Task 14537513
| Name | ParityModified-1647040704-29147-3-0_0 |
| Workunit | 11574598 |
| Created | 7 Apr 2022, 11:27:34 UTC |
| Sent | 10 Apr 2022, 7:45:54 UTC |
| Report deadline | 18 Apr 2022, 7:45:54 UTC |
| Received | 10 Apr 2022, 23:43:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 7 min 28 sec |
| CPU time | 1 hours 7 min 4 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> 8:26:15 main:574] : INFO : Epoch 1542 | loss: 0.0311425 | val_loss: 0.0311579 | Time: 1959.85 ms [2022-04-10 18:26:17 main:574] : INFO : Epoch 1543 | loss: 0.0311445 | val_loss: 0.0311552 | Time: 1963.52 ms [2022-04-10 18:26:18 main:574] : INFO : Epoch 1544 | loss: 0.0311416 | val_loss: 0.0311556 | Time: 1955.89 ms [2022-04-10 18:26:20 main:574] : INFO : Epoch 1545 | loss: 0.031139 | val_loss: 0.0311532 | Time: 1958.38 ms [2022-04-10 18:26:22 main:574] : INFO : Epoch 1546 | loss: 0.0311385 | val_loss: 0.0311578 | Time: 1957.29 ms [2022-04-10 18:26:24 main:574] : INFO : Epoch 1547 | loss: 0.0311407 | val_loss: 0.0311651 | Time: 1949.83 ms [2022-04-10 18:26:26 main:574] : INFO : Epoch 1548 | loss: 0.0311482 | val_loss: 0.031165 | Time: 2055.31 ms [2022-04-10 18:26:28 main:574] : INFO : Epoch 1549 | loss: 0.0311474 | val_loss: 0.0311618 | Time: 1978.06 ms [2022-04-10 18:26:30 main:574] : INFO : Epoch 1550 | loss: 0.031146 | val_loss: 0.0311604 | Time: 1963.91 ms [2022-04-10 18:26:32 main:574] : INFO : Epoch 1551 | loss: 0.0311457 | val_loss: 0.0311597 | Time: 1965.38 ms [2022-04-10 18:26:34 main:574] : INFO : Epoch 1552 | loss: 0.0311451 | val_loss: 0.0311584 | Time: 1972.27 ms [2022-04-10 18:26:36 main:574] : INFO : Epoch 1553 | loss: 0.0311452 | val_loss: 0.0311562 | Time: 1944.89 ms [2022-04-10 18:26:38 main:574] : INFO : Epoch 1554 | loss: 0.0311446 | val_loss: 0.0311557 | Time: 1960.34 ms [2022-04-10 18:26:40 main:574] : INFO : Epoch 1555 | loss: 0.0311444 | val_loss: 0.0311694 | Time: 1972.5 ms [2022-04-10 18:26:42 main:574] : INFO : Epoch 1556 | loss: 0.0311467 | val_loss: 0.0311586 | Time: 1938.93 ms [2022-04-10 18:26:44 main:574] : INFO : Epoch 1557 | loss: 0.0311483 | val_loss: 0.0311671 | Time: 1947.3 ms [2022-04-10 18:26:46 main:574] : INFO : Epoch 1558 | loss: 0.0311503 | val_loss: 0.0311587 | Time: 1999.5 ms [2022-04-10 18:26:48 main:574] : INFO : Epoch 1559 | loss: 0.0311469 | val_loss: 0.0311594 | Time: 1955.46 ms [2022-04-10 18:26:50 main:574] : INFO : Epoch 1560 | loss: 0.0311449 | val_loss: 0.0311591 | Time: 1963.06 ms [2022-04-10 18:26:52 main:574] : INFO : Epoch 1561 | loss: 0.031145 | val_loss: 0.0311625 | Time: 1970.22 ms [2022-04-10 18:26:54 main:574] : INFO : Epoch 1562 | loss: 0.0311456 | val_loss: 0.0311587 | Time: 1974.12 ms [2022-04-10 18:26:56 main:574] : INFO : Epoch 1563 | loss: 0.0311442 | val_loss: 0.0311574 | Time: 1973.84 ms [2022-04-10 18:26:58 main:574] : INFO : Epoch 1564 | loss: 0.0311436 | val_loss: 0.0311578 | Time: 1990.3 ms [2022-04-10 18:27:00 main:574] : INFO : Epoch 1565 | loss: 0.0311442 | val_loss: 0.0311595 | Time: 1962.17 ms [2022-04-10 18:27:02 main:574] : INFO : Epoch 1566 | loss: 0.0311443 | val_loss: 0.0311541 | Time: 1968.58 ms [2022-04-10 18:27:04 main:574] : INFO : Epoch 1567 | loss: 0.031144 | val_loss: 0.0311555 | Time: 1961.55 ms [2022-04-10 18:27:06 main:574] : INFO : Epoch 1568 | loss: 0.031144 | val_loss: 0.0311544 | Time: 1957.21 ms [2022-04-10 18:27:08 main:574] : INFO : Epoch 1569 | loss: 0.0311441 | val_loss: 0.0311566 | Time: 1946.19 ms [2022-04-10 18:27:10 main:574] : INFO : Epoch 1570 | loss: 0.0311472 | val_loss: 0.0311559 | Time: 1939.1 ms [2022-04-10 18:27:12 main:574] : INFO : Epoch 1571 | loss: 0.0311452 | val_loss: 0.0311557 | Time: 1961.5 ms [2022-04-10 18:27:14 main:574] : INFO : Epoch 1572 | loss: 0.0311441 | val_loss: 0.0311546 | Time: 1938.55 ms [2022-04-10 18:27:16 main:574] : INFO : Epoch 1573 | loss: 0.031144 | val_loss: 0.0311556 | Time: 1940.66 ms [2022-04-10 18:27:18 main:574] : INFO : Epoch 1574 | loss: 0.031145 | val_loss: 0.031155 | Time: 1951.92 ms [2022-04-10 18:27:20 main:574] : INFO : Epoch 1575 | loss: 0.0311441 | val_loss: 0.0311575 | Time: 1967.06 ms [2022-04-10 18:27:21 main:574] : INFO : Epoch 1576 | loss: 0.0311445 | val_loss: 0.031158 | Time: 1972.54 ms [2022-04-10 18:27:23 main:574] : INFO : Epoch 1577 | loss: 0.0311442 | val_loss: 0.0311537 | Time: 1950.99 ms [2022-04-10 18:27:25 main:574] : INFO : Epoch 1578 | loss: 0.031143 | val_loss: 0.0311538 | Time: 1970.77 ms [2022-04-10 18:27:27 main:574] : INFO : Epoch 1579 | loss: 0.0311424 | val_loss: 0.0311553 | Time: 1965.4 ms [2022-04-10 18:27:29 main:574] : INFO : Epoch 1580 | loss: 0.0311442 | val_loss: 0.031157 | Time: 1936.98 ms [2022-04-10 18:27:31 main:574] : INFO : Epoch 1581 | loss: 0.0311466 | val_loss: 0.0311572 | Time: 1945.81 ms [2022-04-10 18:27:33 main:574] : INFO : Epoch 1582 | loss: 0.031143 | val_loss: 0.0311517 | Time: 1950.7 ms [2022-04-10 18:27:35 main:574] : INFO : Epoch 1583 | loss: 0.0311428 | val_loss: 0.0311511 | Time: 1942.98 ms [2022-04-10 18:27:37 main:574] : INFO : Epoch 1584 | loss: 0.031146 | val_loss: 0.0311519 | Time: 1930.09 ms [2022-04-10 18:27:39 main:574] : INFO : Epoch 1585 | loss: 0.031145 | val_loss: 0.031152 | Time: 1942.08 ms [2022-04-10 18:27:41 main:574] : INFO : Epoch 1586 | loss: 0.0311422 | val_loss: 0.0311551 | Time: 1967.23 ms [2022-04-10 18:27:43 main:574] : INFO : Epoch 1587 | loss: 0.0311429 | val_loss: 0.0311549 | Time: 1951.55 ms [2022-04-10 18:27:45 main:574] : INFO : Epoch 1588 | loss: 0.0311428 | val_loss: 0.0311515 | Time: 1969.38 ms [2022-04-10 18:27:47 main:574] : INFO : Epoch 1589 | loss: 0.0311416 | val_loss: 0.0311525 | Time: 1968.04 ms [2022-04-10 18:27:49 main:574] : INFO : Epoch 1590 | loss: 0.0311425 | val_loss: 0.0311515 | Time: 1941.29 ms [2022-04-10 18:27:51 main:574] : INFO : Epoch 1591 | loss: 0.0311431 | val_loss: 0.0311572 | Time: 1945.7 ms [2022-04-10 18:27:53 main:574] : INFO : Epoch 1592 | loss: 0.0311415 | val_loss: 0.0311551 | Time: 1946.36 ms [2022-04-10 18:27:55 main:574] : INFO : Epoch 1593 | loss: 0.0311421 | val_loss: 0.0311533 | Time: 1991.69 ms [2022-04-10 18:27:57 main:574] : INFO : Epoch 1594 | loss: 0.0311429 | val_loss: 0.0311517 | Time: 1978.75 ms [2022-04-10 18:27:59 main:574] : INFO : Epoch 1595 | loss: 0.0311432 | val_loss: 0.0311605 | Time: 1927.38 ms [2022-04-10 18:28:01 main:574] : INFO : Epoch 1596 | loss: 0.0311414 | val_loss: 0.0311534 | Time: 1973 ms [2022-04-10 18:28:03 main:574] : INFO : Epoch 1597 | loss: 0.0311417 | val_loss: 0.0311534 | Time: 1940.04 ms [2022-04-10 18:28:05 main:574] : INFO : Epoch 1598 | loss: 0.0311393 | val_loss: 0.0311546 | Time: 1954.53 ms [2022-04-10 18:28:07 main:574] : INFO : Epoch 1599 | loss: 0.0311395 | val_loss: 0.0311582 | Time: 1977.93 ms [2022-04-10 18:28:09 main:574] : INFO : Epoch 1600 | loss: 0.031142 | val_loss: 0.0311561 | Time: 1975.85 ms [2022-04-10 18:28:10 main:574] : INFO : Epoch 1601 | loss: 0.0311423 | val_loss: 0.0311543 | Time: 1948.25 ms [2022-04-10 18:28:12 main:574] : INFO : Epoch 1602 | loss: 0.0311407 | val_loss: 0.0311543 | Time: 1940.24 ms [2022-04-10 18:28:14 main:574] : INFO : Epoch 1603 | loss: 0.0311421 | val_loss: 0.0311597 | Time: 1962.05 ms [2022-04-10 18:28:16 main:574] : INFO : Epoch 1604 | loss: 0.0311417 | val_loss: 0.0311548 | Time: 1967.23 ms [2022-04-10 18:28:18 main:574] : INFO : Epoch 1605 | loss: 0.0311395 | val_loss: 0.0311565 | Time: 1937.04 ms [2022-04-10 18:28:20 main:574] : INFO : Epoch 1606 | loss: 0.0311392 | val_loss: 0.0311568 | Time: 1963.55 ms [2022-04-10 18:28:22 main:574] : INFO : Epoch 1607 | loss: 0.0311396 | val_loss: 0.0311573 | Time: 1960.07 ms [2022-04-10 18:28:24 main:574] : INFO : Epoch 1608 | loss: 0.0311404 | val_loss: 0.0311615 | Time: 1955.51 ms [2022-04-10 18:28:26 main:574] : INFO : Epoch 1609 | loss: 0.0311416 | val_loss: 0.031157 | Time: 1964.07 ms [2022-04-10 18:28:28 main:574] : INFO : Epoch 1610 | loss: 0.0311409 | val_loss: 0.0311582 | Time: 1930.1 ms [2022-04-10 18:28:30 main:574] : INFO : Epoch 1611 | loss: 0.0311455 | val_loss: 0.0311577 | Time: 1936.77 ms [2022-04-10 18:28:32 main:574] : INFO : Epoch 1612 | loss: 0.0311449 | val_loss: 0.0311566 | Time: 1973.6 ms [2022-04-10 18:28:34 main:574] : INFO : Epoch 1613 | loss: 0.0311445 | val_loss: 0.0311561 | Time: 1951.16 ms [2022-04-10 18:28:36 main:574] : INFO : Epoch 1614 | loss: 0.031144 | val_loss: 0.0311629 | Time: 1968.56 ms [2022-04-10 18:28:38 main:574] : INFO : Epoch 1615 | loss: 0.0311448 | val_loss: 0.0311566 | Time: 1945.93 ms [2022-04-10 18:28:40 main:574] : INFO : Epoch 1616 | loss: 0.0311433 | val_loss: 0.03116 | Time: 1943.02 ms [2022-04-10 18:28:42 main:574] : INFO : Epoch 1617 | loss: 0.0311425 | val_loss: 0.0311572 | Time: 1960.75 ms [2022-04-10 18:28:44 main:574] : INFO : Epoch 1618 | loss: 0.0311424 | val_loss: 0.0311592 | Time: 1951.97 ms [2022-04-10 18:28:46 main:574] : INFO : Epoch 1619 | loss: 0.0311462 | val_loss: 0.0311566 | Time: 1982.11 ms [2022-04-10 18:28:48 main:574] : INFO : Epoch 1620 | loss: 0.0311418 | val_loss: 0.031157 | Time: 1951.7 ms [2022-04-10 18:28:50 main:574] : INFO : Epoch 1621 | loss: 0.0311434 | val_loss: 0.0311585 | Time: 1964.31 ms [2022-04-10 18:28:52 main:574] : INFO : Epoch 1622 | loss: 0.0311481 | val_loss: 0.0311654 | Time: 1939.61 ms [2022-04-10 18:28:54 main:574] : INFO : Epoch 1623 | loss: 0.0311441 | val_loss: 0.0311573 | Time: 1947.35 ms [2022-04-10 18:28:56 main:574] : INFO : Epoch 1624 | loss: 0.0311416 | val_loss: 0.0311556 | Time: 1944.43 ms [2022-04-10 18:28:57 main:574] : INFO : Epoch 1625 | loss: 0.0311421 | val_loss: 0.0311549 | Time: 1952.98 ms [2022-04-10 18:28:59 main:574] : INFO : Epoch 1626 | loss: 0.031142 | val_loss: 0.0311566 | Time: 1950.49 ms [2022-04-10 18:29:01 main:574] : INFO : Epoch 1627 | loss: 0.0311419 | val_loss: 0.0311614 | Time: 1976.51 ms [2022-04-10 18:29:03 main:574] : INFO : Epoch 1628 | loss: 0.0311428 | val_loss: 0.0311561 | Time: 1949.31 ms [2022-04-10 18:29:05 main:574] : INFO : Epoch 1629 | loss: 0.0311416 | val_loss: 0.0311564 | Time: 1969.03 ms [2022-04-10 18:29:07 main:574] : INFO : Epoch 1630 | loss: 0.0311409 | val_loss: 0.0311554 | Time: 1946.96 ms [2022-04-10 18:29:09 main:574] : INFO : Epoch 1631 | loss: 0.0311398 | val_loss: 0.0311563 | Time: 1948.17 ms [2022-04-10 18:29:11 main:574] : INFO : Epoch 1632 | loss: 0.0311409 | val_loss: 0.0311594 | Time: 1954.79 ms [2022-04-10 18:29:13 main:574] : INFO : Epoch 1633 | loss: 0.0311419 | val_loss: 0.0311603 | Time: 1969.28 ms [2022-04-10 18:29:15 main:574] : INFO : Epoch 1634 | loss: 0.0311417 | val_loss: 0.0311562 | Time: 1934.04 ms [2022-04-10 18:29:17 main:574] : INFO : Epoch 1635 | loss: 0.0311408 | val_loss: 0.0311557 | Time: 1952.7 ms [2022-04-10 18:29:19 main:574] : INFO : Epoch 1636 | loss: 0.0311454 | val_loss: 0.031158 | Time: 1934.4 ms [2022-04-10 18:29:21 main:574] : INFO : Epoch 1637 | loss: 0.0311451 | val_loss: 0.0311558 | Time: 1953.41 ms [2022-04-10 18:29:23 main:574] : INFO : Epoch 1638 | loss: 0.0311437 | val_loss: 0.0311539 | Time: 1950.68 ms [2022-04-10 18:29:25 main:574] : INFO : Epoch 1639 | loss: 0.0311425 | val_loss: 0.0311542 | Time: 1971.01 ms [2022-04-10 18:29:27 main:574] : INFO : Epoch 1640 | loss: 0.0311432 | val_loss: 0.0311542 | Time: 1948.02 ms [2022-04-10 18:29:29 main:574] : INFO : Epoch 1641 | loss: 0.0311427 | val_loss: 0.0311657 | Time: 1984.08 ms [2022-04-10 18:29:31 main:574] : INFO : Epoch 1642 | loss: 0.0311446 | val_loss: 0.0311552 | Time: 1964.29 ms [2022-04-10 18:29:33 main:574] : INFO : Epoch 1643 | loss: 0.0311415 | val_loss: 0.0311535 | Time: 1958.02 ms [2022-04-10 18:29:35 main:574] : INFO : Epoch 1644 | loss: 0.0311418 | val_loss: 0.0311531 | Time: 1960.11 ms [2022-04-10 18:29:37 main:574] : INFO : Epoch 1645 | loss: 0.0311422 | val_loss: 0.0311618 | Time: 1962.11 ms [2022-04-10 18:29:39 main:574] : INFO : Epoch 1646 | loss: 0.0311436 | val_loss: 0.0311526 | Time: 1961.46 ms [2022-04-10 18:29:41 main:574] : INFO : Epoch 1647 | loss: 0.031142 | val_loss: 0.0311536 | Time: 1944.39 ms [2022-04-10 18:29:43 main:574] : INFO : Epoch 1648 | loss: 0.0311441 | val_loss: 0.031157 | Time: 1958.13 ms [2022-04-10 18:29:45 main:574] : INFO : Epoch 1649 | loss: 0.031145 | val_loss: 0.0311584 | Time: 1934.24 ms [2022-04-10 18:29:46 main:574] : INFO : Epoch 1650 | loss: 0.0311476 | val_loss: 0.0311565 | Time: 1947.1 ms [2022-04-10 18:29:48 main:574] : INFO : Epoch 1651 | loss: 0.0311437 | val_loss: 0.0311551 | Time: 1953.27 ms [2022-04-10 18:29:50 main:574] : INFO : Epoch 1652 | loss: 0.031142 | val_loss: 0.0311532 | Time: 1968.64 ms [2022-04-10 18:29:52 main:574] : INFO : Epoch 1653 | loss: 0.0311434 | val_loss: 0.0311537 | Time: 1962.14 ms [2022-04-10 18:29:54 main:574] : INFO : Epoch 1654 | loss: 0.0311446 | val_loss: 0.0311523 | Time: 1947.91 ms [2022-04-10 18:29:56 main:574] : INFO : Epoch 1655 | loss: 0.031143 | val_loss: 0.0311496 | Time: 1968.48 ms [2022-04-10 18:29:58 main:574] : INFO : Epoch 1656 | loss: 0.0311436 | val_loss: 0.0311586 | Time: 1956.68 ms [2022-04-10 18:30:00 main:574] : INFO : Epoch 1657 | loss: 0.031144 | val_loss: 0.0311502 | Time: 1978.84 ms [2022-04-10 18:30:02 main:574] : INFO : Epoch 1658 | loss: 0.0311419 | val_loss: 0.03115 | Time: 1961.28 ms [2022-04-10 18:30:04 main:574] : INFO : Epoch 1659 | loss: 0.0311426 | val_loss: 0.0311503 | Time: 1952.77 ms [2022-04-10 18:30:06 main:574] : INFO : Epoch 1660 | loss: 0.0311459 | val_loss: 0.0311515 | Time: 1935.77 ms [2022-04-10 18:30:08 main:574] : INFO : Epoch 1661 | loss: 0.031146 | val_loss: 0.0311509 | Time: 1937.42 ms [2022-04-10 18:30:10 main:574] : INFO : Epoch 1662 | loss: 0.0311443 | val_loss: 0.031162 | Time: 1953.5 ms [2022-04-10 18:30:12 main:574] : INFO : Epoch 1663 | loss: 0.0311447 | val_loss: 0.0311534 | Time: 1961.26 ms [2022-04-10 18:30:14 main:574] : INFO : Epoch 1664 | loss: 0.0311427 | val_loss: 0.0311537 | Time: 1937.68 ms [2022-04-10 18:30:16 main:574] : INFO : Epoch 1665 | loss: 0.0311398 | val_loss: 0.0311517 | Time: 1957.94 ms [2022-04-10 18:30:18 main:574] : INFO : Epoch 1666 | loss: 0.0311402 | val_loss: 0.0311553 | Time: 1940.66 ms [2022-04-10 18:30:20 main:574] : INFO : Epoch 1667 | loss: 0.0311415 | val_loss: 0.0311529 | Time: 1963.12 ms [2022-04-10 18:30:22 main:574] : INFO : Epoch 1668 | loss: 0.0311392 | val_loss: 0.0311518 | Time: 1962.22 ms [2022-04-10 18:30:24 main:574] : INFO : Epoch 1669 | loss: 0.0311396 | val_loss: 0.0311524 | Time: 1951.19 ms [2022-04-10 18:30:26 main:574] : INFO : Epoch 1670 | loss: 0.0311408 | val_loss: 0.0311555 | Time: 2059.08 ms [2022-04-10 18:30:28 main:574] : INFO : Epoch 1671 | loss: 0.0311448 | val_loss: 0.031165 | Time: 1944.45 ms [2022-04-10 18:30:30 main:574] : INFO : Epoch 1672 | loss: 0.0311513 | val_loss: 0.0311531 | Time: 1945.05 ms [2022-04-10 18:30:32 main:574] : INFO : Epoch 1673 | loss: 0.0311492 | val_loss: 0.0311523 | Time: 1955.55 ms [2022-04-10 18:30:34 main:574] : INFO : Epoch 1674 | loss: 0.0311468 | val_loss: 0.031152 | Time: 1971.68 ms [2022-04-10 18:30:36 main:574] : INFO : Epoch 1675 | loss: 0.031145 | val_loss: 0.0311525 | Time: 2028.05 ms [2022-04-10 18:30:38 main:574] : INFO : Epoch 1676 | loss: 0.0311451 | val_loss: 0.0311551 | Time: 2078.3 ms [2022-04-10 18:30:40 main:574] : INFO : Epoch 1677 | loss: 0.0311457 | val_loss: 0.0311535 | Time: 1962.41 ms [2022-04-10 18:30:42 main:574] : INFO : Epoch 1678 | loss: 0.0311454 | val_loss: 0.0311549 | Time: 1953.85 ms [2022-04-10 18:30:44 main:574] : INFO : Epoch 1679 | loss: 0.0311462 | val_loss: 0.0311545 | Time: 1936.94 ms [2022-04-10 18:30:46 main:574] : INFO : Epoch 1680 | loss: 0.0311453 | val_loss: 0.0311544 | Time: 1957.8 ms [2022-04-10 18:30:47 main:574] : INFO : Epoch 1681 | loss: 0.0311449 | val_loss: 0.0311521 | Time: 1954.85 ms [2022-04-10 18:30:49 main:574] : INFO : Epoch 1682 | loss: 0.0311441 | val_loss: 0.0311532 | Time: 1970.06 ms [2022-04-10 18:30:51 main:574] : INFO : Epoch 1683 | loss: 0.0311444 | val_loss: 0.0311528 | Time: 1974.42 ms [2022-04-10 18:30:53 main:574] : INFO : Epoch 1684 | loss: 0.031143 | val_loss: 0.0311555 | Time: 1957.84 ms [2022-04-10 18:30:55 main:574] : INFO : Epoch 1685 | loss: 0.0311466 | val_loss: 0.031156 | Time: 1961.22 ms [2022-04-10 18:30:57 main:574] : INFO : Epoch 1686 | loss: 0.031148 | val_loss: 0.0311536 | Time: 1983.84 ms [2022-04-10 18:30:59 main:574] : INFO : Epoch 1687 | loss: 0.031146 | val_loss: 0.0311545 | Time: 1943.14 ms [2022-04-10 18:31:01 main:574] : INFO : Epoch 1688 | loss: 0.0311453 | val_loss: 0.0311549 | Time: 1950.19 ms [2022-04-10 18:31:03 main:574] : INFO : Epoch 1689 | loss: 0.0311456 | val_loss: 0.0311556 | Time: 1959.19 ms [2022-04-10 18:31:05 main:574] : INFO : Epoch 1690 | loss: 0.0311449 | val_loss: 0.0311549 | Time: 1958.52 ms [2022-04-10 18:31:07 main:574] : INFO : Epoch 1691 | loss: 0.031145 | val_loss: 0.0311538 | Time: 1930.01 ms [2022-04-10 18:31:09 main:574] : INFO : Epoch 1692 | loss: 0.0311459 | val_loss: 0.031154 | Time: 1930.96 ms [2022-04-10 18:31:11 main:574] : INFO : Epoch 1693 | loss: 0.0311452 | val_loss: 0.0311546 | Time: 1962.98 ms [2022-04-10 18:31:13 main:574] : INFO : Epoch 1694 | loss: 0.0311458 | val_loss: 0.0311552 | Time: 1972.72 ms [2022-04-10 18:31:15 main:574] : INFO : Epoch 1695 | loss: 0.0311459 | val_loss: 0.031154 | Time: 1954.81 ms [2022-04-10 18:31:17 main:574] : INFO : Epoch 1696 | loss: 0.0311449 | val_loss: 0.0311531 | Time: 1979.83 ms [2022-04-10 18:31:19 main:574] : INFO : Epoch 1697 | loss: 0.0311432 | val_loss: 0.0311558 | Time: 1979.46 ms [2022-04-10 18:31:21 main:574] : INFO : Epoch 1698 | loss: 0.0311424 | val_loss: 0.0311572 | Time: 1969.5 ms [2022-04-10 18:31:23 main:574] : INFO : Epoch 1699 | loss: 0.0311513 | val_loss: 0.0311596 | Time: 1947.84 ms [2022-04-10 18:31:25 main:574] : INFO : Epoch 1700 | loss: 0.0311464 | val_loss: 0.0311565 | Time: 1966.92 ms [2022-04-10 18:31:27 main:574] : INFO : Epoch 1701 | loss: 0.0311413 | val_loss: 0.0311538 | Time: 1973.4 ms [2022-04-10 18:31:29 main:574] : INFO : Epoch 1702 | loss: 0.0311407 | val_loss: 0.0311544 | Time: 1948.92 ms [2022-04-10 18:31:31 main:574] : INFO : Epoch 1703 | loss: 0.0311427 | val_loss: 0.0311588 | Time: 1973.11 ms [2022-04-10 18:31:33 main:574] : INFO : Epoch 1704 | loss: 0.0311437 | val_loss: 0.0311531 | Time: 1959.17 ms [2022-04-10 18:31:35 main:574] : INFO : Epoch 1705 | loss: 0.0311437 | val_loss: 0.0311553 | Time: 1960.03 ms [2022-04-10 18:31:37 main:574] : INFO : Epoch 1706 | loss: 0.0311448 | val_loss: 0.0311544 | Time: 1989.77 ms [2022-04-10 18:31:39 main:574] : INFO : Epoch 1707 | loss: 0.0311471 | val_loss: 0.0311548 | Time: 1919.02 ms [2022-04-10 18:31:41 main:574] : INFO : Epoch 1708 | loss: 0.0311466 | val_loss: 0.0311525 | Time: 1981.79 ms [2022-04-10 18:31:43 main:574] : INFO : Epoch 1709 | loss: 0.0311448 | val_loss: 0.0311515 | Time: 1952.1 ms [2022-04-10 18:31:44 main:574] : INFO : Epoch 1710 | loss: 0.0311433 | val_loss: 0.0311514 | Time: 1957.35 ms [2022-04-10 18:31:46 main:574] : INFO : Epoch 1711 | loss: 0.0311425 | val_loss: 0.0311556 | Time: 1952.04 ms [2022-04-10 18:31:48 main:574] : INFO : Epoch 1712 | loss: 0.0311449 | val_loss: 0.0311558 | Time: 1976.76 ms [2022-04-10 18:31:50 main:574] : INFO : Epoch 1713 | loss: 0.0311498 | val_loss: 0.0311554 | Time: 1965.69 ms [2022-04-10 18:31:52 main:574] : INFO : Epoch 1714 | loss: 0.0311476 | val_loss: 0.0311554 | Time: 1956.3 ms [2022-04-10 18:31:54 main:574] : INFO : Epoch 1715 | loss: 0.0311474 | val_loss: 0.0311529 | Time: 1970.79 ms [2022-04-10 18:31:56 main:574] : INFO : Epoch 1716 | loss: 0.0311462 | val_loss: 0.0311529 | Time: 1943.8 ms [2022-04-10 18:31:58 main:574] : INFO : Epoch 1717 | loss: 0.0311455 | val_loss: 0.0311551 | Time: 1982.88 ms [2022-04-10 18:32:00 main:574] : INFO : Epoch 1718 | loss: 0.031146 | val_loss: 0.0311544 | Time: 1928.27 ms [2022-04-10 18:32:02 main:574] : INFO : Epoch 1719 | loss: 0.0311462 | val_loss: 0.0311545 | Time: 1930.94 ms [2022-04-10 18:32:04 main:574] : INFO : Epoch 1720 | loss: 0.0311455 | val_loss: 0.0311543 | Time: 1954.8 ms [2022-04-10 18:32:06 main:574] : INFO : Epoch 1721 | loss: 0.0311453 | val_loss: 0.0311575 | Time: 1953.81 ms [2022-04-10 18:32:08 main:574] : INFO : Epoch 1722 | loss: 0.0311451 | val_loss: 0.0311566 | Time: 1940.11 ms [2022-04-10 18:32:10 main:574] : INFO : Epoch 1723 | loss: 0.031146 | val_loss: 0.0311539 | Time: 1967.96 ms [2022-04-10 18:32:12 main:574] : INFO : Epoch 1724 | loss: 0.031146 | val_loss: 0.0311582 | Time: 1931.14 ms [2022-04-10 18:32:14 main:574] : INFO : Epoch 1725 | loss: 0.0311452 | val_loss: 0.0311583 | Time: 1939.59 ms [2022-04-10 18:32:16 main:574] : INFO : Epoch 1726 | loss: 0.031144 | val_loss: 0.0311614 | Time: 1963.76 ms [2022-04-10 18:32:18 main:574] : INFO : Epoch 1727 | loss: 0.031145 | val_loss: 0.0311552 | Time: 1960.04 ms [2022-04-10 18:32:20 main:574] : INFO : Epoch 1728 | loss: 0.0311429 | val_loss: 0.0311567 | Time: 1956.09 ms [2022-04-10 18:32:22 main:574] : INFO : Epoch 1729 | loss: 0.0311433 | val_loss: 0.0311548 | Time: 1955.65 ms [2022-04-10 18:32:24 main:574] : INFO : Epoch 1730 | loss: 0.0311419 | val_loss: 0.0311543 | Time: 1952.58 ms [2022-04-10 18:32:26 main:574] : INFO : Epoch 1731 | loss: 0.031142 | val_loss: 0.0311548 | Time: 1951.08 ms [2022-04-10 18:32:28 main:574] : INFO : Epoch 1732 | loss: 0.0311436 | val_loss: 0.0311568 | Time: 1971.37 ms [2022-04-10 18:32:30 main:574] : INFO : Epoch 1733 | loss: 0.0311443 | val_loss: 0.0311647 | Time: 1952.76 ms [2022-04-10 18:32:31 main:574] : INFO : Epoch 1734 | loss: 0.0311602 | val_loss: 0.0311658 | Time: 1922.56 ms [2022-04-10 18:32:33 main:574] : INFO : Epoch 1735 | loss: 0.0311573 | val_loss: 0.0311597 | Time: 1949.41 ms [2022-04-10 18:32:35 main:574] : INFO : Epoch 1736 | loss: 0.0311538 | val_loss: 0.0311589 | Time: 1950.56 ms [2022-04-10 18:32:37 main:574] : INFO : Epoch 1737 | loss: 0.0311515 | val_loss: 0.031161 | Time: 1983.4 ms [2022-04-10 18:32:39 main:574] : INFO : Epoch 1738 | loss: 0.0311508 | val_loss: 0.0311573 | Time: 1932.51 ms [2022-04-10 18:32:41 main:574] : INFO : Epoch 1739 | loss: 0.0311561 | val_loss: 0.0311671 | Time: 1960.44 ms [2022-04-10 18:32:43 main:574] : INFO : Epoch 1740 | loss: 0.0311554 | val_loss: 0.0311609 | Time: 1947.92 ms [2022-04-10 18:32:45 main:574] : INFO : Epoch 1741 | loss: 0.031154 | val_loss: 0.031155 | Time: 1932.48 ms [2022-04-10 18:32:47 main:574] : INFO : Epoch 1742 | loss: 0.0311508 | val_loss: 0.031155 | Time: 1964.91 ms [2022-04-10 18:32:49 main:574] : INFO : Epoch 1743 | loss: 0.0311502 | val_loss: 0.0311557 | Time: 1970 ms [2022-04-10 18:32:51 main:574] : INFO : Epoch 1744 | loss: 0.0311495 | val_loss: 0.0311546 | Time: 1969.66 ms [2022-04-10 18:32:53 main:574] : INFO : Epoch 1745 | loss: 0.0311502 | val_loss: 0.0311551 | Time: 1957.49 ms [2022-04-10 18:32:55 main:574] : INFO : Epoch 1746 | loss: 0.0311493 | val_loss: 0.0311551 | Time: 1998.06 ms [2022-04-10 18:32:57 main:574] : INFO : Epoch 1747 | loss: 0.0311505 | val_loss: 0.0311654 | Time: 1943.94 ms [2022-04-10 18:32:59 main:574] : INFO : Epoch 1748 | loss: 0.0311541 | val_loss: 0.0311597 | Time: 1949.19 ms [2022-04-10 18:33:01 main:574] : INFO : Epoch 1749 | loss: 0.0311526 | val_loss: 0.0311594 | Time: 1941.13 ms [2022-04-10 18:33:03 main:574] : INFO : Epoch 1750 | loss: 0.0311531 | val_loss: 0.0311564 | Time: 1946.26 ms [2022-04-10 18:33:05 main:574] : INFO : Epoch 1751 | loss: 0.0311514 | val_loss: 0.0311574 | Time: 1948.62 ms [2022-04-10 18:33:07 main:574] : INFO : Epoch 1752 | loss: 0.0311514 | val_loss: 0.0311595 | Time: 1954.8 ms [2022-04-10 18:33:09 main:574] : INFO : Epoch 1753 | loss: 0.0311492 | val_loss: 0.0311545 | Time: 1970.54 ms [2022-04-10 18:33:11 main:574] : INFO : Epoch 1754 | loss: 0.031149 | val_loss: 0.0311532 | Time: 1955.51 ms [2022-04-10 18:33:13 main:574] : INFO : Epoch 1755 | loss: 0.0311463 | val_loss: 0.0311531 | Time: 1972.62 ms [2022-04-10 18:33:15 main:574] : INFO : Epoch 1756 | loss: 0.031145 | val_loss: 0.0311569 | Time: 1955.35 ms [2022-04-10 18:33:17 main:574] : INFO : Epoch 1757 | loss: 0.0311463 | val_loss: 0.031156 | Time: 1963.63 ms [2022-04-10 18:33:19 main:574] : INFO : Epoch 1758 | loss: 0.031146 | val_loss: 0.0311565 | Time: 1962.88 ms [2022-04-10 18:33:21 main:574] : INFO : Epoch 1759 | loss: 0.0311457 | val_loss: 0.0311565 | Time: 1948.98 ms [2022-04-10 18:33:22 main:574] : INFO : Epoch 1760 | loss: 0.0311451 | val_loss: 0.0311536 | Time: 1912.72 ms [2022-04-10 18:33:24 main:574] : INFO : Epoch 1761 | loss: 0.031146 | val_loss: 0.0311552 | Time: 1948.68 ms [2022-04-10 18:33:26 main:574] : INFO : Epoch 1762 | loss: 0.0311457 | val_loss: 0.0311571 | Time: 1956.03 ms [2022-04-10 18:33:28 main:574] : INFO : Epoch 1763 | loss: 0.0311466 | val_loss: 0.0311551 | Time: 1940.86 ms [2022-04-10 18:33:30 main:574] : INFO : Epoch 1764 | loss: 0.0311457 | val_loss: 0.0311554 | Time: 1955.05 ms [2022-04-10 18:33:32 main:574] : INFO : Epoch 1765 | loss: 0.0311453 | val_loss: 0.0311554 | Time: 1949.79 ms [2022-04-10 18:33:34 main:574] : INFO : Epoch 1766 | loss: 0.0311448 | val_loss: 0.0311549 | Time: 1959.19 ms [2022-04-10 18:33:36 main:574] : INFO : Epoch 1767 | loss: 0.0311495 | val_loss: 0.0311582 | Time: 1962.9 ms [2022-04-10 18:33:38 main:574] : INFO : Epoch 1768 | loss: 0.0311547 | val_loss: 0.0311716 | Time: 1963.59 ms [2022-04-10 18:33:40 main:574] : INFO : Epoch 1769 | loss: 0.0311539 | val_loss: 0.0311574 | Time: 1983.32 ms [2022-04-10 18:33:42 main:574] : INFO : Epoch 1770 | loss: 0.031146 | val_loss: 0.0311595 | Time: 1964.44 ms [2022-04-10 18:33:44 main:574] : INFO : Epoch 1771 | loss: 0.0311475 | val_loss: 0.031157 | Time: 1970.81 ms [2022-04-10 18:33:46 main:574] : INFO : Epoch 1772 | loss: 0.0311455 | val_loss: 0.0311572 | Time: 1957.27 ms [2022-04-10 18:33:48 main:574] : INFO : Epoch 1773 | loss: 0.0311443 | val_loss: 0.0311582 | Time: 1980.15 ms [2022-04-10 18:33:50 main:574] : INFO : Epoch 1774 | loss: 0.0311451 | val_loss: 0.0311576 | Time: 1951.78 ms [2022-04-10 18:33:52 main:574] : INFO : Epoch 1775 | loss: 0.0311449 | val_loss: 0.0311564 | Time: 1969.37 ms [2022-04-10 18:33:54 main:574] : INFO : Epoch 1776 | loss: 0.0311444 | val_loss: 0.0311564 | Time: 1947.52 ms [2022-04-10 18:33:56 main:574] : INFO : Epoch 1777 | loss: 0.0311442 | val_loss: 0.0311552 | Time: 1987.72 ms [2022-04-10 18:33:58 main:574] : INFO : Epoch 1778 | loss: 0.031144 | val_loss: 0.0311575 | Time: 1957.56 ms [2022-04-10 18:34:00 main:574] : INFO : Epoch 1779 | loss: 0.0311442 | val_loss: 0.0311573 | Time: 1988.97 ms [2022-04-10 18:34:02 main:574] : INFO : Epoch 1780 | loss: 0.0311449 | val_loss: 0.0311578 | Time: 1949.67 ms [2022-04-10 18:34:04 main:574] : INFO : Epoch 1781 | loss: 0.0311439 | val_loss: 0.0311585 | Time: 1979.09 ms [2022-04-10 18:34:06 main:574] : INFO : Epoch 1782 | loss: 0.0311438 | val_loss: 0.0311571 | Time: 1954.41 ms [2022-04-10 18:34:08 main:574] : INFO : Epoch 1783 | loss: 0.0311433 | val_loss: 0.031158 | Time: 1971.38 ms [2022-04-10 18:34:10 main:574] : INFO : Epoch 1784 | loss: 0.0311454 | val_loss: 0.0311665 | Time: 1955.4 ms [2022-04-10 18:34:12 main:574] : INFO : Epoch 1785 | loss: 0.0311486 | val_loss: 0.0311584 | Time: 1946.9 ms [2022-04-10 18:34:14 main:574] : INFO : Epoch 1786 | loss: 0.0311471 | val_loss: 0.031169 | Time: 1946.71 ms [2022-04-10 18:34:16 main:574] : INFO : Epoch 1787 | loss: 0.0311504 | val_loss: 0.031166 | Time: 1966.64 ms [2022-04-10 18:34:17 main:574] : INFO : Epoch 1788 | loss: 0.0311451 | val_loss: 0.031156 | Time: 1934.92 ms [2022-04-10 18:34:19 main:574] : INFO : Epoch 1789 | loss: 0.0311447 | val_loss: 0.0311571 | Time: 1959.7 ms [2022-04-10 18:34:21 main:574] : INFO : Epoch 1790 | loss: 0.0311462 | val_loss: 0.0311553 | Time: 1964.14 ms [2022-04-10 18:34:23 main:574] : INFO : Epoch 1791 | loss: 0.0311441 | val_loss: 0.031154 | Time: 1980.84 ms [2022-04-10 18:34:25 main:574] : INFO : Epoch 1792 | loss: 0.0311434 | val_loss: 0.0311567 | Time: 1968.5 ms [2022-04-10 18:34:27 main:574] : INFO : Epoch 1793 | loss: 0.0311431 | val_loss: 0.0311557 | Time: 1965.4 ms [2022-04-10 18:34:29 main:574] : INFO : Epoch 1794 | loss: 0.0311461 | val_loss: 0.0311537 | Time: 1967.88 ms [2022-04-10 18:34:31 main:574] : INFO : Epoch 1795 | loss: 0.0311431 | val_loss: 0.0311547 | Time: 1965.3 ms [2022-04-10 18:34:33 main:574] : INFO : Epoch 1796 | loss: 0.0311439 | val_loss: 0.0311554 | Time: 1962.67 ms [2022-04-10 18:34:35 main:574] : INFO : Epoch 1797 | loss: 0.0311441 | val_loss: 0.0311554 | Time: 1956.31 ms [2022-04-10 18:34:37 main:574] : INFO : Epoch 1798 | loss: 0.031144 | val_loss: 0.0311585 | Time: 1969.68 ms [2022-04-10 18:34:39 main:574] : INFO : Epoch 1799 | loss: 0.0311452 | val_loss: 0.0311557 | Time: 1944.3 ms [2022-04-10 18:34:41 main:574] : INFO : Epoch 1800 | loss: 0.0311468 | val_loss: 0.0311564 | Time: 1964.39 ms [2022-04-10 18:34:43 main:574] : INFO : Epoch 1801 | loss: 0.0311443 | val_loss: 0.0311572 | Time: 1967.31 ms [2022-04-10 18:34:45 main:574] : INFO : Epoch 1802 | loss: 0.0311468 | val_loss: 0.0311555 | Time: 1990.34 ms [2022-04-10 18:34:47 main:574] : INFO : Epoch 1803 | loss: 0.0311467 | val_loss: 0.0311576 | Time: 1966.02 ms [2022-04-10 18:34:49 main:574] : INFO : Epoch 1804 | loss: 0.0311453 | val_loss: 0.0311555 | Time: 1981.22 ms [2022-04-10 18:34:51 main:574] : INFO : Epoch 1805 | loss: 0.031144 | val_loss: 0.031156 | Time: 1965.75 ms [2022-04-10 18:34:53 main:574] : INFO : Epoch 1806 | loss: 0.0311433 | val_loss: 0.0311593 | Time: 1942.69 ms [2022-04-10 18:34:55 main:574] : INFO : Epoch 1807 | loss: 0.0311442 | val_loss: 0.0311576 | Time: 1970.16 ms [2022-04-10 18:34:57 main:574] : INFO : Epoch 1808 | loss: 0.0311426 | val_loss: 0.0311533 | Time: 1968.05 ms [2022-04-10 18:34:59 main:574] : INFO : Epoch 1809 | loss: 0.0311426 | val_loss: 0.0311531 | Time: 2017.29 ms [2022-04-10 18:35:01 main:574] : INFO : Epoch 1810 | loss: 0.0311442 | val_loss: 0.0311533 | Time: 1957.83 ms [2022-04-10 18:35:03 main:574] : INFO : Epoch 1811 | loss: 0.0311439 | val_loss: 0.0311551 | Time: 1957.99 ms [2022-04-10 18:35:05 main:574] : INFO : Epoch 1812 | loss: 0.0311409 | val_loss: 0.0311548 | Time: 1971.62 ms [2022-04-10 18:35:07 main:574] : INFO : Epoch 1813 | loss: 0.031142 | val_loss: 0.0311528 | Time: 1967.06 ms [2022-04-10 18:35:09 main:574] : INFO : Epoch 1814 | loss: 0.031142 | val_loss: 0.0311523 | Time: 1948.97 ms [2022-04-10 18:35:11 main:574] : INFO : Epoch 1815 | loss: 0.0311419 | val_loss: 0.0311526 | Time: 1972.82 ms [2022-04-10 18:35:13 main:574] : INFO : Epoch 1816 | loss: 0.0311422 | val_loss: 0.031154 | Time: 1965.03 ms [2022-04-10 18:35:15 main:574] : INFO : Epoch 1817 | loss: 0.0311406 | val_loss: 0.0311561 | Time: 1980.52 ms [2022-04-10 18:35:17 main:574] : INFO : Epoch 1818 | loss: 0.0311424 | val_loss: 0.0311546 | Time: 1951.6 ms [2022-04-10 18:35:19 main:574] : INFO : Epoch 1819 | loss: 0.0311424 | val_loss: 0.0311525 | Time: 1941.48 ms [2022-04-10 18:35:20 main:574] : INFO : Epoch 1820 | loss: 0.0311423 | val_loss: 0.0311508 | Time: 1934.99 ms [2022-04-10 18:35:22 main:574] : INFO : Epoch 1821 | loss: 0.0311424 | val_loss: 0.0311549 | Time: 1970.35 ms [2022-04-10 18:35:24 main:574] : INFO : Epoch 1822 | loss: 0.0311432 | val_loss: 0.0311569 | Time: 1957.31 ms [2022-04-10 18:35:26 main:574] : INFO : Epoch 1823 | loss: 0.031141 | val_loss: 0.0311544 | Time: 1957.41 ms [2022-04-10 18:35:28 main:574] : INFO : Epoch 1824 | loss: 0.0311441 | val_loss: 0.0311546 | Time: 1948.93 ms [2022-04-10 18:35:30 main:574] : INFO : Epoch 1825 | loss: 0.0311407 | val_loss: 0.0311548 | Time: 1950.8 ms [2022-04-10 18:35:32 main:574] : INFO : Epoch 1826 | loss: 0.0311426 | val_loss: 0.0311563 | Time: 1948.78 ms [2022-04-10 18:35:34 main:574] : INFO : Epoch 1827 | loss: 0.0311435 | val_loss: 0.0311574 | Time: 1969.09 ms [2022-04-10 18:35:36 main:574] : INFO : Epoch 1828 | loss: 0.0311404 | val_loss: 0.0311546 | Time: 1956.64 ms [2022-04-10 18:35:38 main:574] : INFO : Epoch 1829 | loss: 0.031142 | val_loss: 0.031154 | Time: 1959.31 ms [2022-04-10 18:35:40 main:574] : INFO : Epoch 1830 | loss: 0.0311419 | val_loss: 0.0311539 | Time: 1980.93 ms [2022-04-10 18:35:42 main:574] : INFO : Epoch 1831 | loss: 0.0311409 | val_loss: 0.0311567 | Time: 1957.47 ms [2022-04-10 18:35:44 main:574] : INFO : Epoch 1832 | loss: 0.0311446 | val_loss: 0.0311519 | Time: 1951.02 ms [2022-04-10 18:35:46 main:574] : INFO : Epoch 1833 | loss: 0.0311491 | val_loss: 0.0311715 | Time: 1972.14 ms [2022-04-10 18:35:48 main:574] : INFO : Epoch 1834 | loss: 0.0311592 | val_loss: 0.0311604 | Time: 1922.45 ms [2022-04-10 18:35:50 main:574] : INFO : Epoch 1835 | loss: 0.031151 | val_loss: 0.0311564 | Time: 1945.26 ms [2022-04-10 18:35:52 main:574] : INFO : Epoch 1836 | loss: 0.0311499 | val_loss: 0.0311539 | Time: 1990.16 ms [2022-04-10 18:35:54 main:574] : INFO : Epoch 1837 | loss: 0.0311499 | val_loss: 0.031155 | Time: 1938.97 ms [2022-04-10 18:35:56 main:574] : INFO : Epoch 1838 | loss: 0.0311488 | val_loss: 0.0311552 | Time: 1950.49 ms [2022-04-10 18:35:58 main:574] : INFO : Epoch 1839 | loss: 0.031148 | val_loss: 0.0311573 | Time: 1950.96 ms [2022-04-10 18:36:00 main:574] : INFO : Epoch 1840 | loss: 0.0311487 | val_loss: 0.0311601 | Time: 1988.19 ms [2022-04-10 18:36:02 main:574] : INFO : Epoch 1841 | loss: 0.0311477 | val_loss: 0.0311551 | Time: 1938.2 ms [2022-04-10 18:36:04 main:574] : INFO : Epoch 1842 | loss: 0.031145 | val_loss: 0.0311569 | Time: 1948.35 ms [2022-04-10 18:36:06 main:574] : INFO : Epoch 1843 | loss: 0.0311452 | val_loss: 0.0311531 | Time: 2006.5 ms [2022-04-10 18:36:08 main:574] : INFO : Epoch 1844 | loss: 0.0311451 | val_loss: 0.031154 | Time: 1932.29 ms [2022-04-10 18:36:10 main:574] : INFO : Epoch 1845 | loss: 0.0311455 | val_loss: 0.0311555 | Time: 1938.72 ms [2022-04-10 18:36:11 main:574] : INFO : Epoch 1846 | loss: 0.0311438 | val_loss: 0.0311579 | Time: 1953.69 ms [2022-04-10 18:36:13 main:574] : INFO : Epoch 1847 | loss: 0.0311432 | val_loss: 0.0311546 | Time: 1943.99 ms [2022-04-10 18:36:15 main:574] : INFO : Epoch 1848 | loss: 0.0311434 | val_loss: 0.031156 | Time: 1954.83 ms [2022-04-10 18:36:17 main:574] : INFO : Epoch 1849 | loss: 0.0311432 | val_loss: 0.0311579 | Time: 1950.94 ms [2022-04-10 18:36:19 main:574] : INFO : Epoch 1850 | loss: 0.0311436 | val_loss: 0.031156 | Time: 1964.62 ms [2022-04-10 18:36:21 main:574] : INFO : Epoch 1851 | loss: 0.0311412 | val_loss: 0.0311546 | Time: 1958.87 ms [2022-04-10 18:36:23 main:574] : INFO : Epoch 1852 | loss: 0.0311401 | val_loss: 0.0311524 | Time: 1965.85 ms [2022-04-10 18:36:25 main:574] : INFO : Epoch 1853 | loss: 0.0311401 | val_loss: 0.0311538 | Time: 1984.89 ms [2022-04-10 18:36:27 main:574] : INFO : Epoch 1854 | loss: 0.0311414 | val_loss: 0.0311549 | Time: 1934.17 ms [2022-04-10 18:36:29 main:574] : INFO : Epoch 1855 | loss: 0.0311423 | val_loss: 0.0311543 | Time: 1967.21 ms [2022-04-10 18:36:31 main:574] : INFO : Epoch 1856 | loss: 0.0311421 | val_loss: 0.0311556 | Time: 1973.31 ms [2022-04-10 18:36:33 main:574] : INFO : Epoch 1857 | loss: 0.0311423 | val_loss: 0.0311552 | Time: 1982.89 ms [2022-04-10 18:36:35 main:574] : INFO : Epoch 1858 | loss: 0.0311439 | val_loss: 0.0311556 | Time: 1952.31 ms [2022-04-10 18:36:37 main:574] : INFO : Epoch 1859 | loss: 0.0311431 | val_loss: 0.0311549 | Time: 1951.24 ms [2022-04-10 18:36:39 main:574] : INFO : Epoch 1860 | loss: 0.0311433 | val_loss: 0.0311621 | Time: 1943.11 ms [2022-04-10 18:36:41 main:574] : INFO : Epoch 1861 | loss: 0.0311431 | val_loss: 0.031156 | Time: 1944.4 ms [2022-04-10 18:36:43 main:574] : INFO : Epoch 1862 | loss: 0.0311443 | val_loss: 0.0311567 | Time: 1935.51 ms [2022-04-10 18:36:45 main:574] : INFO : Epoch 1863 | loss: 0.0311424 | val_loss: 0.0311583 | Time: 1943.92 ms [2022-04-10 18:36:47 main:574] : INFO : Epoch 1864 | loss: 0.0311429 | val_loss: 0.0311567 | Time: 1945.39 ms [2022-04-10 18:36:49 main:574] : INFO : Epoch 1865 | loss: 0.0311422 | val_loss: 0.0311569 | Time: 1946.64 ms [2022-04-10 18:36:51 main:574] : INFO : Epoch 1866 | loss: 0.0311422 | val_loss: 0.0311648 | Time: 1954.96 ms [2022-04-10 18:36:53 main:574] : INFO : Epoch 1867 | loss: 0.0311448 | val_loss: 0.0311563 | Time: 1951.8 ms [2022-04-10 18:36:55 main:574] : INFO : Epoch 1868 | loss: 0.0311453 | val_loss: 0.0311543 | Time: 1935.87 ms [2022-04-10 18:36:57 main:574] : INFO : Epoch 1869 | loss: 0.0311437 | val_loss: 0.0311548 | Time: 1944.56 ms [2022-04-10 18:36:58 main:574] : INFO : Epoch 1870 | loss: 0.0311443 | val_loss: 0.0311556 | Time: 1964.06 ms [2022-04-10 18:37:00 main:574] : INFO : Epoch 1871 | loss: 0.0311425 | val_loss: 0.0311546 | Time: 1953.39 ms [2022-04-10 18:37:02 main:574] : INFO : Epoch 1872 | loss: 0.0311418 | val_loss: 0.0311548 | Time: 1966.44 ms [2022-04-10 18:37:04 main:574] : INFO : Epoch 1873 | loss: 0.0311401 | val_loss: 0.0311585 | Time: 1938.17 ms [2022-04-10 18:37:06 main:574] : INFO : Epoch 1874 | loss: 0.031142 | val_loss: 0.0311533 | Time: 1957.4 ms [2022-04-10 18:37:08 main:574] : INFO : Epoch 1875 | loss: 0.0311416 | val_loss: 0.0311554 | Time: 1958.03 ms [2022-04-10 18:37:10 main:574] : INFO : Epoch 1876 | loss: 0.0311394 | val_loss: 0.0311567 | Time: 1942.33 ms [2022-04-10 18:37:12 main:574] : INFO : Epoch 1877 | loss: 0.0311409 | val_loss: 0.0311564 | Time: 1956.16 ms [2022-04-10 18:37:14 main:574] : INFO : Epoch 1878 | loss: 0.0311427 | val_loss: 0.0311556 | Time: 1965.44 ms [2022-04-10 18:37:16 main:574] : INFO : Epoch 1879 | loss: 0.0311426 | val_loss: 0.0311524 | Time: 1941.32 ms [2022-04-10 18:37:18 main:574] : INFO : Epoch 1880 | loss: 0.0311507 | val_loss: 0.0311756 | Time: 1962.59 ms [2022-04-10 18:37:20 main:574] : INFO : Epoch 1881 | loss: 0.0342835 | val_loss: 0.0325177 | Time: 1964.53 ms [2022-04-10 18:37:22 main:574] : INFO : Epoch 1882 | loss: 0.0363443 | val_loss: 0.0314871 | Time: 1937.12 ms [2022-04-10 18:37:24 main:574] : INFO : Epoch 1883 | loss: 0.0315632 | val_loss: 0.0312847 | Time: 1954.83 ms [2022-04-10 18:37:26 main:574] : INFO : Epoch 1884 | loss: 0.0312441 | val_loss: 0.0311992 | Time: 1966.86 ms [2022-04-10 18:37:28 main:574] : INFO : Epoch 1885 | loss: 0.0311792 | val_loss: 0.0311732 | Time: 1993.57 ms [2022-04-10 18:37:30 main:574] : INFO : Epoch 1886 | loss: 0.0311621 | val_loss: 0.0311644 | Time: 1936.27 ms [2022-04-10 18:37:32 main:574] : INFO : Epoch 1887 | loss: 0.0311585 | val_loss: 0.0311614 | Time: 1939.85 ms [2022-04-10 18:37:34 main:574] : INFO : Epoch 1888 | loss: 0.0311554 | val_loss: 0.0311602 | Time: 1946.5 ms [2022-04-10 18:37:36 main:574] : INFO : Epoch 1889 | loss: 0.0311568 | val_loss: 0.0311632 | Time: 1963.67 ms [2022-04-10 18:37:38 main:574] : INFO : Epoch 1890 | loss: 0.0311558 | val_loss: 0.0311593 | Time: 1915.85 ms [2022-04-10 18:37:40 main:574] : INFO : Epoch 1891 | loss: 0.0311537 | val_loss: 0.031159 | Time: 1967.36 ms [2022-04-10 18:37:42 main:574] : INFO : Epoch 1892 | loss: 0.0311521 | val_loss: 0.0311582 | Time: 1956.5 ms [2022-04-10 18:37:44 main:574] : INFO : Epoch 1893 | loss: 0.0311516 | val_loss: 0.0311575 | Time: 1949.84 ms [2022-04-10 18:37:45 main:574] : INFO : Epoch 1894 | loss: 0.0311526 | val_loss: 0.0311586 | Time: 1957.23 ms [2022-04-10 18:37:47 main:574] : INFO : Epoch 1895 | loss: 0.0311522 | val_loss: 0.0311577 | Time: 1951.47 ms [2022-04-10 18:37:49 main:574] : INFO : Epoch 1896 | loss: 0.0311512 | val_loss: 0.0311582 | Time: 1973.71 ms [2022-04-10 18:37:51 main:574] : INFO : Epoch 1897 | loss: 0.0311515 | val_loss: 0.0311587 | Time: 1985.76 ms [2022-04-10 18:37:53 main:574] : INFO : Epoch 1898 | loss: 0.0311509 | val_loss: 0.0311579 | Time: 1954.91 ms [2022-04-10 18:37:55 main:574] : INFO : Epoch 1899 | loss: 0.0311506 | val_loss: 0.0311579 | Time: 1953.97 ms [2022-04-10 18:37:57 main:574] : INFO : Epoch 1900 | loss: 0.0311511 | val_loss: 0.0311593 | Time: 1940.89 ms [2022-04-10 18:37:59 main:574] : INFO : Epoch 1901 | loss: 0.0311515 | val_loss: 0.031157 | Time: 1944.68 ms [2022-04-10 18:38:01 main:574] : INFO : Epoch 1902 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 1968.92 ms [2022-04-10 18:38:03 main:574] : INFO : Epoch 1903 | loss: 0.0311514 | val_loss: 0.03116 | Time: 1957.21 ms [2022-04-10 18:38:05 main:574] : INFO : Epoch 1904 | loss: 0.0311501 | val_loss: 0.0311563 | Time: 1972.6 ms [2022-04-10 18:38:07 main:574] : INFO : Epoch 1905 | loss: 0.0311484 | val_loss: 0.0311566 | Time: 1947.64 ms [2022-04-10 18:38:09 main:574] : INFO : Epoch 1906 | loss: 0.0311488 | val_loss: 0.031156 | Time: 1937.84 ms [2022-04-10 18:38:11 main:574] : INFO : Epoch 1907 | loss: 0.0311484 | val_loss: 0.0311568 | Time: 1947.16 ms [2022-04-10 18:38:13 main:574] : INFO : Epoch 1908 | loss: 0.031148 | val_loss: 0.0311553 | Time: 1948.68 ms [2022-04-10 18:38:15 main:574] : INFO : Epoch 1909 | loss: 0.0311484 | val_loss: 0.0311566 | Time: 1946.34 ms [2022-04-10 18:38:17 main:574] : INFO : Epoch 1910 | loss: 0.0311476 | val_loss: 0.0311561 | Time: 1936.66 ms [2022-04-10 18:38:19 main:574] : INFO : Epoch 1911 | loss: 0.0311474 | val_loss: 0.031156 | Time: 1999.86 ms [2022-04-10 18:38:21 main:574] : INFO : Epoch 1912 | loss: 0.0311471 | val_loss: 0.0311544 | Time: 1944.54 ms [2022-04-10 18:38:23 main:574] : INFO : Epoch 1913 | loss: 0.0311489 | val_loss: 0.0311551 | Time: 1966.76 ms [2022-04-10 18:38:25 main:574] : INFO : Epoch 1914 | loss: 0.0311484 | val_loss: 0.031155 | Time: 1947.19 ms [2022-04-10 18:38:27 main:574] : INFO : Epoch 1915 | loss: 0.0311495 | val_loss: 0.0311554 | Time: 1955.9 ms [2022-04-10 18:38:29 main:574] : INFO : Epoch 1916 | loss: 0.0311498 | val_loss: 0.0311546 | Time: 1932.79 ms [2022-04-10 18:38:31 main:574] : INFO : Epoch 1917 | loss: 0.0311489 | val_loss: 0.0311557 | Time: 1958.13 ms [2022-04-10 18:38:33 main:574] : INFO : Epoch 1918 | loss: 0.03115 | val_loss: 0.0311579 | Time: 1976.76 ms [2022-04-10 18:38:35 main:574] : INFO : Epoch 1919 | loss: 0.0311507 | val_loss: 0.0311603 | Time: 1989.36 ms [2022-04-10 18:38:36 main:574] : INFO : Epoch 1920 | loss: 0.0311508 | val_loss: 0.0311624 | Time: 1979.9 ms [2022-04-10 18:38:38 main:574] : INFO : Epoch 1921 | loss: 0.0311519 | val_loss: 0.0311607 | Time: 1998.25 ms [2022-04-10 18:38:40 main:574] : INFO : Epoch 1922 | loss: 0.0311468 | val_loss: 0.031152 | Time: 1992.62 ms [2022-04-10 18:38:42 main:574] : INFO : Epoch 1923 | loss: 0.0311444 | val_loss: 0.0311539 | Time: 1976.75 ms [2022-04-10 18:38:44 main:574] : INFO : Epoch 1924 | loss: 0.0311449 | val_loss: 0.0311584 | Time: 1963.08 ms [2022-04-10 18:38:46 main:574] : INFO : Epoch 1925 | loss: 0.0311447 | val_loss: 0.0311539 | Time: 1968.4 ms [2022-04-10 18:38:48 main:574] : INFO : Epoch 1926 | loss: 0.0311454 | val_loss: 0.0311537 | Time: 1967.8 ms [2022-04-10 18:38:50 main:574] : INFO : Epoch 1927 | loss: 0.0311438 | val_loss: 0.0311493 | Time: 1963.54 ms [2022-04-10 18:38:52 main:574] : INFO : Epoch 1928 | loss: 0.031144 | val_loss: 0.0311497 | Time: 1937.31 ms [2022-04-10 18:38:54 main:574] : INFO : Epoch 1929 | loss: 0.0311429 | val_loss: 0.0311504 | Time: 1937.49 ms [2022-04-10 18:38:56 main:574] : INFO : Epoch 1930 | loss: 0.0311415 | val_loss: 0.0311516 | Time: 1955.9 ms [2022-04-10 18:38:58 main:574] : INFO : Epoch 1931 | loss: 0.0311406 | val_loss: 0.0311539 | Time: 1954.39 ms [2022-04-10 18:39:00 main:574] : INFO : Epoch 1932 | loss: 0.0311419 | val_loss: 0.0311496 | Time: 2040.51 ms [2022-04-10 18:39:02 main:574] : INFO : Epoch 1933 | loss: 0.0311407 | val_loss: 0.0311498 | Time: 1954.62 ms [2022-04-10 18:39:04 main:574] : INFO : Epoch 1934 | loss: 0.0311416 | val_loss: 0.0311505 | Time: 1957.02 ms [2022-04-10 18:39:06 main:574] : INFO : Epoch 1935 | loss: 0.0311424 | val_loss: 0.0311494 | Time: 1957.48 ms [2022-04-10 18:39:08 main:574] : INFO : Epoch 1936 | loss: 0.0311419 | val_loss: 0.0311515 | Time: 1974.85 ms [2022-04-10 18:39:10 main:574] : INFO : Epoch 1937 | loss: 0.0311426 | val_loss: 0.0311518 | Time: 1934.94 ms [2022-04-10 18:39:12 main:574] : INFO : Epoch 1938 | loss: 0.0311435 | val_loss: 0.0311547 | Time: 1978.73 ms [2022-04-10 18:39:14 main:574] : INFO : Epoch 1939 | loss: 0.0311419 | val_loss: 0.0311541 | Time: 1948.94 ms [2022-04-10 18:39:16 main:574] : INFO : Epoch 1940 | loss: 0.031141 | val_loss: 0.0311538 | Time: 1928.74 ms [2022-04-10 18:39:18 main:574] : INFO : Epoch 1941 | loss: 0.0311411 | val_loss: 0.031158 | Time: 1946.68 ms [2022-04-10 18:39:20 main:574] : INFO : Epoch 1942 | loss: 0.0311438 | val_loss: 0.0311507 | Time: 1950.58 ms [2022-04-10 18:39:22 main:574] : INFO : Epoch 1943 | loss: 0.0311406 | val_loss: 0.0311474 | Time: 1925.96 ms [2022-04-10 18:39:24 main:574] : INFO : Epoch 1944 | loss: 0.0311394 | val_loss: 0.0311484 | Time: 1936.57 ms [2022-04-10 18:39:26 main:574] : INFO : Epoch 1945 | loss: 0.0311399 | val_loss: 0.0311513 | Time: 1942.28 ms [2022-04-10 18:39:28 main:574] : INFO : Epoch 1946 | loss: 0.031141 | val_loss: 0.0311522 | Time: 1931.82 ms [2022-04-10 18:39:30 main:574] : INFO : Epoch 1947 | loss: 0.0311377 | val_loss: 0.0311549 | Time: 1972.92 ms [2022-04-10 18:39:31 main:574] : INFO : Epoch 1948 | loss: 0.0311385 | val_loss: 0.0311514 | Time: 1958.74 ms [2022-04-10 18:39:33 main:574] : INFO : Epoch 1949 | loss: 0.0311379 | val_loss: 0.0311504 | Time: 1952.74 ms [2022-04-10 18:39:35 main:574] : INFO : Epoch 1950 | loss: 0.0311388 | val_loss: 0.0311507 | Time: 1967.69 ms [2022-04-10 18:39:37 main:574] : INFO : Epoch 1951 | loss: 0.0311405 | val_loss: 0.0311522 | Time: 1931.5 ms [2022-04-10 18:39:39 main:574] : INFO : Epoch 1952 | loss: 0.0311407 | val_loss: 0.0311528 | Time: 1958.06 ms [2022-04-10 18:39:41 main:574] : INFO : Epoch 1953 | loss: 0.031141 | val_loss: 0.0311506 | Time: 1975.57 ms [2022-04-10 18:39:43 main:574] : INFO : Epoch 1954 | loss: 0.0311429 | val_loss: 0.0311515 | Time: 1974.74 ms [2022-04-10 18:39:45 main:574] : INFO : Epoch 1955 | loss: 0.0311416 | val_loss: 0.0311527 | Time: 1960.49 ms [2022-04-10 18:39:47 main:574] : INFO : Epoch 1956 | loss: 0.0311442 | val_loss: 0.0311543 | Time: 1943.43 ms [2022-04-10 18:39:49 main:574] : INFO : Epoch 1957 | loss: 0.031143 | val_loss: 0.031153 | Time: 1943.17 ms [2022-04-10 18:39:51 main:574] : INFO : Epoch 1958 | loss: 0.0311427 | val_loss: 0.0311545 | Time: 1961.49 ms [2022-04-10 18:39:53 main:574] : INFO : Epoch 1959 | loss: 0.0311409 | val_loss: 0.0311524 | Time: 2005.37 ms [2022-04-10 18:39:55 main:574] : INFO : Epoch 1960 | loss: 0.0311392 | val_loss: 0.0311505 | Time: 1972.47 ms [2022-04-10 18:39:57 main:574] : INFO : Epoch 1961 | loss: 0.0311393 | val_loss: 0.0311506 | Time: 1938.17 ms [2022-04-10 18:39:59 main:574] : INFO : Epoch 1962 | loss: 0.0311405 | val_loss: 0.0311518 | Time: 1933.76 ms [2022-04-10 18:40:01 main:574] : INFO : Epoch 1963 | loss: 0.0311387 | val_loss: 0.0311547 | Time: 1966.82 ms [2022-04-10 18:40:03 main:574] : INFO : Epoch 1964 | loss: 0.0311383 | val_loss: 0.0311507 | Time: 1962.23 ms [2022-04-10 18:40:05 main:574] : INFO : Epoch 1965 | loss: 0.031139 | val_loss: 0.0311541 | Time: 1974.71 ms [2022-04-10 18:40:07 main:574] : INFO : Epoch 1966 | loss: 0.0311389 | val_loss: 0.0311491 | Time: 1934.81 ms [2022-04-10 18:40:09 main:574] : INFO : Epoch 1967 | loss: 0.0311375 | val_loss: 0.0311504 | Time: 1950.7 ms [2022-04-10 18:40:11 main:574] : INFO : Epoch 1968 | loss: 0.0311393 | val_loss: 0.0311506 | Time: 1961.77 ms [2022-04-10 18:40:13 main:574] : INFO : Epoch 1969 | loss: 0.0311383 | val_loss: 0.0311503 | Time: 1930.5 ms [2022-04-10 18:40:15 main:574] : INFO : Epoch 1970 | loss: 0.031141 | val_loss: 0.0311573 | Time: 1959.56 ms [2022-04-10 18:40:17 main:574] : INFO : Epoch 1971 | loss: 0.0311436 | val_loss: 0.0311506 | Time: 1948.39 ms [2022-04-10 18:40:19 main:574] : INFO : Epoch 1972 | loss: 0.0311397 | val_loss: 0.0311542 | Time: 1957.82 ms [2022-04-10 18:40:20 main:574] : INFO : Epoch 1973 | loss: 0.0311406 | val_loss: 0.031157 | Time: 1954.14 ms [2022-04-10 18:40:23 main:574] : INFO : Epoch 1974 | loss: 0.0311402 | val_loss: 0.0311511 | Time: 2062.99 ms [2022-04-10 18:40:25 main:574] : INFO : Epoch 1975 | loss: 0.0311391 | val_loss: 0.0311518 | Time: 1979.7 ms [2022-04-10 18:40:27 main:574] : INFO : Epoch 1976 | loss: 0.0311381 | val_loss: 0.0311528 | Time: 1970.48 ms [2022-04-10 18:40:28 main:574] : INFO : Epoch 1977 | loss: 0.0311384 | val_loss: 0.031153 | Time: 1958.76 ms [2022-04-10 18:40:30 main:574] : INFO : Epoch 1978 | loss: 0.031141 | val_loss: 0.0311537 | Time: 1966.6 ms [2022-04-10 18:40:32 main:574] : INFO : Epoch 1979 | loss: 0.0311421 | val_loss: 0.0311521 | Time: 1936.13 ms [2022-04-10 18:40:34 main:574] : INFO : Epoch 1980 | loss: 0.0311414 | val_loss: 0.0311531 | Time: 1929.88 ms [2022-04-10 18:40:36 main:574] : INFO : Epoch 1981 | loss: 0.0311423 | val_loss: 0.0311559 | Time: 1996.4 ms [2022-04-10 18:40:38 main:574] : INFO : Epoch 1982 | loss: 0.0311437 | val_loss: 0.0311578 | Time: 2005.57 ms [2022-04-10 18:40:40 main:574] : INFO : Epoch 1983 | loss: 0.0311479 | val_loss: 0.0311565 | Time: 1938.85 ms [2022-04-10 18:40:42 main:574] : INFO : Epoch 1984 | loss: 0.0311487 | val_loss: 0.0311559 | Time: 1980.02 ms [2022-04-10 18:40:44 main:574] : INFO : Epoch 1985 | loss: 0.0311439 | val_loss: 0.0311556 | Time: 1945.5 ms [2022-04-10 18:40:46 main:574] : INFO : Epoch 1986 | loss: 0.0311433 | val_loss: 0.0311537 | Time: 1943.56 ms [2022-04-10 18:40:48 main:574] : INFO : Epoch 1987 | loss: 0.0311444 | val_loss: 0.0311528 | Time: 1943.25 ms [2022-04-10 18:40:50 main:574] : INFO : Epoch 1988 | loss: 0.0311469 | val_loss: 0.0311504 | Time: 1959.58 ms [2022-04-10 18:40:52 main:574] : INFO : Epoch 1989 | loss: 0.0311438 | val_loss: 0.0311539 | Time: 1972 ms [2022-04-10 18:40:54 main:574] : INFO : Epoch 1990 | loss: 0.0311449 | val_loss: 0.0311542 | Time: 1955.62 ms [2022-04-10 18:40:56 main:574] : INFO : Epoch 1991 | loss: 0.0311418 | val_loss: 0.0311516 | Time: 1957.77 ms [2022-04-10 18:40:58 main:574] : INFO : Epoch 1992 | loss: 0.0311401 | val_loss: 0.0311518 | Time: 1956.96 ms [2022-04-10 18:41:00 main:574] : INFO : Epoch 1993 | loss: 0.0311409 | val_loss: 0.0311541 | Time: 1946.51 ms [2022-04-10 18:41:02 main:574] : INFO : Epoch 1994 | loss: 0.0311419 | val_loss: 0.0311523 | Time: 1970.94 ms [2022-04-10 18:41:04 main:574] : INFO : Epoch 1995 | loss: 0.0311412 | val_loss: 0.0311539 | Time: 1963.16 ms [2022-04-10 18:41:06 main:574] : INFO : Epoch 1996 | loss: 0.0311431 | val_loss: 0.0311543 | Time: 1961.17 ms [2022-04-10 18:41:08 main:574] : INFO : Epoch 1997 | loss: 0.031142 | val_loss: 0.031152 | Time: 1932.69 ms [2022-04-10 18:41:10 main:574] : INFO : Epoch 1998 | loss: 0.0311417 | val_loss: 0.0311525 | Time: 2000.24 ms [2022-04-10 18:41:12 main:574] : INFO : Epoch 1999 | loss: 0.0311426 | val_loss: 0.0311549 | Time: 1953.33 ms [2022-04-10 18:41:14 main:574] : INFO : Epoch 2000 | loss: 0.0311444 | val_loss: 0.0311539 | Time: 1940.6 ms [2022-04-10 18:41:16 main:574] : INFO : Epoch 2001 | loss: 0.0311432 | val_loss: 0.0311568 | Time: 1959.64 ms [2022-04-10 18:41:18 main:574] : INFO : Epoch 2002 | loss: 0.0311434 | val_loss: 0.0311544 | Time: 1973.07 ms [2022-04-10 18:41:20 main:574] : INFO : Epoch 2003 | loss: 0.031142 | val_loss: 0.0311531 | Time: 1979.43 ms [2022-04-10 18:41:22 main:574] : INFO : Epoch 2004 | loss: 0.0311438 | val_loss: 0.0311533 | Time: 1930.33 ms [2022-04-10 18:41:23 main:574] : INFO : Epoch 2005 | loss: 0.0311424 | val_loss: 0.0311535 | Time: 1972.47 ms [2022-04-10 18:41:25 main:574] : INFO : Epoch 2006 | loss: 0.031142 | val_loss: 0.0311519 | Time: 1941.64 ms [2022-04-10 18:41:27 main:574] : INFO : Epoch 2007 | loss: 0.0311411 | val_loss: 0.0311528 | Time: 1942.3 ms [2022-04-10 18:41:29 main:574] : INFO : Epoch 2008 | loss: 0.0311417 | val_loss: 0.0311537 | Time: 1960.02 ms [2022-04-10 18:41:31 main:574] : INFO : Epoch 2009 | loss: 0.0311443 | val_loss: 0.0311592 | Time: 1947.88 ms [2022-04-10 18:41:33 main:574] : INFO : Epoch 2010 | loss: 0.0311478 | val_loss: 0.031162 | Time: 1974.04 ms [2022-04-10 18:41:35 main:574] : INFO : Epoch 2011 | loss: 0.0311449 | val_loss: 0.0311524 | Time: 1943.59 ms [2022-04-10 18:41:37 main:574] : INFO : Epoch 2012 | loss: 0.0311428 | val_loss: 0.031153 | Time: 1948.63 ms [2022-04-10 18:41:39 main:574] : INFO : Epoch 2013 | loss: 0.0311419 | val_loss: 0.0311521 | Time: 1962.84 ms [2022-04-10 18:41:41 main:574] : INFO : Epoch 2014 | loss: 0.0311406 | val_loss: 0.0311532 | Time: 1951.71 ms [2022-04-10 18:41:43 main:574] : INFO : Epoch 2015 | loss: 0.0311425 | val_loss: 0.0311527 | Time: 1975.24 ms [2022-04-10 18:41:45 main:574] : INFO : Epoch 2016 | loss: 0.0311431 | val_loss: 0.0311506 | Time: 1959.96 ms [2022-04-10 18:41:47 main:574] : INFO : Epoch 2017 | loss: 0.0311433 | val_loss: 0.0311509 | Time: 1959.24 ms [2022-04-10 18:41:49 main:574] : INFO : Epoch 2018 | loss: 0.0311423 | val_loss: 0.0311535 | Time: 1952.53 ms [2022-04-10 18:41:51 main:574] : INFO : Epoch 2019 | loss: 0.0311437 | val_loss: 0.0311543 | Time: 1996.39 ms [2022-04-10 18:41:53 main:574] : INFO : Epoch 2020 | loss: 0.0311432 | val_loss: 0.0311549 | Time: 1991.09 ms [2022-04-10 18:41:55 main:574] : INFO : Epoch 2021 | loss: 0.0311444 | val_loss: 0.0311537 | Time: 1945.83 ms [2022-04-10 18:41:57 main:574] : INFO : Epoch 2022 | loss: 0.0311428 | val_loss: 0.0311552 | Time: 1959.23 ms [2022-04-10 18:41:59 main:574] : INFO : Epoch 2023 | loss: 0.0311434 | val_loss: 0.0311546 | Time: 1920.27 ms [2022-04-10 18:42:01 main:574] : INFO : Epoch 2024 | loss: 0.0311422 | val_loss: 0.0311496 | Time: 1951.76 ms [2022-04-10 18:42:03 main:574] : INFO : Epoch 2025 | loss: 0.0311434 | val_loss: 0.0311496 | Time: 1966.6 ms [2022-04-10 18:42:05 main:574] : INFO : Epoch 2026 | loss: 0.0311409 | val_loss: 0.0311518 | Time: 1958.76 ms [2022-04-10 18:42:07 main:574] : INFO : Epoch 2027 | loss: 0.0311409 | val_loss: 0.0311512 | Time: 1972.86 ms [2022-04-10 18:42:09 main:574] : INFO : Epoch 2028 | loss: 0.0311404 | val_loss: 0.0311532 | Time: 1936.9 ms [2022-04-10 18:42:11 main:574] : INFO : Epoch 2029 | loss: 0.0311425 | val_loss: 0.0311533 | Time: 1929.35 ms [2022-04-10 18:42:13 main:574] : INFO : Epoch 2030 | loss: 0.0311392 | val_loss: 0.0311533 | Time: 1969.91 ms [2022-04-10 18:42:14 main:574] : INFO : Epoch 2031 | loss: 0.0311387 | val_loss: 0.0311531 | Time: 1941.57 ms [2022-04-10 18:42:16 main:574] : INFO : Epoch 2032 | loss: 0.0311388 | val_loss: 0.0311508 | Time: 1957.98 ms [2022-04-10 18:42:18 main:574] : INFO : Epoch 2033 | loss: 0.0311407 | val_loss: 0.0311524 | Time: 1955.94 ms [2022-04-10 18:42:20 main:574] : INFO : Epoch 2034 | loss: 0.0311388 | val_loss: 0.0311518 | Time: 1956.36 ms [2022-04-10 18:42:22 main:574] : INFO : Epoch 2035 | loss: 0.0311402 | val_loss: 0.0311554 | Time: 1986.93 ms [2022-04-10 18:42:24 main:574] : INFO : Epoch 2036 | loss: 0.0311386 | val_loss: 0.03115 | Time: 1975.12 ms [2022-04-10 18:42:26 main:574] : INFO : Epoch 2037 | loss: 0.0311413 | val_loss: 0.0311503 | Time: 1947.82 ms [2022-04-10 18:42:28 main:574] : INFO : Epoch 2038 | loss: 0.03114 | val_loss: 0.0311494 | Time: 1969.23 ms [2022-04-10 18:42:30 main:574] : INFO : Epoch 2039 | loss: 0.0311389 | val_loss: 0.0311491 | Time: 1969.48 ms [2022-04-10 18:42:32 main:574] : INFO : Epoch 2040 | loss: 0.0311397 | val_loss: 0.0311499 | Time: 1966.22 ms [2022-04-10 18:42:34 main:574] : INFO : Epoch 2041 | loss: 0.0311385 | val_loss: 0.0311499 | Time: 1983.05 ms [2022-04-10 18:42:36 main:574] : INFO : Epoch 2042 | loss: 0.0311389 | val_loss: 0.0311487 | Time: 1966.87 ms [2022-04-10 18:42:38 main:574] : INFO : Epoch 2043 | loss: 0.0311378 | val_loss: 0.0311483 | Time: 1967.72 ms [2022-04-10 18:42:40 main:574] : INFO : Epoch 2044 | loss: 0.0311372 | val_loss: 0.031148 | Time: 1961.3 ms [2022-04-10 18:42:42 main:574] : INFO : Epoch 2045 | loss: 0.0311381 | val_loss: 0.0311537 | Time: 1985.01 ms [2022-04-10 18:42:44 main:574] : INFO : Epoch 2046 | loss: 0.0311408 | val_loss: 0.0311491 | Time: 1952.56 ms [2022-04-10 18:42:46 main:574] : INFO : Epoch 2047 | loss: 0.0311417 | val_loss: 0.0311501 | Time: 1970.67 ms [2022-04-10 18:42:48 main:574] : INFO : Epoch 2048 | loss: 0.0311415 | val_loss: 0.0311472 | Time: 1992.8 ms [2022-04-10 18:42:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311472 [2022-04-10 18:42:48 main:603] : INFO : Saving end state to config to file [2022-04-10 18:42:48 main:608] : INFO : Success, exiting.. 18:42:48 (30784): 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)