Task 14565657
| Name | ParityModified-1647044986-14245-2-0_2 |
| Workunit | 10878420 |
| Created | 9 Apr 2022, 20:05:26 UTC |
| Sent | 9 Apr 2022, 20:27:33 UTC |
| Report deadline | 17 Apr 2022, 20:27:33 UTC |
| Received | 10 Apr 2022, 12:30:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 7 min 1 sec |
| CPU time | 1 hours 6 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 8 | Time: 1947.81 ms [2022-04-10 07:13:25 main:574] : INFO : Epoch 1542 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1962.42 ms [2022-04-10 07:13:27 main:574] : INFO : Epoch 1543 | loss: 0.0312491 | val_loss: 0.0312513 | Time: 1919.09 ms [2022-04-10 07:13:29 main:574] : INFO : Epoch 1544 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1941.67 ms [2022-04-10 07:13:31 main:574] : INFO : Epoch 1545 | loss: 0.0312491 | val_loss: 0.0312521 | Time: 1939.48 ms [2022-04-10 07:13:33 main:574] : INFO : Epoch 1546 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1954.66 ms [2022-04-10 07:13:35 main:574] : INFO : Epoch 1547 | loss: 0.0312487 | val_loss: 0.0312509 | Time: 1946.44 ms [2022-04-10 07:13:37 main:574] : INFO : Epoch 1548 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 1949.49 ms [2022-04-10 07:13:39 main:574] : INFO : Epoch 1549 | loss: 0.0312494 | val_loss: 0.0312543 | Time: 1987.54 ms [2022-04-10 07:13:41 main:574] : INFO : Epoch 1550 | loss: 0.0312517 | val_loss: 0.0312504 | Time: 1960.63 ms [2022-04-10 07:13:43 main:574] : INFO : Epoch 1551 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 1949.54 ms [2022-04-10 07:13:45 main:574] : INFO : Epoch 1552 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1926.71 ms [2022-04-10 07:13:47 main:574] : INFO : Epoch 1553 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1939.54 ms [2022-04-10 07:13:48 main:574] : INFO : Epoch 1554 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1946.82 ms [2022-04-10 07:13:51 main:574] : INFO : Epoch 1555 | loss: 0.031249 | val_loss: 0.0312504 | Time: 2029.9 ms [2022-04-10 07:13:53 main:574] : INFO : Epoch 1556 | loss: 0.0312487 | val_loss: 0.0312517 | Time: 2078.62 ms [2022-04-10 07:13:55 main:574] : INFO : Epoch 1557 | loss: 0.0312503 | val_loss: 0.0312524 | Time: 1966.7 ms [2022-04-10 07:13:57 main:574] : INFO : Epoch 1558 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1974.38 ms [2022-04-10 07:13:59 main:574] : INFO : Epoch 1559 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1976.47 ms [2022-04-10 07:14:00 main:574] : INFO : Epoch 1560 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1944.29 ms [2022-04-10 07:14:02 main:574] : INFO : Epoch 1561 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1960.12 ms [2022-04-10 07:14:04 main:574] : INFO : Epoch 1562 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1945.68 ms [2022-04-10 07:14:06 main:574] : INFO : Epoch 1563 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1961.82 ms [2022-04-10 07:14:08 main:574] : INFO : Epoch 1564 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1952.1 ms [2022-04-10 07:14:10 main:574] : INFO : Epoch 1565 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 2000.12 ms [2022-04-10 07:14:12 main:574] : INFO : Epoch 1566 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1919.86 ms [2022-04-10 07:14:14 main:574] : INFO : Epoch 1567 | loss: 0.0312488 | val_loss: 0.0312515 | Time: 1948.53 ms [2022-04-10 07:14:16 main:574] : INFO : Epoch 1568 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1979.15 ms [2022-04-10 07:14:18 main:574] : INFO : Epoch 1569 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1934.51 ms [2022-04-10 07:14:20 main:574] : INFO : Epoch 1570 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1994.04 ms [2022-04-10 07:14:22 main:574] : INFO : Epoch 1571 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1989.94 ms [2022-04-10 07:14:24 main:574] : INFO : Epoch 1572 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1959.53 ms [2022-04-10 07:14:26 main:574] : INFO : Epoch 1573 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1961.67 ms [2022-04-10 07:14:28 main:574] : INFO : Epoch 1574 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1982.37 ms [2022-04-10 07:14:30 main:574] : INFO : Epoch 1575 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1964.74 ms [2022-04-10 07:14:32 main:574] : INFO : Epoch 1576 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1963.72 ms [2022-04-10 07:14:34 main:574] : INFO : Epoch 1577 | loss: 0.0312501 | val_loss: 0.0312558 | Time: 1981.78 ms [2022-04-10 07:14:36 main:574] : INFO : Epoch 1578 | loss: 0.0312544 | val_loss: 0.0312562 | Time: 1945.02 ms [2022-04-10 07:14:38 main:574] : INFO : Epoch 1579 | loss: 0.0312523 | val_loss: 0.0312512 | Time: 1946.27 ms [2022-04-10 07:14:40 main:574] : INFO : Epoch 1580 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2008.58 ms [2022-04-10 07:14:42 main:574] : INFO : Epoch 1581 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1906.93 ms [2022-04-10 07:14:44 main:574] : INFO : Epoch 1582 | loss: 0.0312493 | val_loss: 0.0312514 | Time: 1960.01 ms [2022-04-10 07:14:46 main:574] : INFO : Epoch 1583 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1944.75 ms [2022-04-10 07:14:48 main:574] : INFO : Epoch 1584 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1948.01 ms [2022-04-10 07:14:50 main:574] : INFO : Epoch 1585 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1946.22 ms [2022-04-10 07:14:52 main:574] : INFO : Epoch 1586 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1981.15 ms [2022-04-10 07:14:54 main:574] : INFO : Epoch 1587 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1947.67 ms [2022-04-10 07:14:55 main:574] : INFO : Epoch 1588 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1961.93 ms [2022-04-10 07:14:57 main:574] : INFO : Epoch 1589 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1958.63 ms [2022-04-10 07:14:59 main:574] : INFO : Epoch 1590 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1938.31 ms [2022-04-10 07:15:01 main:574] : INFO : Epoch 1591 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1954.9 ms [2022-04-10 07:15:03 main:574] : INFO : Epoch 1592 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 1930.63 ms [2022-04-10 07:15:05 main:574] : INFO : Epoch 1593 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1934.69 ms [2022-04-10 07:15:07 main:574] : INFO : Epoch 1594 | loss: 0.031249 | val_loss: 0.03125 | Time: 1965.82 ms [2022-04-10 07:15:09 main:574] : INFO : Epoch 1595 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1939.68 ms [2022-04-10 07:15:11 main:574] : INFO : Epoch 1596 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1938.43 ms [2022-04-10 07:15:13 main:574] : INFO : Epoch 1597 | loss: 0.0312491 | val_loss: 0.0312513 | Time: 1947.29 ms [2022-04-10 07:15:15 main:574] : INFO : Epoch 1598 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1981 ms [2022-04-10 07:15:17 main:574] : INFO : Epoch 1599 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1918.45 ms [2022-04-10 07:15:19 main:574] : INFO : Epoch 1600 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1947.42 ms [2022-04-10 07:15:21 main:574] : INFO : Epoch 1601 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1981.1 ms [2022-04-10 07:15:23 main:574] : INFO : Epoch 1602 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1972.07 ms [2022-04-10 07:15:25 main:574] : INFO : Epoch 1603 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1941.96 ms [2022-04-10 07:15:27 main:574] : INFO : Epoch 1604 | loss: 0.0312489 | val_loss: 0.0312512 | Time: 1957.62 ms [2022-04-10 07:15:29 main:574] : INFO : Epoch 1605 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1947.38 ms [2022-04-10 07:15:31 main:574] : INFO : Epoch 1606 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1931.38 ms [2022-04-10 07:15:33 main:574] : INFO : Epoch 1607 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1938.66 ms [2022-04-10 07:15:35 main:574] : INFO : Epoch 1608 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1951.42 ms [2022-04-10 07:15:36 main:574] : INFO : Epoch 1609 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1952.34 ms [2022-04-10 07:15:39 main:574] : INFO : Epoch 1610 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1999.94 ms [2022-04-10 07:15:40 main:574] : INFO : Epoch 1611 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1933 ms [2022-04-10 07:15:42 main:574] : INFO : Epoch 1612 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1918.99 ms [2022-04-10 07:15:44 main:574] : INFO : Epoch 1613 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1961.43 ms [2022-04-10 07:15:46 main:574] : INFO : Epoch 1614 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1929.85 ms [2022-04-10 07:15:48 main:574] : INFO : Epoch 1615 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1960.83 ms [2022-04-10 07:15:50 main:574] : INFO : Epoch 1616 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1960.1 ms [2022-04-10 07:15:52 main:574] : INFO : Epoch 1617 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1979.68 ms [2022-04-10 07:15:54 main:574] : INFO : Epoch 1618 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1956.44 ms [2022-04-10 07:15:56 main:574] : INFO : Epoch 1619 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1939.76 ms [2022-04-10 07:15:58 main:574] : INFO : Epoch 1620 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1958.45 ms [2022-04-10 07:16:00 main:574] : INFO : Epoch 1621 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1912.65 ms [2022-04-10 07:16:02 main:574] : INFO : Epoch 1622 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1912.37 ms [2022-04-10 07:16:04 main:574] : INFO : Epoch 1623 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1978.71 ms [2022-04-10 07:16:06 main:574] : INFO : Epoch 1624 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1953.9 ms [2022-04-10 07:16:08 main:574] : INFO : Epoch 1625 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 1947.19 ms [2022-04-10 07:16:10 main:574] : INFO : Epoch 1626 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1931.84 ms [2022-04-10 07:16:12 main:574] : INFO : Epoch 1627 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1917.17 ms [2022-04-10 07:16:14 main:574] : INFO : Epoch 1628 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1951.98 ms [2022-04-10 07:16:16 main:574] : INFO : Epoch 1629 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1966.16 ms [2022-04-10 07:16:18 main:574] : INFO : Epoch 1630 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1958.3 ms [2022-04-10 07:16:19 main:574] : INFO : Epoch 1631 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 1958.69 ms [2022-04-10 07:16:21 main:574] : INFO : Epoch 1632 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 1933.86 ms [2022-04-10 07:16:23 main:574] : INFO : Epoch 1633 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1947.81 ms [2022-04-10 07:16:25 main:574] : INFO : Epoch 1634 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1916.72 ms [2022-04-10 07:16:27 main:574] : INFO : Epoch 1635 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1922.97 ms [2022-04-10 07:16:29 main:574] : INFO : Epoch 1636 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1956.88 ms [2022-04-10 07:16:31 main:574] : INFO : Epoch 1637 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1963.76 ms [2022-04-10 07:16:33 main:574] : INFO : Epoch 1638 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1936.61 ms [2022-04-10 07:16:35 main:574] : INFO : Epoch 1639 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1925.18 ms [2022-04-10 07:16:37 main:574] : INFO : Epoch 1640 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1920.94 ms [2022-04-10 07:16:39 main:574] : INFO : Epoch 1641 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1962.92 ms [2022-04-10 07:16:41 main:574] : INFO : Epoch 1642 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1930.02 ms [2022-04-10 07:16:43 main:574] : INFO : Epoch 1643 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1967.1 ms [2022-04-10 07:16:45 main:574] : INFO : Epoch 1644 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1920.37 ms [2022-04-10 07:16:47 main:574] : INFO : Epoch 1645 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1944.97 ms [2022-04-10 07:16:49 main:574] : INFO : Epoch 1646 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 1964.4 ms [2022-04-10 07:16:51 main:574] : INFO : Epoch 1647 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1970.32 ms [2022-04-10 07:16:53 main:574] : INFO : Epoch 1648 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1965.68 ms [2022-04-10 07:16:55 main:574] : INFO : Epoch 1649 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1967.28 ms [2022-04-10 07:16:57 main:574] : INFO : Epoch 1650 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1947.44 ms [2022-04-10 07:16:58 main:574] : INFO : Epoch 1651 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1949.94 ms [2022-04-10 07:17:00 main:574] : INFO : Epoch 1652 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1965.12 ms [2022-04-10 07:17:02 main:574] : INFO : Epoch 1653 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1941.92 ms [2022-04-10 07:17:04 main:574] : INFO : Epoch 1654 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1953.03 ms [2022-04-10 07:17:06 main:574] : INFO : Epoch 1655 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1973.99 ms [2022-04-10 07:17:08 main:574] : INFO : Epoch 1656 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1952.11 ms [2022-04-10 07:17:10 main:574] : INFO : Epoch 1657 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1947 ms [2022-04-10 07:17:12 main:574] : INFO : Epoch 1658 | loss: 0.0312499 | val_loss: 0.0312526 | Time: 1951.84 ms [2022-04-10 07:17:14 main:574] : INFO : Epoch 1659 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 1958.84 ms [2022-04-10 07:17:16 main:574] : INFO : Epoch 1660 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1949.27 ms [2022-04-10 07:17:18 main:574] : INFO : Epoch 1661 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1967.77 ms [2022-04-10 07:17:20 main:574] : INFO : Epoch 1662 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 1938 ms [2022-04-10 07:17:22 main:574] : INFO : Epoch 1663 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1963.28 ms [2022-04-10 07:17:24 main:574] : INFO : Epoch 1664 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1930.09 ms [2022-04-10 07:17:26 main:574] : INFO : Epoch 1665 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1926.45 ms [2022-04-10 07:17:28 main:574] : INFO : Epoch 1666 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1923.28 ms [2022-04-10 07:17:30 main:574] : INFO : Epoch 1667 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1965.25 ms [2022-04-10 07:17:32 main:574] : INFO : Epoch 1668 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1975.67 ms [2022-04-10 07:17:34 main:574] : INFO : Epoch 1669 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1938.87 ms [2022-04-10 07:17:36 main:574] : INFO : Epoch 1670 | loss: 0.0312498 | val_loss: 0.0312529 | Time: 1941.45 ms [2022-04-10 07:17:38 main:574] : INFO : Epoch 1671 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1957.02 ms [2022-04-10 07:17:40 main:574] : INFO : Epoch 1672 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1951.26 ms [2022-04-10 07:17:42 main:574] : INFO : Epoch 1673 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1949.34 ms [2022-04-10 07:17:43 main:574] : INFO : Epoch 1674 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1933.05 ms [2022-04-10 07:17:45 main:574] : INFO : Epoch 1675 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1967.77 ms [2022-04-10 07:17:47 main:574] : INFO : Epoch 1676 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1933.48 ms [2022-04-10 07:17:49 main:574] : INFO : Epoch 1677 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1959.61 ms [2022-04-10 07:17:51 main:574] : INFO : Epoch 1678 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1947.22 ms [2022-04-10 07:17:53 main:574] : INFO : Epoch 1679 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1978.15 ms [2022-04-10 07:17:55 main:574] : INFO : Epoch 1680 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1941.96 ms [2022-04-10 07:17:57 main:574] : INFO : Epoch 1681 | loss: 0.0312496 | val_loss: 0.0312524 | Time: 1937.65 ms [2022-04-10 07:17:59 main:574] : INFO : Epoch 1682 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1943.23 ms [2022-04-10 07:18:01 main:574] : INFO : Epoch 1683 | loss: 0.031251 | val_loss: 0.03125 | Time: 1946.19 ms [2022-04-10 07:18:03 main:574] : INFO : Epoch 1684 | loss: 0.0312498 | val_loss: 0.031252 | Time: 1976.1 ms [2022-04-10 07:18:05 main:574] : INFO : Epoch 1685 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1954.32 ms [2022-04-10 07:18:07 main:574] : INFO : Epoch 1686 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1977.27 ms [2022-04-10 07:18:09 main:574] : INFO : Epoch 1687 | loss: 0.03125 | val_loss: 0.03125 | Time: 1977.49 ms [2022-04-10 07:18:11 main:574] : INFO : Epoch 1688 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1909.6 ms [2022-04-10 07:18:13 main:574] : INFO : Epoch 1689 | loss: 0.0312496 | val_loss: 0.031253 | Time: 1988.32 ms [2022-04-10 07:18:15 main:574] : INFO : Epoch 1690 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 1960.39 ms [2022-04-10 07:18:17 main:574] : INFO : Epoch 1691 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1950.86 ms [2022-04-10 07:18:19 main:574] : INFO : Epoch 1692 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1937.96 ms [2022-04-10 07:18:21 main:574] : INFO : Epoch 1693 | loss: 0.031249 | val_loss: 0.0312521 | Time: 1916.28 ms [2022-04-10 07:18:23 main:574] : INFO : Epoch 1694 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1952.35 ms [2022-04-10 07:18:25 main:574] : INFO : Epoch 1695 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1931.8 ms [2022-04-10 07:18:27 main:574] : INFO : Epoch 1696 | loss: 0.0312492 | val_loss: 0.031253 | Time: 1972.47 ms [2022-04-10 07:18:28 main:574] : INFO : Epoch 1697 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1940.97 ms [2022-04-10 07:18:30 main:574] : INFO : Epoch 1698 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1979.38 ms [2022-04-10 07:18:32 main:574] : INFO : Epoch 1699 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1960.46 ms [2022-04-10 07:18:34 main:574] : INFO : Epoch 1700 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1971.28 ms [2022-04-10 07:18:36 main:574] : INFO : Epoch 1701 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1945.65 ms [2022-04-10 07:18:38 main:574] : INFO : Epoch 1702 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1947.83 ms [2022-04-10 07:18:40 main:574] : INFO : Epoch 1703 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1979.89 ms [2022-04-10 07:18:42 main:574] : INFO : Epoch 1704 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1960.38 ms [2022-04-10 07:18:44 main:574] : INFO : Epoch 1705 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1962.34 ms [2022-04-10 07:18:46 main:574] : INFO : Epoch 1706 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1956.75 ms [2022-04-10 07:18:48 main:574] : INFO : Epoch 1707 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1939.51 ms [2022-04-10 07:18:50 main:574] : INFO : Epoch 1708 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1963.62 ms [2022-04-10 07:18:52 main:574] : INFO : Epoch 1709 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1962.46 ms [2022-04-10 07:18:54 main:574] : INFO : Epoch 1710 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1949.21 ms [2022-04-10 07:18:56 main:574] : INFO : Epoch 1711 | loss: 0.0312493 | val_loss: 0.0312522 | Time: 1976.47 ms [2022-04-10 07:18:58 main:574] : INFO : Epoch 1712 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1942.5 ms [2022-04-10 07:19:00 main:574] : INFO : Epoch 1713 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1989.05 ms [2022-04-10 07:19:02 main:574] : INFO : Epoch 1714 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1994.65 ms [2022-04-10 07:19:04 main:574] : INFO : Epoch 1715 | loss: 0.031249 | val_loss: 0.0312496 | Time: 2123.63 ms [2022-04-10 07:19:06 main:574] : INFO : Epoch 1716 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 2158.62 ms [2022-04-10 07:19:08 main:574] : INFO : Epoch 1717 | loss: 0.031249 | val_loss: 0.0312506 | Time: 2115.45 ms [2022-04-10 07:19:10 main:574] : INFO : Epoch 1718 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2134.6 ms [2022-04-10 07:19:13 main:574] : INFO : Epoch 1719 | loss: 0.0312494 | val_loss: 0.03125 | Time: 2166.71 ms [2022-04-10 07:19:15 main:574] : INFO : Epoch 1720 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 2223.93 ms [2022-04-10 07:19:17 main:574] : INFO : Epoch 1721 | loss: 0.031249 | val_loss: 0.0312516 | Time: 2107.56 ms [2022-04-10 07:19:19 main:574] : INFO : Epoch 1722 | loss: 0.031249 | val_loss: 0.0312496 | Time: 2218.93 ms [2022-04-10 07:19:21 main:574] : INFO : Epoch 1723 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 2123.48 ms [2022-04-10 07:19:23 main:574] : INFO : Epoch 1724 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 2098.08 ms [2022-04-10 07:19:26 main:574] : INFO : Epoch 1725 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 2085.8 ms [2022-04-10 07:19:28 main:574] : INFO : Epoch 1726 | loss: 0.0312487 | val_loss: 0.0312504 | Time: 2147.7 ms [2022-04-10 07:19:30 main:574] : INFO : Epoch 1727 | loss: 0.031249 | val_loss: 0.0312514 | Time: 2036.9 ms [2022-04-10 07:19:32 main:574] : INFO : Epoch 1728 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1961.45 ms [2022-04-10 07:19:34 main:574] : INFO : Epoch 1729 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1944.19 ms [2022-04-10 07:19:36 main:574] : INFO : Epoch 1730 | loss: 0.0312492 | val_loss: 0.0312512 | Time: 1991.17 ms [2022-04-10 07:19:38 main:574] : INFO : Epoch 1731 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1956.74 ms [2022-04-10 07:19:39 main:574] : INFO : Epoch 1732 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1911.2 ms [2022-04-10 07:19:41 main:574] : INFO : Epoch 1733 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1970.42 ms [2022-04-10 07:19:43 main:574] : INFO : Epoch 1734 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1965.69 ms [2022-04-10 07:19:45 main:574] : INFO : Epoch 1735 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1961.16 ms [2022-04-10 07:19:47 main:574] : INFO : Epoch 1736 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1944.59 ms [2022-04-10 07:19:49 main:574] : INFO : Epoch 1737 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1947.1 ms [2022-04-10 07:19:51 main:574] : INFO : Epoch 1738 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1939.43 ms [2022-04-10 07:19:53 main:574] : INFO : Epoch 1739 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1941.06 ms [2022-04-10 07:19:55 main:574] : INFO : Epoch 1740 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1926.21 ms [2022-04-10 07:19:57 main:574] : INFO : Epoch 1741 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1924.53 ms [2022-04-10 07:19:59 main:574] : INFO : Epoch 1742 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1951.89 ms [2022-04-10 07:20:01 main:574] : INFO : Epoch 1743 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 1943.21 ms [2022-04-10 07:20:03 main:574] : INFO : Epoch 1744 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1960.6 ms [2022-04-10 07:20:05 main:574] : INFO : Epoch 1745 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 1938.93 ms [2022-04-10 07:20:07 main:574] : INFO : Epoch 1746 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1953.76 ms [2022-04-10 07:20:09 main:574] : INFO : Epoch 1747 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1940.07 ms [2022-04-10 07:20:11 main:574] : INFO : Epoch 1748 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1950.9 ms [2022-04-10 07:20:13 main:574] : INFO : Epoch 1749 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1962.73 ms [2022-04-10 07:20:15 main:574] : INFO : Epoch 1750 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1958.33 ms [2022-04-10 07:20:17 main:574] : INFO : Epoch 1751 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1960.66 ms [2022-04-10 07:20:19 main:574] : INFO : Epoch 1752 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1955.62 ms [2022-04-10 07:20:21 main:574] : INFO : Epoch 1753 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1956.4 ms [2022-04-10 07:20:22 main:574] : INFO : Epoch 1754 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1927.33 ms [2022-04-10 07:20:24 main:574] : INFO : Epoch 1755 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1938.98 ms [2022-04-10 07:20:26 main:574] : INFO : Epoch 1756 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1960.05 ms [2022-04-10 07:20:28 main:574] : INFO : Epoch 1757 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1933.23 ms [2022-04-10 07:20:30 main:574] : INFO : Epoch 1758 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1942.68 ms [2022-04-10 07:20:32 main:574] : INFO : Epoch 1759 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1962.37 ms [2022-04-10 07:20:34 main:574] : INFO : Epoch 1760 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2005.16 ms [2022-04-10 07:20:36 main:574] : INFO : Epoch 1761 | loss: 0.031249 | val_loss: 0.0312495 | Time: 2006.29 ms [2022-04-10 07:20:38 main:574] : INFO : Epoch 1762 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2004.14 ms [2022-04-10 07:20:40 main:574] : INFO : Epoch 1763 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1965.62 ms [2022-04-10 07:20:42 main:574] : INFO : Epoch 1764 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1966.87 ms [2022-04-10 07:20:44 main:574] : INFO : Epoch 1765 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1953.02 ms [2022-04-10 07:20:46 main:574] : INFO : Epoch 1766 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1943.42 ms [2022-04-10 07:20:48 main:574] : INFO : Epoch 1767 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1977.12 ms [2022-04-10 07:20:50 main:574] : INFO : Epoch 1768 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1963.77 ms [2022-04-10 07:20:52 main:574] : INFO : Epoch 1769 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1999.37 ms [2022-04-10 07:20:54 main:574] : INFO : Epoch 1770 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1975.23 ms [2022-04-10 07:20:56 main:574] : INFO : Epoch 1771 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1937.9 ms [2022-04-10 07:20:58 main:574] : INFO : Epoch 1772 | loss: 0.0315975 | val_loss: 0.0317279 | Time: 1910.06 ms [2022-04-10 07:21:00 main:574] : INFO : Epoch 1773 | loss: 0.0314218 | val_loss: 0.0313046 | Time: 1955.98 ms [2022-04-10 07:21:02 main:574] : INFO : Epoch 1774 | loss: 0.0312729 | val_loss: 0.0312626 | Time: 1988.15 ms [2022-04-10 07:21:04 main:574] : INFO : Epoch 1775 | loss: 0.0312543 | val_loss: 0.0312523 | Time: 1965.06 ms [2022-04-10 07:21:06 main:574] : INFO : Epoch 1776 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1969.88 ms [2022-04-10 07:21:08 main:574] : INFO : Epoch 1777 | loss: 0.03125 | val_loss: 0.03125 | Time: 1969.24 ms [2022-04-10 07:21:10 main:574] : INFO : Epoch 1778 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1972.59 ms [2022-04-10 07:21:12 main:574] : INFO : Epoch 1779 | loss: 0.0312493 | val_loss: 0.0312515 | Time: 1980.21 ms [2022-04-10 07:21:14 main:574] : INFO : Epoch 1780 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1937.11 ms [2022-04-10 07:21:16 main:574] : INFO : Epoch 1781 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1979.83 ms [2022-04-10 07:21:18 main:574] : INFO : Epoch 1782 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 1961.14 ms [2022-04-10 07:21:20 main:574] : INFO : Epoch 1783 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1968.23 ms [2022-04-10 07:21:22 main:574] : INFO : Epoch 1784 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1944.85 ms [2022-04-10 07:21:24 main:574] : INFO : Epoch 1785 | loss: 0.031249 | val_loss: 0.0312508 | Time: 1956.38 ms [2022-04-10 07:21:25 main:574] : INFO : Epoch 1786 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1955.01 ms [2022-04-10 07:21:27 main:574] : INFO : Epoch 1787 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1957.38 ms [2022-04-10 07:21:29 main:574] : INFO : Epoch 1788 | loss: 0.0312492 | val_loss: 0.0312519 | Time: 1966.68 ms [2022-04-10 07:21:31 main:574] : INFO : Epoch 1789 | loss: 0.03125 | val_loss: 0.0312526 | Time: 1996.31 ms [2022-04-10 07:21:33 main:574] : INFO : Epoch 1790 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1950.16 ms [2022-04-10 07:21:35 main:574] : INFO : Epoch 1791 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1941.21 ms [2022-04-10 07:21:37 main:574] : INFO : Epoch 1792 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1975.74 ms [2022-04-10 07:21:39 main:574] : INFO : Epoch 1793 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1969.42 ms [2022-04-10 07:21:41 main:574] : INFO : Epoch 1794 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1937.14 ms [2022-04-10 07:21:43 main:574] : INFO : Epoch 1795 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1964.35 ms [2022-04-10 07:21:45 main:574] : INFO : Epoch 1796 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1925.64 ms [2022-04-10 07:21:47 main:574] : INFO : Epoch 1797 | loss: 0.031249 | val_loss: 0.0312507 | Time: 1963.84 ms [2022-04-10 07:21:49 main:574] : INFO : Epoch 1798 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1960.52 ms [2022-04-10 07:21:51 main:574] : INFO : Epoch 1799 | loss: 0.0312486 | val_loss: 0.03125 | Time: 1925.96 ms [2022-04-10 07:21:53 main:574] : INFO : Epoch 1800 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1971.19 ms [2022-04-10 07:21:55 main:574] : INFO : Epoch 1801 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1954.62 ms [2022-04-10 07:21:57 main:574] : INFO : Epoch 1802 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1938.59 ms [2022-04-10 07:21:59 main:574] : INFO : Epoch 1803 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1919.47 ms [2022-04-10 07:22:01 main:574] : INFO : Epoch 1804 | loss: 0.031249 | val_loss: 0.0312497 | Time: 2001.22 ms [2022-04-10 07:22:03 main:574] : INFO : Epoch 1805 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 1951.06 ms [2022-04-10 07:22:05 main:574] : INFO : Epoch 1806 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1943.85 ms [2022-04-10 07:22:07 main:574] : INFO : Epoch 1807 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1935.99 ms [2022-04-10 07:22:09 main:574] : INFO : Epoch 1808 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1928.32 ms [2022-04-10 07:22:11 main:574] : INFO : Epoch 1809 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1992.67 ms [2022-04-10 07:22:13 main:574] : INFO : Epoch 1810 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1965.09 ms [2022-04-10 07:22:14 main:574] : INFO : Epoch 1811 | loss: 0.0312492 | val_loss: 0.0312523 | Time: 1945.17 ms [2022-04-10 07:22:16 main:574] : INFO : Epoch 1812 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1948.49 ms [2022-04-10 07:22:18 main:574] : INFO : Epoch 1813 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1970.72 ms [2022-04-10 07:22:20 main:574] : INFO : Epoch 1814 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1955.62 ms [2022-04-10 07:22:22 main:574] : INFO : Epoch 1815 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1960.33 ms [2022-04-10 07:22:24 main:574] : INFO : Epoch 1816 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1951.24 ms [2022-04-10 07:22:26 main:574] : INFO : Epoch 1817 | loss: 0.031249 | val_loss: 0.0312515 | Time: 1937.73 ms [2022-04-10 07:22:28 main:574] : INFO : Epoch 1818 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1943.59 ms [2022-04-10 07:22:30 main:574] : INFO : Epoch 1819 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1965.39 ms [2022-04-10 07:22:32 main:574] : INFO : Epoch 1820 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1959.87 ms [2022-04-10 07:22:34 main:574] : INFO : Epoch 1821 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1961.2 ms [2022-04-10 07:22:36 main:574] : INFO : Epoch 1822 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1942.25 ms [2022-04-10 07:22:38 main:574] : INFO : Epoch 1823 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1959.97 ms [2022-04-10 07:22:40 main:574] : INFO : Epoch 1824 | loss: 0.0312486 | val_loss: 0.0312504 | Time: 1961.78 ms [2022-04-10 07:22:42 main:574] : INFO : Epoch 1825 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1975.67 ms [2022-04-10 07:22:44 main:574] : INFO : Epoch 1826 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 1990.4 ms [2022-04-10 07:22:46 main:574] : INFO : Epoch 1827 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2010.04 ms [2022-04-10 07:22:48 main:574] : INFO : Epoch 1828 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 2013.88 ms [2022-04-10 07:22:50 main:574] : INFO : Epoch 1829 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1948.89 ms [2022-04-10 07:22:52 main:574] : INFO : Epoch 1830 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1985.83 ms [2022-04-10 07:22:54 main:574] : INFO : Epoch 1831 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1975.15 ms [2022-04-10 07:22:56 main:574] : INFO : Epoch 1832 | loss: 0.0312489 | val_loss: 0.0312508 | Time: 1973.4 ms [2022-04-10 07:22:58 main:574] : INFO : Epoch 1833 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1967.85 ms [2022-04-10 07:23:00 main:574] : INFO : Epoch 1834 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1969.56 ms [2022-04-10 07:23:02 main:574] : INFO : Epoch 1835 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1976.24 ms [2022-04-10 07:23:04 main:574] : INFO : Epoch 1836 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1955.09 ms [2022-04-10 07:23:06 main:574] : INFO : Epoch 1837 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1988.54 ms [2022-04-10 07:23:08 main:574] : INFO : Epoch 1838 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1944 ms [2022-04-10 07:23:10 main:574] : INFO : Epoch 1839 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1990.12 ms [2022-04-10 07:23:12 main:574] : INFO : Epoch 1840 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 2004.39 ms [2022-04-10 07:23:14 main:574] : INFO : Epoch 1841 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1964.86 ms [2022-04-10 07:23:16 main:574] : INFO : Epoch 1842 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1938.98 ms [2022-04-10 07:23:18 main:574] : INFO : Epoch 1843 | loss: 0.0312489 | val_loss: 0.0312518 | Time: 1952.42 ms [2022-04-10 07:23:20 main:574] : INFO : Epoch 1844 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1979.19 ms [2022-04-10 07:23:21 main:574] : INFO : Epoch 1845 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1923.69 ms [2022-04-10 07:23:23 main:574] : INFO : Epoch 1846 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1959.32 ms [2022-04-10 07:23:25 main:574] : INFO : Epoch 1847 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1927.33 ms [2022-04-10 07:23:27 main:574] : INFO : Epoch 1848 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1933.21 ms [2022-04-10 07:23:29 main:574] : INFO : Epoch 1849 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1951.36 ms [2022-04-10 07:23:31 main:574] : INFO : Epoch 1850 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1938.58 ms [2022-04-10 07:23:33 main:574] : INFO : Epoch 1851 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1968.77 ms [2022-04-10 07:23:35 main:574] : INFO : Epoch 1852 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1917.04 ms [2022-04-10 07:23:37 main:574] : INFO : Epoch 1853 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1955.56 ms [2022-04-10 07:23:39 main:574] : INFO : Epoch 1854 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1964.82 ms [2022-04-10 07:23:41 main:574] : INFO : Epoch 1855 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1970.77 ms [2022-04-10 07:23:43 main:574] : INFO : Epoch 1856 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1973.2 ms [2022-04-10 07:23:45 main:574] : INFO : Epoch 1857 | loss: 0.031249 | val_loss: 0.0312515 | Time: 1954.71 ms [2022-04-10 07:23:47 main:574] : INFO : Epoch 1858 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1940.52 ms [2022-04-10 07:23:49 main:574] : INFO : Epoch 1859 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1924.17 ms [2022-04-10 07:23:51 main:574] : INFO : Epoch 1860 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1971.03 ms [2022-04-10 07:23:53 main:574] : INFO : Epoch 1861 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1954.49 ms [2022-04-10 07:23:55 main:574] : INFO : Epoch 1862 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1968.2 ms [2022-04-10 07:23:57 main:574] : INFO : Epoch 1863 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1953.8 ms [2022-04-10 07:23:59 main:574] : INFO : Epoch 1864 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 1936.38 ms [2022-04-10 07:24:01 main:574] : INFO : Epoch 1865 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1957.59 ms [2022-04-10 07:24:03 main:574] : INFO : Epoch 1866 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1938.89 ms [2022-04-10 07:24:04 main:574] : INFO : Epoch 1867 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1936.95 ms [2022-04-10 07:24:06 main:574] : INFO : Epoch 1868 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1946.9 ms [2022-04-10 07:24:08 main:574] : INFO : Epoch 1869 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1947.39 ms [2022-04-10 07:24:10 main:574] : INFO : Epoch 1870 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1931.22 ms [2022-04-10 07:24:12 main:574] : INFO : Epoch 1871 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1957.32 ms [2022-04-10 07:24:14 main:574] : INFO : Epoch 1872 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1928.09 ms [2022-04-10 07:24:16 main:574] : INFO : Epoch 1873 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1942.02 ms [2022-04-10 07:24:18 main:574] : INFO : Epoch 1874 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1931.71 ms [2022-04-10 07:24:20 main:574] : INFO : Epoch 1875 | loss: 0.031249 | val_loss: 0.03125 | Time: 1963.46 ms [2022-04-10 07:24:22 main:574] : INFO : Epoch 1876 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1951.46 ms [2022-04-10 07:24:24 main:574] : INFO : Epoch 1877 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1961.03 ms [2022-04-10 07:24:26 main:574] : INFO : Epoch 1878 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1916.22 ms [2022-04-10 07:24:28 main:574] : INFO : Epoch 1879 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1951.02 ms [2022-04-10 07:24:30 main:574] : INFO : Epoch 1880 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1978.24 ms [2022-04-10 07:24:32 main:574] : INFO : Epoch 1881 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1956.05 ms [2022-04-10 07:24:34 main:574] : INFO : Epoch 1882 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1933.87 ms [2022-04-10 07:24:36 main:574] : INFO : Epoch 1883 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1947.97 ms [2022-04-10 07:24:38 main:574] : INFO : Epoch 1884 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1929.48 ms [2022-04-10 07:24:40 main:574] : INFO : Epoch 1885 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1938.38 ms [2022-04-10 07:24:41 main:574] : INFO : Epoch 1886 | loss: 0.0312488 | val_loss: 0.0312505 | Time: 1955.57 ms [2022-04-10 07:24:43 main:574] : INFO : Epoch 1887 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1952.06 ms [2022-04-10 07:24:45 main:574] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.031251 | Time: 1930.39 ms [2022-04-10 07:24:47 main:574] : INFO : Epoch 1889 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1965.28 ms [2022-04-10 07:24:49 main:574] : INFO : Epoch 1890 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1932.21 ms [2022-04-10 07:24:51 main:574] : INFO : Epoch 1891 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1935.02 ms [2022-04-10 07:24:53 main:574] : INFO : Epoch 1892 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1919.3 ms [2022-04-10 07:24:55 main:574] : INFO : Epoch 1893 | loss: 0.0312499 | val_loss: 0.0312527 | Time: 1963.34 ms [2022-04-10 07:24:57 main:574] : INFO : Epoch 1894 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 1928.65 ms [2022-04-10 07:24:59 main:574] : INFO : Epoch 1895 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1943.95 ms [2022-04-10 07:25:01 main:574] : INFO : Epoch 1896 | loss: 0.0312491 | val_loss: 0.031251 | Time: 1961.3 ms [2022-04-10 07:25:03 main:574] : INFO : Epoch 1897 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2009.22 ms [2022-04-10 07:25:05 main:574] : INFO : Epoch 1898 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 2003.48 ms [2022-04-10 07:25:07 main:574] : INFO : Epoch 1899 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1945.13 ms [2022-04-10 07:25:09 main:574] : INFO : Epoch 1900 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1980.79 ms [2022-04-10 07:25:11 main:574] : INFO : Epoch 1901 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1955.98 ms [2022-04-10 07:25:13 main:574] : INFO : Epoch 1902 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1952.86 ms [2022-04-10 07:25:15 main:574] : INFO : Epoch 1903 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1967.84 ms [2022-04-10 07:25:17 main:574] : INFO : Epoch 1904 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1950.71 ms [2022-04-10 07:25:19 main:574] : INFO : Epoch 1905 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1957.28 ms [2022-04-10 07:25:21 main:574] : INFO : Epoch 1906 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1990.25 ms [2022-04-10 07:25:23 main:574] : INFO : Epoch 1907 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1999.02 ms [2022-04-10 07:25:25 main:574] : INFO : Epoch 1908 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 1976.8 ms [2022-04-10 07:25:27 main:574] : INFO : Epoch 1909 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1974.69 ms [2022-04-10 07:25:29 main:574] : INFO : Epoch 1910 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1984.52 ms [2022-04-10 07:25:31 main:574] : INFO : Epoch 1911 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1962.1 ms [2022-04-10 07:25:33 main:574] : INFO : Epoch 1912 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2021.54 ms [2022-04-10 07:25:35 main:574] : INFO : Epoch 1913 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1972.07 ms [2022-04-10 07:25:37 main:574] : INFO : Epoch 1914 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1969.74 ms [2022-04-10 07:25:39 main:574] : INFO : Epoch 1915 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1953.66 ms [2022-04-10 07:25:41 main:574] : INFO : Epoch 1916 | loss: 0.031249 | val_loss: 0.0312515 | Time: 2021.15 ms [2022-04-10 07:25:43 main:574] : INFO : Epoch 1917 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1981.59 ms [2022-04-10 07:25:45 main:574] : INFO : Epoch 1918 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1969.09 ms [2022-04-10 07:25:47 main:574] : INFO : Epoch 1919 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1962.92 ms [2022-04-10 07:25:49 main:574] : INFO : Epoch 1920 | loss: 0.0312493 | val_loss: 0.0312514 | Time: 1972.74 ms [2022-04-10 07:25:50 main:574] : INFO : Epoch 1921 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1925.49 ms [2022-04-10 07:25:52 main:574] : INFO : Epoch 1922 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 1959.6 ms [2022-04-10 07:25:54 main:574] : INFO : Epoch 1923 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1954.64 ms [2022-04-10 07:25:56 main:574] : INFO : Epoch 1924 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1984.04 ms [2022-04-10 07:25:58 main:574] : INFO : Epoch 1925 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1933.82 ms [2022-04-10 07:26:00 main:574] : INFO : Epoch 1926 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1947.28 ms [2022-04-10 07:26:02 main:574] : INFO : Epoch 1927 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1938.25 ms [2022-04-10 07:26:04 main:574] : INFO : Epoch 1928 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 1932.54 ms [2022-04-10 07:26:06 main:574] : INFO : Epoch 1929 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1944.71 ms [2022-04-10 07:26:08 main:574] : INFO : Epoch 1930 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1945.25 ms [2022-04-10 07:26:10 main:574] : INFO : Epoch 1931 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1948.45 ms [2022-04-10 07:26:12 main:574] : INFO : Epoch 1932 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1930.1 ms [2022-04-10 07:26:14 main:574] : INFO : Epoch 1933 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1921.09 ms [2022-04-10 07:26:16 main:574] : INFO : Epoch 1934 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1944.19 ms [2022-04-10 07:26:18 main:574] : INFO : Epoch 1935 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1928.01 ms [2022-04-10 07:26:20 main:574] : INFO : Epoch 1936 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1974.24 ms [2022-04-10 07:26:22 main:574] : INFO : Epoch 1937 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1922.67 ms [2022-04-10 07:26:24 main:574] : INFO : Epoch 1938 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1922.16 ms [2022-04-10 07:26:25 main:574] : INFO : Epoch 1939 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1943.79 ms [2022-04-10 07:26:27 main:574] : INFO : Epoch 1940 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1943.08 ms [2022-04-10 07:26:29 main:574] : INFO : Epoch 1941 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1929.03 ms [2022-04-10 07:26:31 main:574] : INFO : Epoch 1942 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1951.13 ms [2022-04-10 07:26:33 main:574] : INFO : Epoch 1943 | loss: 0.031249 | val_loss: 0.0312507 | Time: 1969.65 ms [2022-04-10 07:26:35 main:574] : INFO : Epoch 1944 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1929.4 ms [2022-04-10 07:26:37 main:574] : INFO : Epoch 1945 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1971.48 ms [2022-04-10 07:26:39 main:574] : INFO : Epoch 1946 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1931.55 ms [2022-04-10 07:26:41 main:574] : INFO : Epoch 1947 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1924.99 ms [2022-04-10 07:26:43 main:574] : INFO : Epoch 1948 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1945.25 ms [2022-04-10 07:26:45 main:574] : INFO : Epoch 1949 | loss: 0.0312492 | val_loss: 0.0312541 | Time: 1939.02 ms [2022-04-10 07:26:47 main:574] : INFO : Epoch 1950 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 1945.85 ms [2022-04-10 07:26:49 main:574] : INFO : Epoch 1951 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1970.83 ms [2022-04-10 07:26:51 main:574] : INFO : Epoch 1952 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1914.04 ms [2022-04-10 07:26:53 main:574] : INFO : Epoch 1953 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1917.04 ms [2022-04-10 07:26:55 main:574] : INFO : Epoch 1954 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1913.42 ms [2022-04-10 07:26:57 main:574] : INFO : Epoch 1955 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1960.29 ms [2022-04-10 07:26:59 main:574] : INFO : Epoch 1956 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1949.83 ms [2022-04-10 07:27:01 main:574] : INFO : Epoch 1957 | loss: 0.0312494 | val_loss: 0.0312517 | Time: 1979.82 ms [2022-04-10 07:27:03 main:574] : INFO : Epoch 1958 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1978.73 ms [2022-04-10 07:27:04 main:574] : INFO : Epoch 1959 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 1941.23 ms [2022-04-10 07:27:06 main:574] : INFO : Epoch 1960 | loss: 0.03125 | val_loss: 0.031251 | Time: 1962.94 ms [2022-04-10 07:27:08 main:574] : INFO : Epoch 1961 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1942.16 ms [2022-04-10 07:27:10 main:574] : INFO : Epoch 1962 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1973.48 ms [2022-04-10 07:27:12 main:574] : INFO : Epoch 1963 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1979.39 ms [2022-04-10 07:27:14 main:574] : INFO : Epoch 1964 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1965.86 ms [2022-04-10 07:27:16 main:574] : INFO : Epoch 1965 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1960.75 ms [2022-04-10 07:27:18 main:574] : INFO : Epoch 1966 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1960.06 ms [2022-04-10 07:27:20 main:574] : INFO : Epoch 1967 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1932.62 ms [2022-04-10 07:27:22 main:574] : INFO : Epoch 1968 | loss: 0.0312528 | val_loss: 0.0312526 | Time: 1936.3 ms [2022-04-10 07:27:24 main:574] : INFO : Epoch 1969 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1965.12 ms [2022-04-10 07:27:26 main:574] : INFO : Epoch 1970 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 1964.94 ms [2022-04-10 07:27:28 main:574] : INFO : Epoch 1971 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1980.26 ms [2022-04-10 07:27:30 main:574] : INFO : Epoch 1972 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 1957.63 ms [2022-04-10 07:27:32 main:574] : INFO : Epoch 1973 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1984.33 ms [2022-04-10 07:27:34 main:574] : INFO : Epoch 1974 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1967.5 ms [2022-04-10 07:27:36 main:574] : INFO : Epoch 1975 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1985.51 ms [2022-04-10 07:27:38 main:574] : INFO : Epoch 1976 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1980.4 ms [2022-04-10 07:27:40 main:574] : INFO : Epoch 1977 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1970.98 ms [2022-04-10 07:27:42 main:574] : INFO : Epoch 1978 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 1978.85 ms [2022-04-10 07:27:44 main:574] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 1965.84 ms [2022-04-10 07:27:46 main:574] : INFO : Epoch 1980 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1955.27 ms [2022-04-10 07:27:48 main:574] : INFO : Epoch 1981 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1929.72 ms [2022-04-10 07:27:50 main:574] : INFO : Epoch 1982 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1934.39 ms [2022-04-10 07:27:52 main:574] : INFO : Epoch 1983 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1932.32 ms [2022-04-10 07:27:54 main:574] : INFO : Epoch 1984 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1977.84 ms [2022-04-10 07:27:56 main:574] : INFO : Epoch 1985 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1926.71 ms [2022-04-10 07:27:58 main:574] : INFO : Epoch 1986 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1963.66 ms [2022-04-10 07:27:59 main:574] : INFO : Epoch 1987 | loss: 0.0312492 | val_loss: 0.031251 | Time: 1947.43 ms [2022-04-10 07:28:02 main:574] : INFO : Epoch 1988 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 2119.06 ms [2022-04-10 07:28:04 main:574] : INFO : Epoch 1989 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1952.03 ms [2022-04-10 07:28:06 main:574] : INFO : Epoch 1990 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1962.05 ms [2022-04-10 07:28:07 main:574] : INFO : Epoch 1991 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 1942.31 ms [2022-04-10 07:28:09 main:574] : INFO : Epoch 1992 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1926.62 ms [2022-04-10 07:28:11 main:574] : INFO : Epoch 1993 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1955.77 ms [2022-04-10 07:28:13 main:574] : INFO : Epoch 1994 | loss: 0.0312491 | val_loss: 0.0312518 | Time: 1952.43 ms [2022-04-10 07:28:15 main:574] : INFO : Epoch 1995 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1976.36 ms [2022-04-10 07:28:17 main:574] : INFO : Epoch 1996 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1904.43 ms [2022-04-10 07:28:19 main:574] : INFO : Epoch 1997 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1951.34 ms [2022-04-10 07:28:21 main:574] : INFO : Epoch 1998 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1939.84 ms [2022-04-10 07:28:23 main:574] : INFO : Epoch 1999 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1969.75 ms [2022-04-10 07:28:25 main:574] : INFO : Epoch 2000 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1951.72 ms [2022-04-10 07:28:27 main:574] : INFO : Epoch 2001 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1938 ms [2022-04-10 07:28:29 main:574] : INFO : Epoch 2002 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1938.75 ms [2022-04-10 07:28:31 main:574] : INFO : Epoch 2003 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1941.75 ms [2022-04-10 07:28:33 main:574] : INFO : Epoch 2004 | loss: 0.0312499 | val_loss: 0.0312529 | Time: 1940.94 ms [2022-04-10 07:28:35 main:574] : INFO : Epoch 2005 | loss: 0.0312505 | val_loss: 0.0312534 | Time: 1947.32 ms [2022-04-10 07:28:37 main:574] : INFO : Epoch 2006 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1949.18 ms [2022-04-10 07:28:39 main:574] : INFO : Epoch 2007 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1943.38 ms [2022-04-10 07:28:41 main:574] : INFO : Epoch 2008 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1976.12 ms [2022-04-10 07:28:43 main:574] : INFO : Epoch 2009 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1947.57 ms [2022-04-10 07:28:45 main:574] : INFO : Epoch 2010 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1937.63 ms [2022-04-10 07:28:47 main:574] : INFO : Epoch 2011 | loss: 0.0312486 | val_loss: 0.0312533 | Time: 1970.4 ms [2022-04-10 07:28:48 main:574] : INFO : Epoch 2012 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1951.23 ms [2022-04-10 07:28:51 main:574] : INFO : Epoch 2013 | loss: 0.0312492 | val_loss: 0.03125 | Time: 2081.86 ms [2022-04-10 07:28:53 main:574] : INFO : Epoch 2014 | loss: 0.0312488 | val_loss: 0.03125 | Time: 2098.37 ms [2022-04-10 07:28:55 main:574] : INFO : Epoch 2015 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 2053.8 ms [2022-04-10 07:28:57 main:574] : INFO : Epoch 2016 | loss: 0.0312492 | val_loss: 0.0312509 | Time: 1940.93 ms [2022-04-10 07:28:59 main:574] : INFO : Epoch 2017 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1944.91 ms [2022-04-10 07:29:01 main:574] : INFO : Epoch 2018 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1907.46 ms [2022-04-10 07:29:02 main:574] : INFO : Epoch 2019 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1943.46 ms [2022-04-10 07:29:04 main:574] : INFO : Epoch 2020 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1954.86 ms [2022-04-10 07:29:06 main:574] : INFO : Epoch 2021 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 1956.72 ms [2022-04-10 07:29:08 main:574] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312517 | Time: 1933.57 ms [2022-04-10 07:29:10 main:574] : INFO : Epoch 2023 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1977.87 ms [2022-04-10 07:29:12 main:574] : INFO : Epoch 2024 | loss: 0.0312501 | val_loss: 0.0312531 | Time: 1942.87 ms [2022-04-10 07:29:14 main:574] : INFO : Epoch 2025 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1969.66 ms [2022-04-10 07:29:16 main:574] : INFO : Epoch 2026 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1942.63 ms [2022-04-10 07:29:18 main:574] : INFO : Epoch 2027 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1944.98 ms [2022-04-10 07:29:20 main:574] : INFO : Epoch 2028 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1948.6 ms [2022-04-10 07:29:22 main:574] : INFO : Epoch 2029 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1924.15 ms [2022-04-10 07:29:24 main:574] : INFO : Epoch 2030 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1970.82 ms [2022-04-10 07:29:26 main:574] : INFO : Epoch 2031 | loss: 0.0312492 | val_loss: 0.0312521 | Time: 1953.39 ms [2022-04-10 07:29:28 main:574] : INFO : Epoch 2032 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1977.99 ms [2022-04-10 07:29:30 main:574] : INFO : Epoch 2033 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1959.9 ms [2022-04-10 07:29:32 main:574] : INFO : Epoch 2034 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1967.8 ms [2022-04-10 07:29:34 main:574] : INFO : Epoch 2035 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1951.8 ms [2022-04-10 07:29:36 main:574] : INFO : Epoch 2036 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 1950.96 ms [2022-04-10 07:29:38 main:574] : INFO : Epoch 2037 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1981.72 ms [2022-04-10 07:29:40 main:574] : INFO : Epoch 2038 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1943.37 ms [2022-04-10 07:29:42 main:574] : INFO : Epoch 2039 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1953.79 ms [2022-04-10 07:29:44 main:574] : INFO : Epoch 2040 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1929.07 ms [2022-04-10 07:29:46 main:574] : INFO : Epoch 2041 | loss: 0.031249 | val_loss: 0.03125 | Time: 1930.72 ms [2022-04-10 07:29:47 main:574] : INFO : Epoch 2042 | loss: 0.0312491 | val_loss: 0.0312516 | Time: 1940.04 ms [2022-04-10 07:29:49 main:574] : INFO : Epoch 2043 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1990.6 ms [2022-04-10 07:29:51 main:574] : INFO : Epoch 2044 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1957.3 ms [2022-04-10 07:29:53 main:574] : INFO : Epoch 2045 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1939 ms [2022-04-10 07:29:55 main:574] : INFO : Epoch 2046 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1979.23 ms [2022-04-10 07:29:57 main:574] : INFO : Epoch 2047 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1926.12 ms [2022-04-10 07:29:59 main:574] : INFO : Epoch 2048 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1961.79 ms [2022-04-10 07:29:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312498 [2022-04-10 07:29:59 main:603] : INFO : Saving end state to config to file [2022-04-10 07:29:59 main:608] : INFO : Success, exiting.. 07:29:59 (25520): 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)