Task 14595616
| Name | ParityModified-1647040598-21897-3-0_0 |
| Workunit | 11617621 |
| Created | 10 Apr 2022, 14:06:50 UTC |
| Sent | 11 Apr 2022, 3:06:25 UTC |
| Report deadline | 19 Apr 2022, 3:06:25 UTC |
| Received | 11 Apr 2022, 20:30:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 7 min 56 sec |
| CPU time | 1 hours 7 min 31 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 | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0311675 | val_loss: 0.0311684 | Time: 1995.2 ms [2022-04-11 15:12:32 main:574] : INFO : Epoch 1543 | loss: 0.0311644 | val_loss: 0.0311669 | Time: 1994.35 ms [2022-04-11 15:12:34 main:574] : INFO : Epoch 1544 | loss: 0.0311613 | val_loss: 0.0311655 | Time: 1954.45 ms [2022-04-11 15:12:36 main:574] : INFO : Epoch 1545 | loss: 0.0311594 | val_loss: 0.0311659 | Time: 1978.6 ms [2022-04-11 15:12:38 main:574] : INFO : Epoch 1546 | loss: 0.0311585 | val_loss: 0.0311665 | Time: 1994.51 ms [2022-04-11 15:12:40 main:574] : INFO : Epoch 1547 | loss: 0.0311581 | val_loss: 0.0311648 | Time: 1964.05 ms [2022-04-11 15:12:42 main:574] : INFO : Epoch 1548 | loss: 0.0311578 | val_loss: 0.0311633 | Time: 1978.35 ms [2022-04-11 15:12:44 main:574] : INFO : Epoch 1549 | loss: 0.0311565 | val_loss: 0.0311618 | Time: 1957.34 ms [2022-04-11 15:12:46 main:574] : INFO : Epoch 1550 | loss: 0.0311545 | val_loss: 0.0311616 | Time: 1987.19 ms [2022-04-11 15:12:48 main:574] : INFO : Epoch 1551 | loss: 0.0311528 | val_loss: 0.0311615 | Time: 1954.24 ms [2022-04-11 15:12:50 main:574] : INFO : Epoch 1552 | loss: 0.0311513 | val_loss: 0.0311622 | Time: 2009.89 ms [2022-04-11 15:12:52 main:574] : INFO : Epoch 1553 | loss: 0.0311509 | val_loss: 0.0311634 | Time: 1945.44 ms [2022-04-11 15:12:54 main:574] : INFO : Epoch 1554 | loss: 0.0311529 | val_loss: 0.0311614 | Time: 1976.64 ms [2022-04-11 15:12:56 main:574] : INFO : Epoch 1555 | loss: 0.0311504 | val_loss: 0.0311616 | Time: 1950.92 ms [2022-04-11 15:12:58 main:574] : INFO : Epoch 1556 | loss: 0.0311499 | val_loss: 0.0311607 | Time: 1954.71 ms [2022-04-11 15:13:00 main:574] : INFO : Epoch 1557 | loss: 0.0311488 | val_loss: 0.0311608 | Time: 1961.04 ms [2022-04-11 15:13:02 main:574] : INFO : Epoch 1558 | loss: 0.0311479 | val_loss: 0.0311587 | Time: 1977.79 ms [2022-04-11 15:13:04 main:574] : INFO : Epoch 1559 | loss: 0.0311481 | val_loss: 0.0311568 | Time: 1978.84 ms [2022-04-11 15:13:06 main:574] : INFO : Epoch 1560 | loss: 0.0311468 | val_loss: 0.0311591 | Time: 1968.61 ms [2022-04-11 15:13:08 main:574] : INFO : Epoch 1561 | loss: 0.0311462 | val_loss: 0.0311568 | Time: 1966.34 ms [2022-04-11 15:13:10 main:574] : INFO : Epoch 1562 | loss: 0.0311465 | val_loss: 0.0311567 | Time: 1983.77 ms [2022-04-11 15:13:12 main:574] : INFO : Epoch 1563 | loss: 0.0311468 | val_loss: 0.0311594 | Time: 1960.7 ms [2022-04-11 15:13:14 main:574] : INFO : Epoch 1564 | loss: 0.0311493 | val_loss: 0.0311626 | Time: 1970.28 ms [2022-04-11 15:13:16 main:574] : INFO : Epoch 1565 | loss: 0.0311521 | val_loss: 0.0311625 | Time: 1953.12 ms [2022-04-11 15:13:18 main:574] : INFO : Epoch 1566 | loss: 0.0311515 | val_loss: 0.0311602 | Time: 1956.54 ms [2022-04-11 15:13:20 main:574] : INFO : Epoch 1567 | loss: 0.0311503 | val_loss: 0.0311555 | Time: 1977.18 ms [2022-04-11 15:13:22 main:574] : INFO : Epoch 1568 | loss: 0.0311493 | val_loss: 0.0311593 | Time: 1981.2 ms [2022-04-11 15:13:24 main:574] : INFO : Epoch 1569 | loss: 0.0311493 | val_loss: 0.0311596 | Time: 1972.09 ms [2022-04-11 15:13:26 main:574] : INFO : Epoch 1570 | loss: 0.0311488 | val_loss: 0.0311578 | Time: 1975.29 ms [2022-04-11 15:13:28 main:574] : INFO : Epoch 1571 | loss: 0.0311484 | val_loss: 0.0311569 | Time: 1965.87 ms [2022-04-11 15:13:30 main:574] : INFO : Epoch 1572 | loss: 0.0311482 | val_loss: 0.0311572 | Time: 1986.03 ms [2022-04-11 15:13:32 main:574] : INFO : Epoch 1573 | loss: 0.0311497 | val_loss: 0.0311546 | Time: 1955.92 ms [2022-04-11 15:13:34 main:574] : INFO : Epoch 1574 | loss: 0.0311481 | val_loss: 0.0311549 | Time: 1938.74 ms [2022-04-11 15:13:35 main:574] : INFO : Epoch 1575 | loss: 0.031147 | val_loss: 0.0311557 | Time: 1947.17 ms [2022-04-11 15:13:37 main:574] : INFO : Epoch 1576 | loss: 0.0311474 | val_loss: 0.0311568 | Time: 1983.94 ms [2022-04-11 15:13:39 main:574] : INFO : Epoch 1577 | loss: 0.0311471 | val_loss: 0.0311551 | Time: 1953.66 ms [2022-04-11 15:13:41 main:574] : INFO : Epoch 1578 | loss: 0.031145 | val_loss: 0.0311566 | Time: 1981.15 ms [2022-04-11 15:13:43 main:574] : INFO : Epoch 1579 | loss: 0.0311458 | val_loss: 0.0311549 | Time: 1975.07 ms [2022-04-11 15:13:45 main:574] : INFO : Epoch 1580 | loss: 0.031145 | val_loss: 0.0311546 | Time: 1975.92 ms [2022-04-11 15:13:47 main:574] : INFO : Epoch 1581 | loss: 0.0311443 | val_loss: 0.0311546 | Time: 1965 ms [2022-04-11 15:13:49 main:574] : INFO : Epoch 1582 | loss: 0.0311441 | val_loss: 0.0311545 | Time: 1971.57 ms [2022-04-11 15:13:51 main:574] : INFO : Epoch 1583 | loss: 0.0311442 | val_loss: 0.031155 | Time: 1964.99 ms [2022-04-11 15:13:53 main:574] : INFO : Epoch 1584 | loss: 0.0311439 | val_loss: 0.0311549 | Time: 1944.68 ms [2022-04-11 15:13:55 main:574] : INFO : Epoch 1585 | loss: 0.0311442 | val_loss: 0.0311555 | Time: 1960.66 ms [2022-04-11 15:13:57 main:574] : INFO : Epoch 1586 | loss: 0.0311446 | val_loss: 0.031154 | Time: 1955.63 ms [2022-04-11 15:13:59 main:574] : INFO : Epoch 1587 | loss: 0.0311442 | val_loss: 0.031155 | Time: 1974.11 ms [2022-04-11 15:14:01 main:574] : INFO : Epoch 1588 | loss: 0.0311435 | val_loss: 0.0311533 | Time: 1969.37 ms [2022-04-11 15:14:03 main:574] : INFO : Epoch 1589 | loss: 0.0311435 | val_loss: 0.0311516 | Time: 1987.41 ms [2022-04-11 15:14:05 main:574] : INFO : Epoch 1590 | loss: 0.0311437 | val_loss: 0.0311527 | Time: 1982.65 ms [2022-04-11 15:14:07 main:574] : INFO : Epoch 1591 | loss: 0.0311422 | val_loss: 0.0311517 | Time: 2005.58 ms [2022-04-11 15:14:09 main:574] : INFO : Epoch 1592 | loss: 0.0311421 | val_loss: 0.0311527 | Time: 1990.04 ms [2022-04-11 15:14:11 main:574] : INFO : Epoch 1593 | loss: 0.031143 | val_loss: 0.0311527 | Time: 1973.06 ms [2022-04-11 15:14:13 main:574] : INFO : Epoch 1594 | loss: 0.0311437 | val_loss: 0.0311516 | Time: 1964.52 ms [2022-04-11 15:14:15 main:574] : INFO : Epoch 1595 | loss: 0.0311422 | val_loss: 0.031152 | Time: 1996.45 ms [2022-04-11 15:14:17 main:574] : INFO : Epoch 1596 | loss: 0.0311417 | val_loss: 0.0311517 | Time: 1948.68 ms [2022-04-11 15:14:19 main:574] : INFO : Epoch 1597 | loss: 0.0311412 | val_loss: 0.0311522 | Time: 1965.11 ms [2022-04-11 15:14:21 main:574] : INFO : Epoch 1598 | loss: 0.0311422 | val_loss: 0.0311536 | Time: 1992.5 ms [2022-04-11 15:14:23 main:574] : INFO : Epoch 1599 | loss: 0.0311413 | val_loss: 0.0311556 | Time: 1952.11 ms [2022-04-11 15:14:25 main:574] : INFO : Epoch 1600 | loss: 0.0311418 | val_loss: 0.031153 | Time: 2007.41 ms [2022-04-11 15:14:27 main:574] : INFO : Epoch 1601 | loss: 0.0311429 | val_loss: 0.0311585 | Time: 1978.4 ms [2022-04-11 15:14:29 main:574] : INFO : Epoch 1602 | loss: 0.0311417 | val_loss: 0.0311538 | Time: 1950.62 ms [2022-04-11 15:14:31 main:574] : INFO : Epoch 1603 | loss: 0.0311415 | val_loss: 0.0311522 | Time: 1980.69 ms [2022-04-11 15:14:33 main:574] : INFO : Epoch 1604 | loss: 0.0311403 | val_loss: 0.0311532 | Time: 1977.31 ms [2022-04-11 15:14:35 main:574] : INFO : Epoch 1605 | loss: 0.0311401 | val_loss: 0.0311543 | Time: 1978.16 ms [2022-04-11 15:14:37 main:574] : INFO : Epoch 1606 | loss: 0.0311448 | val_loss: 0.0311563 | Time: 1998.65 ms [2022-04-11 15:14:39 main:574] : INFO : Epoch 1607 | loss: 0.0311448 | val_loss: 0.0311561 | Time: 1968.01 ms [2022-04-11 15:14:41 main:574] : INFO : Epoch 1608 | loss: 0.0311455 | val_loss: 0.0311552 | Time: 2011.91 ms [2022-04-11 15:14:43 main:574] : INFO : Epoch 1609 | loss: 0.0311446 | val_loss: 0.0311554 | Time: 1997.52 ms [2022-04-11 15:14:45 main:574] : INFO : Epoch 1610 | loss: 0.0311429 | val_loss: 0.0311518 | Time: 2005.07 ms [2022-04-11 15:14:47 main:574] : INFO : Epoch 1611 | loss: 0.0311419 | val_loss: 0.0311531 | Time: 1983.31 ms [2022-04-11 15:14:49 main:574] : INFO : Epoch 1612 | loss: 0.031142 | val_loss: 0.0311549 | Time: 1954.09 ms [2022-04-11 15:14:51 main:574] : INFO : Epoch 1613 | loss: 0.0311412 | val_loss: 0.0311526 | Time: 1980.25 ms [2022-04-11 15:14:53 main:574] : INFO : Epoch 1614 | loss: 0.0311412 | val_loss: 0.0311536 | Time: 1960.35 ms [2022-04-11 15:14:55 main:574] : INFO : Epoch 1615 | loss: 0.0311402 | val_loss: 0.0311509 | Time: 1986.67 ms [2022-04-11 15:14:57 main:574] : INFO : Epoch 1616 | loss: 0.0311404 | val_loss: 0.0311516 | Time: 1968.78 ms [2022-04-11 15:14:59 main:574] : INFO : Epoch 1617 | loss: 0.0311414 | val_loss: 0.0311526 | Time: 1951.46 ms [2022-04-11 15:15:01 main:574] : INFO : Epoch 1618 | loss: 0.0311448 | val_loss: 0.0311552 | Time: 1948.8 ms [2022-04-11 15:15:03 main:574] : INFO : Epoch 1619 | loss: 0.0311457 | val_loss: 0.0311545 | Time: 1975.24 ms [2022-04-11 15:15:05 main:574] : INFO : Epoch 1620 | loss: 0.0311444 | val_loss: 0.0311535 | Time: 2018.29 ms [2022-04-11 15:15:07 main:574] : INFO : Epoch 1621 | loss: 0.0311443 | val_loss: 0.0311526 | Time: 1973.62 ms [2022-04-11 15:15:09 main:574] : INFO : Epoch 1622 | loss: 0.0311454 | val_loss: 0.0311511 | Time: 1968.69 ms [2022-04-11 15:15:11 main:574] : INFO : Epoch 1623 | loss: 0.0311429 | val_loss: 0.0311532 | Time: 1979.95 ms [2022-04-11 15:15:12 main:574] : INFO : Epoch 1624 | loss: 0.0311428 | val_loss: 0.0311538 | Time: 1977.65 ms [2022-04-11 15:15:14 main:574] : INFO : Epoch 1625 | loss: 0.0311415 | val_loss: 0.0311553 | Time: 1965.17 ms [2022-04-11 15:15:16 main:574] : INFO : Epoch 1626 | loss: 0.0311448 | val_loss: 0.0311559 | Time: 1961.93 ms [2022-04-11 15:15:18 main:574] : INFO : Epoch 1627 | loss: 0.0311479 | val_loss: 0.0311589 | Time: 1981.44 ms [2022-04-11 15:15:20 main:574] : INFO : Epoch 1628 | loss: 0.0311497 | val_loss: 0.0311611 | Time: 1955.49 ms [2022-04-11 15:15:22 main:574] : INFO : Epoch 1629 | loss: 0.0311489 | val_loss: 0.0311583 | Time: 1968.64 ms [2022-04-11 15:15:24 main:574] : INFO : Epoch 1630 | loss: 0.0311471 | val_loss: 0.0311589 | Time: 1967.15 ms [2022-04-11 15:15:26 main:574] : INFO : Epoch 1631 | loss: 0.0311465 | val_loss: 0.031158 | Time: 2086.53 ms [2022-04-11 15:15:28 main:574] : INFO : Epoch 1632 | loss: 0.0311467 | val_loss: 0.0311565 | Time: 1965.48 ms [2022-04-11 15:15:30 main:574] : INFO : Epoch 1633 | loss: 0.0311458 | val_loss: 0.0311573 | Time: 1964.37 ms [2022-04-11 15:15:32 main:574] : INFO : Epoch 1634 | loss: 0.0311449 | val_loss: 0.0311561 | Time: 1979.54 ms [2022-04-11 15:15:34 main:574] : INFO : Epoch 1635 | loss: 0.0311445 | val_loss: 0.0311597 | Time: 2018.22 ms [2022-04-11 15:15:36 main:574] : INFO : Epoch 1636 | loss: 0.0311442 | val_loss: 0.0311578 | Time: 1963.6 ms [2022-04-11 15:15:38 main:574] : INFO : Epoch 1637 | loss: 0.0311437 | val_loss: 0.0311586 | Time: 1991.44 ms [2022-04-11 15:15:40 main:574] : INFO : Epoch 1638 | loss: 0.0311454 | val_loss: 0.031156 | Time: 1978.38 ms [2022-04-11 15:15:42 main:574] : INFO : Epoch 1639 | loss: 0.0311439 | val_loss: 0.0311563 | Time: 2027.92 ms [2022-04-11 15:15:44 main:574] : INFO : Epoch 1640 | loss: 0.031143 | val_loss: 0.0311579 | Time: 2001.09 ms [2022-04-11 15:15:46 main:574] : INFO : Epoch 1641 | loss: 0.0311431 | val_loss: 0.0311551 | Time: 1984.87 ms [2022-04-11 15:15:48 main:574] : INFO : Epoch 1642 | loss: 0.0311429 | val_loss: 0.0311544 | Time: 1975.07 ms [2022-04-11 15:15:50 main:574] : INFO : Epoch 1643 | loss: 0.0311421 | val_loss: 0.0311595 | Time: 1965.65 ms [2022-04-11 15:15:52 main:574] : INFO : Epoch 1644 | loss: 0.0311426 | val_loss: 0.0311567 | Time: 1970.07 ms [2022-04-11 15:15:54 main:574] : INFO : Epoch 1645 | loss: 0.0311412 | val_loss: 0.0311555 | Time: 1963.36 ms [2022-04-11 15:15:56 main:574] : INFO : Epoch 1646 | loss: 0.0311418 | val_loss: 0.0311544 | Time: 1970.17 ms [2022-04-11 15:15:58 main:574] : INFO : Epoch 1647 | loss: 0.0311405 | val_loss: 0.031154 | Time: 1997.27 ms [2022-04-11 15:16:00 main:574] : INFO : Epoch 1648 | loss: 0.0311408 | val_loss: 0.0311524 | Time: 2025.79 ms [2022-04-11 15:16:02 main:574] : INFO : Epoch 1649 | loss: 0.0311406 | val_loss: 0.0311534 | Time: 1978.54 ms [2022-04-11 15:16:04 main:574] : INFO : Epoch 1650 | loss: 0.031141 | val_loss: 0.0311539 | Time: 2015.47 ms [2022-04-11 15:16:06 main:574] : INFO : Epoch 1651 | loss: 0.0311413 | val_loss: 0.0311544 | Time: 1957.84 ms [2022-04-11 15:16:08 main:574] : INFO : Epoch 1652 | loss: 0.0311419 | val_loss: 0.031154 | Time: 1974.25 ms [2022-04-11 15:16:10 main:574] : INFO : Epoch 1653 | loss: 0.0311413 | val_loss: 0.0311541 | Time: 2001.92 ms [2022-04-11 15:16:12 main:574] : INFO : Epoch 1654 | loss: 0.0311406 | val_loss: 0.0311547 | Time: 1975.99 ms [2022-04-11 15:16:14 main:574] : INFO : Epoch 1655 | loss: 0.0311402 | val_loss: 0.0311555 | Time: 1950.14 ms [2022-04-11 15:16:16 main:574] : INFO : Epoch 1656 | loss: 0.0311436 | val_loss: 0.0311545 | Time: 1947.11 ms [2022-04-11 15:16:18 main:574] : INFO : Epoch 1657 | loss: 0.031143 | val_loss: 0.0311549 | Time: 1974.33 ms [2022-04-11 15:16:20 main:574] : INFO : Epoch 1658 | loss: 0.0311428 | val_loss: 0.0311537 | Time: 1945.29 ms [2022-04-11 15:16:22 main:574] : INFO : Epoch 1659 | loss: 0.031142 | val_loss: 0.0311534 | Time: 1921.53 ms [2022-04-11 15:16:24 main:574] : INFO : Epoch 1660 | loss: 0.0311414 | val_loss: 0.0311528 | Time: 1957.77 ms [2022-04-11 15:16:26 main:574] : INFO : Epoch 1661 | loss: 0.0311413 | val_loss: 0.0311547 | Time: 1951.27 ms [2022-04-11 15:16:28 main:574] : INFO : Epoch 1662 | loss: 0.0311422 | val_loss: 0.031159 | Time: 1951.76 ms [2022-04-11 15:16:30 main:574] : INFO : Epoch 1663 | loss: 0.0311423 | val_loss: 0.031155 | Time: 1958.69 ms [2022-04-11 15:16:32 main:574] : INFO : Epoch 1664 | loss: 0.031142 | val_loss: 0.0311581 | Time: 1990.94 ms [2022-04-11 15:16:34 main:574] : INFO : Epoch 1665 | loss: 0.0311421 | val_loss: 0.0311589 | Time: 1970.93 ms [2022-04-11 15:16:36 main:574] : INFO : Epoch 1666 | loss: 0.0311415 | val_loss: 0.0311587 | Time: 1953.76 ms [2022-04-11 15:16:38 main:574] : INFO : Epoch 1667 | loss: 0.0311413 | val_loss: 0.0311569 | Time: 1967.04 ms [2022-04-11 15:16:40 main:574] : INFO : Epoch 1668 | loss: 0.0311404 | val_loss: 0.0311596 | Time: 1973.21 ms [2022-04-11 15:16:42 main:574] : INFO : Epoch 1669 | loss: 0.0311398 | val_loss: 0.0311545 | Time: 1989.86 ms [2022-04-11 15:16:44 main:574] : INFO : Epoch 1670 | loss: 0.0311401 | val_loss: 0.0311547 | Time: 1973.93 ms [2022-04-11 15:16:46 main:574] : INFO : Epoch 1671 | loss: 0.0311403 | val_loss: 0.0311542 | Time: 1984.99 ms [2022-04-11 15:16:48 main:574] : INFO : Epoch 1672 | loss: 0.0311396 | val_loss: 0.0311541 | Time: 1976.11 ms [2022-04-11 15:16:50 main:574] : INFO : Epoch 1673 | loss: 0.0311393 | val_loss: 0.0311569 | Time: 1974.24 ms [2022-04-11 15:16:52 main:574] : INFO : Epoch 1674 | loss: 0.0311401 | val_loss: 0.0311569 | Time: 1991.03 ms [2022-04-11 15:16:54 main:574] : INFO : Epoch 1675 | loss: 0.0311393 | val_loss: 0.0311552 | Time: 1970.49 ms [2022-04-11 15:16:56 main:574] : INFO : Epoch 1676 | loss: 0.0311396 | val_loss: 0.0311535 | Time: 1992.34 ms [2022-04-11 15:16:57 main:574] : INFO : Epoch 1677 | loss: 0.0311389 | val_loss: 0.031155 | Time: 1973.08 ms [2022-04-11 15:16:59 main:574] : INFO : Epoch 1678 | loss: 0.0311384 | val_loss: 0.0311557 | Time: 1975.84 ms [2022-04-11 15:17:01 main:574] : INFO : Epoch 1679 | loss: 0.0311393 | val_loss: 0.0311575 | Time: 1991.41 ms [2022-04-11 15:17:03 main:574] : INFO : Epoch 1680 | loss: 0.0311404 | val_loss: 0.0311589 | Time: 1969.66 ms [2022-04-11 15:17:05 main:574] : INFO : Epoch 1681 | loss: 0.0311387 | val_loss: 0.0311571 | Time: 1979.92 ms [2022-04-11 15:17:07 main:574] : INFO : Epoch 1682 | loss: 0.0311383 | val_loss: 0.0311568 | Time: 1969.74 ms [2022-04-11 15:17:09 main:574] : INFO : Epoch 1683 | loss: 0.0311384 | val_loss: 0.0311577 | Time: 1979.36 ms [2022-04-11 15:17:11 main:574] : INFO : Epoch 1684 | loss: 0.0311396 | val_loss: 0.0311564 | Time: 1982.65 ms [2022-04-11 15:17:13 main:574] : INFO : Epoch 1685 | loss: 0.0311383 | val_loss: 0.0311578 | Time: 1967.69 ms [2022-04-11 15:17:15 main:574] : INFO : Epoch 1686 | loss: 0.0311377 | val_loss: 0.0311561 | Time: 1981.88 ms [2022-04-11 15:17:17 main:574] : INFO : Epoch 1687 | loss: 0.0311417 | val_loss: 0.0311564 | Time: 2003.75 ms [2022-04-11 15:17:19 main:574] : INFO : Epoch 1688 | loss: 0.0311418 | val_loss: 0.0311546 | Time: 1967.32 ms [2022-04-11 15:17:21 main:574] : INFO : Epoch 1689 | loss: 0.0311438 | val_loss: 0.0311584 | Time: 2001.88 ms [2022-04-11 15:17:23 main:574] : INFO : Epoch 1690 | loss: 0.0311421 | val_loss: 0.0311564 | Time: 1979.33 ms [2022-04-11 15:17:25 main:574] : INFO : Epoch 1691 | loss: 0.0311403 | val_loss: 0.0311585 | Time: 1992.4 ms [2022-04-11 15:17:27 main:574] : INFO : Epoch 1692 | loss: 0.0311405 | val_loss: 0.0311564 | Time: 1997.47 ms [2022-04-11 15:17:29 main:574] : INFO : Epoch 1693 | loss: 0.0311395 | val_loss: 0.0311538 | Time: 1956.23 ms [2022-04-11 15:17:31 main:574] : INFO : Epoch 1694 | loss: 0.03114 | val_loss: 0.0311557 | Time: 1977.09 ms [2022-04-11 15:17:33 main:574] : INFO : Epoch 1695 | loss: 0.0311443 | val_loss: 0.031167 | Time: 1963.95 ms [2022-04-11 15:17:35 main:574] : INFO : Epoch 1696 | loss: 0.0311438 | val_loss: 0.0311597 | Time: 1971.5 ms [2022-04-11 15:17:37 main:574] : INFO : Epoch 1697 | loss: 0.031141 | val_loss: 0.0311592 | Time: 1979.55 ms [2022-04-11 15:17:39 main:574] : INFO : Epoch 1698 | loss: 0.0311416 | val_loss: 0.0311574 | Time: 1975.56 ms [2022-04-11 15:17:41 main:574] : INFO : Epoch 1699 | loss: 0.0311393 | val_loss: 0.0311531 | Time: 2005.9 ms [2022-04-11 15:17:43 main:574] : INFO : Epoch 1700 | loss: 0.0311394 | val_loss: 0.031153 | Time: 1963.65 ms [2022-04-11 15:17:45 main:574] : INFO : Epoch 1701 | loss: 0.0311391 | val_loss: 0.0311536 | Time: 1964.82 ms [2022-04-11 15:17:47 main:574] : INFO : Epoch 1702 | loss: 0.0311387 | val_loss: 0.0311526 | Time: 1957.52 ms [2022-04-11 15:17:49 main:574] : INFO : Epoch 1703 | loss: 0.0311387 | val_loss: 0.0311572 | Time: 1960.4 ms [2022-04-11 15:17:51 main:574] : INFO : Epoch 1704 | loss: 0.0311391 | val_loss: 0.0311575 | Time: 1935.22 ms [2022-04-11 15:17:53 main:574] : INFO : Epoch 1705 | loss: 0.0311419 | val_loss: 0.03116 | Time: 1988.25 ms [2022-04-11 15:17:55 main:574] : INFO : Epoch 1706 | loss: 0.0311425 | val_loss: 0.0311637 | Time: 1988.87 ms [2022-04-11 15:17:57 main:574] : INFO : Epoch 1707 | loss: 0.0311419 | val_loss: 0.0311536 | Time: 1948.88 ms [2022-04-11 15:17:59 main:574] : INFO : Epoch 1708 | loss: 0.0311384 | val_loss: 0.0311532 | Time: 1999.44 ms [2022-04-11 15:18:01 main:574] : INFO : Epoch 1709 | loss: 0.0311373 | val_loss: 0.0311546 | Time: 1976.1 ms [2022-04-11 15:18:03 main:574] : INFO : Epoch 1710 | loss: 0.0311381 | val_loss: 0.0311541 | Time: 1978.34 ms [2022-04-11 15:18:05 main:574] : INFO : Epoch 1711 | loss: 0.0311368 | val_loss: 0.0311599 | Time: 1967.79 ms [2022-04-11 15:18:07 main:574] : INFO : Epoch 1712 | loss: 0.031137 | val_loss: 0.0311587 | Time: 1978.82 ms [2022-04-11 15:18:09 main:574] : INFO : Epoch 1713 | loss: 0.031137 | val_loss: 0.0311587 | Time: 1982.39 ms [2022-04-11 15:18:11 main:574] : INFO : Epoch 1714 | loss: 0.031137 | val_loss: 0.031159 | Time: 1978.1 ms [2022-04-11 15:18:13 main:574] : INFO : Epoch 1715 | loss: 0.0311384 | val_loss: 0.0311566 | Time: 1977.01 ms [2022-04-11 15:18:15 main:574] : INFO : Epoch 1716 | loss: 0.0311399 | val_loss: 0.0311583 | Time: 1997.92 ms [2022-04-11 15:18:17 main:574] : INFO : Epoch 1717 | loss: 0.0311388 | val_loss: 0.0311607 | Time: 1952.37 ms [2022-04-11 15:18:19 main:574] : INFO : Epoch 1718 | loss: 0.0311387 | val_loss: 0.0311585 | Time: 1956.46 ms [2022-04-11 15:18:21 main:574] : INFO : Epoch 1719 | loss: 0.0311386 | val_loss: 0.0311597 | Time: 1965.29 ms [2022-04-11 15:18:23 main:574] : INFO : Epoch 1720 | loss: 0.0311364 | val_loss: 0.0311592 | Time: 1962.38 ms [2022-04-11 15:18:25 main:574] : INFO : Epoch 1721 | loss: 0.0311359 | val_loss: 0.0311567 | Time: 1976.07 ms [2022-04-11 15:18:27 main:574] : INFO : Epoch 1722 | loss: 0.0311357 | val_loss: 0.031158 | Time: 1980.5 ms [2022-04-11 15:18:29 main:574] : INFO : Epoch 1723 | loss: 0.0311385 | val_loss: 0.0311604 | Time: 1971.71 ms [2022-04-11 15:18:31 main:574] : INFO : Epoch 1724 | loss: 0.0311381 | val_loss: 0.0311556 | Time: 1944.91 ms [2022-04-11 15:18:32 main:574] : INFO : Epoch 1725 | loss: 0.0311391 | val_loss: 0.0311603 | Time: 1954.27 ms [2022-04-11 15:18:34 main:574] : INFO : Epoch 1726 | loss: 0.0311399 | val_loss: 0.0311576 | Time: 1969.64 ms [2022-04-11 15:18:36 main:574] : INFO : Epoch 1727 | loss: 0.0311397 | val_loss: 0.0311583 | Time: 1962.86 ms [2022-04-11 15:18:38 main:574] : INFO : Epoch 1728 | loss: 0.0311391 | val_loss: 0.0311592 | Time: 1966.42 ms [2022-04-11 15:18:40 main:574] : INFO : Epoch 1729 | loss: 0.0311379 | val_loss: 0.0311584 | Time: 1992.2 ms [2022-04-11 15:18:42 main:574] : INFO : Epoch 1730 | loss: 0.0311365 | val_loss: 0.0311611 | Time: 1983.68 ms [2022-04-11 15:18:44 main:574] : INFO : Epoch 1731 | loss: 0.0311387 | val_loss: 0.0311582 | Time: 1978.22 ms [2022-04-11 15:18:46 main:574] : INFO : Epoch 1732 | loss: 0.0311358 | val_loss: 0.0311591 | Time: 1983.94 ms [2022-04-11 15:18:48 main:574] : INFO : Epoch 1733 | loss: 0.0311369 | val_loss: 0.0311596 | Time: 1959.83 ms [2022-04-11 15:18:50 main:574] : INFO : Epoch 1734 | loss: 0.0311375 | val_loss: 0.0311582 | Time: 1970.61 ms [2022-04-11 15:18:52 main:574] : INFO : Epoch 1735 | loss: 0.0311408 | val_loss: 0.0311528 | Time: 1968.65 ms [2022-04-11 15:18:54 main:574] : INFO : Epoch 1736 | loss: 0.0311406 | val_loss: 0.0311578 | Time: 1976.91 ms [2022-04-11 15:18:56 main:574] : INFO : Epoch 1737 | loss: 0.0311405 | val_loss: 0.031157 | Time: 1991.38 ms [2022-04-11 15:18:58 main:574] : INFO : Epoch 1738 | loss: 0.0311395 | val_loss: 0.0311579 | Time: 1962.22 ms [2022-04-11 15:19:00 main:574] : INFO : Epoch 1739 | loss: 0.0311392 | val_loss: 0.0311556 | Time: 2008.72 ms [2022-04-11 15:19:02 main:574] : INFO : Epoch 1740 | loss: 0.0311386 | val_loss: 0.0311568 | Time: 1973.1 ms [2022-04-11 15:19:04 main:574] : INFO : Epoch 1741 | loss: 0.0311373 | val_loss: 0.0311565 | Time: 1956.66 ms [2022-04-11 15:19:06 main:574] : INFO : Epoch 1742 | loss: 0.0311378 | val_loss: 0.0311508 | Time: 1968.01 ms [2022-04-11 15:19:08 main:574] : INFO : Epoch 1743 | loss: 0.0311363 | val_loss: 0.0311513 | Time: 2001.72 ms [2022-04-11 15:19:10 main:574] : INFO : Epoch 1744 | loss: 0.0311356 | val_loss: 0.0311521 | Time: 1983.66 ms [2022-04-11 15:19:12 main:574] : INFO : Epoch 1745 | loss: 0.0311375 | val_loss: 0.0311521 | Time: 2000.12 ms [2022-04-11 15:19:14 main:574] : INFO : Epoch 1746 | loss: 0.0311354 | val_loss: 0.0311531 | Time: 2002.35 ms [2022-04-11 15:19:16 main:574] : INFO : Epoch 1747 | loss: 0.0311378 | val_loss: 0.0311516 | Time: 1948.99 ms [2022-04-11 15:19:18 main:574] : INFO : Epoch 1748 | loss: 0.0311403 | val_loss: 0.0311549 | Time: 1979.51 ms [2022-04-11 15:19:20 main:574] : INFO : Epoch 1749 | loss: 0.0311367 | val_loss: 0.031154 | Time: 1972.26 ms [2022-04-11 15:19:22 main:574] : INFO : Epoch 1750 | loss: 0.0311354 | val_loss: 0.0311521 | Time: 2031.78 ms [2022-04-11 15:19:24 main:574] : INFO : Epoch 1751 | loss: 0.0311338 | val_loss: 0.0311566 | Time: 1989.38 ms [2022-04-11 15:19:26 main:574] : INFO : Epoch 1752 | loss: 0.0311354 | val_loss: 0.0311563 | Time: 2004.26 ms [2022-04-11 15:19:28 main:574] : INFO : Epoch 1753 | loss: 0.0311343 | val_loss: 0.0311543 | Time: 2003.04 ms [2022-04-11 15:19:30 main:574] : INFO : Epoch 1754 | loss: 0.0311355 | val_loss: 0.0311541 | Time: 1992.58 ms [2022-04-11 15:19:32 main:574] : INFO : Epoch 1755 | loss: 0.0311377 | val_loss: 0.0311526 | Time: 1970.37 ms [2022-04-11 15:19:34 main:574] : INFO : Epoch 1756 | loss: 0.0311368 | val_loss: 0.0311548 | Time: 1994.69 ms [2022-04-11 15:19:36 main:574] : INFO : Epoch 1757 | loss: 0.0311371 | val_loss: 0.0311525 | Time: 1992.34 ms [2022-04-11 15:19:38 main:574] : INFO : Epoch 1758 | loss: 0.0311392 | val_loss: 0.0311569 | Time: 1992.25 ms [2022-04-11 15:19:40 main:574] : INFO : Epoch 1759 | loss: 0.0311382 | val_loss: 0.0311575 | Time: 1930.88 ms [2022-04-11 15:19:42 main:574] : INFO : Epoch 1760 | loss: 0.0311397 | val_loss: 0.0311565 | Time: 1981.7 ms [2022-04-11 15:19:44 main:574] : INFO : Epoch 1761 | loss: 0.0311379 | val_loss: 0.0311582 | Time: 1994.43 ms [2022-04-11 15:19:46 main:574] : INFO : Epoch 1762 | loss: 0.0311391 | val_loss: 0.0311565 | Time: 1968.85 ms [2022-04-11 15:19:48 main:574] : INFO : Epoch 1763 | loss: 0.0311358 | val_loss: 0.0311532 | Time: 1956.69 ms [2022-04-11 15:19:50 main:574] : INFO : Epoch 1764 | loss: 0.0311377 | val_loss: 0.0311562 | Time: 1968.78 ms [2022-04-11 15:19:52 main:574] : INFO : Epoch 1765 | loss: 0.0311347 | val_loss: 0.0311554 | Time: 1956.16 ms [2022-04-11 15:19:54 main:574] : INFO : Epoch 1766 | loss: 0.0311339 | val_loss: 0.0311531 | Time: 1973.54 ms [2022-04-11 15:19:56 main:574] : INFO : Epoch 1767 | loss: 0.0311355 | val_loss: 0.0311539 | Time: 1984.45 ms [2022-04-11 15:19:58 main:574] : INFO : Epoch 1768 | loss: 0.0311364 | val_loss: 0.0311518 | Time: 1957.79 ms [2022-04-11 15:20:00 main:574] : INFO : Epoch 1769 | loss: 0.0311354 | val_loss: 0.0311536 | Time: 1994.51 ms [2022-04-11 15:20:02 main:574] : INFO : Epoch 1770 | loss: 0.0311353 | val_loss: 0.0311554 | Time: 1995.54 ms [2022-04-11 15:20:04 main:574] : INFO : Epoch 1771 | loss: 0.0311359 | val_loss: 0.0311531 | Time: 1998.77 ms [2022-04-11 15:20:06 main:574] : INFO : Epoch 1772 | loss: 0.0311361 | val_loss: 0.0311569 | Time: 1979.1 ms [2022-04-11 15:20:08 main:574] : INFO : Epoch 1773 | loss: 0.0311377 | val_loss: 0.0311582 | Time: 1985.5 ms [2022-04-11 15:20:10 main:574] : INFO : Epoch 1774 | loss: 0.0311372 | val_loss: 0.0311629 | Time: 1983.38 ms [2022-04-11 15:20:12 main:574] : INFO : Epoch 1775 | loss: 0.0311355 | val_loss: 0.0311551 | Time: 1988.78 ms [2022-04-11 15:20:14 main:574] : INFO : Epoch 1776 | loss: 0.0311348 | val_loss: 0.0311596 | Time: 2004.67 ms [2022-04-11 15:20:16 main:574] : INFO : Epoch 1777 | loss: 0.0311381 | val_loss: 0.031163 | Time: 1975.06 ms [2022-04-11 15:20:18 main:574] : INFO : Epoch 1778 | loss: 0.0311359 | val_loss: 0.0311562 | Time: 1931.5 ms [2022-04-11 15:20:20 main:574] : INFO : Epoch 1779 | loss: 0.0311354 | val_loss: 0.031162 | Time: 1955.41 ms [2022-04-11 15:20:22 main:574] : INFO : Epoch 1780 | loss: 0.0311363 | val_loss: 0.0311612 | Time: 1939.03 ms [2022-04-11 15:20:24 main:574] : INFO : Epoch 1781 | loss: 0.0311344 | val_loss: 0.0311567 | Time: 1972.69 ms [2022-04-11 15:20:26 main:574] : INFO : Epoch 1782 | loss: 0.0311372 | val_loss: 0.031158 | Time: 2016.67 ms [2022-04-11 15:20:28 main:574] : INFO : Epoch 1783 | loss: 0.0311349 | val_loss: 0.0311594 | Time: 1975.78 ms [2022-04-11 15:20:30 main:574] : INFO : Epoch 1784 | loss: 0.0311361 | val_loss: 0.0311563 | Time: 1975.15 ms [2022-04-11 15:20:32 main:574] : INFO : Epoch 1785 | loss: 0.0311371 | val_loss: 0.0311577 | Time: 2006.96 ms [2022-04-11 15:20:33 main:574] : INFO : Epoch 1786 | loss: 0.0311391 | val_loss: 0.031161 | Time: 1968.04 ms [2022-04-11 15:20:35 main:574] : INFO : Epoch 1787 | loss: 0.0311359 | val_loss: 0.0311558 | Time: 2007.03 ms [2022-04-11 15:20:37 main:574] : INFO : Epoch 1788 | loss: 0.0311351 | val_loss: 0.0311565 | Time: 1974.44 ms [2022-04-11 15:20:39 main:574] : INFO : Epoch 1789 | loss: 0.0311363 | val_loss: 0.0311531 | Time: 1960.5 ms [2022-04-11 15:20:41 main:574] : INFO : Epoch 1790 | loss: 0.0311355 | val_loss: 0.0311529 | Time: 1960.47 ms [2022-04-11 15:20:43 main:574] : INFO : Epoch 1791 | loss: 0.0311345 | val_loss: 0.031152 | Time: 1979.95 ms [2022-04-11 15:20:45 main:574] : INFO : Epoch 1792 | loss: 0.0311353 | val_loss: 0.0311561 | Time: 1972.2 ms [2022-04-11 15:20:47 main:574] : INFO : Epoch 1793 | loss: 0.0311353 | val_loss: 0.0311579 | Time: 1981.92 ms [2022-04-11 15:20:49 main:574] : INFO : Epoch 1794 | loss: 0.031135 | val_loss: 0.0311585 | Time: 1950.79 ms [2022-04-11 15:20:51 main:574] : INFO : Epoch 1795 | loss: 0.0311378 | val_loss: 0.0311521 | Time: 1975.33 ms [2022-04-11 15:20:53 main:574] : INFO : Epoch 1796 | loss: 0.0311375 | val_loss: 0.0311551 | Time: 1974.49 ms [2022-04-11 15:20:55 main:574] : INFO : Epoch 1797 | loss: 0.0311377 | val_loss: 0.0311595 | Time: 1982.6 ms [2022-04-11 15:20:57 main:574] : INFO : Epoch 1798 | loss: 0.0311358 | val_loss: 0.0311598 | Time: 1970.6 ms [2022-04-11 15:20:59 main:574] : INFO : Epoch 1799 | loss: 0.0311365 | val_loss: 0.031157 | Time: 1979.4 ms [2022-04-11 15:21:01 main:574] : INFO : Epoch 1800 | loss: 0.0311346 | val_loss: 0.0311553 | Time: 1958.75 ms [2022-04-11 15:21:03 main:574] : INFO : Epoch 1801 | loss: 0.031135 | val_loss: 0.0311527 | Time: 1962.98 ms [2022-04-11 15:21:05 main:574] : INFO : Epoch 1802 | loss: 0.0311334 | val_loss: 0.0311566 | Time: 1994.94 ms [2022-04-11 15:21:07 main:574] : INFO : Epoch 1803 | loss: 0.031136 | val_loss: 0.0311596 | Time: 1971.7 ms [2022-04-11 15:21:09 main:574] : INFO : Epoch 1804 | loss: 0.0311384 | val_loss: 0.0311522 | Time: 1960.48 ms [2022-04-11 15:21:11 main:574] : INFO : Epoch 1805 | loss: 0.0311361 | val_loss: 0.031153 | Time: 1946.21 ms [2022-04-11 15:21:13 main:574] : INFO : Epoch 1806 | loss: 0.0311347 | val_loss: 0.0311549 | Time: 1951.8 ms [2022-04-11 15:21:15 main:574] : INFO : Epoch 1807 | loss: 0.0311334 | val_loss: 0.0311578 | Time: 1990.92 ms [2022-04-11 15:21:17 main:574] : INFO : Epoch 1808 | loss: 0.0311358 | val_loss: 0.0311608 | Time: 1960.72 ms [2022-04-11 15:21:19 main:574] : INFO : Epoch 1809 | loss: 0.0311372 | val_loss: 0.0311572 | Time: 1961.04 ms [2022-04-11 15:21:21 main:574] : INFO : Epoch 1810 | loss: 0.0311394 | val_loss: 0.0311558 | Time: 1947.17 ms [2022-04-11 15:21:23 main:574] : INFO : Epoch 1811 | loss: 0.0311403 | val_loss: 0.0311558 | Time: 1965.87 ms [2022-04-11 15:21:25 main:574] : INFO : Epoch 1812 | loss: 0.0311437 | val_loss: 0.0311558 | Time: 1963.94 ms [2022-04-11 15:21:27 main:574] : INFO : Epoch 1813 | loss: 0.0311441 | val_loss: 0.0311529 | Time: 1977.27 ms [2022-04-11 15:21:29 main:574] : INFO : Epoch 1814 | loss: 0.0311402 | val_loss: 0.0311568 | Time: 1955.59 ms [2022-04-11 15:21:31 main:574] : INFO : Epoch 1815 | loss: 0.0311399 | val_loss: 0.0311554 | Time: 1968.02 ms [2022-04-11 15:21:33 main:574] : INFO : Epoch 1816 | loss: 0.0311378 | val_loss: 0.0311555 | Time: 2002.4 ms [2022-04-11 15:21:35 main:574] : INFO : Epoch 1817 | loss: 0.0311389 | val_loss: 0.0311606 | Time: 1966.99 ms [2022-04-11 15:21:37 main:574] : INFO : Epoch 1818 | loss: 0.0311401 | val_loss: 0.0311587 | Time: 2013.23 ms [2022-04-11 15:21:39 main:574] : INFO : Epoch 1819 | loss: 0.0311412 | val_loss: 0.0311615 | Time: 1970.54 ms [2022-04-11 15:21:41 main:574] : INFO : Epoch 1820 | loss: 0.0311383 | val_loss: 0.0311568 | Time: 1986.5 ms [2022-04-11 15:21:43 main:574] : INFO : Epoch 1821 | loss: 0.0311364 | val_loss: 0.0311575 | Time: 1981.36 ms [2022-04-11 15:21:45 main:574] : INFO : Epoch 1822 | loss: 0.0311353 | val_loss: 0.0311564 | Time: 1976.6 ms [2022-04-11 15:21:47 main:574] : INFO : Epoch 1823 | loss: 0.0311371 | val_loss: 0.0311566 | Time: 1984.99 ms [2022-04-11 15:21:49 main:574] : INFO : Epoch 1824 | loss: 0.0311359 | val_loss: 0.0311561 | Time: 1995.79 ms [2022-04-11 15:21:51 main:574] : INFO : Epoch 1825 | loss: 0.0311357 | val_loss: 0.0311573 | Time: 1985.25 ms [2022-04-11 15:21:53 main:574] : INFO : Epoch 1826 | loss: 0.0311408 | val_loss: 0.0311572 | Time: 1945.24 ms [2022-04-11 15:21:55 main:574] : INFO : Epoch 1827 | loss: 0.0311433 | val_loss: 0.0311587 | Time: 1968.97 ms [2022-04-11 15:21:57 main:574] : INFO : Epoch 1828 | loss: 0.031143 | val_loss: 0.031157 | Time: 2216 ms [2022-04-11 15:21:59 main:574] : INFO : Epoch 1829 | loss: 0.0311397 | val_loss: 0.0311568 | Time: 2063.36 ms [2022-04-11 15:22:01 main:574] : INFO : Epoch 1830 | loss: 0.0311395 | val_loss: 0.031156 | Time: 1985.14 ms [2022-04-11 15:22:03 main:574] : INFO : Epoch 1831 | loss: 0.0311406 | val_loss: 0.0311595 | Time: 2379.13 ms [2022-04-11 15:22:05 main:574] : INFO : Epoch 1832 | loss: 0.031142 | val_loss: 0.0311571 | Time: 2287.28 ms [2022-04-11 15:22:08 main:574] : INFO : Epoch 1833 | loss: 0.0311418 | val_loss: 0.0311554 | Time: 2201.99 ms [2022-04-11 15:22:10 main:574] : INFO : Epoch 1834 | loss: 0.0311377 | val_loss: 0.0311561 | Time: 1976.89 ms [2022-04-11 15:22:12 main:574] : INFO : Epoch 1835 | loss: 0.031137 | val_loss: 0.0311566 | Time: 1973.8 ms [2022-04-11 15:22:14 main:574] : INFO : Epoch 1836 | loss: 0.0311375 | val_loss: 0.0311594 | Time: 1975.95 ms [2022-04-11 15:22:16 main:574] : INFO : Epoch 1837 | loss: 0.0311384 | val_loss: 0.0311588 | Time: 1967.38 ms [2022-04-11 15:22:18 main:574] : INFO : Epoch 1838 | loss: 0.031137 | val_loss: 0.0311606 | Time: 1972.53 ms [2022-04-11 15:22:20 main:574] : INFO : Epoch 1839 | loss: 0.0311367 | val_loss: 0.0311573 | Time: 1978.8 ms [2022-04-11 15:22:22 main:574] : INFO : Epoch 1840 | loss: 0.0311382 | val_loss: 0.03116 | Time: 1969.03 ms [2022-04-11 15:22:24 main:574] : INFO : Epoch 1841 | loss: 0.0311369 | val_loss: 0.031161 | Time: 1967.48 ms [2022-04-11 15:22:25 main:574] : INFO : Epoch 1842 | loss: 0.031137 | val_loss: 0.031159 | Time: 1950.43 ms [2022-04-11 15:22:27 main:574] : INFO : Epoch 1843 | loss: 0.0311355 | val_loss: 0.0311601 | Time: 1992.03 ms [2022-04-11 15:22:29 main:574] : INFO : Epoch 1844 | loss: 0.0311351 | val_loss: 0.031162 | Time: 1986.47 ms [2022-04-11 15:22:31 main:574] : INFO : Epoch 1845 | loss: 0.0311356 | val_loss: 0.0311608 | Time: 1976.29 ms [2022-04-11 15:22:33 main:574] : INFO : Epoch 1846 | loss: 0.0311361 | val_loss: 0.0311623 | Time: 2006.05 ms [2022-04-11 15:22:35 main:574] : INFO : Epoch 1847 | loss: 0.0311371 | val_loss: 0.0311664 | Time: 1957.58 ms [2022-04-11 15:22:37 main:574] : INFO : Epoch 1848 | loss: 0.0311382 | val_loss: 0.0311638 | Time: 1952.53 ms [2022-04-11 15:22:39 main:574] : INFO : Epoch 1849 | loss: 0.0311355 | val_loss: 0.0311608 | Time: 1962.47 ms [2022-04-11 15:22:41 main:574] : INFO : Epoch 1850 | loss: 0.0311365 | val_loss: 0.0311641 | Time: 1984.59 ms [2022-04-11 15:22:43 main:574] : INFO : Epoch 1851 | loss: 0.0311391 | val_loss: 0.0311682 | Time: 1975.73 ms [2022-04-11 15:22:45 main:574] : INFO : Epoch 1852 | loss: 0.0311405 | val_loss: 0.0311647 | Time: 1958.3 ms [2022-04-11 15:22:47 main:574] : INFO : Epoch 1853 | loss: 0.0311368 | val_loss: 0.0311605 | Time: 1979.52 ms [2022-04-11 15:22:49 main:574] : INFO : Epoch 1854 | loss: 0.0311399 | val_loss: 0.0311622 | Time: 1965.4 ms [2022-04-11 15:22:51 main:574] : INFO : Epoch 1855 | loss: 0.0311402 | val_loss: 0.0311601 | Time: 1941.35 ms [2022-04-11 15:22:53 main:574] : INFO : Epoch 1856 | loss: 0.0311376 | val_loss: 0.031158 | Time: 1980.46 ms [2022-04-11 15:22:55 main:574] : INFO : Epoch 1857 | loss: 0.0311375 | val_loss: 0.0311561 | Time: 1982.73 ms [2022-04-11 15:22:57 main:574] : INFO : Epoch 1858 | loss: 0.0311359 | val_loss: 0.0311589 | Time: 1952.96 ms [2022-04-11 15:22:59 main:574] : INFO : Epoch 1859 | loss: 0.0311388 | val_loss: 0.031157 | Time: 1952.88 ms [2022-04-11 15:23:01 main:574] : INFO : Epoch 1860 | loss: 0.0311364 | val_loss: 0.0311605 | Time: 2009.26 ms [2022-04-11 15:23:03 main:574] : INFO : Epoch 1861 | loss: 0.0311356 | val_loss: 0.0311587 | Time: 1972.15 ms [2022-04-11 15:23:05 main:574] : INFO : Epoch 1862 | loss: 0.0311359 | val_loss: 0.0311595 | Time: 1963.94 ms [2022-04-11 15:23:07 main:574] : INFO : Epoch 1863 | loss: 0.0311354 | val_loss: 0.0311586 | Time: 1950.64 ms [2022-04-11 15:23:09 main:574] : INFO : Epoch 1864 | loss: 0.0311374 | val_loss: 0.0311672 | Time: 1969.52 ms [2022-04-11 15:23:11 main:574] : INFO : Epoch 1865 | loss: 0.0311401 | val_loss: 0.0311702 | Time: 1961.72 ms [2022-04-11 15:23:13 main:574] : INFO : Epoch 1866 | loss: 0.0311402 | val_loss: 0.0311587 | Time: 1942.3 ms [2022-04-11 15:23:15 main:574] : INFO : Epoch 1867 | loss: 0.0311375 | val_loss: 0.0311579 | Time: 1993.8 ms [2022-04-11 15:23:17 main:574] : INFO : Epoch 1868 | loss: 0.0311345 | val_loss: 0.0311578 | Time: 1966.26 ms [2022-04-11 15:23:19 main:574] : INFO : Epoch 1869 | loss: 0.0311345 | val_loss: 0.0311583 | Time: 1990.13 ms [2022-04-11 15:23:21 main:574] : INFO : Epoch 1870 | loss: 0.0311345 | val_loss: 0.0311572 | Time: 1962.44 ms [2022-04-11 15:23:23 main:574] : INFO : Epoch 1871 | loss: 0.0311363 | val_loss: 0.0311604 | Time: 1949.73 ms [2022-04-11 15:23:25 main:574] : INFO : Epoch 1872 | loss: 0.0311354 | val_loss: 0.031164 | Time: 1988.52 ms [2022-04-11 15:23:27 main:574] : INFO : Epoch 1873 | loss: 0.0311332 | val_loss: 0.0311589 | Time: 1936.36 ms [2022-04-11 15:23:29 main:574] : INFO : Epoch 1874 | loss: 0.0311354 | val_loss: 0.0311555 | Time: 2143.81 ms [2022-04-11 15:23:31 main:574] : INFO : Epoch 1875 | loss: 0.0311344 | val_loss: 0.0311565 | Time: 2431.88 ms [2022-04-11 15:23:33 main:574] : INFO : Epoch 1876 | loss: 0.0311364 | val_loss: 0.031156 | Time: 2120.41 ms [2022-04-11 15:23:35 main:574] : INFO : Epoch 1877 | loss: 0.0311337 | val_loss: 0.0311631 | Time: 1987.95 ms [2022-04-11 15:23:37 main:574] : INFO : Epoch 1878 | loss: 0.0311335 | val_loss: 0.0311548 | Time: 1977.16 ms [2022-04-11 15:23:39 main:574] : INFO : Epoch 1879 | loss: 0.0311374 | val_loss: 0.0311566 | Time: 1977.9 ms [2022-04-11 15:23:41 main:574] : INFO : Epoch 1880 | loss: 0.0311364 | val_loss: 0.0311554 | Time: 1952.6 ms [2022-04-11 15:23:43 main:574] : INFO : Epoch 1881 | loss: 0.0311352 | val_loss: 0.0311532 | Time: 2011.7 ms [2022-04-11 15:23:45 main:574] : INFO : Epoch 1882 | loss: 0.0311392 | val_loss: 0.0311548 | Time: 1989.94 ms [2022-04-11 15:23:47 main:574] : INFO : Epoch 1883 | loss: 0.0311401 | val_loss: 0.0311575 | Time: 1965.01 ms [2022-04-11 15:23:49 main:574] : INFO : Epoch 1884 | loss: 0.031139 | val_loss: 0.0311537 | Time: 1980.56 ms [2022-04-11 15:23:51 main:574] : INFO : Epoch 1885 | loss: 0.0311383 | val_loss: 0.0311564 | Time: 1995.77 ms [2022-04-11 15:23:53 main:574] : INFO : Epoch 1886 | loss: 0.0311394 | val_loss: 0.0311564 | Time: 1964.67 ms [2022-04-11 15:23:55 main:574] : INFO : Epoch 1887 | loss: 0.0311405 | val_loss: 0.0311547 | Time: 1969.6 ms [2022-04-11 15:23:57 main:574] : INFO : Epoch 1888 | loss: 0.0311389 | val_loss: 0.0311566 | Time: 1990.31 ms [2022-04-11 15:23:59 main:574] : INFO : Epoch 1889 | loss: 0.0311383 | val_loss: 0.0311561 | Time: 1948.43 ms [2022-04-11 15:24:01 main:574] : INFO : Epoch 1890 | loss: 0.031136 | val_loss: 0.0311566 | Time: 1996.72 ms [2022-04-11 15:24:03 main:574] : INFO : Epoch 1891 | loss: 0.0311345 | val_loss: 0.0311544 | Time: 2005.91 ms [2022-04-11 15:24:05 main:574] : INFO : Epoch 1892 | loss: 0.0311365 | val_loss: 0.0311574 | Time: 1979.97 ms [2022-04-11 15:24:07 main:574] : INFO : Epoch 1893 | loss: 0.0311338 | val_loss: 0.0311538 | Time: 2001.56 ms [2022-04-11 15:24:09 main:574] : INFO : Epoch 1894 | loss: 0.0311335 | val_loss: 0.0311535 | Time: 1975.9 ms [2022-04-11 15:24:11 main:574] : INFO : Epoch 1895 | loss: 0.0311327 | val_loss: 0.0311559 | Time: 1977.39 ms [2022-04-11 15:24:13 main:574] : INFO : Epoch 1896 | loss: 0.0311349 | val_loss: 0.0311596 | Time: 1986.01 ms [2022-04-11 15:24:15 main:574] : INFO : Epoch 1897 | loss: 0.0311374 | val_loss: 0.031159 | Time: 1955.55 ms [2022-04-11 15:24:17 main:574] : INFO : Epoch 1898 | loss: 0.0311361 | val_loss: 0.0311592 | Time: 1960.64 ms [2022-04-11 15:24:19 main:574] : INFO : Epoch 1899 | loss: 0.0311357 | val_loss: 0.0311541 | Time: 1979.53 ms [2022-04-11 15:24:21 main:574] : INFO : Epoch 1900 | loss: 0.0311335 | val_loss: 0.0311545 | Time: 2040.48 ms [2022-04-11 15:24:23 main:574] : INFO : Epoch 1901 | loss: 0.0311339 | val_loss: 0.0311566 | Time: 1999.01 ms [2022-04-11 15:24:25 main:574] : INFO : Epoch 1902 | loss: 0.0311335 | val_loss: 0.0311545 | Time: 2033.08 ms [2022-04-11 15:24:27 main:574] : INFO : Epoch 1903 | loss: 0.0311343 | val_loss: 0.0311539 | Time: 1983.66 ms [2022-04-11 15:24:29 main:574] : INFO : Epoch 1904 | loss: 0.0311323 | val_loss: 0.0311564 | Time: 1976.92 ms [2022-04-11 15:24:31 main:574] : INFO : Epoch 1905 | loss: 0.0311343 | val_loss: 0.0311498 | Time: 1940.25 ms [2022-04-11 15:24:33 main:574] : INFO : Epoch 1906 | loss: 0.0311356 | val_loss: 0.031153 | Time: 1968.33 ms [2022-04-11 15:24:35 main:574] : INFO : Epoch 1907 | loss: 0.0311322 | val_loss: 0.0311532 | Time: 1999.03 ms [2022-04-11 15:24:37 main:574] : INFO : Epoch 1908 | loss: 0.0311343 | val_loss: 0.0311602 | Time: 1984.48 ms [2022-04-11 15:24:39 main:574] : INFO : Epoch 1909 | loss: 0.0311337 | val_loss: 0.0311565 | Time: 1957.13 ms [2022-04-11 15:24:41 main:574] : INFO : Epoch 1910 | loss: 0.031133 | val_loss: 0.0311515 | Time: 1970.38 ms [2022-04-11 15:24:43 main:574] : INFO : Epoch 1911 | loss: 0.0311341 | val_loss: 0.0311506 | Time: 1975.57 ms [2022-04-11 15:24:45 main:574] : INFO : Epoch 1912 | loss: 0.0311347 | val_loss: 0.0311514 | Time: 2004.09 ms [2022-04-11 15:24:47 main:574] : INFO : Epoch 1913 | loss: 0.0311349 | val_loss: 0.0311514 | Time: 2015.16 ms [2022-04-11 15:24:49 main:574] : INFO : Epoch 1914 | loss: 0.0311332 | val_loss: 0.0311519 | Time: 1978.98 ms [2022-04-11 15:24:51 main:574] : INFO : Epoch 1915 | loss: 0.0311335 | val_loss: 0.0311558 | Time: 2009.62 ms [2022-04-11 15:24:53 main:574] : INFO : Epoch 1916 | loss: 0.0311321 | val_loss: 0.0311535 | Time: 1961.33 ms [2022-04-11 15:24:55 main:574] : INFO : Epoch 1917 | loss: 0.0311319 | val_loss: 0.0311587 | Time: 1972.05 ms [2022-04-11 15:24:57 main:574] : INFO : Epoch 1918 | loss: 0.0311357 | val_loss: 0.0311576 | Time: 2061.38 ms [2022-04-11 15:24:59 main:574] : INFO : Epoch 1919 | loss: 0.0311359 | val_loss: 0.0311579 | Time: 2448.73 ms [2022-04-11 15:25:02 main:574] : INFO : Epoch 1920 | loss: 0.0311366 | val_loss: 0.0311522 | Time: 2245.51 ms [2022-04-11 15:25:04 main:574] : INFO : Epoch 1921 | loss: 0.0311369 | val_loss: 0.0311564 | Time: 2099.13 ms [2022-04-11 15:25:06 main:574] : INFO : Epoch 1922 | loss: 0.0311406 | val_loss: 0.031154 | Time: 1970.05 ms [2022-04-11 15:25:08 main:574] : INFO : Epoch 1923 | loss: 0.0311386 | val_loss: 0.0311541 | Time: 1985.99 ms [2022-04-11 15:25:10 main:574] : INFO : Epoch 1924 | loss: 0.0311385 | val_loss: 0.0311508 | Time: 1974.57 ms [2022-04-11 15:25:12 main:574] : INFO : Epoch 1925 | loss: 0.0311381 | val_loss: 0.0311505 | Time: 1969.56 ms [2022-04-11 15:25:14 main:574] : INFO : Epoch 1926 | loss: 0.0311377 | val_loss: 0.0311519 | Time: 1980.2 ms [2022-04-11 15:25:16 main:574] : INFO : Epoch 1927 | loss: 0.0311396 | val_loss: 0.0311499 | Time: 1952.49 ms [2022-04-11 15:25:18 main:574] : INFO : Epoch 1928 | loss: 0.0311385 | val_loss: 0.0311488 | Time: 1982.13 ms [2022-04-11 15:25:20 main:574] : INFO : Epoch 1929 | loss: 0.0311393 | val_loss: 0.0311498 | Time: 1968.86 ms [2022-04-11 15:25:22 main:574] : INFO : Epoch 1930 | loss: 0.031138 | val_loss: 0.0311529 | Time: 2034.14 ms [2022-04-11 15:25:24 main:574] : INFO : Epoch 1931 | loss: 0.0311378 | val_loss: 0.0311589 | Time: 1973.87 ms [2022-04-11 15:25:26 main:574] : INFO : Epoch 1932 | loss: 0.0311412 | val_loss: 0.0311552 | Time: 1970.03 ms [2022-04-11 15:25:28 main:574] : INFO : Epoch 1933 | loss: 0.0311418 | val_loss: 0.0311596 | Time: 1984.39 ms [2022-04-11 15:25:30 main:574] : INFO : Epoch 1934 | loss: 0.0311411 | val_loss: 0.0311516 | Time: 1971.99 ms [2022-04-11 15:25:32 main:574] : INFO : Epoch 1935 | loss: 0.0311399 | val_loss: 0.0311592 | Time: 1994.24 ms [2022-04-11 15:25:34 main:574] : INFO : Epoch 1936 | loss: 0.0311388 | val_loss: 0.0311508 | Time: 1992.04 ms [2022-04-11 15:25:36 main:574] : INFO : Epoch 1937 | loss: 0.0311409 | val_loss: 0.0311545 | Time: 2002.25 ms [2022-04-11 15:25:37 main:574] : INFO : Epoch 1938 | loss: 0.0311384 | val_loss: 0.031152 | Time: 1951.34 ms [2022-04-11 15:25:39 main:574] : INFO : Epoch 1939 | loss: 0.0311369 | val_loss: 0.031154 | Time: 1980.06 ms [2022-04-11 15:25:41 main:574] : INFO : Epoch 1940 | loss: 0.0311378 | val_loss: 0.0311528 | Time: 1995.26 ms [2022-04-11 15:25:43 main:574] : INFO : Epoch 1941 | loss: 0.0311383 | val_loss: 0.0311569 | Time: 2004.43 ms [2022-04-11 15:25:45 main:574] : INFO : Epoch 1942 | loss: 0.0311396 | val_loss: 0.0311508 | Time: 1968.89 ms [2022-04-11 15:25:47 main:574] : INFO : Epoch 1943 | loss: 0.0311376 | val_loss: 0.0311531 | Time: 1950.19 ms [2022-04-11 15:25:49 main:574] : INFO : Epoch 1944 | loss: 0.0311367 | val_loss: 0.0311514 | Time: 1977.85 ms [2022-04-11 15:25:51 main:574] : INFO : Epoch 1945 | loss: 0.0311389 | val_loss: 0.031148 | Time: 2018.47 ms [2022-04-11 15:25:53 main:574] : INFO : Epoch 1946 | loss: 0.0311388 | val_loss: 0.0311488 | Time: 2003.05 ms [2022-04-11 15:25:55 main:574] : INFO : Epoch 1947 | loss: 0.0311379 | val_loss: 0.03115 | Time: 1978.52 ms [2022-04-11 15:25:57 main:574] : INFO : Epoch 1948 | loss: 0.0311397 | val_loss: 0.031156 | Time: 2000.15 ms [2022-04-11 15:25:59 main:574] : INFO : Epoch 1949 | loss: 0.0311397 | val_loss: 0.031151 | Time: 1975.81 ms [2022-04-11 15:26:01 main:574] : INFO : Epoch 1950 | loss: 0.0311367 | val_loss: 0.0311485 | Time: 1993.67 ms [2022-04-11 15:26:03 main:574] : INFO : Epoch 1951 | loss: 0.031136 | val_loss: 0.031149 | Time: 1949.72 ms [2022-04-11 15:26:05 main:574] : INFO : Epoch 1952 | loss: 0.0311358 | val_loss: 0.0311491 | Time: 1973.74 ms [2022-04-11 15:26:07 main:574] : INFO : Epoch 1953 | loss: 0.0311387 | val_loss: 0.0311553 | Time: 1969.91 ms [2022-04-11 15:26:09 main:574] : INFO : Epoch 1954 | loss: 0.0311371 | val_loss: 0.0311525 | Time: 1963.37 ms [2022-04-11 15:26:11 main:574] : INFO : Epoch 1955 | loss: 0.0311351 | val_loss: 0.031153 | Time: 1963.04 ms [2022-04-11 15:26:13 main:574] : INFO : Epoch 1956 | loss: 0.0311346 | val_loss: 0.0311524 | Time: 1977.53 ms [2022-04-11 15:26:15 main:574] : INFO : Epoch 1957 | loss: 0.0311369 | val_loss: 0.0311603 | Time: 1973.38 ms [2022-04-11 15:26:17 main:574] : INFO : Epoch 1958 | loss: 0.0311417 | val_loss: 0.0311544 | Time: 1951.48 ms [2022-04-11 15:26:19 main:574] : INFO : Epoch 1959 | loss: 0.0311371 | val_loss: 0.0311536 | Time: 1953.66 ms [2022-04-11 15:26:21 main:574] : INFO : Epoch 1960 | loss: 0.0311355 | val_loss: 0.0311544 | Time: 1929.61 ms [2022-04-11 15:26:23 main:574] : INFO : Epoch 1961 | loss: 0.0311376 | val_loss: 0.0311534 | Time: 1969.14 ms [2022-04-11 15:26:25 main:574] : INFO : Epoch 1962 | loss: 0.0311381 | val_loss: 0.0311558 | Time: 1977.47 ms [2022-04-11 15:26:27 main:574] : INFO : Epoch 1963 | loss: 0.0311376 | val_loss: 0.0311534 | Time: 2033.67 ms [2022-04-11 15:26:29 main:574] : INFO : Epoch 1964 | loss: 0.0311368 | val_loss: 0.031155 | Time: 1966.16 ms [2022-04-11 15:26:31 main:574] : INFO : Epoch 1965 | loss: 0.0311359 | val_loss: 0.0311553 | Time: 1963.73 ms [2022-04-11 15:26:33 main:574] : INFO : Epoch 1966 | loss: 0.0311387 | val_loss: 0.0311527 | Time: 1954.54 ms [2022-04-11 15:26:35 main:574] : INFO : Epoch 1967 | loss: 0.0311397 | val_loss: 0.0311525 | Time: 1966.11 ms [2022-04-11 15:26:37 main:574] : INFO : Epoch 1968 | loss: 0.0311406 | val_loss: 0.0311525 | Time: 1966.08 ms [2022-04-11 15:26:39 main:574] : INFO : Epoch 1969 | loss: 0.0311373 | val_loss: 0.0311518 | Time: 1989.28 ms [2022-04-11 15:26:41 main:574] : INFO : Epoch 1970 | loss: 0.0311383 | val_loss: 0.0311519 | Time: 1969.06 ms [2022-04-11 15:26:43 main:574] : INFO : Epoch 1971 | loss: 0.0311387 | val_loss: 0.031149 | Time: 1964.8 ms [2022-04-11 15:26:45 main:574] : INFO : Epoch 1972 | loss: 0.0311408 | val_loss: 0.0311634 | Time: 1976.6 ms [2022-04-11 15:26:47 main:574] : INFO : Epoch 1973 | loss: 0.0311378 | val_loss: 0.0311563 | Time: 1980.38 ms [2022-04-11 15:26:49 main:574] : INFO : Epoch 1974 | loss: 0.0311354 | val_loss: 0.0311518 | Time: 1955.59 ms [2022-04-11 15:26:51 main:574] : INFO : Epoch 1975 | loss: 0.0311346 | val_loss: 0.0311497 | Time: 1977.45 ms [2022-04-11 15:26:53 main:574] : INFO : Epoch 1976 | loss: 0.0311387 | val_loss: 0.0311578 | Time: 1990.99 ms [2022-04-11 15:26:55 main:574] : INFO : Epoch 1977 | loss: 0.03114 | val_loss: 0.0311578 | Time: 1971.23 ms [2022-04-11 15:26:57 main:574] : INFO : Epoch 1978 | loss: 0.0311388 | val_loss: 0.0311548 | Time: 1970.04 ms [2022-04-11 15:26:59 main:574] : INFO : Epoch 1979 | loss: 0.0311375 | val_loss: 0.0311499 | Time: 1984.13 ms [2022-04-11 15:27:01 main:574] : INFO : Epoch 1980 | loss: 0.0311374 | val_loss: 0.0311511 | Time: 1988.2 ms [2022-04-11 15:27:03 main:574] : INFO : Epoch 1981 | loss: 0.0311346 | val_loss: 0.0311522 | Time: 1955.04 ms [2022-04-11 15:27:05 main:574] : INFO : Epoch 1982 | loss: 0.0311353 | val_loss: 0.0311547 | Time: 1955.36 ms [2022-04-11 15:27:07 main:574] : INFO : Epoch 1983 | loss: 0.0311395 | val_loss: 0.0311509 | Time: 1987.33 ms [2022-04-11 15:27:09 main:574] : INFO : Epoch 1984 | loss: 0.031139 | val_loss: 0.0311513 | Time: 1981.17 ms [2022-04-11 15:27:10 main:574] : INFO : Epoch 1985 | loss: 0.0311428 | val_loss: 0.0311492 | Time: 1965.81 ms [2022-04-11 15:27:12 main:574] : INFO : Epoch 1986 | loss: 0.0311424 | val_loss: 0.0311484 | Time: 1963.56 ms [2022-04-11 15:27:14 main:574] : INFO : Epoch 1987 | loss: 0.0311404 | val_loss: 0.0311506 | Time: 1952.37 ms [2022-04-11 15:27:16 main:574] : INFO : Epoch 1988 | loss: 0.03114 | val_loss: 0.03115 | Time: 1972.75 ms [2022-04-11 15:27:18 main:574] : INFO : Epoch 1989 | loss: 0.0311398 | val_loss: 0.0311539 | Time: 1955.8 ms [2022-04-11 15:27:20 main:574] : INFO : Epoch 1990 | loss: 0.0311434 | val_loss: 0.0311537 | Time: 1952.87 ms [2022-04-11 15:27:22 main:574] : INFO : Epoch 1991 | loss: 0.0311442 | val_loss: 0.0311561 | Time: 1974.51 ms [2022-04-11 15:27:24 main:574] : INFO : Epoch 1992 | loss: 0.0311449 | val_loss: 0.0311621 | Time: 1964.09 ms [2022-04-11 15:27:26 main:574] : INFO : Epoch 1993 | loss: 0.0311466 | val_loss: 0.0311518 | Time: 1994.43 ms [2022-04-11 15:27:28 main:574] : INFO : Epoch 1994 | loss: 0.0311421 | val_loss: 0.0311533 | Time: 1971.22 ms [2022-04-11 15:27:30 main:574] : INFO : Epoch 1995 | loss: 0.0311396 | val_loss: 0.0311563 | Time: 1991.93 ms [2022-04-11 15:27:32 main:574] : INFO : Epoch 1996 | loss: 0.0311374 | val_loss: 0.0311522 | Time: 1957.88 ms [2022-04-11 15:27:34 main:574] : INFO : Epoch 1997 | loss: 0.0311391 | val_loss: 0.0311599 | Time: 1984.38 ms [2022-04-11 15:27:36 main:574] : INFO : Epoch 1998 | loss: 0.0311411 | val_loss: 0.0311567 | Time: 1961.99 ms [2022-04-11 15:27:38 main:574] : INFO : Epoch 1999 | loss: 0.0311369 | val_loss: 0.0311547 | Time: 2014.34 ms [2022-04-11 15:27:40 main:574] : INFO : Epoch 2000 | loss: 0.0311355 | val_loss: 0.0311528 | Time: 1944.36 ms [2022-04-11 15:27:42 main:574] : INFO : Epoch 2001 | loss: 0.0311342 | val_loss: 0.0311535 | Time: 1992.83 ms [2022-04-11 15:27:44 main:574] : INFO : Epoch 2002 | loss: 0.0311349 | val_loss: 0.0311532 | Time: 1998.58 ms [2022-04-11 15:27:46 main:574] : INFO : Epoch 2003 | loss: 0.0311362 | val_loss: 0.0311559 | Time: 1952.81 ms [2022-04-11 15:27:48 main:574] : INFO : Epoch 2004 | loss: 0.0311353 | val_loss: 0.0311557 | Time: 2005.9 ms [2022-04-11 15:27:50 main:574] : INFO : Epoch 2005 | loss: 0.0311388 | val_loss: 0.0311558 | Time: 1993.78 ms [2022-04-11 15:27:52 main:574] : INFO : Epoch 2006 | loss: 0.0311383 | val_loss: 0.0311588 | Time: 2006.17 ms [2022-04-11 15:27:54 main:574] : INFO : Epoch 2007 | loss: 0.0311404 | val_loss: 0.031159 | Time: 1987.22 ms [2022-04-11 15:27:56 main:574] : INFO : Epoch 2008 | loss: 0.0311487 | val_loss: 0.0311576 | Time: 1983.68 ms [2022-04-11 15:27:58 main:574] : INFO : Epoch 2009 | loss: 0.0311473 | val_loss: 0.0311551 | Time: 1956.7 ms [2022-04-11 15:28:00 main:574] : INFO : Epoch 2010 | loss: 0.0311429 | val_loss: 0.0311542 | Time: 1999.05 ms [2022-04-11 15:28:02 main:574] : INFO : Epoch 2011 | loss: 0.0311428 | val_loss: 0.0311577 | Time: 1987.89 ms [2022-04-11 15:28:04 main:574] : INFO : Epoch 2012 | loss: 0.0311404 | val_loss: 0.0311568 | Time: 2000.07 ms [2022-04-11 15:28:06 main:574] : INFO : Epoch 2013 | loss: 0.0311391 | val_loss: 0.0311521 | Time: 2005.06 ms [2022-04-11 15:28:08 main:574] : INFO : Epoch 2014 | loss: 0.0311379 | val_loss: 0.0311507 | Time: 2006.26 ms [2022-04-11 15:28:10 main:574] : INFO : Epoch 2015 | loss: 0.0311414 | val_loss: 0.0311569 | Time: 1974.21 ms [2022-04-11 15:28:12 main:574] : INFO : Epoch 2016 | loss: 0.0311404 | val_loss: 0.0311569 | Time: 1999.18 ms [2022-04-11 15:28:14 main:574] : INFO : Epoch 2017 | loss: 0.0311439 | val_loss: 0.0311554 | Time: 1981.7 ms [2022-04-11 15:28:16 main:574] : INFO : Epoch 2018 | loss: 0.0311437 | val_loss: 0.0311567 | Time: 2015.4 ms [2022-04-11 15:28:18 main:574] : INFO : Epoch 2019 | loss: 0.0311445 | val_loss: 0.031157 | Time: 2000.77 ms [2022-04-11 15:28:20 main:574] : INFO : Epoch 2020 | loss: 0.0311443 | val_loss: 0.0311577 | Time: 2002.87 ms [2022-04-11 15:28:22 main:574] : INFO : Epoch 2021 | loss: 0.031145 | val_loss: 0.0311547 | Time: 1971.35 ms [2022-04-11 15:28:24 main:574] : INFO : Epoch 2022 | loss: 0.0311408 | val_loss: 0.0311555 | Time: 2022.22 ms [2022-04-11 15:28:26 main:574] : INFO : Epoch 2023 | loss: 0.0311413 | val_loss: 0.0311556 | Time: 2027.81 ms [2022-04-11 15:28:28 main:574] : INFO : Epoch 2024 | loss: 0.031141 | val_loss: 0.0311576 | Time: 1958.99 ms [2022-04-11 15:28:30 main:574] : INFO : Epoch 2025 | loss: 0.0311411 | val_loss: 0.0311558 | Time: 1976.84 ms [2022-04-11 15:28:32 main:574] : INFO : Epoch 2026 | loss: 0.0311422 | val_loss: 0.0311544 | Time: 1972.71 ms [2022-04-11 15:28:34 main:574] : INFO : Epoch 2027 | loss: 0.0311427 | val_loss: 0.0311555 | Time: 1966.26 ms [2022-04-11 15:28:36 main:574] : INFO : Epoch 2028 | loss: 0.0311436 | val_loss: 0.0311525 | Time: 1990.56 ms [2022-04-11 15:28:38 main:574] : INFO : Epoch 2029 | loss: 0.031143 | val_loss: 0.031154 | Time: 2020.48 ms [2022-04-11 15:28:40 main:574] : INFO : Epoch 2030 | loss: 0.0311419 | val_loss: 0.0311607 | Time: 1959.78 ms [2022-04-11 15:28:42 main:574] : INFO : Epoch 2031 | loss: 0.0311425 | val_loss: 0.0311541 | Time: 1998.7 ms [2022-04-11 15:28:44 main:574] : INFO : Epoch 2032 | loss: 0.0311381 | val_loss: 0.0311522 | Time: 1945.85 ms [2022-04-11 15:28:46 main:574] : INFO : Epoch 2033 | loss: 0.0311359 | val_loss: 0.0311532 | Time: 1973.25 ms [2022-04-11 15:28:48 main:574] : INFO : Epoch 2034 | loss: 0.031136 | val_loss: 0.0311511 | Time: 1991.34 ms [2022-04-11 15:28:50 main:574] : INFO : Epoch 2035 | loss: 0.0311367 | val_loss: 0.031149 | Time: 1973.01 ms [2022-04-11 15:28:52 main:574] : INFO : Epoch 2036 | loss: 0.0311377 | val_loss: 0.0311539 | Time: 1974.41 ms [2022-04-11 15:28:54 main:574] : INFO : Epoch 2037 | loss: 0.0311381 | val_loss: 0.0311583 | Time: 2000.75 ms [2022-04-11 15:28:56 main:574] : INFO : Epoch 2038 | loss: 0.0311367 | val_loss: 0.0311536 | Time: 1986.52 ms [2022-04-11 15:28:58 main:574] : INFO : Epoch 2039 | loss: 0.031135 | val_loss: 0.0311517 | Time: 1998.47 ms [2022-04-11 15:29:00 main:574] : INFO : Epoch 2040 | loss: 0.031135 | val_loss: 0.0311544 | Time: 1979.21 ms [2022-04-11 15:29:02 main:574] : INFO : Epoch 2041 | loss: 0.0311369 | val_loss: 0.0311543 | Time: 2001.94 ms [2022-04-11 15:29:04 main:574] : INFO : Epoch 2042 | loss: 0.0311366 | val_loss: 0.0311549 | Time: 1984.55 ms [2022-04-11 15:29:06 main:574] : INFO : Epoch 2043 | loss: 0.0311357 | val_loss: 0.0311553 | Time: 2008.01 ms [2022-04-11 15:29:08 main:574] : INFO : Epoch 2044 | loss: 0.0311342 | val_loss: 0.0311519 | Time: 2011.7 ms [2022-04-11 15:29:10 main:574] : INFO : Epoch 2045 | loss: 0.0311353 | val_loss: 0.0311522 | Time: 1977.67 ms [2022-04-11 15:29:12 main:574] : INFO : Epoch 2046 | loss: 0.0311375 | val_loss: 0.0311569 | Time: 1985.13 ms [2022-04-11 15:29:14 main:574] : INFO : Epoch 2047 | loss: 0.031137 | val_loss: 0.0311577 | Time: 1968.16 ms [2022-04-11 15:29:16 main:574] : INFO : Epoch 2048 | loss: 0.0311399 | val_loss: 0.0311569 | Time: 2014.15 ms [2022-04-11 15:29:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311569 [2022-04-11 15:29:16 main:603] : INFO : Saving end state to config to file [2022-04-11 15:29:16 main:608] : INFO : Success, exiting.. 15:29:16 (32560): 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)