 1978.77 ms
[2022-04-10 15:08:38 main:574] : INFO : Epoch 1675 | loss: 0.0311419 | val_loss: 0.0311647 | Time: 1938.08 ms
[2022-04-10 15:08:40 main:574] : INFO : Epoch 1676 | loss: 0.0311428 | val_loss: 0.0311638 | Time: 1982.31 ms
[2022-04-10 15:08:42 main:574] : INFO : Epoch 1677 | loss: 0.0311433 | val_loss: 0.0311634 | Time: 1900.96 ms
[2022-04-10 15:08:44 main:574] : INFO : Epoch 1678 | loss: 0.031142 | val_loss: 0.0311653 | Time: 1972.97 ms
[2022-04-10 15:08:46 main:574] : INFO : Epoch 1679 | loss: 0.0311428 | val_loss: 0.0311689 | Time: 1961.43 ms
[2022-04-10 15:08:48 main:574] : INFO : Epoch 1680 | loss: 0.0311425 | val_loss: 0.0311651 | Time: 1954.04 ms
[2022-04-10 15:08:50 main:574] : INFO : Epoch 1681 | loss: 0.0311409 | val_loss: 0.0311638 | Time: 1960.25 ms
[2022-04-10 15:08:52 main:574] : INFO : Epoch 1682 | loss: 0.031141 | val_loss: 0.0311663 | Time: 1929.99 ms
[2022-04-10 15:08:54 main:574] : INFO : Epoch 1683 | loss: 0.0311405 | val_loss: 0.0311635 | Time: 1960.52 ms
[2022-04-10 15:08:56 main:574] : INFO : Epoch 1684 | loss: 0.0311395 | val_loss: 0.0311664 | Time: 1955.18 ms
[2022-04-10 15:08:58 main:574] : INFO : Epoch 1685 | loss: 0.0311411 | val_loss: 0.0311613 | Time: 1970.67 ms
[2022-04-10 15:09:00 main:574] : INFO : Epoch 1686 | loss: 0.0311379 | val_loss: 0.0311621 | Time: 1957.58 ms
[2022-04-10 15:09:02 main:574] : INFO : Epoch 1687 | loss: 0.0311379 | val_loss: 0.0311687 | Time: 1942.25 ms
[2022-04-10 15:09:03 main:574] : INFO : Epoch 1688 | loss: 0.0311408 | val_loss: 0.0311632 | Time: 1941.82 ms
[2022-04-10 15:09:05 main:574] : INFO : Epoch 1689 | loss: 0.0311391 | val_loss: 0.0311662 | Time: 1954.15 ms
[2022-04-10 15:09:07 main:574] : INFO : Epoch 1690 | loss: 0.0311395 | val_loss: 0.0311628 | Time: 1978.21 ms
[2022-04-10 15:09:09 main:574] : INFO : Epoch 1691 | loss: 0.0311383 | val_loss: 0.0311691 | Time: 1934.17 ms
[2022-04-10 15:09:11 main:574] : INFO : Epoch 1692 | loss: 0.0311383 | val_loss: 0.0311643 | Time: 1957.99 ms
[2022-04-10 15:09:13 main:574] : INFO : Epoch 1693 | loss: 0.0311426 | val_loss: 0.0311711 | Time: 1939.92 ms
[2022-04-10 15:09:15 main:574] : INFO : Epoch 1694 | loss: 0.0311426 | val_loss: 0.0311682 | Time: 1948.9 ms
[2022-04-10 15:09:17 main:574] : INFO : Epoch 1695 | loss: 0.0311392 | val_loss: 0.0311649 | Time: 1969.5 ms
[2022-04-10 15:09:19 main:574] : INFO : Epoch 1696 | loss: 0.0311389 | val_loss: 0.0311681 | Time: 1956.13 ms
[2022-04-10 15:09:21 main:574] : INFO : Epoch 1697 | loss: 0.0311418 | val_loss: 0.0311665 | Time: 1944.46 ms
[2022-04-10 15:09:23 main:574] : INFO : Epoch 1698 | loss: 0.0311417 | val_loss: 0.0311683 | Time: 1946.82 ms
[2022-04-10 15:09:25 main:574] : INFO : Epoch 1699 | loss: 0.0311421 | val_loss: 0.0311652 | Time: 1982.84 ms
[2022-04-10 15:09:27 main:574] : INFO : Epoch 1700 | loss: 0.0311435 | val_loss: 0.0311625 | Time: 1923.31 ms
[2022-04-10 15:09:29 main:574] : INFO : Epoch 1701 | loss: 0.0311412 | val_loss: 0.0311646 | Time: 1948.45 ms
[2022-04-10 15:09:31 main:574] : INFO : Epoch 1702 | loss: 0.0311393 | val_loss: 0.0311669 | Time: 1952.62 ms
[2022-04-10 15:09:33 main:574] : INFO : Epoch 1703 | loss: 0.0311378 | val_loss: 0.0311622 | Time: 2027.13 ms
[2022-04-10 15:09:35 main:574] : INFO : Epoch 1704 | loss: 0.0311403 | val_loss: 0.0311748 | Time: 1938.43 ms
[2022-04-10 15:09:37 main:574] : INFO : Epoch 1705 | loss: 0.0311401 | val_loss: 0.0311666 | Time: 1934.57 ms
[2022-04-10 15:09:39 main:574] : INFO : Epoch 1706 | loss: 0.0311409 | val_loss: 0.0311715 | Time: 1990.53 ms
[2022-04-10 15:09:41 main:574] : INFO : Epoch 1707 | loss: 0.0311416 | val_loss: 0.0311633 | Time: 1919.47 ms
[2022-04-10 15:09:43 main:574] : INFO : Epoch 1708 | loss: 0.0311419 | val_loss: 0.0311625 | Time: 1958.2 ms
[2022-04-10 15:09:45 main:574] : INFO : Epoch 1709 | loss: 0.0311428 | val_loss: 0.0311634 | Time: 1970.3 ms
[2022-04-10 15:09:47 main:574] : INFO : Epoch 1710 | loss: 0.031142 | val_loss: 0.0311626 | Time: 1962.71 ms
[2022-04-10 15:09:49 main:574] : INFO : Epoch 1711 | loss: 0.0311422 | val_loss: 0.031169 | Time: 1969.26 ms
[2022-04-10 15:09:51 main:574] : INFO : Epoch 1712 | loss: 0.0311423 | val_loss: 0.0311623 | Time: 2014.38 ms
[2022-04-10 15:09:53 main:574] : INFO : Epoch 1713 | loss: 0.0311412 | val_loss: 0.0311622 | Time: 2124.78 ms
[2022-04-10 15:09:55 main:574] : INFO : Epoch 1714 | loss: 0.0311415 | val_loss: 0.0311644 | Time: 1995.79 ms
[2022-04-10 15:09:57 main:574] : INFO : Epoch 1715 | loss: 0.0311432 | val_loss: 0.0311606 | Time: 1943.43 ms
[2022-04-10 15:09:59 main:574] : INFO : Epoch 1716 | loss: 0.0311392 | val_loss: 0.0311663 | Time: 1973.27 ms
[2022-04-10 15:10:01 main:574] : INFO : Epoch 1717 | loss: 0.0311394 | val_loss: 0.0311651 | Time: 1963.77 ms
[2022-04-10 15:10:03 main:574] : INFO : Epoch 1718 | loss: 0.0311372 | val_loss: 0.031161 | Time: 1927.53 ms
[2022-04-10 15:10:04 main:574] : INFO : Epoch 1719 | loss: 0.0311388 | val_loss: 0.0311686 | Time: 1937.19 ms
[2022-04-10 15:10:06 main:574] : INFO : Epoch 1720 | loss: 0.0311381 | val_loss: 0.0311631 | Time: 1952.64 ms
[2022-04-10 15:10:08 main:574] : INFO : Epoch 1721 | loss: 0.03114 | val_loss: 0.0311674 | Time: 2024.31 ms
[2022-04-10 15:10:10 main:574] : INFO : Epoch 1722 | loss: 0.0311391 | val_loss: 0.0311667 | Time: 1944.32 ms
[2022-04-10 15:10:12 main:574] : INFO : Epoch 1723 | loss: 0.0311393 | val_loss: 0.0311653 | Time: 1914.92 ms
[2022-04-10 15:10:14 main:574] : INFO : Epoch 1724 | loss: 0.0311375 | val_loss: 0.0311656 | Time: 1925.85 ms
[2022-04-10 15:10:16 main:574] : INFO : Epoch 1725 | loss: 0.0311402 | val_loss: 0.0311712 | Time: 1982.63 ms
[2022-04-10 15:10:18 main:574] : INFO : Epoch 1726 | loss: 0.0311382 | val_loss: 0.031163 | Time: 1960.15 ms
[2022-04-10 15:10:20 main:574] : INFO : Epoch 1727 | loss: 0.0311376 | val_loss: 0.0311635 | Time: 1969.68 ms
[2022-04-10 15:10:22 main:574] : INFO : Epoch 1728 | loss: 0.0311398 | val_loss: 0.0311681 | Time: 1954.94 ms
[2022-04-10 15:10:24 main:574] : INFO : Epoch 1729 | loss: 0.0311401 | val_loss: 0.0311627 | Time: 1943.02 ms
[2022-04-10 15:10:26 main:574] : INFO : Epoch 1730 | loss: 0.0311383 | val_loss: 0.0311641 | Time: 1950.76 ms
[2022-04-10 15:10:28 main:574] : INFO : Epoch 1731 | loss: 0.031137 | val_loss: 0.0311594 | Time: 1967.9 ms
[2022-04-10 15:10:30 main:574] : INFO : Epoch 1732 | loss: 0.0311382 | val_loss: 0.031164 | Time: 1970.51 ms
[2022-04-10 15:10:32 main:574] : INFO : Epoch 1733 | loss: 0.0311359 | val_loss: 0.0311609 | Time: 1942.1 ms
[2022-04-10 15:10:34 main:574] : INFO : Epoch 1734 | loss: 0.0311356 | val_loss: 0.0311626 | Time: 2115.06 ms
[2022-04-10 15:10:36 main:574] : INFO : Epoch 1735 | loss: 0.0311356 | val_loss: 0.03116 | Time: 2171.97 ms
[2022-04-10 15:10:38 main:574] : INFO : Epoch 1736 | loss: 0.0311399 | val_loss: 0.0311717 | Time: 1968.1 ms
[2022-04-10 15:10:40 main:574] : INFO : Epoch 1737 | loss: 0.0311418 | val_loss: 0.0311641 | Time: 1981.23 ms
[2022-04-10 15:10:42 main:574] : INFO : Epoch 1738 | loss: 0.0311391 | val_loss: 0.0311697 | Time: 1977.8 ms
[2022-04-10 15:10:44 main:574] : INFO : Epoch 1739 | loss: 0.0311386 | val_loss: 0.0311635 | Time: 1929.65 ms
[2022-04-10 15:10:46 main:574] : INFO : Epoch 1740 | loss: 0.0311387 | val_loss: 0.0311692 | Time: 1950.83 ms
[2022-04-10 15:10:48 main:574] : INFO : Epoch 1741 | loss: 0.0311376 | val_loss: 0.0311658 | Time: 1961.81 ms
[2022-04-10 15:10:50 main:574] : INFO : Epoch 1742 | loss: 0.0311362 | val_loss: 0.0311636 | Time: 1968.8 ms
[2022-04-10 15:10:52 main:574] : INFO : Epoch 1743 | loss: 0.0311365 | val_loss: 0.0311658 | Time: 1943.99 ms
[2022-04-10 15:10:54 main:574] : INFO : Epoch 1744 | loss: 0.0311382 | val_loss: 0.0311702 | Time: 1921.84 ms
[2022-04-10 15:10:56 main:574] : INFO : Epoch 1745 | loss: 0.0311369 | val_loss: 0.0311647 | Time: 1966.12 ms
[2022-04-10 15:10:58 main:574] : INFO : Epoch 1746 | loss: 0.0311387 | val_loss: 0.0311648 | Time: 1939.72 ms
[2022-04-10 15:11:00 main:574] : INFO : Epoch 1747 | loss: 0.0311369 | val_loss: 0.0311684 | Time: 1960.22 ms
[2022-04-10 15:11:02 main:574] : INFO : Epoch 1748 | loss: 0.0311371 | val_loss: 0.0311663 | Time: 1943.33 ms
[2022-04-10 15:11:04 main:574] : INFO : Epoch 1749 | loss: 0.0311388 | val_loss: 0.0311706 | Time: 1949.95 ms
[2022-04-10 15:11:06 main:574] : INFO : Epoch 1750 | loss: 0.0311383 | val_loss: 0.031171 | Time: 1937.58 ms
[2022-04-10 15:11:08 main:574] : INFO : Epoch 1751 | loss: 0.0311371 | val_loss: 0.0311692 | Time: 1950.44 ms
[2022-04-10 15:11:09 main:574] : INFO : Epoch 1752 | loss: 0.0311371 | val_loss: 0.0311643 | Time: 1937.05 ms
[2022-04-10 15:11:11 main:574] : INFO : Epoch 1753 | loss: 0.0311415 | val_loss: 0.031171 | Time: 1946.39 ms
[2022-04-10 15:11:13 main:574] : INFO : Epoch 1754 | loss: 0.031141 | val_loss: 0.0311662 | Time: 1926.04 ms
[2022-04-10 15:11:15 main:574] : INFO : Epoch 1755 | loss: 0.0311376 | val_loss: 0.0311645 | Time: 1938.77 ms
[2022-04-10 15:11:17 main:574] : INFO : Epoch 1756 | loss: 0.0311406 | val_loss: 0.0311636 | Time: 1952.9 ms
[2022-04-10 15:11:19 main:574] : INFO : Epoch 1757 | loss: 0.0311394 | val_loss: 0.0311604 | Time: 1955.28 ms
[2022-04-10 15:11:21 main:574] : INFO : Epoch 1758 | loss: 0.0311383 | val_loss: 0.0311629 | Time: 1959.16 ms
[2022-04-10 15:11:23 main:574] : INFO : Epoch 1759 | loss: 0.0311354 | val_loss: 0.0311618 | Time: 1939.82 ms
[2022-04-10 15:11:25 main:574] : INFO : Epoch 1760 | loss: 0.0311359 | val_loss: 0.0311653 | Time: 1970.22 ms
[2022-04-10 15:11:27 main:574] : INFO : Epoch 1761 | loss: 0.0311367 | val_loss: 0.0311663 | Time: 1954.65 ms
[2022-04-10 15:11:29 main:574] : INFO : Epoch 1762 | loss: 0.0311381 | val_loss: 0.0311658 | Time: 1945.51 ms
[2022-04-10 15:11:31 main:574] : INFO : Epoch 1763 | loss: 0.0311395 | val_loss: 0.0311659 | Time: 1969.7 ms
[2022-04-10 15:11:33 main:574] : INFO : Epoch 1764 | loss: 0.0311376 | val_loss: 0.0311652 | Time: 1963.33 ms
[2022-04-10 15:11:35 main:574] : INFO : Epoch 1765 | loss: 0.0311374 | val_loss: 0.0311649 | Time: 1959.13 ms
[2022-04-10 15:11:37 main:574] : INFO : Epoch 1766 | loss: 0.0311379 | val_loss: 0.0311626 | Time: 1943.92 ms
[2022-04-10 15:11:39 main:574] : INFO : Epoch 1767 | loss: 0.031139 | val_loss: 0.0311657 | Time: 1971.09 ms
[2022-04-10 15:11:41 main:574] : INFO : Epoch 1768 | loss: 0.0311375 | val_loss: 0.0311636 | Time: 1993.69 ms
[2022-04-10 15:11:43 main:574] : INFO : Epoch 1769 | loss: 0.0311356 | val_loss: 0.0311639 | Time: 1998.75 ms
[2022-04-10 15:11:45 main:574] : INFO : Epoch 1770 | loss: 0.0311388 | val_loss: 0.0311638 | Time: 1958.33 ms
[2022-04-10 15:11:47 main:574] : INFO : Epoch 1771 | loss: 0.0311393 | val_loss: 0.0311629 | Time: 1979.91 ms
[2022-04-10 15:11:49 main:574] : INFO : Epoch 1772 | loss: 0.031143 | val_loss: 0.0311679 | Time: 1983.51 ms
[2022-04-10 15:11:51 main:574] : INFO : Epoch 1773 | loss: 0.0311524 | val_loss: 0.0311652 | Time: 1955.16 ms
[2022-04-10 15:11:53 main:574] : INFO : Epoch 1774 | loss: 0.0311453 | val_loss: 0.0311659 | Time: 1952.58 ms
[2022-04-10 15:11:55 main:574] : INFO : Epoch 1775 | loss: 0.0311413 | val_loss: 0.0311654 | Time: 1939.64 ms
[2022-04-10 15:11:57 main:574] : INFO : Epoch 1776 | loss: 0.031143 | val_loss: 0.0311649 | Time: 1956.74 ms
[2022-04-10 15:11:59 main:574] : INFO : Epoch 1777 | loss: 0.0311407 | val_loss: 0.0311664 | Time: 1957.18 ms
[2022-04-10 15:12:01 main:574] : INFO : Epoch 1778 | loss: 0.0311405 | val_loss: 0.0311646 | Time: 1961.7 ms
[2022-04-10 15:12:02 main:574] : INFO : Epoch 1779 | loss: 0.0311404 | val_loss: 0.0311665 | Time: 1941.41 ms
[2022-04-10 15:12:04 main:574] : INFO : Epoch 1780 | loss: 0.0311409 | val_loss: 0.031164 | Time: 1934.25 ms
[2022-04-10 15:12:06 main:574] : INFO : Epoch 1781 | loss: 0.0311405 | val_loss: 0.031164 | Time: 1978.13 ms
[2022-04-10 15:12:08 main:574] : INFO : Epoch 1782 | loss: 0.0311378 | val_loss: 0.0311627 | Time: 1958.78 ms
[2022-04-10 15:12:10 main:574] : INFO : Epoch 1783 | loss: 0.0311371 | val_loss: 0.0311653 | Time: 1915.39 ms
[2022-04-10 15:12:12 main:574] : INFO : Epoch 1784 | loss: 0.031139 | val_loss: 0.0311629 | Time: 1920.38 ms
[2022-04-10 15:12:14 main:574] : INFO : Epoch 1785 | loss: 0.0311379 | val_loss: 0.0311638 | Time: 1950.35 ms
[2022-04-10 15:12:16 main:574] : INFO : Epoch 1786 | loss: 0.0311377 | val_loss: 0.031164 | Time: 1938.76 ms
[2022-04-10 15:12:18 main:574] : INFO : Epoch 1787 | loss: 0.0311407 | val_loss: 0.0311637 | Time: 1923.98 ms
[2022-04-10 15:12:20 main:574] : INFO : Epoch 1788 | loss: 0.0311425 | val_loss: 0.0311733 | Time: 1968.56 ms
[2022-04-10 15:12:22 main:574] : INFO : Epoch 1789 | loss: 0.0311439 | val_loss: 0.0311675 | Time: 1936.44 ms
[2022-04-10 15:12:24 main:574] : INFO : Epoch 1790 | loss: 0.0311434 | val_loss: 0.0311638 | Time: 1938.61 ms
[2022-04-10 15:12:26 main:574] : INFO : Epoch 1791 | loss: 0.0311397 | val_loss: 0.0311647 | Time: 1925.43 ms
[2022-04-10 15:12:28 main:574] : INFO : Epoch 1792 | loss: 0.0311384 | val_loss: 0.0311629 | Time: 1937.13 ms
[2022-04-10 15:12:30 main:574] : INFO : Epoch 1793 | loss: 0.031138 | val_loss: 0.0311646 | Time: 1952.88 ms
[2022-04-10 15:12:32 main:574] : INFO : Epoch 1794 | loss: 0.0311395 | val_loss: 0.031164 | Time: 1930.21 ms
[2022-04-10 15:12:34 main:574] : INFO : Epoch 1795 | loss: 0.0311386 | val_loss: 0.0311664 | Time: 1947.07 ms
[2022-04-10 15:12:36 main:574] : INFO : Epoch 1796 | loss: 0.0311429 | val_loss: 0.0311648 | Time: 1945.34 ms
[2022-04-10 15:12:38 main:574] : INFO : Epoch 1797 | loss: 0.03116 | val_loss: 0.0311711 | Time: 1950.03 ms
[2022-04-10 15:12:39 main:574] : INFO : Epoch 1798 | loss: 0.0311603 | val_loss: 0.0311741 | Time: 1923.94 ms
[2022-04-10 15:12:41 main:574] : INFO : Epoch 1799 | loss: 0.0311594 | val_loss: 0.0311768 | Time: 1950.22 ms
[2022-04-10 15:12:43 main:574] : INFO : Epoch 1800 | loss: 0.0311587 | val_loss: 0.0311749 | Time: 1939.53 ms
[2022-04-10 15:12:45 main:574] : INFO : Epoch 1801 | loss: 0.0311559 | val_loss: 0.0311677 | Time: 1933.36 ms
[2022-04-10 15:12:47 main:574] : INFO : Epoch 1802 | loss: 0.0311577 | val_loss: 0.0311931 | Time: 1967.33 ms
[2022-04-10 15:12:49 main:574] : INFO : Epoch 1803 | loss: 0.0311617 | val_loss: 0.0311681 | Time: 1948.5 ms
[2022-04-10 15:12:51 main:574] : INFO : Epoch 1804 | loss: 0.0311531 | val_loss: 0.0311701 | Time: 1952.46 ms
[2022-04-10 15:12:53 main:574] : INFO : Epoch 1805 | loss: 0.0311518 | val_loss: 0.0311674 | Time: 1964.02 ms
[2022-04-10 15:12:55 main:574] : INFO : Epoch 1806 | loss: 0.0311499 | val_loss: 0.0311638 | Time: 1942.06 ms
[2022-04-10 15:12:57 main:574] : INFO : Epoch 1807 | loss: 0.0311491 | val_loss: 0.0311626 | Time: 1950.49 ms
[2022-04-10 15:12:59 main:574] : INFO : Epoch 1808 | loss: 0.0311502 | val_loss: 0.0311674 | Time: 1952.32 ms
[2022-04-10 15:13:01 main:574] : INFO : Epoch 1809 | loss: 0.0311579 | val_loss: 0.0311653 | Time: 1970.59 ms
[2022-04-10 15:13:03 main:574] : INFO : Epoch 1810 | loss: 0.0311554 | val_loss: 0.0311645 | Time: 1926.27 ms
[2022-04-10 15:13:05 main:574] : INFO : Epoch 1811 | loss: 0.0311516 | val_loss: 0.0311629 | Time: 1937.87 ms
[2022-04-10 15:13:07 main:574] : INFO : Epoch 1812 | loss: 0.0311508 | val_loss: 0.0311657 | Time: 1934.27 ms
[2022-04-10 15:13:09 main:574] : INFO : Epoch 1813 | loss: 0.0311497 | val_loss: 0.0311653 | Time: 1947.48 ms
[2022-04-10 15:13:11 main:574] : INFO : Epoch 1814 | loss: 0.0311479 | val_loss: 0.031162 | Time: 1917.8 ms
[2022-04-10 15:13:13 main:574] : INFO : Epoch 1815 | loss: 0.0311482 | val_loss: 0.0311637 | Time: 1940.5 ms
[2022-04-10 15:13:15 main:574] : INFO : Epoch 1816 | loss: 0.0311471 | val_loss: 0.0311611 | Time: 1941.02 ms
[2022-04-10 15:13:16 main:574] : INFO : Epoch 1817 | loss: 0.0311465 | val_loss: 0.031168 | Time: 1947.14 ms
[2022-04-10 15:13:18 main:574] : INFO : Epoch 1818 | loss: 0.0311469 | val_loss: 0.0311625 | Time: 1976.12 ms
[2022-04-10 15:13:20 main:574] : INFO : Epoch 1819 | loss: 0.031146 | val_loss: 0.0311628 | Time: 1956 ms
[2022-04-10 15:13:22 main:574] : INFO : Epoch 1820 | loss: 0.0311463 | val_loss: 0.0311647 | Time: 1927.14 ms
[2022-04-10 15:13:24 main:574] : INFO : Epoch 1821 | loss: 0.031146 | val_loss: 0.0311633 | Time: 1928.26 ms
[2022-04-10 15:13:26 main:574] : INFO : Epoch 1822 | loss: 0.0311457 | val_loss: 0.0311631 | Time: 1947.9 ms
[2022-04-10 15:13:28 main:574] : INFO : Epoch 1823 | loss: 0.0311458 | val_loss: 0.0311651 | Time: 1934.93 ms
[2022-04-10 15:13:30 main:574] : INFO : Epoch 1824 | loss: 0.0311455 | val_loss: 0.0311686 | Time: 1949.31 ms
[2022-04-10 15:13:32 main:574] : INFO : Epoch 1825 | loss: 0.0311466 | val_loss: 0.0311681 | Time: 1946.09 ms
[2022-04-10 15:13:34 main:574] : INFO : Epoch 1826 | loss: 0.0311472 | val_loss: 0.0311648 | Time: 1943.3 ms
[2022-04-10 15:13:36 main:574] : INFO : Epoch 1827 | loss: 0.0311431 | val_loss: 0.0311647 | Time: 1925.19 ms
[2022-04-10 15:13:38 main:574] : INFO : Epoch 1828 | loss: 0.0311431 | val_loss: 0.0311646 | Time: 1948.69 ms
[2022-04-10 15:13:40 main:574] : INFO : Epoch 1829 | loss: 0.0311441 | val_loss: 0.0311625 | Time: 1955.94 ms
[2022-04-10 15:13:42 main:574] : INFO : Epoch 1830 | loss: 0.0311448 | val_loss: 0.0311629 | Time: 1945.65 ms
[2022-04-10 15:13:44 main:574] : INFO : Epoch 1831 | loss: 0.0311443 | val_loss: 0.0311621 | Time: 1923.68 ms
[2022-04-10 15:13:46 main:574] : INFO : Epoch 1832 | loss: 0.031144 | val_loss: 0.0311627 | Time: 1955.97 ms
[2022-04-10 15:13:48 main:574] : INFO : Epoch 1833 | loss: 0.0311423 | val_loss: 0.0311668 | Time: 1941.15 ms
[2022-04-10 15:13:50 main:574] : INFO : Epoch 1834 | loss: 0.0311441 | val_loss: 0.0311644 | Time: 1939.37 ms
[2022-04-10 15:13:52 main:574] : INFO : Epoch 1835 | loss: 0.0311428 | val_loss: 0.031165 | Time: 1948.86 ms
[2022-04-10 15:13:54 main:574] : INFO : Epoch 1836 | loss: 0.0311448 | val_loss: 0.0311608 | Time: 1945.66 ms
[2022-04-10 15:13:55 main:574] : INFO : Epoch 1837 | loss: 0.0311441 | val_loss: 0.0311626 | Time: 1950.51 ms
[2022-04-10 15:13:57 main:574] : INFO : Epoch 1838 | loss: 0.0311423 | val_loss: 0.0311663 | Time: 1918.54 ms
[2022-04-10 15:13:59 main:574] : INFO : Epoch 1839 | loss: 0.0311424 | val_loss: 0.0311648 | Time: 1919.61 ms
[2022-04-10 15:14:01 main:574] : INFO : Epoch 1840 | loss: 0.0311454 | val_loss: 0.0311642 | Time: 1965.95 ms
[2022-04-10 15:14:03 main:574] : INFO : Epoch 1841 | loss: 0.0311426 | val_loss: 0.0311625 | Time: 1941.52 ms
[2022-04-10 15:14:05 main:574] : INFO : Epoch 1842 | loss: 0.0311442 | val_loss: 0.0311607 | Time: 1989.87 ms
[2022-04-10 15:14:07 main:574] : INFO : Epoch 1843 | loss: 0.0311458 | val_loss: 0.0311664 | Time: 1945.76 ms
[2022-04-10 15:14:09 main:574] : INFO : Epoch 1844 | loss: 0.0311466 | val_loss: 0.0311676 | Time: 1942.72 ms
[2022-04-10 15:14:11 main:574] : INFO : Epoch 1845 | loss: 0.0311434 | val_loss: 0.0311611 | Time: 1975.46 ms
[2022-04-10 15:14:13 main:574] : INFO : Epoch 1846 | loss: 0.0311414 | val_loss: 0.0311623 | Time: 1930.84 ms
[2022-04-10 15:14:15 main:574] : INFO : Epoch 1847 | loss: 0.0311428 | val_loss: 0.0311689 | Time: 1950.67 ms
[2022-04-10 15:14:17 main:574] : INFO : Epoch 1848 | loss: 0.0311469 | val_loss: 0.031165 | Time: 1946.53 ms
[2022-04-10 15:14:19 main:574] : INFO : Epoch 1849 | loss: 0.0311433 | val_loss: 0.0311643 | Time: 1952.17 ms
[2022-04-10 15:14:21 main:574] : INFO : Epoch 1850 | loss: 0.0311412 | val_loss: 0.0311634 | Time: 1952.39 ms
[2022-04-10 15:14:23 main:574] : INFO : Epoch 1851 | loss: 0.0311407 | val_loss: 0.0311603 | Time: 1939.89 ms
[2022-04-10 15:14:25 main:574] : INFO : Epoch 1852 | loss: 0.0311414 | val_loss: 0.0311625 | Time: 1971.94 ms
[2022-04-10 15:14:27 main:574] : INFO : Epoch 1853 | loss: 0.0311394 | val_loss: 0.03116 | Time: 1973.56 ms
[2022-04-10 15:14:29 main:574] : INFO : Epoch 1854 | loss: 0.0311402 | val_loss: 0.0311622 | Time: 1940.82 ms
[2022-04-10 15:14:31 main:574] : INFO : Epoch 1855 | loss: 0.031141 | val_loss: 0.031161 | Time: 1963.19 ms
[2022-04-10 15:14:33 main:574] : INFO : Epoch 1856 | loss: 0.0311401 | val_loss: 0.0311653 | Time: 1931.21 ms
[2022-04-10 15:14:35 main:574] : INFO : Epoch 1857 | loss: 0.0311397 | val_loss: 0.0311612 | Time: 1925.99 ms
[2022-04-10 15:14:36 main:574] : INFO : Epoch 1858 | loss: 0.0311394 | val_loss: 0.0311688 | Time: 1945.7 ms
[2022-04-10 15:14:38 main:574] : INFO : Epoch 1859 | loss: 0.0311417 | val_loss: 0.0311597 | Time: 1935.37 ms
[2022-04-10 15:14:40 main:574] : INFO : Epoch 1860 | loss: 0.0311411 | val_loss: 0.0311596 | Time: 1926.18 ms
[2022-04-10 15:14:42 main:574] : INFO : Epoch 1861 | loss: 0.0311407 | val_loss: 0.0311627 | Time: 1945.03 ms
[2022-04-10 15:14:44 main:574] : INFO : Epoch 1862 | loss: 0.031139 | val_loss: 0.0311608 | Time: 1960.96 ms
[2022-04-10 15:14:46 main:574] : INFO : Epoch 1863 | loss: 0.0311377 | val_loss: 0.0311614 | Time: 1932.8 ms
[2022-04-10 15:14:48 main:574] : INFO : Epoch 1864 | loss: 0.0311376 | val_loss: 0.031162 | Time: 1936.41 ms
[2022-04-10 15:14:50 main:574] : INFO : Epoch 1865 | loss: 0.0311388 | val_loss: 0.0311611 | Time: 1945.54 ms
[2022-04-10 15:14:52 main:574] : INFO : Epoch 1866 | loss: 0.0311405 | val_loss: 0.0311649 | Time: 1954.62 ms
[2022-04-10 15:14:54 main:574] : INFO : Epoch 1867 | loss: 0.0311409 | val_loss: 0.0311606 | Time: 1950.32 ms
[2022-04-10 15:14:56 main:574] : INFO : Epoch 1868 | loss: 0.0311453 | val_loss: 0.0311685 | Time: 1944.71 ms
[2022-04-10 15:14:58 main:574] : INFO : Epoch 1869 | loss: 0.0311407 | val_loss: 0.0311603 | Time: 1954.71 ms
[2022-04-10 15:15:00 main:574] : INFO : Epoch 1870 | loss: 0.031137 | val_loss: 0.0311614 | Time: 1966.46 ms
[2022-04-10 15:15:02 main:574] : INFO : Epoch 1871 | loss: 0.0311376 | val_loss: 0.0311609 | Time: 1982.07 ms
[2022-04-10 15:15:04 main:574] : INFO : Epoch 1872 | loss: 0.0311414 | val_loss: 0.0311639 | Time: 1958.28 ms
[2022-04-10 15:15:06 main:574] : INFO : Epoch 1873 | loss: 0.0311415 | val_loss: 0.0311641 | Time: 1960.45 ms
[2022-04-10 15:15:08 main:574] : INFO : Epoch 1874 | loss: 0.031144 | val_loss: 0.0311602 | Time: 1919.3 ms
[2022-04-10 15:15:10 main:574] : INFO : Epoch 1875 | loss: 0.0311431 | val_loss: 0.031179 | Time: 1945.2 ms
[2022-04-10 15:15:12 main:574] : INFO : Epoch 1876 | loss: 0.0311418 | val_loss: 0.0311636 | Time: 1953.16 ms
[2022-04-10 15:15:14 main:574] : INFO : Epoch 1877 | loss: 0.0311399 | val_loss: 0.0311613 | Time: 1955.24 ms
[2022-04-10 15:15:16 main:574] : INFO : Epoch 1878 | loss: 0.031145 | val_loss: 0.0311614 | Time: 1925.36 ms
[2022-04-10 15:15:17 main:574] : INFO : Epoch 1879 | loss: 0.0311435 | val_loss: 0.0311601 | Time: 1929.84 ms
[2022-04-10 15:15:19 main:574] : INFO : Epoch 1880 | loss: 0.03114 | val_loss: 0.0311658 | Time: 1945.96 ms
[2022-04-10 15:15:21 main:574] : INFO : Epoch 1881 | loss: 0.0311423 | val_loss: 0.0311659 | Time: 1921.05 ms
[2022-04-10 15:15:23 main:574] : INFO : Epoch 1882 | loss: 0.031142 | val_loss: 0.0311611 | Time: 1943.45 ms
[2022-04-10 15:15:25 main:574] : INFO : Epoch 1883 | loss: 0.0311397 | val_loss: 0.0311715 | Time: 1951.45 ms
[2022-04-10 15:15:27 main:574] : INFO : Epoch 1884 | loss: 0.0311392 | val_loss: 0.031161 | Time: 1944.88 ms
[2022-04-10 15:15:29 main:574] : INFO : Epoch 1885 | loss: 0.0311389 | val_loss: 0.0311627 | Time: 1942.37 ms
[2022-04-10 15:15:31 main:574] : INFO : Epoch 1886 | loss: 0.0311387 | val_loss: 0.0311645 | Time: 1928.17 ms
[2022-04-10 15:15:33 main:574] : INFO : Epoch 1887 | loss: 0.0311412 | val_loss: 0.0311604 | Time: 1964.65 ms
[2022-04-10 15:15:35 main:574] : INFO : Epoch 1888 | loss: 0.0311397 | val_loss: 0.0311628 | Time: 1915.94 ms
[2022-04-10 15:15:37 main:574] : INFO : Epoch 1889 | loss: 0.0311407 | val_loss: 0.0311644 | Time: 1967.84 ms
[2022-04-10 15:15:39 main:574] : INFO : Epoch 1890 | loss: 0.0311386 | val_loss: 0.0311636 | Time: 1942.19 ms
[2022-04-10 15:15:41 main:574] : INFO : Epoch 1891 | loss: 0.0311422 | val_loss: 0.0311598 | Time: 1966.37 ms
[2022-04-10 15:15:43 main:574] : INFO : Epoch 1892 | loss: 0.0311459 | val_loss: 0.0311876 | Time: 1933.96 ms
[2022-04-10 15:15:45 main:574] : INFO : Epoch 1893 | loss: 0.0311449 | val_loss: 0.0311699 | Time: 1941.26 ms
[2022-04-10 15:15:47 main:574] : INFO : Epoch 1894 | loss: 0.0311458 | val_loss: 0.0311785 | Time: 1926.23 ms
[2022-04-10 15:15:49 main:574] : INFO : Epoch 1895 | loss: 0.0311446 | val_loss: 0.031162 | Time: 1935.63 ms
[2022-04-10 15:15:51 main:574] : INFO : Epoch 1896 | loss: 0.0311432 | val_loss: 0.0311726 | Time: 2024.94 ms
[2022-04-10 15:15:53 main:574] : INFO : Epoch 1897 | loss: 0.0311405 | val_loss: 0.0311696 | Time: 1964.9 ms
[2022-04-10 15:15:55 main:574] : INFO : Epoch 1898 | loss: 0.0311368 | val_loss: 0.0311627 | Time: 1943 ms
[2022-04-10 15:15:56 main:574] : INFO : Epoch 1899 | loss: 0.031137 | val_loss: 0.0311651 | Time: 1945.26 ms
[2022-04-10 15:15:58 main:574] : INFO : Epoch 1900 | loss: 0.0311368 | val_loss: 0.0311683 | Time: 1965.64 ms
[2022-04-10 15:16:00 main:574] : INFO : Epoch 1901 | loss: 0.0311452 | val_loss: 0.031167 | Time: 1934.8 ms
[2022-04-10 15:16:02 main:574] : INFO : Epoch 1902 | loss: 0.0311458 | val_loss: 0.0311689 | Time: 1913.99 ms
[2022-04-10 15:16:04 main:574] : INFO : Epoch 1903 | loss: 0.0311463 | val_loss: 0.0311665 | Time: 1945.07 ms
[2022-04-10 15:16:06 main:574] : INFO : Epoch 1904 | loss: 0.0311487 | val_loss: 0.031167 | Time: 1956.99 ms
[2022-04-10 15:16:08 main:574] : INFO : Epoch 1905 | loss: 0.031158 | val_loss: 0.0311649 | Time: 1927.94 ms
[2022-04-10 15:16:10 main:574] : INFO : Epoch 1906 | loss: 0.0311544 | val_loss: 0.0311616 | Time: 1966.91 ms
[2022-04-10 15:16:12 main:574] : INFO : Epoch 1907 | loss: 0.0311531 | val_loss: 0.0311649 | Time: 1946.49 ms
[2022-04-10 15:16:14 main:574] : INFO : Epoch 1908 | loss: 0.0311513 | val_loss: 0.0311613 | Time: 1931.12 ms
[2022-04-10 15:16:16 main:574] : INFO : Epoch 1909 | loss: 0.0311523 | val_loss: 0.0311607 | Time: 1945.05 ms
[2022-04-10 15:16:18 main:574] : INFO : Epoch 1910 | loss: 0.0311508 | val_loss: 0.0311605 | Time: 1949.28 ms
[2022-04-10 15:16:20 main:574] : INFO : Epoch 1911 | loss: 0.0311533 | val_loss: 0.0311611 | Time: 1973.05 ms
[2022-04-10 15:16:22 main:574] : INFO : Epoch 1912 | loss: 0.0311536 | val_loss: 0.0311612 | Time: 1941.37 ms
[2022-04-10 15:16:24 main:574] : INFO : Epoch 1913 | loss: 0.0311478 | val_loss: 0.0311619 | Time: 1966.77 ms
[2022-04-10 15:16:26 main:574] : INFO : Epoch 1914 | loss: 0.0311462 | val_loss: 0.0311595 | Time: 1938.76 ms
[2022-04-10 15:16:28 main:574] : INFO : Epoch 1915 | loss: 0.0311463 | val_loss: 0.0311612 | Time: 1945.47 ms
[2022-04-10 15:16:30 main:574] : INFO : Epoch 1916 | loss: 0.0311482 | val_loss: 0.0311656 | Time: 1940.45 ms
[2022-04-10 15:16:32 main:574] : INFO : Epoch 1917 | loss: 0.0311462 | val_loss: 0.0311616 | Time: 1957.02 ms
[2022-04-10 15:16:34 main:574] : INFO : Epoch 1918 | loss: 0.0311445 | val_loss: 0.0311637 | Time: 1962.32 ms
[2022-04-10 15:16:36 main:574] : INFO : Epoch 1919 | loss: 0.0311436 | val_loss: 0.0311632 | Time: 1942.97 ms
[2022-04-10 15:16:37 main:574] : INFO : Epoch 1920 | loss: 0.0311437 | val_loss: 0.0311696 | Time: 1929.85 ms
[2022-04-10 15:16:39 main:574] : INFO : Epoch 1921 | loss: 0.031144 | val_loss: 0.0311645 | Time: 1936.3 ms
[2022-04-10 15:16:41 main:574] : INFO : Epoch 1922 | loss: 0.0311432 | val_loss: 0.0311648 | Time: 1953.53 ms
[2022-04-10 15:16:43 main:574] : INFO : Epoch 1923 | loss: 0.0311417 | val_loss: 0.0311658 | Time: 1956.25 ms
[2022-04-10 15:16:45 main:574] : INFO : Epoch 1924 | loss: 0.0311441 | val_loss: 0.0311674 | Time: 1930.8 ms
[2022-04-10 15:16:47 main:574] : INFO : Epoch 1925 | loss: 0.0311441 | val_loss: 0.0311649 | Time: 1939.27 ms
[2022-04-10 15:16:49 main:574] : INFO : Epoch 1926 | loss: 0.031143 | val_loss: 0.0311614 | Time: 1960.81 ms
[2022-04-10 15:16:51 main:574] : INFO : Epoch 1927 | loss: 0.0311431 | val_loss: 0.0311626 | Time: 1949.07 ms
[2022-04-10 15:16:53 main:574] : INFO : Epoch 1928 | loss: 0.0311413 | val_loss: 0.0311606 | Time: 1933.64 ms
[2022-04-10 15:16:55 main:574] : INFO : Epoch 1929 | loss: 0.0311418 | val_loss: 0.0311631 | Time: 1960.19 ms
[2022-04-10 15:16:57 main:574] : INFO : Epoch 1930 | loss: 0.0311413 | val_loss: 0.0311631 | Time: 1963.76 ms
[2022-04-10 15:16:59 main:574] : INFO : Epoch 1931 | loss: 0.0311417 | val_loss: 0.0311627 | Time: 1984.12 ms
[2022-04-10 15:17:01 main:574] : INFO : Epoch 1932 | loss: 0.0311417 | val_loss: 0.0311719 | Time: 1953.17 ms
[2022-04-10 15:17:03 main:574] : INFO : Epoch 1933 | loss: 0.0311451 | val_loss: 0.0311709 | Time: 1953.06 ms
[2022-04-10 15:17:05 main:574] : INFO : Epoch 1934 | loss: 0.031146 | val_loss: 0.031162 | Time: 1965.09 ms
[2022-04-10 15:17:07 main:574] : INFO : Epoch 1935 | loss: 0.0311449 | val_loss: 0.0311624 | Time: 1922.9 ms
[2022-04-10 15:17:09 main:574] : INFO : Epoch 1936 | loss: 0.0311437 | val_loss: 0.031166 | Time: 1936.66 ms
[2022-04-10 15:17:11 main:574] : INFO : Epoch 1937 | loss: 0.0311473 | val_loss: 0.0311709 | Time: 1971.16 ms
[2022-04-10 15:17:13 main:574] : INFO : Epoch 1938 | loss: 0.0311467 | val_loss: 0.0311618 | Time: 1968.77 ms
[2022-04-10 15:17:15 main:574] : INFO : Epoch 1939 | loss: 0.0311464 | val_loss: 0.0311653 | Time: 1935.66 ms
[2022-04-10 15:17:17 main:574] : INFO : Epoch 1940 | loss: 0.0311438 | val_loss: 0.031168 | Time: 1930.77 ms
[2022-04-10 15:17:19 main:574] : INFO : Epoch 1941 | loss: 0.0311463 | val_loss: 0.03117 | Time: 1945.79 ms
[2022-04-10 15:17:20 main:574] : INFO : Epoch 1942 | loss: 0.0311439 | val_loss: 0.0311674 | Time: 1950.26 ms
[2022-04-10 15:17:22 main:574] : INFO : Epoch 1943 | loss: 0.0311406 | val_loss: 0.0311654 | Time: 1939.55 ms
[2022-04-10 15:17:24 main:574] : INFO : Epoch 1944 | loss: 0.0311442 | val_loss: 0.0311769 | Time: 1933.56 ms
[2022-04-10 15:17:26 main:574] : INFO : Epoch 1945 | loss: 0.0311566 | val_loss: 0.0311673 | Time: 1948.85 ms
[2022-04-10 15:17:28 main:574] : INFO : Epoch 1946 | loss: 0.031148 | val_loss: 0.0311904 | Time: 1968.63 ms
[2022-04-10 15:17:30 main:574] : INFO : Epoch 1947 | loss: 0.0311453 | val_loss: 0.0311661 | Time: 1946.85 ms
[2022-04-10 15:17:32 main:574] : INFO : Epoch 1948 | loss: 0.0311403 | val_loss: 0.0311646 | Time: 1959.04 ms
[2022-04-10 15:17:34 main:574] : INFO : Epoch 1949 | loss: 0.031143 | val_loss: 0.0311649 | Time: 1942.76 ms
[2022-04-10 15:17:36 main:574] : INFO : Epoch 1950 | loss: 0.0311419 | val_loss: 0.0311667 | Time: 1947.05 ms
[2022-04-10 15:17:38 main:574] : INFO : Epoch 1951 | loss: 0.0311407 | val_loss: 0.0311656 | Time: 1946.55 ms
[2022-04-10 15:17:40 main:574] : INFO : Epoch 1952 | loss: 0.0311394 | val_loss: 0.0311656 | Time: 1943.59 ms
[2022-04-10 15:17:42 main:574] : INFO : Epoch 1953 | loss: 0.0311395 | val_loss: 0.0311669 | Time: 1957.77 ms
[2022-04-10 15:17:44 main:574] : INFO : Epoch 1954 | loss: 0.0311408 | val_loss: 0.0311642 | Time: 1947.8 ms
[2022-04-10 15:17:46 main:574] : INFO : Epoch 1955 | loss: 0.0311387 | val_loss: 0.031167 | Time: 1974.29 ms
[2022-04-10 15:17:48 main:574] : INFO : Epoch 1956 | loss: 0.0311391 | val_loss: 0.0311757 | Time: 1932.03 ms
[2022-04-10 15:17:50 main:574] : INFO : Epoch 1957 | loss: 0.0311422 | val_loss: 0.0311675 | Time: 1928.55 ms
[2022-04-10 15:17:52 main:574] : INFO : Epoch 1958 | loss: 0.0311391 | val_loss: 0.0311632 | Time: 1940.81 ms
[2022-04-10 15:17:54 main:574] : INFO : Epoch 1959 | loss: 0.0311408 | val_loss: 0.0311697 | Time: 1954.31 ms
[2022-04-10 15:17:56 main:574] : INFO : Epoch 1960 | loss: 0.0311419 | val_loss: 0.0311677 | Time: 1936.59 ms
[2022-04-10 15:17:58 main:574] : INFO : Epoch 1961 | loss: 0.0311406 | val_loss: 0.0311656 | Time: 1951.02 ms
[2022-04-10 15:17:59 main:574] : INFO : Epoch 1962 | loss: 0.0311391 | val_loss: 0.0311642 | Time: 1920.73 ms
[2022-04-10 15:18:01 main:574] : INFO : Epoch 1963 | loss: 0.0311408 | val_loss: 0.0311658 | Time: 1955.96 ms
[2022-04-10 15:18:03 main:574] : INFO : Epoch 1964 | loss: 0.0311403 | val_loss: 0.0311672 | Time: 1943.24 ms
[2022-04-10 15:18:05 main:574] : INFO : Epoch 1965 | loss: 0.0311398 | val_loss: 0.031177 | Time: 1946.71 ms
[2022-04-10 15:18:07 main:574] : INFO : Epoch 1966 | loss: 0.0311447 | val_loss: 0.031168 | Time: 1953.9 ms
[2022-04-10 15:18:09 main:574] : INFO : Epoch 1967 | loss: 0.0311415 | val_loss: 0.0311701 | Time: 1951.97 ms
[2022-04-10 15:18:11 main:574] : INFO : Epoch 1968 | loss: 0.0311414 | val_loss: 0.0311644 | Time: 1959.36 ms
[2022-04-10 15:18:13 main:574] : INFO : Epoch 1969 | loss: 0.0311416 | val_loss: 0.0311707 | Time: 1930.85 ms
[2022-04-10 15:18:15 main:574] : INFO : Epoch 1970 | loss: 0.0311427 | val_loss: 0.0311734 | Time: 1924.91 ms
[2022-04-10 15:18:17 main:574] : INFO : Epoch 1971 | loss: 0.0311401 | val_loss: 0.0311679 | Time: 1935.52 ms
[2022-04-10 15:18:19 main:574] : INFO : Epoch 1972 | loss: 0.0311391 | val_loss: 0.0311663 | Time: 1945.56 ms
[2022-04-10 15:18:21 main:574] : INFO : Epoch 1973 | loss: 0.031139 | val_loss: 0.0311686 | Time: 1942.81 ms
[2022-04-10 15:18:23 main:574] : INFO : Epoch 1974 | loss: 0.0311408 | val_loss: 0.031166 | Time: 1951.96 ms
[2022-04-10 15:18:25 main:574] : INFO : Epoch 1975 | loss: 0.0311443 | val_loss: 0.0311686 | Time: 1952.16 ms
[2022-04-10 15:18:27 main:574] : INFO : Epoch 1976 | loss: 0.0311488 | val_loss: 0.0311649 | Time: 1929.95 ms
[2022-04-10 15:18:29 main:574] : INFO : Epoch 1977 | loss: 0.0311451 | val_loss: 0.0311625 | Time: 1954.78 ms
[2022-04-10 15:18:31 main:574] : INFO : Epoch 1978 | loss: 0.0311424 | val_loss: 0.0311652 | Time: 1962.31 ms
[2022-04-10 15:18:33 main:574] : INFO : Epoch 1979 | loss: 0.031142 | val_loss: 0.0311672 | Time: 1931.21 ms
[2022-04-10 15:18:35 main:574] : INFO : Epoch 1980 | loss: 0.0311413 | val_loss: 0.0311669 | Time: 1927.81 ms
[2022-04-10 15:18:36 main:574] : INFO : Epoch 1981 | loss: 0.0311399 | val_loss: 0.0311626 | Time: 1939.42 ms
[2022-04-10 15:18:38 main:574] : INFO : Epoch 1982 | loss: 0.031139 | val_loss: 0.0311673 | Time: 1933.27 ms
[2022-04-10 15:18:40 main:574] : INFO : Epoch 1983 | loss: 0.0311395 | val_loss: 0.031165 | Time: 1963.9 ms
[2022-04-10 15:18:42 main:574] : INFO : Epoch 1984 | loss: 0.0311369 | val_loss: 0.0311677 | Time: 1949.79 ms
[2022-04-10 15:18:44 main:574] : INFO : Epoch 1985 | loss: 0.0311373 | val_loss: 0.0311643 | Time: 1938.78 ms
[2022-04-10 15:18:46 main:574] : INFO : Epoch 1986 | loss: 0.0311377 | val_loss: 0.0311668 | Time: 1941.4 ms
[2022-04-10 15:18:48 main:574] : INFO : Epoch 1987 | loss: 0.0311369 | val_loss: 0.0311668 | Time: 1953.54 ms
[2022-04-10 15:18:50 main:574] : INFO : Epoch 1988 | loss: 0.0311383 | val_loss: 0.0311668 | Time: 1932.37 ms
[2022-04-10 15:18:52 main:574] : INFO : Epoch 1989 | loss: 0.0311386 | val_loss: 0.0311662 | Time: 1954.08 ms
[2022-04-10 15:18:54 main:574] : INFO : Epoch 1990 | loss: 0.031138 | val_loss: 0.0311646 | Time: 1959.06 ms
[2022-04-10 15:18:56 main:574] : INFO : Epoch 1991 | loss: 0.0311389 | val_loss: 0.0311659 | Time: 1979.59 ms
[2022-04-10 15:18:58 main:574] : INFO : Epoch 1992 | loss: 0.0311414 | val_loss: 0.0311672 | Time: 1933.81 ms
[2022-04-10 15:19:00 main:574] : INFO : Epoch 1993 | loss: 0.0311416 | val_loss: 0.0311658 | Time: 1928.32 ms
[2022-04-10 15:19:02 main:574] : INFO : Epoch 1994 | loss: 0.0311438 | val_loss: 0.0311645 | Time: 1940.63 ms
[2022-04-10 15:19:04 main:574] : INFO : Epoch 1995 | loss: 0.0311423 | val_loss: 0.031167 | Time: 1942.4 ms
[2022-04-10 15:19:06 main:574] : INFO : Epoch 1996 | loss: 0.03114 | val_loss: 0.0311609 | Time: 1933.3 ms
[2022-04-10 15:19:08 main:574] : INFO : Epoch 1997 | loss: 0.0311397 | val_loss: 0.0311632 | Time: 1935.27 ms
[2022-04-10 15:19:10 main:574] : INFO : Epoch 1998 | loss: 0.0311387 | val_loss: 0.0311632 | Time: 1976.05 ms
[2022-04-10 15:19:12 main:574] : INFO : Epoch 1999 | loss: 0.0311381 | val_loss: 0.0311713 | Time: 1975.1 ms
[2022-04-10 15:19:14 main:574] : INFO : Epoch 2000 | loss: 0.0311399 | val_loss: 0.0311615 | Time: 1948.71 ms
[2022-04-10 15:19:16 main:574] : INFO : Epoch 2001 | loss: 0.0311393 | val_loss: 0.0311647 | Time: 1927.89 ms
[2022-04-10 15:19:17 main:574] : INFO : Epoch 2002 | loss: 0.0311385 | val_loss: 0.031161 | Time: 1927.66 ms
[2022-04-10 15:19:19 main:574] : INFO : Epoch 2003 | loss: 0.0311371 | val_loss: 0.0311662 | Time: 1942.1 ms
[2022-04-10 15:19:21 main:574] : INFO : Epoch 2004 | loss: 0.0311393 | val_loss: 0.0311636 | Time: 1935 ms
[2022-04-10 15:19:23 main:574] : INFO : Epoch 2005 | loss: 0.0311397 | val_loss: 0.0311638 | Time: 1930.97 ms
[2022-04-10 15:19:25 main:574] : INFO : Epoch 2006 | loss: 0.0311377 | val_loss: 0.031161 | Time: 1941.72 ms
[2022-04-10 15:19:27 main:574] : INFO : Epoch 2007 | loss: 0.0311357 | val_loss: 0.0311618 | Time: 1928.06 ms
[2022-04-10 15:19:29 main:574] : INFO : Epoch 2008 | loss: 0.0311389 | val_loss: 0.0311612 | Time: 1942.25 ms
[2022-04-10 15:19:31 main:574] : INFO : Epoch 2009 | loss: 0.0311389 | val_loss: 0.0311604 | Time: 1927.24 ms
[2022-04-10 15:19:33 main:574] : INFO : Epoch 2010 | loss: 0.0311356 | val_loss: 0.0311606 | Time: 1930.89 ms
[2022-04-10 15:19:35 main:574] : INFO : Epoch 2011 | loss: 0.0311372 | val_loss: 0.0311621 | Time: 1954.07 ms
[2022-04-10 15:19:37 main:574] : INFO : Epoch 2012 | loss: 0.0311366 | val_loss: 0.0311591 | Time: 1950.45 ms
[2022-04-10 15:19:39 main:574] : INFO : Epoch 2013 | loss: 0.0311363 | val_loss: 0.0311618 | Time: 1965.15 ms
[2022-04-10 15:19:41 main:574] : INFO : Epoch 2014 | loss: 0.0311357 | val_loss: 0.0311652 | Time: 1948.18 ms
[2022-04-10 15:19:43 main:574] : INFO : Epoch 2015 | loss: 0.031136 | val_loss: 0.0311642 | Time: 1940.97 ms
[2022-04-10 15:19:45 main:574] : INFO : Epoch 2016 | loss: 0.0311361 | val_loss: 0.0311665 | Time: 1941.9 ms
[2022-04-10 15:19:47 main:574] : INFO : Epoch 2017 | loss: 0.0311356 | val_loss: 0.0311695 | Time: 1959.85 ms
[2022-04-10 15:19:49 main:574] : INFO : Epoch 2018 | loss: 0.0311361 | val_loss: 0.0311669 | Time: 1932.71 ms
[2022-04-10 15:19:51 main:574] : INFO : Epoch 2019 | loss: 0.031137 | val_loss: 0.0311631 | Time: 1933.86 ms
[2022-04-10 15:19:52 main:574] : INFO : Epoch 2020 | loss: 0.0311359 | val_loss: 0.0311665 | Time: 1925.96 ms
[2022-04-10 15:19:54 main:574] : INFO : Epoch 2021 | loss: 0.0311343 | val_loss: 0.0311647 | Time: 1921.15 ms
[2022-04-10 15:19:56 main:574] : INFO : Epoch 2022 | loss: 0.0311347 | val_loss: 0.0311651 | Time: 1938.33 ms
[2022-04-10 15:19:58 main:574] : INFO : Epoch 2023 | loss: 0.0311334 | val_loss: 0.0311663 | Time: 1945.89 ms
[2022-04-10 15:20:00 main:574] : INFO : Epoch 2024 | loss: 0.0311339 | val_loss: 0.0311655 | Time: 1972.83 ms
[2022-04-10 15:20:02 main:574] : INFO : Epoch 2025 | loss: 0.0311344 | val_loss: 0.0311628 | Time: 1922.41 ms
[2022-04-10 15:20:04 main:574] : INFO : Epoch 2026 | loss: 0.031137 | val_loss: 0.0311673 | Time: 1931.98 ms
[2022-04-10 15:20:06 main:574] : INFO : Epoch 2027 | loss: 0.0311388 | val_loss: 0.0311641 | Time: 1966.47 ms
[2022-04-10 15:20:08 main:574] : INFO : Epoch 2028 | loss: 0.0311398 | val_loss: 0.0311689 | Time: 1945.36 ms
[2022-04-10 15:20:10 main:574] : INFO : Epoch 2029 | loss: 0.0311401 | val_loss: 0.0311657 | Time: 1948.31 ms
[2022-04-10 15:20:12 main:574] : INFO : Epoch 2030 | loss: 0.0311383 | val_loss: 0.0311702 | Time: 1943.4 ms
[2022-04-10 15:20:14 main:574] : INFO : Epoch 2031 | loss: 0.0311395 | val_loss: 0.0311643 | Time: 1954.07 ms
[2022-04-10 15:20:16 main:574] : INFO : Epoch 2032 | loss: 0.0311428 | val_loss: 0.0311655 | Time: 1954.24 ms
[2022-04-10 15:20:18 main:574] : INFO : Epoch 2033 | loss: 0.0311406 | val_loss: 0.0311672 | Time: 1948.57 ms
[2022-04-10 15:20:20 main:574] : INFO : Epoch 2034 | loss: 0.0311391 | val_loss: 0.0311707 | Time: 1972.09 ms
[2022-04-10 15:20:22 main:574] : INFO : Epoch 2035 | loss: 0.0311448 | val_loss: 0.0311725 | Time: 1949.65 ms
[2022-04-10 15:20:24 main:574] : INFO : Epoch 2036 | loss: 0.0311414 | val_loss: 0.0311664 | Time: 1922.81 ms
[2022-04-10 15:20:26 main:574] : INFO : Epoch 2037 | loss: 0.0311444 | val_loss: 0.0311613 | Time: 1925.85 ms
[2022-04-10 15:20:28 main:574] : INFO : Epoch 2038 | loss: 0.0311384 | val_loss: 0.0311663 | Time: 1993.07 ms
[2022-04-10 15:20:30 main:574] : INFO : Epoch 2039 | loss: 0.0311385 | val_loss: 0.0311625 | Time: 1948.09 ms
[2022-04-10 15:20:31 main:574] : INFO : Epoch 2040 | loss: 0.0311382 | val_loss: 0.0311666 | Time: 1917.46 ms
[2022-04-10 15:20:33 main:574] : INFO : Epoch 2041 | loss: 0.031138 | val_loss: 0.0311623 | Time: 1936.31 ms
[2022-04-10 15:20:35 main:574] : INFO : Epoch 2042 | loss: 0.0311361 | val_loss: 0.031164 | Time: 2020.18 ms
[2022-04-10 15:20:37 main:574] : INFO : Epoch 2043 | loss: 0.0311369 | val_loss: 0.0311658 | Time: 2004.48 ms
[2022-04-10 15:20:39 main:574] : INFO : Epoch 2044 | loss: 0.0311408 | val_loss: 0.0311637 | Time: 1930.97 ms
[2022-04-10 15:20:41 main:574] : INFO : Epoch 2045 | loss: 0.0311369 | val_loss: 0.0311655 | Time: 1949.77 ms
[2022-04-10 15:20:43 main:574] : INFO : Epoch 2046 | loss: 0.0311381 | val_loss: 0.0311641 | Time: 1947.83 ms
[2022-04-10 15:20:45 main:574] : INFO : Epoch 2047 | loss: 0.0311398 | val_loss: 0.0311647 | Time: 1945.96 ms
[2022-04-10 15:20:47 main:574] : INFO : Epoch 2048 | loss: 0.0311389 | val_loss: 0.0311678 | Time: 2009.38 ms
[2022-04-10 15:20:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311678
[2022-04-10 15:20:47 main:603] : INFO : Saving end state to config to file
[2022-04-10 15:20:47 main:608] : INFO : Success, exiting..
15:20:47 (37036): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)