Task 10076881
| Name | ParityModified-1638638170-25022-1-0_0 |
| Workunit | 7452257 |
| Created | 21 Dec 2021, 8:16:22 UTC |
| Sent | 7 Jan 2022, 17:39:13 UTC |
| Report deadline | 15 Jan 2022, 17:39:13 UTC |
| Received | 8 Jan 2022, 13:15:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17991 |
| Run time | 1 hours 17 min 20 sec |
| CPU time | 1 hours 14 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.46 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0312179 | val_loss: 0.031216 | Time: 2260.8 ms [2022-01-08 05:56:36 main:574] : INFO : Epoch 1543 | loss: 0.0312226 | val_loss: 0.0312227 | Time: 1496.91 ms [2022-01-08 05:56:39 main:574] : INFO : Epoch 1544 | loss: 0.0312232 | val_loss: 0.0312146 | Time: 2188.09 ms [2022-01-08 05:56:41 main:574] : INFO : Epoch 1545 | loss: 0.0312172 | val_loss: 0.031214 | Time: 2193.66 ms [2022-01-08 05:56:43 main:574] : INFO : Epoch 1546 | loss: 0.0312176 | val_loss: 0.0312167 | Time: 2229.04 ms [2022-01-08 05:56:45 main:574] : INFO : Epoch 1547 | loss: 0.0312172 | val_loss: 0.0312158 | Time: 2184.83 ms [2022-01-08 05:56:48 main:574] : INFO : Epoch 1548 | loss: 0.031217 | val_loss: 0.0312166 | Time: 2229.53 ms [2022-01-08 05:56:50 main:574] : INFO : Epoch 1549 | loss: 0.0312164 | val_loss: 0.0312138 | Time: 2265.13 ms [2022-01-08 05:56:52 main:574] : INFO : Epoch 1550 | loss: 0.0312153 | val_loss: 0.0312139 | Time: 2290.77 ms [2022-01-08 05:56:54 main:574] : INFO : Epoch 1551 | loss: 0.0312148 | val_loss: 0.0312171 | Time: 2256.86 ms [2022-01-08 05:56:56 main:574] : INFO : Epoch 1552 | loss: 0.0312197 | val_loss: 0.0312139 | Time: 1662.41 ms [2022-01-08 05:56:58 main:574] : INFO : Epoch 1553 | loss: 0.0312168 | val_loss: 0.0312165 | Time: 2092.92 ms [2022-01-08 05:57:00 main:574] : INFO : Epoch 1554 | loss: 0.0312148 | val_loss: 0.0312148 | Time: 2241.98 ms [2022-01-08 05:57:03 main:574] : INFO : Epoch 1555 | loss: 0.0312154 | val_loss: 0.0312144 | Time: 2292.52 ms [2022-01-08 05:57:05 main:574] : INFO : Epoch 1556 | loss: 0.0312155 | val_loss: 0.0312135 | Time: 2260.43 ms [2022-01-08 05:57:07 main:574] : INFO : Epoch 1557 | loss: 0.0312159 | val_loss: 0.0312182 | Time: 2125.06 ms [2022-01-08 05:57:09 main:574] : INFO : Epoch 1558 | loss: 0.031216 | val_loss: 0.0312142 | Time: 2225.66 ms [2022-01-08 05:57:12 main:574] : INFO : Epoch 1559 | loss: 0.0312156 | val_loss: 0.031217 | Time: 2243.59 ms [2022-01-08 05:57:14 main:574] : INFO : Epoch 1560 | loss: 0.031219 | val_loss: 0.0312184 | Time: 2245.25 ms [2022-01-08 05:57:16 main:574] : INFO : Epoch 1561 | loss: 0.0312159 | val_loss: 0.0312135 | Time: 1876.07 ms [2022-01-08 05:57:18 main:574] : INFO : Epoch 1562 | loss: 0.0312165 | val_loss: 0.0312142 | Time: 1924.8 ms [2022-01-08 05:57:20 main:574] : INFO : Epoch 1563 | loss: 0.0312186 | val_loss: 0.0312168 | Time: 2188.07 ms [2022-01-08 05:57:22 main:574] : INFO : Epoch 1564 | loss: 0.031217 | val_loss: 0.0312139 | Time: 2261.24 ms [2022-01-08 05:57:24 main:574] : INFO : Epoch 1565 | loss: 0.0312152 | val_loss: 0.0312194 | Time: 2212.76 ms [2022-01-08 05:57:27 main:574] : INFO : Epoch 1566 | loss: 0.0312161 | val_loss: 0.0312133 | Time: 2253.42 ms [2022-01-08 05:57:29 main:574] : INFO : Epoch 1567 | loss: 0.031216 | val_loss: 0.0312199 | Time: 2283.77 ms [2022-01-08 05:57:31 main:574] : INFO : Epoch 1568 | loss: 0.0312163 | val_loss: 0.0312137 | Time: 2342.46 ms [2022-01-08 05:57:34 main:574] : INFO : Epoch 1569 | loss: 0.0312154 | val_loss: 0.0312185 | Time: 2211.38 ms [2022-01-08 05:57:36 main:574] : INFO : Epoch 1570 | loss: 0.0312193 | val_loss: 0.0312167 | Time: 2039.43 ms [2022-01-08 05:57:37 main:574] : INFO : Epoch 1571 | loss: 0.0312168 | val_loss: 0.0312164 | Time: 1753.37 ms [2022-01-08 05:57:40 main:574] : INFO : Epoch 1572 | loss: 0.0312174 | val_loss: 0.0312144 | Time: 2276.49 ms [2022-01-08 05:57:42 main:574] : INFO : Epoch 1573 | loss: 0.031215 | val_loss: 0.0312167 | Time: 2173.59 ms [2022-01-08 05:57:44 main:574] : INFO : Epoch 1574 | loss: 0.031215 | val_loss: 0.031217 | Time: 2234.77 ms [2022-01-08 05:57:46 main:574] : INFO : Epoch 1575 | loss: 0.0312149 | val_loss: 0.0312139 | Time: 2259.55 ms [2022-01-08 05:57:49 main:574] : INFO : Epoch 1576 | loss: 0.031215 | val_loss: 0.0312232 | Time: 2246.89 ms [2022-01-08 05:57:51 main:574] : INFO : Epoch 1577 | loss: 0.0312182 | val_loss: 0.031213 | Time: 2259.55 ms [2022-01-08 05:57:53 main:574] : INFO : Epoch 1578 | loss: 0.0312138 | val_loss: 0.0312133 | Time: 2288.6 ms [2022-01-08 05:57:55 main:574] : INFO : Epoch 1579 | loss: 0.0312132 | val_loss: 0.0312134 | Time: 2146.78 ms [2022-01-08 05:57:58 main:574] : INFO : Epoch 1580 | loss: 0.0312126 | val_loss: 0.0312152 | Time: 2061.93 ms [2022-01-08 05:58:00 main:574] : INFO : Epoch 1581 | loss: 0.0312131 | val_loss: 0.0312128 | Time: 2248 ms [2022-01-08 05:58:02 main:574] : INFO : Epoch 1582 | loss: 0.0312174 | val_loss: 0.0312152 | Time: 2254.13 ms [2022-01-08 05:58:04 main:574] : INFO : Epoch 1583 | loss: 0.0312169 | val_loss: 0.0312144 | Time: 2228.48 ms [2022-01-08 05:58:06 main:574] : INFO : Epoch 1584 | loss: 0.0312131 | val_loss: 0.031214 | Time: 2211.91 ms [2022-01-08 05:58:09 main:574] : INFO : Epoch 1585 | loss: 0.0312153 | val_loss: 0.0312191 | Time: 2250.37 ms [2022-01-08 05:58:11 main:574] : INFO : Epoch 1586 | loss: 0.031214 | val_loss: 0.0312129 | Time: 2325.29 ms [2022-01-08 05:58:13 main:574] : INFO : Epoch 1587 | loss: 0.0312139 | val_loss: 0.0312135 | Time: 2272.77 ms [2022-01-08 05:58:16 main:574] : INFO : Epoch 1588 | loss: 0.0312175 | val_loss: 0.0312146 | Time: 2122.86 ms [2022-01-08 05:58:17 main:574] : INFO : Epoch 1589 | loss: 0.0312149 | val_loss: 0.0312152 | Time: 1690.32 ms [2022-01-08 05:58:19 main:574] : INFO : Epoch 1590 | loss: 0.0312136 | val_loss: 0.0312139 | Time: 2164.12 ms [2022-01-08 05:58:22 main:574] : INFO : Epoch 1591 | loss: 0.0312149 | val_loss: 0.0312227 | Time: 2226.66 ms [2022-01-08 05:58:24 main:574] : INFO : Epoch 1592 | loss: 0.0312156 | val_loss: 0.0312131 | Time: 2253.87 ms [2022-01-08 05:58:26 main:574] : INFO : Epoch 1593 | loss: 0.0312146 | val_loss: 0.0312168 | Time: 2241.93 ms [2022-01-08 05:58:28 main:574] : INFO : Epoch 1594 | loss: 0.0312169 | val_loss: 0.0312151 | Time: 2283.2 ms [2022-01-08 05:58:31 main:574] : INFO : Epoch 1595 | loss: 0.0312154 | val_loss: 0.0312166 | Time: 2096.41 ms [2022-01-08 05:58:33 main:574] : INFO : Epoch 1596 | loss: 0.0312146 | val_loss: 0.0312137 | Time: 2239.33 ms [2022-01-08 05:58:35 main:574] : INFO : Epoch 1597 | loss: 0.0312135 | val_loss: 0.0312127 | Time: 2260.24 ms [2022-01-08 05:58:37 main:574] : INFO : Epoch 1598 | loss: 0.0312128 | val_loss: 0.0312144 | Time: 1541.24 ms [2022-01-08 05:58:39 main:574] : INFO : Epoch 1599 | loss: 0.031214 | val_loss: 0.0312125 | Time: 2175.34 ms [2022-01-08 05:58:41 main:574] : INFO : Epoch 1600 | loss: 0.0312123 | val_loss: 0.0312144 | Time: 2258.2 ms [2022-01-08 05:58:43 main:574] : INFO : Epoch 1601 | loss: 0.0312133 | val_loss: 0.0312126 | Time: 2223.96 ms [2022-01-08 05:58:46 main:574] : INFO : Epoch 1602 | loss: 0.031213 | val_loss: 0.0312191 | Time: 2234.99 ms [2022-01-08 05:58:48 main:574] : INFO : Epoch 1603 | loss: 0.0312161 | val_loss: 0.0312255 | Time: 2147.52 ms [2022-01-08 05:58:50 main:574] : INFO : Epoch 1604 | loss: 0.0312169 | val_loss: 0.0312182 | Time: 2180.98 ms [2022-01-08 05:58:52 main:574] : INFO : Epoch 1605 | loss: 0.0312178 | val_loss: 0.0312205 | Time: 2213.17 ms [2022-01-08 05:58:55 main:574] : INFO : Epoch 1606 | loss: 0.0312162 | val_loss: 0.0312162 | Time: 2380.08 ms [2022-01-08 05:58:56 main:574] : INFO : Epoch 1607 | loss: 0.0312176 | val_loss: 0.031216 | Time: 1638.98 ms [2022-01-08 05:58:58 main:574] : INFO : Epoch 1608 | loss: 0.0312135 | val_loss: 0.0312135 | Time: 2138.13 ms [2022-01-08 05:59:01 main:574] : INFO : Epoch 1609 | loss: 0.0312137 | val_loss: 0.0312123 | Time: 2172.98 ms [2022-01-08 05:59:03 main:574] : INFO : Epoch 1610 | loss: 0.0312151 | val_loss: 0.0312162 | Time: 2281.72 ms [2022-01-08 05:59:05 main:574] : INFO : Epoch 1611 | loss: 0.0312151 | val_loss: 0.0312126 | Time: 2270.29 ms [2022-01-08 05:59:07 main:574] : INFO : Epoch 1612 | loss: 0.0312148 | val_loss: 0.0312187 | Time: 2215.28 ms [2022-01-08 05:59:10 main:574] : INFO : Epoch 1613 | loss: 0.0312146 | val_loss: 0.0312129 | Time: 2205.21 ms [2022-01-08 05:59:12 main:574] : INFO : Epoch 1614 | loss: 0.0312133 | val_loss: 0.0312148 | Time: 2262.63 ms [2022-01-08 05:59:14 main:574] : INFO : Epoch 1615 | loss: 0.0312155 | val_loss: 0.0312129 | Time: 2227.46 ms [2022-01-08 05:59:16 main:574] : INFO : Epoch 1616 | loss: 0.0312134 | val_loss: 0.031213 | Time: 1836.57 ms [2022-01-08 05:59:18 main:574] : INFO : Epoch 1617 | loss: 0.0312143 | val_loss: 0.0312147 | Time: 1903.58 ms [2022-01-08 05:59:20 main:574] : INFO : Epoch 1618 | loss: 0.0312137 | val_loss: 0.0312187 | Time: 2202.29 ms [2022-01-08 05:59:22 main:574] : INFO : Epoch 1619 | loss: 0.0312124 | val_loss: 0.0312131 | Time: 2212.78 ms [2022-01-08 05:59:24 main:574] : INFO : Epoch 1620 | loss: 0.0312147 | val_loss: 0.0312158 | Time: 2178.36 ms [2022-01-08 05:59:27 main:574] : INFO : Epoch 1621 | loss: 0.0312181 | val_loss: 0.0312144 | Time: 2193.47 ms [2022-01-08 05:59:29 main:574] : INFO : Epoch 1622 | loss: 0.0312143 | val_loss: 0.0312137 | Time: 2253.66 ms [2022-01-08 05:59:31 main:574] : INFO : Epoch 1623 | loss: 0.0312133 | val_loss: 0.0312133 | Time: 2297.44 ms [2022-01-08 05:59:33 main:574] : INFO : Epoch 1624 | loss: 0.0312155 | val_loss: 0.031213 | Time: 2198.85 ms [2022-01-08 05:59:36 main:574] : INFO : Epoch 1625 | loss: 0.031213 | val_loss: 0.0312151 | Time: 2076.68 ms [2022-01-08 05:59:37 main:574] : INFO : Epoch 1626 | loss: 0.0312155 | val_loss: 0.031213 | Time: 1667.54 ms [2022-01-08 05:59:40 main:574] : INFO : Epoch 1627 | loss: 0.0312156 | val_loss: 0.0312152 | Time: 2269.14 ms [2022-01-08 05:59:42 main:574] : INFO : Epoch 1628 | loss: 0.0312136 | val_loss: 0.0312125 | Time: 2098.22 ms [2022-01-08 05:59:44 main:574] : INFO : Epoch 1629 | loss: 0.0312151 | val_loss: 0.0312137 | Time: 2219.28 ms [2022-01-08 05:59:46 main:574] : INFO : Epoch 1630 | loss: 0.0312144 | val_loss: 0.0312122 | Time: 2209.06 ms [2022-01-08 05:59:48 main:574] : INFO : Epoch 1631 | loss: 0.0312135 | val_loss: 0.0312152 | Time: 2265.3 ms [2022-01-08 05:59:51 main:574] : INFO : Epoch 1632 | loss: 0.0312121 | val_loss: 0.0312139 | Time: 2268.36 ms [2022-01-08 05:59:53 main:574] : INFO : Epoch 1633 | loss: 0.031214 | val_loss: 0.0312164 | Time: 2275.71 ms [2022-01-08 05:59:55 main:574] : INFO : Epoch 1634 | loss: 0.0312133 | val_loss: 0.0312173 | Time: 2200.43 ms [2022-01-08 05:59:57 main:574] : INFO : Epoch 1635 | loss: 0.031212 | val_loss: 0.031213 | Time: 1545.32 ms [2022-01-08 05:59:59 main:574] : INFO : Epoch 1636 | loss: 0.031214 | val_loss: 0.0312143 | Time: 2251.77 ms [2022-01-08 06:00:01 main:574] : INFO : Epoch 1637 | loss: 0.0312138 | val_loss: 0.031217 | Time: 2271.19 ms [2022-01-08 06:00:04 main:574] : INFO : Epoch 1638 | loss: 0.0312136 | val_loss: 0.0312153 | Time: 2237.36 ms [2022-01-08 06:00:06 main:574] : INFO : Epoch 1639 | loss: 0.0312157 | val_loss: 0.0312163 | Time: 2216.63 ms [2022-01-08 06:00:08 main:574] : INFO : Epoch 1640 | loss: 0.0312131 | val_loss: 0.0312137 | Time: 2265.83 ms [2022-01-08 06:00:10 main:574] : INFO : Epoch 1641 | loss: 0.0312128 | val_loss: 0.0312195 | Time: 2223.38 ms [2022-01-08 06:00:12 main:574] : INFO : Epoch 1642 | loss: 0.0312166 | val_loss: 0.0312169 | Time: 2157.08 ms [2022-01-08 06:00:15 main:574] : INFO : Epoch 1643 | loss: 0.0312144 | val_loss: 0.031218 | Time: 2188.2 ms [2022-01-08 06:00:16 main:574] : INFO : Epoch 1644 | loss: 0.0312153 | val_loss: 0.0312139 | Time: 1654.8 ms [2022-01-08 06:00:18 main:574] : INFO : Epoch 1645 | loss: 0.0312131 | val_loss: 0.0312172 | Time: 2093.62 ms [2022-01-08 06:00:21 main:574] : INFO : Epoch 1646 | loss: 0.0312133 | val_loss: 0.0312128 | Time: 2478.87 ms [2022-01-08 06:00:23 main:574] : INFO : Epoch 1647 | loss: 0.0312142 | val_loss: 0.0312165 | Time: 2188.68 ms [2022-01-08 06:00:25 main:574] : INFO : Epoch 1648 | loss: 0.0312171 | val_loss: 0.0312167 | Time: 2241.76 ms [2022-01-08 06:00:28 main:574] : INFO : Epoch 1649 | loss: 0.0312135 | val_loss: 0.0312139 | Time: 2135.71 ms [2022-01-08 06:00:30 main:574] : INFO : Epoch 1650 | loss: 0.0312122 | val_loss: 0.0312153 | Time: 2270.31 ms [2022-01-08 06:00:32 main:574] : INFO : Epoch 1651 | loss: 0.0312175 | val_loss: 0.0312159 | Time: 2291.91 ms [2022-01-08 06:00:34 main:574] : INFO : Epoch 1652 | loss: 0.0312123 | val_loss: 0.0312139 | Time: 2202.34 ms [2022-01-08 06:00:36 main:574] : INFO : Epoch 1653 | loss: 0.0312129 | val_loss: 0.0312175 | Time: 1794.52 ms [2022-01-08 06:00:38 main:574] : INFO : Epoch 1654 | loss: 0.031215 | val_loss: 0.0312149 | Time: 1969.01 ms [2022-01-08 06:00:40 main:574] : INFO : Epoch 1655 | loss: 0.0312128 | val_loss: 0.0312132 | Time: 2234.24 ms [2022-01-08 06:00:43 main:574] : INFO : Epoch 1656 | loss: 0.0312124 | val_loss: 0.0312126 | Time: 2170.95 ms [2022-01-08 06:00:45 main:574] : INFO : Epoch 1657 | loss: 0.0312125 | val_loss: 0.0312128 | Time: 2225.49 ms [2022-01-08 06:00:47 main:574] : INFO : Epoch 1658 | loss: 0.0312156 | val_loss: 0.0312157 | Time: 2308.59 ms [2022-01-08 06:00:49 main:574] : INFO : Epoch 1659 | loss: 0.0312145 | val_loss: 0.0312128 | Time: 2236.79 ms [2022-01-08 06:00:52 main:574] : INFO : Epoch 1660 | loss: 0.0312117 | val_loss: 0.0312133 | Time: 2268.93 ms [2022-01-08 06:00:54 main:574] : INFO : Epoch 1661 | loss: 0.0312135 | val_loss: 0.0312191 | Time: 2210.49 ms [2022-01-08 06:00:56 main:574] : INFO : Epoch 1662 | loss: 0.0312118 | val_loss: 0.0312124 | Time: 1984.83 ms [2022-01-08 06:00:58 main:574] : INFO : Epoch 1663 | loss: 0.0312114 | val_loss: 0.031213 | Time: 1815 ms [2022-01-08 06:01:00 main:574] : INFO : Epoch 1664 | loss: 0.0312116 | val_loss: 0.0312132 | Time: 2263.77 ms [2022-01-08 06:01:02 main:574] : INFO : Epoch 1665 | loss: 0.0312127 | val_loss: 0.0312138 | Time: 2222.27 ms [2022-01-08 06:01:04 main:574] : INFO : Epoch 1666 | loss: 0.0312127 | val_loss: 0.0312135 | Time: 2200.62 ms [2022-01-08 06:01:07 main:574] : INFO : Epoch 1667 | loss: 0.0312112 | val_loss: 0.0312124 | Time: 2154.75 ms [2022-01-08 06:01:09 main:574] : INFO : Epoch 1668 | loss: 0.0312129 | val_loss: 0.0312197 | Time: 2245.48 ms [2022-01-08 06:01:11 main:574] : INFO : Epoch 1669 | loss: 0.0312154 | val_loss: 0.0312149 | Time: 2284.18 ms [2022-01-08 06:01:13 main:574] : INFO : Epoch 1670 | loss: 0.0312131 | val_loss: 0.031214 | Time: 2225.13 ms [2022-01-08 06:01:16 main:574] : INFO : Epoch 1671 | loss: 0.0312117 | val_loss: 0.0312131 | Time: 2179.49 ms [2022-01-08 06:01:17 main:574] : INFO : Epoch 1672 | loss: 0.0312124 | val_loss: 0.0312162 | Time: 1529.82 ms [2022-01-08 06:01:19 main:574] : INFO : Epoch 1673 | loss: 0.0312146 | val_loss: 0.031213 | Time: 2238.07 ms [2022-01-08 06:01:22 main:574] : INFO : Epoch 1674 | loss: 0.0312147 | val_loss: 0.0312183 | Time: 2269.53 ms [2022-01-08 06:01:24 main:574] : INFO : Epoch 1675 | loss: 0.031215 | val_loss: 0.0312198 | Time: 2272.07 ms [2022-01-08 06:01:26 main:574] : INFO : Epoch 1676 | loss: 0.0312175 | val_loss: 0.031216 | Time: 2232.02 ms [2022-01-08 06:01:28 main:574] : INFO : Epoch 1677 | loss: 0.0312126 | val_loss: 0.0312165 | Time: 2215.12 ms [2022-01-08 06:01:31 main:574] : INFO : Epoch 1678 | loss: 0.0312122 | val_loss: 0.0312203 | Time: 2235.52 ms [2022-01-08 06:01:33 main:574] : INFO : Epoch 1679 | loss: 0.0312143 | val_loss: 0.0312145 | Time: 2223.66 ms [2022-01-08 06:01:35 main:574] : INFO : Epoch 1680 | loss: 0.0312138 | val_loss: 0.0312193 | Time: 2208.81 ms [2022-01-08 06:01:37 main:574] : INFO : Epoch 1681 | loss: 0.0312142 | val_loss: 0.0312149 | Time: 1534.93 ms [2022-01-08 06:01:39 main:574] : INFO : Epoch 1682 | loss: 0.0312136 | val_loss: 0.0312128 | Time: 2277.24 ms [2022-01-08 06:01:41 main:574] : INFO : Epoch 1683 | loss: 0.0312123 | val_loss: 0.0312183 | Time: 2173.53 ms [2022-01-08 06:01:43 main:574] : INFO : Epoch 1684 | loss: 0.0312125 | val_loss: 0.0312205 | Time: 2196.49 ms [2022-01-08 06:01:46 main:574] : INFO : Epoch 1685 | loss: 0.0312133 | val_loss: 0.0312127 | Time: 2335.93 ms [2022-01-08 06:01:48 main:574] : INFO : Epoch 1686 | loss: 0.031212 | val_loss: 0.031221 | Time: 2272.05 ms [2022-01-08 06:01:50 main:574] : INFO : Epoch 1687 | loss: 0.0312139 | val_loss: 0.031214 | Time: 2216.79 ms [2022-01-08 06:01:53 main:574] : INFO : Epoch 1688 | loss: 0.0312126 | val_loss: 0.0312124 | Time: 2274 ms [2022-01-08 06:01:55 main:574] : INFO : Epoch 1689 | loss: 0.0312155 | val_loss: 0.0312132 | Time: 2246.77 ms [2022-01-08 06:01:56 main:574] : INFO : Epoch 1690 | loss: 0.0312128 | val_loss: 0.0312135 | Time: 1605.3 ms [2022-01-08 06:01:59 main:574] : INFO : Epoch 1691 | loss: 0.0312134 | val_loss: 0.0312147 | Time: 2081.49 ms [2022-01-08 06:02:01 main:574] : INFO : Epoch 1692 | loss: 0.0312139 | val_loss: 0.0312135 | Time: 2166.45 ms [2022-01-08 06:02:03 main:574] : INFO : Epoch 1693 | loss: 0.0312121 | val_loss: 0.0312131 | Time: 2251.88 ms [2022-01-08 06:02:05 main:574] : INFO : Epoch 1694 | loss: 0.031214 | val_loss: 0.0312163 | Time: 2230.15 ms [2022-01-08 06:02:07 main:574] : INFO : Epoch 1695 | loss: 0.0312121 | val_loss: 0.031213 | Time: 2196.22 ms [2022-01-08 06:02:10 main:574] : INFO : Epoch 1696 | loss: 0.0312114 | val_loss: 0.0312142 | Time: 2207.48 ms [2022-01-08 06:02:12 main:574] : INFO : Epoch 1697 | loss: 0.0312144 | val_loss: 0.0312192 | Time: 2204.83 ms [2022-01-08 06:02:14 main:574] : INFO : Epoch 1698 | loss: 0.0312136 | val_loss: 0.0312132 | Time: 2229.12 ms [2022-01-08 06:02:16 main:574] : INFO : Epoch 1699 | loss: 0.0312132 | val_loss: 0.0312132 | Time: 1965.29 ms [2022-01-08 06:02:18 main:574] : INFO : Epoch 1700 | loss: 0.0312116 | val_loss: 0.0312129 | Time: 1886.69 ms [2022-01-08 06:02:20 main:574] : INFO : Epoch 1701 | loss: 0.0312112 | val_loss: 0.0312136 | Time: 2200.13 ms [2022-01-08 06:02:22 main:574] : INFO : Epoch 1702 | loss: 0.0312111 | val_loss: 0.0312131 | Time: 2223.45 ms [2022-01-08 06:02:25 main:574] : INFO : Epoch 1703 | loss: 0.0312111 | val_loss: 0.031214 | Time: 2197.1 ms [2022-01-08 06:02:27 main:574] : INFO : Epoch 1704 | loss: 0.0312118 | val_loss: 0.0312166 | Time: 2193.35 ms [2022-01-08 06:02:29 main:574] : INFO : Epoch 1705 | loss: 0.0312121 | val_loss: 0.031214 | Time: 2202.87 ms [2022-01-08 06:02:31 main:574] : INFO : Epoch 1706 | loss: 0.0312125 | val_loss: 0.0312128 | Time: 2258.6 ms [2022-01-08 06:02:34 main:574] : INFO : Epoch 1707 | loss: 0.0312143 | val_loss: 0.0312127 | Time: 2312.74 ms [2022-01-08 06:02:36 main:574] : INFO : Epoch 1708 | loss: 0.0312132 | val_loss: 0.0312146 | Time: 2067.51 ms [2022-01-08 06:02:37 main:574] : INFO : Epoch 1709 | loss: 0.0312118 | val_loss: 0.0312133 | Time: 1622.87 ms [2022-01-08 06:02:40 main:574] : INFO : Epoch 1710 | loss: 0.0312118 | val_loss: 0.0312126 | Time: 2212.97 ms [2022-01-08 06:02:42 main:574] : INFO : Epoch 1711 | loss: 0.031212 | val_loss: 0.0312146 | Time: 2239.15 ms [2022-01-08 06:02:44 main:574] : INFO : Epoch 1712 | loss: 0.0312126 | val_loss: 0.0312166 | Time: 2223.87 ms [2022-01-08 06:02:46 main:574] : INFO : Epoch 1713 | loss: 0.0312159 | val_loss: 0.031214 | Time: 2274.8 ms [2022-01-08 06:02:49 main:574] : INFO : Epoch 1714 | loss: 0.0312144 | val_loss: 0.0312155 | Time: 2214.51 ms [2022-01-08 06:02:51 main:574] : INFO : Epoch 1715 | loss: 0.031214 | val_loss: 0.0312149 | Time: 2237.41 ms [2022-01-08 06:02:53 main:574] : INFO : Epoch 1716 | loss: 0.0312115 | val_loss: 0.0312135 | Time: 2261.17 ms [2022-01-08 06:02:55 main:574] : INFO : Epoch 1717 | loss: 0.0312108 | val_loss: 0.0312124 | Time: 2263.76 ms [2022-01-08 06:02:57 main:574] : INFO : Epoch 1718 | loss: 0.0312137 | val_loss: 0.0312286 | Time: 1481.25 ms [2022-01-08 06:02:59 main:574] : INFO : Epoch 1719 | loss: 0.031218 | val_loss: 0.0312173 | Time: 2276.38 ms [2022-01-08 06:03:01 main:574] : INFO : Epoch 1720 | loss: 0.0312139 | val_loss: 0.0312128 | Time: 2251.78 ms [2022-01-08 06:03:04 main:574] : INFO : Epoch 1721 | loss: 0.0312129 | val_loss: 0.0312123 | Time: 2271.33 ms [2022-01-08 06:03:06 main:574] : INFO : Epoch 1722 | loss: 0.0312152 | val_loss: 0.0312138 | Time: 2240.71 ms [2022-01-08 06:03:08 main:574] : INFO : Epoch 1723 | loss: 0.0312108 | val_loss: 0.0312153 | Time: 2196.79 ms [2022-01-08 06:03:10 main:574] : INFO : Epoch 1724 | loss: 0.0312126 | val_loss: 0.0312123 | Time: 2166.56 ms [2022-01-08 06:03:13 main:574] : INFO : Epoch 1725 | loss: 0.0312105 | val_loss: 0.0312129 | Time: 2203.93 ms [2022-01-08 06:03:15 main:574] : INFO : Epoch 1726 | loss: 0.0312134 | val_loss: 0.0312195 | Time: 2247.95 ms [2022-01-08 06:03:17 main:574] : INFO : Epoch 1727 | loss: 0.0312125 | val_loss: 0.0312145 | Time: 1660.25 ms [2022-01-08 06:03:19 main:574] : INFO : Epoch 1728 | loss: 0.0312114 | val_loss: 0.0312129 | Time: 2191.85 ms [2022-01-08 06:03:21 main:574] : INFO : Epoch 1729 | loss: 0.0312111 | val_loss: 0.0312128 | Time: 2231.42 ms [2022-01-08 06:03:23 main:574] : INFO : Epoch 1730 | loss: 0.031212 | val_loss: 0.0312162 | Time: 2275.12 ms [2022-01-08 06:03:26 main:574] : INFO : Epoch 1731 | loss: 0.0312144 | val_loss: 0.0312129 | Time: 2203.08 ms [2022-01-08 06:03:28 main:574] : INFO : Epoch 1732 | loss: 0.0312141 | val_loss: 0.0312136 | Time: 2216.86 ms [2022-01-08 06:03:30 main:574] : INFO : Epoch 1733 | loss: 0.0312113 | val_loss: 0.0312123 | Time: 2249.08 ms [2022-01-08 06:03:32 main:574] : INFO : Epoch 1734 | loss: 0.0312108 | val_loss: 0.0312133 | Time: 2244.91 ms [2022-01-08 06:03:35 main:574] : INFO : Epoch 1735 | loss: 0.0312116 | val_loss: 0.0312175 | Time: 2272.17 ms [2022-01-08 06:03:36 main:574] : INFO : Epoch 1736 | loss: 0.0312125 | val_loss: 0.0312202 | Time: 1780.77 ms [2022-01-08 06:03:38 main:574] : INFO : Epoch 1737 | loss: 0.0312136 | val_loss: 0.0312166 | Time: 1968.48 ms [2022-01-08 06:03:41 main:574] : INFO : Epoch 1738 | loss: 0.0312106 | val_loss: 0.0312143 | Time: 2189.54 ms [2022-01-08 06:03:43 main:574] : INFO : Epoch 1739 | loss: 0.0312107 | val_loss: 0.0312135 | Time: 2252.16 ms [2022-01-08 06:03:45 main:574] : INFO : Epoch 1740 | loss: 0.0312121 | val_loss: 0.0312134 | Time: 2214.87 ms [2022-01-08 06:03:47 main:574] : INFO : Epoch 1741 | loss: 0.0312119 | val_loss: 0.0312196 | Time: 2178.98 ms [2022-01-08 06:03:49 main:574] : INFO : Epoch 1742 | loss: 0.0312129 | val_loss: 0.0312131 | Time: 2271.64 ms [2022-01-08 06:03:52 main:574] : INFO : Epoch 1743 | loss: 0.0312107 | val_loss: 0.031213 | Time: 2219.14 ms [2022-01-08 06:03:54 main:574] : INFO : Epoch 1744 | loss: 0.0312121 | val_loss: 0.0312168 | Time: 2129.49 ms [2022-01-08 06:03:56 main:574] : INFO : Epoch 1745 | loss: 0.0312117 | val_loss: 0.0312134 | Time: 2044.24 ms [2022-01-08 06:03:58 main:574] : INFO : Epoch 1746 | loss: 0.0312105 | val_loss: 0.0312131 | Time: 1675.44 ms [2022-01-08 06:04:00 main:574] : INFO : Epoch 1747 | loss: 0.0312123 | val_loss: 0.0312131 | Time: 2372.61 ms [2022-01-08 06:04:02 main:574] : INFO : Epoch 1748 | loss: 0.0312144 | val_loss: 0.0312136 | Time: 2257.58 ms [2022-01-08 06:04:04 main:574] : INFO : Epoch 1749 | loss: 0.0312163 | val_loss: 0.0312173 | Time: 2193.95 ms [2022-01-08 06:04:07 main:574] : INFO : Epoch 1750 | loss: 0.0312118 | val_loss: 0.0312136 | Time: 2315.44 ms [2022-01-08 06:04:09 main:574] : INFO : Epoch 1751 | loss: 0.0312123 | val_loss: 0.0312123 | Time: 2204.3 ms [2022-01-08 06:04:11 main:574] : INFO : Epoch 1752 | loss: 0.0312111 | val_loss: 0.0312146 | Time: 2178.38 ms [2022-01-08 06:04:13 main:574] : INFO : Epoch 1753 | loss: 0.0312125 | val_loss: 0.0312154 | Time: 2191.3 ms [2022-01-08 06:04:16 main:574] : INFO : Epoch 1754 | loss: 0.0312146 | val_loss: 0.0312144 | Time: 2268.66 ms [2022-01-08 06:04:17 main:574] : INFO : Epoch 1755 | loss: 0.0312137 | val_loss: 0.0312154 | Time: 1558.01 ms [2022-01-08 06:04:19 main:574] : INFO : Epoch 1756 | loss: 0.0312132 | val_loss: 0.0312169 | Time: 2187.75 ms [2022-01-08 06:04:22 main:574] : INFO : Epoch 1757 | loss: 0.0312121 | val_loss: 0.031212 | Time: 2205.51 ms [2022-01-08 06:04:24 main:574] : INFO : Epoch 1758 | loss: 0.0312123 | val_loss: 0.0312148 | Time: 2275.5 ms [2022-01-08 06:04:26 main:574] : INFO : Epoch 1759 | loss: 0.0312121 | val_loss: 0.0312249 | Time: 2276.45 ms [2022-01-08 06:04:29 main:574] : INFO : Epoch 1760 | loss: 0.031216 | val_loss: 0.031218 | Time: 2213.63 ms [2022-01-08 06:04:31 main:574] : INFO : Epoch 1761 | loss: 0.031213 | val_loss: 0.0312154 | Time: 2151.99 ms [2022-01-08 06:04:33 main:574] : INFO : Epoch 1762 | loss: 0.0312109 | val_loss: 0.0312135 | Time: 2257.3 ms [2022-01-08 06:04:35 main:574] : INFO : Epoch 1763 | loss: 0.0312106 | val_loss: 0.031219 | Time: 2185.53 ms [2022-01-08 06:04:37 main:574] : INFO : Epoch 1764 | loss: 0.0312149 | val_loss: 0.0312168 | Time: 1538.8 ms [2022-01-08 06:04:39 main:574] : INFO : Epoch 1765 | loss: 0.0312151 | val_loss: 0.0312165 | Time: 2273.92 ms [2022-01-08 06:04:41 main:574] : INFO : Epoch 1766 | loss: 0.0312155 | val_loss: 0.0312153 | Time: 2239.1 ms [2022-01-08 06:04:43 main:574] : INFO : Epoch 1767 | loss: 0.0312118 | val_loss: 0.0312128 | Time: 2119.92 ms [2022-01-08 06:04:46 main:574] : INFO : Epoch 1768 | loss: 0.0312101 | val_loss: 0.0312129 | Time: 2278.05 ms [2022-01-08 06:04:48 main:574] : INFO : Epoch 1769 | loss: 0.0312109 | val_loss: 0.0312138 | Time: 2232.25 ms [2022-01-08 06:04:50 main:574] : INFO : Epoch 1770 | loss: 0.0312112 | val_loss: 0.0312122 | Time: 2213.86 ms [2022-01-08 06:04:52 main:574] : INFO : Epoch 1771 | loss: 0.0312108 | val_loss: 0.0312131 | Time: 2238.1 ms [2022-01-08 06:04:55 main:574] : INFO : Epoch 1772 | loss: 0.0312172 | val_loss: 0.0312228 | Time: 2272.23 ms [2022-01-08 06:04:57 main:574] : INFO : Epoch 1773 | loss: 0.0312116 | val_loss: 0.0312135 | Time: 2066.17 ms [2022-01-08 06:04:59 main:574] : INFO : Epoch 1774 | loss: 0.0312105 | val_loss: 0.0312139 | Time: 2136.11 ms [2022-01-08 06:05:01 main:574] : INFO : Epoch 1775 | loss: 0.0312099 | val_loss: 0.0312147 | Time: 2243.67 ms [2022-01-08 06:05:03 main:574] : INFO : Epoch 1776 | loss: 0.0312109 | val_loss: 0.0312158 | Time: 2248.53 ms [2022-01-08 06:05:06 main:574] : INFO : Epoch 1777 | loss: 0.0312118 | val_loss: 0.0312124 | Time: 2258.34 ms [2022-01-08 06:05:08 main:574] : INFO : Epoch 1778 | loss: 0.0312114 | val_loss: 0.0312181 | Time: 2257.57 ms [2022-01-08 06:05:10 main:574] : INFO : Epoch 1779 | loss: 0.0312116 | val_loss: 0.0312152 | Time: 2176.37 ms [2022-01-08 06:05:12 main:574] : INFO : Epoch 1780 | loss: 0.031211 | val_loss: 0.0312156 | Time: 2212.05 ms [2022-01-08 06:05:15 main:574] : INFO : Epoch 1781 | loss: 0.0312133 | val_loss: 0.0312187 | Time: 2194.52 ms [2022-01-08 06:05:16 main:574] : INFO : Epoch 1782 | loss: 0.0312123 | val_loss: 0.0312128 | Time: 1826.63 ms [2022-01-08 06:05:18 main:574] : INFO : Epoch 1783 | loss: 0.0312096 | val_loss: 0.0312118 | Time: 2059.82 ms [2022-01-08 06:05:21 main:574] : INFO : Epoch 1784 | loss: 0.0312106 | val_loss: 0.0312171 | Time: 2234.42 ms [2022-01-08 06:05:23 main:574] : INFO : Epoch 1785 | loss: 0.0312105 | val_loss: 0.0312139 | Time: 2220.59 ms [2022-01-08 06:05:25 main:574] : INFO : Epoch 1786 | loss: 0.0312117 | val_loss: 0.0312175 | Time: 2213.92 ms [2022-01-08 06:05:27 main:574] : INFO : Epoch 1787 | loss: 0.0312119 | val_loss: 0.0312129 | Time: 2171.29 ms [2022-01-08 06:05:30 main:574] : INFO : Epoch 1788 | loss: 0.0312111 | val_loss: 0.0312136 | Time: 2231.34 ms [2022-01-08 06:05:32 main:574] : INFO : Epoch 1789 | loss: 0.0312109 | val_loss: 0.031214 | Time: 2287.51 ms [2022-01-08 06:05:34 main:574] : INFO : Epoch 1790 | loss: 0.0312117 | val_loss: 0.0312152 | Time: 2155.95 ms [2022-01-08 06:05:36 main:574] : INFO : Epoch 1791 | loss: 0.031211 | val_loss: 0.0312146 | Time: 2084.21 ms [2022-01-08 06:05:38 main:574] : INFO : Epoch 1792 | loss: 0.0312112 | val_loss: 0.0312123 | Time: 1782.59 ms [2022-01-08 06:05:40 main:574] : INFO : Epoch 1793 | loss: 0.0312116 | val_loss: 0.0312141 | Time: 2205.57 ms [2022-01-08 06:05:43 main:574] : INFO : Epoch 1794 | loss: 0.0312122 | val_loss: 0.0312133 | Time: 2274.9 ms [2022-01-08 06:05:45 main:574] : INFO : Epoch 1795 | loss: 0.0312106 | val_loss: 0.0312179 | Time: 2207.38 ms [2022-01-08 06:05:47 main:574] : INFO : Epoch 1796 | loss: 0.0312137 | val_loss: 0.0312138 | Time: 2288.39 ms [2022-01-08 06:05:49 main:574] : INFO : Epoch 1797 | loss: 0.0312111 | val_loss: 0.0312133 | Time: 2207.98 ms [2022-01-08 06:05:51 main:574] : INFO : Epoch 1798 | loss: 0.0312093 | val_loss: 0.0312134 | Time: 2236.54 ms [2022-01-08 06:05:54 main:574] : INFO : Epoch 1799 | loss: 0.0312108 | val_loss: 0.0312158 | Time: 2209.28 ms [2022-01-08 06:05:56 main:574] : INFO : Epoch 1800 | loss: 0.0312099 | val_loss: 0.0312129 | Time: 2211.75 ms [2022-01-08 06:05:58 main:574] : INFO : Epoch 1801 | loss: 0.0312107 | val_loss: 0.031214 | Time: 1632.82 ms [2022-01-08 06:06:00 main:574] : INFO : Epoch 1802 | loss: 0.0312107 | val_loss: 0.0312157 | Time: 2201.97 ms [2022-01-08 06:06:02 main:574] : INFO : Epoch 1803 | loss: 0.0312112 | val_loss: 0.0312149 | Time: 2243.63 ms [2022-01-08 06:06:04 main:574] : INFO : Epoch 1804 | loss: 0.0312098 | val_loss: 0.0312119 | Time: 2222 ms [2022-01-08 06:06:06 main:574] : INFO : Epoch 1805 | loss: 0.0312088 | val_loss: 0.0312123 | Time: 2162.47 ms [2022-01-08 06:06:09 main:574] : INFO : Epoch 1806 | loss: 0.0312096 | val_loss: 0.0312132 | Time: 2300.47 ms [2022-01-08 06:06:11 main:574] : INFO : Epoch 1807 | loss: 0.0312113 | val_loss: 0.0312169 | Time: 2236.77 ms [2022-01-08 06:06:13 main:574] : INFO : Epoch 1808 | loss: 0.0312096 | val_loss: 0.0312132 | Time: 2198.06 ms [2022-01-08 06:06:15 main:574] : INFO : Epoch 1809 | loss: 0.0312096 | val_loss: 0.0312123 | Time: 2227.92 ms [2022-01-08 06:06:17 main:574] : INFO : Epoch 1810 | loss: 0.0312122 | val_loss: 0.0312136 | Time: 1519.08 ms [2022-01-08 06:06:19 main:574] : INFO : Epoch 1811 | loss: 0.0312112 | val_loss: 0.0312124 | Time: 2238.17 ms [2022-01-08 06:06:22 main:574] : INFO : Epoch 1812 | loss: 0.0312097 | val_loss: 0.0312126 | Time: 2233.25 ms [2022-01-08 06:06:24 main:574] : INFO : Epoch 1813 | loss: 0.0312101 | val_loss: 0.0312135 | Time: 2240.58 ms [2022-01-08 06:06:26 main:574] : INFO : Epoch 1814 | loss: 0.0312105 | val_loss: 0.0312123 | Time: 2220.95 ms [2022-01-08 06:06:28 main:574] : INFO : Epoch 1815 | loss: 0.0312104 | val_loss: 0.0312136 | Time: 2278.39 ms [2022-01-08 06:06:31 main:574] : INFO : Epoch 1816 | loss: 0.0312101 | val_loss: 0.0312125 | Time: 2261.76 ms [2022-01-08 06:06:33 main:574] : INFO : Epoch 1817 | loss: 0.0312104 | val_loss: 0.0312143 | Time: 2223.32 ms [2022-01-08 06:06:35 main:574] : INFO : Epoch 1818 | loss: 0.0312103 | val_loss: 0.0312123 | Time: 2190.82 ms [2022-01-08 06:06:37 main:574] : INFO : Epoch 1819 | loss: 0.0312121 | val_loss: 0.0312141 | Time: 1664.51 ms [2022-01-08 06:06:39 main:574] : INFO : Epoch 1820 | loss: 0.0312113 | val_loss: 0.031216 | Time: 2076.48 ms [2022-01-08 06:06:41 main:574] : INFO : Epoch 1821 | loss: 0.0312109 | val_loss: 0.0312122 | Time: 2227.06 ms [2022-01-08 06:06:43 main:574] : INFO : Epoch 1822 | loss: 0.03121 | val_loss: 0.031213 | Time: 2253.28 ms [2022-01-08 06:06:46 main:574] : INFO : Epoch 1823 | loss: 0.0312145 | val_loss: 0.0312169 | Time: 2280.11 ms [2022-01-08 06:06:48 main:574] : INFO : Epoch 1824 | loss: 0.0312134 | val_loss: 0.0312164 | Time: 2217.95 ms [2022-01-08 06:06:50 main:574] : INFO : Epoch 1825 | loss: 0.0312118 | val_loss: 0.0312132 | Time: 2251.1 ms [2022-01-08 06:06:52 main:574] : INFO : Epoch 1826 | loss: 0.031211 | val_loss: 0.0312132 | Time: 2220.09 ms [2022-01-08 06:06:55 main:574] : INFO : Epoch 1827 | loss: 0.0312096 | val_loss: 0.0312129 | Time: 2244.45 ms [2022-01-08 06:06:56 main:574] : INFO : Epoch 1828 | loss: 0.0312115 | val_loss: 0.0312154 | Time: 1895.59 ms [2022-01-08 06:06:58 main:574] : INFO : Epoch 1829 | loss: 0.0312098 | val_loss: 0.0312126 | Time: 1827.18 ms [2022-01-08 06:07:01 main:574] : INFO : Epoch 1830 | loss: 0.0312103 | val_loss: 0.0312199 | Time: 2231.58 ms [2022-01-08 06:07:03 main:574] : INFO : Epoch 1831 | loss: 0.0312113 | val_loss: 0.0312136 | Time: 2271.26 ms [2022-01-08 06:07:05 main:574] : INFO : Epoch 1832 | loss: 0.0312129 | val_loss: 0.0312171 | Time: 2266.3 ms [2022-01-08 06:07:07 main:574] : INFO : Epoch 1833 | loss: 0.0312133 | val_loss: 0.0312163 | Time: 2231.49 ms [2022-01-08 06:07:10 main:574] : INFO : Epoch 1834 | loss: 0.0312095 | val_loss: 0.0312121 | Time: 2257.9 ms [2022-01-08 06:07:12 main:574] : INFO : Epoch 1835 | loss: 0.0312095 | val_loss: 0.0312121 | Time: 2203.59 ms [2022-01-08 06:07:14 main:574] : INFO : Epoch 1836 | loss: 0.0312099 | val_loss: 0.0312123 | Time: 2249.66 ms [2022-01-08 06:07:16 main:574] : INFO : Epoch 1837 | loss: 0.0312095 | val_loss: 0.0312132 | Time: 2079.94 ms [2022-01-08 06:07:18 main:574] : INFO : Epoch 1838 | loss: 0.03121 | val_loss: 0.0312125 | Time: 1728.52 ms [2022-01-08 06:07:20 main:574] : INFO : Epoch 1839 | loss: 0.0312094 | val_loss: 0.0312155 | Time: 2299.72 ms [2022-01-08 06:07:22 main:574] : INFO : Epoch 1840 | loss: 0.0312102 | val_loss: 0.0312121 | Time: 2202.46 ms [2022-01-08 06:07:25 main:574] : INFO : Epoch 1841 | loss: 0.0312102 | val_loss: 0.0312121 | Time: 2198.3 ms [2022-01-08 06:07:27 main:574] : INFO : Epoch 1842 | loss: 0.0312117 | val_loss: 0.0312137 | Time: 2173.34 ms [2022-01-08 06:07:29 main:574] : INFO : Epoch 1843 | loss: 0.0312126 | val_loss: 0.0312192 | Time: 2412.75 ms [2022-01-08 06:07:32 main:574] : INFO : Epoch 1844 | loss: 0.0312141 | val_loss: 0.031213 | Time: 2287.66 ms [2022-01-08 06:07:34 main:574] : INFO : Epoch 1845 | loss: 0.0312121 | val_loss: 0.0312167 | Time: 2116.96 ms [2022-01-08 06:07:36 main:574] : INFO : Epoch 1846 | loss: 0.0312137 | val_loss: 0.0312158 | Time: 2240.6 ms [2022-01-08 06:07:38 main:574] : INFO : Epoch 1847 | loss: 0.0312105 | val_loss: 0.0312137 | Time: 1599.66 ms [2022-01-08 06:07:40 main:574] : INFO : Epoch 1848 | loss: 0.0312091 | val_loss: 0.0312159 | Time: 2254.12 ms [2022-01-08 06:07:42 main:574] : INFO : Epoch 1849 | loss: 0.03121 | val_loss: 0.0312125 | Time: 2148.63 ms [2022-01-08 06:07:44 main:574] : INFO : Epoch 1850 | loss: 0.0312114 | val_loss: 0.0312126 | Time: 2286.91 ms [2022-01-08 06:07:47 main:574] : INFO : Epoch 1851 | loss: 0.0312115 | val_loss: 0.0312141 | Time: 2168.81 ms [2022-01-08 06:07:49 main:574] : INFO : Epoch 1852 | loss: 0.0312106 | val_loss: 0.0312143 | Time: 2210.32 ms [2022-01-08 06:07:51 main:574] : INFO : Epoch 1853 | loss: 0.0312107 | val_loss: 0.0312154 | Time: 2234.71 ms [2022-01-08 06:07:53 main:574] : INFO : Epoch 1854 | loss: 0.0312121 | val_loss: 0.0312161 | Time: 2241.22 ms [2022-01-08 06:07:56 main:574] : INFO : Epoch 1855 | loss: 0.0312117 | val_loss: 0.0312132 | Time: 2283.47 ms [2022-01-08 06:07:57 main:574] : INFO : Epoch 1856 | loss: 0.0312098 | val_loss: 0.0312121 | Time: 1580.23 ms [2022-01-08 06:07:59 main:574] : INFO : Epoch 1857 | loss: 0.0312087 | val_loss: 0.031212 | Time: 2281.79 ms [2022-01-08 06:08:02 main:574] : INFO : Epoch 1858 | loss: 0.0312083 | val_loss: 0.0312119 | Time: 2234.72 ms [2022-01-08 06:08:04 main:574] : INFO : Epoch 1859 | loss: 0.031209 | val_loss: 0.0312118 | Time: 2177.52 ms [2022-01-08 06:08:06 main:574] : INFO : Epoch 1860 | loss: 0.0312092 | val_loss: 0.0312123 | Time: 2151.51 ms [2022-01-08 06:08:08 main:574] : INFO : Epoch 1861 | loss: 0.0312103 | val_loss: 0.0312176 | Time: 2171.16 ms [2022-01-08 06:08:10 main:574] : INFO : Epoch 1862 | loss: 0.031211 | val_loss: 0.0312158 | Time: 2230.12 ms [2022-01-08 06:08:13 main:574] : INFO : Epoch 1863 | loss: 0.0312104 | val_loss: 0.0312129 | Time: 2225.31 ms [2022-01-08 06:08:15 main:574] : INFO : Epoch 1864 | loss: 0.0312086 | val_loss: 0.0312145 | Time: 2138.84 ms [2022-01-08 06:08:17 main:574] : INFO : Epoch 1865 | loss: 0.0312096 | val_loss: 0.0312124 | Time: 1799.53 ms [2022-01-08 06:08:19 main:574] : INFO : Epoch 1866 | loss: 0.0312092 | val_loss: 0.031217 | Time: 2013.82 ms [2022-01-08 06:08:21 main:574] : INFO : Epoch 1867 | loss: 0.0312094 | val_loss: 0.0312116 | Time: 2254.88 ms [2022-01-08 06:08:23 main:574] : INFO : Epoch 1868 | loss: 0.0312088 | val_loss: 0.0312147 | Time: 2191.11 ms [2022-01-08 06:08:25 main:574] : INFO : Epoch 1869 | loss: 0.0312092 | val_loss: 0.0312139 | Time: 2159.72 ms [2022-01-08 06:08:28 main:574] : INFO : Epoch 1870 | loss: 0.0312101 | val_loss: 0.0312133 | Time: 2198.08 ms [2022-01-08 06:08:30 main:574] : INFO : Epoch 1871 | loss: 0.03121 | val_loss: 0.031213 | Time: 2260.2 ms [2022-01-08 06:08:32 main:574] : INFO : Epoch 1872 | loss: 0.0312091 | val_loss: 0.0312123 | Time: 2284.54 ms [2022-01-08 06:08:34 main:574] : INFO : Epoch 1873 | loss: 0.0312087 | val_loss: 0.031212 | Time: 2253.84 ms [2022-01-08 06:08:36 main:574] : INFO : Epoch 1874 | loss: 0.0312087 | val_loss: 0.0312125 | Time: 1963.25 ms [2022-01-08 06:08:38 main:574] : INFO : Epoch 1875 | loss: 0.0312088 | val_loss: 0.0312127 | Time: 1781.06 ms [2022-01-08 06:08:40 main:574] : INFO : Epoch 1876 | loss: 0.0312082 | val_loss: 0.0312133 | Time: 2174.74 ms [2022-01-08 06:08:43 main:574] : INFO : Epoch 1877 | loss: 0.0312092 | val_loss: 0.0312128 | Time: 2212.21 ms [2022-01-08 06:08:45 main:574] : INFO : Epoch 1878 | loss: 0.0312096 | val_loss: 0.0312143 | Time: 2235.3 ms [2022-01-08 06:08:47 main:574] : INFO : Epoch 1879 | loss: 0.0312142 | val_loss: 0.0312232 | Time: 2191.94 ms [2022-01-08 06:08:49 main:574] : INFO : Epoch 1880 | loss: 0.0312138 | val_loss: 0.0312126 | Time: 2177.07 ms [2022-01-08 06:08:52 main:574] : INFO : Epoch 1881 | loss: 0.0312094 | val_loss: 0.0312194 | Time: 2267.66 ms [2022-01-08 06:08:54 main:574] : INFO : Epoch 1882 | loss: 0.0312115 | val_loss: 0.0312132 | Time: 2177.84 ms [2022-01-08 06:08:56 main:574] : INFO : Epoch 1883 | loss: 0.0312098 | val_loss: 0.0312137 | Time: 2256.55 ms [2022-01-08 06:08:58 main:574] : INFO : Epoch 1884 | loss: 0.0312092 | val_loss: 0.0312122 | Time: 1527.14 ms [2022-01-08 06:09:00 main:574] : INFO : Epoch 1885 | loss: 0.0312092 | val_loss: 0.0312159 | Time: 2216.45 ms [2022-01-08 06:09:02 main:574] : INFO : Epoch 1886 | loss: 0.0312093 | val_loss: 0.0312119 | Time: 2216.52 ms [2022-01-08 06:09:04 main:574] : INFO : Epoch 1887 | loss: 0.0312088 | val_loss: 0.0312174 | Time: 2226.28 ms [2022-01-08 06:09:06 main:574] : INFO : Epoch 1888 | loss: 0.0312107 | val_loss: 0.0312141 | Time: 2210.52 ms [2022-01-08 06:09:09 main:574] : INFO : Epoch 1889 | loss: 0.0312106 | val_loss: 0.0312128 | Time: 2178.89 ms [2022-01-08 06:09:11 main:574] : INFO : Epoch 1890 | loss: 0.0312122 | val_loss: 0.0312158 | Time: 2140.91 ms [2022-01-08 06:09:13 main:574] : INFO : Epoch 1891 | loss: 0.0312119 | val_loss: 0.0312145 | Time: 2276.88 ms [2022-01-08 06:09:15 main:574] : INFO : Epoch 1892 | loss: 0.0312107 | val_loss: 0.031215 | Time: 2181.59 ms [2022-01-08 06:09:17 main:574] : INFO : Epoch 1893 | loss: 0.0312098 | val_loss: 0.0312123 | Time: 1669.02 ms [2022-01-08 06:09:19 main:574] : INFO : Epoch 1894 | loss: 0.0312087 | val_loss: 0.0312134 | Time: 2137.36 ms [2022-01-08 06:09:21 main:574] : INFO : Epoch 1895 | loss: 0.0312102 | val_loss: 0.0312127 | Time: 2333.15 ms [2022-01-08 06:09:24 main:574] : INFO : Epoch 1896 | loss: 0.0312089 | val_loss: 0.0312121 | Time: 2271.58 ms [2022-01-08 06:09:26 main:574] : INFO : Epoch 1897 | loss: 0.0312083 | val_loss: 0.0312119 | Time: 2233.1 ms [2022-01-08 06:09:28 main:574] : INFO : Epoch 1898 | loss: 0.0312082 | val_loss: 0.0312128 | Time: 2361.24 ms [2022-01-08 06:09:31 main:574] : INFO : Epoch 1899 | loss: 0.0312089 | val_loss: 0.0312118 | Time: 2251.58 ms [2022-01-08 06:09:33 main:574] : INFO : Epoch 1900 | loss: 0.031211 | val_loss: 0.0312147 | Time: 2216.02 ms [2022-01-08 06:09:35 main:574] : INFO : Epoch 1901 | loss: 0.0312141 | val_loss: 0.0312165 | Time: 2239.63 ms [2022-01-08 06:09:37 main:574] : INFO : Epoch 1902 | loss: 0.0312108 | val_loss: 0.0312142 | Time: 1730.95 ms [2022-01-08 06:09:39 main:574] : INFO : Epoch 1903 | loss: 0.0312098 | val_loss: 0.0312129 | Time: 2006.72 ms [2022-01-08 06:09:41 main:574] : INFO : Epoch 1904 | loss: 0.0312084 | val_loss: 0.0312129 | Time: 2280.81 ms [2022-01-08 06:09:43 main:574] : INFO : Epoch 1905 | loss: 0.031208 | val_loss: 0.0312125 | Time: 2183.85 ms [2022-01-08 06:09:46 main:574] : INFO : Epoch 1906 | loss: 0.0312102 | val_loss: 0.0312153 | Time: 2206.49 ms [2022-01-08 06:09:48 main:574] : INFO : Epoch 1907 | loss: 0.0312094 | val_loss: 0.0312139 | Time: 2265.24 ms [2022-01-08 06:09:50 main:574] : INFO : Epoch 1908 | loss: 0.0312134 | val_loss: 0.0312163 | Time: 2288.49 ms [2022-01-08 06:09:52 main:574] : INFO : Epoch 1909 | loss: 0.0312161 | val_loss: 0.0312214 | Time: 2285.24 ms [2022-01-08 06:09:55 main:574] : INFO : Epoch 1910 | loss: 0.0610817 | val_loss: 0.0352156 | Time: 2143.29 ms [2022-01-08 06:09:57 main:574] : INFO : Epoch 1911 | loss: 0.0409406 | val_loss: 0.0334419 | Time: 1956.34 ms [2022-01-08 06:09:58 main:574] : INFO : Epoch 1912 | loss: 0.0326493 | val_loss: 0.0316308 | Time: 1821.28 ms [2022-01-08 06:10:01 main:574] : INFO : Epoch 1913 | loss: 0.031456 | val_loss: 0.0313262 | Time: 2217.87 ms [2022-01-08 06:10:03 main:574] : INFO : Epoch 1914 | loss: 0.0312998 | val_loss: 0.0312677 | Time: 2252.69 ms [2022-01-08 06:10:05 main:574] : INFO : Epoch 1915 | loss: 0.0312651 | val_loss: 0.0312597 | Time: 2203.52 ms [2022-01-08 06:10:07 main:574] : INFO : Epoch 1916 | loss: 0.0312563 | val_loss: 0.031256 | Time: 2247.18 ms [2022-01-08 06:10:10 main:574] : INFO : Epoch 1917 | loss: 0.031253 | val_loss: 0.0312544 | Time: 2254.8 ms [2022-01-08 06:10:12 main:574] : INFO : Epoch 1918 | loss: 0.031251 | val_loss: 0.0312517 | Time: 2227.22 ms [2022-01-08 06:10:14 main:574] : INFO : Epoch 1919 | loss: 0.031249 | val_loss: 0.0312497 | Time: 2256.12 ms [2022-01-08 06:10:16 main:574] : INFO : Epoch 1920 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 2115.97 ms [2022-01-08 06:10:18 main:574] : INFO : Epoch 1921 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 1643.45 ms [2022-01-08 06:10:20 main:574] : INFO : Epoch 1922 | loss: 0.0312435 | val_loss: 0.0312444 | Time: 2232.85 ms [2022-01-08 06:10:22 main:574] : INFO : Epoch 1923 | loss: 0.0312416 | val_loss: 0.0312423 | Time: 2209.43 ms [2022-01-08 06:10:25 main:574] : INFO : Epoch 1924 | loss: 0.0312394 | val_loss: 0.0312402 | Time: 2223.9 ms [2022-01-08 06:10:27 main:574] : INFO : Epoch 1925 | loss: 0.0312371 | val_loss: 0.0312383 | Time: 2188.94 ms [2022-01-08 06:10:29 main:574] : INFO : Epoch 1926 | loss: 0.0312353 | val_loss: 0.0312363 | Time: 2241.85 ms [2022-01-08 06:10:31 main:574] : INFO : Epoch 1927 | loss: 0.0312335 | val_loss: 0.0312348 | Time: 2236.39 ms [2022-01-08 06:10:34 main:574] : INFO : Epoch 1928 | loss: 0.0312315 | val_loss: 0.0312329 | Time: 2172.19 ms [2022-01-08 06:10:36 main:574] : INFO : Epoch 1929 | loss: 0.0312293 | val_loss: 0.0312305 | Time: 2151.68 ms [2022-01-08 06:10:37 main:574] : INFO : Epoch 1930 | loss: 0.0312275 | val_loss: 0.0312289 | Time: 1560.51 ms [2022-01-08 06:10:40 main:574] : INFO : Epoch 1931 | loss: 0.0312257 | val_loss: 0.0312271 | Time: 2235.32 ms [2022-01-08 06:10:42 main:574] : INFO : Epoch 1932 | loss: 0.0312243 | val_loss: 0.0312258 | Time: 2249.55 ms [2022-01-08 06:10:44 main:574] : INFO : Epoch 1933 | loss: 0.0312222 | val_loss: 0.0312239 | Time: 2247.05 ms [2022-01-08 06:10:46 main:574] : INFO : Epoch 1934 | loss: 0.0312205 | val_loss: 0.0312224 | Time: 2245.9 ms [2022-01-08 06:10:49 main:574] : INFO : Epoch 1935 | loss: 0.0312194 | val_loss: 0.0312219 | Time: 2159.52 ms [2022-01-08 06:10:51 main:574] : INFO : Epoch 1936 | loss: 0.0312184 | val_loss: 0.0312218 | Time: 2239.33 ms [2022-01-08 06:10:53 main:574] : INFO : Epoch 1937 | loss: 0.031218 | val_loss: 0.0312203 | Time: 2242.06 ms [2022-01-08 06:10:55 main:574] : INFO : Epoch 1938 | loss: 0.031217 | val_loss: 0.0312196 | Time: 2329.71 ms [2022-01-08 06:10:57 main:574] : INFO : Epoch 1939 | loss: 0.0312166 | val_loss: 0.0312192 | Time: 1658.6 ms [2022-01-08 06:10:59 main:574] : INFO : Epoch 1940 | loss: 0.0312164 | val_loss: 0.0312185 | Time: 2136.31 ms [2022-01-08 06:11:01 main:574] : INFO : Epoch 1941 | loss: 0.0312164 | val_loss: 0.0312182 | Time: 2240.34 ms [2022-01-08 06:11:04 main:574] : INFO : Epoch 1942 | loss: 0.0312159 | val_loss: 0.0312183 | Time: 2177.83 ms [2022-01-08 06:11:06 main:574] : INFO : Epoch 1943 | loss: 0.0312155 | val_loss: 0.0312202 | Time: 2207.2 ms [2022-01-08 06:11:08 main:574] : INFO : Epoch 1944 | loss: 0.0312167 | val_loss: 0.0312199 | Time: 2272.81 ms [2022-01-08 06:11:10 main:574] : INFO : Epoch 1945 | loss: 0.0312173 | val_loss: 0.0312176 | Time: 2200.77 ms [2022-01-08 06:11:13 main:574] : INFO : Epoch 1946 | loss: 0.0312166 | val_loss: 0.031218 | Time: 2222.74 ms [2022-01-08 06:11:15 main:574] : INFO : Epoch 1947 | loss: 0.0312175 | val_loss: 0.0312172 | Time: 2212.54 ms [2022-01-08 06:11:17 main:574] : INFO : Epoch 1948 | loss: 0.0312163 | val_loss: 0.0312169 | Time: 1912.95 ms [2022-01-08 06:11:19 main:574] : INFO : Epoch 1949 | loss: 0.0312148 | val_loss: 0.0312167 | Time: 1958.2 ms [2022-01-08 06:11:21 main:574] : INFO : Epoch 1950 | loss: 0.031215 | val_loss: 0.0312166 | Time: 2280.83 ms [2022-01-08 06:11:23 main:574] : INFO : Epoch 1951 | loss: 0.0312151 | val_loss: 0.0312178 | Time: 2263.33 ms [2022-01-08 06:11:26 main:574] : INFO : Epoch 1952 | loss: 0.0312151 | val_loss: 0.0312167 | Time: 2329.03 ms [2022-01-08 06:11:28 main:574] : INFO : Epoch 1953 | loss: 0.0312155 | val_loss: 0.0312164 | Time: 2223.95 ms [2022-01-08 06:11:30 main:574] : INFO : Epoch 1954 | loss: 0.0312146 | val_loss: 0.0312163 | Time: 2232.89 ms [2022-01-08 06:11:32 main:574] : INFO : Epoch 1955 | loss: 0.0312144 | val_loss: 0.0312165 | Time: 2207.88 ms [2022-01-08 06:11:35 main:574] : INFO : Epoch 1956 | loss: 0.0312143 | val_loss: 0.0312162 | Time: 2244.37 ms [2022-01-08 06:11:37 main:574] : INFO : Epoch 1957 | loss: 0.0312142 | val_loss: 0.0312161 | Time: 2022.63 ms [2022-01-08 06:11:38 main:574] : INFO : Epoch 1958 | loss: 0.0312148 | val_loss: 0.0312165 | Time: 1845.32 ms [2022-01-08 06:11:41 main:574] : INFO : Epoch 1959 | loss: 0.031215 | val_loss: 0.0312168 | Time: 2191.14 ms [2022-01-08 06:11:43 main:574] : INFO : Epoch 1960 | loss: 0.031214 | val_loss: 0.031216 | Time: 2241.64 ms [2022-01-08 06:11:45 main:574] : INFO : Epoch 1961 | loss: 0.031214 | val_loss: 0.0312159 | Time: 2207.7 ms [2022-01-08 06:11:47 main:574] : INFO : Epoch 1962 | loss: 0.0312143 | val_loss: 0.0312164 | Time: 2263.64 ms [2022-01-08 06:11:50 main:574] : INFO : Epoch 1963 | loss: 0.0312144 | val_loss: 0.0312159 | Time: 2199.61 ms [2022-01-08 06:11:52 main:574] : INFO : Epoch 1964 | loss: 0.0312142 | val_loss: 0.0312161 | Time: 2236.73 ms [2022-01-08 06:11:54 main:574] : INFO : Epoch 1965 | loss: 0.0312138 | val_loss: 0.0312155 | Time: 2301.74 ms [2022-01-08 06:11:56 main:574] : INFO : Epoch 1966 | loss: 0.031214 | val_loss: 0.0312154 | Time: 2179.84 ms [2022-01-08 06:11:58 main:574] : INFO : Epoch 1967 | loss: 0.0312136 | val_loss: 0.0312154 | Time: 1649.75 ms [2022-01-08 06:12:00 main:574] : INFO : Epoch 1968 | loss: 0.0312137 | val_loss: 0.0312152 | Time: 2246.74 ms [2022-01-08 06:12:03 main:574] : INFO : Epoch 1969 | loss: 0.0312138 | val_loss: 0.0312155 | Time: 2271.59 ms [2022-01-08 06:12:05 main:574] : INFO : Epoch 1970 | loss: 0.0312144 | val_loss: 0.0312186 | Time: 2165.07 ms [2022-01-08 06:12:07 main:574] : INFO : Epoch 1971 | loss: 0.031215 | val_loss: 0.0312159 | Time: 2177.43 ms [2022-01-08 06:12:09 main:574] : INFO : Epoch 1972 | loss: 0.031214 | val_loss: 0.031217 | Time: 2250.88 ms [2022-01-08 06:12:12 main:574] : INFO : Epoch 1973 | loss: 0.0312142 | val_loss: 0.0312185 | Time: 2287.56 ms [2022-01-08 06:12:14 main:574] : INFO : Epoch 1974 | loss: 0.0312144 | val_loss: 0.0312156 | Time: 2319.14 ms [2022-01-08 06:12:16 main:574] : INFO : Epoch 1975 | loss: 0.0312138 | val_loss: 0.0312149 | Time: 2290.69 ms [2022-01-08 06:12:18 main:574] : INFO : Epoch 1976 | loss: 0.0312133 | val_loss: 0.0312149 | Time: 1543.72 ms [2022-01-08 06:12:20 main:574] : INFO : Epoch 1977 | loss: 0.0312132 | val_loss: 0.0312149 | Time: 2254.67 ms [2022-01-08 06:12:22 main:574] : INFO : Epoch 1978 | loss: 0.0312133 | val_loss: 0.0312149 | Time: 2335.96 ms [2022-01-08 06:12:25 main:574] : INFO : Epoch 1979 | loss: 0.0312133 | val_loss: 0.0312152 | Time: 2221.89 ms [2022-01-08 06:12:27 main:574] : INFO : Epoch 1980 | loss: 0.0312138 | val_loss: 0.0312153 | Time: 2199.04 ms [2022-01-08 06:12:29 main:574] : INFO : Epoch 1981 | loss: 0.0312132 | val_loss: 0.031215 | Time: 2236.56 ms [2022-01-08 06:12:31 main:574] : INFO : Epoch 1982 | loss: 0.0312135 | val_loss: 0.0312146 | Time: 2246.39 ms [2022-01-08 06:12:34 main:574] : INFO : Epoch 1983 | loss: 0.0312131 | val_loss: 0.0312146 | Time: 2249.69 ms [2022-01-08 06:12:36 main:574] : INFO : Epoch 1984 | loss: 0.031213 | val_loss: 0.0312146 | Time: 2260.92 ms [2022-01-08 06:12:38 main:574] : INFO : Epoch 1985 | loss: 0.0312132 | val_loss: 0.0312147 | Time: 1608.36 ms [2022-01-08 06:12:40 main:574] : INFO : Epoch 1986 | loss: 0.0312138 | val_loss: 0.0312156 | Time: 2287.39 ms [2022-01-08 06:12:42 main:574] : INFO : Epoch 1987 | loss: 0.0312142 | val_loss: 0.0312159 | Time: 2201.49 ms [2022-01-08 06:12:44 main:574] : INFO : Epoch 1988 | loss: 0.0312136 | val_loss: 0.0312158 | Time: 2246.53 ms [2022-01-08 06:12:47 main:574] : INFO : Epoch 1989 | loss: 0.0312132 | val_loss: 0.031215 | Time: 2228.63 ms [2022-01-08 06:12:49 main:574] : INFO : Epoch 1990 | loss: 0.0312128 | val_loss: 0.0312153 | Time: 2289.46 ms [2022-01-08 06:12:51 main:574] : INFO : Epoch 1991 | loss: 0.0312131 | val_loss: 0.0312143 | Time: 2319.78 ms [2022-01-08 06:12:53 main:574] : INFO : Epoch 1992 | loss: 0.0312127 | val_loss: 0.0312144 | Time: 2244.71 ms [2022-01-08 06:12:56 main:574] : INFO : Epoch 1993 | loss: 0.0312129 | val_loss: 0.0312149 | Time: 2324.31 ms [2022-01-08 06:12:57 main:574] : INFO : Epoch 1994 | loss: 0.0312134 | val_loss: 0.0312142 | Time: 1563.81 ms [2022-01-08 06:13:00 main:574] : INFO : Epoch 1995 | loss: 0.0312127 | val_loss: 0.0312154 | Time: 2229.46 ms [2022-01-08 06:13:02 main:574] : INFO : Epoch 1996 | loss: 0.0312128 | val_loss: 0.0312146 | Time: 2200.13 ms [2022-01-08 06:13:04 main:574] : INFO : Epoch 1997 | loss: 0.0312126 | val_loss: 0.0312157 | Time: 2199.22 ms [2022-01-08 06:13:06 main:574] : INFO : Epoch 1998 | loss: 0.0312133 | val_loss: 0.0312144 | Time: 2219.66 ms [2022-01-08 06:13:09 main:574] : INFO : Epoch 1999 | loss: 0.0312128 | val_loss: 0.0312143 | Time: 2266.93 ms [2022-01-08 06:13:11 main:574] : INFO : Epoch 2000 | loss: 0.0312125 | val_loss: 0.0312145 | Time: 2261.5 ms [2022-01-08 06:13:13 main:574] : INFO : Epoch 2001 | loss: 0.0312126 | val_loss: 0.0312149 | Time: 2304.76 ms [2022-01-08 06:13:15 main:574] : INFO : Epoch 2002 | loss: 0.0312134 | val_loss: 0.0312176 | Time: 2267.66 ms [2022-01-08 06:13:17 main:574] : INFO : Epoch 2003 | loss: 0.0312135 | val_loss: 0.0312147 | Time: 1762.09 ms [2022-01-08 06:13:19 main:574] : INFO : Epoch 2004 | loss: 0.0312126 | val_loss: 0.0312139 | Time: 2174.53 ms [2022-01-08 06:13:22 main:574] : INFO : Epoch 2005 | loss: 0.0312122 | val_loss: 0.0312148 | Time: 2328.44 ms [2022-01-08 06:13:24 main:574] : INFO : Epoch 2006 | loss: 0.0312121 | val_loss: 0.0312143 | Time: 2244.08 ms [2022-01-08 06:13:26 main:574] : INFO : Epoch 2007 | loss: 0.0312131 | val_loss: 0.0312153 | Time: 2218.67 ms [2022-01-08 06:13:28 main:574] : INFO : Epoch 2008 | loss: 0.0312125 | val_loss: 0.0312137 | Time: 2201.26 ms [2022-01-08 06:13:31 main:574] : INFO : Epoch 2009 | loss: 0.0312123 | val_loss: 0.0312134 | Time: 2261.55 ms [2022-01-08 06:13:33 main:574] : INFO : Epoch 2010 | loss: 0.0312119 | val_loss: 0.0312143 | Time: 2231.92 ms [2022-01-08 06:13:35 main:574] : INFO : Epoch 2011 | loss: 0.0312119 | val_loss: 0.0312132 | Time: 2304.73 ms [2022-01-08 06:13:37 main:574] : INFO : Epoch 2012 | loss: 0.0312121 | val_loss: 0.0312133 | Time: 1807.1 ms [2022-01-08 06:13:39 main:574] : INFO : Epoch 2013 | loss: 0.0312124 | val_loss: 0.0312137 | Time: 2004.18 ms [2022-01-08 06:13:41 main:574] : INFO : Epoch 2014 | loss: 0.031213 | val_loss: 0.0312147 | Time: 2205.68 ms [2022-01-08 06:13:44 main:574] : INFO : Epoch 2015 | loss: 0.0312128 | val_loss: 0.0312169 | Time: 2279.17 ms [2022-01-08 06:13:46 main:574] : INFO : Epoch 2016 | loss: 0.0312138 | val_loss: 0.031213 | Time: 2281.26 ms [2022-01-08 06:13:48 main:574] : INFO : Epoch 2017 | loss: 0.031213 | val_loss: 0.0312131 | Time: 2267.94 ms [2022-01-08 06:13:50 main:574] : INFO : Epoch 2018 | loss: 0.0312118 | val_loss: 0.0312131 | Time: 2257.86 ms [2022-01-08 06:13:53 main:574] : INFO : Epoch 2019 | loss: 0.031212 | val_loss: 0.031213 | Time: 2168.8 ms [2022-01-08 06:13:55 main:574] : INFO : Epoch 2020 | loss: 0.0312121 | val_loss: 0.0312136 | Time: 2333.33 ms [2022-01-08 06:13:57 main:574] : INFO : Epoch 2021 | loss: 0.0312117 | val_loss: 0.0312133 | Time: 1925.99 ms [2022-01-08 06:13:59 main:574] : INFO : Epoch 2022 | loss: 0.0312124 | val_loss: 0.0312129 | Time: 1900.03 ms [2022-01-08 06:14:01 main:574] : INFO : Epoch 2023 | loss: 0.0312127 | val_loss: 0.0312153 | Time: 2296.85 ms [2022-01-08 06:14:03 main:574] : INFO : Epoch 2024 | loss: 0.0312122 | val_loss: 0.0312144 | Time: 2270.73 ms [2022-01-08 06:14:06 main:574] : INFO : Epoch 2025 | loss: 0.031212 | val_loss: 0.0312126 | Time: 2249.22 ms [2022-01-08 06:14:08 main:574] : INFO : Epoch 2026 | loss: 0.0312116 | val_loss: 0.0312127 | Time: 2294.67 ms [2022-01-08 06:14:10 main:574] : INFO : Epoch 2027 | loss: 0.0312113 | val_loss: 0.0312129 | Time: 2201.44 ms [2022-01-08 06:14:12 main:574] : INFO : Epoch 2028 | loss: 0.0312119 | val_loss: 0.0312127 | Time: 2208.29 ms [2022-01-08 06:14:15 main:574] : INFO : Epoch 2029 | loss: 0.0312114 | val_loss: 0.0312131 | Time: 2326.98 ms [2022-01-08 06:14:17 main:574] : INFO : Epoch 2030 | loss: 0.0312123 | val_loss: 0.0312152 | Time: 2049.78 ms [2022-01-08 06:14:19 main:574] : INFO : Epoch 2031 | loss: 0.0312126 | val_loss: 0.0312132 | Time: 1875.49 ms [2022-01-08 06:14:21 main:574] : INFO : Epoch 2032 | loss: 0.0312135 | val_loss: 0.0312136 | Time: 2190.84 ms [2022-01-08 06:14:23 main:574] : INFO : Epoch 2033 | loss: 0.0312157 | val_loss: 0.0312131 | Time: 2239.29 ms [2022-01-08 06:14:25 main:574] : INFO : Epoch 2034 | loss: 0.0312121 | val_loss: 0.0312125 | Time: 2214.77 ms [2022-01-08 06:14:28 main:574] : INFO : Epoch 2035 | loss: 0.0312112 | val_loss: 0.0312124 | Time: 2313.03 ms [2022-01-08 06:14:30 main:574] : INFO : Epoch 2036 | loss: 0.0312115 | val_loss: 0.0312123 | Time: 2349.2 ms [2022-01-08 06:14:33 main:574] : INFO : Epoch 2037 | loss: 0.0312111 | val_loss: 0.0312127 | Time: 2421.81 ms [2022-01-08 06:14:35 main:574] : INFO : Epoch 2038 | loss: 0.0312115 | val_loss: 0.0312126 | Time: 2402.63 ms [2022-01-08 06:14:37 main:574] : INFO : Epoch 2039 | loss: 0.0312115 | val_loss: 0.0312123 | Time: 2059.75 ms [2022-01-08 06:14:39 main:574] : INFO : Epoch 2040 | loss: 0.0312114 | val_loss: 0.0312137 | Time: 2041.11 ms [2022-01-08 06:14:41 main:574] : INFO : Epoch 2041 | loss: 0.0312119 | val_loss: 0.0312143 | Time: 2392.09 ms [2022-01-08 06:14:44 main:574] : INFO : Epoch 2042 | loss: 0.0312123 | val_loss: 0.0312135 | Time: 2351.43 ms [2022-01-08 06:14:46 main:574] : INFO : Epoch 2043 | loss: 0.0312124 | val_loss: 0.0312136 | Time: 2420.34 ms [2022-01-08 06:14:49 main:574] : INFO : Epoch 2044 | loss: 0.0312114 | val_loss: 0.0312153 | Time: 2425.04 ms [2022-01-08 06:14:51 main:574] : INFO : Epoch 2045 | loss: 0.0312114 | val_loss: 0.0312124 | Time: 2412.06 ms [2022-01-08 06:14:54 main:574] : INFO : Epoch 2046 | loss: 0.031211 | val_loss: 0.031213 | Time: 2354.36 ms [2022-01-08 06:14:56 main:574] : INFO : Epoch 2047 | loss: 0.0312117 | val_loss: 0.0312137 | Time: 2404.86 ms [2022-01-08 06:14:58 main:574] : INFO : Epoch 2048 | loss: 0.0312124 | val_loss: 0.0312134 | Time: 1659.21 ms [2022-01-08 06:14:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312134 [2022-01-08 06:14:58 main:603] : INFO : Saving end state to config to file [2022-01-08 06:14:58 main:608] : INFO : Success, exiting.. 06:14:58 (4796): 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)