Task 11084391
| Name | ParityModified-1639965885-21301-2-0_0 |
| Workunit | 8368998 |
| Created | 26 Jan 2022, 13:22:43 UTC |
| Sent | 12 Feb 2022, 18:59:02 UTC |
| Report deadline | 20 Feb 2022, 18:59:02 UTC |
| Received | 13 Feb 2022, 8:34:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17996 |
| Run time | 1 hours 11 min 25 sec |
| CPU time | 1 hours 11 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,899.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 7.8155e-05 | Time: 2119.17 ms [2022-02-13 02:16:42 main:574] : INFO : Epoch 1558 | loss: 7.24438e-05 | val_loss: 7.84597e-05 | Time: 2070.43 ms [2022-02-13 02:16:44 main:574] : INFO : Epoch 1559 | loss: 7.24879e-05 | val_loss: 7.39627e-05 | Time: 2054.86 ms [2022-02-13 02:16:46 main:574] : INFO : Epoch 1560 | loss: 7.13184e-05 | val_loss: 7.37003e-05 | Time: 2045.68 ms [2022-02-13 02:16:48 main:574] : INFO : Epoch 1561 | loss: 7.09376e-05 | val_loss: 7.30809e-05 | Time: 2081.75 ms [2022-02-13 02:16:50 main:574] : INFO : Epoch 1562 | loss: 6.9204e-05 | val_loss: 7.29941e-05 | Time: 2145.11 ms [2022-02-13 02:16:52 main:574] : INFO : Epoch 1563 | loss: 7.0171e-05 | val_loss: 7.47861e-05 | Time: 2156.57 ms [2022-02-13 02:16:54 main:574] : INFO : Epoch 1564 | loss: 7.08295e-05 | val_loss: 7.73662e-05 | Time: 2144.3 ms [2022-02-13 02:16:56 main:574] : INFO : Epoch 1565 | loss: 7.20882e-05 | val_loss: 8.56479e-05 | Time: 2132.27 ms [2022-02-13 02:16:59 main:574] : INFO : Epoch 1566 | loss: 7.81825e-05 | val_loss: 7.77419e-05 | Time: 2154.36 ms [2022-02-13 02:17:01 main:574] : INFO : Epoch 1567 | loss: 7.71546e-05 | val_loss: 7.62066e-05 | Time: 2164.97 ms [2022-02-13 02:17:03 main:574] : INFO : Epoch 1568 | loss: 7.13591e-05 | val_loss: 7.92393e-05 | Time: 2157.76 ms [2022-02-13 02:17:05 main:574] : INFO : Epoch 1569 | loss: 7.2996e-05 | val_loss: 8.28262e-05 | Time: 2169.47 ms [2022-02-13 02:17:07 main:574] : INFO : Epoch 1570 | loss: 6.68977e-05 | val_loss: 6.59468e-05 | Time: 2141.28 ms [2022-02-13 02:17:09 main:574] : INFO : Epoch 1571 | loss: 6.0055e-05 | val_loss: 6.55998e-05 | Time: 2171.52 ms [2022-02-13 02:17:12 main:574] : INFO : Epoch 1572 | loss: 6.18141e-05 | val_loss: 6.44449e-05 | Time: 2094.64 ms [2022-02-13 02:17:14 main:574] : INFO : Epoch 1573 | loss: 5.88999e-05 | val_loss: 6.32023e-05 | Time: 2101.91 ms [2022-02-13 02:17:16 main:574] : INFO : Epoch 1574 | loss: 5.67541e-05 | val_loss: 6.43656e-05 | Time: 2129.18 ms [2022-02-13 02:17:18 main:574] : INFO : Epoch 1575 | loss: 5.54019e-05 | val_loss: 6.62275e-05 | Time: 2085.36 ms [2022-02-13 02:17:20 main:574] : INFO : Epoch 1576 | loss: 5.52221e-05 | val_loss: 6.46516e-05 | Time: 2082.55 ms [2022-02-13 02:17:22 main:574] : INFO : Epoch 1577 | loss: 5.77948e-05 | val_loss: 6.58493e-05 | Time: 2119.34 ms [2022-02-13 02:17:24 main:574] : INFO : Epoch 1578 | loss: 5.99994e-05 | val_loss: 6.64083e-05 | Time: 2074.74 ms [2022-02-13 02:17:26 main:574] : INFO : Epoch 1579 | loss: 7.26384e-05 | val_loss: 7.02073e-05 | Time: 2065.1 ms [2022-02-13 02:17:28 main:574] : INFO : Epoch 1580 | loss: 0.00100571 | val_loss: 0.000674842 | Time: 2058.67 ms [2022-02-13 02:17:30 main:574] : INFO : Epoch 1581 | loss: 0.000473069 | val_loss: 0.000344188 | Time: 2062.58 ms [2022-02-13 02:17:32 main:574] : INFO : Epoch 1582 | loss: 0.000200291 | val_loss: 0.000178915 | Time: 2075.56 ms [2022-02-13 02:17:35 main:574] : INFO : Epoch 1583 | loss: 0.000112193 | val_loss: 9.5638e-05 | Time: 2078.49 ms [2022-02-13 02:17:37 main:574] : INFO : Epoch 1584 | loss: 8.09764e-05 | val_loss: 8.30878e-05 | Time: 2089.27 ms [2022-02-13 02:17:39 main:574] : INFO : Epoch 1585 | loss: 6.73469e-05 | val_loss: 7.6141e-05 | Time: 2069.47 ms [2022-02-13 02:17:41 main:574] : INFO : Epoch 1586 | loss: 6.32452e-05 | val_loss: 7.01422e-05 | Time: 2089.24 ms [2022-02-13 02:17:43 main:574] : INFO : Epoch 1587 | loss: 5.98452e-05 | val_loss: 7.42891e-05 | Time: 2111.81 ms [2022-02-13 02:17:45 main:574] : INFO : Epoch 1588 | loss: 5.9628e-05 | val_loss: 6.90728e-05 | Time: 2085.7 ms [2022-02-13 02:17:47 main:574] : INFO : Epoch 1589 | loss: 5.8021e-05 | val_loss: 7.01003e-05 | Time: 2081.11 ms [2022-02-13 02:17:49 main:574] : INFO : Epoch 1590 | loss: 5.68408e-05 | val_loss: 6.5677e-05 | Time: 2058.25 ms [2022-02-13 02:17:51 main:574] : INFO : Epoch 1591 | loss: 5.4814e-05 | val_loss: 6.69634e-05 | Time: 2095.65 ms [2022-02-13 02:17:53 main:574] : INFO : Epoch 1592 | loss: 5.58242e-05 | val_loss: 6.61973e-05 | Time: 2101.16 ms [2022-02-13 02:17:55 main:574] : INFO : Epoch 1593 | loss: 5.55493e-05 | val_loss: 6.65692e-05 | Time: 2075.12 ms [2022-02-13 02:17:58 main:574] : INFO : Epoch 1594 | loss: 5.636e-05 | val_loss: 7.2661e-05 | Time: 2045.88 ms [2022-02-13 02:18:00 main:574] : INFO : Epoch 1595 | loss: 5.51864e-05 | val_loss: 6.7166e-05 | Time: 2146.41 ms [2022-02-13 02:18:02 main:574] : INFO : Epoch 1596 | loss: 5.40937e-05 | val_loss: 6.29512e-05 | Time: 2059.53 ms [2022-02-13 02:18:04 main:574] : INFO : Epoch 1597 | loss: 5.36385e-05 | val_loss: 6.27519e-05 | Time: 2053.75 ms [2022-02-13 02:18:06 main:574] : INFO : Epoch 1598 | loss: 5.41154e-05 | val_loss: 6.65413e-05 | Time: 2048.16 ms [2022-02-13 02:18:08 main:574] : INFO : Epoch 1599 | loss: 5.44817e-05 | val_loss: 6.27517e-05 | Time: 2064.34 ms [2022-02-13 02:18:10 main:574] : INFO : Epoch 1600 | loss: 5.37472e-05 | val_loss: 6.57833e-05 | Time: 2018.51 ms [2022-02-13 02:18:12 main:574] : INFO : Epoch 1601 | loss: 5.42767e-05 | val_loss: 6.54488e-05 | Time: 2066.38 ms [2022-02-13 02:18:14 main:574] : INFO : Epoch 1602 | loss: 5.36825e-05 | val_loss: 6.36593e-05 | Time: 2058.1 ms [2022-02-13 02:18:16 main:574] : INFO : Epoch 1603 | loss: 5.41994e-05 | val_loss: 6.58533e-05 | Time: 2096.02 ms [2022-02-13 02:18:18 main:574] : INFO : Epoch 1604 | loss: 5.41858e-05 | val_loss: 6.53763e-05 | Time: 2035.66 ms [2022-02-13 02:18:20 main:574] : INFO : Epoch 1605 | loss: 5.22864e-05 | val_loss: 6.19797e-05 | Time: 2070.31 ms [2022-02-13 02:18:22 main:574] : INFO : Epoch 1606 | loss: 5.14638e-05 | val_loss: 6.07229e-05 | Time: 2054.6 ms [2022-02-13 02:18:24 main:574] : INFO : Epoch 1607 | loss: 5.41317e-05 | val_loss: 6.28162e-05 | Time: 2087.18 ms [2022-02-13 02:18:27 main:574] : INFO : Epoch 1608 | loss: 5.51491e-05 | val_loss: 6.11703e-05 | Time: 2075.3 ms [2022-02-13 02:18:29 main:574] : INFO : Epoch 1609 | loss: 5.17733e-05 | val_loss: 6.21655e-05 | Time: 2055.69 ms [2022-02-13 02:18:31 main:574] : INFO : Epoch 1610 | loss: 5.13856e-05 | val_loss: 6.00512e-05 | Time: 2012.6 ms [2022-02-13 02:18:33 main:574] : INFO : Epoch 1611 | loss: 5.07792e-05 | val_loss: 6.16271e-05 | Time: 2019.35 ms [2022-02-13 02:18:35 main:574] : INFO : Epoch 1612 | loss: 5.1167e-05 | val_loss: 6.54747e-05 | Time: 2073.97 ms [2022-02-13 02:18:37 main:574] : INFO : Epoch 1613 | loss: 5.81388e-05 | val_loss: 6.05696e-05 | Time: 2038.91 ms [2022-02-13 02:18:39 main:574] : INFO : Epoch 1614 | loss: 5.53218e-05 | val_loss: 8.40737e-05 | Time: 2040.27 ms [2022-02-13 02:18:41 main:574] : INFO : Epoch 1615 | loss: 0.000109105 | val_loss: 9.76852e-05 | Time: 2064.82 ms [2022-02-13 02:18:43 main:574] : INFO : Epoch 1616 | loss: 0.000144613 | val_loss: 0.00013829 | Time: 2049.77 ms [2022-02-13 02:18:45 main:574] : INFO : Epoch 1617 | loss: 0.000513218 | val_loss: 0.000601884 | Time: 2070.8 ms [2022-02-13 02:18:47 main:574] : INFO : Epoch 1618 | loss: 0.000267654 | val_loss: 0.000211567 | Time: 2053.53 ms [2022-02-13 02:18:49 main:574] : INFO : Epoch 1619 | loss: 0.000123125 | val_loss: 8.97264e-05 | Time: 2053.82 ms [2022-02-13 02:18:51 main:574] : INFO : Epoch 1620 | loss: 7.35001e-05 | val_loss: 6.99024e-05 | Time: 2068.56 ms [2022-02-13 02:18:53 main:574] : INFO : Epoch 1621 | loss: 6.08181e-05 | val_loss: 6.26831e-05 | Time: 2072.42 ms [2022-02-13 02:18:55 main:574] : INFO : Epoch 1622 | loss: 5.68861e-05 | val_loss: 6.41068e-05 | Time: 2070.94 ms [2022-02-13 02:18:57 main:574] : INFO : Epoch 1623 | loss: 5.49958e-05 | val_loss: 6.17865e-05 | Time: 2050.01 ms [2022-02-13 02:18:59 main:574] : INFO : Epoch 1624 | loss: 5.33018e-05 | val_loss: 6.03618e-05 | Time: 2048.64 ms [2022-02-13 02:19:02 main:574] : INFO : Epoch 1625 | loss: 5.57747e-05 | val_loss: 6.31792e-05 | Time: 2030.67 ms [2022-02-13 02:19:04 main:574] : INFO : Epoch 1626 | loss: 6.14337e-05 | val_loss: 6.33087e-05 | Time: 2029.98 ms [2022-02-13 02:19:06 main:574] : INFO : Epoch 1627 | loss: 5.6161e-05 | val_loss: 6.09065e-05 | Time: 2047.05 ms [2022-02-13 02:19:08 main:574] : INFO : Epoch 1628 | loss: 5.46963e-05 | val_loss: 6.06536e-05 | Time: 2060.92 ms [2022-02-13 02:19:10 main:574] : INFO : Epoch 1629 | loss: 5.16555e-05 | val_loss: 5.91685e-05 | Time: 2065.26 ms [2022-02-13 02:19:12 main:574] : INFO : Epoch 1630 | loss: 5.17098e-05 | val_loss: 6.18979e-05 | Time: 2105.48 ms [2022-02-13 02:19:14 main:574] : INFO : Epoch 1631 | loss: 5.09369e-05 | val_loss: 6.25782e-05 | Time: 2130.52 ms [2022-02-13 02:19:16 main:574] : INFO : Epoch 1632 | loss: 5.06878e-05 | val_loss: 6.04411e-05 | Time: 2085.78 ms [2022-02-13 02:19:18 main:574] : INFO : Epoch 1633 | loss: 5.05406e-05 | val_loss: 5.9705e-05 | Time: 2127.29 ms [2022-02-13 02:19:20 main:574] : INFO : Epoch 1634 | loss: 4.99025e-05 | val_loss: 5.75903e-05 | Time: 2052.91 ms [2022-02-13 02:19:22 main:574] : INFO : Epoch 1635 | loss: 5.29429e-05 | val_loss: 6.38116e-05 | Time: 2061.57 ms [2022-02-13 02:19:24 main:574] : INFO : Epoch 1636 | loss: 5.18088e-05 | val_loss: 6.03244e-05 | Time: 2139.59 ms [2022-02-13 02:19:27 main:574] : INFO : Epoch 1637 | loss: 4.99153e-05 | val_loss: 5.89255e-05 | Time: 2088.74 ms [2022-02-13 02:19:29 main:574] : INFO : Epoch 1638 | loss: 4.86936e-05 | val_loss: 6.10457e-05 | Time: 2117.11 ms [2022-02-13 02:19:31 main:574] : INFO : Epoch 1639 | loss: 5.37264e-05 | val_loss: 6.01486e-05 | Time: 2075.71 ms [2022-02-13 02:19:33 main:574] : INFO : Epoch 1640 | loss: 5.0939e-05 | val_loss: 5.93688e-05 | Time: 2052.3 ms [2022-02-13 02:19:35 main:574] : INFO : Epoch 1641 | loss: 5.02571e-05 | val_loss: 6.20208e-05 | Time: 2120.5 ms [2022-02-13 02:19:37 main:574] : INFO : Epoch 1642 | loss: 4.97665e-05 | val_loss: 5.86853e-05 | Time: 2038.12 ms [2022-02-13 02:19:39 main:574] : INFO : Epoch 1643 | loss: 4.88431e-05 | val_loss: 5.82618e-05 | Time: 2093.96 ms [2022-02-13 02:19:41 main:574] : INFO : Epoch 1644 | loss: 4.90058e-05 | val_loss: 6.03444e-05 | Time: 2108.2 ms [2022-02-13 02:19:43 main:574] : INFO : Epoch 1645 | loss: 4.87518e-05 | val_loss: 5.7552e-05 | Time: 2062.9 ms [2022-02-13 02:19:45 main:574] : INFO : Epoch 1646 | loss: 4.98932e-05 | val_loss: 5.88096e-05 | Time: 2080.21 ms [2022-02-13 02:19:48 main:574] : INFO : Epoch 1647 | loss: 5.05904e-05 | val_loss: 5.8883e-05 | Time: 2127.53 ms [2022-02-13 02:19:50 main:574] : INFO : Epoch 1648 | loss: 4.91817e-05 | val_loss: 6.03052e-05 | Time: 2106.28 ms [2022-02-13 02:19:52 main:574] : INFO : Epoch 1649 | loss: 4.80472e-05 | val_loss: 5.83922e-05 | Time: 2049.02 ms [2022-02-13 02:19:54 main:574] : INFO : Epoch 1650 | loss: 5.11945e-05 | val_loss: 6.80127e-05 | Time: 2106.69 ms [2022-02-13 02:19:56 main:574] : INFO : Epoch 1651 | loss: 5.28833e-05 | val_loss: 5.90951e-05 | Time: 2061.67 ms [2022-02-13 02:19:58 main:574] : INFO : Epoch 1652 | loss: 5.25009e-05 | val_loss: 5.71019e-05 | Time: 2073.45 ms [2022-02-13 02:20:00 main:574] : INFO : Epoch 1653 | loss: 4.83224e-05 | val_loss: 5.75703e-05 | Time: 2060.23 ms [2022-02-13 02:20:02 main:574] : INFO : Epoch 1654 | loss: 4.75347e-05 | val_loss: 5.81966e-05 | Time: 2032.2 ms [2022-02-13 02:20:04 main:574] : INFO : Epoch 1655 | loss: 4.86559e-05 | val_loss: 5.63082e-05 | Time: 2075.82 ms [2022-02-13 02:20:06 main:574] : INFO : Epoch 1656 | loss: 4.94444e-05 | val_loss: 6.0521e-05 | Time: 2104.06 ms [2022-02-13 02:20:08 main:574] : INFO : Epoch 1657 | loss: 4.92189e-05 | val_loss: 5.83019e-05 | Time: 2144.32 ms [2022-02-13 02:20:11 main:574] : INFO : Epoch 1658 | loss: 5.08003e-05 | val_loss: 5.96094e-05 | Time: 2143.92 ms [2022-02-13 02:20:13 main:574] : INFO : Epoch 1659 | loss: 4.98608e-05 | val_loss: 5.66037e-05 | Time: 2175.37 ms [2022-02-13 02:20:15 main:574] : INFO : Epoch 1660 | loss: 4.76511e-05 | val_loss: 5.59525e-05 | Time: 2135.84 ms [2022-02-13 02:20:17 main:574] : INFO : Epoch 1661 | loss: 4.7463e-05 | val_loss: 5.60633e-05 | Time: 2126.36 ms [2022-02-13 02:20:19 main:574] : INFO : Epoch 1662 | loss: 5.36996e-05 | val_loss: 9.25062e-05 | Time: 2081.85 ms [2022-02-13 02:20:21 main:574] : INFO : Epoch 1663 | loss: 6.61693e-05 | val_loss: 6.187e-05 | Time: 2052.97 ms [2022-02-13 02:20:23 main:574] : INFO : Epoch 1664 | loss: 6.72451e-05 | val_loss: 0.000140465 | Time: 2088.32 ms [2022-02-13 02:20:26 main:574] : INFO : Epoch 1665 | loss: 0.000121821 | val_loss: 9.69182e-05 | Time: 2258.37 ms [2022-02-13 02:20:28 main:574] : INFO : Epoch 1666 | loss: 0.00010179 | val_loss: 0.000128632 | Time: 2170.66 ms [2022-02-13 02:20:30 main:574] : INFO : Epoch 1667 | loss: 8.71087e-05 | val_loss: 7.64544e-05 | Time: 2205.72 ms [2022-02-13 02:20:32 main:574] : INFO : Epoch 1668 | loss: 0.00127135 | val_loss: 0.00170979 | Time: 2210.96 ms [2022-02-13 02:20:34 main:574] : INFO : Epoch 1669 | loss: 0.000999174 | val_loss: 0.0004904 | Time: 2197.43 ms [2022-02-13 02:20:37 main:574] : INFO : Epoch 1670 | loss: 0.000255726 | val_loss: 0.000162586 | Time: 2188.43 ms [2022-02-13 02:20:39 main:574] : INFO : Epoch 1671 | loss: 0.000123186 | val_loss: 0.000107108 | Time: 2092.31 ms [2022-02-13 02:20:41 main:574] : INFO : Epoch 1672 | loss: 8.73495e-05 | val_loss: 8.46131e-05 | Time: 2101.41 ms [2022-02-13 02:20:43 main:574] : INFO : Epoch 1673 | loss: 7.40648e-05 | val_loss: 8.8963e-05 | Time: 2108.65 ms [2022-02-13 02:20:45 main:574] : INFO : Epoch 1674 | loss: 7.32202e-05 | val_loss: 7.72033e-05 | Time: 2165.66 ms [2022-02-13 02:20:47 main:574] : INFO : Epoch 1675 | loss: 6.45371e-05 | val_loss: 6.76808e-05 | Time: 2152.38 ms [2022-02-13 02:20:49 main:574] : INFO : Epoch 1676 | loss: 5.97215e-05 | val_loss: 6.57511e-05 | Time: 2128.53 ms [2022-02-13 02:20:52 main:574] : INFO : Epoch 1677 | loss: 5.69761e-05 | val_loss: 6.49319e-05 | Time: 2152.6 ms [2022-02-13 02:20:54 main:574] : INFO : Epoch 1678 | loss: 5.63793e-05 | val_loss: 6.09665e-05 | Time: 2147.43 ms [2022-02-13 02:20:56 main:574] : INFO : Epoch 1679 | loss: 5.47247e-05 | val_loss: 6.06249e-05 | Time: 2109.59 ms [2022-02-13 02:20:58 main:574] : INFO : Epoch 1680 | loss: 5.49341e-05 | val_loss: 6.40859e-05 | Time: 2115.91 ms [2022-02-13 02:21:00 main:574] : INFO : Epoch 1681 | loss: 5.37521e-05 | val_loss: 5.71475e-05 | Time: 2209.03 ms [2022-02-13 02:21:02 main:574] : INFO : Epoch 1682 | loss: 5.56786e-05 | val_loss: 5.82702e-05 | Time: 2118.52 ms [2022-02-13 02:21:04 main:574] : INFO : Epoch 1683 | loss: 5.27766e-05 | val_loss: 6.2827e-05 | Time: 2199.72 ms [2022-02-13 02:21:07 main:574] : INFO : Epoch 1684 | loss: 5.10426e-05 | val_loss: 5.58304e-05 | Time: 2175.74 ms [2022-02-13 02:21:09 main:574] : INFO : Epoch 1685 | loss: 4.93496e-05 | val_loss: 5.72053e-05 | Time: 2142.94 ms [2022-02-13 02:21:11 main:574] : INFO : Epoch 1686 | loss: 5.03197e-05 | val_loss: 5.81201e-05 | Time: 2169.56 ms [2022-02-13 02:21:13 main:574] : INFO : Epoch 1687 | loss: 5.16836e-05 | val_loss: 6.05824e-05 | Time: 2156.3 ms [2022-02-13 02:21:15 main:574] : INFO : Epoch 1688 | loss: 5.34539e-05 | val_loss: 5.83539e-05 | Time: 2123.05 ms [2022-02-13 02:21:17 main:574] : INFO : Epoch 1689 | loss: 5.70862e-05 | val_loss: 6.30786e-05 | Time: 2119.37 ms [2022-02-13 02:21:19 main:574] : INFO : Epoch 1690 | loss: 5.52569e-05 | val_loss: 6.14812e-05 | Time: 2119.06 ms [2022-02-13 02:21:22 main:574] : INFO : Epoch 1691 | loss: 5.16611e-05 | val_loss: 5.9189e-05 | Time: 2160.43 ms [2022-02-13 02:21:24 main:574] : INFO : Epoch 1692 | loss: 4.99657e-05 | val_loss: 5.64743e-05 | Time: 2176.32 ms [2022-02-13 02:21:26 main:574] : INFO : Epoch 1693 | loss: 4.74316e-05 | val_loss: 5.34755e-05 | Time: 2213.41 ms [2022-02-13 02:21:28 main:574] : INFO : Epoch 1694 | loss: 4.91206e-05 | val_loss: 5.7633e-05 | Time: 2116.17 ms [2022-02-13 02:21:30 main:574] : INFO : Epoch 1695 | loss: 5.38303e-05 | val_loss: 5.82843e-05 | Time: 2143.01 ms [2022-02-13 02:21:32 main:574] : INFO : Epoch 1696 | loss: 5.10486e-05 | val_loss: 5.73468e-05 | Time: 2135.99 ms [2022-02-13 02:21:35 main:574] : INFO : Epoch 1697 | loss: 5.03612e-05 | val_loss: 5.82906e-05 | Time: 2114.7 ms [2022-02-13 02:21:37 main:574] : INFO : Epoch 1698 | loss: 4.96189e-05 | val_loss: 5.4156e-05 | Time: 2134.69 ms [2022-02-13 02:21:39 main:574] : INFO : Epoch 1699 | loss: 4.70984e-05 | val_loss: 5.51799e-05 | Time: 2135.34 ms [2022-02-13 02:21:41 main:574] : INFO : Epoch 1700 | loss: 4.78268e-05 | val_loss: 5.39392e-05 | Time: 2193.05 ms [2022-02-13 02:21:43 main:574] : INFO : Epoch 1701 | loss: 4.78332e-05 | val_loss: 5.79653e-05 | Time: 2171.51 ms [2022-02-13 02:21:45 main:574] : INFO : Epoch 1702 | loss: 4.90973e-05 | val_loss: 5.36314e-05 | Time: 2160.7 ms [2022-02-13 02:21:48 main:574] : INFO : Epoch 1703 | loss: 5.28018e-05 | val_loss: 5.42849e-05 | Time: 2155.35 ms [2022-02-13 02:21:50 main:574] : INFO : Epoch 1704 | loss: 5.01356e-05 | val_loss: 5.51522e-05 | Time: 2149.24 ms [2022-02-13 02:21:52 main:574] : INFO : Epoch 1705 | loss: 5.06337e-05 | val_loss: 5.32083e-05 | Time: 2140.47 ms [2022-02-13 02:21:54 main:574] : INFO : Epoch 1706 | loss: 4.99914e-05 | val_loss: 5.49845e-05 | Time: 2146.37 ms [2022-02-13 02:21:56 main:574] : INFO : Epoch 1707 | loss: 4.78383e-05 | val_loss: 5.54066e-05 | Time: 2185.99 ms [2022-02-13 02:21:58 main:574] : INFO : Epoch 1708 | loss: 4.82072e-05 | val_loss: 5.86952e-05 | Time: 2180.09 ms [2022-02-13 02:22:01 main:574] : INFO : Epoch 1709 | loss: 4.86442e-05 | val_loss: 5.73359e-05 | Time: 2133.29 ms [2022-02-13 02:22:03 main:574] : INFO : Epoch 1710 | loss: 4.98741e-05 | val_loss: 6.07501e-05 | Time: 2145.22 ms [2022-02-13 02:22:05 main:574] : INFO : Epoch 1711 | loss: 5.05012e-05 | val_loss: 6.62322e-05 | Time: 2179.17 ms [2022-02-13 02:22:07 main:574] : INFO : Epoch 1712 | loss: 7.12316e-05 | val_loss: 8.6023e-05 | Time: 2148.31 ms [2022-02-13 02:22:09 main:574] : INFO : Epoch 1713 | loss: 0.00280207 | val_loss: 0.00234708 | Time: 2170.11 ms [2022-02-13 02:22:11 main:574] : INFO : Epoch 1714 | loss: 0.00127536 | val_loss: 0.000439378 | Time: 2162.63 ms [2022-02-13 02:22:14 main:574] : INFO : Epoch 1715 | loss: 0.000421484 | val_loss: 0.00025375 | Time: 2122.97 ms [2022-02-13 02:22:16 main:574] : INFO : Epoch 1716 | loss: 0.000223958 | val_loss: 0.00017657 | Time: 2143.21 ms [2022-02-13 02:22:18 main:574] : INFO : Epoch 1717 | loss: 0.000147214 | val_loss: 0.000135944 | Time: 2144.52 ms [2022-02-13 02:22:20 main:574] : INFO : Epoch 1718 | loss: 0.000119711 | val_loss: 0.000117086 | Time: 2176.16 ms [2022-02-13 02:22:22 main:574] : INFO : Epoch 1719 | loss: 0.000105163 | val_loss: 0.00011221 | Time: 2138.06 ms [2022-02-13 02:22:24 main:574] : INFO : Epoch 1720 | loss: 9.34831e-05 | val_loss: 9.52493e-05 | Time: 2150.97 ms [2022-02-13 02:22:26 main:574] : INFO : Epoch 1721 | loss: 8.05002e-05 | val_loss: 8.65269e-05 | Time: 2143.13 ms [2022-02-13 02:22:29 main:574] : INFO : Epoch 1722 | loss: 7.62198e-05 | val_loss: 8.37973e-05 | Time: 2209.46 ms [2022-02-13 02:22:31 main:574] : INFO : Epoch 1723 | loss: 7.5236e-05 | val_loss: 8.18343e-05 | Time: 2122.72 ms [2022-02-13 02:22:33 main:574] : INFO : Epoch 1724 | loss: 7.0553e-05 | val_loss: 7.50943e-05 | Time: 2140.56 ms [2022-02-13 02:22:35 main:574] : INFO : Epoch 1725 | loss: 6.94039e-05 | val_loss: 7.61977e-05 | Time: 2146.4 ms [2022-02-13 02:22:37 main:574] : INFO : Epoch 1726 | loss: 6.72735e-05 | val_loss: 7.19482e-05 | Time: 2160.04 ms [2022-02-13 02:22:39 main:574] : INFO : Epoch 1727 | loss: 6.89555e-05 | val_loss: 7.05597e-05 | Time: 2141.99 ms [2022-02-13 02:22:42 main:574] : INFO : Epoch 1728 | loss: 6.21245e-05 | val_loss: 6.99814e-05 | Time: 2119.45 ms [2022-02-13 02:22:44 main:574] : INFO : Epoch 1729 | loss: 6.0418e-05 | val_loss: 6.67493e-05 | Time: 2163.76 ms [2022-02-13 02:22:46 main:574] : INFO : Epoch 1730 | loss: 5.66411e-05 | val_loss: 6.12812e-05 | Time: 2177.05 ms [2022-02-13 02:22:48 main:574] : INFO : Epoch 1731 | loss: 5.25127e-05 | val_loss: 5.72022e-05 | Time: 2105.91 ms [2022-02-13 02:22:50 main:574] : INFO : Epoch 1732 | loss: 5.14018e-05 | val_loss: 5.80474e-05 | Time: 2075.06 ms [2022-02-13 02:22:52 main:574] : INFO : Epoch 1733 | loss: 5.03329e-05 | val_loss: 5.47274e-05 | Time: 2112.11 ms [2022-02-13 02:22:54 main:574] : INFO : Epoch 1734 | loss: 4.91056e-05 | val_loss: 5.42927e-05 | Time: 2088.52 ms [2022-02-13 02:22:56 main:574] : INFO : Epoch 1735 | loss: 4.83782e-05 | val_loss: 5.40093e-05 | Time: 2172.66 ms [2022-02-13 02:22:59 main:574] : INFO : Epoch 1736 | loss: 5.08505e-05 | val_loss: 5.17529e-05 | Time: 2158.78 ms [2022-02-13 02:23:01 main:574] : INFO : Epoch 1737 | loss: 4.76376e-05 | val_loss: 5.03437e-05 | Time: 2194.43 ms [2022-02-13 02:23:03 main:574] : INFO : Epoch 1738 | loss: 4.88711e-05 | val_loss: 6.48377e-05 | Time: 2107.98 ms [2022-02-13 02:23:05 main:574] : INFO : Epoch 1739 | loss: 5.13907e-05 | val_loss: 5.12664e-05 | Time: 2038.24 ms [2022-02-13 02:23:07 main:574] : INFO : Epoch 1740 | loss: 4.68317e-05 | val_loss: 4.86625e-05 | Time: 2054.29 ms [2022-02-13 02:23:09 main:574] : INFO : Epoch 1741 | loss: 4.65602e-05 | val_loss: 5.07144e-05 | Time: 2050.06 ms [2022-02-13 02:23:11 main:574] : INFO : Epoch 1742 | loss: 4.35477e-05 | val_loss: 5.02148e-05 | Time: 2049.75 ms [2022-02-13 02:23:13 main:574] : INFO : Epoch 1743 | loss: 4.39192e-05 | val_loss: 4.89832e-05 | Time: 2063.92 ms [2022-02-13 02:23:15 main:574] : INFO : Epoch 1744 | loss: 4.30999e-05 | val_loss: 4.96302e-05 | Time: 2054.53 ms [2022-02-13 02:23:17 main:574] : INFO : Epoch 1745 | loss: 4.3649e-05 | val_loss: 4.83241e-05 | Time: 2060.91 ms [2022-02-13 02:23:20 main:574] : INFO : Epoch 1746 | loss: 4.26072e-05 | val_loss: 5.17981e-05 | Time: 2114.77 ms [2022-02-13 02:23:22 main:574] : INFO : Epoch 1747 | loss: 4.18452e-05 | val_loss: 4.59505e-05 | Time: 2063.63 ms [2022-02-13 02:23:24 main:574] : INFO : Epoch 1748 | loss: 4.19781e-05 | val_loss: 4.77123e-05 | Time: 2026.95 ms [2022-02-13 02:23:26 main:574] : INFO : Epoch 1749 | loss: 4.24492e-05 | val_loss: 4.88984e-05 | Time: 2045.96 ms [2022-02-13 02:23:28 main:574] : INFO : Epoch 1750 | loss: 4.26428e-05 | val_loss: 4.68622e-05 | Time: 2060.33 ms [2022-02-13 02:23:30 main:574] : INFO : Epoch 1751 | loss: 4.35955e-05 | val_loss: 4.81688e-05 | Time: 2037.57 ms [2022-02-13 02:23:32 main:574] : INFO : Epoch 1752 | loss: 4.18321e-05 | val_loss: 5.77547e-05 | Time: 2063.01 ms [2022-02-13 02:23:34 main:574] : INFO : Epoch 1753 | loss: 4.34601e-05 | val_loss: 4.97371e-05 | Time: 2062.68 ms [2022-02-13 02:23:36 main:574] : INFO : Epoch 1754 | loss: 4.25156e-05 | val_loss: 4.45836e-05 | Time: 2054.65 ms [2022-02-13 02:23:38 main:574] : INFO : Epoch 1755 | loss: 4.21798e-05 | val_loss: 4.8498e-05 | Time: 2025.94 ms [2022-02-13 02:23:40 main:574] : INFO : Epoch 1756 | loss: 5.54465e-05 | val_loss: 0.000122222 | Time: 2050.95 ms [2022-02-13 02:23:42 main:574] : INFO : Epoch 1757 | loss: 0.00255325 | val_loss: 0.00454953 | Time: 2063.78 ms [2022-02-13 02:23:44 main:574] : INFO : Epoch 1758 | loss: 0.00239918 | val_loss: 0.00108041 | Time: 2036.61 ms [2022-02-13 02:23:46 main:574] : INFO : Epoch 1759 | loss: 0.00088698 | val_loss: 0.000521793 | Time: 2051.42 ms [2022-02-13 02:23:48 main:574] : INFO : Epoch 1760 | loss: 0.000377568 | val_loss: 0.000260708 | Time: 2043.1 ms [2022-02-13 02:23:50 main:574] : INFO : Epoch 1761 | loss: 0.00019976 | val_loss: 0.000167425 | Time: 2038.02 ms [2022-02-13 02:23:52 main:574] : INFO : Epoch 1762 | loss: 0.000143115 | val_loss: 0.0001308 | Time: 2027.4 ms [2022-02-13 02:23:54 main:574] : INFO : Epoch 1763 | loss: 0.000113071 | val_loss: 0.000109204 | Time: 2044.34 ms [2022-02-13 02:23:57 main:574] : INFO : Epoch 1764 | loss: 9.60758e-05 | val_loss: 9.37583e-05 | Time: 2033.04 ms [2022-02-13 02:23:59 main:574] : INFO : Epoch 1765 | loss: 8.10702e-05 | val_loss: 8.34564e-05 | Time: 2046.44 ms [2022-02-13 02:24:01 main:574] : INFO : Epoch 1766 | loss: 7.25167e-05 | val_loss: 7.15306e-05 | Time: 2047.43 ms [2022-02-13 02:24:03 main:574] : INFO : Epoch 1767 | loss: 6.47894e-05 | val_loss: 6.53449e-05 | Time: 2061.89 ms [2022-02-13 02:24:05 main:574] : INFO : Epoch 1768 | loss: 5.82371e-05 | val_loss: 6.04983e-05 | Time: 2075.5 ms [2022-02-13 02:24:07 main:574] : INFO : Epoch 1769 | loss: 5.61447e-05 | val_loss: 6.0892e-05 | Time: 2022.82 ms [2022-02-13 02:24:09 main:574] : INFO : Epoch 1770 | loss: 5.44923e-05 | val_loss: 5.68132e-05 | Time: 2026.48 ms [2022-02-13 02:24:11 main:574] : INFO : Epoch 1771 | loss: 5.1144e-05 | val_loss: 5.49367e-05 | Time: 2050.8 ms [2022-02-13 02:24:13 main:574] : INFO : Epoch 1772 | loss: 4.9819e-05 | val_loss: 5.39997e-05 | Time: 2038.13 ms [2022-02-13 02:24:15 main:574] : INFO : Epoch 1773 | loss: 4.85074e-05 | val_loss: 5.3222e-05 | Time: 2012.01 ms [2022-02-13 02:24:17 main:574] : INFO : Epoch 1774 | loss: 4.84667e-05 | val_loss: 5.85134e-05 | Time: 2056.7 ms [2022-02-13 02:24:19 main:574] : INFO : Epoch 1775 | loss: 5.61199e-05 | val_loss: 6.91552e-05 | Time: 2078.59 ms [2022-02-13 02:24:21 main:574] : INFO : Epoch 1776 | loss: 5.35529e-05 | val_loss: 5.92313e-05 | Time: 2066.02 ms [2022-02-13 02:24:23 main:574] : INFO : Epoch 1777 | loss: 5.04206e-05 | val_loss: 5.5354e-05 | Time: 2085.56 ms [2022-02-13 02:24:25 main:574] : INFO : Epoch 1778 | loss: 5.01418e-05 | val_loss: 5.28451e-05 | Time: 2054.15 ms [2022-02-13 02:24:27 main:574] : INFO : Epoch 1779 | loss: 4.92085e-05 | val_loss: 5.22531e-05 | Time: 2091.34 ms [2022-02-13 02:24:30 main:574] : INFO : Epoch 1780 | loss: 4.67616e-05 | val_loss: 4.95642e-05 | Time: 2078.19 ms [2022-02-13 02:24:32 main:574] : INFO : Epoch 1781 | loss: 4.43101e-05 | val_loss: 5.08221e-05 | Time: 2021.46 ms [2022-02-13 02:24:34 main:574] : INFO : Epoch 1782 | loss: 4.39448e-05 | val_loss: 4.90502e-05 | Time: 2079.15 ms [2022-02-13 02:24:36 main:574] : INFO : Epoch 1783 | loss: 4.24843e-05 | val_loss: 4.67744e-05 | Time: 2029.42 ms [2022-02-13 02:24:38 main:574] : INFO : Epoch 1784 | loss: 4.24742e-05 | val_loss: 4.86586e-05 | Time: 2034.66 ms [2022-02-13 02:24:40 main:574] : INFO : Epoch 1785 | loss: 4.27384e-05 | val_loss: 5.02201e-05 | Time: 2006.03 ms [2022-02-13 02:24:42 main:574] : INFO : Epoch 1786 | loss: 4.12932e-05 | val_loss: 4.54165e-05 | Time: 1988.82 ms [2022-02-13 02:24:44 main:574] : INFO : Epoch 1787 | loss: 4.10336e-05 | val_loss: 4.69219e-05 | Time: 2010 ms [2022-02-13 02:24:46 main:574] : INFO : Epoch 1788 | loss: 4.15206e-05 | val_loss: 4.62454e-05 | Time: 1970.09 ms [2022-02-13 02:24:48 main:574] : INFO : Epoch 1789 | loss: 4.09135e-05 | val_loss: 4.83022e-05 | Time: 2048.9 ms [2022-02-13 02:24:50 main:574] : INFO : Epoch 1790 | loss: 4.14491e-05 | val_loss: 5.1265e-05 | Time: 2018.94 ms [2022-02-13 02:24:52 main:574] : INFO : Epoch 1791 | loss: 4.15492e-05 | val_loss: 4.63365e-05 | Time: 2013.18 ms [2022-02-13 02:24:54 main:574] : INFO : Epoch 1792 | loss: 4.06176e-05 | val_loss: 4.5279e-05 | Time: 2033.59 ms [2022-02-13 02:24:56 main:574] : INFO : Epoch 1793 | loss: 4.09466e-05 | val_loss: 4.59712e-05 | Time: 2013.03 ms [2022-02-13 02:24:58 main:574] : INFO : Epoch 1794 | loss: 4.01166e-05 | val_loss: 4.38132e-05 | Time: 2014.75 ms [2022-02-13 02:25:00 main:574] : INFO : Epoch 1795 | loss: 3.94247e-05 | val_loss: 4.58468e-05 | Time: 2000.26 ms [2022-02-13 02:25:02 main:574] : INFO : Epoch 1796 | loss: 3.98952e-05 | val_loss: 4.74354e-05 | Time: 2014.72 ms [2022-02-13 02:25:04 main:574] : INFO : Epoch 1797 | loss: 3.98094e-05 | val_loss: 4.51909e-05 | Time: 2049.35 ms [2022-02-13 02:25:06 main:574] : INFO : Epoch 1798 | loss: 3.95001e-05 | val_loss: 4.54252e-05 | Time: 2054.25 ms [2022-02-13 02:25:08 main:574] : INFO : Epoch 1799 | loss: 3.79894e-05 | val_loss: 4.36223e-05 | Time: 2104.58 ms [2022-02-13 02:25:10 main:574] : INFO : Epoch 1800 | loss: 3.80646e-05 | val_loss: 4.43146e-05 | Time: 2025.99 ms [2022-02-13 02:25:12 main:574] : INFO : Epoch 1801 | loss: 3.91217e-05 | val_loss: 4.53921e-05 | Time: 2040.22 ms [2022-02-13 02:25:14 main:574] : INFO : Epoch 1802 | loss: 3.95947e-05 | val_loss: 4.80494e-05 | Time: 2023.32 ms [2022-02-13 02:25:16 main:574] : INFO : Epoch 1803 | loss: 4.15062e-05 | val_loss: 4.58557e-05 | Time: 2073.57 ms [2022-02-13 02:25:18 main:574] : INFO : Epoch 1804 | loss: 4.32462e-05 | val_loss: 4.59703e-05 | Time: 2023.52 ms [2022-02-13 02:25:20 main:574] : INFO : Epoch 1805 | loss: 3.89136e-05 | val_loss: 4.24731e-05 | Time: 2053.08 ms [2022-02-13 02:25:22 main:574] : INFO : Epoch 1806 | loss: 3.79466e-05 | val_loss: 4.38262e-05 | Time: 2069.03 ms [2022-02-13 02:25:25 main:574] : INFO : Epoch 1807 | loss: 3.73555e-05 | val_loss: 4.59414e-05 | Time: 2050.89 ms [2022-02-13 02:25:27 main:574] : INFO : Epoch 1808 | loss: 4.05552e-05 | val_loss: 5.57732e-05 | Time: 2018.05 ms [2022-02-13 02:25:29 main:574] : INFO : Epoch 1809 | loss: 4.17177e-05 | val_loss: 4.51227e-05 | Time: 2064.91 ms [2022-02-13 02:25:31 main:574] : INFO : Epoch 1810 | loss: 4.04954e-05 | val_loss: 4.40696e-05 | Time: 2034.15 ms [2022-02-13 02:25:33 main:574] : INFO : Epoch 1811 | loss: 3.94816e-05 | val_loss: 5.05393e-05 | Time: 2006.43 ms [2022-02-13 02:25:35 main:574] : INFO : Epoch 1812 | loss: 3.83829e-05 | val_loss: 4.2419e-05 | Time: 2000.56 ms [2022-02-13 02:25:37 main:574] : INFO : Epoch 1813 | loss: 3.80792e-05 | val_loss: 4.77055e-05 | Time: 2100.52 ms [2022-02-13 02:25:39 main:574] : INFO : Epoch 1814 | loss: 3.88765e-05 | val_loss: 4.25258e-05 | Time: 2057.37 ms [2022-02-13 02:25:41 main:574] : INFO : Epoch 1815 | loss: 3.72337e-05 | val_loss: 4.23374e-05 | Time: 2075.33 ms [2022-02-13 02:25:43 main:574] : INFO : Epoch 1816 | loss: 3.69687e-05 | val_loss: 4.49311e-05 | Time: 2097.86 ms [2022-02-13 02:25:45 main:574] : INFO : Epoch 1817 | loss: 3.86181e-05 | val_loss: 4.38332e-05 | Time: 2023.98 ms [2022-02-13 02:25:47 main:574] : INFO : Epoch 1818 | loss: 3.83182e-05 | val_loss: 4.33476e-05 | Time: 2042.1 ms [2022-02-13 02:25:49 main:574] : INFO : Epoch 1819 | loss: 3.80891e-05 | val_loss: 4.3893e-05 | Time: 2033.28 ms [2022-02-13 02:25:51 main:574] : INFO : Epoch 1820 | loss: 3.73819e-05 | val_loss: 4.35572e-05 | Time: 2042.51 ms [2022-02-13 02:25:53 main:574] : INFO : Epoch 1821 | loss: 3.81103e-05 | val_loss: 4.02034e-05 | Time: 2029.81 ms [2022-02-13 02:25:55 main:574] : INFO : Epoch 1822 | loss: 3.69025e-05 | val_loss: 4.08221e-05 | Time: 2073.4 ms [2022-02-13 02:25:57 main:574] : INFO : Epoch 1823 | loss: 3.7067e-05 | val_loss: 4.20736e-05 | Time: 2062.72 ms [2022-02-13 02:25:59 main:574] : INFO : Epoch 1824 | loss: 3.72537e-05 | val_loss: 4.17538e-05 | Time: 2050.15 ms [2022-02-13 02:26:02 main:574] : INFO : Epoch 1825 | loss: 3.76268e-05 | val_loss: 4.42867e-05 | Time: 2057.06 ms [2022-02-13 02:26:04 main:574] : INFO : Epoch 1826 | loss: 3.7676e-05 | val_loss: 4.65314e-05 | Time: 2044.62 ms [2022-02-13 02:26:06 main:574] : INFO : Epoch 1827 | loss: 3.7392e-05 | val_loss: 4.20456e-05 | Time: 2031.78 ms [2022-02-13 02:26:08 main:574] : INFO : Epoch 1828 | loss: 3.77629e-05 | val_loss: 5.09684e-05 | Time: 2045.11 ms [2022-02-13 02:26:10 main:574] : INFO : Epoch 1829 | loss: 3.81027e-05 | val_loss: 4.15392e-05 | Time: 2056.49 ms [2022-02-13 02:26:12 main:574] : INFO : Epoch 1830 | loss: 3.83228e-05 | val_loss: 4.93708e-05 | Time: 2027.15 ms [2022-02-13 02:26:14 main:574] : INFO : Epoch 1831 | loss: 6.90229e-05 | val_loss: 8.29263e-05 | Time: 2022.16 ms [2022-02-13 02:26:16 main:574] : INFO : Epoch 1832 | loss: 0.000382015 | val_loss: 0.000193904 | Time: 2071.64 ms [2022-02-13 02:26:18 main:574] : INFO : Epoch 1833 | loss: 0.000168175 | val_loss: 0.00011559 | Time: 2086.5 ms [2022-02-13 02:26:20 main:574] : INFO : Epoch 1834 | loss: 7.73728e-05 | val_loss: 6.10522e-05 | Time: 2106.75 ms [2022-02-13 02:26:22 main:574] : INFO : Epoch 1835 | loss: 5.44662e-05 | val_loss: 5.2011e-05 | Time: 2084.26 ms [2022-02-13 02:26:25 main:574] : INFO : Epoch 1836 | loss: 4.49109e-05 | val_loss: 4.6491e-05 | Time: 2093.82 ms [2022-02-13 02:26:27 main:574] : INFO : Epoch 1837 | loss: 4.08319e-05 | val_loss: 4.43874e-05 | Time: 2093.27 ms [2022-02-13 02:26:29 main:574] : INFO : Epoch 1838 | loss: 3.87925e-05 | val_loss: 4.32244e-05 | Time: 2065.59 ms [2022-02-13 02:26:31 main:574] : INFO : Epoch 1839 | loss: 3.80505e-05 | val_loss: 4.16951e-05 | Time: 2064.63 ms [2022-02-13 02:26:33 main:574] : INFO : Epoch 1840 | loss: 3.65326e-05 | val_loss: 4.31779e-05 | Time: 2081.04 ms [2022-02-13 02:26:35 main:574] : INFO : Epoch 1841 | loss: 3.71983e-05 | val_loss: 4.44642e-05 | Time: 2091.35 ms [2022-02-13 02:26:37 main:574] : INFO : Epoch 1842 | loss: 4.00385e-05 | val_loss: 4.62762e-05 | Time: 2088.99 ms [2022-02-13 02:26:39 main:574] : INFO : Epoch 1843 | loss: 3.69043e-05 | val_loss: 4.23948e-05 | Time: 2064.36 ms [2022-02-13 02:26:42 main:574] : INFO : Epoch 1844 | loss: 3.65942e-05 | val_loss: 4.05501e-05 | Time: 2108.7 ms [2022-02-13 02:26:44 main:574] : INFO : Epoch 1845 | loss: 3.63918e-05 | val_loss: 4.06183e-05 | Time: 1969.15 ms [2022-02-13 02:26:46 main:574] : INFO : Epoch 1846 | loss: 3.6773e-05 | val_loss: 4.18694e-05 | Time: 1988.83 ms [2022-02-13 02:26:50 main:574] : INFO : Epoch 1847 | loss: 3.64092e-05 | val_loss: 4.23514e-05 | Time: 2065.6 ms [2022-02-13 02:26:52 main:574] : INFO : Epoch 1848 | loss: 3.61536e-05 | val_loss: 4.20979e-05 | Time: 2114.45 ms [2022-02-13 02:26:54 main:574] : INFO : Epoch 1849 | loss: 3.67234e-05 | val_loss: 4.11047e-05 | Time: 2114.33 ms [2022-02-13 02:26:56 main:574] : INFO : Epoch 1850 | loss: 3.50366e-05 | val_loss: 4.24516e-05 | Time: 2069.84 ms [2022-02-13 02:26:58 main:574] : INFO : Epoch 1851 | loss: 3.50159e-05 | val_loss: 3.96867e-05 | Time: 2069.22 ms [2022-02-13 02:27:00 main:574] : INFO : Epoch 1852 | loss: 3.56549e-05 | val_loss: 4.00487e-05 | Time: 2091.76 ms [2022-02-13 02:27:02 main:574] : INFO : Epoch 1853 | loss: 3.39645e-05 | val_loss: 3.92222e-05 | Time: 2162.7 ms [2022-02-13 02:27:05 main:574] : INFO : Epoch 1854 | loss: 3.40145e-05 | val_loss: 3.95638e-05 | Time: 2149.21 ms [2022-02-13 02:27:07 main:574] : INFO : Epoch 1855 | loss: 3.46736e-05 | val_loss: 4.21371e-05 | Time: 2097.87 ms [2022-02-13 02:27:09 main:574] : INFO : Epoch 1856 | loss: 3.40912e-05 | val_loss: 4.46379e-05 | Time: 2100.79 ms [2022-02-13 02:27:11 main:574] : INFO : Epoch 1857 | loss: 3.51331e-05 | val_loss: 4.07732e-05 | Time: 2071.45 ms [2022-02-13 02:27:13 main:574] : INFO : Epoch 1858 | loss: 3.41127e-05 | val_loss: 3.9385e-05 | Time: 2106.71 ms [2022-02-13 02:27:15 main:574] : INFO : Epoch 1859 | loss: 3.44119e-05 | val_loss: 3.82498e-05 | Time: 2107.61 ms [2022-02-13 02:27:17 main:574] : INFO : Epoch 1860 | loss: 3.38011e-05 | val_loss: 3.96209e-05 | Time: 2107.73 ms [2022-02-13 02:27:19 main:574] : INFO : Epoch 1861 | loss: 3.4488e-05 | val_loss: 4.07213e-05 | Time: 2107.87 ms [2022-02-13 02:27:21 main:574] : INFO : Epoch 1862 | loss: 3.59394e-05 | val_loss: 4.41144e-05 | Time: 2133.73 ms [2022-02-13 02:27:24 main:574] : INFO : Epoch 1863 | loss: 3.69727e-05 | val_loss: 4.09373e-05 | Time: 2120.62 ms [2022-02-13 02:27:26 main:574] : INFO : Epoch 1864 | loss: 3.6297e-05 | val_loss: 3.98038e-05 | Time: 2082.86 ms [2022-02-13 02:27:28 main:574] : INFO : Epoch 1865 | loss: 3.38858e-05 | val_loss: 4.02725e-05 | Time: 2091.64 ms [2022-02-13 02:27:30 main:574] : INFO : Epoch 1866 | loss: 3.43745e-05 | val_loss: 4.06391e-05 | Time: 2086.1 ms [2022-02-13 02:27:32 main:574] : INFO : Epoch 1867 | loss: 3.63171e-05 | val_loss: 4.21441e-05 | Time: 2080.9 ms [2022-02-13 02:27:34 main:574] : INFO : Epoch 1868 | loss: 3.98968e-05 | val_loss: 4.20337e-05 | Time: 2096.94 ms [2022-02-13 02:27:36 main:574] : INFO : Epoch 1869 | loss: 3.57023e-05 | val_loss: 3.91305e-05 | Time: 2059.39 ms [2022-02-13 02:27:48 main:574] : INFO : Epoch 1870 | loss: 3.52228e-05 | val_loss: 4.11446e-05 | Time: 12162 ms [2022-02-13 02:27:50 main:574] : INFO : Epoch 1871 | loss: 3.53155e-05 | val_loss: 4.08009e-05 | Time: 2082.63 ms [2022-02-13 02:27:53 main:574] : INFO : Epoch 1872 | loss: 3.48714e-05 | val_loss: 4.0076e-05 | Time: 2184.28 ms [2022-02-13 02:27:55 main:574] : INFO : Epoch 1873 | loss: 3.40727e-05 | val_loss: 3.76974e-05 | Time: 2144.63 ms [2022-02-13 02:27:57 main:574] : INFO : Epoch 1874 | loss: 3.41415e-05 | val_loss: 3.89221e-05 | Time: 2200.23 ms [2022-02-13 02:27:59 main:574] : INFO : Epoch 1875 | loss: 3.88523e-05 | val_loss: 5.57013e-05 | Time: 2199.35 ms [2022-02-13 02:28:01 main:574] : INFO : Epoch 1876 | loss: 5.03993e-05 | val_loss: 4.53488e-05 | Time: 2236.89 ms [2022-02-13 02:28:03 main:574] : INFO : Epoch 1877 | loss: 3.74717e-05 | val_loss: 4.34403e-05 | Time: 2059.43 ms [2022-02-13 02:28:05 main:574] : INFO : Epoch 1878 | loss: 3.54147e-05 | val_loss: 4.18913e-05 | Time: 2058.09 ms [2022-02-13 02:28:08 main:574] : INFO : Epoch 1879 | loss: 3.44374e-05 | val_loss: 3.7947e-05 | Time: 2115.36 ms [2022-02-13 02:28:10 main:574] : INFO : Epoch 1880 | loss: 3.36317e-05 | val_loss: 4.38479e-05 | Time: 2158.27 ms [2022-02-13 02:28:12 main:574] : INFO : Epoch 1881 | loss: 3.45745e-05 | val_loss: 4.01568e-05 | Time: 2283.64 ms [2022-02-13 02:28:14 main:574] : INFO : Epoch 1882 | loss: 3.37103e-05 | val_loss: 3.85698e-05 | Time: 2203.37 ms [2022-02-13 02:28:16 main:574] : INFO : Epoch 1883 | loss: 4.02952e-05 | val_loss: 5.38232e-05 | Time: 2223.46 ms [2022-02-13 02:28:19 main:574] : INFO : Epoch 1884 | loss: 3.88657e-05 | val_loss: 3.97899e-05 | Time: 2194.21 ms [2022-02-13 02:28:21 main:574] : INFO : Epoch 1885 | loss: 3.48033e-05 | val_loss: 3.85853e-05 | Time: 2243.56 ms [2022-02-13 02:28:23 main:574] : INFO : Epoch 1886 | loss: 3.40928e-05 | val_loss: 3.88648e-05 | Time: 2179.92 ms [2022-02-13 02:28:25 main:574] : INFO : Epoch 1887 | loss: 3.3907e-05 | val_loss: 4.01871e-05 | Time: 2262.2 ms [2022-02-13 02:28:28 main:574] : INFO : Epoch 1888 | loss: 3.3639e-05 | val_loss: 4.10922e-05 | Time: 2298.35 ms [2022-02-13 02:28:30 main:574] : INFO : Epoch 1889 | loss: 3.59035e-05 | val_loss: 3.87676e-05 | Time: 2196.09 ms [2022-02-13 02:28:32 main:574] : INFO : Epoch 1890 | loss: 3.31785e-05 | val_loss: 3.80677e-05 | Time: 2226.4 ms [2022-02-13 02:28:34 main:574] : INFO : Epoch 1891 | loss: 3.3903e-05 | val_loss: 4.32117e-05 | Time: 2228.04 ms [2022-02-13 02:28:37 main:574] : INFO : Epoch 1892 | loss: 3.70788e-05 | val_loss: 4.25701e-05 | Time: 2226.42 ms [2022-02-13 02:28:39 main:574] : INFO : Epoch 1893 | loss: 3.82458e-05 | val_loss: 3.91686e-05 | Time: 2231.88 ms [2022-02-13 02:28:41 main:574] : INFO : Epoch 1894 | loss: 3.60445e-05 | val_loss: 3.90299e-05 | Time: 2177.55 ms [2022-02-13 02:28:43 main:574] : INFO : Epoch 1895 | loss: 3.34702e-05 | val_loss: 3.931e-05 | Time: 2218.87 ms [2022-02-13 02:28:45 main:574] : INFO : Epoch 1896 | loss: 3.31824e-05 | val_loss: 4.26319e-05 | Time: 2241.77 ms [2022-02-13 02:28:48 main:574] : INFO : Epoch 1897 | loss: 3.41579e-05 | val_loss: 4.33929e-05 | Time: 2198.73 ms [2022-02-13 02:28:50 main:574] : INFO : Epoch 1898 | loss: 3.49664e-05 | val_loss: 3.77674e-05 | Time: 2181.16 ms [2022-02-13 02:28:52 main:574] : INFO : Epoch 1899 | loss: 3.5281e-05 | val_loss: 3.9694e-05 | Time: 2219.42 ms [2022-02-13 02:28:54 main:574] : INFO : Epoch 1900 | loss: 3.48711e-05 | val_loss: 3.86227e-05 | Time: 2238.36 ms [2022-02-13 02:28:57 main:574] : INFO : Epoch 1901 | loss: 0.00146627 | val_loss: 0.0108866 | Time: 2220.37 ms [2022-02-13 02:28:59 main:574] : INFO : Epoch 1902 | loss: 0.00838383 | val_loss: 0.00682702 | Time: 2221.24 ms [2022-02-13 02:29:01 main:574] : INFO : Epoch 1903 | loss: 0.00348922 | val_loss: 0.00150941 | Time: 2279.54 ms [2022-02-13 02:29:03 main:574] : INFO : Epoch 1904 | loss: 0.000916119 | val_loss: 0.000560842 | Time: 2210.11 ms [2022-02-13 02:29:05 main:574] : INFO : Epoch 1905 | loss: 0.000416275 | val_loss: 0.000336458 | Time: 2225.51 ms [2022-02-13 02:29:08 main:574] : INFO : Epoch 1906 | loss: 0.00026103 | val_loss: 0.000227726 | Time: 2271.55 ms [2022-02-13 02:29:10 main:574] : INFO : Epoch 1907 | loss: 0.000193413 | val_loss: 0.000177513 | Time: 2232.14 ms [2022-02-13 02:29:12 main:574] : INFO : Epoch 1908 | loss: 0.000156914 | val_loss: 0.000155855 | Time: 2217.31 ms [2022-02-13 02:29:14 main:574] : INFO : Epoch 1909 | loss: 0.000146024 | val_loss: 0.000150611 | Time: 2242.97 ms [2022-02-13 02:29:17 main:574] : INFO : Epoch 1910 | loss: 0.000129951 | val_loss: 0.000130146 | Time: 2206.13 ms [2022-02-13 02:29:19 main:574] : INFO : Epoch 1911 | loss: 0.000113569 | val_loss: 0.000109696 | Time: 2217.32 ms [2022-02-13 02:29:21 main:574] : INFO : Epoch 1912 | loss: 9.69634e-05 | val_loss: 9.52368e-05 | Time: 2208.65 ms [2022-02-13 02:29:23 main:574] : INFO : Epoch 1913 | loss: 8.58898e-05 | val_loss: 9.06729e-05 | Time: 2187.52 ms [2022-02-13 02:29:26 main:574] : INFO : Epoch 1914 | loss: 8.12423e-05 | val_loss: 8.75553e-05 | Time: 2221.28 ms [2022-02-13 02:29:28 main:574] : INFO : Epoch 1915 | loss: 7.87141e-05 | val_loss: 8.03944e-05 | Time: 2201.02 ms [2022-02-13 02:29:30 main:574] : INFO : Epoch 1916 | loss: 7.51841e-05 | val_loss: 8.28604e-05 | Time: 2209.86 ms [2022-02-13 02:29:32 main:574] : INFO : Epoch 1917 | loss: 7.22598e-05 | val_loss: 7.70689e-05 | Time: 2224.6 ms [2022-02-13 02:29:34 main:574] : INFO : Epoch 1918 | loss: 6.77921e-05 | val_loss: 7.41527e-05 | Time: 2234.41 ms [2022-02-13 02:29:37 main:574] : INFO : Epoch 1919 | loss: 6.65872e-05 | val_loss: 7.36451e-05 | Time: 2190.94 ms [2022-02-13 02:29:39 main:574] : INFO : Epoch 1920 | loss: 6.38715e-05 | val_loss: 6.96896e-05 | Time: 2278.05 ms [2022-02-13 02:29:41 main:574] : INFO : Epoch 1921 | loss: 6.37377e-05 | val_loss: 7.14208e-05 | Time: 2188.42 ms [2022-02-13 02:29:43 main:574] : INFO : Epoch 1922 | loss: 6.27571e-05 | val_loss: 7.74625e-05 | Time: 2196.79 ms [2022-02-13 02:29:46 main:574] : INFO : Epoch 1923 | loss: 6.21721e-05 | val_loss: 6.93328e-05 | Time: 2272.76 ms [2022-02-13 02:29:48 main:574] : INFO : Epoch 1924 | loss: 5.96602e-05 | val_loss: 6.70847e-05 | Time: 2217.75 ms [2022-02-13 02:29:50 main:574] : INFO : Epoch 1925 | loss: 6.09288e-05 | val_loss: 8.70989e-05 | Time: 2241.48 ms [2022-02-13 02:29:52 main:574] : INFO : Epoch 1926 | loss: 6.53292e-05 | val_loss: 6.92372e-05 | Time: 2218.62 ms [2022-02-13 02:29:54 main:574] : INFO : Epoch 1927 | loss: 5.85154e-05 | val_loss: 6.31435e-05 | Time: 2173.89 ms [2022-02-13 02:29:57 main:574] : INFO : Epoch 1928 | loss: 5.65659e-05 | val_loss: 7.25741e-05 | Time: 2215.75 ms [2022-02-13 02:29:59 main:574] : INFO : Epoch 1929 | loss: 5.77645e-05 | val_loss: 6.4202e-05 | Time: 2190.08 ms [2022-02-13 02:30:01 main:574] : INFO : Epoch 1930 | loss: 5.58482e-05 | val_loss: 5.88556e-05 | Time: 2170.82 ms [2022-02-13 02:30:03 main:574] : INFO : Epoch 1931 | loss: 5.21191e-05 | val_loss: 5.82152e-05 | Time: 2178.18 ms [2022-02-13 02:30:05 main:574] : INFO : Epoch 1932 | loss: 4.90567e-05 | val_loss: 5.37139e-05 | Time: 2210.87 ms [2022-02-13 02:30:08 main:574] : INFO : Epoch 1933 | loss: 4.7611e-05 | val_loss: 5.46482e-05 | Time: 2241.54 ms [2022-02-13 02:30:10 main:574] : INFO : Epoch 1934 | loss: 4.7402e-05 | val_loss: 5.39362e-05 | Time: 2304.85 ms [2022-02-13 02:30:12 main:574] : INFO : Epoch 1935 | loss: 4.56774e-05 | val_loss: 4.88173e-05 | Time: 2212.44 ms [2022-02-13 02:30:14 main:574] : INFO : Epoch 1936 | loss: 4.50784e-05 | val_loss: 5.20384e-05 | Time: 2199.02 ms [2022-02-13 02:30:17 main:574] : INFO : Epoch 1937 | loss: 4.38973e-05 | val_loss: 4.85038e-05 | Time: 2200.11 ms [2022-02-13 02:30:19 main:574] : INFO : Epoch 1938 | loss: 4.2868e-05 | val_loss: 4.89637e-05 | Time: 2196.83 ms [2022-02-13 02:30:21 main:574] : INFO : Epoch 1939 | loss: 4.36296e-05 | val_loss: 4.85406e-05 | Time: 2209.24 ms [2022-02-13 02:30:23 main:574] : INFO : Epoch 1940 | loss: 4.3243e-05 | val_loss: 4.65363e-05 | Time: 2203.64 ms [2022-02-13 02:30:26 main:574] : INFO : Epoch 1941 | loss: 4.3336e-05 | val_loss: 4.61436e-05 | Time: 2221.32 ms [2022-02-13 02:30:28 main:574] : INFO : Epoch 1942 | loss: 4.27502e-05 | val_loss: 4.49317e-05 | Time: 2170.44 ms [2022-02-13 02:30:30 main:574] : INFO : Epoch 1943 | loss: 4.06786e-05 | val_loss: 4.55891e-05 | Time: 2107.96 ms [2022-02-13 02:30:32 main:574] : INFO : Epoch 1944 | loss: 3.94651e-05 | val_loss: 4.29319e-05 | Time: 2095.37 ms [2022-02-13 02:30:34 main:574] : INFO : Epoch 1945 | loss: 3.90406e-05 | val_loss: 4.52586e-05 | Time: 2188.85 ms [2022-02-13 02:30:36 main:574] : INFO : Epoch 1946 | loss: 3.73361e-05 | val_loss: 4.10729e-05 | Time: 2155.19 ms [2022-02-13 02:30:39 main:574] : INFO : Epoch 1947 | loss: 3.85108e-05 | val_loss: 4.42344e-05 | Time: 2245.96 ms [2022-02-13 02:30:41 main:574] : INFO : Epoch 1948 | loss: 3.77557e-05 | val_loss: 4.20815e-05 | Time: 2232.93 ms [2022-02-13 02:30:43 main:574] : INFO : Epoch 1949 | loss: 3.87473e-05 | val_loss: 4.60649e-05 | Time: 2220.52 ms [2022-02-13 02:30:45 main:574] : INFO : Epoch 1950 | loss: 3.94702e-05 | val_loss: 4.29323e-05 | Time: 2246.21 ms [2022-02-13 02:30:48 main:574] : INFO : Epoch 1951 | loss: 3.9358e-05 | val_loss: 4.72608e-05 | Time: 2222.93 ms [2022-02-13 02:30:50 main:574] : INFO : Epoch 1952 | loss: 3.69649e-05 | val_loss: 4.2694e-05 | Time: 2194.1 ms [2022-02-13 02:30:52 main:574] : INFO : Epoch 1953 | loss: 3.62282e-05 | val_loss: 4.01598e-05 | Time: 2200.91 ms [2022-02-13 02:30:54 main:574] : INFO : Epoch 1954 | loss: 3.60626e-05 | val_loss: 4.06349e-05 | Time: 2189.14 ms [2022-02-13 02:30:56 main:574] : INFO : Epoch 1955 | loss: 3.68519e-05 | val_loss: 4.28842e-05 | Time: 2155.8 ms [2022-02-13 02:30:58 main:574] : INFO : Epoch 1956 | loss: 3.78944e-05 | val_loss: 4.23675e-05 | Time: 2163.22 ms [2022-02-13 02:31:01 main:574] : INFO : Epoch 1957 | loss: 3.52019e-05 | val_loss: 4.12397e-05 | Time: 2251.9 ms [2022-02-13 02:31:03 main:574] : INFO : Epoch 1958 | loss: 3.59229e-05 | val_loss: 4.18899e-05 | Time: 2172.78 ms [2022-02-13 02:31:05 main:574] : INFO : Epoch 1959 | loss: 3.60153e-05 | val_loss: 4.34448e-05 | Time: 2191.03 ms [2022-02-13 02:31:07 main:574] : INFO : Epoch 1960 | loss: 3.54246e-05 | val_loss: 4.01419e-05 | Time: 2199.95 ms [2022-02-13 02:31:10 main:574] : INFO : Epoch 1961 | loss: 3.54193e-05 | val_loss: 4.00116e-05 | Time: 2185.11 ms [2022-02-13 02:31:12 main:574] : INFO : Epoch 1962 | loss: 3.66329e-05 | val_loss: 3.9362e-05 | Time: 2170.14 ms [2022-02-13 02:31:14 main:574] : INFO : Epoch 1963 | loss: 3.56601e-05 | val_loss: 4.00613e-05 | Time: 2190.37 ms [2022-02-13 02:31:16 main:574] : INFO : Epoch 1964 | loss: 3.70797e-05 | val_loss: 4.20562e-05 | Time: 2182.32 ms [2022-02-13 02:31:18 main:574] : INFO : Epoch 1965 | loss: 3.57172e-05 | val_loss: 4.16163e-05 | Time: 2121.36 ms [2022-02-13 02:31:20 main:574] : INFO : Epoch 1966 | loss: 3.45879e-05 | val_loss: 4.00886e-05 | Time: 2147.41 ms [2022-02-13 02:31:22 main:574] : INFO : Epoch 1967 | loss: 3.41238e-05 | val_loss: 4.17647e-05 | Time: 2130.38 ms [2022-02-13 02:31:25 main:574] : INFO : Epoch 1968 | loss: 3.52941e-05 | val_loss: 4.9043e-05 | Time: 2181.5 ms [2022-02-13 02:31:27 main:574] : INFO : Epoch 1969 | loss: 3.59514e-05 | val_loss: 3.87018e-05 | Time: 2210.16 ms [2022-02-13 02:31:29 main:574] : INFO : Epoch 1970 | loss: 3.47428e-05 | val_loss: 3.99352e-05 | Time: 2105.31 ms [2022-02-13 02:31:31 main:574] : INFO : Epoch 1971 | loss: 3.49148e-05 | val_loss: 4.1781e-05 | Time: 2197.35 ms [2022-02-13 02:31:33 main:574] : INFO : Epoch 1972 | loss: 3.49282e-05 | val_loss: 4.18988e-05 | Time: 2189.87 ms [2022-02-13 02:31:36 main:574] : INFO : Epoch 1973 | loss: 3.56927e-05 | val_loss: 5.20297e-05 | Time: 2133.88 ms [2022-02-13 02:31:38 main:574] : INFO : Epoch 1974 | loss: 3.75884e-05 | val_loss: 4.29791e-05 | Time: 2115.55 ms [2022-02-13 02:31:40 main:574] : INFO : Epoch 1975 | loss: 3.50279e-05 | val_loss: 3.74952e-05 | Time: 2141.41 ms [2022-02-13 02:31:42 main:574] : INFO : Epoch 1976 | loss: 3.39618e-05 | val_loss: 3.88463e-05 | Time: 2110.01 ms [2022-02-13 02:31:44 main:574] : INFO : Epoch 1977 | loss: 3.50537e-05 | val_loss: 4.43696e-05 | Time: 2096.29 ms [2022-02-13 02:31:46 main:574] : INFO : Epoch 1978 | loss: 3.75779e-05 | val_loss: 4.68262e-05 | Time: 2150.17 ms [2022-02-13 02:31:48 main:574] : INFO : Epoch 1979 | loss: 4.33141e-05 | val_loss: 5.12867e-05 | Time: 2195.77 ms [2022-02-13 02:31:50 main:574] : INFO : Epoch 1980 | loss: 0.000497097 | val_loss: 0.00045149 | Time: 2100.06 ms [2022-02-13 02:31:53 main:574] : INFO : Epoch 1981 | loss: 0.000252818 | val_loss: 0.000138944 | Time: 2124.84 ms [2022-02-13 02:31:55 main:574] : INFO : Epoch 1982 | loss: 0.000107176 | val_loss: 8.37831e-05 | Time: 2196.98 ms [2022-02-13 02:31:57 main:574] : INFO : Epoch 1983 | loss: 6.9223e-05 | val_loss: 6.00316e-05 | Time: 2117.3 ms [2022-02-13 02:31:59 main:574] : INFO : Epoch 1984 | loss: 5.40642e-05 | val_loss: 5.17498e-05 | Time: 2125.54 ms [2022-02-13 02:32:01 main:574] : INFO : Epoch 1985 | loss: 4.85298e-05 | val_loss: 4.85239e-05 | Time: 2127.86 ms [2022-02-13 02:32:03 main:574] : INFO : Epoch 1986 | loss: 4.32058e-05 | val_loss: 4.54262e-05 | Time: 2148.96 ms [2022-02-13 02:32:05 main:574] : INFO : Epoch 1987 | loss: 3.86579e-05 | val_loss: 4.4581e-05 | Time: 2133.73 ms [2022-02-13 02:32:08 main:574] : INFO : Epoch 1988 | loss: 3.78522e-05 | val_loss: 4.2317e-05 | Time: 2156.29 ms [2022-02-13 02:32:10 main:574] : INFO : Epoch 1989 | loss: 3.67875e-05 | val_loss: 4.07001e-05 | Time: 2132.69 ms [2022-02-13 02:32:12 main:574] : INFO : Epoch 1990 | loss: 3.58421e-05 | val_loss: 4.22381e-05 | Time: 2098.02 ms [2022-02-13 02:32:14 main:574] : INFO : Epoch 1991 | loss: 3.7381e-05 | val_loss: 4.10061e-05 | Time: 2123.55 ms [2022-02-13 02:32:16 main:574] : INFO : Epoch 1992 | loss: 3.68888e-05 | val_loss: 4.04216e-05 | Time: 2101.85 ms [2022-02-13 02:32:18 main:574] : INFO : Epoch 1993 | loss: 3.57895e-05 | val_loss: 3.90938e-05 | Time: 2107.14 ms [2022-02-13 02:32:20 main:574] : INFO : Epoch 1994 | loss: 3.58574e-05 | val_loss: 4.008e-05 | Time: 2090.35 ms [2022-02-13 02:32:22 main:574] : INFO : Epoch 1995 | loss: 3.49757e-05 | val_loss: 3.86543e-05 | Time: 2088.81 ms [2022-02-13 02:32:25 main:574] : INFO : Epoch 1996 | loss: 3.54447e-05 | val_loss: 4.18405e-05 | Time: 2122.53 ms [2022-02-13 02:32:27 main:574] : INFO : Epoch 1997 | loss: 3.72191e-05 | val_loss: 3.97897e-05 | Time: 2122.95 ms [2022-02-13 02:32:29 main:574] : INFO : Epoch 1998 | loss: 3.74215e-05 | val_loss: 4.37481e-05 | Time: 2158.76 ms [2022-02-13 02:32:31 main:574] : INFO : Epoch 1999 | loss: 3.6664e-05 | val_loss: 4.28552e-05 | Time: 2103.06 ms [2022-02-13 02:32:33 main:574] : INFO : Epoch 2000 | loss: 3.55215e-05 | val_loss: 3.97615e-05 | Time: 2171.79 ms [2022-02-13 02:32:35 main:574] : INFO : Epoch 2001 | loss: 3.45999e-05 | val_loss: 3.81901e-05 | Time: 2134.47 ms [2022-02-13 02:32:37 main:574] : INFO : Epoch 2002 | loss: 3.40319e-05 | val_loss: 3.93484e-05 | Time: 2118.14 ms [2022-02-13 02:32:40 main:574] : INFO : Epoch 2003 | loss: 3.4383e-05 | val_loss: 3.85738e-05 | Time: 2117.94 ms [2022-02-13 02:32:42 main:574] : INFO : Epoch 2004 | loss: 4.02369e-05 | val_loss: 4.40536e-05 | Time: 2173.77 ms [2022-02-13 02:32:44 main:574] : INFO : Epoch 2005 | loss: 4.03355e-05 | val_loss: 4.12462e-05 | Time: 2073.35 ms [2022-02-13 02:32:46 main:574] : INFO : Epoch 2006 | loss: 3.6477e-05 | val_loss: 4.40584e-05 | Time: 2114.2 ms [2022-02-13 02:32:48 main:574] : INFO : Epoch 2007 | loss: 3.59866e-05 | val_loss: 3.81275e-05 | Time: 2104.81 ms [2022-02-13 02:32:50 main:574] : INFO : Epoch 2008 | loss: 3.61202e-05 | val_loss: 3.87458e-05 | Time: 2168.17 ms [2022-02-13 02:32:52 main:574] : INFO : Epoch 2009 | loss: 3.81692e-05 | val_loss: 4.78797e-05 | Time: 2114.59 ms [2022-02-13 02:32:54 main:574] : INFO : Epoch 2010 | loss: 4.3249e-05 | val_loss: 4.62436e-05 | Time: 2114.03 ms [2022-02-13 02:32:57 main:574] : INFO : Epoch 2011 | loss: 3.88084e-05 | val_loss: 4.22341e-05 | Time: 2136.05 ms [2022-02-13 02:32:59 main:574] : INFO : Epoch 2012 | loss: 3.80198e-05 | val_loss: 4.22843e-05 | Time: 2165.84 ms [2022-02-13 02:33:01 main:574] : INFO : Epoch 2013 | loss: 3.84359e-05 | val_loss: 4.17248e-05 | Time: 2206.98 ms [2022-02-13 02:33:03 main:574] : INFO : Epoch 2014 | loss: 3.98575e-05 | val_loss: 4.26213e-05 | Time: 2201.52 ms [2022-02-13 02:33:05 main:574] : INFO : Epoch 2015 | loss: 3.77022e-05 | val_loss: 4.1442e-05 | Time: 2178.97 ms [2022-02-13 02:33:08 main:574] : INFO : Epoch 2016 | loss: 3.67765e-05 | val_loss: 4.19337e-05 | Time: 2237.68 ms [2022-02-13 02:33:10 main:574] : INFO : Epoch 2017 | loss: 3.51983e-05 | val_loss: 4.17198e-05 | Time: 2218.79 ms [2022-02-13 02:33:12 main:574] : INFO : Epoch 2018 | loss: 3.64436e-05 | val_loss: 4.01021e-05 | Time: 2250.57 ms [2022-02-13 02:33:14 main:574] : INFO : Epoch 2019 | loss: 3.53901e-05 | val_loss: 4.22764e-05 | Time: 2245.1 ms [2022-02-13 02:33:17 main:574] : INFO : Epoch 2020 | loss: 3.48897e-05 | val_loss: 3.98074e-05 | Time: 2193.68 ms [2022-02-13 02:33:19 main:574] : INFO : Epoch 2021 | loss: 3.44208e-05 | val_loss: 4.18614e-05 | Time: 2191.89 ms [2022-02-13 02:33:21 main:574] : INFO : Epoch 2022 | loss: 3.41642e-05 | val_loss: 3.83083e-05 | Time: 2188.55 ms [2022-02-13 02:33:23 main:574] : INFO : Epoch 2023 | loss: 3.44764e-05 | val_loss: 3.87165e-05 | Time: 2112.47 ms [2022-02-13 02:33:25 main:574] : INFO : Epoch 2024 | loss: 3.56368e-05 | val_loss: 4.1539e-05 | Time: 2213.46 ms [2022-02-13 02:33:27 main:574] : INFO : Epoch 2025 | loss: 3.46317e-05 | val_loss: 4.08004e-05 | Time: 2136.72 ms [2022-02-13 02:33:30 main:574] : INFO : Epoch 2026 | loss: 3.47865e-05 | val_loss: 4.03354e-05 | Time: 2129.12 ms [2022-02-13 02:33:32 main:574] : INFO : Epoch 2027 | loss: 3.36168e-05 | val_loss: 3.83537e-05 | Time: 2170.36 ms [2022-02-13 02:33:34 main:574] : INFO : Epoch 2028 | loss: 3.28058e-05 | val_loss: 3.80328e-05 | Time: 2245.36 ms [2022-02-13 02:33:36 main:574] : INFO : Epoch 2029 | loss: 3.3853e-05 | val_loss: 3.88433e-05 | Time: 2264.72 ms [2022-02-13 02:33:39 main:574] : INFO : Epoch 2030 | loss: 3.43129e-05 | val_loss: 4.13558e-05 | Time: 2220.31 ms [2022-02-13 02:33:41 main:574] : INFO : Epoch 2031 | loss: 3.92874e-05 | val_loss: 4.62708e-05 | Time: 2168.26 ms [2022-02-13 02:33:43 main:574] : INFO : Epoch 2032 | loss: 3.99679e-05 | val_loss: 4.15212e-05 | Time: 2241.14 ms [2022-02-13 02:33:45 main:574] : INFO : Epoch 2033 | loss: 3.50706e-05 | val_loss: 3.75845e-05 | Time: 2178.39 ms [2022-02-13 02:33:47 main:574] : INFO : Epoch 2034 | loss: 3.31895e-05 | val_loss: 3.81716e-05 | Time: 2197.65 ms [2022-02-13 02:33:50 main:574] : INFO : Epoch 2035 | loss: 3.34605e-05 | val_loss: 3.82146e-05 | Time: 2228.31 ms [2022-02-13 02:33:52 main:574] : INFO : Epoch 2036 | loss: 3.57247e-05 | val_loss: 3.80241e-05 | Time: 2204.49 ms [2022-02-13 02:33:54 main:574] : INFO : Epoch 2037 | loss: 0.00163085 | val_loss: 0.00183279 | Time: 2218.72 ms [2022-02-13 02:33:56 main:574] : INFO : Epoch 2038 | loss: 0.000963272 | val_loss: 0.000682018 | Time: 2259.71 ms [2022-02-13 02:33:59 main:574] : INFO : Epoch 2039 | loss: 0.000340426 | val_loss: 0.000242438 | Time: 2220.48 ms [2022-02-13 02:34:01 main:574] : INFO : Epoch 2040 | loss: 0.000164156 | val_loss: 0.000125378 | Time: 2200.06 ms [2022-02-13 02:34:03 main:574] : INFO : Epoch 2041 | loss: 9.44277e-05 | val_loss: 0.000101201 | Time: 2234.42 ms [2022-02-13 02:34:05 main:574] : INFO : Epoch 2042 | loss: 7.64839e-05 | val_loss: 7.23052e-05 | Time: 2191.2 ms [2022-02-13 02:34:07 main:574] : INFO : Epoch 2043 | loss: 6.63384e-05 | val_loss: 6.61159e-05 | Time: 2221.19 ms [2022-02-13 02:34:10 main:574] : INFO : Epoch 2044 | loss: 5.39483e-05 | val_loss: 5.33235e-05 | Time: 2255.75 ms [2022-02-13 02:34:12 main:574] : INFO : Epoch 2045 | loss: 4.78373e-05 | val_loss: 5.2651e-05 | Time: 2185.49 ms [2022-02-13 02:34:14 main:574] : INFO : Epoch 2046 | loss: 4.6656e-05 | val_loss: 5.08003e-05 | Time: 2220.43 ms [2022-02-13 02:34:16 main:574] : INFO : Epoch 2047 | loss: 4.42606e-05 | val_loss: 4.77811e-05 | Time: 2221.99 ms [2022-02-13 02:34:18 main:574] : INFO : Epoch 2048 | loss: 4.21232e-05 | val_loss: 4.66979e-05 | Time: 2190.06 ms [2022-02-13 02:34:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 4.66979e-05 [2022-02-13 02:34:19 main:603] : INFO : Saving end state to config to file [2022-02-13 02:34:19 main:608] : INFO : Success, exiting.. 02:34:19 (14324): 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)