Task 14150046
| Name | ParityModified-1647042427-31935-2-0_0 |
| Workunit | 11214451 |
| Created | 31 Mar 2022, 16:57:28 UTC |
| Sent | 7 Apr 2022, 8:02:29 UTC |
| Report deadline | 15 Apr 2022, 8:02:29 UTC |
| Received | 8 Apr 2022, 0:13:25 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 7 min 14 sec |
| CPU time | 1 hours 6 min 54 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| 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> main:574] : INFO : Epoch 1542 | loss: 0.0310957 | val_loss: 0.0311414 | Time: 1947.65 ms [2022-04-07 18:56:19 main:574] : INFO : Epoch 1543 | loss: 0.0310955 | val_loss: 0.031138 | Time: 1960.54 ms [2022-04-07 18:56:21 main:574] : INFO : Epoch 1544 | loss: 0.0310951 | val_loss: 0.0311457 | Time: 1948.33 ms [2022-04-07 18:56:23 main:574] : INFO : Epoch 1545 | loss: 0.0310998 | val_loss: 0.0311441 | Time: 1958.85 ms [2022-04-07 18:56:25 main:574] : INFO : Epoch 1546 | loss: 0.0310972 | val_loss: 0.031147 | Time: 1933.47 ms [2022-04-07 18:56:27 main:574] : INFO : Epoch 1547 | loss: 0.031112 | val_loss: 0.0311476 | Time: 1965.78 ms [2022-04-07 18:56:29 main:574] : INFO : Epoch 1548 | loss: 0.031125 | val_loss: 0.0311436 | Time: 1958.78 ms [2022-04-07 18:56:31 main:574] : INFO : Epoch 1549 | loss: 0.0311212 | val_loss: 0.0311422 | Time: 1954.04 ms [2022-04-07 18:56:33 main:574] : INFO : Epoch 1550 | loss: 0.0311265 | val_loss: 0.0311389 | Time: 1918.99 ms [2022-04-07 18:56:35 main:574] : INFO : Epoch 1551 | loss: 0.0311174 | val_loss: 0.0311403 | Time: 1945.22 ms [2022-04-07 18:56:36 main:574] : INFO : Epoch 1552 | loss: 0.0311148 | val_loss: 0.0311388 | Time: 1948.43 ms [2022-04-07 18:56:38 main:574] : INFO : Epoch 1553 | loss: 0.0311148 | val_loss: 0.0311467 | Time: 1963.34 ms [2022-04-07 18:56:40 main:574] : INFO : Epoch 1554 | loss: 0.0311128 | val_loss: 0.0311379 | Time: 1975.82 ms [2022-04-07 18:56:42 main:574] : INFO : Epoch 1555 | loss: 0.0311085 | val_loss: 0.0311386 | Time: 1950.23 ms [2022-04-07 18:56:44 main:574] : INFO : Epoch 1556 | loss: 0.0311049 | val_loss: 0.031142 | Time: 1943.71 ms [2022-04-07 18:56:46 main:574] : INFO : Epoch 1557 | loss: 0.0311037 | val_loss: 0.03115 | Time: 1947.63 ms [2022-04-07 18:56:48 main:574] : INFO : Epoch 1558 | loss: 0.031104 | val_loss: 0.0311452 | Time: 1939.76 ms [2022-04-07 18:56:50 main:574] : INFO : Epoch 1559 | loss: 0.031101 | val_loss: 0.0311411 | Time: 1939.54 ms [2022-04-07 18:56:52 main:574] : INFO : Epoch 1560 | loss: 0.0311009 | val_loss: 0.0311402 | Time: 2024.27 ms [2022-04-07 18:56:54 main:574] : INFO : Epoch 1561 | loss: 0.0311051 | val_loss: 0.0311442 | Time: 2011.6 ms [2022-04-07 18:56:56 main:574] : INFO : Epoch 1562 | loss: 0.0311085 | val_loss: 0.0311407 | Time: 1965.83 ms [2022-04-07 18:56:58 main:574] : INFO : Epoch 1563 | loss: 0.0311048 | val_loss: 0.0311499 | Time: 1939.31 ms [2022-04-07 18:57:00 main:574] : INFO : Epoch 1564 | loss: 0.0310997 | val_loss: 0.0311458 | Time: 1952.81 ms [2022-04-07 18:57:02 main:574] : INFO : Epoch 1565 | loss: 0.0310985 | val_loss: 0.0311391 | Time: 1951.66 ms [2022-04-07 18:57:04 main:574] : INFO : Epoch 1566 | loss: 0.0310953 | val_loss: 0.0311447 | Time: 1944.39 ms [2022-04-07 18:57:06 main:574] : INFO : Epoch 1567 | loss: 0.0310955 | val_loss: 0.031141 | Time: 1961.33 ms [2022-04-07 18:57:08 main:574] : INFO : Epoch 1568 | loss: 0.031096 | val_loss: 0.0311463 | Time: 1964.09 ms [2022-04-07 18:57:10 main:574] : INFO : Epoch 1569 | loss: 0.0310969 | val_loss: 0.0311455 | Time: 1952.35 ms [2022-04-07 18:57:12 main:574] : INFO : Epoch 1570 | loss: 0.0311098 | val_loss: 0.0311446 | Time: 1983.57 ms [2022-04-07 18:57:14 main:574] : INFO : Epoch 1571 | loss: 0.0311131 | val_loss: 0.0311446 | Time: 1951.53 ms [2022-04-07 18:57:16 main:574] : INFO : Epoch 1572 | loss: 0.0311058 | val_loss: 0.0311381 | Time: 1939.69 ms [2022-04-07 18:57:18 main:574] : INFO : Epoch 1573 | loss: 0.0311006 | val_loss: 0.031139 | Time: 1955.94 ms [2022-04-07 18:57:20 main:574] : INFO : Epoch 1574 | loss: 0.0311005 | val_loss: 0.0311455 | Time: 1948.64 ms [2022-04-07 18:57:22 main:574] : INFO : Epoch 1575 | loss: 0.031099 | val_loss: 0.0311434 | Time: 1952.15 ms [2022-04-07 18:57:24 main:574] : INFO : Epoch 1576 | loss: 0.0310996 | val_loss: 0.0311407 | Time: 1965.73 ms [2022-04-07 18:57:26 main:574] : INFO : Epoch 1577 | loss: 0.0310987 | val_loss: 0.0311401 | Time: 1922.94 ms [2022-04-07 18:57:27 main:574] : INFO : Epoch 1578 | loss: 0.0310967 | val_loss: 0.0311406 | Time: 1936.41 ms [2022-04-07 18:57:29 main:574] : INFO : Epoch 1579 | loss: 0.0310952 | val_loss: 0.0311396 | Time: 1956.52 ms [2022-04-07 18:57:31 main:574] : INFO : Epoch 1580 | loss: 0.0310938 | val_loss: 0.0311413 | Time: 1960.38 ms [2022-04-07 18:57:33 main:574] : INFO : Epoch 1581 | loss: 0.0310946 | val_loss: 0.0311412 | Time: 1963.09 ms [2022-04-07 18:57:35 main:574] : INFO : Epoch 1582 | loss: 0.0310969 | val_loss: 0.0311378 | Time: 1957.02 ms [2022-04-07 18:57:37 main:574] : INFO : Epoch 1583 | loss: 0.0310976 | val_loss: 0.0311392 | Time: 1971 ms [2022-04-07 18:57:39 main:574] : INFO : Epoch 1584 | loss: 0.0310964 | val_loss: 0.0311407 | Time: 1958.49 ms [2022-04-07 18:57:41 main:574] : INFO : Epoch 1585 | loss: 0.0310997 | val_loss: 0.0311402 | Time: 1979.16 ms [2022-04-07 18:57:43 main:574] : INFO : Epoch 1586 | loss: 0.0311016 | val_loss: 0.0311382 | Time: 1931.18 ms [2022-04-07 18:57:45 main:574] : INFO : Epoch 1587 | loss: 0.0311166 | val_loss: 0.0311431 | Time: 1917.18 ms [2022-04-07 18:57:47 main:574] : INFO : Epoch 1588 | loss: 0.031131 | val_loss: 0.0311532 | Time: 1941.01 ms [2022-04-07 18:57:49 main:574] : INFO : Epoch 1589 | loss: 0.0311414 | val_loss: 0.0311504 | Time: 1946.03 ms [2022-04-07 18:57:51 main:574] : INFO : Epoch 1590 | loss: 0.0311369 | val_loss: 0.0311526 | Time: 1964.34 ms [2022-04-07 18:57:53 main:574] : INFO : Epoch 1591 | loss: 0.0311333 | val_loss: 0.0311528 | Time: 1972.57 ms [2022-04-07 18:57:55 main:574] : INFO : Epoch 1592 | loss: 0.0311468 | val_loss: 0.0311627 | Time: 1956.64 ms [2022-04-07 18:57:57 main:574] : INFO : Epoch 1593 | loss: 0.0311581 | val_loss: 0.0311601 | Time: 1946.06 ms [2022-04-07 18:57:59 main:574] : INFO : Epoch 1594 | loss: 0.0311557 | val_loss: 0.0311565 | Time: 1961.63 ms [2022-04-07 18:58:01 main:574] : INFO : Epoch 1595 | loss: 0.0311512 | val_loss: 0.0311535 | Time: 1952.47 ms [2022-04-07 18:58:03 main:574] : INFO : Epoch 1596 | loss: 0.0311502 | val_loss: 0.0311539 | Time: 1934.99 ms [2022-04-07 18:58:05 main:574] : INFO : Epoch 1597 | loss: 0.0311414 | val_loss: 0.0311511 | Time: 1943.9 ms [2022-04-07 18:58:07 main:574] : INFO : Epoch 1598 | loss: 0.0311358 | val_loss: 0.0311493 | Time: 1955.97 ms [2022-04-07 18:58:09 main:574] : INFO : Epoch 1599 | loss: 0.0311328 | val_loss: 0.0311471 | Time: 1953.13 ms [2022-04-07 18:58:11 main:574] : INFO : Epoch 1600 | loss: 0.0311308 | val_loss: 0.0311511 | Time: 1958.37 ms [2022-04-07 18:58:13 main:574] : INFO : Epoch 1601 | loss: 0.0311326 | val_loss: 0.0311475 | Time: 1953.34 ms [2022-04-07 18:58:14 main:574] : INFO : Epoch 1602 | loss: 0.0311297 | val_loss: 0.0311471 | Time: 1943.9 ms [2022-04-07 18:58:16 main:574] : INFO : Epoch 1603 | loss: 0.0311272 | val_loss: 0.0311475 | Time: 1952.69 ms [2022-04-07 18:58:18 main:574] : INFO : Epoch 1604 | loss: 0.0311253 | val_loss: 0.0311461 | Time: 1928.34 ms [2022-04-07 18:58:20 main:574] : INFO : Epoch 1605 | loss: 0.0311249 | val_loss: 0.0311464 | Time: 1973.43 ms [2022-04-07 18:58:22 main:574] : INFO : Epoch 1606 | loss: 0.031139 | val_loss: 0.031166 | Time: 1940.27 ms [2022-04-07 18:58:24 main:574] : INFO : Epoch 1607 | loss: 0.0311529 | val_loss: 0.0311638 | Time: 1922.25 ms [2022-04-07 18:58:26 main:574] : INFO : Epoch 1608 | loss: 0.0311491 | val_loss: 0.0311527 | Time: 1927.02 ms [2022-04-07 18:58:28 main:574] : INFO : Epoch 1609 | loss: 0.0311434 | val_loss: 0.0311518 | Time: 1944.5 ms [2022-04-07 18:58:30 main:574] : INFO : Epoch 1610 | loss: 0.0311402 | val_loss: 0.0311491 | Time: 1953.72 ms [2022-04-07 18:58:32 main:574] : INFO : Epoch 1611 | loss: 0.0311368 | val_loss: 0.0311486 | Time: 1909.16 ms [2022-04-07 18:58:34 main:574] : INFO : Epoch 1612 | loss: 0.0311338 | val_loss: 0.0311486 | Time: 1957.21 ms [2022-04-07 18:58:36 main:574] : INFO : Epoch 1613 | loss: 0.031133 | val_loss: 0.0311474 | Time: 1947.72 ms [2022-04-07 18:58:38 main:574] : INFO : Epoch 1614 | loss: 0.0311314 | val_loss: 0.0311465 | Time: 1942.04 ms [2022-04-07 18:58:40 main:574] : INFO : Epoch 1615 | loss: 0.0311317 | val_loss: 0.0311515 | Time: 1954.72 ms [2022-04-07 18:58:42 main:574] : INFO : Epoch 1616 | loss: 0.031132 | val_loss: 0.0311462 | Time: 1952.77 ms [2022-04-07 18:58:44 main:574] : INFO : Epoch 1617 | loss: 0.0311342 | val_loss: 0.0311469 | Time: 1965.47 ms [2022-04-07 18:58:46 main:574] : INFO : Epoch 1618 | loss: 0.031131 | val_loss: 0.0311459 | Time: 1963.7 ms [2022-04-07 18:58:48 main:574] : INFO : Epoch 1619 | loss: 0.0311275 | val_loss: 0.03115 | Time: 1948.64 ms [2022-04-07 18:58:50 main:574] : INFO : Epoch 1620 | loss: 0.0311268 | val_loss: 0.0311463 | Time: 1937.43 ms [2022-04-07 18:58:51 main:574] : INFO : Epoch 1621 | loss: 0.0311254 | val_loss: 0.0311492 | Time: 1933.49 ms [2022-04-07 18:58:53 main:574] : INFO : Epoch 1622 | loss: 0.0311252 | val_loss: 0.0311465 | Time: 1931.06 ms [2022-04-07 18:58:55 main:574] : INFO : Epoch 1623 | loss: 0.0311243 | val_loss: 0.0311476 | Time: 1921.4 ms [2022-04-07 18:58:57 main:574] : INFO : Epoch 1624 | loss: 0.0311234 | val_loss: 0.0311457 | Time: 1937.72 ms [2022-04-07 18:58:59 main:574] : INFO : Epoch 1625 | loss: 0.0311245 | val_loss: 0.0311485 | Time: 1969.87 ms [2022-04-07 18:59:01 main:574] : INFO : Epoch 1626 | loss: 0.0311249 | val_loss: 0.031145 | Time: 1935.89 ms [2022-04-07 18:59:03 main:574] : INFO : Epoch 1627 | loss: 0.0311216 | val_loss: 0.0311454 | Time: 1942.23 ms [2022-04-07 18:59:05 main:574] : INFO : Epoch 1628 | loss: 0.0311218 | val_loss: 0.0311485 | Time: 1946.98 ms [2022-04-07 18:59:07 main:574] : INFO : Epoch 1629 | loss: 0.0311192 | val_loss: 0.0311471 | Time: 1950.58 ms [2022-04-07 18:59:09 main:574] : INFO : Epoch 1630 | loss: 0.0311186 | val_loss: 0.0311447 | Time: 1936.28 ms [2022-04-07 18:59:11 main:574] : INFO : Epoch 1631 | loss: 0.0311193 | val_loss: 0.031145 | Time: 1940.4 ms [2022-04-07 18:59:13 main:574] : INFO : Epoch 1632 | loss: 0.0311187 | val_loss: 0.0311492 | Time: 1913.1 ms [2022-04-07 18:59:15 main:574] : INFO : Epoch 1633 | loss: 0.0311186 | val_loss: 0.0311437 | Time: 1946.31 ms [2022-04-07 18:59:17 main:574] : INFO : Epoch 1634 | loss: 0.0311176 | val_loss: 0.0311493 | Time: 1925.08 ms [2022-04-07 18:59:19 main:574] : INFO : Epoch 1635 | loss: 0.0311518 | val_loss: 0.0311513 | Time: 1970.34 ms [2022-04-07 18:59:21 main:574] : INFO : Epoch 1636 | loss: 0.0311455 | val_loss: 0.0311435 | Time: 1964.14 ms [2022-04-07 18:59:23 main:574] : INFO : Epoch 1637 | loss: 0.0311373 | val_loss: 0.0311445 | Time: 1934.36 ms [2022-04-07 18:59:25 main:574] : INFO : Epoch 1638 | loss: 0.0311323 | val_loss: 0.0311448 | Time: 1966.44 ms [2022-04-07 18:59:27 main:574] : INFO : Epoch 1639 | loss: 0.0311289 | val_loss: 0.0311472 | Time: 1923.57 ms [2022-04-07 18:59:28 main:574] : INFO : Epoch 1640 | loss: 0.0311262 | val_loss: 0.0311477 | Time: 1941.69 ms [2022-04-07 18:59:30 main:574] : INFO : Epoch 1641 | loss: 0.0311255 | val_loss: 0.0311443 | Time: 1938.24 ms [2022-04-07 18:59:32 main:574] : INFO : Epoch 1642 | loss: 0.0311249 | val_loss: 0.0311431 | Time: 1926.79 ms [2022-04-07 18:59:34 main:574] : INFO : Epoch 1643 | loss: 0.0311243 | val_loss: 0.0311451 | Time: 1966.34 ms [2022-04-07 18:59:36 main:574] : INFO : Epoch 1644 | loss: 0.0311227 | val_loss: 0.0311427 | Time: 1955.74 ms [2022-04-07 18:59:38 main:574] : INFO : Epoch 1645 | loss: 0.031121 | val_loss: 0.0311429 | Time: 1970.59 ms [2022-04-07 18:59:40 main:574] : INFO : Epoch 1646 | loss: 0.0311196 | val_loss: 0.0311451 | Time: 1934.52 ms [2022-04-07 18:59:42 main:574] : INFO : Epoch 1647 | loss: 0.0311218 | val_loss: 0.031142 | Time: 1926.88 ms [2022-04-07 18:59:44 main:574] : INFO : Epoch 1648 | loss: 0.0311238 | val_loss: 0.0311439 | Time: 1950.54 ms [2022-04-07 18:59:46 main:574] : INFO : Epoch 1649 | loss: 0.031121 | val_loss: 0.0311411 | Time: 1949.79 ms [2022-04-07 18:59:48 main:574] : INFO : Epoch 1650 | loss: 0.0311225 | val_loss: 0.0311604 | Time: 1967.73 ms [2022-04-07 18:59:50 main:574] : INFO : Epoch 1651 | loss: 0.0311628 | val_loss: 0.0311655 | Time: 1934.71 ms [2022-04-07 18:59:52 main:574] : INFO : Epoch 1652 | loss: 0.0311673 | val_loss: 0.0311617 | Time: 1944.92 ms [2022-04-07 18:59:54 main:574] : INFO : Epoch 1653 | loss: 0.0311592 | val_loss: 0.0311596 | Time: 1933.35 ms [2022-04-07 18:59:56 main:574] : INFO : Epoch 1654 | loss: 0.0311549 | val_loss: 0.031166 | Time: 1950.91 ms [2022-04-07 18:59:58 main:574] : INFO : Epoch 1655 | loss: 0.0311526 | val_loss: 0.0311593 | Time: 1932.55 ms [2022-04-07 19:00:00 main:574] : INFO : Epoch 1656 | loss: 0.0311494 | val_loss: 0.0311552 | Time: 1965.32 ms [2022-04-07 19:00:02 main:574] : INFO : Epoch 1657 | loss: 0.0311477 | val_loss: 0.031154 | Time: 1930.33 ms [2022-04-07 19:00:04 main:574] : INFO : Epoch 1658 | loss: 0.0311461 | val_loss: 0.0311552 | Time: 1963.68 ms [2022-04-07 19:00:06 main:574] : INFO : Epoch 1659 | loss: 0.0311439 | val_loss: 0.0311524 | Time: 1960.8 ms [2022-04-07 19:00:08 main:574] : INFO : Epoch 1660 | loss: 0.0311415 | val_loss: 0.0311528 | Time: 1955.43 ms [2022-04-07 19:00:09 main:574] : INFO : Epoch 1661 | loss: 0.03114 | val_loss: 0.031152 | Time: 1962.94 ms [2022-04-07 19:00:11 main:574] : INFO : Epoch 1662 | loss: 0.0311384 | val_loss: 0.0311498 | Time: 1931.28 ms [2022-04-07 19:00:13 main:574] : INFO : Epoch 1663 | loss: 0.031137 | val_loss: 0.0311503 | Time: 1948.02 ms [2022-04-07 19:00:15 main:574] : INFO : Epoch 1664 | loss: 0.0311357 | val_loss: 0.03115 | Time: 1953.95 ms [2022-04-07 19:00:17 main:574] : INFO : Epoch 1665 | loss: 0.0311362 | val_loss: 0.031153 | Time: 1957.29 ms [2022-04-07 19:00:19 main:574] : INFO : Epoch 1666 | loss: 0.0311358 | val_loss: 0.031149 | Time: 1960.61 ms [2022-04-07 19:00:21 main:574] : INFO : Epoch 1667 | loss: 0.0311331 | val_loss: 0.0311508 | Time: 1942.42 ms [2022-04-07 19:00:23 main:574] : INFO : Epoch 1668 | loss: 0.0311328 | val_loss: 0.0311497 | Time: 1963.33 ms [2022-04-07 19:00:25 main:574] : INFO : Epoch 1669 | loss: 0.031131 | val_loss: 0.0311492 | Time: 1968.63 ms [2022-04-07 19:00:27 main:574] : INFO : Epoch 1670 | loss: 0.0311304 | val_loss: 0.0311425 | Time: 1952.4 ms [2022-04-07 19:00:29 main:574] : INFO : Epoch 1671 | loss: 0.0311282 | val_loss: 0.0311427 | Time: 1951.49 ms [2022-04-07 19:00:31 main:574] : INFO : Epoch 1672 | loss: 0.0311268 | val_loss: 0.0311442 | Time: 1946.07 ms [2022-04-07 19:00:33 main:574] : INFO : Epoch 1673 | loss: 0.031126 | val_loss: 0.0311504 | Time: 1958.65 ms [2022-04-07 19:00:35 main:574] : INFO : Epoch 1674 | loss: 0.0311302 | val_loss: 0.0311489 | Time: 1970.3 ms [2022-04-07 19:00:37 main:574] : INFO : Epoch 1675 | loss: 0.0311314 | val_loss: 0.0311447 | Time: 1947.58 ms [2022-04-07 19:00:39 main:574] : INFO : Epoch 1676 | loss: 0.0311264 | val_loss: 0.0311463 | Time: 1931 ms [2022-04-07 19:00:41 main:574] : INFO : Epoch 1677 | loss: 0.0311246 | val_loss: 0.0311457 | Time: 1955.76 ms [2022-04-07 19:00:43 main:574] : INFO : Epoch 1678 | loss: 0.0311231 | val_loss: 0.031147 | Time: 1938.92 ms [2022-04-07 19:00:45 main:574] : INFO : Epoch 1679 | loss: 0.0311238 | val_loss: 0.0311504 | Time: 1951.5 ms [2022-04-07 19:00:47 main:574] : INFO : Epoch 1680 | loss: 0.031126 | val_loss: 0.0311479 | Time: 1951.57 ms [2022-04-07 19:00:49 main:574] : INFO : Epoch 1681 | loss: 0.0311286 | val_loss: 0.0311468 | Time: 1946.9 ms [2022-04-07 19:00:51 main:574] : INFO : Epoch 1682 | loss: 0.0311269 | val_loss: 0.0311427 | Time: 1963.1 ms [2022-04-07 19:00:53 main:574] : INFO : Epoch 1683 | loss: 0.0311223 | val_loss: 0.0311492 | Time: 1939.27 ms [2022-04-07 19:00:55 main:574] : INFO : Epoch 1684 | loss: 0.0311245 | val_loss: 0.0311536 | Time: 2053.79 ms [2022-04-07 19:00:57 main:574] : INFO : Epoch 1685 | loss: 0.031124 | val_loss: 0.0311454 | Time: 1942.48 ms [2022-04-07 19:00:59 main:574] : INFO : Epoch 1686 | loss: 0.0311212 | val_loss: 0.0311429 | Time: 1979.85 ms [2022-04-07 19:01:01 main:574] : INFO : Epoch 1687 | loss: 0.0311209 | val_loss: 0.0311445 | Time: 1991.2 ms [2022-04-07 19:01:02 main:574] : INFO : Epoch 1688 | loss: 0.0311251 | val_loss: 0.0311458 | Time: 1958.67 ms [2022-04-07 19:01:04 main:574] : INFO : Epoch 1689 | loss: 0.0311263 | val_loss: 0.0311462 | Time: 1941.81 ms [2022-04-07 19:01:06 main:574] : INFO : Epoch 1690 | loss: 0.0311225 | val_loss: 0.0311438 | Time: 1946.14 ms [2022-04-07 19:01:08 main:574] : INFO : Epoch 1691 | loss: 0.031121 | val_loss: 0.0311438 | Time: 1950.69 ms [2022-04-07 19:01:10 main:574] : INFO : Epoch 1692 | loss: 0.0311217 | val_loss: 0.0311456 | Time: 1935.16 ms [2022-04-07 19:01:12 main:574] : INFO : Epoch 1693 | loss: 0.0311214 | val_loss: 0.0311453 | Time: 1962.28 ms [2022-04-07 19:01:14 main:574] : INFO : Epoch 1694 | loss: 0.0311285 | val_loss: 0.0311485 | Time: 1917.06 ms [2022-04-07 19:01:16 main:574] : INFO : Epoch 1695 | loss: 0.0311247 | val_loss: 0.0311504 | Time: 1939.98 ms [2022-04-07 19:01:18 main:574] : INFO : Epoch 1696 | loss: 0.0311225 | val_loss: 0.031148 | Time: 1959.37 ms [2022-04-07 19:01:20 main:574] : INFO : Epoch 1697 | loss: 0.0311188 | val_loss: 0.0311414 | Time: 1940.43 ms [2022-04-07 19:01:22 main:574] : INFO : Epoch 1698 | loss: 0.0311185 | val_loss: 0.0311408 | Time: 1933.01 ms [2022-04-07 19:01:24 main:574] : INFO : Epoch 1699 | loss: 0.0311164 | val_loss: 0.0311408 | Time: 1966.93 ms [2022-04-07 19:01:26 main:574] : INFO : Epoch 1700 | loss: 0.0311143 | val_loss: 0.0311399 | Time: 1927.24 ms [2022-04-07 19:01:28 main:574] : INFO : Epoch 1701 | loss: 0.0311133 | val_loss: 0.0311417 | Time: 1935.43 ms [2022-04-07 19:01:30 main:574] : INFO : Epoch 1702 | loss: 0.0311178 | val_loss: 0.0311549 | Time: 1961.64 ms [2022-04-07 19:01:32 main:574] : INFO : Epoch 1703 | loss: 0.0311187 | val_loss: 0.0311436 | Time: 1947.37 ms [2022-04-07 19:01:34 main:574] : INFO : Epoch 1704 | loss: 0.0311194 | val_loss: 0.031145 | Time: 1963.79 ms [2022-04-07 19:01:36 main:574] : INFO : Epoch 1705 | loss: 0.0311224 | val_loss: 0.031143 | Time: 1998.34 ms [2022-04-07 19:01:38 main:574] : INFO : Epoch 1706 | loss: 0.0311189 | val_loss: 0.0311393 | Time: 1961.84 ms [2022-04-07 19:01:40 main:574] : INFO : Epoch 1707 | loss: 0.0311192 | val_loss: 0.0311395 | Time: 1961.34 ms [2022-04-07 19:01:42 main:574] : INFO : Epoch 1708 | loss: 0.0311173 | val_loss: 0.0311449 | Time: 1958.86 ms [2022-04-07 19:01:44 main:574] : INFO : Epoch 1709 | loss: 0.0311155 | val_loss: 0.0311425 | Time: 1934.43 ms [2022-04-07 19:01:45 main:574] : INFO : Epoch 1710 | loss: 0.0311138 | val_loss: 0.031144 | Time: 1953.86 ms [2022-04-07 19:01:47 main:574] : INFO : Epoch 1711 | loss: 0.0311134 | val_loss: 0.0311423 | Time: 1964.44 ms [2022-04-07 19:01:49 main:574] : INFO : Epoch 1712 | loss: 0.0311133 | val_loss: 0.0311446 | Time: 1999.5 ms [2022-04-07 19:01:51 main:574] : INFO : Epoch 1713 | loss: 0.0311139 | val_loss: 0.0311444 | Time: 1942.33 ms [2022-04-07 19:01:53 main:574] : INFO : Epoch 1714 | loss: 0.0311128 | val_loss: 0.0311457 | Time: 1946.92 ms [2022-04-07 19:01:55 main:574] : INFO : Epoch 1715 | loss: 0.0311124 | val_loss: 0.0311469 | Time: 1961.76 ms [2022-04-07 19:01:57 main:574] : INFO : Epoch 1716 | loss: 0.0311142 | val_loss: 0.0311464 | Time: 1944.1 ms [2022-04-07 19:01:59 main:574] : INFO : Epoch 1717 | loss: 0.031112 | val_loss: 0.0311475 | Time: 1951.85 ms [2022-04-07 19:02:01 main:574] : INFO : Epoch 1718 | loss: 0.0311123 | val_loss: 0.0311464 | Time: 1929.2 ms [2022-04-07 19:02:03 main:574] : INFO : Epoch 1719 | loss: 0.0311107 | val_loss: 0.0311458 | Time: 1971.83 ms [2022-04-07 19:02:05 main:574] : INFO : Epoch 1720 | loss: 0.0311106 | val_loss: 0.031147 | Time: 1955.29 ms [2022-04-07 19:02:07 main:574] : INFO : Epoch 1721 | loss: 0.0311118 | val_loss: 0.0311451 | Time: 1940.4 ms [2022-04-07 19:02:09 main:574] : INFO : Epoch 1722 | loss: 0.0311133 | val_loss: 0.031146 | Time: 1936.39 ms [2022-04-07 19:02:11 main:574] : INFO : Epoch 1723 | loss: 0.0311096 | val_loss: 0.031144 | Time: 1947.8 ms [2022-04-07 19:02:13 main:574] : INFO : Epoch 1724 | loss: 0.0311112 | val_loss: 0.0311457 | Time: 1966 ms [2022-04-07 19:02:15 main:574] : INFO : Epoch 1725 | loss: 0.0311115 | val_loss: 0.0311471 | Time: 1936.44 ms [2022-04-07 19:02:17 main:574] : INFO : Epoch 1726 | loss: 0.0311109 | val_loss: 0.0311513 | Time: 1969.29 ms [2022-04-07 19:02:19 main:574] : INFO : Epoch 1727 | loss: 0.0311112 | val_loss: 0.0311421 | Time: 1942.63 ms [2022-04-07 19:02:21 main:574] : INFO : Epoch 1728 | loss: 0.0311127 | val_loss: 0.0311449 | Time: 1932.94 ms [2022-04-07 19:02:23 main:574] : INFO : Epoch 1729 | loss: 0.0311194 | val_loss: 0.0311455 | Time: 1930.41 ms [2022-04-07 19:02:25 main:574] : INFO : Epoch 1730 | loss: 0.0311182 | val_loss: 0.0311512 | Time: 1959.42 ms [2022-04-07 19:02:27 main:574] : INFO : Epoch 1731 | loss: 0.031119 | val_loss: 0.0311554 | Time: 1941.7 ms [2022-04-07 19:02:29 main:574] : INFO : Epoch 1732 | loss: 0.0311216 | val_loss: 0.0311519 | Time: 1972.14 ms [2022-04-07 19:02:30 main:574] : INFO : Epoch 1733 | loss: 0.0311215 | val_loss: 0.031159 | Time: 1976.05 ms [2022-04-07 19:02:32 main:574] : INFO : Epoch 1734 | loss: 0.0311228 | val_loss: 0.0311503 | Time: 1935.71 ms [2022-04-07 19:02:34 main:574] : INFO : Epoch 1735 | loss: 0.0311174 | val_loss: 0.0311461 | Time: 1963.96 ms [2022-04-07 19:02:36 main:574] : INFO : Epoch 1736 | loss: 0.0311137 | val_loss: 0.0311425 | Time: 1940.94 ms [2022-04-07 19:02:38 main:574] : INFO : Epoch 1737 | loss: 0.0311126 | val_loss: 0.0311531 | Time: 1967.83 ms [2022-04-07 19:02:40 main:574] : INFO : Epoch 1738 | loss: 0.0311153 | val_loss: 0.0311469 | Time: 1956.28 ms [2022-04-07 19:02:42 main:574] : INFO : Epoch 1739 | loss: 0.0311122 | val_loss: 0.0311498 | Time: 1931.62 ms [2022-04-07 19:02:44 main:574] : INFO : Epoch 1740 | loss: 0.0311111 | val_loss: 0.0311427 | Time: 1927.17 ms [2022-04-07 19:02:46 main:574] : INFO : Epoch 1741 | loss: 0.0311095 | val_loss: 0.0311451 | Time: 1974.17 ms [2022-04-07 19:02:48 main:574] : INFO : Epoch 1742 | loss: 0.0311098 | val_loss: 0.0311423 | Time: 1969.23 ms [2022-04-07 19:02:50 main:574] : INFO : Epoch 1743 | loss: 0.0311104 | val_loss: 0.0311498 | Time: 1944.61 ms [2022-04-07 19:02:52 main:574] : INFO : Epoch 1744 | loss: 0.0311212 | val_loss: 0.0311493 | Time: 1984.16 ms [2022-04-07 19:02:54 main:574] : INFO : Epoch 1745 | loss: 0.0311309 | val_loss: 0.0311456 | Time: 1973.23 ms [2022-04-07 19:02:56 main:574] : INFO : Epoch 1746 | loss: 0.0311287 | val_loss: 0.0311435 | Time: 1963.01 ms [2022-04-07 19:02:58 main:574] : INFO : Epoch 1747 | loss: 0.031122 | val_loss: 0.0311456 | Time: 1910.65 ms [2022-04-07 19:03:00 main:574] : INFO : Epoch 1748 | loss: 0.0311179 | val_loss: 0.0311452 | Time: 1985.18 ms [2022-04-07 19:03:02 main:574] : INFO : Epoch 1749 | loss: 0.0311206 | val_loss: 0.0311417 | Time: 1977.39 ms [2022-04-07 19:03:04 main:574] : INFO : Epoch 1750 | loss: 0.0311199 | val_loss: 0.0311393 | Time: 1981.8 ms [2022-04-07 19:03:06 main:574] : INFO : Epoch 1751 | loss: 0.031115 | val_loss: 0.0311419 | Time: 1978.7 ms [2022-04-07 19:03:08 main:574] : INFO : Epoch 1752 | loss: 0.0311147 | val_loss: 0.0311465 | Time: 1937.26 ms [2022-04-07 19:03:10 main:574] : INFO : Epoch 1753 | loss: 0.0311159 | val_loss: 0.0311403 | Time: 1937.71 ms [2022-04-07 19:03:12 main:574] : INFO : Epoch 1754 | loss: 0.0311152 | val_loss: 0.0311495 | Time: 1961.53 ms [2022-04-07 19:03:14 main:574] : INFO : Epoch 1755 | loss: 0.0311132 | val_loss: 0.0311445 | Time: 1976.66 ms [2022-04-07 19:03:16 main:574] : INFO : Epoch 1756 | loss: 0.0311123 | val_loss: 0.0311513 | Time: 1958.7 ms [2022-04-07 19:03:18 main:574] : INFO : Epoch 1757 | loss: 0.0311168 | val_loss: 0.0311554 | Time: 1971.45 ms [2022-04-07 19:03:20 main:574] : INFO : Epoch 1758 | loss: 0.0311633 | val_loss: 0.0311539 | Time: 1945.86 ms [2022-04-07 19:03:22 main:574] : INFO : Epoch 1759 | loss: 0.0311375 | val_loss: 0.031148 | Time: 1954.07 ms [2022-04-07 19:03:23 main:574] : INFO : Epoch 1760 | loss: 0.0311289 | val_loss: 0.0311449 | Time: 1949.61 ms [2022-04-07 19:03:25 main:574] : INFO : Epoch 1761 | loss: 0.0311244 | val_loss: 0.031146 | Time: 1947.24 ms [2022-04-07 19:03:27 main:574] : INFO : Epoch 1762 | loss: 0.0311223 | val_loss: 0.0311446 | Time: 1958.5 ms [2022-04-07 19:03:29 main:574] : INFO : Epoch 1763 | loss: 0.0311181 | val_loss: 0.0311435 | Time: 1932.79 ms [2022-04-07 19:03:31 main:574] : INFO : Epoch 1764 | loss: 0.0311167 | val_loss: 0.0311461 | Time: 1927.67 ms [2022-04-07 19:03:33 main:574] : INFO : Epoch 1765 | loss: 0.0311167 | val_loss: 0.0311407 | Time: 1921.49 ms [2022-04-07 19:03:35 main:574] : INFO : Epoch 1766 | loss: 0.0311156 | val_loss: 0.0311466 | Time: 1933.1 ms [2022-04-07 19:03:37 main:574] : INFO : Epoch 1767 | loss: 0.0311152 | val_loss: 0.0311433 | Time: 1978.61 ms [2022-04-07 19:03:39 main:574] : INFO : Epoch 1768 | loss: 0.0311143 | val_loss: 0.0311455 | Time: 1950.49 ms [2022-04-07 19:03:41 main:574] : INFO : Epoch 1769 | loss: 0.0311131 | val_loss: 0.0311415 | Time: 1944.87 ms [2022-04-07 19:03:43 main:574] : INFO : Epoch 1770 | loss: 0.0311136 | val_loss: 0.0311441 | Time: 1937.56 ms [2022-04-07 19:03:45 main:574] : INFO : Epoch 1771 | loss: 0.0311137 | val_loss: 0.0311451 | Time: 1964.03 ms [2022-04-07 19:03:47 main:574] : INFO : Epoch 1772 | loss: 0.0311128 | val_loss: 0.0311396 | Time: 1933.44 ms [2022-04-07 19:03:49 main:574] : INFO : Epoch 1773 | loss: 0.0311157 | val_loss: 0.031145 | Time: 1943.61 ms [2022-04-07 19:03:51 main:574] : INFO : Epoch 1774 | loss: 0.031113 | val_loss: 0.0311412 | Time: 1936.03 ms [2022-04-07 19:03:53 main:574] : INFO : Epoch 1775 | loss: 0.0311113 | val_loss: 0.0311449 | Time: 1933.96 ms [2022-04-07 19:03:55 main:574] : INFO : Epoch 1776 | loss: 0.03111 | val_loss: 0.0311425 | Time: 1960.54 ms [2022-04-07 19:03:57 main:574] : INFO : Epoch 1777 | loss: 0.0311106 | val_loss: 0.0311414 | Time: 1974.81 ms [2022-04-07 19:03:59 main:574] : INFO : Epoch 1778 | loss: 0.0311156 | val_loss: 0.0311444 | Time: 1948.13 ms [2022-04-07 19:04:01 main:574] : INFO : Epoch 1779 | loss: 0.0311213 | val_loss: 0.0311387 | Time: 1955.3 ms [2022-04-07 19:04:02 main:574] : INFO : Epoch 1780 | loss: 0.0311169 | val_loss: 0.0311394 | Time: 1934.49 ms [2022-04-07 19:04:04 main:574] : INFO : Epoch 1781 | loss: 0.0311125 | val_loss: 0.0311376 | Time: 1942.37 ms [2022-04-07 19:04:06 main:574] : INFO : Epoch 1782 | loss: 0.0311105 | val_loss: 0.0311403 | Time: 1959.82 ms [2022-04-07 19:04:08 main:574] : INFO : Epoch 1783 | loss: 0.0311128 | val_loss: 0.0311438 | Time: 1967.35 ms [2022-04-07 19:04:10 main:574] : INFO : Epoch 1784 | loss: 0.0311171 | val_loss: 0.0311421 | Time: 1940.23 ms [2022-04-07 19:04:12 main:574] : INFO : Epoch 1785 | loss: 0.0311151 | val_loss: 0.0311383 | Time: 1948.27 ms [2022-04-07 19:04:14 main:574] : INFO : Epoch 1786 | loss: 0.031113 | val_loss: 0.0311394 | Time: 1931.96 ms [2022-04-07 19:04:16 main:574] : INFO : Epoch 1787 | loss: 0.0311165 | val_loss: 0.0311424 | Time: 1946.72 ms [2022-04-07 19:04:18 main:574] : INFO : Epoch 1788 | loss: 0.0311173 | val_loss: 0.0311428 | Time: 1940.44 ms [2022-04-07 19:04:20 main:574] : INFO : Epoch 1789 | loss: 0.0311153 | val_loss: 0.0311407 | Time: 1941.19 ms [2022-04-07 19:04:22 main:574] : INFO : Epoch 1790 | loss: 0.0311127 | val_loss: 0.0311372 | Time: 1941.79 ms [2022-04-07 19:04:24 main:574] : INFO : Epoch 1791 | loss: 0.0311148 | val_loss: 0.0311373 | Time: 1966.8 ms [2022-04-07 19:04:26 main:574] : INFO : Epoch 1792 | loss: 0.0311372 | val_loss: 0.0311676 | Time: 1930.89 ms [2022-04-07 19:04:28 main:574] : INFO : Epoch 1793 | loss: 0.031166 | val_loss: 0.0311661 | Time: 1942.75 ms [2022-04-07 19:04:30 main:574] : INFO : Epoch 1794 | loss: 0.0311617 | val_loss: 0.0311611 | Time: 1925.93 ms [2022-04-07 19:04:32 main:574] : INFO : Epoch 1795 | loss: 0.0311572 | val_loss: 0.0311569 | Time: 1957.46 ms [2022-04-07 19:04:34 main:574] : INFO : Epoch 1796 | loss: 0.031154 | val_loss: 0.0311559 | Time: 1952.65 ms [2022-04-07 19:04:36 main:574] : INFO : Epoch 1797 | loss: 0.0311548 | val_loss: 0.0311569 | Time: 1954.88 ms [2022-04-07 19:04:38 main:574] : INFO : Epoch 1798 | loss: 0.0311519 | val_loss: 0.0311561 | Time: 1986.82 ms [2022-04-07 19:04:40 main:574] : INFO : Epoch 1799 | loss: 0.0311514 | val_loss: 0.0311533 | Time: 1958.01 ms [2022-04-07 19:04:42 main:574] : INFO : Epoch 1800 | loss: 0.0311496 | val_loss: 0.0311567 | Time: 1945.57 ms [2022-04-07 19:04:43 main:574] : INFO : Epoch 1801 | loss: 0.0311484 | val_loss: 0.0311512 | Time: 1953.46 ms [2022-04-07 19:04:45 main:574] : INFO : Epoch 1802 | loss: 0.0311487 | val_loss: 0.0311511 | Time: 1931.65 ms [2022-04-07 19:04:47 main:574] : INFO : Epoch 1803 | loss: 0.0311485 | val_loss: 0.0311523 | Time: 1970.04 ms [2022-04-07 19:04:49 main:574] : INFO : Epoch 1804 | loss: 0.0311442 | val_loss: 0.0311514 | Time: 1969.2 ms [2022-04-07 19:04:51 main:574] : INFO : Epoch 1805 | loss: 0.0311431 | val_loss: 0.0311519 | Time: 1957.8 ms [2022-04-07 19:04:53 main:574] : INFO : Epoch 1806 | loss: 0.0311427 | val_loss: 0.0311554 | Time: 1948.2 ms [2022-04-07 19:04:55 main:574] : INFO : Epoch 1807 | loss: 0.0311428 | val_loss: 0.031152 | Time: 1950.76 ms [2022-04-07 19:04:57 main:574] : INFO : Epoch 1808 | loss: 0.0311418 | val_loss: 0.0311506 | Time: 1934.81 ms [2022-04-07 19:04:59 main:574] : INFO : Epoch 1809 | loss: 0.0311409 | val_loss: 0.0311524 | Time: 1968.45 ms [2022-04-07 19:05:01 main:574] : INFO : Epoch 1810 | loss: 0.0311406 | val_loss: 0.0311487 | Time: 1971.83 ms [2022-04-07 19:05:03 main:574] : INFO : Epoch 1811 | loss: 0.0311402 | val_loss: 0.0311509 | Time: 1969.17 ms [2022-04-07 19:05:05 main:574] : INFO : Epoch 1812 | loss: 0.0311381 | val_loss: 0.0311485 | Time: 1988.27 ms [2022-04-07 19:05:07 main:574] : INFO : Epoch 1813 | loss: 0.0311379 | val_loss: 0.0311511 | Time: 1937.49 ms [2022-04-07 19:05:09 main:574] : INFO : Epoch 1814 | loss: 0.0311397 | val_loss: 0.0311496 | Time: 1935.75 ms [2022-04-07 19:05:11 main:574] : INFO : Epoch 1815 | loss: 0.0311383 | val_loss: 0.0311523 | Time: 1950.11 ms [2022-04-07 19:05:13 main:574] : INFO : Epoch 1816 | loss: 0.031139 | val_loss: 0.0311493 | Time: 1956.92 ms [2022-04-07 19:05:15 main:574] : INFO : Epoch 1817 | loss: 0.0311396 | val_loss: 0.0311502 | Time: 1945.67 ms [2022-04-07 19:05:17 main:574] : INFO : Epoch 1818 | loss: 0.0311383 | val_loss: 0.0311504 | Time: 1969.61 ms [2022-04-07 19:05:19 main:574] : INFO : Epoch 1819 | loss: 0.0311363 | val_loss: 0.031152 | Time: 1980.79 ms [2022-04-07 19:05:21 main:574] : INFO : Epoch 1820 | loss: 0.0311367 | val_loss: 0.0311559 | Time: 1956.05 ms [2022-04-07 19:05:23 main:574] : INFO : Epoch 1821 | loss: 0.0311423 | val_loss: 0.0311527 | Time: 1945.22 ms [2022-04-07 19:05:25 main:574] : INFO : Epoch 1822 | loss: 0.0311368 | val_loss: 0.0311496 | Time: 1978.74 ms [2022-04-07 19:05:27 main:574] : INFO : Epoch 1823 | loss: 0.0311357 | val_loss: 0.0311489 | Time: 1986.65 ms [2022-04-07 19:05:29 main:574] : INFO : Epoch 1824 | loss: 0.0311345 | val_loss: 0.031158 | Time: 1949.29 ms [2022-04-07 19:05:31 main:574] : INFO : Epoch 1825 | loss: 0.0311364 | val_loss: 0.0311487 | Time: 1916.36 ms [2022-04-07 19:05:33 main:574] : INFO : Epoch 1826 | loss: 0.0311336 | val_loss: 0.0311474 | Time: 2018.38 ms [2022-04-07 19:05:35 main:574] : INFO : Epoch 1827 | loss: 0.0311337 | val_loss: 0.0311479 | Time: 1942.94 ms [2022-04-07 19:05:36 main:574] : INFO : Epoch 1828 | loss: 0.0311322 | val_loss: 0.0311503 | Time: 1957.77 ms [2022-04-07 19:05:38 main:574] : INFO : Epoch 1829 | loss: 0.0311315 | val_loss: 0.0311468 | Time: 1958.16 ms [2022-04-07 19:05:40 main:574] : INFO : Epoch 1830 | loss: 0.0311307 | val_loss: 0.0311481 | Time: 1961.88 ms [2022-04-07 19:05:42 main:574] : INFO : Epoch 1831 | loss: 0.0311306 | val_loss: 0.0311489 | Time: 1977.8 ms [2022-04-07 19:05:44 main:574] : INFO : Epoch 1832 | loss: 0.0311353 | val_loss: 0.0311494 | Time: 1922.29 ms [2022-04-07 19:05:46 main:574] : INFO : Epoch 1833 | loss: 0.0311368 | val_loss: 0.0311553 | Time: 1964.55 ms [2022-04-07 19:05:48 main:574] : INFO : Epoch 1834 | loss: 0.0311343 | val_loss: 0.0311481 | Time: 1945.6 ms [2022-04-07 19:05:50 main:574] : INFO : Epoch 1835 | loss: 0.0311316 | val_loss: 0.0311449 | Time: 1954.61 ms [2022-04-07 19:05:52 main:574] : INFO : Epoch 1836 | loss: 0.0311321 | val_loss: 0.0311427 | Time: 1947.8 ms [2022-04-07 19:05:54 main:574] : INFO : Epoch 1837 | loss: 0.0311314 | val_loss: 0.0311457 | Time: 1965.04 ms [2022-04-07 19:05:56 main:574] : INFO : Epoch 1838 | loss: 0.0311317 | val_loss: 0.0311482 | Time: 1998.22 ms [2022-04-07 19:05:58 main:574] : INFO : Epoch 1839 | loss: 0.0311328 | val_loss: 0.0311439 | Time: 1950.93 ms [2022-04-07 19:06:00 main:574] : INFO : Epoch 1840 | loss: 0.0311308 | val_loss: 0.0311427 | Time: 1979.67 ms [2022-04-07 19:06:02 main:574] : INFO : Epoch 1841 | loss: 0.0311297 | val_loss: 0.0311491 | Time: 1938.65 ms [2022-04-07 19:06:04 main:574] : INFO : Epoch 1842 | loss: 0.0311295 | val_loss: 0.031143 | Time: 1961.92 ms [2022-04-07 19:06:06 main:574] : INFO : Epoch 1843 | loss: 0.0311284 | val_loss: 0.0311431 | Time: 1945.22 ms [2022-04-07 19:06:08 main:574] : INFO : Epoch 1844 | loss: 0.0311276 | val_loss: 0.031143 | Time: 1964.19 ms [2022-04-07 19:06:10 main:574] : INFO : Epoch 1845 | loss: 0.0311281 | val_loss: 0.0311437 | Time: 1965.74 ms [2022-04-07 19:06:12 main:574] : INFO : Epoch 1846 | loss: 0.0311266 | val_loss: 0.0311429 | Time: 1949.85 ms [2022-04-07 19:06:14 main:574] : INFO : Epoch 1847 | loss: 0.0311255 | val_loss: 0.031143 | Time: 1969.85 ms [2022-04-07 19:06:16 main:574] : INFO : Epoch 1848 | loss: 0.0311255 | val_loss: 0.0311408 | Time: 1923.35 ms [2022-04-07 19:06:18 main:574] : INFO : Epoch 1849 | loss: 0.0311269 | val_loss: 0.0311494 | Time: 1964.74 ms [2022-04-07 19:06:20 main:574] : INFO : Epoch 1850 | loss: 0.031129 | val_loss: 0.0311461 | Time: 1936.72 ms [2022-04-07 19:06:22 main:574] : INFO : Epoch 1851 | loss: 0.0311282 | val_loss: 0.0311465 | Time: 1969.6 ms [2022-04-07 19:06:24 main:574] : INFO : Epoch 1852 | loss: 0.0311275 | val_loss: 0.0311458 | Time: 1958.26 ms [2022-04-07 19:06:26 main:574] : INFO : Epoch 1853 | loss: 0.031127 | val_loss: 0.0311411 | Time: 1949.89 ms [2022-04-07 19:06:27 main:574] : INFO : Epoch 1854 | loss: 0.0311273 | val_loss: 0.0311434 | Time: 1958.81 ms [2022-04-07 19:06:29 main:574] : INFO : Epoch 1855 | loss: 0.0311236 | val_loss: 0.0311435 | Time: 1957.75 ms [2022-04-07 19:06:31 main:574] : INFO : Epoch 1856 | loss: 0.0311242 | val_loss: 0.0311463 | Time: 1953.18 ms [2022-04-07 19:06:33 main:574] : INFO : Epoch 1857 | loss: 0.0311234 | val_loss: 0.0311447 | Time: 1902.99 ms [2022-04-07 19:06:35 main:574] : INFO : Epoch 1858 | loss: 0.0311244 | val_loss: 0.0311512 | Time: 1955.63 ms [2022-04-07 19:06:37 main:574] : INFO : Epoch 1859 | loss: 0.0311247 | val_loss: 0.0311469 | Time: 1959.45 ms [2022-04-07 19:06:39 main:574] : INFO : Epoch 1860 | loss: 0.0311245 | val_loss: 0.0311477 | Time: 1977.86 ms [2022-04-07 19:06:41 main:574] : INFO : Epoch 1861 | loss: 0.0311227 | val_loss: 0.0311438 | Time: 1949.49 ms [2022-04-07 19:06:43 main:574] : INFO : Epoch 1862 | loss: 0.0311221 | val_loss: 0.031148 | Time: 1931.64 ms [2022-04-07 19:06:45 main:574] : INFO : Epoch 1863 | loss: 0.0311217 | val_loss: 0.0311441 | Time: 1947.79 ms [2022-04-07 19:06:47 main:574] : INFO : Epoch 1864 | loss: 0.0311208 | val_loss: 0.031145 | Time: 1928.35 ms [2022-04-07 19:06:49 main:574] : INFO : Epoch 1865 | loss: 0.0311208 | val_loss: 0.0311439 | Time: 1955.69 ms [2022-04-07 19:06:51 main:574] : INFO : Epoch 1866 | loss: 0.0311222 | val_loss: 0.0311461 | Time: 1957.44 ms [2022-04-07 19:06:53 main:574] : INFO : Epoch 1867 | loss: 0.0311224 | val_loss: 0.0311534 | Time: 2027.39 ms [2022-04-07 19:06:55 main:574] : INFO : Epoch 1868 | loss: 0.0311242 | val_loss: 0.0311564 | Time: 1972.62 ms [2022-04-07 19:06:57 main:574] : INFO : Epoch 1869 | loss: 0.0311258 | val_loss: 0.0311461 | Time: 1962.72 ms [2022-04-07 19:06:59 main:574] : INFO : Epoch 1870 | loss: 0.0311237 | val_loss: 0.0311422 | Time: 1981.79 ms [2022-04-07 19:07:01 main:574] : INFO : Epoch 1871 | loss: 0.0311228 | val_loss: 0.0311452 | Time: 1933.38 ms [2022-04-07 19:07:03 main:574] : INFO : Epoch 1872 | loss: 0.0311225 | val_loss: 0.0311505 | Time: 1948.71 ms [2022-04-07 19:07:05 main:574] : INFO : Epoch 1873 | loss: 0.0311221 | val_loss: 0.0311477 | Time: 1953.18 ms [2022-04-07 19:07:07 main:574] : INFO : Epoch 1874 | loss: 0.0311243 | val_loss: 0.0311622 | Time: 1928.37 ms [2022-04-07 19:07:09 main:574] : INFO : Epoch 1875 | loss: 0.0311407 | val_loss: 0.0311517 | Time: 1957.62 ms [2022-04-07 19:07:11 main:574] : INFO : Epoch 1876 | loss: 0.0311341 | val_loss: 0.0311449 | Time: 1946.69 ms [2022-04-07 19:07:13 main:574] : INFO : Epoch 1877 | loss: 0.0311302 | val_loss: 0.0311437 | Time: 1943.12 ms [2022-04-07 19:07:15 main:574] : INFO : Epoch 1878 | loss: 0.0311285 | val_loss: 0.0311503 | Time: 1983.7 ms [2022-04-07 19:07:16 main:574] : INFO : Epoch 1879 | loss: 0.031126 | val_loss: 0.0311449 | Time: 1964.37 ms [2022-04-07 19:07:18 main:574] : INFO : Epoch 1880 | loss: 0.0311238 | val_loss: 0.0311417 | Time: 1958.66 ms [2022-04-07 19:07:20 main:574] : INFO : Epoch 1881 | loss: 0.0311336 | val_loss: 0.03116 | Time: 1975.08 ms [2022-04-07 19:07:22 main:574] : INFO : Epoch 1882 | loss: 0.0311418 | val_loss: 0.031153 | Time: 1981.85 ms [2022-04-07 19:07:24 main:574] : INFO : Epoch 1883 | loss: 0.0311361 | val_loss: 0.0311471 | Time: 1944.92 ms [2022-04-07 19:07:26 main:574] : INFO : Epoch 1884 | loss: 0.0311343 | val_loss: 0.0311463 | Time: 1966.75 ms [2022-04-07 19:07:28 main:574] : INFO : Epoch 1885 | loss: 0.0311298 | val_loss: 0.0311487 | Time: 1951.09 ms [2022-04-07 19:07:30 main:574] : INFO : Epoch 1886 | loss: 0.0311287 | val_loss: 0.0311455 | Time: 1965.17 ms [2022-04-07 19:07:32 main:574] : INFO : Epoch 1887 | loss: 0.0311276 | val_loss: 0.0311448 | Time: 1961.49 ms [2022-04-07 19:07:34 main:574] : INFO : Epoch 1888 | loss: 0.0311262 | val_loss: 0.0311424 | Time: 1941.37 ms [2022-04-07 19:07:36 main:574] : INFO : Epoch 1889 | loss: 0.031126 | val_loss: 0.0311438 | Time: 1970.62 ms [2022-04-07 19:07:38 main:574] : INFO : Epoch 1890 | loss: 0.0311298 | val_loss: 0.0311452 | Time: 1920.12 ms [2022-04-07 19:07:40 main:574] : INFO : Epoch 1891 | loss: 0.0311253 | val_loss: 0.0311418 | Time: 1964.68 ms [2022-04-07 19:07:42 main:574] : INFO : Epoch 1892 | loss: 0.031124 | val_loss: 0.0311421 | Time: 1918.55 ms [2022-04-07 19:07:44 main:574] : INFO : Epoch 1893 | loss: 0.0311219 | val_loss: 0.0311426 | Time: 1969.14 ms [2022-04-07 19:07:46 main:574] : INFO : Epoch 1894 | loss: 0.0311224 | val_loss: 0.0311405 | Time: 1923.69 ms [2022-04-07 19:07:48 main:574] : INFO : Epoch 1895 | loss: 0.0311209 | val_loss: 0.031142 | Time: 1942.2 ms [2022-04-07 19:07:50 main:574] : INFO : Epoch 1896 | loss: 0.0311203 | val_loss: 0.0311408 | Time: 1962.91 ms [2022-04-07 19:07:52 main:574] : INFO : Epoch 1897 | loss: 0.031123 | val_loss: 0.0311409 | Time: 1938.87 ms [2022-04-07 19:07:54 main:574] : INFO : Epoch 1898 | loss: 0.0311216 | val_loss: 0.0311438 | Time: 1946.15 ms [2022-04-07 19:07:56 main:574] : INFO : Epoch 1899 | loss: 0.03112 | val_loss: 0.0311415 | Time: 1940.78 ms [2022-04-07 19:07:58 main:574] : INFO : Epoch 1900 | loss: 0.0311201 | val_loss: 0.0311402 | Time: 1938.21 ms [2022-04-07 19:08:00 main:574] : INFO : Epoch 1901 | loss: 0.0311208 | val_loss: 0.0311416 | Time: 1952.37 ms [2022-04-07 19:08:01 main:574] : INFO : Epoch 1902 | loss: 0.0311199 | val_loss: 0.0311429 | Time: 1947.5 ms [2022-04-07 19:08:03 main:574] : INFO : Epoch 1903 | loss: 0.0311179 | val_loss: 0.031142 | Time: 1926.09 ms [2022-04-07 19:08:05 main:574] : INFO : Epoch 1904 | loss: 0.0311184 | val_loss: 0.0311446 | Time: 1955.77 ms [2022-04-07 19:08:07 main:574] : INFO : Epoch 1905 | loss: 0.0311173 | val_loss: 0.0311419 | Time: 1961.09 ms [2022-04-07 19:08:09 main:574] : INFO : Epoch 1906 | loss: 0.0311164 | val_loss: 0.0311431 | Time: 1923.5 ms [2022-04-07 19:08:11 main:574] : INFO : Epoch 1907 | loss: 0.0311195 | val_loss: 0.0311644 | Time: 1951.69 ms [2022-04-07 19:08:13 main:574] : INFO : Epoch 1908 | loss: 0.0312 | val_loss: 0.0312287 | Time: 1972.22 ms [2022-04-07 19:08:15 main:574] : INFO : Epoch 1909 | loss: 0.031233 | val_loss: 0.0312243 | Time: 1973.51 ms [2022-04-07 19:08:17 main:574] : INFO : Epoch 1910 | loss: 0.03124 | val_loss: 0.0312431 | Time: 1935.03 ms [2022-04-07 19:08:19 main:574] : INFO : Epoch 1911 | loss: 0.0312312 | val_loss: 0.0312203 | Time: 1947.63 ms [2022-04-07 19:08:21 main:574] : INFO : Epoch 1912 | loss: 0.0312218 | val_loss: 0.0312345 | Time: 1953.88 ms [2022-04-07 19:08:23 main:574] : INFO : Epoch 1913 | loss: 0.0312409 | val_loss: 0.0312297 | Time: 1950.45 ms [2022-04-07 19:08:25 main:574] : INFO : Epoch 1914 | loss: 0.0312353 | val_loss: 0.0312443 | Time: 1918.56 ms [2022-04-07 19:08:27 main:574] : INFO : Epoch 1915 | loss: 0.0312388 | val_loss: 0.0312359 | Time: 1955.7 ms [2022-04-07 19:08:29 main:574] : INFO : Epoch 1916 | loss: 0.0312351 | val_loss: 0.031236 | Time: 1940.81 ms [2022-04-07 19:08:31 main:574] : INFO : Epoch 1917 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 1956.28 ms [2022-04-07 19:08:33 main:574] : INFO : Epoch 1918 | loss: 0.0312338 | val_loss: 0.0312337 | Time: 1965.28 ms [2022-04-07 19:08:35 main:574] : INFO : Epoch 1919 | loss: 0.0312328 | val_loss: 0.0312347 | Time: 1934.87 ms [2022-04-07 19:08:37 main:574] : INFO : Epoch 1920 | loss: 0.0312327 | val_loss: 0.0312336 | Time: 1936.88 ms [2022-04-07 19:08:39 main:574] : INFO : Epoch 1921 | loss: 0.0312314 | val_loss: 0.0312328 | Time: 1954.66 ms [2022-04-07 19:08:41 main:574] : INFO : Epoch 1922 | loss: 0.0312304 | val_loss: 0.0312435 | Time: 1949.82 ms [2022-04-07 19:08:42 main:574] : INFO : Epoch 1923 | loss: 0.0312326 | val_loss: 0.0312421 | Time: 1962.88 ms [2022-04-07 19:08:44 main:574] : INFO : Epoch 1924 | loss: 0.0312354 | val_loss: 0.0312319 | Time: 1949.04 ms [2022-04-07 19:08:46 main:574] : INFO : Epoch 1925 | loss: 0.0312341 | val_loss: 0.0312251 | Time: 1946.97 ms [2022-04-07 19:08:48 main:574] : INFO : Epoch 1926 | loss: 0.0312277 | val_loss: 0.0312191 | Time: 1921.87 ms [2022-04-07 19:08:50 main:574] : INFO : Epoch 1927 | loss: 0.0312367 | val_loss: 0.0313177 | Time: 1919.81 ms [2022-04-07 19:08:52 main:574] : INFO : Epoch 1928 | loss: 0.0318306 | val_loss: 0.0322008 | Time: 1955.6 ms [2022-04-07 19:08:54 main:574] : INFO : Epoch 1929 | loss: 0.0361254 | val_loss: 0.0314863 | Time: 1906.54 ms [2022-04-07 19:08:56 main:574] : INFO : Epoch 1930 | loss: 0.0317937 | val_loss: 0.0313767 | Time: 1939.96 ms [2022-04-07 19:08:58 main:574] : INFO : Epoch 1931 | loss: 0.0313229 | val_loss: 0.0312767 | Time: 1954.84 ms [2022-04-07 19:09:00 main:574] : INFO : Epoch 1932 | loss: 0.031255 | val_loss: 0.0312472 | Time: 1966.96 ms [2022-04-07 19:09:02 main:574] : INFO : Epoch 1933 | loss: 0.0312393 | val_loss: 0.0312357 | Time: 1960.05 ms [2022-04-07 19:09:04 main:574] : INFO : Epoch 1934 | loss: 0.0312336 | val_loss: 0.0312314 | Time: 1949.72 ms [2022-04-07 19:09:06 main:574] : INFO : Epoch 1935 | loss: 0.0312303 | val_loss: 0.031229 | Time: 1956.96 ms [2022-04-07 19:09:08 main:574] : INFO : Epoch 1936 | loss: 0.0312283 | val_loss: 0.0312282 | Time: 1960.08 ms [2022-04-07 19:09:10 main:574] : INFO : Epoch 1937 | loss: 0.0312269 | val_loss: 0.0312261 | Time: 1960.07 ms [2022-04-07 19:09:12 main:574] : INFO : Epoch 1938 | loss: 0.0312256 | val_loss: 0.0312256 | Time: 1963 ms [2022-04-07 19:09:14 main:574] : INFO : Epoch 1939 | loss: 0.0312252 | val_loss: 0.0312244 | Time: 1947.21 ms [2022-04-07 19:09:16 main:574] : INFO : Epoch 1940 | loss: 0.0312242 | val_loss: 0.031224 | Time: 1953.42 ms [2022-04-07 19:09:18 main:574] : INFO : Epoch 1941 | loss: 0.0312236 | val_loss: 0.0312239 | Time: 1953.95 ms [2022-04-07 19:09:20 main:574] : INFO : Epoch 1942 | loss: 0.0312234 | val_loss: 0.0312229 | Time: 1968.64 ms [2022-04-07 19:09:22 main:574] : INFO : Epoch 1943 | loss: 0.0312233 | val_loss: 0.031222 | Time: 1942.27 ms [2022-04-07 19:09:23 main:574] : INFO : Epoch 1944 | loss: 0.0312232 | val_loss: 0.0312236 | Time: 1934.97 ms [2022-04-07 19:09:25 main:574] : INFO : Epoch 1945 | loss: 0.0312231 | val_loss: 0.0312228 | Time: 1966.88 ms [2022-04-07 19:09:27 main:574] : INFO : Epoch 1946 | loss: 0.0312228 | val_loss: 0.0312217 | Time: 1936.84 ms [2022-04-07 19:09:29 main:574] : INFO : Epoch 1947 | loss: 0.0312217 | val_loss: 0.0312208 | Time: 1953.92 ms [2022-04-07 19:09:31 main:574] : INFO : Epoch 1948 | loss: 0.0312214 | val_loss: 0.0312219 | Time: 1967.27 ms [2022-04-07 19:09:33 main:574] : INFO : Epoch 1949 | loss: 0.0312213 | val_loss: 0.0312202 | Time: 1970.37 ms [2022-04-07 19:09:35 main:574] : INFO : Epoch 1950 | loss: 0.0312208 | val_loss: 0.0312202 | Time: 1948.29 ms [2022-04-07 19:09:37 main:574] : INFO : Epoch 1951 | loss: 0.0312208 | val_loss: 0.0312209 | Time: 1948.58 ms [2022-04-07 19:09:39 main:574] : INFO : Epoch 1952 | loss: 0.0312212 | val_loss: 0.0312199 | Time: 1954.91 ms [2022-04-07 19:09:41 main:574] : INFO : Epoch 1953 | loss: 0.0312201 | val_loss: 0.0312192 | Time: 1979.28 ms [2022-04-07 19:09:43 main:574] : INFO : Epoch 1954 | loss: 0.0312198 | val_loss: 0.0312222 | Time: 1944.4 ms [2022-04-07 19:09:45 main:574] : INFO : Epoch 1955 | loss: 0.0312204 | val_loss: 0.0312187 | Time: 1967.78 ms [2022-04-07 19:09:47 main:574] : INFO : Epoch 1956 | loss: 0.0312203 | val_loss: 0.0312184 | Time: 1949.44 ms [2022-04-07 19:09:49 main:574] : INFO : Epoch 1957 | loss: 0.0312207 | val_loss: 0.0312183 | Time: 1980.7 ms [2022-04-07 19:09:51 main:574] : INFO : Epoch 1958 | loss: 0.0312199 | val_loss: 0.031219 | Time: 1955.4 ms [2022-04-07 19:09:53 main:574] : INFO : Epoch 1959 | loss: 0.0312187 | val_loss: 0.0312188 | Time: 1960.12 ms [2022-04-07 19:09:55 main:574] : INFO : Epoch 1960 | loss: 0.0312197 | val_loss: 0.0312232 | Time: 1967.71 ms [2022-04-07 19:09:57 main:574] : INFO : Epoch 1961 | loss: 0.0312199 | val_loss: 0.0312199 | Time: 1951.77 ms [2022-04-07 19:09:59 main:574] : INFO : Epoch 1962 | loss: 0.0312203 | val_loss: 0.0312206 | Time: 1967.53 ms [2022-04-07 19:10:01 main:574] : INFO : Epoch 1963 | loss: 0.0312191 | val_loss: 0.0312179 | Time: 2008.37 ms [2022-04-07 19:10:03 main:574] : INFO : Epoch 1964 | loss: 0.0312181 | val_loss: 0.0312174 | Time: 1982.24 ms [2022-04-07 19:10:05 main:574] : INFO : Epoch 1965 | loss: 0.031218 | val_loss: 0.0312175 | Time: 1950.06 ms [2022-04-07 19:10:07 main:574] : INFO : Epoch 1966 | loss: 0.031218 | val_loss: 0.0312181 | Time: 1967.26 ms [2022-04-07 19:10:09 main:574] : INFO : Epoch 1967 | loss: 0.0312176 | val_loss: 0.0312174 | Time: 2108.38 ms [2022-04-07 19:10:11 main:574] : INFO : Epoch 1968 | loss: 0.0312169 | val_loss: 0.0312186 | Time: 1943.47 ms [2022-04-07 19:10:13 main:574] : INFO : Epoch 1969 | loss: 0.0312177 | val_loss: 0.0312185 | Time: 1948.22 ms [2022-04-07 19:10:15 main:574] : INFO : Epoch 1970 | loss: 0.0312175 | val_loss: 0.0312186 | Time: 1932.71 ms [2022-04-07 19:10:17 main:574] : INFO : Epoch 1971 | loss: 0.031217 | val_loss: 0.0312182 | Time: 1921.91 ms [2022-04-07 19:10:19 main:574] : INFO : Epoch 1972 | loss: 0.0312172 | val_loss: 0.0312176 | Time: 1954.92 ms [2022-04-07 19:10:21 main:574] : INFO : Epoch 1973 | loss: 0.0312172 | val_loss: 0.0312176 | Time: 1980.81 ms [2022-04-07 19:10:23 main:574] : INFO : Epoch 1974 | loss: 0.0312176 | val_loss: 0.0312197 | Time: 1943.92 ms [2022-04-07 19:10:24 main:574] : INFO : Epoch 1975 | loss: 0.0312169 | val_loss: 0.0312173 | Time: 1940.35 ms [2022-04-07 19:10:26 main:574] : INFO : Epoch 1976 | loss: 0.0312171 | val_loss: 0.0312167 | Time: 1934.06 ms [2022-04-07 19:10:28 main:574] : INFO : Epoch 1977 | loss: 0.0312181 | val_loss: 0.0312187 | Time: 1943.64 ms [2022-04-07 19:10:30 main:574] : INFO : Epoch 1978 | loss: 0.0312168 | val_loss: 0.0312168 | Time: 1964.51 ms [2022-04-07 19:10:32 main:574] : INFO : Epoch 1979 | loss: 0.0312171 | val_loss: 0.0312176 | Time: 1938.7 ms [2022-04-07 19:10:34 main:574] : INFO : Epoch 1980 | loss: 0.031217 | val_loss: 0.0312165 | Time: 1945.39 ms [2022-04-07 19:10:36 main:574] : INFO : Epoch 1981 | loss: 0.0312164 | val_loss: 0.0312175 | Time: 1949.8 ms [2022-04-07 19:10:38 main:574] : INFO : Epoch 1982 | loss: 0.0312173 | val_loss: 0.0312207 | Time: 1927.13 ms [2022-04-07 19:10:40 main:574] : INFO : Epoch 1983 | loss: 0.0312185 | val_loss: 0.0312163 | Time: 1981.82 ms [2022-04-07 19:10:42 main:574] : INFO : Epoch 1984 | loss: 0.0312175 | val_loss: 0.0312168 | Time: 1966.82 ms [2022-04-07 19:10:44 main:574] : INFO : Epoch 1985 | loss: 0.0312163 | val_loss: 0.0312162 | Time: 1902.25 ms [2022-04-07 19:10:46 main:574] : INFO : Epoch 1986 | loss: 0.0312165 | val_loss: 0.031217 | Time: 1947.63 ms [2022-04-07 19:10:48 main:574] : INFO : Epoch 1987 | loss: 0.0312162 | val_loss: 0.0312178 | Time: 1960.89 ms [2022-04-07 19:10:50 main:574] : INFO : Epoch 1988 | loss: 0.0312165 | val_loss: 0.0312161 | Time: 1969.75 ms [2022-04-07 19:10:52 main:574] : INFO : Epoch 1989 | loss: 0.0312168 | val_loss: 0.0312182 | Time: 1948.27 ms [2022-04-07 19:10:54 main:574] : INFO : Epoch 1990 | loss: 0.0312175 | val_loss: 0.0312221 | Time: 1992.47 ms [2022-04-07 19:10:56 main:574] : INFO : Epoch 1991 | loss: 0.0312175 | val_loss: 0.0312161 | Time: 1940.33 ms [2022-04-07 19:10:58 main:574] : INFO : Epoch 1992 | loss: 0.031217 | val_loss: 0.031219 | Time: 1939.7 ms [2022-04-07 19:11:00 main:574] : INFO : Epoch 1993 | loss: 0.0312157 | val_loss: 0.0312164 | Time: 1967.49 ms [2022-04-07 19:11:02 main:574] : INFO : Epoch 1994 | loss: 0.0312164 | val_loss: 0.031216 | Time: 1951.15 ms [2022-04-07 19:11:04 main:574] : INFO : Epoch 1995 | loss: 0.0312158 | val_loss: 0.0312159 | Time: 1953.48 ms [2022-04-07 19:11:06 main:574] : INFO : Epoch 1996 | loss: 0.0312159 | val_loss: 0.0312158 | Time: 1942.67 ms [2022-04-07 19:11:07 main:574] : INFO : Epoch 1997 | loss: 0.0312159 | val_loss: 0.031217 | Time: 1926.99 ms [2022-04-07 19:11:09 main:574] : INFO : Epoch 1998 | loss: 0.031217 | val_loss: 0.0312171 | Time: 1976 ms [2022-04-07 19:11:11 main:574] : INFO : Epoch 1999 | loss: 0.0312171 | val_loss: 0.0312187 | Time: 1965.42 ms [2022-04-07 19:11:13 main:574] : INFO : Epoch 2000 | loss: 0.0312182 | val_loss: 0.0312235 | Time: 1988.19 ms [2022-04-07 19:11:15 main:574] : INFO : Epoch 2001 | loss: 0.0312174 | val_loss: 0.0312167 | Time: 1960.88 ms [2022-04-07 19:11:17 main:574] : INFO : Epoch 2002 | loss: 0.0312154 | val_loss: 0.031216 | Time: 1946.47 ms [2022-04-07 19:11:19 main:574] : INFO : Epoch 2003 | loss: 0.0312153 | val_loss: 0.0312157 | Time: 1940.01 ms [2022-04-07 19:11:21 main:574] : INFO : Epoch 2004 | loss: 0.0312154 | val_loss: 0.0312167 | Time: 1957.79 ms [2022-04-07 19:11:23 main:574] : INFO : Epoch 2005 | loss: 0.0312153 | val_loss: 0.031217 | Time: 1938.72 ms [2022-04-07 19:11:25 main:574] : INFO : Epoch 2006 | loss: 0.0312154 | val_loss: 0.031217 | Time: 1962.43 ms [2022-04-07 19:11:27 main:574] : INFO : Epoch 2007 | loss: 0.0312168 | val_loss: 0.0312252 | Time: 1950.59 ms [2022-04-07 19:11:29 main:574] : INFO : Epoch 2008 | loss: 0.0312191 | val_loss: 0.0312158 | Time: 1953.13 ms [2022-04-07 19:11:31 main:574] : INFO : Epoch 2009 | loss: 0.0312185 | val_loss: 0.0312236 | Time: 1966.23 ms [2022-04-07 19:11:33 main:574] : INFO : Epoch 2010 | loss: 0.0312218 | val_loss: 0.0312187 | Time: 1970.8 ms [2022-04-07 19:11:35 main:574] : INFO : Epoch 2011 | loss: 0.0312174 | val_loss: 0.0312172 | Time: 1969.45 ms [2022-04-07 19:11:37 main:574] : INFO : Epoch 2012 | loss: 0.0312162 | val_loss: 0.0312162 | Time: 1953.65 ms [2022-04-07 19:11:39 main:574] : INFO : Epoch 2013 | loss: 0.0312153 | val_loss: 0.0312161 | Time: 1944.68 ms [2022-04-07 19:11:41 main:574] : INFO : Epoch 2014 | loss: 0.031217 | val_loss: 0.0312159 | Time: 1952.63 ms [2022-04-07 19:11:43 main:574] : INFO : Epoch 2015 | loss: 0.0312162 | val_loss: 0.0312165 | Time: 1952.29 ms [2022-04-07 19:11:45 main:574] : INFO : Epoch 2016 | loss: 0.0312155 | val_loss: 0.0312158 | Time: 1966.42 ms [2022-04-07 19:11:47 main:574] : INFO : Epoch 2017 | loss: 0.0312155 | val_loss: 0.0312167 | Time: 1957.22 ms [2022-04-07 19:11:49 main:574] : INFO : Epoch 2018 | loss: 0.0312155 | val_loss: 0.0312164 | Time: 1947.45 ms [2022-04-07 19:11:51 main:574] : INFO : Epoch 2019 | loss: 0.0312163 | val_loss: 0.031219 | Time: 1954.27 ms [2022-04-07 19:11:53 main:574] : INFO : Epoch 2020 | loss: 0.0312149 | val_loss: 0.0312157 | Time: 1968.49 ms [2022-04-07 19:11:55 main:574] : INFO : Epoch 2021 | loss: 0.0312148 | val_loss: 0.0312164 | Time: 1926.29 ms [2022-04-07 19:11:56 main:574] : INFO : Epoch 2022 | loss: 0.0312149 | val_loss: 0.0312166 | Time: 1943.54 ms [2022-04-07 19:11:58 main:574] : INFO : Epoch 2023 | loss: 0.0312152 | val_loss: 0.0312166 | Time: 1964.22 ms [2022-04-07 19:12:00 main:574] : INFO : Epoch 2024 | loss: 0.031216 | val_loss: 0.0312172 | Time: 1946.34 ms [2022-04-07 19:12:02 main:574] : INFO : Epoch 2025 | loss: 0.0312148 | val_loss: 0.0312161 | Time: 1960.05 ms [2022-04-07 19:12:04 main:574] : INFO : Epoch 2026 | loss: 0.0312145 | val_loss: 0.0312157 | Time: 1953.35 ms [2022-04-07 19:12:06 main:574] : INFO : Epoch 2027 | loss: 0.0312147 | val_loss: 0.0312156 | Time: 1955.89 ms [2022-04-07 19:12:08 main:574] : INFO : Epoch 2028 | loss: 0.0312145 | val_loss: 0.0312176 | Time: 1943.45 ms [2022-04-07 19:12:10 main:574] : INFO : Epoch 2029 | loss: 0.0312155 | val_loss: 0.0312164 | Time: 1949.69 ms [2022-04-07 19:12:12 main:574] : INFO : Epoch 2030 | loss: 0.0312165 | val_loss: 0.0312157 | Time: 1976.46 ms [2022-04-07 19:12:14 main:574] : INFO : Epoch 2031 | loss: 0.0312153 | val_loss: 0.0312131 | Time: 1946.96 ms [2022-04-07 19:12:16 main:574] : INFO : Epoch 2032 | loss: 0.0312152 | val_loss: 0.0312127 | Time: 1949.6 ms [2022-04-07 19:12:18 main:574] : INFO : Epoch 2033 | loss: 0.0312157 | val_loss: 0.0312159 | Time: 1961.95 ms [2022-04-07 19:12:20 main:574] : INFO : Epoch 2034 | loss: 0.0312159 | val_loss: 0.0312161 | Time: 1960.91 ms [2022-04-07 19:12:22 main:574] : INFO : Epoch 2035 | loss: 0.031216 | val_loss: 0.0312156 | Time: 1976.16 ms [2022-04-07 19:12:24 main:574] : INFO : Epoch 2036 | loss: 0.031215 | val_loss: 0.0312129 | Time: 1973.21 ms [2022-04-07 19:12:26 main:574] : INFO : Epoch 2037 | loss: 0.0312141 | val_loss: 0.0312144 | Time: 1938.66 ms [2022-04-07 19:12:28 main:574] : INFO : Epoch 2038 | loss: 0.031215 | val_loss: 0.0312133 | Time: 1929.04 ms [2022-04-07 19:12:30 main:574] : INFO : Epoch 2039 | loss: 0.0312175 | val_loss: 0.0312214 | Time: 1961.64 ms [2022-04-07 19:12:32 main:574] : INFO : Epoch 2040 | loss: 0.0312157 | val_loss: 0.0312136 | Time: 1974.08 ms [2022-04-07 19:12:34 main:574] : INFO : Epoch 2041 | loss: 0.0312157 | val_loss: 0.0312138 | Time: 1934.99 ms [2022-04-07 19:12:36 main:574] : INFO : Epoch 2042 | loss: 0.0312147 | val_loss: 0.0312138 | Time: 1940.62 ms [2022-04-07 19:12:38 main:574] : INFO : Epoch 2043 | loss: 0.0312146 | val_loss: 0.0312139 | Time: 1935.14 ms [2022-04-07 19:12:40 main:574] : INFO : Epoch 2044 | loss: 0.031215 | val_loss: 0.0312137 | Time: 1927.88 ms [2022-04-07 19:12:41 main:574] : INFO : Epoch 2045 | loss: 0.0312145 | val_loss: 0.0312129 | Time: 1949.23 ms [2022-04-07 19:12:43 main:574] : INFO : Epoch 2046 | loss: 0.0312136 | val_loss: 0.0312131 | Time: 1961.7 ms [2022-04-07 19:12:45 main:574] : INFO : Epoch 2047 | loss: 0.0312137 | val_loss: 0.0312126 | Time: 1944.86 ms [2022-04-07 19:12:47 main:574] : INFO : Epoch 2048 | loss: 0.0312137 | val_loss: 0.0312128 | Time: 1924.61 ms [2022-04-07 19:12:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312128 [2022-04-07 19:12:47 main:603] : INFO : Saving end state to config to file [2022-04-07 19:12:47 main:608] : INFO : Success, exiting.. 19:12:47 (1792): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)