Task 4647176
| Name | ParityMachine-1617248823-24102-0_1 |
| Workunit | 2597041 |
| Created | 7 Apr 2021, 0:12:50 UTC |
| Sent | 7 Apr 2021, 0:25:33 UTC |
| Report deadline | 15 Apr 2021, 0:25:33 UTC |
| Received | 7 Apr 2021, 8:28:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 10 min 22 sec |
| CPU time | 1 hours 10 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.34 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> | Time: 2039.5 ms [2021-04-07 04:10:43 main:581] : INFO : Epoch 1538 | loss: 0.0311275 | val_loss: 0.0311629 | Time: 2053.69 ms [2021-04-07 04:10:46 main:581] : INFO : Epoch 1539 | loss: 0.0311267 | val_loss: 0.0311578 | Time: 2041.8 ms [2021-04-07 04:10:48 main:581] : INFO : Epoch 1540 | loss: 0.0311247 | val_loss: 0.0311553 | Time: 2054.53 ms [2021-04-07 04:10:50 main:581] : INFO : Epoch 1541 | loss: 0.0311232 | val_loss: 0.0311573 | Time: 2044.95 ms [2021-04-07 04:10:52 main:581] : INFO : Epoch 1542 | loss: 0.0311242 | val_loss: 0.0311534 | Time: 2046.24 ms [2021-04-07 04:10:54 main:581] : INFO : Epoch 1543 | loss: 0.0311228 | val_loss: 0.0311573 | Time: 2042.46 ms [2021-04-07 04:10:56 main:581] : INFO : Epoch 1544 | loss: 0.0311242 | val_loss: 0.0311547 | Time: 2048.69 ms [2021-04-07 04:10:58 main:581] : INFO : Epoch 1545 | loss: 0.0311248 | val_loss: 0.0311545 | Time: 2047.37 ms [2021-04-07 04:11:00 main:581] : INFO : Epoch 1546 | loss: 0.0311253 | val_loss: 0.031203 | Time: 2080.73 ms [2021-04-07 04:11:02 main:581] : INFO : Epoch 1547 | loss: 0.0314854 | val_loss: 0.0313511 | Time: 2050.04 ms [2021-04-07 04:11:04 main:581] : INFO : Epoch 1548 | loss: 0.0321582 | val_loss: 0.0314092 | Time: 2024.2 ms [2021-04-07 04:11:06 main:581] : INFO : Epoch 1549 | loss: 0.0313692 | val_loss: 0.0312975 | Time: 2024.59 ms [2021-04-07 04:11:08 main:581] : INFO : Epoch 1550 | loss: 0.0312723 | val_loss: 0.0312562 | Time: 2050.12 ms [2021-04-07 04:11:10 main:581] : INFO : Epoch 1551 | loss: 0.0312535 | val_loss: 0.0312508 | Time: 2076.5 ms [2021-04-07 04:11:12 main:581] : INFO : Epoch 1552 | loss: 0.031252 | val_loss: 0.0312508 | Time: 2066.58 ms [2021-04-07 04:11:14 main:581] : INFO : Epoch 1553 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2045.35 ms [2021-04-07 04:11:16 main:581] : INFO : Epoch 1554 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2070.71 ms [2021-04-07 04:11:18 main:581] : INFO : Epoch 1555 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2046.65 ms [2021-04-07 04:11:20 main:581] : INFO : Epoch 1556 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2094.82 ms [2021-04-07 04:11:23 main:581] : INFO : Epoch 1557 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2069.64 ms [2021-04-07 04:11:25 main:581] : INFO : Epoch 1558 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2028.18 ms [2021-04-07 04:11:27 main:581] : INFO : Epoch 1559 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2043.63 ms [2021-04-07 04:11:29 main:581] : INFO : Epoch 1560 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2050.92 ms [2021-04-07 04:11:31 main:581] : INFO : Epoch 1561 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2050.61 ms [2021-04-07 04:11:33 main:581] : INFO : Epoch 1562 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2049.56 ms [2021-04-07 04:11:35 main:581] : INFO : Epoch 1563 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2046.47 ms [2021-04-07 04:11:37 main:581] : INFO : Epoch 1564 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2047.37 ms [2021-04-07 04:11:39 main:581] : INFO : Epoch 1565 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2046.5 ms [2021-04-07 04:11:41 main:581] : INFO : Epoch 1566 | loss: 0.0312513 | val_loss: 0.0312518 | Time: 2048.77 ms [2021-04-07 04:11:43 main:581] : INFO : Epoch 1567 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 2050.82 ms [2021-04-07 04:11:45 main:581] : INFO : Epoch 1568 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 2053.33 ms [2021-04-07 04:11:47 main:581] : INFO : Epoch 1569 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2054.4 ms [2021-04-07 04:11:49 main:581] : INFO : Epoch 1570 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2069.2 ms [2021-04-07 04:11:51 main:581] : INFO : Epoch 1571 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2054.71 ms [2021-04-07 04:11:53 main:581] : INFO : Epoch 1572 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2055.25 ms [2021-04-07 04:11:55 main:581] : INFO : Epoch 1573 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1963.97 ms [2021-04-07 04:11:57 main:581] : INFO : Epoch 1574 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2040.93 ms [2021-04-07 04:11:59 main:581] : INFO : Epoch 1575 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2068.92 ms [2021-04-07 04:12:01 main:581] : INFO : Epoch 1576 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2057.38 ms [2021-04-07 04:12:03 main:581] : INFO : Epoch 1577 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2053.04 ms [2021-04-07 04:12:06 main:581] : INFO : Epoch 1578 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2107.22 ms [2021-04-07 04:12:08 main:581] : INFO : Epoch 1579 | loss: 0.03125 | val_loss: 0.03125 | Time: 2080.87 ms [2021-04-07 04:12:10 main:581] : INFO : Epoch 1580 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2120.33 ms [2021-04-07 04:12:12 main:581] : INFO : Epoch 1581 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2110.74 ms [2021-04-07 04:12:14 main:581] : INFO : Epoch 1582 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 2139.76 ms [2021-04-07 04:12:16 main:581] : INFO : Epoch 1583 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2139.83 ms [2021-04-07 04:12:18 main:581] : INFO : Epoch 1584 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2150.15 ms [2021-04-07 04:12:20 main:581] : INFO : Epoch 1585 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2137.19 ms [2021-04-07 04:12:23 main:581] : INFO : Epoch 1586 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2123.6 ms [2021-04-07 04:12:25 main:581] : INFO : Epoch 1587 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 2146.31 ms [2021-04-07 04:12:27 main:581] : INFO : Epoch 1588 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2138.18 ms [2021-04-07 04:12:29 main:581] : INFO : Epoch 1589 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2126.98 ms [2021-04-07 04:12:31 main:581] : INFO : Epoch 1590 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2076.13 ms [2021-04-07 04:12:33 main:581] : INFO : Epoch 1591 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2054.58 ms [2021-04-07 04:12:35 main:581] : INFO : Epoch 1592 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2043.25 ms [2021-04-07 04:12:37 main:581] : INFO : Epoch 1593 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2045.48 ms [2021-04-07 04:12:39 main:581] : INFO : Epoch 1594 | loss: 0.03125 | val_loss: 0.03125 | Time: 2049.41 ms [2021-04-07 04:12:41 main:581] : INFO : Epoch 1595 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2044.52 ms [2021-04-07 04:12:43 main:581] : INFO : Epoch 1596 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2046.24 ms [2021-04-07 04:12:45 main:581] : INFO : Epoch 1597 | loss: 0.0312498 | val_loss: 0.0312525 | Time: 2083 ms [2021-04-07 04:12:47 main:581] : INFO : Epoch 1598 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2025.81 ms [2021-04-07 04:12:49 main:581] : INFO : Epoch 1599 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2029.24 ms [2021-04-07 04:12:52 main:581] : INFO : Epoch 1600 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2066.74 ms [2021-04-07 04:12:54 main:581] : INFO : Epoch 1601 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2055.78 ms [2021-04-07 04:12:56 main:581] : INFO : Epoch 1602 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2057.35 ms [2021-04-07 04:12:58 main:581] : INFO : Epoch 1603 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2070.83 ms [2021-04-07 04:13:00 main:581] : INFO : Epoch 1604 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2065.18 ms [2021-04-07 04:13:02 main:581] : INFO : Epoch 1605 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2064.65 ms [2021-04-07 04:13:04 main:581] : INFO : Epoch 1606 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2056.31 ms [2021-04-07 04:13:06 main:581] : INFO : Epoch 1607 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2064.07 ms [2021-04-07 04:13:08 main:581] : INFO : Epoch 1608 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 2059.52 ms [2021-04-07 04:13:10 main:581] : INFO : Epoch 1609 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 2036.21 ms [2021-04-07 04:13:12 main:581] : INFO : Epoch 1610 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2051.78 ms [2021-04-07 04:13:14 main:581] : INFO : Epoch 1611 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2075.54 ms [2021-04-07 04:13:16 main:581] : INFO : Epoch 1612 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 2033.77 ms [2021-04-07 04:13:18 main:581] : INFO : Epoch 1613 | loss: 0.031251 | val_loss: 0.0312507 | Time: 2047.37 ms [2021-04-07 04:13:20 main:581] : INFO : Epoch 1614 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2025.29 ms [2021-04-07 04:13:22 main:581] : INFO : Epoch 1615 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 2033.57 ms [2021-04-07 04:13:24 main:581] : INFO : Epoch 1616 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2057.02 ms [2021-04-07 04:13:26 main:581] : INFO : Epoch 1617 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 2053.48 ms [2021-04-07 04:13:29 main:581] : INFO : Epoch 1618 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2081.76 ms [2021-04-07 04:13:31 main:581] : INFO : Epoch 1619 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2038.44 ms [2021-04-07 04:13:33 main:581] : INFO : Epoch 1620 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2038.94 ms [2021-04-07 04:13:35 main:581] : INFO : Epoch 1621 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2040.38 ms [2021-04-07 04:13:37 main:581] : INFO : Epoch 1622 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2105.99 ms [2021-04-07 04:13:39 main:581] : INFO : Epoch 1623 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 2111.4 ms [2021-04-07 04:13:41 main:581] : INFO : Epoch 1624 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2117.24 ms [2021-04-07 04:13:43 main:581] : INFO : Epoch 1625 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2064 ms [2021-04-07 04:13:45 main:581] : INFO : Epoch 1626 | loss: 0.031251 | val_loss: 0.0312497 | Time: 2131.38 ms [2021-04-07 04:13:47 main:581] : INFO : Epoch 1627 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 2089.39 ms [2021-04-07 04:13:49 main:581] : INFO : Epoch 1628 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2060.53 ms [2021-04-07 04:13:51 main:581] : INFO : Epoch 1629 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2069.54 ms [2021-04-07 04:13:53 main:581] : INFO : Epoch 1630 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2027.59 ms [2021-04-07 04:13:55 main:581] : INFO : Epoch 1631 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2050.77 ms [2021-04-07 04:13:58 main:581] : INFO : Epoch 1632 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2097.62 ms [2021-04-07 04:14:00 main:581] : INFO : Epoch 1633 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2054.17 ms [2021-04-07 04:14:02 main:581] : INFO : Epoch 1634 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2049.48 ms [2021-04-07 04:14:04 main:581] : INFO : Epoch 1635 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2061.87 ms [2021-04-07 04:14:06 main:581] : INFO : Epoch 1636 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2071.46 ms [2021-04-07 04:14:08 main:581] : INFO : Epoch 1637 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2048.24 ms [2021-04-07 04:14:10 main:581] : INFO : Epoch 1638 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2050.74 ms [2021-04-07 04:14:12 main:581] : INFO : Epoch 1639 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2032.47 ms [2021-04-07 04:14:14 main:581] : INFO : Epoch 1640 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2062.85 ms [2021-04-07 04:14:16 main:581] : INFO : Epoch 1641 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2089.23 ms [2021-04-07 04:14:18 main:581] : INFO : Epoch 1642 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2058.05 ms [2021-04-07 04:14:20 main:581] : INFO : Epoch 1643 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2053.5 ms [2021-04-07 04:14:22 main:581] : INFO : Epoch 1644 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2054.01 ms [2021-04-07 04:14:24 main:581] : INFO : Epoch 1645 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2055.78 ms [2021-04-07 04:14:26 main:581] : INFO : Epoch 1646 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2056.38 ms [2021-04-07 04:14:28 main:581] : INFO : Epoch 1647 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2054.09 ms [2021-04-07 04:14:31 main:581] : INFO : Epoch 1648 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2065.41 ms [2021-04-07 04:14:33 main:581] : INFO : Epoch 1649 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2055.61 ms [2021-04-07 04:14:35 main:581] : INFO : Epoch 1650 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 2078.05 ms [2021-04-07 04:14:37 main:581] : INFO : Epoch 1651 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 2058.93 ms [2021-04-07 04:14:39 main:581] : INFO : Epoch 1652 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2046.07 ms [2021-04-07 04:14:41 main:581] : INFO : Epoch 1653 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2074.93 ms [2021-04-07 04:14:43 main:581] : INFO : Epoch 1654 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2048.29 ms [2021-04-07 04:14:45 main:581] : INFO : Epoch 1655 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2042.55 ms [2021-04-07 04:14:47 main:581] : INFO : Epoch 1656 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2050.93 ms [2021-04-07 04:14:49 main:581] : INFO : Epoch 1657 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2052.25 ms [2021-04-07 04:14:51 main:581] : INFO : Epoch 1658 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 2172.43 ms [2021-04-07 04:14:53 main:581] : INFO : Epoch 1659 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2106.31 ms [2021-04-07 04:14:55 main:581] : INFO : Epoch 1660 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2134.1 ms [2021-04-07 04:14:58 main:581] : INFO : Epoch 1661 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2108.21 ms [2021-04-07 04:15:00 main:581] : INFO : Epoch 1662 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 2066.41 ms [2021-04-07 04:15:02 main:581] : INFO : Epoch 1663 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 2061.4 ms [2021-04-07 04:15:04 main:581] : INFO : Epoch 1664 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2039.1 ms [2021-04-07 04:15:06 main:581] : INFO : Epoch 1665 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 2045.27 ms [2021-04-07 04:15:08 main:581] : INFO : Epoch 1666 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 2055.32 ms [2021-04-07 04:15:10 main:581] : INFO : Epoch 1667 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2044.52 ms [2021-04-07 04:15:12 main:581] : INFO : Epoch 1668 | loss: 0.03125 | val_loss: 0.0312494 | Time: 2043.02 ms [2021-04-07 04:15:14 main:581] : INFO : Epoch 1669 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 2057.47 ms [2021-04-07 04:15:16 main:581] : INFO : Epoch 1670 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2055.42 ms [2021-04-07 04:15:18 main:581] : INFO : Epoch 1671 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2057.16 ms [2021-04-07 04:15:20 main:581] : INFO : Epoch 1672 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2056.9 ms [2021-04-07 04:15:22 main:581] : INFO : Epoch 1673 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 2056.39 ms [2021-04-07 04:15:24 main:581] : INFO : Epoch 1674 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2053.46 ms [2021-04-07 04:15:26 main:581] : INFO : Epoch 1675 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2055.64 ms [2021-04-07 04:15:28 main:581] : INFO : Epoch 1676 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2059.38 ms [2021-04-07 04:15:30 main:581] : INFO : Epoch 1677 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2057.8 ms [2021-04-07 04:15:32 main:581] : INFO : Epoch 1678 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2049.3 ms [2021-04-07 04:15:35 main:581] : INFO : Epoch 1679 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2048.46 ms [2021-04-07 04:15:37 main:581] : INFO : Epoch 1680 | loss: 0.03125 | val_loss: 0.031251 | Time: 2046.48 ms [2021-04-07 04:15:39 main:581] : INFO : Epoch 1681 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2046.36 ms [2021-04-07 04:15:41 main:581] : INFO : Epoch 1682 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 2042.64 ms [2021-04-07 04:15:43 main:581] : INFO : Epoch 1683 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2026.56 ms [2021-04-07 04:15:45 main:581] : INFO : Epoch 1684 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2073.56 ms [2021-04-07 04:15:47 main:581] : INFO : Epoch 1685 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2033.69 ms [2021-04-07 04:15:49 main:581] : INFO : Epoch 1686 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 2067.34 ms [2021-04-07 04:15:51 main:581] : INFO : Epoch 1687 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2090.86 ms [2021-04-07 04:15:53 main:581] : INFO : Epoch 1688 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2083.85 ms [2021-04-07 04:15:55 main:581] : INFO : Epoch 1689 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2089.9 ms [2021-04-07 04:15:57 main:581] : INFO : Epoch 1690 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2053.51 ms [2021-04-07 04:15:59 main:581] : INFO : Epoch 1691 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2033.93 ms [2021-04-07 04:16:01 main:581] : INFO : Epoch 1692 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2058.15 ms [2021-04-07 04:16:03 main:581] : INFO : Epoch 1693 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2106.95 ms [2021-04-07 04:16:05 main:581] : INFO : Epoch 1694 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2091.19 ms [2021-04-07 04:16:08 main:581] : INFO : Epoch 1695 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2066.01 ms [2021-04-07 04:16:10 main:581] : INFO : Epoch 1696 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2087.06 ms [2021-04-07 04:16:12 main:581] : INFO : Epoch 1697 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2052.06 ms [2021-04-07 04:16:14 main:581] : INFO : Epoch 1698 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2065.73 ms [2021-04-07 04:16:16 main:581] : INFO : Epoch 1699 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2147.7 ms [2021-04-07 04:16:18 main:581] : INFO : Epoch 1700 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2069.15 ms [2021-04-07 04:16:20 main:581] : INFO : Epoch 1701 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2046.04 ms [2021-04-07 04:16:22 main:581] : INFO : Epoch 1702 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2062.7 ms [2021-04-07 04:16:24 main:581] : INFO : Epoch 1703 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 2015.65 ms [2021-04-07 04:16:26 main:581] : INFO : Epoch 1704 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2021.08 ms [2021-04-07 04:16:28 main:581] : INFO : Epoch 1705 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2069.81 ms [2021-04-07 04:16:30 main:581] : INFO : Epoch 1706 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2066.06 ms [2021-04-07 04:16:32 main:581] : INFO : Epoch 1707 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 2046.43 ms [2021-04-07 04:16:34 main:581] : INFO : Epoch 1708 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2072.12 ms [2021-04-07 04:16:36 main:581] : INFO : Epoch 1709 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2036.38 ms [2021-04-07 04:16:38 main:581] : INFO : Epoch 1710 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 2036.54 ms [2021-04-07 04:16:40 main:581] : INFO : Epoch 1711 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 2036.38 ms [2021-04-07 04:16:43 main:581] : INFO : Epoch 1712 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 2107.46 ms [2021-04-07 04:16:45 main:581] : INFO : Epoch 1713 | loss: 0.0312505 | val_loss: 0.031252 | Time: 2069.21 ms [2021-04-07 04:16:47 main:581] : INFO : Epoch 1714 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2035.16 ms [2021-04-07 04:16:49 main:581] : INFO : Epoch 1715 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2061.2 ms [2021-04-07 04:16:51 main:581] : INFO : Epoch 1716 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2034.07 ms [2021-04-07 04:16:53 main:581] : INFO : Epoch 1717 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2050.33 ms [2021-04-07 04:16:55 main:581] : INFO : Epoch 1718 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2029.35 ms [2021-04-07 04:16:57 main:581] : INFO : Epoch 1719 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2038.15 ms [2021-04-07 04:16:59 main:581] : INFO : Epoch 1720 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2089.36 ms [2021-04-07 04:17:01 main:581] : INFO : Epoch 1721 | loss: 0.0312502 | val_loss: 0.0312527 | Time: 2035.97 ms [2021-04-07 04:17:03 main:581] : INFO : Epoch 1722 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 2038.93 ms [2021-04-07 04:17:05 main:581] : INFO : Epoch 1723 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2029.46 ms [2021-04-07 04:17:07 main:581] : INFO : Epoch 1724 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2053.2 ms [2021-04-07 04:17:09 main:581] : INFO : Epoch 1725 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 2068.72 ms [2021-04-07 04:17:11 main:581] : INFO : Epoch 1726 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2053.98 ms [2021-04-07 04:17:13 main:581] : INFO : Epoch 1727 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2110.54 ms [2021-04-07 04:17:15 main:581] : INFO : Epoch 1728 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2087.88 ms [2021-04-07 04:17:18 main:581] : INFO : Epoch 1729 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2105.16 ms [2021-04-07 04:17:20 main:581] : INFO : Epoch 1730 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2070.28 ms [2021-04-07 04:17:22 main:581] : INFO : Epoch 1731 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2104.96 ms [2021-04-07 04:17:24 main:581] : INFO : Epoch 1732 | loss: 0.0312502 | val_loss: 0.0312527 | Time: 2039.99 ms [2021-04-07 04:17:26 main:581] : INFO : Epoch 1733 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2030.56 ms [2021-04-07 04:17:28 main:581] : INFO : Epoch 1734 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2007.27 ms [2021-04-07 04:17:30 main:581] : INFO : Epoch 1735 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 2055.51 ms [2021-04-07 04:17:32 main:581] : INFO : Epoch 1736 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2030.46 ms [2021-04-07 04:17:34 main:581] : INFO : Epoch 1737 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 2080.37 ms [2021-04-07 04:17:36 main:581] : INFO : Epoch 1738 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2049.38 ms [2021-04-07 04:17:38 main:581] : INFO : Epoch 1739 | loss: 0.03125 | val_loss: 0.03125 | Time: 2088.91 ms [2021-04-07 04:17:40 main:581] : INFO : Epoch 1740 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2151.04 ms [2021-04-07 04:17:42 main:581] : INFO : Epoch 1741 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2151.54 ms [2021-04-07 04:17:45 main:581] : INFO : Epoch 1742 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2146.19 ms [2021-04-07 04:17:47 main:581] : INFO : Epoch 1743 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2149.28 ms [2021-04-07 04:17:49 main:581] : INFO : Epoch 1744 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2147.68 ms [2021-04-07 04:17:51 main:581] : INFO : Epoch 1745 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2065.83 ms [2021-04-07 04:17:53 main:581] : INFO : Epoch 1746 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2046.33 ms [2021-04-07 04:17:55 main:581] : INFO : Epoch 1747 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2080.68 ms [2021-04-07 04:17:57 main:581] : INFO : Epoch 1748 | loss: 0.0312499 | val_loss: 0.031252 | Time: 2059.63 ms [2021-04-07 04:17:59 main:581] : INFO : Epoch 1749 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 2094.87 ms [2021-04-07 04:18:01 main:581] : INFO : Epoch 1750 | loss: 0.031251 | val_loss: 0.0312496 | Time: 2109.45 ms [2021-04-07 04:18:03 main:581] : INFO : Epoch 1751 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2091.03 ms [2021-04-07 04:18:06 main:581] : INFO : Epoch 1752 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 2123.15 ms [2021-04-07 04:18:08 main:581] : INFO : Epoch 1753 | loss: 0.0312512 | val_loss: 0.0312532 | Time: 2059.68 ms [2021-04-07 04:18:10 main:581] : INFO : Epoch 1754 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2048.97 ms [2021-04-07 04:18:12 main:581] : INFO : Epoch 1755 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2083.69 ms [2021-04-07 04:18:14 main:581] : INFO : Epoch 1756 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2045.2 ms [2021-04-07 04:18:16 main:581] : INFO : Epoch 1757 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1999.01 ms [2021-04-07 04:18:18 main:581] : INFO : Epoch 1758 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2042.22 ms [2021-04-07 04:18:20 main:581] : INFO : Epoch 1759 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2082.2 ms [2021-04-07 04:18:22 main:581] : INFO : Epoch 1760 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2080.56 ms [2021-04-07 04:18:24 main:581] : INFO : Epoch 1761 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2038.88 ms [2021-04-07 04:18:26 main:581] : INFO : Epoch 1762 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 2058.5 ms [2021-04-07 04:18:28 main:581] : INFO : Epoch 1763 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2049.76 ms [2021-04-07 04:18:30 main:581] : INFO : Epoch 1764 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 2054.71 ms [2021-04-07 04:18:32 main:581] : INFO : Epoch 1765 | loss: 0.0312497 | val_loss: 0.0312523 | Time: 2079.84 ms [2021-04-07 04:18:34 main:581] : INFO : Epoch 1766 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2084.08 ms [2021-04-07 04:18:36 main:581] : INFO : Epoch 1767 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2063.96 ms [2021-04-07 04:18:38 main:581] : INFO : Epoch 1768 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2023.42 ms [2021-04-07 04:18:40 main:581] : INFO : Epoch 1769 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2052.96 ms [2021-04-07 04:18:43 main:581] : INFO : Epoch 1770 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2041.84 ms [2021-04-07 04:18:45 main:581] : INFO : Epoch 1771 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2050.25 ms [2021-04-07 04:18:47 main:581] : INFO : Epoch 1772 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2048.67 ms [2021-04-07 04:18:49 main:581] : INFO : Epoch 1773 | loss: 0.031251 | val_loss: 0.0312509 | Time: 2052.19 ms [2021-04-07 04:18:51 main:581] : INFO : Epoch 1774 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2053.51 ms [2021-04-07 04:18:53 main:581] : INFO : Epoch 1775 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 2052.56 ms [2021-04-07 04:18:55 main:581] : INFO : Epoch 1776 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2061.32 ms [2021-04-07 04:18:57 main:581] : INFO : Epoch 1777 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2050.33 ms [2021-04-07 04:18:59 main:581] : INFO : Epoch 1778 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2051.19 ms [2021-04-07 04:19:01 main:581] : INFO : Epoch 1779 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2047.83 ms [2021-04-07 04:19:03 main:581] : INFO : Epoch 1780 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2048.37 ms [2021-04-07 04:19:05 main:581] : INFO : Epoch 1781 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2049.51 ms [2021-04-07 04:19:07 main:581] : INFO : Epoch 1782 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2052.55 ms [2021-04-07 04:19:09 main:581] : INFO : Epoch 1783 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2052.13 ms [2021-04-07 04:19:11 main:581] : INFO : Epoch 1784 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2051.95 ms [2021-04-07 04:19:13 main:581] : INFO : Epoch 1785 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2050.06 ms [2021-04-07 04:19:15 main:581] : INFO : Epoch 1786 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2041.11 ms [2021-04-07 04:19:17 main:581] : INFO : Epoch 1787 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2045.99 ms [2021-04-07 04:19:19 main:581] : INFO : Epoch 1788 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2046.32 ms [2021-04-07 04:19:21 main:581] : INFO : Epoch 1789 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 2040.42 ms [2021-04-07 04:19:24 main:581] : INFO : Epoch 1790 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2042.88 ms [2021-04-07 04:19:26 main:581] : INFO : Epoch 1791 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2045.91 ms [2021-04-07 04:19:28 main:581] : INFO : Epoch 1792 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 2054.14 ms [2021-04-07 04:19:30 main:581] : INFO : Epoch 1793 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2050.27 ms [2021-04-07 04:19:32 main:581] : INFO : Epoch 1794 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2050 ms [2021-04-07 04:19:34 main:581] : INFO : Epoch 1795 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2034.64 ms [2021-04-07 04:19:36 main:581] : INFO : Epoch 1796 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2029.48 ms [2021-04-07 04:19:38 main:581] : INFO : Epoch 1797 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2045.36 ms [2021-04-07 04:19:40 main:581] : INFO : Epoch 1798 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2038.51 ms [2021-04-07 04:19:42 main:581] : INFO : Epoch 1799 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2023.88 ms [2021-04-07 04:19:44 main:581] : INFO : Epoch 1800 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2039.56 ms [2021-04-07 04:19:46 main:581] : INFO : Epoch 1801 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2022.7 ms [2021-04-07 04:19:48 main:581] : INFO : Epoch 1802 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2023.44 ms [2021-04-07 04:19:50 main:581] : INFO : Epoch 1803 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2041.7 ms [2021-04-07 04:19:52 main:581] : INFO : Epoch 1804 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2013.4 ms [2021-04-07 04:19:54 main:581] : INFO : Epoch 1805 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2021 ms [2021-04-07 04:19:56 main:581] : INFO : Epoch 1806 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2033.59 ms [2021-04-07 04:19:58 main:581] : INFO : Epoch 1807 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2049.23 ms [2021-04-07 04:20:00 main:581] : INFO : Epoch 1808 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2052.44 ms [2021-04-07 04:20:02 main:581] : INFO : Epoch 1809 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 2128.44 ms [2021-04-07 04:20:04 main:581] : INFO : Epoch 1810 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 2069.89 ms [2021-04-07 04:20:06 main:581] : INFO : Epoch 1811 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2042.12 ms [2021-04-07 04:20:08 main:581] : INFO : Epoch 1812 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2064.66 ms [2021-04-07 04:20:11 main:581] : INFO : Epoch 1813 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2067.65 ms [2021-04-07 04:20:13 main:581] : INFO : Epoch 1814 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 2052.55 ms [2021-04-07 04:20:15 main:581] : INFO : Epoch 1815 | loss: 0.0312526 | val_loss: 0.0312502 | Time: 2042.43 ms [2021-04-07 04:20:17 main:581] : INFO : Epoch 1816 | loss: 0.0312513 | val_loss: 0.0312527 | Time: 2052.45 ms [2021-04-07 04:20:19 main:581] : INFO : Epoch 1817 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2068.19 ms [2021-04-07 04:20:21 main:581] : INFO : Epoch 1818 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2052.37 ms [2021-04-07 04:20:23 main:581] : INFO : Epoch 1819 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 2046.3 ms [2021-04-07 04:20:25 main:581] : INFO : Epoch 1820 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2062.21 ms [2021-04-07 04:20:27 main:581] : INFO : Epoch 1821 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 2064.43 ms [2021-04-07 04:20:29 main:581] : INFO : Epoch 1822 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2075.22 ms [2021-04-07 04:20:31 main:581] : INFO : Epoch 1823 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2062.48 ms [2021-04-07 04:20:33 main:581] : INFO : Epoch 1824 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2040.64 ms [2021-04-07 04:20:35 main:581] : INFO : Epoch 1825 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2064.54 ms [2021-04-07 04:20:37 main:581] : INFO : Epoch 1826 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2051.26 ms [2021-04-07 04:20:39 main:581] : INFO : Epoch 1827 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2053.16 ms [2021-04-07 04:20:41 main:581] : INFO : Epoch 1828 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2043.6 ms [2021-04-07 04:20:43 main:581] : INFO : Epoch 1829 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 2063.13 ms [2021-04-07 04:20:46 main:581] : INFO : Epoch 1830 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2078.15 ms [2021-04-07 04:20:48 main:581] : INFO : Epoch 1831 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2085.04 ms [2021-04-07 04:20:50 main:581] : INFO : Epoch 1832 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2088.93 ms [2021-04-07 04:20:52 main:581] : INFO : Epoch 1833 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2062.94 ms [2021-04-07 04:20:54 main:581] : INFO : Epoch 1834 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2058.38 ms [2021-04-07 04:20:56 main:581] : INFO : Epoch 1835 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 2052.22 ms [2021-04-07 04:20:58 main:581] : INFO : Epoch 1836 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2060.54 ms [2021-04-07 04:21:00 main:581] : INFO : Epoch 1837 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2047.77 ms [2021-04-07 04:21:02 main:581] : INFO : Epoch 1838 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2082.93 ms [2021-04-07 04:21:04 main:581] : INFO : Epoch 1839 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2104.94 ms [2021-04-07 04:21:06 main:581] : INFO : Epoch 1840 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2077.39 ms [2021-04-07 04:21:08 main:581] : INFO : Epoch 1841 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2059.38 ms [2021-04-07 04:21:10 main:581] : INFO : Epoch 1842 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2081.36 ms [2021-04-07 04:21:12 main:581] : INFO : Epoch 1843 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 2071.05 ms [2021-04-07 04:21:15 main:581] : INFO : Epoch 1844 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2042.41 ms [2021-04-07 04:21:17 main:581] : INFO : Epoch 1845 | loss: 0.03125 | val_loss: 0.0312494 | Time: 2081.25 ms [2021-04-07 04:21:19 main:581] : INFO : Epoch 1846 | loss: 0.0312501 | val_loss: 0.0312534 | Time: 2088.81 ms [2021-04-07 04:21:21 main:581] : INFO : Epoch 1847 | loss: 0.0312513 | val_loss: 0.031252 | Time: 2063.74 ms [2021-04-07 04:21:23 main:581] : INFO : Epoch 1848 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 2048.8 ms [2021-04-07 04:21:25 main:581] : INFO : Epoch 1849 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2033.62 ms [2021-04-07 04:21:27 main:581] : INFO : Epoch 1850 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2064.68 ms [2021-04-07 04:21:29 main:581] : INFO : Epoch 1851 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2083.95 ms [2021-04-07 04:21:31 main:581] : INFO : Epoch 1852 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2093.46 ms [2021-04-07 04:21:33 main:581] : INFO : Epoch 1853 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2032.2 ms [2021-04-07 04:21:35 main:581] : INFO : Epoch 1854 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2060.3 ms [2021-04-07 04:21:37 main:581] : INFO : Epoch 1855 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2048.56 ms [2021-04-07 04:21:39 main:581] : INFO : Epoch 1856 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2075.6 ms [2021-04-07 04:21:41 main:581] : INFO : Epoch 1857 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 2062.98 ms [2021-04-07 04:21:43 main:581] : INFO : Epoch 1858 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2047.43 ms [2021-04-07 04:21:45 main:581] : INFO : Epoch 1859 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2087.75 ms [2021-04-07 04:21:48 main:581] : INFO : Epoch 1860 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2031.75 ms [2021-04-07 04:21:50 main:581] : INFO : Epoch 1861 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 2043.92 ms [2021-04-07 04:21:52 main:581] : INFO : Epoch 1862 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2047.07 ms [2021-04-07 04:21:54 main:581] : INFO : Epoch 1863 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2036.82 ms [2021-04-07 04:21:56 main:581] : INFO : Epoch 1864 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2045.22 ms [2021-04-07 04:21:58 main:581] : INFO : Epoch 1865 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2047.13 ms [2021-04-07 04:22:00 main:581] : INFO : Epoch 1866 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2025.54 ms [2021-04-07 04:22:02 main:581] : INFO : Epoch 1867 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2038.76 ms [2021-04-07 04:22:04 main:581] : INFO : Epoch 1868 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2042.32 ms [2021-04-07 04:22:06 main:581] : INFO : Epoch 1869 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2043.38 ms [2021-04-07 04:22:08 main:581] : INFO : Epoch 1870 | loss: 0.0312541 | val_loss: 0.0312592 | Time: 2037.4 ms [2021-04-07 04:22:10 main:581] : INFO : Epoch 1871 | loss: 0.0312552 | val_loss: 0.031252 | Time: 2044.02 ms [2021-04-07 04:22:12 main:581] : INFO : Epoch 1872 | loss: 0.0312514 | val_loss: 0.03125 | Time: 2041.75 ms [2021-04-07 04:22:14 main:581] : INFO : Epoch 1873 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2040.2 ms [2021-04-07 04:22:16 main:581] : INFO : Epoch 1874 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2040.08 ms [2021-04-07 04:22:18 main:581] : INFO : Epoch 1875 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2039.86 ms [2021-04-07 04:22:20 main:581] : INFO : Epoch 1876 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2039.18 ms [2021-04-07 04:22:22 main:581] : INFO : Epoch 1877 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 2041.32 ms [2021-04-07 04:22:24 main:581] : INFO : Epoch 1878 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2048.77 ms [2021-04-07 04:22:26 main:581] : INFO : Epoch 1879 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2050.14 ms [2021-04-07 04:22:28 main:581] : INFO : Epoch 1880 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 2047.18 ms [2021-04-07 04:22:30 main:581] : INFO : Epoch 1881 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2028.86 ms [2021-04-07 04:22:32 main:581] : INFO : Epoch 1882 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2053.91 ms [2021-04-07 04:22:34 main:581] : INFO : Epoch 1883 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 2052.02 ms [2021-04-07 04:22:37 main:581] : INFO : Epoch 1884 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 2055.9 ms [2021-04-07 04:22:39 main:581] : INFO : Epoch 1885 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 2055.28 ms [2021-04-07 04:22:41 main:581] : INFO : Epoch 1886 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2054.99 ms [2021-04-07 04:22:43 main:581] : INFO : Epoch 1887 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 2035 ms [2021-04-07 04:22:45 main:581] : INFO : Epoch 1888 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2050.47 ms [2021-04-07 04:22:47 main:581] : INFO : Epoch 1889 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 2052.7 ms [2021-04-07 04:22:49 main:581] : INFO : Epoch 1890 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2050.32 ms [2021-04-07 04:22:51 main:581] : INFO : Epoch 1891 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 2004.02 ms [2021-04-07 04:22:53 main:581] : INFO : Epoch 1892 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2075.46 ms [2021-04-07 04:22:55 main:581] : INFO : Epoch 1893 | loss: 0.0312506 | val_loss: 0.0312494 | Time: 2067.3 ms [2021-04-07 04:22:57 main:581] : INFO : Epoch 1894 | loss: 0.0312511 | val_loss: 0.0312524 | Time: 2046.37 ms [2021-04-07 04:22:59 main:581] : INFO : Epoch 1895 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2079.94 ms [2021-04-07 04:23:01 main:581] : INFO : Epoch 1896 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2091.03 ms [2021-04-07 04:23:03 main:581] : INFO : Epoch 1897 | loss: 0.0312503 | val_loss: 0.0312528 | Time: 2071.05 ms [2021-04-07 04:23:05 main:581] : INFO : Epoch 1898 | loss: 0.0312513 | val_loss: 0.0312534 | Time: 2077.65 ms [2021-04-07 04:23:07 main:581] : INFO : Epoch 1899 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2088.64 ms [2021-04-07 04:23:10 main:581] : INFO : Epoch 1900 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2045.27 ms [2021-04-07 04:23:12 main:581] : INFO : Epoch 1901 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2055.1 ms [2021-04-07 04:23:14 main:581] : INFO : Epoch 1902 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2044.38 ms [2021-04-07 04:23:16 main:581] : INFO : Epoch 1903 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2046.72 ms [2021-04-07 04:23:18 main:581] : INFO : Epoch 1904 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 2029.99 ms [2021-04-07 04:23:20 main:581] : INFO : Epoch 1905 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 2043.12 ms [2021-04-07 04:23:22 main:581] : INFO : Epoch 1906 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2068.39 ms [2021-04-07 04:23:24 main:581] : INFO : Epoch 1907 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2055.73 ms [2021-04-07 04:23:26 main:581] : INFO : Epoch 1908 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2107.29 ms [2021-04-07 04:23:28 main:581] : INFO : Epoch 1909 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 2077.39 ms [2021-04-07 04:23:30 main:581] : INFO : Epoch 1910 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2072.01 ms [2021-04-07 04:23:32 main:581] : INFO : Epoch 1911 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2066.8 ms [2021-04-07 04:23:34 main:581] : INFO : Epoch 1912 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2056.36 ms [2021-04-07 04:23:36 main:581] : INFO : Epoch 1913 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2056.26 ms [2021-04-07 04:23:38 main:581] : INFO : Epoch 1914 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2050.26 ms [2021-04-07 04:23:40 main:581] : INFO : Epoch 1915 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2072.32 ms [2021-04-07 04:23:42 main:581] : INFO : Epoch 1916 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 2063.7 ms [2021-04-07 04:23:45 main:581] : INFO : Epoch 1917 | loss: 0.03125 | val_loss: 0.0312494 | Time: 2099.5 ms [2021-04-07 04:23:47 main:581] : INFO : Epoch 1918 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 2053.65 ms [2021-04-07 04:23:49 main:581] : INFO : Epoch 1919 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2064.29 ms [2021-04-07 04:23:51 main:581] : INFO : Epoch 1920 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2073.78 ms [2021-04-07 04:23:53 main:581] : INFO : Epoch 1921 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 2034.59 ms [2021-04-07 04:23:55 main:581] : INFO : Epoch 1922 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2044.67 ms [2021-04-07 04:23:57 main:581] : INFO : Epoch 1923 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 2083.32 ms [2021-04-07 04:23:59 main:581] : INFO : Epoch 1924 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2070.82 ms [2021-04-07 04:24:01 main:581] : INFO : Epoch 1925 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 2046.21 ms [2021-04-07 04:24:03 main:581] : INFO : Epoch 1926 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2068.34 ms [2021-04-07 04:24:05 main:581] : INFO : Epoch 1927 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2055.95 ms [2021-04-07 04:24:07 main:581] : INFO : Epoch 1928 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2066.66 ms [2021-04-07 04:24:09 main:581] : INFO : Epoch 1929 | loss: 0.03125 | val_loss: 0.03125 | Time: 2077.21 ms [2021-04-07 04:24:11 main:581] : INFO : Epoch 1930 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2066.29 ms [2021-04-07 04:24:13 main:581] : INFO : Epoch 1931 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2099.64 ms [2021-04-07 04:24:16 main:581] : INFO : Epoch 1932 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2092.71 ms [2021-04-07 04:24:18 main:581] : INFO : Epoch 1933 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2088.22 ms [2021-04-07 04:24:20 main:581] : INFO : Epoch 1934 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2045.53 ms [2021-04-07 04:24:22 main:581] : INFO : Epoch 1935 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2040.75 ms [2021-04-07 04:24:24 main:581] : INFO : Epoch 1936 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2035.24 ms [2021-04-07 04:24:26 main:581] : INFO : Epoch 1937 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2051.49 ms [2021-04-07 04:24:28 main:581] : INFO : Epoch 1938 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2059.93 ms [2021-04-07 04:24:30 main:581] : INFO : Epoch 1939 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2052.61 ms [2021-04-07 04:24:32 main:581] : INFO : Epoch 1940 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 2073.98 ms [2021-04-07 04:24:34 main:581] : INFO : Epoch 1941 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 2070.12 ms [2021-04-07 04:24:36 main:581] : INFO : Epoch 1942 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2066.15 ms [2021-04-07 04:24:38 main:581] : INFO : Epoch 1943 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2049.95 ms [2021-04-07 04:24:40 main:581] : INFO : Epoch 1944 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2096.72 ms [2021-04-07 04:24:42 main:581] : INFO : Epoch 1945 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2084.07 ms [2021-04-07 04:24:44 main:581] : INFO : Epoch 1946 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 2048.54 ms [2021-04-07 04:24:46 main:581] : INFO : Epoch 1947 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2035.85 ms [2021-04-07 04:24:49 main:581] : INFO : Epoch 1948 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 2034.83 ms [2021-04-07 04:24:51 main:581] : INFO : Epoch 1949 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2048.14 ms [2021-04-07 04:24:53 main:581] : INFO : Epoch 1950 | loss: 0.03125 | val_loss: 0.0312493 | Time: 2060.26 ms [2021-04-07 04:24:55 main:581] : INFO : Epoch 1951 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 2064.19 ms [2021-04-07 04:24:57 main:581] : INFO : Epoch 1952 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2053.72 ms [2021-04-07 04:24:59 main:581] : INFO : Epoch 1953 | loss: 0.0312492 | val_loss: 0.03125 | Time: 2054.49 ms [2021-04-07 04:25:01 main:581] : INFO : Epoch 1954 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2056.37 ms [2021-04-07 04:25:03 main:581] : INFO : Epoch 1955 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 2054.23 ms [2021-04-07 04:25:05 main:581] : INFO : Epoch 1956 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 2042.14 ms [2021-04-07 04:25:07 main:581] : INFO : Epoch 1957 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2055.38 ms [2021-04-07 04:25:09 main:581] : INFO : Epoch 1958 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2080.86 ms [2021-04-07 04:25:11 main:581] : INFO : Epoch 1959 | loss: 0.03125 | val_loss: 0.0312518 | Time: 2042.82 ms [2021-04-07 04:25:13 main:581] : INFO : Epoch 1960 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 2032.38 ms [2021-04-07 04:25:15 main:581] : INFO : Epoch 1961 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2042.91 ms [2021-04-07 04:25:17 main:581] : INFO : Epoch 1962 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2041.51 ms [2021-04-07 04:25:19 main:581] : INFO : Epoch 1963 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2056.45 ms [2021-04-07 04:25:21 main:581] : INFO : Epoch 1964 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2047.58 ms [2021-04-07 04:25:23 main:581] : INFO : Epoch 1965 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2008.83 ms [2021-04-07 04:25:25 main:581] : INFO : Epoch 1966 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2034.19 ms [2021-04-07 04:25:27 main:581] : INFO : Epoch 1967 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 2031.14 ms [2021-04-07 04:25:29 main:581] : INFO : Epoch 1968 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 2035.62 ms [2021-04-07 04:25:32 main:581] : INFO : Epoch 1969 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 2078.35 ms [2021-04-07 04:25:34 main:581] : INFO : Epoch 1970 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2073.28 ms [2021-04-07 04:25:36 main:581] : INFO : Epoch 1971 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2091.34 ms [2021-04-07 04:25:38 main:581] : INFO : Epoch 1972 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2057.61 ms [2021-04-07 04:25:40 main:581] : INFO : Epoch 1973 | loss: 0.0312513 | val_loss: 0.03125 | Time: 2035.59 ms [2021-04-07 04:25:42 main:581] : INFO : Epoch 1974 | loss: 0.031251 | val_loss: 0.0312499 | Time: 2031.49 ms [2021-04-07 04:25:44 main:581] : INFO : Epoch 1975 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2040.28 ms [2021-04-07 04:25:46 main:581] : INFO : Epoch 1976 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 2015.78 ms [2021-04-07 04:25:48 main:581] : INFO : Epoch 1977 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2048.68 ms [2021-04-07 04:25:50 main:581] : INFO : Epoch 1978 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 2064.15 ms [2021-04-07 04:25:52 main:581] : INFO : Epoch 1979 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2059.06 ms [2021-04-07 04:25:54 main:581] : INFO : Epoch 1980 | loss: 0.0312506 | val_loss: 0.0312491 | Time: 2052.28 ms [2021-04-07 04:25:56 main:581] : INFO : Epoch 1981 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2054.17 ms [2021-04-07 04:25:58 main:581] : INFO : Epoch 1982 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2030.51 ms [2021-04-07 04:26:00 main:581] : INFO : Epoch 1983 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2059.64 ms [2021-04-07 04:26:02 main:581] : INFO : Epoch 1984 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2049.38 ms [2021-04-07 04:26:04 main:581] : INFO : Epoch 1985 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 2059.19 ms [2021-04-07 04:26:06 main:581] : INFO : Epoch 1986 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2058.47 ms [2021-04-07 04:26:08 main:581] : INFO : Epoch 1987 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 2054.38 ms [2021-04-07 04:26:11 main:581] : INFO : Epoch 1988 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2057.68 ms [2021-04-07 04:26:13 main:581] : INFO : Epoch 1989 | loss: 0.03125 | val_loss: 0.0312492 | Time: 2056.92 ms [2021-04-07 04:26:15 main:581] : INFO : Epoch 1990 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2056.02 ms [2021-04-07 04:26:17 main:581] : INFO : Epoch 1991 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 2061.6 ms [2021-04-07 04:26:19 main:581] : INFO : Epoch 1992 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 2064.28 ms [2021-04-07 04:26:21 main:581] : INFO : Epoch 1993 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2075.11 ms [2021-04-07 04:26:23 main:581] : INFO : Epoch 1994 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2067.57 ms [2021-04-07 04:26:25 main:581] : INFO : Epoch 1995 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2043.18 ms [2021-04-07 04:26:27 main:581] : INFO : Epoch 1996 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2038.11 ms [2021-04-07 04:26:29 main:581] : INFO : Epoch 1997 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 2034.86 ms [2021-04-07 04:26:31 main:581] : INFO : Epoch 1998 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 2045.33 ms [2021-04-07 04:26:33 main:581] : INFO : Epoch 1999 | loss: 0.0312504 | val_loss: 0.0312557 | Time: 2077.78 ms [2021-04-07 04:26:35 main:581] : INFO : Epoch 2000 | loss: 0.031252 | val_loss: 0.0312542 | Time: 2110.39 ms [2021-04-07 04:26:37 main:581] : INFO : Epoch 2001 | loss: 0.0312509 | val_loss: 0.0312497 | Time: 2066.88 ms [2021-04-07 04:26:39 main:581] : INFO : Epoch 2002 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 2064.56 ms [2021-04-07 04:26:41 main:581] : INFO : Epoch 2003 | loss: 0.031249 | val_loss: 0.0312498 | Time: 2058.35 ms [2021-04-07 04:26:44 main:581] : INFO : Epoch 2004 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 2064.47 ms [2021-04-07 04:26:46 main:581] : INFO : Epoch 2005 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 2040.77 ms [2021-04-07 04:26:48 main:581] : INFO : Epoch 2006 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 2067.77 ms [2021-04-07 04:26:50 main:581] : INFO : Epoch 2007 | loss: 0.0312499 | val_loss: 0.031249 | Time: 2035.7 ms [2021-04-07 04:26:52 main:581] : INFO : Epoch 2008 | loss: 0.0312493 | val_loss: 0.031249 | Time: 2032.39 ms [2021-04-07 04:26:54 main:581] : INFO : Epoch 2009 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 2087.12 ms [2021-04-07 04:26:56 main:581] : INFO : Epoch 2010 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 2080.11 ms [2021-04-07 04:26:58 main:581] : INFO : Epoch 2011 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 2039.13 ms [2021-04-07 04:27:00 main:581] : INFO : Epoch 2012 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2031.01 ms [2021-04-07 04:27:02 main:581] : INFO : Epoch 2013 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 2046.09 ms [2021-04-07 04:27:04 main:581] : INFO : Epoch 2014 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2093.12 ms [2021-04-07 04:27:06 main:581] : INFO : Epoch 2015 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 2044.27 ms [2021-04-07 04:27:08 main:581] : INFO : Epoch 2016 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 2093.68 ms [2021-04-07 04:27:10 main:581] : INFO : Epoch 2017 | loss: 0.0312494 | val_loss: 0.031251 | Time: 2061.86 ms [2021-04-07 04:27:12 main:581] : INFO : Epoch 2018 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2052.3 ms [2021-04-07 04:27:14 main:581] : INFO : Epoch 2019 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2073.64 ms [2021-04-07 04:27:16 main:581] : INFO : Epoch 2020 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 2089.5 ms [2021-04-07 04:27:19 main:581] : INFO : Epoch 2021 | loss: 0.0312501 | val_loss: 0.031249 | Time: 2076.42 ms [2021-04-07 04:27:21 main:581] : INFO : Epoch 2022 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 2059.65 ms [2021-04-07 04:27:23 main:581] : INFO : Epoch 2023 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 2064.97 ms [2021-04-07 04:27:25 main:581] : INFO : Epoch 2024 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 2086.13 ms [2021-04-07 04:27:27 main:581] : INFO : Epoch 2025 | loss: 0.0312506 | val_loss: 0.0312492 | Time: 2051.72 ms [2021-04-07 04:27:29 main:581] : INFO : Epoch 2026 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2052.23 ms [2021-04-07 04:27:31 main:581] : INFO : Epoch 2027 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 2043.2 ms [2021-04-07 04:27:33 main:581] : INFO : Epoch 2028 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 2048.41 ms [2021-04-07 04:27:35 main:581] : INFO : Epoch 2029 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 2048.53 ms [2021-04-07 04:27:37 main:581] : INFO : Epoch 2030 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 2061.95 ms [2021-04-07 04:27:39 main:581] : INFO : Epoch 2031 | loss: 0.0312508 | val_loss: 0.0312492 | Time: 2072.35 ms [2021-04-07 04:27:41 main:581] : INFO : Epoch 2032 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 2055.84 ms [2021-04-07 04:27:43 main:581] : INFO : Epoch 2033 | loss: 0.031249 | val_loss: 0.031249 | Time: 2059.96 ms [2021-04-07 04:27:45 main:581] : INFO : Epoch 2034 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 2067.96 ms [2021-04-07 04:27:47 main:581] : INFO : Epoch 2035 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2062.13 ms [2021-04-07 04:27:49 main:581] : INFO : Epoch 2036 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 2056.7 ms [2021-04-07 04:27:52 main:581] : INFO : Epoch 2037 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 2142.92 ms [2021-04-07 04:27:54 main:581] : INFO : Epoch 2038 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 2142.64 ms [2021-04-07 04:27:56 main:581] : INFO : Epoch 2039 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 2086.28 ms [2021-04-07 04:27:58 main:581] : INFO : Epoch 2040 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 2040.29 ms [2021-04-07 04:28:00 main:581] : INFO : Epoch 2041 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 2045.15 ms [2021-04-07 04:28:02 main:581] : INFO : Epoch 2042 | loss: 0.031249 | val_loss: 0.0312494 | Time: 2012.5 ms [2021-04-07 04:28:04 main:581] : INFO : Epoch 2043 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 2068.96 ms [2021-04-07 04:28:06 main:581] : INFO : Epoch 2044 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 2093.96 ms [2021-04-07 04:28:08 main:581] : INFO : Epoch 2045 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 2054.63 ms [2021-04-07 04:28:10 main:581] : INFO : Epoch 2046 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 2108.23 ms [2021-04-07 04:28:12 main:581] : INFO : Epoch 2047 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 2094.79 ms [2021-04-07 04:28:14 main:581] : INFO : Epoch 2048 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 2020.89 ms [2021-04-07 04:28:14 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312488 [2021-04-07 04:28:14 main:610] : INFO : Saving end state to config to file [2021-04-07 04:28:14 main:615] : INFO : Success, exiting.. 04:28:14 (1853764): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)