Task 8950968
| Name | ParityModified-1636177354-2552-2-0_0 |
| Workunit | 6410867 |
| Created | 14 Nov 2021, 23:36:46 UTC |
| Sent | 21 Nov 2021, 13:32:48 UTC |
| Report deadline | 29 Nov 2021, 13:32:48 UTC |
| Received | 21 Nov 2021, 15:51:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 17 min 22 sec |
| CPU time | 1 hours 15 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.05 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> .57 ms [2021-11-21 15:32:14 main:574] : INFO : Epoch 1542 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 2185.41 ms [2021-11-21 15:32:16 main:574] : INFO : Epoch 1543 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2185.84 ms [2021-11-21 15:32:18 main:574] : INFO : Epoch 1544 | loss: 0.031251 | val_loss: 0.0312522 | Time: 2175.65 ms [2021-11-21 15:32:20 main:574] : INFO : Epoch 1545 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2201.38 ms [2021-11-21 15:32:23 main:574] : INFO : Epoch 1546 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2184.94 ms [2021-11-21 15:32:25 main:574] : INFO : Epoch 1547 | loss: 0.0312513 | val_loss: 0.0312526 | Time: 2257.49 ms [2021-11-21 15:32:27 main:574] : INFO : Epoch 1548 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 2174.87 ms [2021-11-21 15:32:29 main:574] : INFO : Epoch 1549 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2189.24 ms [2021-11-21 15:32:31 main:574] : INFO : Epoch 1550 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2166.14 ms [2021-11-21 15:32:33 main:574] : INFO : Epoch 1551 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2179.98 ms [2021-11-21 15:32:36 main:574] : INFO : Epoch 1552 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2209.23 ms [2021-11-21 15:32:38 main:574] : INFO : Epoch 1553 | loss: 0.0312518 | val_loss: 0.0312498 | Time: 2207.34 ms [2021-11-21 15:32:40 main:574] : INFO : Epoch 1554 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 2182.09 ms [2021-11-21 15:32:42 main:574] : INFO : Epoch 1555 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2202.09 ms [2021-11-21 15:32:45 main:574] : INFO : Epoch 1556 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 2193.12 ms [2021-11-21 15:32:47 main:574] : INFO : Epoch 1557 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 2295.89 ms [2021-11-21 15:32:49 main:574] : INFO : Epoch 1558 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2190.67 ms [2021-11-21 15:32:51 main:574] : INFO : Epoch 1559 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 2234.58 ms [2021-11-21 15:32:53 main:574] : INFO : Epoch 1560 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 2207.86 ms [2021-11-21 15:32:56 main:574] : INFO : Epoch 1561 | loss: 0.0312517 | val_loss: 0.0312499 | Time: 2201.24 ms [2021-11-21 15:32:58 main:574] : INFO : Epoch 1562 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 2175.25 ms [2021-11-21 15:33:00 main:574] : INFO : Epoch 1563 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 2220.42 ms [2021-11-21 15:33:02 main:574] : INFO : Epoch 1564 | loss: 0.031252 | val_loss: 0.0312505 | Time: 2198.43 ms [2021-11-21 15:33:04 main:574] : INFO : Epoch 1565 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2187.52 ms [2021-11-21 15:33:07 main:574] : INFO : Epoch 1566 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2258.5 ms [2021-11-21 15:33:09 main:574] : INFO : Epoch 1567 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 2237.85 ms [2021-11-21 15:33:11 main:574] : INFO : Epoch 1568 | loss: 0.0312512 | val_loss: 0.0312522 | Time: 2233.01 ms [2021-11-21 15:33:13 main:574] : INFO : Epoch 1569 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 2184.04 ms [2021-11-21 15:33:16 main:574] : INFO : Epoch 1570 | loss: 0.0312518 | val_loss: 0.0312523 | Time: 2174.48 ms [2021-11-21 15:33:18 main:574] : INFO : Epoch 1571 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 2192.95 ms [2021-11-21 15:33:20 main:574] : INFO : Epoch 1572 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2200.51 ms [2021-11-21 15:33:22 main:574] : INFO : Epoch 1573 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2198.13 ms [2021-11-21 15:33:24 main:574] : INFO : Epoch 1574 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 2316.34 ms [2021-11-21 15:33:27 main:574] : INFO : Epoch 1575 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2277.32 ms [2021-11-21 15:33:29 main:574] : INFO : Epoch 1576 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2195.13 ms [2021-11-21 15:33:31 main:574] : INFO : Epoch 1577 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2194.91 ms [2021-11-21 15:33:33 main:574] : INFO : Epoch 1578 | loss: 0.0312526 | val_loss: 0.0312499 | Time: 2187.01 ms [2021-11-21 15:33:36 main:574] : INFO : Epoch 1579 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2160.05 ms [2021-11-21 15:33:38 main:574] : INFO : Epoch 1580 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2215.05 ms [2021-11-21 15:33:40 main:574] : INFO : Epoch 1581 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 2210.53 ms [2021-11-21 15:33:42 main:574] : INFO : Epoch 1582 | loss: 0.031251 | val_loss: 0.0312503 | Time: 2208.56 ms [2021-11-21 15:33:44 main:574] : INFO : Epoch 1583 | loss: 0.0312535 | val_loss: 0.031256 | Time: 2217.48 ms [2021-11-21 15:33:47 main:574] : INFO : Epoch 1584 | loss: 0.0312524 | val_loss: 0.0312519 | Time: 2238.71 ms [2021-11-21 15:33:49 main:574] : INFO : Epoch 1585 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 2228.76 ms [2021-11-21 15:33:51 main:574] : INFO : Epoch 1586 | loss: 0.031251 | val_loss: 0.0312514 | Time: 2182.18 ms [2021-11-21 15:33:53 main:574] : INFO : Epoch 1587 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2209.59 ms [2021-11-21 15:33:55 main:574] : INFO : Epoch 1588 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2186.99 ms [2021-11-21 15:33:58 main:574] : INFO : Epoch 1589 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2199.33 ms [2021-11-21 15:34:00 main:574] : INFO : Epoch 1590 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2192 ms [2021-11-21 15:34:02 main:574] : INFO : Epoch 1591 | loss: 0.0312517 | val_loss: 0.031252 | Time: 2186.59 ms [2021-11-21 15:34:04 main:574] : INFO : Epoch 1592 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2209.27 ms [2021-11-21 15:34:06 main:574] : INFO : Epoch 1593 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 2195.88 ms [2021-11-21 15:34:09 main:574] : INFO : Epoch 1594 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 2211.83 ms [2021-11-21 15:34:11 main:574] : INFO : Epoch 1595 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 2165.78 ms [2021-11-21 15:34:13 main:574] : INFO : Epoch 1596 | loss: 0.0312524 | val_loss: 0.0312514 | Time: 2206.13 ms [2021-11-21 15:34:15 main:574] : INFO : Epoch 1597 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2209.86 ms [2021-11-21 15:34:17 main:574] : INFO : Epoch 1598 | loss: 0.0312511 | val_loss: 0.0312543 | Time: 2175.22 ms [2021-11-21 15:34:20 main:574] : INFO : Epoch 1599 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 2186.44 ms [2021-11-21 15:34:22 main:574] : INFO : Epoch 1600 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2203.27 ms [2021-11-21 15:34:24 main:574] : INFO : Epoch 1601 | loss: 0.0312523 | val_loss: 0.0312502 | Time: 2223.8 ms [2021-11-21 15:34:26 main:574] : INFO : Epoch 1602 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 2179.65 ms [2021-11-21 15:34:28 main:574] : INFO : Epoch 1603 | loss: 0.0312523 | val_loss: 0.0312506 | Time: 2216.62 ms [2021-11-21 15:34:31 main:574] : INFO : Epoch 1604 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2236.25 ms [2021-11-21 15:34:33 main:574] : INFO : Epoch 1605 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 2190.67 ms [2021-11-21 15:34:35 main:574] : INFO : Epoch 1606 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 2181.54 ms [2021-11-21 15:34:37 main:574] : INFO : Epoch 1607 | loss: 0.0312531 | val_loss: 0.0312501 | Time: 2197.08 ms [2021-11-21 15:34:39 main:574] : INFO : Epoch 1608 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 2163.49 ms [2021-11-21 15:34:42 main:574] : INFO : Epoch 1609 | loss: 0.0312514 | val_loss: 0.0312531 | Time: 2175.97 ms [2021-11-21 15:34:44 main:574] : INFO : Epoch 1610 | loss: 0.0312523 | val_loss: 0.0312524 | Time: 2218.28 ms [2021-11-21 15:34:46 main:574] : INFO : Epoch 1611 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 2188.37 ms [2021-11-21 15:34:48 main:574] : INFO : Epoch 1612 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2194.25 ms [2021-11-21 15:34:51 main:574] : INFO : Epoch 1613 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2245.02 ms [2021-11-21 15:34:53 main:574] : INFO : Epoch 1614 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2191.99 ms [2021-11-21 15:34:55 main:574] : INFO : Epoch 1615 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2201.42 ms [2021-11-21 15:34:57 main:574] : INFO : Epoch 1616 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2192.42 ms [2021-11-21 15:35:00 main:574] : INFO : Epoch 1617 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 2163.92 ms [2021-11-21 15:35:02 main:574] : INFO : Epoch 1618 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2208.82 ms [2021-11-21 15:35:04 main:574] : INFO : Epoch 1619 | loss: 0.0312512 | val_loss: 0.031251 | Time: 2243.55 ms [2021-11-21 15:35:06 main:574] : INFO : Epoch 1620 | loss: 0.0312509 | val_loss: 0.0312539 | Time: 2171.81 ms [2021-11-21 15:35:08 main:574] : INFO : Epoch 1621 | loss: 0.031252 | val_loss: 0.0312524 | Time: 2191.97 ms [2021-11-21 15:35:11 main:574] : INFO : Epoch 1622 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 2222.33 ms [2021-11-21 15:35:13 main:574] : INFO : Epoch 1623 | loss: 0.0312513 | val_loss: 0.031251 | Time: 2306.8 ms [2021-11-21 15:35:15 main:574] : INFO : Epoch 1624 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2208.54 ms [2021-11-21 15:35:17 main:574] : INFO : Epoch 1625 | loss: 0.0312522 | val_loss: 0.031251 | Time: 2172.42 ms [2021-11-21 15:35:20 main:574] : INFO : Epoch 1626 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 2200.68 ms [2021-11-21 15:35:22 main:574] : INFO : Epoch 1627 | loss: 0.0312524 | val_loss: 0.0312535 | Time: 2201.31 ms [2021-11-21 15:35:24 main:574] : INFO : Epoch 1628 | loss: 0.0312518 | val_loss: 0.031251 | Time: 2229.63 ms [2021-11-21 15:35:26 main:574] : INFO : Epoch 1629 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 2181.16 ms [2021-11-21 15:35:28 main:574] : INFO : Epoch 1630 | loss: 0.0312507 | val_loss: 0.0312528 | Time: 2186.72 ms [2021-11-21 15:35:31 main:574] : INFO : Epoch 1631 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2186.91 ms [2021-11-21 15:35:33 main:574] : INFO : Epoch 1632 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 2290.17 ms [2021-11-21 15:35:35 main:574] : INFO : Epoch 1633 | loss: 0.0312514 | val_loss: 0.0312527 | Time: 2197.4 ms [2021-11-21 15:35:37 main:574] : INFO : Epoch 1634 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2187.86 ms [2021-11-21 15:35:39 main:574] : INFO : Epoch 1635 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 2211.8 ms [2021-11-21 15:35:42 main:574] : INFO : Epoch 1636 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 2212.72 ms [2021-11-21 15:35:44 main:574] : INFO : Epoch 1637 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2183.87 ms [2021-11-21 15:35:46 main:574] : INFO : Epoch 1638 | loss: 0.0312528 | val_loss: 0.0312504 | Time: 2204.37 ms [2021-11-21 15:35:48 main:574] : INFO : Epoch 1639 | loss: 0.0312526 | val_loss: 0.0312512 | Time: 2196.6 ms [2021-11-21 15:35:50 main:574] : INFO : Epoch 1640 | loss: 0.0312514 | val_loss: 0.0312528 | Time: 2179.02 ms [2021-11-21 15:35:53 main:574] : INFO : Epoch 1641 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 2189.07 ms [2021-11-21 15:35:55 main:574] : INFO : Epoch 1642 | loss: 0.0312511 | val_loss: 0.031251 | Time: 2296.35 ms [2021-11-21 15:35:57 main:574] : INFO : Epoch 1643 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 2206.67 ms [2021-11-21 15:35:59 main:574] : INFO : Epoch 1644 | loss: 0.0312507 | val_loss: 0.0312529 | Time: 2185.83 ms [2021-11-21 15:36:02 main:574] : INFO : Epoch 1645 | loss: 0.0312518 | val_loss: 0.031251 | Time: 2200.1 ms [2021-11-21 15:36:04 main:574] : INFO : Epoch 1646 | loss: 0.031251 | val_loss: 0.0312528 | Time: 2176.31 ms [2021-11-21 15:36:06 main:574] : INFO : Epoch 1647 | loss: 0.0312526 | val_loss: 0.0312512 | Time: 2203.29 ms [2021-11-21 15:36:08 main:574] : INFO : Epoch 1648 | loss: 0.0312508 | val_loss: 0.031253 | Time: 2169.7 ms [2021-11-21 15:36:10 main:574] : INFO : Epoch 1649 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2182.43 ms [2021-11-21 15:36:12 main:574] : INFO : Epoch 1650 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2195.88 ms [2021-11-21 15:36:15 main:574] : INFO : Epoch 1651 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2258.83 ms [2021-11-21 15:36:17 main:574] : INFO : Epoch 1652 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2230.58 ms [2021-11-21 15:36:19 main:574] : INFO : Epoch 1653 | loss: 0.0312514 | val_loss: 0.0312545 | Time: 2187.65 ms [2021-11-21 15:36:21 main:574] : INFO : Epoch 1654 | loss: 0.031251 | val_loss: 0.031252 | Time: 2214 ms [2021-11-21 15:36:24 main:574] : INFO : Epoch 1655 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2178.71 ms [2021-11-21 15:36:26 main:574] : INFO : Epoch 1656 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2200.07 ms [2021-11-21 15:36:28 main:574] : INFO : Epoch 1657 | loss: 0.0312518 | val_loss: 0.0312532 | Time: 2168.43 ms [2021-11-21 15:36:30 main:574] : INFO : Epoch 1658 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 2198.21 ms [2021-11-21 15:36:32 main:574] : INFO : Epoch 1659 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2197.76 ms [2021-11-21 15:36:35 main:574] : INFO : Epoch 1660 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 2269.29 ms [2021-11-21 15:36:37 main:574] : INFO : Epoch 1661 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 2224.45 ms [2021-11-21 15:36:39 main:574] : INFO : Epoch 1662 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 2226.65 ms [2021-11-21 15:36:41 main:574] : INFO : Epoch 1663 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2182.34 ms [2021-11-21 15:36:43 main:574] : INFO : Epoch 1664 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2207.8 ms [2021-11-21 15:36:46 main:574] : INFO : Epoch 1665 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2189.79 ms [2021-11-21 15:36:48 main:574] : INFO : Epoch 1666 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2211.15 ms [2021-11-21 15:36:50 main:574] : INFO : Epoch 1667 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 2190.82 ms [2021-11-21 15:36:52 main:574] : INFO : Epoch 1668 | loss: 0.0312522 | val_loss: 0.031252 | Time: 2180.99 ms [2021-11-21 15:36:55 main:574] : INFO : Epoch 1669 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 2225.69 ms [2021-11-21 15:36:57 main:574] : INFO : Epoch 1670 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2250.89 ms [2021-11-21 15:36:59 main:574] : INFO : Epoch 1671 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2182.45 ms [2021-11-21 15:37:01 main:574] : INFO : Epoch 1672 | loss: 0.0312517 | val_loss: 0.031252 | Time: 2222.92 ms [2021-11-21 15:37:03 main:574] : INFO : Epoch 1673 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 2213 ms [2021-11-21 15:37:06 main:574] : INFO : Epoch 1674 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2188.19 ms [2021-11-21 15:37:08 main:574] : INFO : Epoch 1675 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2197.91 ms [2021-11-21 15:37:10 main:574] : INFO : Epoch 1676 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2451.89 ms [2021-11-21 15:37:13 main:574] : INFO : Epoch 1677 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2391.58 ms [2021-11-21 15:37:15 main:574] : INFO : Epoch 1678 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2253.37 ms [2021-11-21 15:37:17 main:574] : INFO : Epoch 1679 | loss: 0.0312534 | val_loss: 0.0312535 | Time: 2265.55 ms [2021-11-21 15:37:19 main:574] : INFO : Epoch 1680 | loss: 0.0312517 | val_loss: 0.031253 | Time: 2178.41 ms [2021-11-21 15:37:22 main:574] : INFO : Epoch 1681 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2212.52 ms [2021-11-21 15:37:24 main:574] : INFO : Epoch 1682 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 2204.47 ms [2021-11-21 15:37:26 main:574] : INFO : Epoch 1683 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2207.53 ms [2021-11-21 15:37:28 main:574] : INFO : Epoch 1684 | loss: 0.031251 | val_loss: 0.0312513 | Time: 2182.5 ms [2021-11-21 15:37:30 main:574] : INFO : Epoch 1685 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2194.2 ms [2021-11-21 15:37:33 main:574] : INFO : Epoch 1686 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 2212.05 ms [2021-11-21 15:37:35 main:574] : INFO : Epoch 1687 | loss: 0.0312512 | val_loss: 0.031251 | Time: 2188.63 ms [2021-11-21 15:37:37 main:574] : INFO : Epoch 1688 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 2191.62 ms [2021-11-21 15:37:39 main:574] : INFO : Epoch 1689 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 2247.93 ms [2021-11-21 15:37:41 main:574] : INFO : Epoch 1690 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 2197.98 ms [2021-11-21 15:37:44 main:574] : INFO : Epoch 1691 | loss: 0.0312521 | val_loss: 0.0312525 | Time: 2189.17 ms [2021-11-21 15:37:46 main:574] : INFO : Epoch 1692 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 2209.66 ms [2021-11-21 15:37:48 main:574] : INFO : Epoch 1693 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 2228 ms [2021-11-21 15:37:50 main:574] : INFO : Epoch 1694 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2166.94 ms [2021-11-21 15:37:52 main:574] : INFO : Epoch 1695 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2187.3 ms [2021-11-21 15:37:55 main:574] : INFO : Epoch 1696 | loss: 0.0312518 | val_loss: 0.0312507 | Time: 2190.45 ms [2021-11-21 15:37:57 main:574] : INFO : Epoch 1697 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 2172.82 ms [2021-11-21 15:37:59 main:574] : INFO : Epoch 1698 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2255.33 ms [2021-11-21 15:38:01 main:574] : INFO : Epoch 1699 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2190.35 ms [2021-11-21 15:38:03 main:574] : INFO : Epoch 1700 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2184.08 ms [2021-11-21 15:38:06 main:574] : INFO : Epoch 1701 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 2186.59 ms [2021-11-21 15:38:08 main:574] : INFO : Epoch 1702 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2198.56 ms [2021-11-21 15:38:10 main:574] : INFO : Epoch 1703 | loss: 0.031252 | val_loss: 0.0312502 | Time: 2206 ms [2021-11-21 15:38:12 main:574] : INFO : Epoch 1704 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 2182.29 ms [2021-11-21 15:38:14 main:574] : INFO : Epoch 1705 | loss: 0.031252 | val_loss: 0.031251 | Time: 2205.35 ms [2021-11-21 15:38:17 main:574] : INFO : Epoch 1706 | loss: 0.0312531 | val_loss: 0.0312508 | Time: 2209.6 ms [2021-11-21 15:38:19 main:574] : INFO : Epoch 1707 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 2278.16 ms [2021-11-21 15:38:21 main:574] : INFO : Epoch 1708 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2194.56 ms [2021-11-21 15:38:23 main:574] : INFO : Epoch 1709 | loss: 0.0312531 | val_loss: 0.0312512 | Time: 2185.4 ms [2021-11-21 15:38:26 main:574] : INFO : Epoch 1710 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2196.09 ms [2021-11-21 15:38:28 main:574] : INFO : Epoch 1711 | loss: 0.0312511 | val_loss: 0.0312518 | Time: 2160.54 ms [2021-11-21 15:38:30 main:574] : INFO : Epoch 1712 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 2175.91 ms [2021-11-21 15:38:32 main:574] : INFO : Epoch 1713 | loss: 0.0312511 | val_loss: 0.0312518 | Time: 2195.48 ms [2021-11-21 15:38:34 main:574] : INFO : Epoch 1714 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2199.12 ms [2021-11-21 15:38:36 main:574] : INFO : Epoch 1715 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 2200.1 ms [2021-11-21 15:38:39 main:574] : INFO : Epoch 1716 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2204.1 ms [2021-11-21 15:38:41 main:574] : INFO : Epoch 1717 | loss: 0.0312514 | val_loss: 0.0312526 | Time: 2257.61 ms [2021-11-21 15:38:43 main:574] : INFO : Epoch 1718 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 2177.8 ms [2021-11-21 15:38:45 main:574] : INFO : Epoch 1719 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2241.24 ms [2021-11-21 15:38:48 main:574] : INFO : Epoch 1720 | loss: 0.0312507 | val_loss: 0.0312528 | Time: 2166.98 ms [2021-11-21 15:38:50 main:574] : INFO : Epoch 1721 | loss: 0.0312521 | val_loss: 0.0312525 | Time: 2189.42 ms [2021-11-21 15:38:52 main:574] : INFO : Epoch 1722 | loss: 0.0312528 | val_loss: 0.0312541 | Time: 2190.37 ms [2021-11-21 15:38:54 main:574] : INFO : Epoch 1723 | loss: 0.0312515 | val_loss: 0.0312545 | Time: 2219.57 ms [2021-11-21 15:38:56 main:574] : INFO : Epoch 1724 | loss: 0.0312521 | val_loss: 0.0312549 | Time: 2181.82 ms [2021-11-21 15:38:59 main:574] : INFO : Epoch 1725 | loss: 0.0312518 | val_loss: 0.0312528 | Time: 2197.52 ms [2021-11-21 15:39:01 main:574] : INFO : Epoch 1726 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2262.37 ms [2021-11-21 15:39:03 main:574] : INFO : Epoch 1727 | loss: 0.0312503 | val_loss: 0.0312527 | Time: 2195.53 ms [2021-11-21 15:39:05 main:574] : INFO : Epoch 1728 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 2232.13 ms [2021-11-21 15:39:07 main:574] : INFO : Epoch 1729 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 2178.28 ms [2021-11-21 15:39:10 main:574] : INFO : Epoch 1730 | loss: 0.0312512 | val_loss: 0.0312524 | Time: 2182.98 ms [2021-11-21 15:39:12 main:574] : INFO : Epoch 1731 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2168.62 ms [2021-11-21 15:39:14 main:574] : INFO : Epoch 1732 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2211.49 ms [2021-11-21 15:39:16 main:574] : INFO : Epoch 1733 | loss: 0.0312524 | val_loss: 0.0312517 | Time: 2202.08 ms [2021-11-21 15:39:18 main:574] : INFO : Epoch 1734 | loss: 0.0312531 | val_loss: 0.0312503 | Time: 2158.11 ms [2021-11-21 15:39:21 main:574] : INFO : Epoch 1735 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 2160.9 ms [2021-11-21 15:39:23 main:574] : INFO : Epoch 1736 | loss: 0.031251 | val_loss: 0.0312515 | Time: 2210 ms [2021-11-21 15:39:25 main:574] : INFO : Epoch 1737 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2207.67 ms [2021-11-21 15:39:27 main:574] : INFO : Epoch 1738 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2202.13 ms [2021-11-21 15:39:29 main:574] : INFO : Epoch 1739 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2210.95 ms [2021-11-21 15:39:32 main:574] : INFO : Epoch 1740 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2200.08 ms [2021-11-21 15:39:34 main:574] : INFO : Epoch 1741 | loss: 0.0312508 | val_loss: 0.0312531 | Time: 2206.61 ms [2021-11-21 15:39:36 main:574] : INFO : Epoch 1742 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 2217.21 ms [2021-11-21 15:39:38 main:574] : INFO : Epoch 1743 | loss: 0.031251 | val_loss: 0.0312516 | Time: 2187.07 ms [2021-11-21 15:39:40 main:574] : INFO : Epoch 1744 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 2178.01 ms [2021-11-21 15:39:43 main:574] : INFO : Epoch 1745 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 2323.87 ms [2021-11-21 15:39:45 main:574] : INFO : Epoch 1746 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 2238.61 ms [2021-11-21 15:39:47 main:574] : INFO : Epoch 1747 | loss: 0.0312517 | val_loss: 0.0312505 | Time: 2196.25 ms [2021-11-21 15:39:49 main:574] : INFO : Epoch 1748 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2202.84 ms [2021-11-21 15:39:52 main:574] : INFO : Epoch 1749 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2210.19 ms [2021-11-21 15:39:54 main:574] : INFO : Epoch 1750 | loss: 0.0312511 | val_loss: 0.0312552 | Time: 2205.13 ms [2021-11-21 15:39:56 main:574] : INFO : Epoch 1751 | loss: 0.0312523 | val_loss: 0.0312508 | Time: 2201.76 ms [2021-11-21 15:39:58 main:574] : INFO : Epoch 1752 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2193.02 ms [2021-11-21 15:40:00 main:574] : INFO : Epoch 1753 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2211.4 ms [2021-11-21 15:40:03 main:574] : INFO : Epoch 1754 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2182.54 ms [2021-11-21 15:40:05 main:574] : INFO : Epoch 1755 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2226.39 ms [2021-11-21 15:40:07 main:574] : INFO : Epoch 1756 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2194.46 ms [2021-11-21 15:40:09 main:574] : INFO : Epoch 1757 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 2159.27 ms [2021-11-21 15:40:11 main:574] : INFO : Epoch 1758 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 2187.26 ms [2021-11-21 15:40:14 main:574] : INFO : Epoch 1759 | loss: 0.0312517 | val_loss: 0.0312502 | Time: 2191.16 ms [2021-11-21 15:40:16 main:574] : INFO : Epoch 1760 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 2188.33 ms [2021-11-21 15:40:18 main:574] : INFO : Epoch 1761 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 2177.14 ms [2021-11-21 15:40:20 main:574] : INFO : Epoch 1762 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2171.38 ms [2021-11-21 15:40:22 main:574] : INFO : Epoch 1763 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2186.3 ms [2021-11-21 15:40:25 main:574] : INFO : Epoch 1764 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 2313.33 ms [2021-11-21 15:40:27 main:574] : INFO : Epoch 1765 | loss: 0.031251 | val_loss: 0.0312516 | Time: 2180.29 ms [2021-11-21 15:40:29 main:574] : INFO : Epoch 1766 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 2199.53 ms [2021-11-21 15:40:31 main:574] : INFO : Epoch 1767 | loss: 0.0312519 | val_loss: 0.0312504 | Time: 2214.36 ms [2021-11-21 15:40:33 main:574] : INFO : Epoch 1768 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2197.73 ms [2021-11-21 15:40:36 main:574] : INFO : Epoch 1769 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 2182.95 ms [2021-11-21 15:40:38 main:574] : INFO : Epoch 1770 | loss: 0.0312517 | val_loss: 0.0312505 | Time: 2194.57 ms [2021-11-21 15:40:40 main:574] : INFO : Epoch 1771 | loss: 0.031251 | val_loss: 0.03125 | Time: 2174.26 ms [2021-11-21 15:40:42 main:574] : INFO : Epoch 1772 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2218.18 ms [2021-11-21 15:40:44 main:574] : INFO : Epoch 1773 | loss: 0.0312512 | val_loss: 0.0312534 | Time: 2224.79 ms [2021-11-21 15:40:47 main:574] : INFO : Epoch 1774 | loss: 0.0312519 | val_loss: 0.0312504 | Time: 2269.85 ms [2021-11-21 15:40:49 main:574] : INFO : Epoch 1775 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 2187.47 ms [2021-11-21 15:40:51 main:574] : INFO : Epoch 1776 | loss: 0.0312513 | val_loss: 0.0312499 | Time: 2189.91 ms [2021-11-21 15:40:53 main:574] : INFO : Epoch 1777 | loss: 0.0312506 | val_loss: 0.0312544 | Time: 2195.03 ms [2021-11-21 15:40:56 main:574] : INFO : Epoch 1778 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 2223.25 ms [2021-11-21 15:40:58 main:574] : INFO : Epoch 1779 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2178.09 ms [2021-11-21 15:41:00 main:574] : INFO : Epoch 1780 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2200.79 ms [2021-11-21 15:41:02 main:574] : INFO : Epoch 1781 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2207.17 ms [2021-11-21 15:41:04 main:574] : INFO : Epoch 1782 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2196.61 ms [2021-11-21 15:41:07 main:574] : INFO : Epoch 1783 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 2243.32 ms [2021-11-21 15:41:09 main:574] : INFO : Epoch 1784 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 2213.77 ms [2021-11-21 15:41:11 main:574] : INFO : Epoch 1785 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2185.12 ms [2021-11-21 15:41:13 main:574] : INFO : Epoch 1786 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2187.83 ms [2021-11-21 15:41:15 main:574] : INFO : Epoch 1787 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2221.84 ms [2021-11-21 15:41:18 main:574] : INFO : Epoch 1788 | loss: 0.0312504 | val_loss: 0.0312537 | Time: 2206.87 ms [2021-11-21 15:41:20 main:574] : INFO : Epoch 1789 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2205.82 ms [2021-11-21 15:41:22 main:574] : INFO : Epoch 1790 | loss: 0.0312507 | val_loss: 0.0312548 | Time: 2184.27 ms [2021-11-21 15:41:24 main:574] : INFO : Epoch 1791 | loss: 0.0312523 | val_loss: 0.0312516 | Time: 2194.51 ms [2021-11-21 15:41:26 main:574] : INFO : Epoch 1792 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 2185.99 ms [2021-11-21 15:41:29 main:574] : INFO : Epoch 1793 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2269.51 ms [2021-11-21 15:41:31 main:574] : INFO : Epoch 1794 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2195.2 ms [2021-11-21 15:41:33 main:574] : INFO : Epoch 1795 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2190.83 ms [2021-11-21 15:41:35 main:574] : INFO : Epoch 1796 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2179.36 ms [2021-11-21 15:41:37 main:574] : INFO : Epoch 1797 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 2185.92 ms [2021-11-21 15:41:40 main:574] : INFO : Epoch 1798 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2179.29 ms [2021-11-21 15:41:42 main:574] : INFO : Epoch 1799 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 2198.67 ms [2021-11-21 15:41:44 main:574] : INFO : Epoch 1800 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2216.01 ms [2021-11-21 15:41:46 main:574] : INFO : Epoch 1801 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 2215.49 ms [2021-11-21 15:41:49 main:574] : INFO : Epoch 1802 | loss: 0.0312519 | val_loss: 0.0312525 | Time: 2223.37 ms [2021-11-21 15:41:51 main:574] : INFO : Epoch 1803 | loss: 0.031252 | val_loss: 0.0312514 | Time: 2195.85 ms [2021-11-21 15:41:53 main:574] : INFO : Epoch 1804 | loss: 0.031254 | val_loss: 0.0312515 | Time: 2189.87 ms [2021-11-21 15:41:55 main:574] : INFO : Epoch 1805 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 2184.57 ms [2021-11-21 15:41:57 main:574] : INFO : Epoch 1806 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2216.85 ms [2021-11-21 15:42:00 main:574] : INFO : Epoch 1807 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 2208.45 ms [2021-11-21 15:42:02 main:574] : INFO : Epoch 1808 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 2208.05 ms [2021-11-21 15:42:04 main:574] : INFO : Epoch 1809 | loss: 0.0312521 | val_loss: 0.0312522 | Time: 2193.22 ms [2021-11-21 15:42:06 main:574] : INFO : Epoch 1810 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 2206.75 ms [2021-11-21 15:42:08 main:574] : INFO : Epoch 1811 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 2249.05 ms [2021-11-21 15:42:11 main:574] : INFO : Epoch 1812 | loss: 0.0312518 | val_loss: 0.0312523 | Time: 2194.76 ms [2021-11-21 15:42:13 main:574] : INFO : Epoch 1813 | loss: 0.031251 | val_loss: 0.03125 | Time: 2185.64 ms [2021-11-21 15:42:15 main:574] : INFO : Epoch 1814 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 2192.89 ms [2021-11-21 15:42:17 main:574] : INFO : Epoch 1815 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2189.9 ms [2021-11-21 15:42:19 main:574] : INFO : Epoch 1816 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 2165.9 ms [2021-11-21 15:42:22 main:574] : INFO : Epoch 1817 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2206.24 ms [2021-11-21 15:42:24 main:574] : INFO : Epoch 1818 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2213.84 ms [2021-11-21 15:42:26 main:574] : INFO : Epoch 1819 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2206.23 ms [2021-11-21 15:42:28 main:574] : INFO : Epoch 1820 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 2225.19 ms [2021-11-21 15:42:30 main:574] : INFO : Epoch 1821 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 2232.83 ms [2021-11-21 15:42:33 main:574] : INFO : Epoch 1822 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2188.71 ms [2021-11-21 15:42:35 main:574] : INFO : Epoch 1823 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2223.23 ms [2021-11-21 15:42:37 main:574] : INFO : Epoch 1824 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2191.59 ms [2021-11-21 15:42:39 main:574] : INFO : Epoch 1825 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2176.25 ms [2021-11-21 15:42:41 main:574] : INFO : Epoch 1826 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 2194.24 ms [2021-11-21 15:42:44 main:574] : INFO : Epoch 1827 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2214.6 ms [2021-11-21 15:42:46 main:574] : INFO : Epoch 1828 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2220.12 ms [2021-11-21 15:42:48 main:574] : INFO : Epoch 1829 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 2220.05 ms [2021-11-21 15:42:50 main:574] : INFO : Epoch 1830 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2298.02 ms [2021-11-21 15:42:53 main:574] : INFO : Epoch 1831 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 2198.79 ms [2021-11-21 15:42:55 main:574] : INFO : Epoch 1832 | loss: 0.0312514 | val_loss: 0.0312528 | Time: 2160.42 ms [2021-11-21 15:42:57 main:574] : INFO : Epoch 1833 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 2197.6 ms [2021-11-21 15:42:59 main:574] : INFO : Epoch 1834 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2177.76 ms [2021-11-21 15:43:01 main:574] : INFO : Epoch 1835 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 2220.25 ms [2021-11-21 15:43:04 main:574] : INFO : Epoch 1836 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2181.59 ms [2021-11-21 15:43:06 main:574] : INFO : Epoch 1837 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 2157.98 ms [2021-11-21 15:43:08 main:574] : INFO : Epoch 1838 | loss: 0.031251 | val_loss: 0.031251 | Time: 2234.42 ms [2021-11-21 15:43:10 main:574] : INFO : Epoch 1839 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2203.28 ms [2021-11-21 15:43:12 main:574] : INFO : Epoch 1840 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 2258.98 ms [2021-11-21 15:43:15 main:574] : INFO : Epoch 1841 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 2196.44 ms [2021-11-21 15:43:17 main:574] : INFO : Epoch 1842 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 2176.29 ms [2021-11-21 15:43:19 main:574] : INFO : Epoch 1843 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2193.27 ms [2021-11-21 15:43:21 main:574] : INFO : Epoch 1844 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2182.99 ms [2021-11-21 15:43:23 main:574] : INFO : Epoch 1845 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2190.93 ms [2021-11-21 15:43:26 main:574] : INFO : Epoch 1846 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2191.42 ms [2021-11-21 15:43:28 main:574] : INFO : Epoch 1847 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2267.4 ms [2021-11-21 15:43:30 main:574] : INFO : Epoch 1848 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2195.15 ms [2021-11-21 15:43:32 main:574] : INFO : Epoch 1849 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2311.53 ms [2021-11-21 15:43:35 main:574] : INFO : Epoch 1850 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2203.46 ms [2021-11-21 15:43:37 main:574] : INFO : Epoch 1851 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 2188.86 ms [2021-11-21 15:43:39 main:574] : INFO : Epoch 1852 | loss: 0.0312522 | val_loss: 0.031253 | Time: 2188.31 ms [2021-11-21 15:43:41 main:574] : INFO : Epoch 1853 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2200.49 ms [2021-11-21 15:43:43 main:574] : INFO : Epoch 1854 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2189.19 ms [2021-11-21 15:43:46 main:574] : INFO : Epoch 1855 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2171.2 ms [2021-11-21 15:43:48 main:574] : INFO : Epoch 1856 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2180.45 ms [2021-11-21 15:43:50 main:574] : INFO : Epoch 1857 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 2182.79 ms [2021-11-21 15:43:52 main:574] : INFO : Epoch 1858 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2186.99 ms [2021-11-21 15:43:54 main:574] : INFO : Epoch 1859 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2311.54 ms [2021-11-21 15:43:57 main:574] : INFO : Epoch 1860 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2203.19 ms [2021-11-21 15:43:59 main:574] : INFO : Epoch 1861 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2206.9 ms [2021-11-21 15:44:01 main:574] : INFO : Epoch 1862 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2196.33 ms [2021-11-21 15:44:03 main:574] : INFO : Epoch 1863 | loss: 0.03125 | val_loss: 0.0312528 | Time: 2191.16 ms [2021-11-21 15:44:05 main:574] : INFO : Epoch 1864 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 2190.57 ms [2021-11-21 15:44:08 main:574] : INFO : Epoch 1865 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 2222.86 ms [2021-11-21 15:44:10 main:574] : INFO : Epoch 1866 | loss: 0.0312501 | val_loss: 0.0312531 | Time: 2192.14 ms [2021-11-21 15:44:12 main:574] : INFO : Epoch 1867 | loss: 0.0312518 | val_loss: 0.0312542 | Time: 2170.19 ms [2021-11-21 15:44:14 main:574] : INFO : Epoch 1868 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 2236.54 ms [2021-11-21 15:44:17 main:574] : INFO : Epoch 1869 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 2207.85 ms [2021-11-21 15:44:19 main:574] : INFO : Epoch 1870 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2225.42 ms [2021-11-21 15:44:21 main:574] : INFO : Epoch 1871 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2203.16 ms [2021-11-21 15:44:23 main:574] : INFO : Epoch 1872 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2224.11 ms [2021-11-21 15:44:25 main:574] : INFO : Epoch 1873 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2208.34 ms [2021-11-21 15:44:28 main:574] : INFO : Epoch 1874 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2188.52 ms [2021-11-21 15:44:30 main:574] : INFO : Epoch 1875 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2193.14 ms [2021-11-21 15:44:32 main:574] : INFO : Epoch 1876 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2197.24 ms [2021-11-21 15:44:34 main:574] : INFO : Epoch 1877 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2192.39 ms [2021-11-21 15:44:37 main:574] : INFO : Epoch 1878 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2307.42 ms [2021-11-21 15:44:39 main:574] : INFO : Epoch 1879 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2212.55 ms [2021-11-21 15:44:41 main:574] : INFO : Epoch 1880 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 2222.39 ms [2021-11-21 15:44:43 main:574] : INFO : Epoch 1881 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 2224.72 ms [2021-11-21 15:44:45 main:574] : INFO : Epoch 1882 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2225.39 ms [2021-11-21 15:44:48 main:574] : INFO : Epoch 1883 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2204.28 ms [2021-11-21 15:44:50 main:574] : INFO : Epoch 1884 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2190.89 ms [2021-11-21 15:44:52 main:574] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 2176.75 ms [2021-11-21 15:44:54 main:574] : INFO : Epoch 1886 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2203.43 ms [2021-11-21 15:44:56 main:574] : INFO : Epoch 1887 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2230.24 ms [2021-11-21 15:44:59 main:574] : INFO : Epoch 1888 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2183.75 ms [2021-11-21 15:45:01 main:574] : INFO : Epoch 1889 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2207.39 ms [2021-11-21 15:45:03 main:574] : INFO : Epoch 1890 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2211.78 ms [2021-11-21 15:45:05 main:574] : INFO : Epoch 1891 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2181.97 ms [2021-11-21 15:45:07 main:574] : INFO : Epoch 1892 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2176.05 ms [2021-11-21 15:45:10 main:574] : INFO : Epoch 1893 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2175.98 ms [2021-11-21 15:45:12 main:574] : INFO : Epoch 1894 | loss: 0.0312508 | val_loss: 0.0312532 | Time: 2199.28 ms [2021-11-21 15:45:14 main:574] : INFO : Epoch 1895 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2198.75 ms [2021-11-21 15:45:16 main:574] : INFO : Epoch 1896 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2175.55 ms [2021-11-21 15:45:18 main:574] : INFO : Epoch 1897 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2281.43 ms [2021-11-21 15:45:21 main:574] : INFO : Epoch 1898 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2211.55 ms [2021-11-21 15:45:23 main:574] : INFO : Epoch 1899 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2189.42 ms [2021-11-21 15:45:25 main:574] : INFO : Epoch 1900 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2186.78 ms [2021-11-21 15:45:27 main:574] : INFO : Epoch 1901 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2188.08 ms [2021-11-21 15:45:29 main:574] : INFO : Epoch 1902 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2209.82 ms [2021-11-21 15:45:32 main:574] : INFO : Epoch 1903 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2210.53 ms [2021-11-21 15:45:34 main:574] : INFO : Epoch 1904 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2194.95 ms [2021-11-21 15:45:36 main:574] : INFO : Epoch 1905 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2191.23 ms [2021-11-21 15:45:38 main:574] : INFO : Epoch 1906 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2265.57 ms [2021-11-21 15:45:41 main:574] : INFO : Epoch 1907 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2178.37 ms [2021-11-21 15:45:43 main:574] : INFO : Epoch 1908 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2179.08 ms [2021-11-21 15:45:45 main:574] : INFO : Epoch 1909 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2173.72 ms [2021-11-21 15:45:47 main:574] : INFO : Epoch 1910 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2170.86 ms [2021-11-21 15:45:49 main:574] : INFO : Epoch 1911 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2185.21 ms [2021-11-21 15:45:51 main:574] : INFO : Epoch 1912 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 2196.13 ms [2021-11-21 15:45:54 main:574] : INFO : Epoch 1913 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2216.44 ms [2021-11-21 15:45:56 main:574] : INFO : Epoch 1914 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2200.46 ms [2021-11-21 15:45:58 main:574] : INFO : Epoch 1915 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2242.23 ms [2021-11-21 15:46:00 main:574] : INFO : Epoch 1916 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2178.85 ms [2021-11-21 15:46:03 main:574] : INFO : Epoch 1917 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2207.22 ms [2021-11-21 15:46:05 main:574] : INFO : Epoch 1918 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2214.21 ms [2021-11-21 15:46:07 main:574] : INFO : Epoch 1919 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2185.7 ms [2021-11-21 15:46:09 main:574] : INFO : Epoch 1920 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2201.12 ms [2021-11-21 15:46:11 main:574] : INFO : Epoch 1921 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2184.43 ms [2021-11-21 15:46:14 main:574] : INFO : Epoch 1922 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2180.07 ms [2021-11-21 15:46:16 main:574] : INFO : Epoch 1923 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2181.79 ms [2021-11-21 15:46:18 main:574] : INFO : Epoch 1924 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2170.4 ms [2021-11-21 15:46:20 main:574] : INFO : Epoch 1925 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2299.03 ms [2021-11-21 15:46:22 main:574] : INFO : Epoch 1926 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2223.26 ms [2021-11-21 15:46:25 main:574] : INFO : Epoch 1927 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2209.08 ms [2021-11-21 15:46:27 main:574] : INFO : Epoch 1928 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2195.58 ms [2021-11-21 15:46:29 main:574] : INFO : Epoch 1929 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2164.75 ms [2021-11-21 15:46:31 main:574] : INFO : Epoch 1930 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2187.07 ms [2021-11-21 15:46:33 main:574] : INFO : Epoch 1931 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2174.03 ms [2021-11-21 15:46:36 main:574] : INFO : Epoch 1932 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2173.78 ms [2021-11-21 15:46:38 main:574] : INFO : Epoch 1933 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2192.86 ms [2021-11-21 15:46:40 main:574] : INFO : Epoch 1934 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2294.68 ms [2021-11-21 15:46:42 main:574] : INFO : Epoch 1935 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2195.71 ms [2021-11-21 15:46:44 main:574] : INFO : Epoch 1936 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2180.16 ms [2021-11-21 15:46:47 main:574] : INFO : Epoch 1937 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2228.8 ms [2021-11-21 15:46:49 main:574] : INFO : Epoch 1938 | loss: 0.0312514 | val_loss: 0.0312533 | Time: 2157.8 ms [2021-11-21 15:46:51 main:574] : INFO : Epoch 1939 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2185.88 ms [2021-11-21 15:46:53 main:574] : INFO : Epoch 1940 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2201.89 ms [2021-11-21 15:46:55 main:574] : INFO : Epoch 1941 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2205.32 ms [2021-11-21 15:46:58 main:574] : INFO : Epoch 1942 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2225.91 ms [2021-11-21 15:47:00 main:574] : INFO : Epoch 1943 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2181.15 ms [2021-11-21 15:47:02 main:574] : INFO : Epoch 1944 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2304.58 ms [2021-11-21 15:47:04 main:574] : INFO : Epoch 1945 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2178.01 ms [2021-11-21 15:47:07 main:574] : INFO : Epoch 1946 | loss: 0.03125 | val_loss: 0.03125 | Time: 2185.72 ms [2021-11-21 15:47:09 main:574] : INFO : Epoch 1947 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2186.64 ms [2021-11-21 15:47:11 main:574] : INFO : Epoch 1948 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2188.89 ms [2021-11-21 15:47:13 main:574] : INFO : Epoch 1949 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2186.43 ms [2021-11-21 15:47:15 main:574] : INFO : Epoch 1950 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2175.53 ms [2021-11-21 15:47:17 main:574] : INFO : Epoch 1951 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 2206.71 ms [2021-11-21 15:47:20 main:574] : INFO : Epoch 1952 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2197.41 ms [2021-11-21 15:47:22 main:574] : INFO : Epoch 1953 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2285.59 ms [2021-11-21 15:47:24 main:574] : INFO : Epoch 1954 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 2178.52 ms [2021-11-21 15:47:26 main:574] : INFO : Epoch 1955 | loss: 0.0312587 | val_loss: 0.0312563 | Time: 2216.53 ms [2021-11-21 15:47:29 main:574] : INFO : Epoch 1956 | loss: 0.0312541 | val_loss: 0.0312525 | Time: 2179.72 ms [2021-11-21 15:47:31 main:574] : INFO : Epoch 1957 | loss: 0.0312522 | val_loss: 0.0312499 | Time: 2218.45 ms [2021-11-21 15:47:33 main:574] : INFO : Epoch 1958 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 2176.47 ms [2021-11-21 15:47:35 main:574] : INFO : Epoch 1959 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2188.7 ms [2021-11-21 15:47:37 main:574] : INFO : Epoch 1960 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2188.33 ms [2021-11-21 15:47:40 main:574] : INFO : Epoch 1961 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2233.72 ms [2021-11-21 15:47:42 main:574] : INFO : Epoch 1962 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2192.65 ms [2021-11-21 15:47:44 main:574] : INFO : Epoch 1963 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2240.7 ms [2021-11-21 15:47:46 main:574] : INFO : Epoch 1964 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2207.78 ms [2021-11-21 15:47:48 main:574] : INFO : Epoch 1965 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2210.29 ms [2021-11-21 15:47:51 main:574] : INFO : Epoch 1966 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 2189.92 ms [2021-11-21 15:47:53 main:574] : INFO : Epoch 1967 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2213.54 ms [2021-11-21 15:47:55 main:574] : INFO : Epoch 1968 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2191.77 ms [2021-11-21 15:47:57 main:574] : INFO : Epoch 1969 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2164.47 ms [2021-11-21 15:47:59 main:574] : INFO : Epoch 1970 | loss: 0.0312508 | val_loss: 0.031251 | Time: 2193.15 ms [2021-11-21 15:48:02 main:574] : INFO : Epoch 1971 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 2213.15 ms [2021-11-21 15:48:04 main:574] : INFO : Epoch 1972 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2314.35 ms [2021-11-21 15:48:06 main:574] : INFO : Epoch 1973 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2211.68 ms [2021-11-21 15:48:08 main:574] : INFO : Epoch 1974 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2177.71 ms [2021-11-21 15:48:11 main:574] : INFO : Epoch 1975 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2196.54 ms [2021-11-21 15:48:13 main:574] : INFO : Epoch 1976 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 2228.44 ms [2021-11-21 15:48:15 main:574] : INFO : Epoch 1977 | loss: 0.0312498 | val_loss: 0.031251 | Time: 2202.48 ms [2021-11-21 15:48:17 main:574] : INFO : Epoch 1978 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2168.23 ms [2021-11-21 15:48:19 main:574] : INFO : Epoch 1979 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2187.91 ms [2021-11-21 15:48:22 main:574] : INFO : Epoch 1980 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2186.72 ms [2021-11-21 15:48:24 main:574] : INFO : Epoch 1981 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 2191.22 ms [2021-11-21 15:48:26 main:574] : INFO : Epoch 1982 | loss: 0.0312512 | val_loss: 0.031251 | Time: 2286.32 ms [2021-11-21 15:48:28 main:574] : INFO : Epoch 1983 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2167.45 ms [2021-11-21 15:48:30 main:574] : INFO : Epoch 1984 | loss: 0.0312503 | val_loss: 0.0312528 | Time: 2186.33 ms [2021-11-21 15:48:33 main:574] : INFO : Epoch 1985 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 2189.31 ms [2021-11-21 15:48:35 main:574] : INFO : Epoch 1986 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 2223.32 ms [2021-11-21 15:48:37 main:574] : INFO : Epoch 1987 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2179.02 ms [2021-11-21 15:48:39 main:574] : INFO : Epoch 1988 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2212.41 ms [2021-11-21 15:48:41 main:574] : INFO : Epoch 1989 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2176.72 ms [2021-11-21 15:48:44 main:574] : INFO : Epoch 1990 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2199.62 ms [2021-11-21 15:48:46 main:574] : INFO : Epoch 1991 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2306.8 ms [2021-11-21 15:48:48 main:574] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2196.34 ms [2021-11-21 15:48:50 main:574] : INFO : Epoch 1993 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2198.35 ms [2021-11-21 15:48:53 main:574] : INFO : Epoch 1994 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2210.48 ms [2021-11-21 15:48:55 main:574] : INFO : Epoch 1995 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2189.17 ms [2021-11-21 15:48:57 main:574] : INFO : Epoch 1996 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2172.99 ms [2021-11-21 15:48:59 main:574] : INFO : Epoch 1997 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2191.05 ms [2021-11-21 15:49:01 main:574] : INFO : Epoch 1998 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2193.23 ms [2021-11-21 15:49:04 main:574] : INFO : Epoch 1999 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2209.79 ms [2021-11-21 15:49:06 main:574] : INFO : Epoch 2000 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2187.84 ms [2021-11-21 15:49:08 main:574] : INFO : Epoch 2001 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2244.76 ms [2021-11-21 15:49:10 main:574] : INFO : Epoch 2002 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2174.02 ms [2021-11-21 15:49:12 main:574] : INFO : Epoch 2003 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2185.95 ms [2021-11-21 15:49:15 main:574] : INFO : Epoch 2004 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2201.15 ms [2021-11-21 15:49:17 main:574] : INFO : Epoch 2005 | loss: 0.0312496 | val_loss: 0.0312518 | Time: 2219.29 ms [2021-11-21 15:49:19 main:574] : INFO : Epoch 2006 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2174.01 ms [2021-11-21 15:49:21 main:574] : INFO : Epoch 2007 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2195.87 ms [2021-11-21 15:49:23 main:574] : INFO : Epoch 2008 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2203.11 ms [2021-11-21 15:49:26 main:574] : INFO : Epoch 2009 | loss: 0.031251 | val_loss: 0.0312523 | Time: 2200.96 ms [2021-11-21 15:49:28 main:574] : INFO : Epoch 2010 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2246.82 ms [2021-11-21 15:49:30 main:574] : INFO : Epoch 2011 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2199.6 ms [2021-11-21 15:49:32 main:574] : INFO : Epoch 2012 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2214.81 ms [2021-11-21 15:49:34 main:574] : INFO : Epoch 2013 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2196.64 ms [2021-11-21 15:49:37 main:574] : INFO : Epoch 2014 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2190.35 ms [2021-11-21 15:49:39 main:574] : INFO : Epoch 2015 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2203.12 ms [2021-11-21 15:49:41 main:574] : INFO : Epoch 2016 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2208.94 ms [2021-11-21 15:49:43 main:574] : INFO : Epoch 2017 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2169.74 ms [2021-11-21 15:49:45 main:574] : INFO : Epoch 2018 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2217.71 ms [2021-11-21 15:49:48 main:574] : INFO : Epoch 2019 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2188.44 ms [2021-11-21 15:49:50 main:574] : INFO : Epoch 2020 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2308.37 ms [2021-11-21 15:49:52 main:574] : INFO : Epoch 2021 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2195.38 ms [2021-11-21 15:49:54 main:574] : INFO : Epoch 2022 | loss: 0.0312501 | val_loss: 0.0312552 | Time: 2199.65 ms [2021-11-21 15:49:57 main:574] : INFO : Epoch 2023 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 2175.26 ms [2021-11-21 15:49:59 main:574] : INFO : Epoch 2024 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2183.47 ms [2021-11-21 15:50:01 main:574] : INFO : Epoch 2025 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2175.95 ms [2021-11-21 15:50:03 main:574] : INFO : Epoch 2026 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2178.5 ms [2021-11-21 15:50:05 main:574] : INFO : Epoch 2027 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 2193.51 ms [2021-11-21 15:50:07 main:574] : INFO : Epoch 2028 | loss: 0.0312525 | val_loss: 0.031251 | Time: 2195.61 ms [2021-11-21 15:50:10 main:574] : INFO : Epoch 2029 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2287.21 ms [2021-11-21 15:50:12 main:574] : INFO : Epoch 2030 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2204.04 ms [2021-11-21 15:50:14 main:574] : INFO : Epoch 2031 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2198.11 ms [2021-11-21 15:50:16 main:574] : INFO : Epoch 2032 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2173.67 ms [2021-11-21 15:50:19 main:574] : INFO : Epoch 2033 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2177 ms [2021-11-21 15:50:21 main:574] : INFO : Epoch 2034 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2193.69 ms [2021-11-21 15:50:23 main:574] : INFO : Epoch 2035 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2188.84 ms [2021-11-21 15:50:25 main:574] : INFO : Epoch 2036 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2161.09 ms [2021-11-21 15:50:27 main:574] : INFO : Epoch 2037 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2193.26 ms [2021-11-21 15:50:30 main:574] : INFO : Epoch 2038 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2242.97 ms [2021-11-21 15:50:32 main:574] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2181.02 ms [2021-11-21 15:50:34 main:574] : INFO : Epoch 2040 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 2185.11 ms [2021-11-21 15:50:36 main:574] : INFO : Epoch 2041 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 2187.7 ms [2021-11-21 15:50:38 main:574] : INFO : Epoch 2042 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2188.72 ms [2021-11-21 15:50:41 main:574] : INFO : Epoch 2043 | loss: 0.0312514 | val_loss: 0.0312499 | Time: 2182.55 ms [2021-11-21 15:50:43 main:574] : INFO : Epoch 2044 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2179.08 ms [2021-11-21 15:50:45 main:574] : INFO : Epoch 2045 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2225.91 ms [2021-11-21 15:50:47 main:574] : INFO : Epoch 2046 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2177.47 ms [2021-11-21 15:50:49 main:574] : INFO : Epoch 2047 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2210.81 ms [2021-11-21 15:50:52 main:574] : INFO : Epoch 2048 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2299.99 ms [2021-11-21 15:50:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312499 [2021-11-21 15:50:52 main:603] : INFO : Saving end state to config to file [2021-11-21 15:50:52 main:608] : INFO : Success, exiting.. 15:50:52 (47876): 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)