Task 8588431
| Name | ParityModified-1634618326-12564-3_1 |
| Workunit | 6021600 |
| Created | 2 Nov 2021, 7:24:13 UTC |
| Sent | 2 Nov 2021, 8:58:52 UTC |
| Report deadline | 9 Nov 2021, 8:58:52 UTC |
| Received | 2 Nov 2021, 10:06:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 281 |
| Run time | 1 hours 6 min 20 sec |
| CPU time | 1 hours 6 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,763.16 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ms [2021-11-02 09:50:11 main:581] : INFO : Epoch 1538 | loss: 0.0311405 | val_loss: 0.0311471 | Time: 1947.57 ms [2021-11-02 09:50:13 main:581] : INFO : Epoch 1539 | loss: 0.0311399 | val_loss: 0.0311481 | Time: 1939.57 ms [2021-11-02 09:50:15 main:581] : INFO : Epoch 1540 | loss: 0.0311434 | val_loss: 0.0311575 | Time: 1930.09 ms [2021-11-02 09:50:17 main:581] : INFO : Epoch 1541 | loss: 0.031147 | val_loss: 0.0311611 | Time: 1922.31 ms [2021-11-02 09:50:19 main:581] : INFO : Epoch 1542 | loss: 0.0311478 | val_loss: 0.0311546 | Time: 1927.3 ms [2021-11-02 09:50:21 main:581] : INFO : Epoch 1543 | loss: 0.0311457 | val_loss: 0.0311565 | Time: 1924.62 ms [2021-11-02 09:50:23 main:581] : INFO : Epoch 1544 | loss: 0.0311453 | val_loss: 0.031156 | Time: 1928.8 ms [2021-11-02 09:50:25 main:581] : INFO : Epoch 1545 | loss: 0.0311441 | val_loss: 0.0311585 | Time: 1926.84 ms [2021-11-02 09:50:26 main:581] : INFO : Epoch 1546 | loss: 0.031144 | val_loss: 0.0311561 | Time: 1930.03 ms [2021-11-02 09:50:28 main:581] : INFO : Epoch 1547 | loss: 0.031144 | val_loss: 0.0311553 | Time: 1927.69 ms [2021-11-02 09:50:30 main:581] : INFO : Epoch 1548 | loss: 0.0311611 | val_loss: 0.0311639 | Time: 1931.81 ms [2021-11-02 09:50:32 main:581] : INFO : Epoch 1549 | loss: 0.0311647 | val_loss: 0.0311632 | Time: 1929.38 ms [2021-11-02 09:50:34 main:581] : INFO : Epoch 1550 | loss: 0.0311627 | val_loss: 0.0311607 | Time: 1927.35 ms [2021-11-02 09:50:36 main:581] : INFO : Epoch 1551 | loss: 0.0311598 | val_loss: 0.0311596 | Time: 1925.1 ms [2021-11-02 09:50:38 main:581] : INFO : Epoch 1552 | loss: 0.0311565 | val_loss: 0.0311585 | Time: 1934.37 ms [2021-11-02 09:50:40 main:581] : INFO : Epoch 1553 | loss: 0.0311539 | val_loss: 0.0311573 | Time: 1934.4 ms [2021-11-02 09:50:42 main:581] : INFO : Epoch 1554 | loss: 0.0311539 | val_loss: 0.0311557 | Time: 1935.77 ms [2021-11-02 09:50:44 main:581] : INFO : Epoch 1555 | loss: 0.0311545 | val_loss: 0.0311575 | Time: 1951.21 ms [2021-11-02 09:50:46 main:581] : INFO : Epoch 1556 | loss: 0.0311516 | val_loss: 0.0311585 | Time: 1942.95 ms [2021-11-02 09:50:48 main:581] : INFO : Epoch 1557 | loss: 0.0311513 | val_loss: 0.0311562 | Time: 1935.1 ms [2021-11-02 09:50:50 main:581] : INFO : Epoch 1558 | loss: 0.0311498 | val_loss: 0.0311588 | Time: 1936.46 ms [2021-11-02 09:50:52 main:581] : INFO : Epoch 1559 | loss: 0.031151 | val_loss: 0.031161 | Time: 1937.78 ms [2021-11-02 09:50:54 main:581] : INFO : Epoch 1560 | loss: 0.031153 | val_loss: 0.0311582 | Time: 1937.85 ms [2021-11-02 09:50:55 main:581] : INFO : Epoch 1561 | loss: 0.0311527 | val_loss: 0.0311582 | Time: 1938.28 ms [2021-11-02 09:50:57 main:581] : INFO : Epoch 1562 | loss: 0.031152 | val_loss: 0.0311595 | Time: 1936.78 ms [2021-11-02 09:50:59 main:581] : INFO : Epoch 1563 | loss: 0.0311527 | val_loss: 0.0311595 | Time: 1932.45 ms [2021-11-02 09:51:01 main:581] : INFO : Epoch 1564 | loss: 0.0311538 | val_loss: 0.0311664 | Time: 1940.76 ms [2021-11-02 09:51:03 main:581] : INFO : Epoch 1565 | loss: 0.0311527 | val_loss: 0.0311588 | Time: 1939.21 ms [2021-11-02 09:51:05 main:581] : INFO : Epoch 1566 | loss: 0.0311501 | val_loss: 0.0311596 | Time: 1935.7 ms [2021-11-02 09:51:07 main:581] : INFO : Epoch 1567 | loss: 0.0311487 | val_loss: 0.0311588 | Time: 1938.43 ms [2021-11-02 09:51:09 main:581] : INFO : Epoch 1568 | loss: 0.0311502 | val_loss: 0.0311577 | Time: 1950 ms [2021-11-02 09:51:11 main:581] : INFO : Epoch 1569 | loss: 0.0311506 | val_loss: 0.0311591 | Time: 1964.03 ms [2021-11-02 09:51:13 main:581] : INFO : Epoch 1570 | loss: 0.0311537 | val_loss: 0.0311669 | Time: 1964.71 ms [2021-11-02 09:51:15 main:581] : INFO : Epoch 1571 | loss: 0.0311523 | val_loss: 0.0311592 | Time: 1977.08 ms [2021-11-02 09:51:17 main:581] : INFO : Epoch 1572 | loss: 0.0311492 | val_loss: 0.0311571 | Time: 1945.49 ms [2021-11-02 09:51:19 main:581] : INFO : Epoch 1573 | loss: 0.0311479 | val_loss: 0.0311587 | Time: 1943.29 ms [2021-11-02 09:51:21 main:581] : INFO : Epoch 1574 | loss: 0.031149 | val_loss: 0.0311613 | Time: 1936.61 ms [2021-11-02 09:51:23 main:581] : INFO : Epoch 1575 | loss: 0.0311536 | val_loss: 0.031157 | Time: 1935.48 ms [2021-11-02 09:51:25 main:581] : INFO : Epoch 1576 | loss: 0.0311503 | val_loss: 0.0311545 | Time: 1939.33 ms [2021-11-02 09:51:27 main:581] : INFO : Epoch 1577 | loss: 0.0311525 | val_loss: 0.0311619 | Time: 1935.85 ms [2021-11-02 09:51:29 main:581] : INFO : Epoch 1578 | loss: 0.0311506 | val_loss: 0.0311538 | Time: 1940.35 ms [2021-11-02 09:51:30 main:581] : INFO : Epoch 1579 | loss: 0.0311493 | val_loss: 0.0311536 | Time: 1948.39 ms [2021-11-02 09:51:32 main:581] : INFO : Epoch 1580 | loss: 0.0311489 | val_loss: 0.0311526 | Time: 1941.05 ms [2021-11-02 09:51:34 main:581] : INFO : Epoch 1581 | loss: 0.0311482 | val_loss: 0.031153 | Time: 1934.37 ms [2021-11-02 09:51:36 main:581] : INFO : Epoch 1582 | loss: 0.0311473 | val_loss: 0.0311525 | Time: 1927.83 ms [2021-11-02 09:51:38 main:581] : INFO : Epoch 1583 | loss: 0.031148 | val_loss: 0.0311532 | Time: 1927.06 ms [2021-11-02 09:51:40 main:581] : INFO : Epoch 1584 | loss: 0.0311463 | val_loss: 0.0311536 | Time: 1945.46 ms [2021-11-02 09:51:42 main:581] : INFO : Epoch 1585 | loss: 0.0311474 | val_loss: 0.0311546 | Time: 1943.4 ms [2021-11-02 09:51:44 main:581] : INFO : Epoch 1586 | loss: 0.0311464 | val_loss: 0.0311553 | Time: 1931.84 ms [2021-11-02 09:51:46 main:581] : INFO : Epoch 1587 | loss: 0.0311453 | val_loss: 0.0311514 | Time: 1929.1 ms [2021-11-02 09:51:48 main:581] : INFO : Epoch 1588 | loss: 0.0311447 | val_loss: 0.0311515 | Time: 1924.52 ms [2021-11-02 09:51:50 main:581] : INFO : Epoch 1589 | loss: 0.0311475 | val_loss: 0.0311555 | Time: 1931.84 ms [2021-11-02 09:51:52 main:581] : INFO : Epoch 1590 | loss: 0.0311531 | val_loss: 0.0311568 | Time: 1944.19 ms [2021-11-02 09:51:54 main:581] : INFO : Epoch 1591 | loss: 0.0311488 | val_loss: 0.031152 | Time: 1934.98 ms [2021-11-02 09:51:56 main:581] : INFO : Epoch 1592 | loss: 0.0311464 | val_loss: 0.031152 | Time: 1926.62 ms [2021-11-02 09:51:58 main:581] : INFO : Epoch 1593 | loss: 0.031149 | val_loss: 0.0311508 | Time: 1926.08 ms [2021-11-02 09:51:59 main:581] : INFO : Epoch 1594 | loss: 0.0311467 | val_loss: 0.0311518 | Time: 1922.9 ms [2021-11-02 09:52:01 main:581] : INFO : Epoch 1595 | loss: 0.0311439 | val_loss: 0.0311524 | Time: 1923.53 ms [2021-11-02 09:52:03 main:581] : INFO : Epoch 1596 | loss: 0.0311439 | val_loss: 0.0311538 | Time: 1928.7 ms [2021-11-02 09:52:05 main:581] : INFO : Epoch 1597 | loss: 0.0311451 | val_loss: 0.0311538 | Time: 1925.08 ms [2021-11-02 09:52:07 main:581] : INFO : Epoch 1598 | loss: 0.0311444 | val_loss: 0.0311487 | Time: 1922.87 ms [2021-11-02 09:52:09 main:581] : INFO : Epoch 1599 | loss: 0.0311443 | val_loss: 0.0311487 | Time: 1942.21 ms [2021-11-02 09:52:11 main:581] : INFO : Epoch 1600 | loss: 0.0311445 | val_loss: 0.0311512 | Time: 1920.22 ms [2021-11-02 09:52:13 main:581] : INFO : Epoch 1601 | loss: 0.0311451 | val_loss: 0.0311505 | Time: 1933.39 ms [2021-11-02 09:52:15 main:581] : INFO : Epoch 1602 | loss: 0.0311434 | val_loss: 0.0311489 | Time: 1972.47 ms [2021-11-02 09:52:17 main:581] : INFO : Epoch 1603 | loss: 0.0311417 | val_loss: 0.0311515 | Time: 1939.81 ms [2021-11-02 09:52:19 main:581] : INFO : Epoch 1604 | loss: 0.0311424 | val_loss: 0.0311522 | Time: 1939.48 ms [2021-11-02 09:52:21 main:581] : INFO : Epoch 1605 | loss: 0.0311425 | val_loss: 0.0311483 | Time: 1948.89 ms [2021-11-02 09:52:23 main:581] : INFO : Epoch 1606 | loss: 0.0311419 | val_loss: 0.0311472 | Time: 1936.61 ms [2021-11-02 09:52:25 main:581] : INFO : Epoch 1607 | loss: 0.0311416 | val_loss: 0.0311492 | Time: 1948.32 ms [2021-11-02 09:52:27 main:581] : INFO : Epoch 1608 | loss: 0.031143 | val_loss: 0.031148 | Time: 1971.28 ms [2021-11-02 09:52:29 main:581] : INFO : Epoch 1609 | loss: 0.0311418 | val_loss: 0.0311482 | Time: 1948.7 ms [2021-11-02 09:52:31 main:581] : INFO : Epoch 1610 | loss: 0.0311403 | val_loss: 0.0311544 | Time: 1943.93 ms [2021-11-02 09:52:32 main:581] : INFO : Epoch 1611 | loss: 0.0311415 | val_loss: 0.0311509 | Time: 1943.04 ms [2021-11-02 09:52:34 main:581] : INFO : Epoch 1612 | loss: 0.0311446 | val_loss: 0.0311536 | Time: 1953.29 ms [2021-11-02 09:52:36 main:581] : INFO : Epoch 1613 | loss: 0.0311456 | val_loss: 0.0311531 | Time: 1943.42 ms [2021-11-02 09:52:38 main:581] : INFO : Epoch 1614 | loss: 0.0311427 | val_loss: 0.0311536 | Time: 1939.3 ms [2021-11-02 09:52:40 main:581] : INFO : Epoch 1615 | loss: 0.0311409 | val_loss: 0.0311503 | Time: 1938.93 ms [2021-11-02 09:52:42 main:581] : INFO : Epoch 1616 | loss: 0.031141 | val_loss: 0.0311513 | Time: 1941.35 ms [2021-11-02 09:52:44 main:581] : INFO : Epoch 1617 | loss: 0.0311417 | val_loss: 0.0311568 | Time: 1952.44 ms [2021-11-02 09:52:46 main:581] : INFO : Epoch 1618 | loss: 0.0311407 | val_loss: 0.0311486 | Time: 1967.19 ms [2021-11-02 09:52:48 main:581] : INFO : Epoch 1619 | loss: 0.0311392 | val_loss: 0.0311474 | Time: 1943.82 ms [2021-11-02 09:52:50 main:581] : INFO : Epoch 1620 | loss: 0.031139 | val_loss: 0.0311469 | Time: 1937.84 ms [2021-11-02 09:52:52 main:581] : INFO : Epoch 1621 | loss: 0.0311389 | val_loss: 0.0311482 | Time: 1942.24 ms [2021-11-02 09:52:54 main:581] : INFO : Epoch 1622 | loss: 0.031141 | val_loss: 0.0311478 | Time: 1942.67 ms [2021-11-02 09:52:56 main:581] : INFO : Epoch 1623 | loss: 0.0311392 | val_loss: 0.0311466 | Time: 1942.85 ms [2021-11-02 09:52:58 main:581] : INFO : Epoch 1624 | loss: 0.0311397 | val_loss: 0.031148 | Time: 1938.61 ms [2021-11-02 09:53:00 main:581] : INFO : Epoch 1625 | loss: 0.0311377 | val_loss: 0.0311477 | Time: 1940.22 ms [2021-11-02 09:53:02 main:581] : INFO : Epoch 1626 | loss: 0.0311369 | val_loss: 0.0311465 | Time: 1940.48 ms [2021-11-02 09:53:04 main:581] : INFO : Epoch 1627 | loss: 0.0311383 | val_loss: 0.031146 | Time: 1952.27 ms [2021-11-02 09:53:06 main:581] : INFO : Epoch 1628 | loss: 0.0311377 | val_loss: 0.0311483 | Time: 1963.15 ms [2021-11-02 09:53:07 main:581] : INFO : Epoch 1629 | loss: 0.0311397 | val_loss: 0.0311524 | Time: 1946.76 ms [2021-11-02 09:53:09 main:581] : INFO : Epoch 1630 | loss: 0.0311414 | val_loss: 0.0311477 | Time: 1963.51 ms [2021-11-02 09:53:11 main:581] : INFO : Epoch 1631 | loss: 0.0311376 | val_loss: 0.0311476 | Time: 1947.21 ms [2021-11-02 09:53:13 main:581] : INFO : Epoch 1632 | loss: 0.0311407 | val_loss: 0.0311568 | Time: 1939.85 ms [2021-11-02 09:53:15 main:581] : INFO : Epoch 1633 | loss: 0.0311481 | val_loss: 0.0311573 | Time: 1962.36 ms [2021-11-02 09:53:17 main:581] : INFO : Epoch 1634 | loss: 0.0311454 | val_loss: 0.0311554 | Time: 1945.19 ms [2021-11-02 09:53:19 main:581] : INFO : Epoch 1635 | loss: 0.0311523 | val_loss: 0.0311666 | Time: 1958.65 ms [2021-11-02 09:53:21 main:581] : INFO : Epoch 1636 | loss: 0.0311583 | val_loss: 0.0311591 | Time: 1942.48 ms [2021-11-02 09:53:23 main:581] : INFO : Epoch 1637 | loss: 0.0311432 | val_loss: 0.0311511 | Time: 1940.32 ms [2021-11-02 09:53:25 main:581] : INFO : Epoch 1638 | loss: 0.0311407 | val_loss: 0.0311484 | Time: 1949.58 ms [2021-11-02 09:53:27 main:581] : INFO : Epoch 1639 | loss: 0.031141 | val_loss: 0.031148 | Time: 1945.13 ms [2021-11-02 09:53:29 main:581] : INFO : Epoch 1640 | loss: 0.0311398 | val_loss: 0.0311479 | Time: 1952.83 ms [2021-11-02 09:53:31 main:581] : INFO : Epoch 1641 | loss: 0.0311391 | val_loss: 0.0311489 | Time: 1959.64 ms [2021-11-02 09:53:33 main:581] : INFO : Epoch 1642 | loss: 0.031138 | val_loss: 0.0311523 | Time: 1940.67 ms [2021-11-02 09:53:35 main:581] : INFO : Epoch 1643 | loss: 0.0311377 | val_loss: 0.0311487 | Time: 1952.71 ms [2021-11-02 09:53:37 main:581] : INFO : Epoch 1644 | loss: 0.0311375 | val_loss: 0.0311487 | Time: 1939.22 ms [2021-11-02 09:53:39 main:581] : INFO : Epoch 1645 | loss: 0.0311377 | val_loss: 0.0311502 | Time: 1940.21 ms [2021-11-02 09:53:41 main:581] : INFO : Epoch 1646 | loss: 0.0311372 | val_loss: 0.0311499 | Time: 1946.85 ms [2021-11-02 09:53:43 main:581] : INFO : Epoch 1647 | loss: 0.0311408 | val_loss: 0.0311538 | Time: 1935.46 ms [2021-11-02 09:53:45 main:581] : INFO : Epoch 1648 | loss: 0.0311442 | val_loss: 0.031151 | Time: 1938.72 ms [2021-11-02 09:53:46 main:581] : INFO : Epoch 1649 | loss: 0.0311402 | val_loss: 0.0311508 | Time: 1937.14 ms [2021-11-02 09:53:48 main:581] : INFO : Epoch 1650 | loss: 0.0311396 | val_loss: 0.03115 | Time: 1940.14 ms [2021-11-02 09:53:50 main:581] : INFO : Epoch 1651 | loss: 0.0311404 | val_loss: 0.0311532 | Time: 1938.59 ms [2021-11-02 09:53:52 main:581] : INFO : Epoch 1652 | loss: 0.031141 | val_loss: 0.0311512 | Time: 1940.88 ms [2021-11-02 09:53:54 main:581] : INFO : Epoch 1653 | loss: 0.0311377 | val_loss: 0.03115 | Time: 1941.02 ms [2021-11-02 09:53:56 main:581] : INFO : Epoch 1654 | loss: 0.0311381 | val_loss: 0.0311494 | Time: 1940.23 ms [2021-11-02 09:53:58 main:581] : INFO : Epoch 1655 | loss: 0.031137 | val_loss: 0.0311485 | Time: 1942.57 ms [2021-11-02 09:54:00 main:581] : INFO : Epoch 1656 | loss: 0.0311365 | val_loss: 0.0311479 | Time: 1941.19 ms [2021-11-02 09:54:02 main:581] : INFO : Epoch 1657 | loss: 0.0311357 | val_loss: 0.0311476 | Time: 1941.37 ms [2021-11-02 09:54:04 main:581] : INFO : Epoch 1658 | loss: 0.0311364 | val_loss: 0.0311476 | Time: 1984.42 ms [2021-11-02 09:54:06 main:581] : INFO : Epoch 1659 | loss: 0.0311374 | val_loss: 0.0311493 | Time: 1942.7 ms [2021-11-02 09:54:08 main:581] : INFO : Epoch 1660 | loss: 0.0311374 | val_loss: 0.0311466 | Time: 1939.1 ms [2021-11-02 09:54:10 main:581] : INFO : Epoch 1661 | loss: 0.0311354 | val_loss: 0.0311471 | Time: 1946.28 ms [2021-11-02 09:54:12 main:581] : INFO : Epoch 1662 | loss: 0.0311345 | val_loss: 0.031147 | Time: 1962.28 ms [2021-11-02 09:54:14 main:581] : INFO : Epoch 1663 | loss: 0.0311345 | val_loss: 0.031147 | Time: 1945.64 ms [2021-11-02 09:54:16 main:581] : INFO : Epoch 1664 | loss: 0.031137 | val_loss: 0.0311469 | Time: 1977.79 ms [2021-11-02 09:54:18 main:581] : INFO : Epoch 1665 | loss: 0.031136 | val_loss: 0.0311455 | Time: 1943.29 ms [2021-11-02 09:54:20 main:581] : INFO : Epoch 1666 | loss: 0.0311361 | val_loss: 0.0311462 | Time: 1940.92 ms [2021-11-02 09:54:22 main:581] : INFO : Epoch 1667 | loss: 0.0311358 | val_loss: 0.0311452 | Time: 1942.78 ms [2021-11-02 09:54:23 main:581] : INFO : Epoch 1668 | loss: 0.0311345 | val_loss: 0.0311462 | Time: 1940.27 ms [2021-11-02 09:54:25 main:581] : INFO : Epoch 1669 | loss: 0.0311345 | val_loss: 0.0311438 | Time: 1952.68 ms [2021-11-02 09:54:27 main:581] : INFO : Epoch 1670 | loss: 0.0311352 | val_loss: 0.0311468 | Time: 1953.48 ms [2021-11-02 09:54:29 main:581] : INFO : Epoch 1671 | loss: 0.0311341 | val_loss: 0.0311463 | Time: 1958.93 ms [2021-11-02 09:54:31 main:581] : INFO : Epoch 1672 | loss: 0.0311335 | val_loss: 0.031148 | Time: 1968.68 ms [2021-11-02 09:54:33 main:581] : INFO : Epoch 1673 | loss: 0.0311329 | val_loss: 0.0311482 | Time: 1961.47 ms [2021-11-02 09:54:35 main:581] : INFO : Epoch 1674 | loss: 0.0311323 | val_loss: 0.0311503 | Time: 1951.08 ms [2021-11-02 09:54:37 main:581] : INFO : Epoch 1675 | loss: 0.0311326 | val_loss: 0.0311455 | Time: 1961.26 ms [2021-11-02 09:54:39 main:581] : INFO : Epoch 1676 | loss: 0.0311341 | val_loss: 0.031149 | Time: 1950.06 ms [2021-11-02 09:54:41 main:581] : INFO : Epoch 1677 | loss: 0.031138 | val_loss: 0.0311543 | Time: 1945.72 ms [2021-11-02 09:54:43 main:581] : INFO : Epoch 1678 | loss: 0.0311428 | val_loss: 0.0311545 | Time: 1947.99 ms [2021-11-02 09:54:45 main:581] : INFO : Epoch 1679 | loss: 0.0311479 | val_loss: 0.0311539 | Time: 1971.93 ms [2021-11-02 09:54:47 main:581] : INFO : Epoch 1680 | loss: 0.0311422 | val_loss: 0.0311596 | Time: 1965.04 ms [2021-11-02 09:54:49 main:581] : INFO : Epoch 1681 | loss: 0.031144 | val_loss: 0.0311538 | Time: 1958.31 ms [2021-11-02 09:54:51 main:581] : INFO : Epoch 1682 | loss: 0.0311404 | val_loss: 0.0311513 | Time: 1944.27 ms [2021-11-02 09:54:53 main:581] : INFO : Epoch 1683 | loss: 0.0311422 | val_loss: 0.0311506 | Time: 1944.02 ms [2021-11-02 09:54:55 main:581] : INFO : Epoch 1684 | loss: 0.0311403 | val_loss: 0.0311518 | Time: 1942.13 ms [2021-11-02 09:54:57 main:581] : INFO : Epoch 1685 | loss: 0.0311387 | val_loss: 0.0311557 | Time: 1949.51 ms [2021-11-02 09:54:59 main:581] : INFO : Epoch 1686 | loss: 0.0311409 | val_loss: 0.0311558 | Time: 1941.5 ms [2021-11-02 09:55:01 main:581] : INFO : Epoch 1687 | loss: 0.0311379 | val_loss: 0.0311551 | Time: 1940.64 ms [2021-11-02 09:55:03 main:581] : INFO : Epoch 1688 | loss: 0.0311371 | val_loss: 0.0311528 | Time: 1943.3 ms [2021-11-02 09:55:04 main:581] : INFO : Epoch 1689 | loss: 0.0311374 | val_loss: 0.031152 | Time: 1939.86 ms [2021-11-02 09:55:06 main:581] : INFO : Epoch 1690 | loss: 0.0311385 | val_loss: 0.0311566 | Time: 1941.65 ms [2021-11-02 09:55:08 main:581] : INFO : Epoch 1691 | loss: 0.0311381 | val_loss: 0.0311511 | Time: 1951.43 ms [2021-11-02 09:55:10 main:581] : INFO : Epoch 1692 | loss: 0.0318779 | val_loss: 0.0413824 | Time: 1957.67 ms [2021-11-02 09:55:12 main:581] : INFO : Epoch 1693 | loss: 0.0338697 | val_loss: 0.0321261 | Time: 1983.14 ms [2021-11-02 09:55:14 main:581] : INFO : Epoch 1694 | loss: 0.0314289 | val_loss: 0.0312172 | Time: 1935.2 ms [2021-11-02 09:55:16 main:581] : INFO : Epoch 1695 | loss: 0.0311946 | val_loss: 0.0311768 | Time: 1933.09 ms [2021-11-02 09:55:18 main:581] : INFO : Epoch 1696 | loss: 0.0311541 | val_loss: 0.0311622 | Time: 1922.64 ms [2021-11-02 09:55:20 main:581] : INFO : Epoch 1697 | loss: 0.0311434 | val_loss: 0.0311539 | Time: 1912.16 ms [2021-11-02 09:55:22 main:581] : INFO : Epoch 1698 | loss: 0.0311377 | val_loss: 0.0311522 | Time: 1941.81 ms [2021-11-02 09:55:24 main:581] : INFO : Epoch 1699 | loss: 0.0311378 | val_loss: 0.0311512 | Time: 1934.03 ms [2021-11-02 09:55:26 main:581] : INFO : Epoch 1700 | loss: 0.0311365 | val_loss: 0.031152 | Time: 1942.27 ms [2021-11-02 09:55:28 main:581] : INFO : Epoch 1701 | loss: 0.0311366 | val_loss: 0.0311517 | Time: 1941.38 ms [2021-11-02 09:55:30 main:581] : INFO : Epoch 1702 | loss: 0.0311367 | val_loss: 0.0311489 | Time: 1943.39 ms [2021-11-02 09:55:32 main:581] : INFO : Epoch 1703 | loss: 0.0311381 | val_loss: 0.0311493 | Time: 1935.36 ms [2021-11-02 09:55:34 main:581] : INFO : Epoch 1704 | loss: 0.0311377 | val_loss: 0.031149 | Time: 1942.12 ms [2021-11-02 09:55:36 main:581] : INFO : Epoch 1705 | loss: 0.0311374 | val_loss: 0.0311479 | Time: 1972.4 ms [2021-11-02 09:55:37 main:581] : INFO : Epoch 1706 | loss: 0.0311374 | val_loss: 0.0311497 | Time: 1932 ms [2021-11-02 09:55:39 main:581] : INFO : Epoch 1707 | loss: 0.0311355 | val_loss: 0.0311505 | Time: 1929.12 ms [2021-11-02 09:55:41 main:581] : INFO : Epoch 1708 | loss: 0.0311357 | val_loss: 0.0311485 | Time: 1937.7 ms [2021-11-02 09:55:43 main:581] : INFO : Epoch 1709 | loss: 0.0311356 | val_loss: 0.0311504 | Time: 1936.82 ms [2021-11-02 09:55:45 main:581] : INFO : Epoch 1710 | loss: 0.0311343 | val_loss: 0.0311507 | Time: 1939.88 ms [2021-11-02 09:55:47 main:581] : INFO : Epoch 1711 | loss: 0.0311339 | val_loss: 0.03115 | Time: 1931.29 ms [2021-11-02 09:55:49 main:581] : INFO : Epoch 1712 | loss: 0.0311337 | val_loss: 0.0311494 | Time: 1935.22 ms [2021-11-02 09:55:51 main:581] : INFO : Epoch 1713 | loss: 0.0311327 | val_loss: 0.0311516 | Time: 1945.01 ms [2021-11-02 09:55:53 main:581] : INFO : Epoch 1714 | loss: 0.0311349 | val_loss: 0.0311496 | Time: 1946.76 ms [2021-11-02 09:55:55 main:581] : INFO : Epoch 1715 | loss: 0.0311362 | val_loss: 0.0311506 | Time: 1923.62 ms [2021-11-02 09:55:57 main:581] : INFO : Epoch 1716 | loss: 0.0311351 | val_loss: 0.0311522 | Time: 1941.84 ms [2021-11-02 09:55:59 main:581] : INFO : Epoch 1717 | loss: 0.0311349 | val_loss: 0.031152 | Time: 1953.44 ms [2021-11-02 09:56:01 main:581] : INFO : Epoch 1718 | loss: 0.0311347 | val_loss: 0.0311518 | Time: 1959.58 ms [2021-11-02 09:56:03 main:581] : INFO : Epoch 1719 | loss: 0.0311334 | val_loss: 0.031151 | Time: 1956.04 ms [2021-11-02 09:56:05 main:581] : INFO : Epoch 1720 | loss: 0.0311331 | val_loss: 0.0311492 | Time: 1955.25 ms [2021-11-02 09:56:07 main:581] : INFO : Epoch 1721 | loss: 0.0311331 | val_loss: 0.0311506 | Time: 1935.81 ms [2021-11-02 09:56:09 main:581] : INFO : Epoch 1722 | loss: 0.0311365 | val_loss: 0.0311508 | Time: 1937.34 ms [2021-11-02 09:56:10 main:581] : INFO : Epoch 1723 | loss: 0.0311366 | val_loss: 0.0311524 | Time: 1937.22 ms [2021-11-02 09:56:12 main:581] : INFO : Epoch 1724 | loss: 0.0311369 | val_loss: 0.0311547 | Time: 1931.49 ms [2021-11-02 09:56:14 main:581] : INFO : Epoch 1725 | loss: 0.0311361 | val_loss: 0.0311509 | Time: 1938.5 ms [2021-11-02 09:56:16 main:581] : INFO : Epoch 1726 | loss: 0.0311343 | val_loss: 0.0311485 | Time: 1959.77 ms [2021-11-02 09:56:18 main:581] : INFO : Epoch 1727 | loss: 0.0311334 | val_loss: 0.031155 | Time: 1949.36 ms [2021-11-02 09:56:20 main:581] : INFO : Epoch 1728 | loss: 0.031134 | val_loss: 0.0311523 | Time: 1975.6 ms [2021-11-02 09:56:22 main:581] : INFO : Epoch 1729 | loss: 0.0311335 | val_loss: 0.03115 | Time: 1958.91 ms [2021-11-02 09:56:24 main:581] : INFO : Epoch 1730 | loss: 0.0311374 | val_loss: 0.0311497 | Time: 1946.61 ms [2021-11-02 09:56:26 main:581] : INFO : Epoch 1731 | loss: 0.0311378 | val_loss: 0.031151 | Time: 1963.74 ms [2021-11-02 09:56:28 main:581] : INFO : Epoch 1732 | loss: 0.0311374 | val_loss: 0.0311534 | Time: 1952.63 ms [2021-11-02 09:56:30 main:581] : INFO : Epoch 1733 | loss: 0.0311368 | val_loss: 0.0311534 | Time: 1955.2 ms [2021-11-02 09:56:32 main:581] : INFO : Epoch 1734 | loss: 0.031139 | val_loss: 0.0311543 | Time: 1952.01 ms [2021-11-02 09:56:34 main:581] : INFO : Epoch 1735 | loss: 0.0311395 | val_loss: 0.0311514 | Time: 1933.63 ms [2021-11-02 09:56:36 main:581] : INFO : Epoch 1736 | loss: 0.0311384 | val_loss: 0.0311517 | Time: 1932.42 ms [2021-11-02 09:56:38 main:581] : INFO : Epoch 1737 | loss: 0.0311381 | val_loss: 0.0311541 | Time: 1942.16 ms [2021-11-02 09:56:40 main:581] : INFO : Epoch 1738 | loss: 0.0311373 | val_loss: 0.0311501 | Time: 1935.88 ms [2021-11-02 09:56:42 main:581] : INFO : Epoch 1739 | loss: 0.0311358 | val_loss: 0.0311498 | Time: 1941.79 ms [2021-11-02 09:56:44 main:581] : INFO : Epoch 1740 | loss: 0.0311356 | val_loss: 0.0311469 | Time: 1943.09 ms [2021-11-02 09:56:46 main:581] : INFO : Epoch 1741 | loss: 0.031135 | val_loss: 0.031148 | Time: 1953.33 ms [2021-11-02 09:56:48 main:581] : INFO : Epoch 1742 | loss: 0.0311351 | val_loss: 0.031148 | Time: 1948.98 ms [2021-11-02 09:56:49 main:581] : INFO : Epoch 1743 | loss: 0.0311345 | val_loss: 0.0311475 | Time: 1952.55 ms [2021-11-02 09:56:51 main:581] : INFO : Epoch 1744 | loss: 0.0311343 | val_loss: 0.0311454 | Time: 1973.4 ms [2021-11-02 09:56:53 main:581] : INFO : Epoch 1745 | loss: 0.0311345 | val_loss: 0.0311477 | Time: 1915 ms [2021-11-02 09:56:55 main:581] : INFO : Epoch 1746 | loss: 0.0311515 | val_loss: 0.0311587 | Time: 1930.95 ms [2021-11-02 09:56:57 main:581] : INFO : Epoch 1747 | loss: 0.0311541 | val_loss: 0.0311576 | Time: 1948.36 ms [2021-11-02 09:56:59 main:581] : INFO : Epoch 1748 | loss: 0.0311527 | val_loss: 0.0311521 | Time: 1951.19 ms [2021-11-02 09:57:01 main:581] : INFO : Epoch 1749 | loss: 0.0311526 | val_loss: 0.0311545 | Time: 1934.15 ms [2021-11-02 09:57:03 main:581] : INFO : Epoch 1750 | loss: 0.0311509 | val_loss: 0.0311515 | Time: 1956.98 ms [2021-11-02 09:57:05 main:581] : INFO : Epoch 1751 | loss: 0.0311538 | val_loss: 0.0311581 | Time: 1919.68 ms [2021-11-02 09:57:07 main:581] : INFO : Epoch 1752 | loss: 0.0311561 | val_loss: 0.0311548 | Time: 1915.19 ms [2021-11-02 09:57:09 main:581] : INFO : Epoch 1753 | loss: 0.0311555 | val_loss: 0.0311554 | Time: 1914.17 ms [2021-11-02 09:57:11 main:581] : INFO : Epoch 1754 | loss: 0.0311518 | val_loss: 0.0311536 | Time: 1917.55 ms [2021-11-02 09:57:13 main:581] : INFO : Epoch 1755 | loss: 0.0311502 | val_loss: 0.0311518 | Time: 1918.01 ms [2021-11-02 09:57:15 main:581] : INFO : Epoch 1756 | loss: 0.0311484 | val_loss: 0.0311489 | Time: 1929.13 ms [2021-11-02 09:57:17 main:581] : INFO : Epoch 1757 | loss: 0.0311467 | val_loss: 0.0311482 | Time: 1995.54 ms [2021-11-02 09:57:19 main:581] : INFO : Epoch 1758 | loss: 0.0311471 | val_loss: 0.031151 | Time: 1950.56 ms [2021-11-02 09:57:21 main:581] : INFO : Epoch 1759 | loss: 0.031148 | val_loss: 0.0311538 | Time: 1945.72 ms [2021-11-02 09:57:22 main:581] : INFO : Epoch 1760 | loss: 0.0311472 | val_loss: 0.0311499 | Time: 1944.35 ms [2021-11-02 09:57:24 main:581] : INFO : Epoch 1761 | loss: 0.0311453 | val_loss: 0.0311493 | Time: 1949.26 ms [2021-11-02 09:57:26 main:581] : INFO : Epoch 1762 | loss: 0.0311452 | val_loss: 0.0311495 | Time: 1952.1 ms [2021-11-02 09:57:28 main:581] : INFO : Epoch 1763 | loss: 0.0311462 | val_loss: 0.0311481 | Time: 1948.17 ms [2021-11-02 09:57:30 main:581] : INFO : Epoch 1764 | loss: 0.0311449 | val_loss: 0.0311488 | Time: 1945.91 ms [2021-11-02 09:57:32 main:581] : INFO : Epoch 1765 | loss: 0.031144 | val_loss: 0.0311485 | Time: 1950.34 ms [2021-11-02 09:57:34 main:581] : INFO : Epoch 1766 | loss: 0.0311434 | val_loss: 0.0311488 | Time: 1949.22 ms [2021-11-02 09:57:36 main:581] : INFO : Epoch 1767 | loss: 0.0311437 | val_loss: 0.0311482 | Time: 1952.16 ms [2021-11-02 09:57:38 main:581] : INFO : Epoch 1768 | loss: 0.0311437 | val_loss: 0.0311497 | Time: 1946.8 ms [2021-11-02 09:57:40 main:581] : INFO : Epoch 1769 | loss: 0.0311438 | val_loss: 0.0311497 | Time: 1948.26 ms [2021-11-02 09:57:42 main:581] : INFO : Epoch 1770 | loss: 0.0311423 | val_loss: 0.0311489 | Time: 1945.12 ms [2021-11-02 09:57:44 main:581] : INFO : Epoch 1771 | loss: 0.0311419 | val_loss: 0.0311484 | Time: 1950.42 ms [2021-11-02 09:57:46 main:581] : INFO : Epoch 1772 | loss: 0.0311424 | val_loss: 0.0311476 | Time: 1946.99 ms [2021-11-02 09:57:48 main:581] : INFO : Epoch 1773 | loss: 0.0311442 | val_loss: 0.0311504 | Time: 1947.42 ms [2021-11-02 09:57:50 main:581] : INFO : Epoch 1774 | loss: 0.0311455 | val_loss: 0.0311493 | Time: 1946.1 ms [2021-11-02 09:57:52 main:581] : INFO : Epoch 1775 | loss: 0.0311447 | val_loss: 0.0311503 | Time: 1949.45 ms [2021-11-02 09:57:54 main:581] : INFO : Epoch 1776 | loss: 0.0311454 | val_loss: 0.0311508 | Time: 1947.57 ms [2021-11-02 09:57:56 main:581] : INFO : Epoch 1777 | loss: 0.0311452 | val_loss: 0.0311569 | Time: 1945.64 ms [2021-11-02 09:57:58 main:581] : INFO : Epoch 1778 | loss: 0.0311477 | val_loss: 0.0311509 | Time: 1947.18 ms [2021-11-02 09:57:59 main:581] : INFO : Epoch 1779 | loss: 0.0311458 | val_loss: 0.0311503 | Time: 1945.72 ms [2021-11-02 09:58:01 main:581] : INFO : Epoch 1780 | loss: 0.0311456 | val_loss: 0.0311512 | Time: 1952.19 ms [2021-11-02 09:58:03 main:581] : INFO : Epoch 1781 | loss: 0.0311452 | val_loss: 0.0311519 | Time: 1951.22 ms [2021-11-02 09:58:05 main:581] : INFO : Epoch 1782 | loss: 0.0311455 | val_loss: 0.0311507 | Time: 1966.28 ms [2021-11-02 09:58:07 main:581] : INFO : Epoch 1783 | loss: 0.0311456 | val_loss: 0.0311489 | Time: 1949.95 ms [2021-11-02 09:58:09 main:581] : INFO : Epoch 1784 | loss: 0.031145 | val_loss: 0.0311474 | Time: 1949.94 ms [2021-11-02 09:58:11 main:581] : INFO : Epoch 1785 | loss: 0.0311433 | val_loss: 0.0311504 | Time: 1974.43 ms [2021-11-02 09:58:13 main:581] : INFO : Epoch 1786 | loss: 0.0311429 | val_loss: 0.031149 | Time: 1948.8 ms [2021-11-02 09:58:15 main:581] : INFO : Epoch 1787 | loss: 0.031143 | val_loss: 0.0311519 | Time: 1935.11 ms [2021-11-02 09:58:17 main:581] : INFO : Epoch 1788 | loss: 0.031143 | val_loss: 0.0311488 | Time: 1936.95 ms [2021-11-02 09:58:19 main:581] : INFO : Epoch 1789 | loss: 0.0311412 | val_loss: 0.0311487 | Time: 1936.43 ms [2021-11-02 09:58:21 main:581] : INFO : Epoch 1790 | loss: 0.0311405 | val_loss: 0.0311493 | Time: 1969.41 ms [2021-11-02 09:58:23 main:581] : INFO : Epoch 1791 | loss: 0.031141 | val_loss: 0.0311481 | Time: 1938.71 ms [2021-11-02 09:58:25 main:581] : INFO : Epoch 1792 | loss: 0.0311403 | val_loss: 0.0311473 | Time: 1933.41 ms [2021-11-02 09:58:27 main:581] : INFO : Epoch 1793 | loss: 0.0311394 | val_loss: 0.0311482 | Time: 1930.87 ms [2021-11-02 09:58:29 main:581] : INFO : Epoch 1794 | loss: 0.031139 | val_loss: 0.0311485 | Time: 1933.52 ms [2021-11-02 09:58:31 main:581] : INFO : Epoch 1795 | loss: 0.0311396 | val_loss: 0.0311486 | Time: 1933.4 ms [2021-11-02 09:58:33 main:581] : INFO : Epoch 1796 | loss: 0.03114 | val_loss: 0.0311524 | Time: 1935.33 ms [2021-11-02 09:58:34 main:581] : INFO : Epoch 1797 | loss: 0.0311404 | val_loss: 0.0311499 | Time: 1939.95 ms [2021-11-02 09:58:36 main:581] : INFO : Epoch 1798 | loss: 0.0311398 | val_loss: 0.0311491 | Time: 1940.65 ms [2021-11-02 09:58:38 main:581] : INFO : Epoch 1799 | loss: 0.0311393 | val_loss: 0.0311489 | Time: 1940.09 ms [2021-11-02 09:58:40 main:581] : INFO : Epoch 1800 | loss: 0.0311403 | val_loss: 0.0311517 | Time: 1943.79 ms [2021-11-02 09:58:42 main:581] : INFO : Epoch 1801 | loss: 0.03114 | val_loss: 0.0311479 | Time: 1942.32 ms [2021-11-02 09:58:44 main:581] : INFO : Epoch 1802 | loss: 0.0311383 | val_loss: 0.0311486 | Time: 1942.49 ms [2021-11-02 09:58:46 main:581] : INFO : Epoch 1803 | loss: 0.0311379 | val_loss: 0.0311475 | Time: 1940.36 ms [2021-11-02 09:58:48 main:581] : INFO : Epoch 1804 | loss: 0.0311375 | val_loss: 0.0311485 | Time: 1941.04 ms [2021-11-02 09:58:50 main:581] : INFO : Epoch 1805 | loss: 0.0311381 | val_loss: 0.0311485 | Time: 1948.09 ms [2021-11-02 09:58:52 main:581] : INFO : Epoch 1806 | loss: 0.0311397 | val_loss: 0.0311486 | Time: 1944.27 ms [2021-11-02 09:58:54 main:581] : INFO : Epoch 1807 | loss: 0.0311401 | val_loss: 0.0311494 | Time: 1950.57 ms [2021-11-02 09:58:56 main:581] : INFO : Epoch 1808 | loss: 0.0311397 | val_loss: 0.0311515 | Time: 1942.36 ms [2021-11-02 09:58:58 main:581] : INFO : Epoch 1809 | loss: 0.0311397 | val_loss: 0.0311498 | Time: 1941.33 ms [2021-11-02 09:59:00 main:581] : INFO : Epoch 1810 | loss: 0.0311407 | val_loss: 0.0311533 | Time: 1943.97 ms [2021-11-02 09:59:02 main:581] : INFO : Epoch 1811 | loss: 0.0311421 | val_loss: 0.0311503 | Time: 1940.38 ms [2021-11-02 09:59:04 main:581] : INFO : Epoch 1812 | loss: 0.0311417 | val_loss: 0.0311501 | Time: 1941.22 ms [2021-11-02 09:59:06 main:581] : INFO : Epoch 1813 | loss: 0.0311417 | val_loss: 0.0311494 | Time: 1938.33 ms [2021-11-02 09:59:08 main:581] : INFO : Epoch 1814 | loss: 0.0311425 | val_loss: 0.031152 | Time: 1941.1 ms [2021-11-02 09:59:09 main:581] : INFO : Epoch 1815 | loss: 0.031143 | val_loss: 0.0311498 | Time: 1943.61 ms [2021-11-02 09:59:11 main:581] : INFO : Epoch 1816 | loss: 0.0311434 | val_loss: 0.0311505 | Time: 1937.84 ms [2021-11-02 09:59:13 main:581] : INFO : Epoch 1817 | loss: 0.031141 | val_loss: 0.0311491 | Time: 1935 ms [2021-11-02 09:59:15 main:581] : INFO : Epoch 1818 | loss: 0.0311409 | val_loss: 0.0311512 | Time: 1940.51 ms [2021-11-02 09:59:17 main:581] : INFO : Epoch 1819 | loss: 0.0311407 | val_loss: 0.0311489 | Time: 1938.21 ms [2021-11-02 09:59:19 main:581] : INFO : Epoch 1820 | loss: 0.0311399 | val_loss: 0.0311496 | Time: 1945.58 ms [2021-11-02 09:59:21 main:581] : INFO : Epoch 1821 | loss: 0.0311404 | val_loss: 0.0311499 | Time: 1963.99 ms [2021-11-02 09:59:23 main:581] : INFO : Epoch 1822 | loss: 0.0311407 | val_loss: 0.0311499 | Time: 1915.47 ms [2021-11-02 09:59:25 main:581] : INFO : Epoch 1823 | loss: 0.0311387 | val_loss: 0.0311496 | Time: 1915.6 ms [2021-11-02 09:59:27 main:581] : INFO : Epoch 1824 | loss: 0.0311391 | val_loss: 0.0311496 | Time: 1914.28 ms [2021-11-02 09:59:29 main:581] : INFO : Epoch 1825 | loss: 0.0311389 | val_loss: 0.03115 | Time: 1913.27 ms [2021-11-02 09:59:31 main:581] : INFO : Epoch 1826 | loss: 0.0311394 | val_loss: 0.0311488 | Time: 1936.41 ms [2021-11-02 09:59:33 main:581] : INFO : Epoch 1827 | loss: 0.0311399 | val_loss: 0.0311499 | Time: 1936.64 ms [2021-11-02 09:59:35 main:581] : INFO : Epoch 1828 | loss: 0.0311404 | val_loss: 0.0311483 | Time: 1927.46 ms [2021-11-02 09:59:37 main:581] : INFO : Epoch 1829 | loss: 0.0311422 | val_loss: 0.0311492 | Time: 1933.65 ms [2021-11-02 09:59:38 main:581] : INFO : Epoch 1830 | loss: 0.0311392 | val_loss: 0.0311506 | Time: 1933.01 ms [2021-11-02 09:59:40 main:581] : INFO : Epoch 1831 | loss: 0.0311382 | val_loss: 0.0311483 | Time: 1919.49 ms [2021-11-02 09:59:42 main:581] : INFO : Epoch 1832 | loss: 0.0311374 | val_loss: 0.0311469 | Time: 1940.19 ms [2021-11-02 09:59:44 main:581] : INFO : Epoch 1833 | loss: 0.0311365 | val_loss: 0.0311469 | Time: 1952.01 ms [2021-11-02 09:59:46 main:581] : INFO : Epoch 1834 | loss: 0.0311375 | val_loss: 0.0311466 | Time: 1955.3 ms [2021-11-02 09:59:48 main:581] : INFO : Epoch 1835 | loss: 0.0311384 | val_loss: 0.0311482 | Time: 1958.54 ms [2021-11-02 09:59:50 main:581] : INFO : Epoch 1836 | loss: 0.0311372 | val_loss: 0.0311493 | Time: 1948.56 ms [2021-11-02 09:59:52 main:581] : INFO : Epoch 1837 | loss: 0.0311397 | val_loss: 0.0311499 | Time: 1929.17 ms [2021-11-02 09:59:54 main:581] : INFO : Epoch 1838 | loss: 0.031139 | val_loss: 0.0311482 | Time: 1937.89 ms [2021-11-02 09:59:56 main:581] : INFO : Epoch 1839 | loss: 0.0311388 | val_loss: 0.0311489 | Time: 1947.48 ms [2021-11-02 09:59:58 main:581] : INFO : Epoch 1840 | loss: 0.0311464 | val_loss: 0.0311509 | Time: 1922.43 ms [2021-11-02 10:00:00 main:581] : INFO : Epoch 1841 | loss: 0.0311467 | val_loss: 0.0311508 | Time: 1963.31 ms [2021-11-02 10:00:02 main:581] : INFO : Epoch 1842 | loss: 0.0311435 | val_loss: 0.0311481 | Time: 1949.1 ms [2021-11-02 10:00:04 main:581] : INFO : Epoch 1843 | loss: 0.0311421 | val_loss: 0.0311491 | Time: 1956.01 ms [2021-11-02 10:00:06 main:581] : INFO : Epoch 1844 | loss: 0.0311396 | val_loss: 0.0311489 | Time: 1944.44 ms [2021-11-02 10:00:08 main:581] : INFO : Epoch 1845 | loss: 0.0311402 | val_loss: 0.031149 | Time: 1925.74 ms [2021-11-02 10:00:10 main:581] : INFO : Epoch 1846 | loss: 0.0311432 | val_loss: 0.0311556 | Time: 1920.89 ms [2021-11-02 10:00:11 main:581] : INFO : Epoch 1847 | loss: 0.0311471 | val_loss: 0.0311589 | Time: 1920.38 ms [2021-11-02 10:00:13 main:581] : INFO : Epoch 1848 | loss: 0.0311411 | val_loss: 0.031153 | Time: 1947.69 ms [2021-11-02 10:00:15 main:581] : INFO : Epoch 1849 | loss: 0.031139 | val_loss: 0.031152 | Time: 1961.98 ms [2021-11-02 10:00:17 main:581] : INFO : Epoch 1850 | loss: 0.0311386 | val_loss: 0.031152 | Time: 1950.65 ms [2021-11-02 10:00:19 main:581] : INFO : Epoch 1851 | loss: 0.0311391 | val_loss: 0.0311542 | Time: 1953 ms [2021-11-02 10:00:21 main:581] : INFO : Epoch 1852 | loss: 0.0311399 | val_loss: 0.0311503 | Time: 1950.39 ms [2021-11-02 10:00:23 main:581] : INFO : Epoch 1853 | loss: 0.0311379 | val_loss: 0.0311524 | Time: 1956.8 ms [2021-11-02 10:00:25 main:581] : INFO : Epoch 1854 | loss: 0.0311371 | val_loss: 0.0311501 | Time: 1959.66 ms [2021-11-02 10:00:27 main:581] : INFO : Epoch 1855 | loss: 0.0311404 | val_loss: 0.0311539 | Time: 1956.39 ms [2021-11-02 10:00:29 main:581] : INFO : Epoch 1856 | loss: 0.0311409 | val_loss: 0.0311496 | Time: 1957.76 ms [2021-11-02 10:00:31 main:581] : INFO : Epoch 1857 | loss: 0.0311378 | val_loss: 0.0311524 | Time: 1957.92 ms [2021-11-02 10:00:33 main:581] : INFO : Epoch 1858 | loss: 0.0311368 | val_loss: 0.0311512 | Time: 1959.38 ms [2021-11-02 10:00:35 main:581] : INFO : Epoch 1859 | loss: 0.0311353 | val_loss: 0.0311554 | Time: 1949.46 ms [2021-11-02 10:00:37 main:581] : INFO : Epoch 1860 | loss: 0.0311369 | val_loss: 0.0311524 | Time: 1940.04 ms [2021-11-02 10:00:39 main:581] : INFO : Epoch 1861 | loss: 0.0311349 | val_loss: 0.0311533 | Time: 1950.34 ms [2021-11-02 10:00:41 main:581] : INFO : Epoch 1862 | loss: 0.0311357 | val_loss: 0.0311519 | Time: 1950.93 ms [2021-11-02 10:00:43 main:581] : INFO : Epoch 1863 | loss: 0.0311352 | val_loss: 0.0311473 | Time: 1947.67 ms [2021-11-02 10:00:45 main:581] : INFO : Epoch 1864 | loss: 0.0311357 | val_loss: 0.0311487 | Time: 1946.29 ms [2021-11-02 10:00:47 main:581] : INFO : Epoch 1865 | loss: 0.0311345 | val_loss: 0.0311497 | Time: 1942.95 ms [2021-11-02 10:00:49 main:581] : INFO : Epoch 1866 | loss: 0.0311369 | val_loss: 0.031149 | Time: 1944.69 ms [2021-11-02 10:00:50 main:581] : INFO : Epoch 1867 | loss: 0.0311349 | val_loss: 0.0311481 | Time: 1947.97 ms [2021-11-02 10:00:52 main:581] : INFO : Epoch 1868 | loss: 0.0311347 | val_loss: 0.0311487 | Time: 1947.16 ms [2021-11-02 10:00:54 main:581] : INFO : Epoch 1869 | loss: 0.0311351 | val_loss: 0.0311466 | Time: 1940.8 ms [2021-11-02 10:00:56 main:581] : INFO : Epoch 1870 | loss: 0.0311347 | val_loss: 0.0311499 | Time: 1946.15 ms [2021-11-02 10:00:58 main:581] : INFO : Epoch 1871 | loss: 0.0311397 | val_loss: 0.0311478 | Time: 1951.86 ms [2021-11-02 10:01:00 main:581] : INFO : Epoch 1872 | loss: 0.0311373 | val_loss: 0.03115 | Time: 1947.56 ms [2021-11-02 10:01:02 main:581] : INFO : Epoch 1873 | loss: 0.0311374 | val_loss: 0.0311475 | Time: 1955.15 ms [2021-11-02 10:01:04 main:581] : INFO : Epoch 1874 | loss: 0.0311411 | val_loss: 0.0311506 | Time: 1949.84 ms [2021-11-02 10:01:06 main:581] : INFO : Epoch 1875 | loss: 0.0311395 | val_loss: 0.0311508 | Time: 1950.25 ms [2021-11-02 10:01:08 main:581] : INFO : Epoch 1876 | loss: 0.031139 | val_loss: 0.0311506 | Time: 1948.02 ms [2021-11-02 10:01:10 main:581] : INFO : Epoch 1877 | loss: 0.0311378 | val_loss: 0.0311471 | Time: 1951.26 ms [2021-11-02 10:01:12 main:581] : INFO : Epoch 1878 | loss: 0.0311374 | val_loss: 0.0311491 | Time: 1967.58 ms [2021-11-02 10:01:14 main:581] : INFO : Epoch 1879 | loss: 0.0311415 | val_loss: 0.0311466 | Time: 1949.12 ms [2021-11-02 10:01:16 main:581] : INFO : Epoch 1880 | loss: 0.0311394 | val_loss: 0.0311463 | Time: 1949.29 ms [2021-11-02 10:01:18 main:581] : INFO : Epoch 1881 | loss: 0.031139 | val_loss: 0.031148 | Time: 1954.51 ms [2021-11-02 10:01:20 main:581] : INFO : Epoch 1882 | loss: 0.0311401 | val_loss: 0.0311454 | Time: 1934.36 ms [2021-11-02 10:01:22 main:581] : INFO : Epoch 1883 | loss: 0.0311384 | val_loss: 0.0311449 | Time: 1925.31 ms [2021-11-02 10:01:24 main:581] : INFO : Epoch 1884 | loss: 0.0311383 | val_loss: 0.0311487 | Time: 1933.7 ms [2021-11-02 10:01:26 main:581] : INFO : Epoch 1885 | loss: 0.0311401 | val_loss: 0.031143 | Time: 1918.16 ms [2021-11-02 10:01:27 main:581] : INFO : Epoch 1886 | loss: 0.0311381 | val_loss: 0.0311461 | Time: 1920.49 ms [2021-11-02 10:01:29 main:581] : INFO : Epoch 1887 | loss: 0.0311356 | val_loss: 0.0311441 | Time: 1915.47 ms [2021-11-02 10:01:31 main:581] : INFO : Epoch 1888 | loss: 0.031135 | val_loss: 0.0311434 | Time: 1909.96 ms [2021-11-02 10:01:33 main:581] : INFO : Epoch 1889 | loss: 0.0311342 | val_loss: 0.0311439 | Time: 1919.04 ms [2021-11-02 10:01:35 main:581] : INFO : Epoch 1890 | loss: 0.0311353 | val_loss: 0.0311436 | Time: 1889.4 ms [2021-11-02 10:01:37 main:581] : INFO : Epoch 1891 | loss: 0.0311349 | val_loss: 0.0311465 | Time: 1917.47 ms [2021-11-02 10:01:39 main:581] : INFO : Epoch 1892 | loss: 0.0311348 | val_loss: 0.0311473 | Time: 1942.84 ms [2021-11-02 10:01:41 main:581] : INFO : Epoch 1893 | loss: 0.031135 | val_loss: 0.0311457 | Time: 1948.54 ms [2021-11-02 10:01:43 main:581] : INFO : Epoch 1894 | loss: 0.0311352 | val_loss: 0.0311452 | Time: 1961.9 ms [2021-11-02 10:01:45 main:581] : INFO : Epoch 1895 | loss: 0.0311339 | val_loss: 0.031145 | Time: 1937.28 ms [2021-11-02 10:01:47 main:581] : INFO : Epoch 1896 | loss: 0.0311327 | val_loss: 0.0311455 | Time: 1935.28 ms [2021-11-02 10:01:49 main:581] : INFO : Epoch 1897 | loss: 0.0311334 | val_loss: 0.0311467 | Time: 1933.86 ms [2021-11-02 10:01:51 main:581] : INFO : Epoch 1898 | loss: 0.031135 | val_loss: 0.0311463 | Time: 1937 ms [2021-11-02 10:01:53 main:581] : INFO : Epoch 1899 | loss: 0.0311347 | val_loss: 0.0311415 | Time: 1934.69 ms [2021-11-02 10:01:54 main:581] : INFO : Epoch 1900 | loss: 0.0311344 | val_loss: 0.0311438 | Time: 1939.22 ms [2021-11-02 10:01:56 main:581] : INFO : Epoch 1901 | loss: 0.0311338 | val_loss: 0.0311434 | Time: 1925.28 ms [2021-11-02 10:01:58 main:581] : INFO : Epoch 1902 | loss: 0.0311336 | val_loss: 0.0311429 | Time: 1935.04 ms [2021-11-02 10:02:00 main:581] : INFO : Epoch 1903 | loss: 0.0311344 | val_loss: 0.0311482 | Time: 1934.26 ms [2021-11-02 10:02:02 main:581] : INFO : Epoch 1904 | loss: 0.0311363 | val_loss: 0.0311471 | Time: 1940.67 ms [2021-11-02 10:02:04 main:581] : INFO : Epoch 1905 | loss: 0.0311389 | val_loss: 0.0311429 | Time: 1927.18 ms [2021-11-02 10:02:06 main:581] : INFO : Epoch 1906 | loss: 0.0311351 | val_loss: 0.0311428 | Time: 1933.51 ms [2021-11-02 10:02:08 main:581] : INFO : Epoch 1907 | loss: 0.0311327 | val_loss: 0.0311448 | Time: 1923.14 ms [2021-11-02 10:02:10 main:581] : INFO : Epoch 1908 | loss: 0.0311318 | val_loss: 0.0311436 | Time: 1931.23 ms [2021-11-02 10:02:12 main:581] : INFO : Epoch 1909 | loss: 0.0311321 | val_loss: 0.0311424 | Time: 1938.4 ms [2021-11-02 10:02:14 main:581] : INFO : Epoch 1910 | loss: 0.0311337 | val_loss: 0.0311418 | Time: 1935.19 ms [2021-11-02 10:02:16 main:581] : INFO : Epoch 1911 | loss: 0.0311355 | val_loss: 0.0311514 | Time: 1935.8 ms [2021-11-02 10:02:18 main:581] : INFO : Epoch 1912 | loss: 0.0311356 | val_loss: 0.0311424 | Time: 1933.78 ms [2021-11-02 10:02:20 main:581] : INFO : Epoch 1913 | loss: 0.0311336 | val_loss: 0.0311448 | Time: 1909.94 ms [2021-11-02 10:02:21 main:581] : INFO : Epoch 1914 | loss: 0.0311354 | val_loss: 0.0311435 | Time: 1924.19 ms [2021-11-02 10:02:23 main:581] : INFO : Epoch 1915 | loss: 0.0311346 | val_loss: 0.0311473 | Time: 1925.43 ms [2021-11-02 10:02:25 main:581] : INFO : Epoch 1916 | loss: 0.0311328 | val_loss: 0.0311459 | Time: 1922.98 ms [2021-11-02 10:02:27 main:581] : INFO : Epoch 1917 | loss: 0.0311375 | val_loss: 0.0311491 | Time: 1893.84 ms [2021-11-02 10:02:29 main:581] : INFO : Epoch 1918 | loss: 0.0311425 | val_loss: 0.03115 | Time: 1970.02 ms [2021-11-02 10:02:31 main:581] : INFO : Epoch 1919 | loss: 0.0311428 | val_loss: 0.0311536 | Time: 1940.42 ms [2021-11-02 10:02:33 main:581] : INFO : Epoch 1920 | loss: 0.0311403 | val_loss: 0.0311468 | Time: 1933.16 ms [2021-11-02 10:02:35 main:581] : INFO : Epoch 1921 | loss: 0.0311377 | val_loss: 0.0311441 | Time: 1934.47 ms [2021-11-02 10:02:37 main:581] : INFO : Epoch 1922 | loss: 0.0311358 | val_loss: 0.031144 | Time: 1934.75 ms [2021-11-02 10:02:39 main:581] : INFO : Epoch 1923 | loss: 0.0311348 | val_loss: 0.031145 | Time: 1937.25 ms [2021-11-02 10:02:41 main:581] : INFO : Epoch 1924 | loss: 0.0311347 | val_loss: 0.0311472 | Time: 1939.28 ms [2021-11-02 10:02:43 main:581] : INFO : Epoch 1925 | loss: 0.0311355 | val_loss: 0.0311489 | Time: 1943.61 ms [2021-11-02 10:02:45 main:581] : INFO : Epoch 1926 | loss: 0.0311364 | val_loss: 0.0311464 | Time: 1939.83 ms [2021-11-02 10:02:47 main:581] : INFO : Epoch 1927 | loss: 0.0311382 | val_loss: 0.0311468 | Time: 1934.6 ms [2021-11-02 10:02:49 main:581] : INFO : Epoch 1928 | loss: 0.0311397 | val_loss: 0.0311459 | Time: 1939.1 ms [2021-11-02 10:02:51 main:581] : INFO : Epoch 1929 | loss: 0.0311426 | val_loss: 0.0311546 | Time: 1941.37 ms [2021-11-02 10:02:52 main:581] : INFO : Epoch 1930 | loss: 0.0311441 | val_loss: 0.0311471 | Time: 1932.69 ms [2021-11-02 10:02:54 main:581] : INFO : Epoch 1931 | loss: 0.0311411 | val_loss: 0.0311435 | Time: 1932.82 ms [2021-11-02 10:02:56 main:581] : INFO : Epoch 1932 | loss: 0.0311398 | val_loss: 0.0311486 | Time: 1934.13 ms [2021-11-02 10:02:58 main:581] : INFO : Epoch 1933 | loss: 0.0311396 | val_loss: 0.0311435 | Time: 1935.65 ms [2021-11-02 10:03:00 main:581] : INFO : Epoch 1934 | loss: 0.031139 | val_loss: 0.0311487 | Time: 1938.15 ms [2021-11-02 10:03:02 main:581] : INFO : Epoch 1935 | loss: 0.0311382 | val_loss: 0.0311434 | Time: 1942.5 ms [2021-11-02 10:03:04 main:581] : INFO : Epoch 1936 | loss: 0.0311371 | val_loss: 0.0311436 | Time: 1941.56 ms [2021-11-02 10:03:06 main:581] : INFO : Epoch 1937 | loss: 0.0311366 | val_loss: 0.0311456 | Time: 1942.1 ms [2021-11-02 10:03:08 main:581] : INFO : Epoch 1938 | loss: 0.0311373 | val_loss: 0.031146 | Time: 1941.37 ms [2021-11-02 10:03:10 main:581] : INFO : Epoch 1939 | loss: 0.0311373 | val_loss: 0.0311449 | Time: 1949.69 ms [2021-11-02 10:03:12 main:581] : INFO : Epoch 1940 | loss: 0.0311381 | val_loss: 0.0311424 | Time: 1934.29 ms [2021-11-02 10:03:14 main:581] : INFO : Epoch 1941 | loss: 0.0311384 | val_loss: 0.0311495 | Time: 1953.08 ms [2021-11-02 10:03:16 main:581] : INFO : Epoch 1942 | loss: 0.0311386 | val_loss: 0.0311449 | Time: 1956.71 ms [2021-11-02 10:03:18 main:581] : INFO : Epoch 1943 | loss: 0.0311369 | val_loss: 0.0311446 | Time: 1937.02 ms [2021-11-02 10:03:20 main:581] : INFO : Epoch 1944 | loss: 0.0311353 | val_loss: 0.0311442 | Time: 1937.88 ms [2021-11-02 10:03:22 main:581] : INFO : Epoch 1945 | loss: 0.0311348 | val_loss: 0.0311462 | Time: 1934.66 ms [2021-11-02 10:03:24 main:581] : INFO : Epoch 1946 | loss: 0.0311354 | val_loss: 0.0311468 | Time: 1939.41 ms [2021-11-02 10:03:25 main:581] : INFO : Epoch 1947 | loss: 0.031136 | val_loss: 0.0311469 | Time: 1940.81 ms [2021-11-02 10:03:27 main:581] : INFO : Epoch 1948 | loss: 0.0311367 | val_loss: 0.031147 | Time: 1949.45 ms [2021-11-02 10:03:29 main:581] : INFO : Epoch 1949 | loss: 0.0311353 | val_loss: 0.0311493 | Time: 1943.24 ms [2021-11-02 10:03:31 main:581] : INFO : Epoch 1950 | loss: 0.031138 | val_loss: 0.0311528 | Time: 1943.16 ms [2021-11-02 10:03:33 main:581] : INFO : Epoch 1951 | loss: 0.0311395 | val_loss: 0.0311477 | Time: 1939.88 ms [2021-11-02 10:03:35 main:581] : INFO : Epoch 1952 | loss: 0.0311369 | val_loss: 0.0311463 | Time: 1974.17 ms [2021-11-02 10:03:37 main:581] : INFO : Epoch 1953 | loss: 0.0311356 | val_loss: 0.0311465 | Time: 1960.85 ms [2021-11-02 10:03:39 main:581] : INFO : Epoch 1954 | loss: 0.0311354 | val_loss: 0.0311459 | Time: 1943.97 ms [2021-11-02 10:03:41 main:581] : INFO : Epoch 1955 | loss: 0.031136 | val_loss: 0.0311502 | Time: 1935.71 ms [2021-11-02 10:03:43 main:581] : INFO : Epoch 1956 | loss: 0.0311356 | val_loss: 0.0311504 | Time: 1938.04 ms [2021-11-02 10:03:45 main:581] : INFO : Epoch 1957 | loss: 0.0311352 | val_loss: 0.031146 | Time: 1936.38 ms [2021-11-02 10:03:47 main:581] : INFO : Epoch 1958 | loss: 0.0311356 | val_loss: 0.0311486 | Time: 1945.52 ms [2021-11-02 10:03:49 main:581] : INFO : Epoch 1959 | loss: 0.0311348 | val_loss: 0.0311518 | Time: 1933.21 ms [2021-11-02 10:03:51 main:581] : INFO : Epoch 1960 | loss: 0.0311366 | val_loss: 0.0311525 | Time: 1932.26 ms [2021-11-02 10:03:53 main:581] : INFO : Epoch 1961 | loss: 0.0311371 | val_loss: 0.0311532 | Time: 1939.87 ms [2021-11-02 10:03:55 main:581] : INFO : Epoch 1962 | loss: 0.0311486 | val_loss: 0.0311548 | Time: 1944.99 ms [2021-11-02 10:03:57 main:581] : INFO : Epoch 1963 | loss: 0.0311502 | val_loss: 0.0311529 | Time: 1961.57 ms [2021-11-02 10:03:59 main:581] : INFO : Epoch 1964 | loss: 0.0311435 | val_loss: 0.031153 | Time: 1969.32 ms [2021-11-02 10:04:01 main:581] : INFO : Epoch 1965 | loss: 0.0311414 | val_loss: 0.0311503 | Time: 1952.47 ms [2021-11-02 10:04:02 main:581] : INFO : Epoch 1966 | loss: 0.0311409 | val_loss: 0.0311499 | Time: 1952.05 ms [2021-11-02 10:04:04 main:581] : INFO : Epoch 1967 | loss: 0.031139 | val_loss: 0.0311508 | Time: 1949.28 ms [2021-11-02 10:04:06 main:581] : INFO : Epoch 1968 | loss: 0.0311388 | val_loss: 0.0311518 | Time: 1937.44 ms [2021-11-02 10:04:08 main:581] : INFO : Epoch 1969 | loss: 0.0311392 | val_loss: 0.0311515 | Time: 1935.03 ms [2021-11-02 10:04:10 main:581] : INFO : Epoch 1970 | loss: 0.0311393 | val_loss: 0.0311523 | Time: 1937.24 ms [2021-11-02 10:04:12 main:581] : INFO : Epoch 1971 | loss: 0.0311368 | val_loss: 0.0311519 | Time: 1932.15 ms [2021-11-02 10:04:14 main:581] : INFO : Epoch 1972 | loss: 0.0311389 | val_loss: 0.0311515 | Time: 1936.47 ms [2021-11-02 10:04:16 main:581] : INFO : Epoch 1973 | loss: 0.0311408 | val_loss: 0.0311536 | Time: 1928.7 ms [2021-11-02 10:04:18 main:581] : INFO : Epoch 1974 | loss: 0.0311382 | val_loss: 0.0311486 | Time: 1933.6 ms [2021-11-02 10:04:20 main:581] : INFO : Epoch 1975 | loss: 0.0311363 | val_loss: 0.0311516 | Time: 1936.24 ms [2021-11-02 10:04:22 main:581] : INFO : Epoch 1976 | loss: 0.0311369 | val_loss: 0.0311496 | Time: 1949.23 ms [2021-11-02 10:04:24 main:581] : INFO : Epoch 1977 | loss: 0.0311379 | val_loss: 0.0311513 | Time: 1933.99 ms [2021-11-02 10:04:26 main:581] : INFO : Epoch 1978 | loss: 0.031136 | val_loss: 0.0311482 | Time: 1930.56 ms [2021-11-02 10:04:28 main:581] : INFO : Epoch 1979 | loss: 0.0311364 | val_loss: 0.0311471 | Time: 1932.73 ms [2021-11-02 10:04:30 main:581] : INFO : Epoch 1980 | loss: 0.0311358 | val_loss: 0.0311477 | Time: 1932.15 ms [2021-11-02 10:04:32 main:581] : INFO : Epoch 1981 | loss: 0.0311372 | val_loss: 0.0311518 | Time: 1934 ms [2021-11-02 10:04:33 main:581] : INFO : Epoch 1982 | loss: 0.0311381 | val_loss: 0.0311507 | Time: 1937.43 ms [2021-11-02 10:04:35 main:581] : INFO : Epoch 1983 | loss: 0.0311346 | val_loss: 0.0311488 | Time: 1934.22 ms [2021-11-02 10:04:37 main:581] : INFO : Epoch 1984 | loss: 0.0311355 | val_loss: 0.0311486 | Time: 1937.72 ms [2021-11-02 10:04:39 main:581] : INFO : Epoch 1985 | loss: 0.0311344 | val_loss: 0.031148 | Time: 1934.19 ms [2021-11-02 10:04:41 main:581] : INFO : Epoch 1986 | loss: 0.0311357 | val_loss: 0.0311526 | Time: 1937.61 ms [2021-11-02 10:04:43 main:581] : INFO : Epoch 1987 | loss: 0.0311353 | val_loss: 0.0311504 | Time: 1946.44 ms [2021-11-02 10:04:45 main:581] : INFO : Epoch 1988 | loss: 0.0311344 | val_loss: 0.0311472 | Time: 1934.17 ms [2021-11-02 10:04:47 main:581] : INFO : Epoch 1989 | loss: 0.0311365 | val_loss: 0.0311525 | Time: 1944.2 ms [2021-11-02 10:04:49 main:581] : INFO : Epoch 1990 | loss: 0.0311414 | val_loss: 0.0311552 | Time: 1951.95 ms [2021-11-02 10:04:51 main:581] : INFO : Epoch 1991 | loss: 0.0311417 | val_loss: 0.0311524 | Time: 1969.51 ms [2021-11-02 10:04:53 main:581] : INFO : Epoch 1992 | loss: 0.0311402 | val_loss: 0.0311519 | Time: 1940.01 ms [2021-11-02 10:04:55 main:581] : INFO : Epoch 1993 | loss: 0.031139 | val_loss: 0.031156 | Time: 1938.75 ms [2021-11-02 10:04:57 main:581] : INFO : Epoch 1994 | loss: 0.0311423 | val_loss: 0.0311569 | Time: 1936.48 ms [2021-11-02 10:04:59 main:581] : INFO : Epoch 1995 | loss: 0.0311448 | val_loss: 0.0311542 | Time: 1935.49 ms [2021-11-02 10:05:01 main:581] : INFO : Epoch 1996 | loss: 0.0311466 | val_loss: 0.0311532 | Time: 1938.98 ms [2021-11-02 10:05:03 main:581] : INFO : Epoch 1997 | loss: 0.0311436 | val_loss: 0.0311473 | Time: 1953.65 ms [2021-11-02 10:05:05 main:581] : INFO : Epoch 1998 | loss: 0.0311433 | val_loss: 0.0311513 | Time: 1937.3 ms [2021-11-02 10:05:06 main:581] : INFO : Epoch 1999 | loss: 0.031142 | val_loss: 0.0311492 | Time: 1936.53 ms [2021-11-02 10:05:08 main:581] : INFO : Epoch 2000 | loss: 0.03114 | val_loss: 0.0311478 | Time: 1928.03 ms [2021-11-02 10:05:10 main:581] : INFO : Epoch 2001 | loss: 0.0311399 | val_loss: 0.0311483 | Time: 1913.99 ms [2021-11-02 10:05:12 main:581] : INFO : Epoch 2002 | loss: 0.0311402 | val_loss: 0.0311487 | Time: 1913.42 ms [2021-11-02 10:05:14 main:581] : INFO : Epoch 2003 | loss: 0.0311443 | val_loss: 0.0311531 | Time: 1928 ms [2021-11-02 10:05:16 main:581] : INFO : Epoch 2004 | loss: 0.0311458 | val_loss: 0.031149 | Time: 1911.9 ms [2021-11-02 10:05:18 main:581] : INFO : Epoch 2005 | loss: 0.031142 | val_loss: 0.0311487 | Time: 1933.22 ms [2021-11-02 10:05:20 main:581] : INFO : Epoch 2006 | loss: 0.0311404 | val_loss: 0.0311477 | Time: 1931.35 ms [2021-11-02 10:05:22 main:581] : INFO : Epoch 2007 | loss: 0.0311401 | val_loss: 0.031147 | Time: 1914.25 ms [2021-11-02 10:05:24 main:581] : INFO : Epoch 2008 | loss: 0.0311395 | val_loss: 0.0311478 | Time: 1961.16 ms [2021-11-02 10:05:26 main:581] : INFO : Epoch 2009 | loss: 0.0311389 | val_loss: 0.0311488 | Time: 1958.63 ms [2021-11-02 10:05:28 main:581] : INFO : Epoch 2010 | loss: 0.0311396 | val_loss: 0.0311524 | Time: 1940.84 ms [2021-11-02 10:05:30 main:581] : INFO : Epoch 2011 | loss: 0.0311433 | val_loss: 0.0311461 | Time: 1957.61 ms [2021-11-02 10:05:32 main:581] : INFO : Epoch 2012 | loss: 0.0311394 | val_loss: 0.0311487 | Time: 1939.4 ms [2021-11-02 10:05:34 main:581] : INFO : Epoch 2013 | loss: 0.0311384 | val_loss: 0.0311468 | Time: 1949.2 ms [2021-11-02 10:05:36 main:581] : INFO : Epoch 2014 | loss: 0.0311376 | val_loss: 0.0311511 | Time: 1971 ms [2021-11-02 10:05:37 main:581] : INFO : Epoch 2015 | loss: 0.0311394 | val_loss: 0.0311475 | Time: 1952.3 ms [2021-11-02 10:05:39 main:581] : INFO : Epoch 2016 | loss: 0.0311375 | val_loss: 0.0311473 | Time: 1935.78 ms [2021-11-02 10:05:41 main:581] : INFO : Epoch 2017 | loss: 0.0311374 | val_loss: 0.0311444 | Time: 1936.03 ms [2021-11-02 10:05:43 main:581] : INFO : Epoch 2018 | loss: 0.0311369 | val_loss: 0.0311438 | Time: 1937.76 ms [2021-11-02 10:05:45 main:581] : INFO : Epoch 2019 | loss: 0.0311366 | val_loss: 0.0311463 | Time: 1933.77 ms [2021-11-02 10:05:47 main:581] : INFO : Epoch 2020 | loss: 0.0311365 | val_loss: 0.0311462 | Time: 1942 ms [2021-11-02 10:05:49 main:581] : INFO : Epoch 2021 | loss: 0.0311368 | val_loss: 0.0311496 | Time: 1943.76 ms [2021-11-02 10:05:51 main:581] : INFO : Epoch 2022 | loss: 0.0311397 | val_loss: 0.0311497 | Time: 1937.83 ms [2021-11-02 10:05:53 main:581] : INFO : Epoch 2023 | loss: 0.0311387 | val_loss: 0.0311485 | Time: 1934.98 ms [2021-11-02 10:05:55 main:581] : INFO : Epoch 2024 | loss: 0.0311376 | val_loss: 0.0311505 | Time: 1936.05 ms [2021-11-02 10:05:57 main:581] : INFO : Epoch 2025 | loss: 0.0311373 | val_loss: 0.0311481 | Time: 1936.91 ms [2021-11-02 10:05:59 main:581] : INFO : Epoch 2026 | loss: 0.0311406 | val_loss: 0.0311517 | Time: 1940.67 ms [2021-11-02 10:06:01 main:581] : INFO : Epoch 2027 | loss: 0.0311377 | val_loss: 0.0311441 | Time: 1934.43 ms [2021-11-02 10:06:03 main:581] : INFO : Epoch 2028 | loss: 0.0311364 | val_loss: 0.0311481 | Time: 1942.23 ms [2021-11-02 10:06:05 main:581] : INFO : Epoch 2029 | loss: 0.031139 | val_loss: 0.0311501 | Time: 1947.75 ms [2021-11-02 10:06:07 main:581] : INFO : Epoch 2030 | loss: 0.0311403 | val_loss: 0.0311482 | Time: 1948.63 ms [2021-11-02 10:06:08 main:581] : INFO : Epoch 2031 | loss: 0.0311396 | val_loss: 0.0311483 | Time: 1933.87 ms [2021-11-02 10:06:10 main:581] : INFO : Epoch 2032 | loss: 0.0311394 | val_loss: 0.0311488 | Time: 1928.52 ms [2021-11-02 10:06:12 main:581] : INFO : Epoch 2033 | loss: 0.031137 | val_loss: 0.0311469 | Time: 1917.61 ms [2021-11-02 10:06:14 main:581] : INFO : Epoch 2034 | loss: 0.0311362 | val_loss: 0.031147 | Time: 1919.55 ms [2021-11-02 10:06:16 main:581] : INFO : Epoch 2035 | loss: 0.0311384 | val_loss: 0.0311506 | Time: 1927.77 ms [2021-11-02 10:06:18 main:581] : INFO : Epoch 2036 | loss: 0.0311397 | val_loss: 0.0311532 | Time: 1948.22 ms [2021-11-02 10:06:20 main:581] : INFO : Epoch 2037 | loss: 0.0311434 | val_loss: 0.0311471 | Time: 1940.13 ms [2021-11-02 10:06:22 main:581] : INFO : Epoch 2038 | loss: 0.0311384 | val_loss: 0.0311532 | Time: 1913.54 ms [2021-11-02 10:06:24 main:581] : INFO : Epoch 2039 | loss: 0.0311397 | val_loss: 0.0311488 | Time: 1933.27 ms [2021-11-02 10:06:26 main:581] : INFO : Epoch 2040 | loss: 0.0311387 | val_loss: 0.0311469 | Time: 1936.94 ms [2021-11-02 10:06:28 main:581] : INFO : Epoch 2041 | loss: 0.0311365 | val_loss: 0.0311482 | Time: 1952.26 ms [2021-11-02 10:06:30 main:581] : INFO : Epoch 2042 | loss: 0.0311404 | val_loss: 0.0311494 | Time: 1946.38 ms [2021-11-02 10:06:32 main:581] : INFO : Epoch 2043 | loss: 0.0311402 | val_loss: 0.0311466 | Time: 1941.05 ms [2021-11-02 10:06:34 main:581] : INFO : Epoch 2044 | loss: 0.0311391 | val_loss: 0.03115 | Time: 1948.71 ms [2021-11-02 10:06:36 main:581] : INFO : Epoch 2045 | loss: 0.0311406 | val_loss: 0.0311467 | Time: 1938.04 ms [2021-11-02 10:06:38 main:581] : INFO : Epoch 2046 | loss: 0.0311384 | val_loss: 0.0311487 | Time: 1929.99 ms [2021-11-02 10:06:39 main:581] : INFO : Epoch 2047 | loss: 0.0311374 | val_loss: 0.0311462 | Time: 1915.79 ms [2021-11-02 10:06:41 main:581] : INFO : Epoch 2048 | loss: 0.0311348 | val_loss: 0.0311458 | Time: 1935.57 ms [2021-11-02 10:06:41 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311458 [2021-11-02 10:06:41 main:610] : INFO : Saving end state to config to file [2021-11-02 10:06:41 main:615] : INFO : Success, exiting.. 10:06:41 (38963): 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)