Task 9126141
| Name | ParityModified-1636225536-4465-2-0_0 |
| Workunit | 6567713 |
| Created | 23 Nov 2021, 5:17:47 UTC |
| Sent | 28 Nov 2021, 11:05:53 UTC |
| Report deadline | 6 Dec 2021, 11:05:53 UTC |
| Received | 28 Nov 2021, 17:48:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 13 sec |
| CPU time | 1 hours 15 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 29:20 main:574] : INFO : Epoch 1542 | loss: 0.0312177 | val_loss: 0.0312291 | Time: 2261.61 ms [2021-11-28 18:29:22 main:574] : INFO : Epoch 1543 | loss: 0.0312168 | val_loss: 0.0312208 | Time: 2233.6 ms [2021-11-28 18:29:24 main:574] : INFO : Epoch 1544 | loss: 0.0312182 | val_loss: 0.0312267 | Time: 2250.3 ms [2021-11-28 18:29:26 main:574] : INFO : Epoch 1545 | loss: 0.0312164 | val_loss: 0.0312202 | Time: 2245.4 ms [2021-11-28 18:29:29 main:574] : INFO : Epoch 1546 | loss: 0.0312148 | val_loss: 0.031219 | Time: 2226.21 ms [2021-11-28 18:29:31 main:574] : INFO : Epoch 1547 | loss: 0.0312159 | val_loss: 0.0312203 | Time: 2244.83 ms [2021-11-28 18:29:33 main:574] : INFO : Epoch 1548 | loss: 0.031215 | val_loss: 0.0312224 | Time: 2210.84 ms [2021-11-28 18:29:35 main:574] : INFO : Epoch 1549 | loss: 0.0312155 | val_loss: 0.0312196 | Time: 2254.33 ms [2021-11-28 18:29:38 main:574] : INFO : Epoch 1550 | loss: 0.031215 | val_loss: 0.0312192 | Time: 2237.02 ms [2021-11-28 18:29:40 main:574] : INFO : Epoch 1551 | loss: 0.0312139 | val_loss: 0.0312201 | Time: 2257.65 ms [2021-11-28 18:29:42 main:574] : INFO : Epoch 1552 | loss: 0.0312148 | val_loss: 0.0312193 | Time: 2240.96 ms [2021-11-28 18:29:44 main:574] : INFO : Epoch 1553 | loss: 0.0312176 | val_loss: 0.0312212 | Time: 2226.13 ms [2021-11-28 18:29:47 main:574] : INFO : Epoch 1554 | loss: 0.0312156 | val_loss: 0.0312199 | Time: 2211.28 ms [2021-11-28 18:29:49 main:574] : INFO : Epoch 1555 | loss: 0.031216 | val_loss: 0.0312198 | Time: 2210.84 ms [2021-11-28 18:29:51 main:574] : INFO : Epoch 1556 | loss: 0.0312136 | val_loss: 0.031219 | Time: 2231.27 ms [2021-11-28 18:29:53 main:574] : INFO : Epoch 1557 | loss: 0.0312159 | val_loss: 0.03122 | Time: 2240.85 ms [2021-11-28 18:29:56 main:574] : INFO : Epoch 1558 | loss: 0.0312173 | val_loss: 0.0312223 | Time: 2249.49 ms [2021-11-28 18:29:58 main:574] : INFO : Epoch 1559 | loss: 0.0312153 | val_loss: 0.0312192 | Time: 2237.35 ms [2021-11-28 18:30:00 main:574] : INFO : Epoch 1560 | loss: 0.0312182 | val_loss: 0.0312241 | Time: 2215.25 ms [2021-11-28 18:30:02 main:574] : INFO : Epoch 1561 | loss: 0.0312166 | val_loss: 0.0312193 | Time: 2248.33 ms [2021-11-28 18:30:04 main:574] : INFO : Epoch 1562 | loss: 0.0312159 | val_loss: 0.0312238 | Time: 2240.83 ms [2021-11-28 18:30:07 main:574] : INFO : Epoch 1563 | loss: 0.0312156 | val_loss: 0.0312185 | Time: 2236.86 ms [2021-11-28 18:30:09 main:574] : INFO : Epoch 1564 | loss: 0.0312156 | val_loss: 0.0312191 | Time: 2228.95 ms [2021-11-28 18:30:11 main:574] : INFO : Epoch 1565 | loss: 0.0312139 | val_loss: 0.0312194 | Time: 2206.13 ms [2021-11-28 18:30:13 main:574] : INFO : Epoch 1566 | loss: 0.0312144 | val_loss: 0.0312237 | Time: 2229.28 ms [2021-11-28 18:30:16 main:574] : INFO : Epoch 1567 | loss: 0.0312155 | val_loss: 0.031223 | Time: 2240.5 ms [2021-11-28 18:30:18 main:574] : INFO : Epoch 1568 | loss: 0.0312163 | val_loss: 0.0312232 | Time: 2229.7 ms [2021-11-28 18:30:20 main:574] : INFO : Epoch 1569 | loss: 0.0312165 | val_loss: 0.0312203 | Time: 2190.6 ms [2021-11-28 18:30:22 main:574] : INFO : Epoch 1570 | loss: 0.0312148 | val_loss: 0.0312236 | Time: 2236.53 ms [2021-11-28 18:30:25 main:574] : INFO : Epoch 1571 | loss: 0.0312161 | val_loss: 0.0312191 | Time: 2230.4 ms [2021-11-28 18:30:27 main:574] : INFO : Epoch 1572 | loss: 0.031216 | val_loss: 0.0312228 | Time: 2237.41 ms [2021-11-28 18:30:29 main:574] : INFO : Epoch 1573 | loss: 0.0312159 | val_loss: 0.0312193 | Time: 2219.31 ms [2021-11-28 18:30:31 main:574] : INFO : Epoch 1574 | loss: 0.0312152 | val_loss: 0.0312201 | Time: 2213.21 ms [2021-11-28 18:30:33 main:574] : INFO : Epoch 1575 | loss: 0.0312155 | val_loss: 0.0312214 | Time: 2260.56 ms [2021-11-28 18:30:36 main:574] : INFO : Epoch 1576 | loss: 0.0312142 | val_loss: 0.0312205 | Time: 2230.64 ms [2021-11-28 18:30:38 main:574] : INFO : Epoch 1577 | loss: 0.0312144 | val_loss: 0.0312198 | Time: 2251.33 ms [2021-11-28 18:30:40 main:574] : INFO : Epoch 1578 | loss: 0.0312142 | val_loss: 0.0312187 | Time: 2228.73 ms [2021-11-28 18:30:42 main:574] : INFO : Epoch 1579 | loss: 0.0312139 | val_loss: 0.0312232 | Time: 2225.8 ms [2021-11-28 18:30:45 main:574] : INFO : Epoch 1580 | loss: 0.0312163 | val_loss: 0.0312184 | Time: 2215.03 ms [2021-11-28 18:30:47 main:574] : INFO : Epoch 1581 | loss: 0.0312147 | val_loss: 0.0312194 | Time: 2213.6 ms [2021-11-28 18:30:49 main:574] : INFO : Epoch 1582 | loss: 0.0312144 | val_loss: 0.031223 | Time: 2242.72 ms [2021-11-28 18:30:51 main:574] : INFO : Epoch 1583 | loss: 0.0312185 | val_loss: 0.0312242 | Time: 2213.68 ms [2021-11-28 18:30:54 main:574] : INFO : Epoch 1584 | loss: 0.031217 | val_loss: 0.0312193 | Time: 2230.98 ms [2021-11-28 18:30:56 main:574] : INFO : Epoch 1585 | loss: 0.0312149 | val_loss: 0.0312203 | Time: 2297.5 ms [2021-11-28 18:30:58 main:574] : INFO : Epoch 1586 | loss: 0.0312143 | val_loss: 0.0312207 | Time: 2229.47 ms [2021-11-28 18:31:00 main:574] : INFO : Epoch 1587 | loss: 0.0312133 | val_loss: 0.031221 | Time: 2226.05 ms [2021-11-28 18:31:03 main:574] : INFO : Epoch 1588 | loss: 0.0312147 | val_loss: 0.0312182 | Time: 2251.49 ms [2021-11-28 18:31:05 main:574] : INFO : Epoch 1589 | loss: 0.0312153 | val_loss: 0.0312197 | Time: 2224.99 ms [2021-11-28 18:31:07 main:574] : INFO : Epoch 1590 | loss: 0.0312146 | val_loss: 0.0312184 | Time: 2235.79 ms [2021-11-28 18:31:09 main:574] : INFO : Epoch 1591 | loss: 0.0312149 | val_loss: 0.0312202 | Time: 2263.71 ms [2021-11-28 18:31:12 main:574] : INFO : Epoch 1592 | loss: 0.0312171 | val_loss: 0.0312277 | Time: 2218.78 ms [2021-11-28 18:31:14 main:574] : INFO : Epoch 1593 | loss: 0.0312172 | val_loss: 0.0312206 | Time: 2197.44 ms [2021-11-28 18:31:16 main:574] : INFO : Epoch 1594 | loss: 0.0312158 | val_loss: 0.0312205 | Time: 2218.1 ms [2021-11-28 18:31:18 main:574] : INFO : Epoch 1595 | loss: 0.0312145 | val_loss: 0.0312223 | Time: 2195.07 ms [2021-11-28 18:31:20 main:574] : INFO : Epoch 1596 | loss: 0.031221 | val_loss: 0.0312281 | Time: 2240.26 ms [2021-11-28 18:31:23 main:574] : INFO : Epoch 1597 | loss: 0.0312168 | val_loss: 0.031221 | Time: 2201.94 ms [2021-11-28 18:31:25 main:574] : INFO : Epoch 1598 | loss: 0.0312152 | val_loss: 0.0312204 | Time: 2222.18 ms [2021-11-28 18:31:27 main:574] : INFO : Epoch 1599 | loss: 0.0312149 | val_loss: 0.0312198 | Time: 2209.65 ms [2021-11-28 18:31:29 main:574] : INFO : Epoch 1600 | loss: 0.0312136 | val_loss: 0.0312184 | Time: 2228.5 ms [2021-11-28 18:31:32 main:574] : INFO : Epoch 1601 | loss: 0.0312136 | val_loss: 0.0312187 | Time: 2225.84 ms [2021-11-28 18:31:34 main:574] : INFO : Epoch 1602 | loss: 0.0312153 | val_loss: 0.0312187 | Time: 2241.52 ms [2021-11-28 18:31:36 main:574] : INFO : Epoch 1603 | loss: 0.0312169 | val_loss: 0.0312259 | Time: 2223.01 ms [2021-11-28 18:31:38 main:574] : INFO : Epoch 1604 | loss: 0.0312177 | val_loss: 0.0312208 | Time: 2200.37 ms [2021-11-28 18:31:40 main:574] : INFO : Epoch 1605 | loss: 0.0312139 | val_loss: 0.0312182 | Time: 2242.26 ms [2021-11-28 18:31:43 main:574] : INFO : Epoch 1606 | loss: 0.0312137 | val_loss: 0.0312189 | Time: 2248.99 ms [2021-11-28 18:31:45 main:574] : INFO : Epoch 1607 | loss: 0.0312147 | val_loss: 0.0312223 | Time: 2201.69 ms [2021-11-28 18:31:47 main:574] : INFO : Epoch 1608 | loss: 0.0312182 | val_loss: 0.031225 | Time: 2218.82 ms [2021-11-28 18:31:49 main:574] : INFO : Epoch 1609 | loss: 0.0312176 | val_loss: 0.0312233 | Time: 2190.84 ms [2021-11-28 18:31:52 main:574] : INFO : Epoch 1610 | loss: 0.0312196 | val_loss: 0.0312245 | Time: 2254.41 ms [2021-11-28 18:31:54 main:574] : INFO : Epoch 1611 | loss: 0.0312163 | val_loss: 0.0312204 | Time: 2231.57 ms [2021-11-28 18:31:56 main:574] : INFO : Epoch 1612 | loss: 0.0312145 | val_loss: 0.0312181 | Time: 2238.52 ms [2021-11-28 18:31:58 main:574] : INFO : Epoch 1613 | loss: 0.0312138 | val_loss: 0.0312207 | Time: 2219.9 ms [2021-11-28 18:32:00 main:574] : INFO : Epoch 1614 | loss: 0.0312172 | val_loss: 0.0312221 | Time: 2227.07 ms [2021-11-28 18:32:03 main:574] : INFO : Epoch 1615 | loss: 0.031216 | val_loss: 0.0312249 | Time: 2202.51 ms [2021-11-28 18:32:05 main:574] : INFO : Epoch 1616 | loss: 0.0312154 | val_loss: 0.0312182 | Time: 2272.85 ms [2021-11-28 18:32:07 main:574] : INFO : Epoch 1617 | loss: 0.0312136 | val_loss: 0.0312226 | Time: 2235.46 ms [2021-11-28 18:32:09 main:574] : INFO : Epoch 1618 | loss: 0.0312147 | val_loss: 0.0312185 | Time: 2223.05 ms [2021-11-28 18:32:12 main:574] : INFO : Epoch 1619 | loss: 0.0312151 | val_loss: 0.0312197 | Time: 2227.69 ms [2021-11-28 18:32:14 main:574] : INFO : Epoch 1620 | loss: 0.0312144 | val_loss: 0.0312186 | Time: 2215.07 ms [2021-11-28 18:32:16 main:574] : INFO : Epoch 1621 | loss: 0.0312136 | val_loss: 0.0312192 | Time: 2252.7 ms [2021-11-28 18:32:18 main:574] : INFO : Epoch 1622 | loss: 0.0312135 | val_loss: 0.0312193 | Time: 2227.49 ms [2021-11-28 18:32:21 main:574] : INFO : Epoch 1623 | loss: 0.0312163 | val_loss: 0.0312212 | Time: 2237.88 ms [2021-11-28 18:32:23 main:574] : INFO : Epoch 1624 | loss: 0.0312177 | val_loss: 0.0312254 | Time: 2244.13 ms [2021-11-28 18:32:25 main:574] : INFO : Epoch 1625 | loss: 0.0312173 | val_loss: 0.0312249 | Time: 2205.82 ms [2021-11-28 18:32:27 main:574] : INFO : Epoch 1626 | loss: 0.0312167 | val_loss: 0.0312241 | Time: 2264.81 ms [2021-11-28 18:32:30 main:574] : INFO : Epoch 1627 | loss: 0.0312145 | val_loss: 0.0312209 | Time: 2242.82 ms [2021-11-28 18:32:32 main:574] : INFO : Epoch 1628 | loss: 0.0312152 | val_loss: 0.0312184 | Time: 2273.25 ms [2021-11-28 18:32:34 main:574] : INFO : Epoch 1629 | loss: 0.031214 | val_loss: 0.0312212 | Time: 2248.69 ms [2021-11-28 18:32:36 main:574] : INFO : Epoch 1630 | loss: 0.0312141 | val_loss: 0.0312204 | Time: 2203.85 ms [2021-11-28 18:32:39 main:574] : INFO : Epoch 1631 | loss: 0.0312159 | val_loss: 0.031218 | Time: 2242.73 ms [2021-11-28 18:32:41 main:574] : INFO : Epoch 1632 | loss: 0.0312143 | val_loss: 0.0312178 | Time: 2200.26 ms [2021-11-28 18:32:43 main:574] : INFO : Epoch 1633 | loss: 0.0312157 | val_loss: 0.031224 | Time: 2208.81 ms [2021-11-28 18:32:45 main:574] : INFO : Epoch 1634 | loss: 0.0312145 | val_loss: 0.0312227 | Time: 2209.05 ms [2021-11-28 18:32:47 main:574] : INFO : Epoch 1635 | loss: 0.0312165 | val_loss: 0.031218 | Time: 2237.98 ms [2021-11-28 18:32:50 main:574] : INFO : Epoch 1636 | loss: 0.0312161 | val_loss: 0.0312269 | Time: 2216.13 ms [2021-11-28 18:32:52 main:574] : INFO : Epoch 1637 | loss: 0.0312152 | val_loss: 0.031218 | Time: 2237.38 ms [2021-11-28 18:32:54 main:574] : INFO : Epoch 1638 | loss: 0.0312133 | val_loss: 0.0312187 | Time: 2247.12 ms [2021-11-28 18:32:56 main:574] : INFO : Epoch 1639 | loss: 0.0312148 | val_loss: 0.0312208 | Time: 2216.08 ms [2021-11-28 18:32:59 main:574] : INFO : Epoch 1640 | loss: 0.0312151 | val_loss: 0.0312186 | Time: 2200.33 ms [2021-11-28 18:33:01 main:574] : INFO : Epoch 1641 | loss: 0.0312143 | val_loss: 0.031222 | Time: 2239.06 ms [2021-11-28 18:33:03 main:574] : INFO : Epoch 1642 | loss: 0.0312158 | val_loss: 0.0312195 | Time: 2252.65 ms [2021-11-28 18:33:05 main:574] : INFO : Epoch 1643 | loss: 0.0312136 | val_loss: 0.0312212 | Time: 2220.85 ms [2021-11-28 18:33:08 main:574] : INFO : Epoch 1644 | loss: 0.0312143 | val_loss: 0.031219 | Time: 2221.99 ms [2021-11-28 18:33:10 main:574] : INFO : Epoch 1645 | loss: 0.0312144 | val_loss: 0.0312187 | Time: 2230.78 ms [2021-11-28 18:33:12 main:574] : INFO : Epoch 1646 | loss: 0.0312132 | val_loss: 0.0312197 | Time: 2241.25 ms [2021-11-28 18:33:14 main:574] : INFO : Epoch 1647 | loss: 0.0312154 | val_loss: 0.0312182 | Time: 2220.83 ms [2021-11-28 18:33:16 main:574] : INFO : Epoch 1648 | loss: 0.0312145 | val_loss: 0.0312205 | Time: 2203.78 ms [2021-11-28 18:33:19 main:574] : INFO : Epoch 1649 | loss: 0.0312166 | val_loss: 0.0312182 | Time: 2221.18 ms [2021-11-28 18:33:21 main:574] : INFO : Epoch 1650 | loss: 0.0312155 | val_loss: 0.0312272 | Time: 2245.09 ms [2021-11-28 18:33:23 main:574] : INFO : Epoch 1651 | loss: 0.0312167 | val_loss: 0.0312214 | Time: 2220.32 ms [2021-11-28 18:33:25 main:574] : INFO : Epoch 1652 | loss: 0.0312165 | val_loss: 0.0312186 | Time: 2261.62 ms [2021-11-28 18:33:28 main:574] : INFO : Epoch 1653 | loss: 0.0312131 | val_loss: 0.0312188 | Time: 2226.3 ms [2021-11-28 18:33:30 main:574] : INFO : Epoch 1654 | loss: 0.031213 | val_loss: 0.0312185 | Time: 2209.2 ms [2021-11-28 18:33:32 main:574] : INFO : Epoch 1655 | loss: 0.0312187 | val_loss: 0.0312279 | Time: 2229.7 ms [2021-11-28 18:33:34 main:574] : INFO : Epoch 1656 | loss: 0.0312171 | val_loss: 0.0312244 | Time: 2241.77 ms [2021-11-28 18:33:37 main:574] : INFO : Epoch 1657 | loss: 0.0312162 | val_loss: 0.0312196 | Time: 2209.17 ms [2021-11-28 18:33:39 main:574] : INFO : Epoch 1658 | loss: 0.0312131 | val_loss: 0.0312187 | Time: 2257.88 ms [2021-11-28 18:33:41 main:574] : INFO : Epoch 1659 | loss: 0.0312136 | val_loss: 0.0312183 | Time: 2211.8 ms [2021-11-28 18:33:43 main:574] : INFO : Epoch 1660 | loss: 0.031213 | val_loss: 0.0312178 | Time: 2204.57 ms [2021-11-28 18:33:45 main:574] : INFO : Epoch 1661 | loss: 0.0312135 | val_loss: 0.031219 | Time: 2231.69 ms [2021-11-28 18:33:48 main:574] : INFO : Epoch 1662 | loss: 0.0312134 | val_loss: 0.031225 | Time: 2218.42 ms [2021-11-28 18:33:50 main:574] : INFO : Epoch 1663 | loss: 0.03122 | val_loss: 0.0312266 | Time: 2247.89 ms [2021-11-28 18:33:52 main:574] : INFO : Epoch 1664 | loss: 0.0312164 | val_loss: 0.0312203 | Time: 2253.58 ms [2021-11-28 18:33:54 main:574] : INFO : Epoch 1665 | loss: 0.0312157 | val_loss: 0.0312207 | Time: 2249.54 ms [2021-11-28 18:33:57 main:574] : INFO : Epoch 1666 | loss: 0.0312142 | val_loss: 0.0312194 | Time: 2221.08 ms [2021-11-28 18:33:59 main:574] : INFO : Epoch 1667 | loss: 0.0312132 | val_loss: 0.0312194 | Time: 2262.9 ms [2021-11-28 18:34:01 main:574] : INFO : Epoch 1668 | loss: 0.0312134 | val_loss: 0.0312189 | Time: 2226.32 ms [2021-11-28 18:34:03 main:574] : INFO : Epoch 1669 | loss: 0.031214 | val_loss: 0.0312192 | Time: 2236.05 ms [2021-11-28 18:34:06 main:574] : INFO : Epoch 1670 | loss: 0.0312129 | val_loss: 0.0312178 | Time: 2221.63 ms [2021-11-28 18:34:08 main:574] : INFO : Epoch 1671 | loss: 0.0312139 | val_loss: 0.0312206 | Time: 2235.24 ms [2021-11-28 18:34:10 main:574] : INFO : Epoch 1672 | loss: 0.0312147 | val_loss: 0.0312195 | Time: 2215.69 ms [2021-11-28 18:34:12 main:574] : INFO : Epoch 1673 | loss: 0.0312138 | val_loss: 0.0312188 | Time: 2235.29 ms [2021-11-28 18:34:14 main:574] : INFO : Epoch 1674 | loss: 0.0312131 | val_loss: 0.0312192 | Time: 2200.76 ms [2021-11-28 18:34:17 main:574] : INFO : Epoch 1675 | loss: 0.0312133 | val_loss: 0.0312187 | Time: 2207.3 ms [2021-11-28 18:34:19 main:574] : INFO : Epoch 1676 | loss: 0.0312131 | val_loss: 0.0312183 | Time: 2218.16 ms [2021-11-28 18:34:21 main:574] : INFO : Epoch 1677 | loss: 0.031213 | val_loss: 0.0312185 | Time: 2245.44 ms [2021-11-28 18:34:23 main:574] : INFO : Epoch 1678 | loss: 0.0312134 | val_loss: 0.0312182 | Time: 2243.91 ms [2021-11-28 18:34:26 main:574] : INFO : Epoch 1679 | loss: 0.0312143 | val_loss: 0.0312202 | Time: 2223.78 ms [2021-11-28 18:34:28 main:574] : INFO : Epoch 1680 | loss: 0.0312141 | val_loss: 0.0312225 | Time: 2229.53 ms [2021-11-28 18:34:30 main:574] : INFO : Epoch 1681 | loss: 0.0312157 | val_loss: 0.0312199 | Time: 2239.62 ms [2021-11-28 18:34:32 main:574] : INFO : Epoch 1682 | loss: 0.0312147 | val_loss: 0.0312302 | Time: 2222.55 ms [2021-11-28 18:34:35 main:574] : INFO : Epoch 1683 | loss: 0.0312179 | val_loss: 0.031223 | Time: 2183.59 ms [2021-11-28 18:34:37 main:574] : INFO : Epoch 1684 | loss: 0.0312143 | val_loss: 0.0312179 | Time: 2177.55 ms [2021-11-28 18:34:39 main:574] : INFO : Epoch 1685 | loss: 0.0312127 | val_loss: 0.0312194 | Time: 2200.27 ms [2021-11-28 18:34:41 main:574] : INFO : Epoch 1686 | loss: 0.0312141 | val_loss: 0.0312183 | Time: 2213 ms [2021-11-28 18:34:43 main:574] : INFO : Epoch 1687 | loss: 0.0312138 | val_loss: 0.0312186 | Time: 2236.91 ms [2021-11-28 18:34:46 main:574] : INFO : Epoch 1688 | loss: 0.0312139 | val_loss: 0.0312215 | Time: 2178.83 ms [2021-11-28 18:34:48 main:574] : INFO : Epoch 1689 | loss: 0.0312132 | val_loss: 0.0312203 | Time: 2200.6 ms [2021-11-28 18:34:50 main:574] : INFO : Epoch 1690 | loss: 0.0312172 | val_loss: 0.0312247 | Time: 2226.19 ms [2021-11-28 18:34:52 main:574] : INFO : Epoch 1691 | loss: 0.0312174 | val_loss: 0.0312215 | Time: 2177.43 ms [2021-11-28 18:34:54 main:574] : INFO : Epoch 1692 | loss: 0.0312168 | val_loss: 0.0312186 | Time: 2251.83 ms [2021-11-28 18:34:57 main:574] : INFO : Epoch 1693 | loss: 0.0312163 | val_loss: 0.0312191 | Time: 2187.79 ms [2021-11-28 18:34:59 main:574] : INFO : Epoch 1694 | loss: 0.0312137 | val_loss: 0.0312222 | Time: 2203.64 ms [2021-11-28 18:35:01 main:574] : INFO : Epoch 1695 | loss: 0.0312197 | val_loss: 0.0312266 | Time: 2200.91 ms [2021-11-28 18:35:03 main:574] : INFO : Epoch 1696 | loss: 0.0312171 | val_loss: 0.0312197 | Time: 2214.1 ms [2021-11-28 18:35:05 main:574] : INFO : Epoch 1697 | loss: 0.0312143 | val_loss: 0.0312199 | Time: 2208.14 ms [2021-11-28 18:35:08 main:574] : INFO : Epoch 1698 | loss: 0.0312138 | val_loss: 0.0312212 | Time: 2229.93 ms [2021-11-28 18:35:10 main:574] : INFO : Epoch 1699 | loss: 0.0312149 | val_loss: 0.03122 | Time: 2180.96 ms [2021-11-28 18:35:12 main:574] : INFO : Epoch 1700 | loss: 0.0312136 | val_loss: 0.0312185 | Time: 2210.94 ms [2021-11-28 18:35:14 main:574] : INFO : Epoch 1701 | loss: 0.0312134 | val_loss: 0.0312206 | Time: 2221.53 ms [2021-11-28 18:35:17 main:574] : INFO : Epoch 1702 | loss: 0.0312138 | val_loss: 0.0312205 | Time: 2221.41 ms [2021-11-28 18:35:19 main:574] : INFO : Epoch 1703 | loss: 0.0312144 | val_loss: 0.0312238 | Time: 2214.04 ms [2021-11-28 18:35:21 main:574] : INFO : Epoch 1704 | loss: 0.0312131 | val_loss: 0.0312189 | Time: 2236.62 ms [2021-11-28 18:35:23 main:574] : INFO : Epoch 1705 | loss: 0.0312129 | val_loss: 0.0312202 | Time: 2220.03 ms [2021-11-28 18:35:25 main:574] : INFO : Epoch 1706 | loss: 0.0312166 | val_loss: 0.0312224 | Time: 2234.64 ms [2021-11-28 18:35:28 main:574] : INFO : Epoch 1707 | loss: 0.0312152 | val_loss: 0.0312191 | Time: 2242.43 ms [2021-11-28 18:35:30 main:574] : INFO : Epoch 1708 | loss: 0.0312125 | val_loss: 0.0312195 | Time: 2218.03 ms [2021-11-28 18:35:32 main:574] : INFO : Epoch 1709 | loss: 0.0312126 | val_loss: 0.0312189 | Time: 2218.9 ms [2021-11-28 18:35:34 main:574] : INFO : Epoch 1710 | loss: 0.0312127 | val_loss: 0.0312222 | Time: 2208.04 ms [2021-11-28 18:35:37 main:574] : INFO : Epoch 1711 | loss: 0.0312184 | val_loss: 0.0312227 | Time: 2215.58 ms [2021-11-28 18:35:39 main:574] : INFO : Epoch 1712 | loss: 0.0312184 | val_loss: 0.0312247 | Time: 2204.02 ms [2021-11-28 18:35:41 main:574] : INFO : Epoch 1713 | loss: 0.0312154 | val_loss: 0.0312215 | Time: 2233.14 ms [2021-11-28 18:35:43 main:574] : INFO : Epoch 1714 | loss: 0.031217 | val_loss: 0.0312342 | Time: 2195.93 ms [2021-11-28 18:35:45 main:574] : INFO : Epoch 1715 | loss: 0.0312157 | val_loss: 0.0312207 | Time: 2255.68 ms [2021-11-28 18:35:48 main:574] : INFO : Epoch 1716 | loss: 0.0312145 | val_loss: 0.0312204 | Time: 2242.83 ms [2021-11-28 18:35:50 main:574] : INFO : Epoch 1717 | loss: 0.0312131 | val_loss: 0.0312195 | Time: 2235.78 ms [2021-11-28 18:35:52 main:574] : INFO : Epoch 1718 | loss: 0.0312131 | val_loss: 0.0312181 | Time: 2220.12 ms [2021-11-28 18:35:54 main:574] : INFO : Epoch 1719 | loss: 0.0312136 | val_loss: 0.0312184 | Time: 2232.73 ms [2021-11-28 18:35:57 main:574] : INFO : Epoch 1720 | loss: 0.0312149 | val_loss: 0.0312199 | Time: 2233.99 ms [2021-11-28 18:35:59 main:574] : INFO : Epoch 1721 | loss: 0.0312159 | val_loss: 0.0312237 | Time: 2212.02 ms [2021-11-28 18:36:01 main:574] : INFO : Epoch 1722 | loss: 0.0312165 | val_loss: 0.031218 | Time: 2232.11 ms [2021-11-28 18:36:03 main:574] : INFO : Epoch 1723 | loss: 0.0312136 | val_loss: 0.0312186 | Time: 2214.83 ms [2021-11-28 18:36:06 main:574] : INFO : Epoch 1724 | loss: 0.0312121 | val_loss: 0.0312187 | Time: 2214.48 ms [2021-11-28 18:36:08 main:574] : INFO : Epoch 1725 | loss: 0.0312121 | val_loss: 0.03122 | Time: 2218.72 ms [2021-11-28 18:36:10 main:574] : INFO : Epoch 1726 | loss: 0.0312141 | val_loss: 0.0312194 | Time: 2187.88 ms [2021-11-28 18:36:12 main:574] : INFO : Epoch 1727 | loss: 0.0312145 | val_loss: 0.0312209 | Time: 2237.08 ms [2021-11-28 18:36:14 main:574] : INFO : Epoch 1728 | loss: 0.0312154 | val_loss: 0.031221 | Time: 2231.61 ms [2021-11-28 18:36:17 main:574] : INFO : Epoch 1729 | loss: 0.0312136 | val_loss: 0.0312195 | Time: 2249.52 ms [2021-11-28 18:36:19 main:574] : INFO : Epoch 1730 | loss: 0.0312142 | val_loss: 0.0312188 | Time: 2220.52 ms [2021-11-28 18:36:21 main:574] : INFO : Epoch 1731 | loss: 0.0312124 | val_loss: 0.0312206 | Time: 2212.52 ms [2021-11-28 18:36:23 main:574] : INFO : Epoch 1732 | loss: 0.0312135 | val_loss: 0.0312179 | Time: 2217.83 ms [2021-11-28 18:36:26 main:574] : INFO : Epoch 1733 | loss: 0.031214 | val_loss: 0.0312223 | Time: 2207.47 ms [2021-11-28 18:36:28 main:574] : INFO : Epoch 1734 | loss: 0.0312126 | val_loss: 0.0312202 | Time: 2225.8 ms [2021-11-28 18:36:30 main:574] : INFO : Epoch 1735 | loss: 0.0312139 | val_loss: 0.0312193 | Time: 2223.02 ms [2021-11-28 18:36:32 main:574] : INFO : Epoch 1736 | loss: 0.0312125 | val_loss: 0.0312191 | Time: 2221.47 ms [2021-11-28 18:36:34 main:574] : INFO : Epoch 1737 | loss: 0.0312124 | val_loss: 0.0312179 | Time: 2207.73 ms [2021-11-28 18:36:37 main:574] : INFO : Epoch 1738 | loss: 0.0312119 | val_loss: 0.0312182 | Time: 2192.86 ms [2021-11-28 18:36:39 main:574] : INFO : Epoch 1739 | loss: 0.031212 | val_loss: 0.0312177 | Time: 2210.31 ms [2021-11-28 18:36:41 main:574] : INFO : Epoch 1740 | loss: 0.0312133 | val_loss: 0.0312187 | Time: 2218.57 ms [2021-11-28 18:36:43 main:574] : INFO : Epoch 1741 | loss: 0.0312123 | val_loss: 0.0312179 | Time: 2233.91 ms [2021-11-28 18:36:46 main:574] : INFO : Epoch 1742 | loss: 0.0312125 | val_loss: 0.0312204 | Time: 2206.46 ms [2021-11-28 18:36:48 main:574] : INFO : Epoch 1743 | loss: 0.0312133 | val_loss: 0.0312242 | Time: 2197.68 ms [2021-11-28 18:36:50 main:574] : INFO : Epoch 1744 | loss: 0.0312157 | val_loss: 0.031223 | Time: 2252.61 ms [2021-11-28 18:36:52 main:574] : INFO : Epoch 1745 | loss: 0.0312129 | val_loss: 0.0312193 | Time: 2200.28 ms [2021-11-28 18:36:54 main:574] : INFO : Epoch 1746 | loss: 0.031212 | val_loss: 0.0312197 | Time: 2236.71 ms [2021-11-28 18:36:57 main:574] : INFO : Epoch 1747 | loss: 0.0312152 | val_loss: 0.0312222 | Time: 2216.46 ms [2021-11-28 18:36:59 main:574] : INFO : Epoch 1748 | loss: 0.0312168 | val_loss: 0.0312306 | Time: 2195.72 ms [2021-11-28 18:37:01 main:574] : INFO : Epoch 1749 | loss: 0.0312204 | val_loss: 0.0312192 | Time: 2220.4 ms [2021-11-28 18:37:03 main:574] : INFO : Epoch 1750 | loss: 0.0312171 | val_loss: 0.0312195 | Time: 2222.87 ms [2021-11-28 18:37:06 main:574] : INFO : Epoch 1751 | loss: 0.0312131 | val_loss: 0.0312187 | Time: 2215.94 ms [2021-11-28 18:37:08 main:574] : INFO : Epoch 1752 | loss: 0.0312164 | val_loss: 0.0312223 | Time: 2234.32 ms [2021-11-28 18:37:10 main:574] : INFO : Epoch 1753 | loss: 0.031214 | val_loss: 0.0312209 | Time: 2213.12 ms [2021-11-28 18:37:12 main:574] : INFO : Epoch 1754 | loss: 0.0312136 | val_loss: 0.0312211 | Time: 2193.39 ms [2021-11-28 18:37:14 main:574] : INFO : Epoch 1755 | loss: 0.0312133 | val_loss: 0.0312199 | Time: 2234.78 ms [2021-11-28 18:37:17 main:574] : INFO : Epoch 1756 | loss: 0.0312149 | val_loss: 0.0312254 | Time: 2205.86 ms [2021-11-28 18:37:19 main:574] : INFO : Epoch 1757 | loss: 0.0312146 | val_loss: 0.031219 | Time: 2221.81 ms [2021-11-28 18:37:21 main:574] : INFO : Epoch 1758 | loss: 0.0312133 | val_loss: 0.0312188 | Time: 2211.96 ms [2021-11-28 18:37:23 main:574] : INFO : Epoch 1759 | loss: 0.0312135 | val_loss: 0.031218 | Time: 2235.21 ms [2021-11-28 18:37:26 main:574] : INFO : Epoch 1760 | loss: 0.0312131 | val_loss: 0.0312193 | Time: 2219.85 ms [2021-11-28 18:37:28 main:574] : INFO : Epoch 1761 | loss: 0.0312125 | val_loss: 0.0312225 | Time: 2230.09 ms [2021-11-28 18:37:30 main:574] : INFO : Epoch 1762 | loss: 0.0312137 | val_loss: 0.0312184 | Time: 2204.58 ms [2021-11-28 18:37:32 main:574] : INFO : Epoch 1763 | loss: 0.031212 | val_loss: 0.0312196 | Time: 2251.98 ms [2021-11-28 18:37:34 main:574] : INFO : Epoch 1764 | loss: 0.0312128 | val_loss: 0.0312187 | Time: 2196.62 ms [2021-11-28 18:37:37 main:574] : INFO : Epoch 1765 | loss: 0.0312139 | val_loss: 0.0312186 | Time: 2212.27 ms [2021-11-28 18:37:39 main:574] : INFO : Epoch 1766 | loss: 0.0312139 | val_loss: 0.0312197 | Time: 2225.3 ms [2021-11-28 18:37:41 main:574] : INFO : Epoch 1767 | loss: 0.0312126 | val_loss: 0.0312246 | Time: 2203.36 ms [2021-11-28 18:37:43 main:574] : INFO : Epoch 1768 | loss: 0.0312139 | val_loss: 0.0312188 | Time: 2230.42 ms [2021-11-28 18:37:46 main:574] : INFO : Epoch 1769 | loss: 0.0312126 | val_loss: 0.0312178 | Time: 2212.83 ms [2021-11-28 18:37:48 main:574] : INFO : Epoch 1770 | loss: 0.0312127 | val_loss: 0.0312195 | Time: 2227.06 ms [2021-11-28 18:37:50 main:574] : INFO : Epoch 1771 | loss: 0.031215 | val_loss: 0.0312199 | Time: 2213.85 ms [2021-11-28 18:37:52 main:574] : INFO : Epoch 1772 | loss: 0.0312132 | val_loss: 0.0312178 | Time: 2213.4 ms [2021-11-28 18:37:54 main:574] : INFO : Epoch 1773 | loss: 0.0312135 | val_loss: 0.0312272 | Time: 2229.75 ms [2021-11-28 18:37:57 main:574] : INFO : Epoch 1774 | loss: 0.0312155 | val_loss: 0.0312185 | Time: 2243.66 ms [2021-11-28 18:37:59 main:574] : INFO : Epoch 1775 | loss: 0.0312145 | val_loss: 0.0312233 | Time: 2221 ms [2021-11-28 18:38:01 main:574] : INFO : Epoch 1776 | loss: 0.0312162 | val_loss: 0.0312221 | Time: 2210.54 ms [2021-11-28 18:38:03 main:574] : INFO : Epoch 1777 | loss: 0.0312147 | val_loss: 0.0312217 | Time: 2247.87 ms [2021-11-28 18:38:06 main:574] : INFO : Epoch 1778 | loss: 0.0312126 | val_loss: 0.0312181 | Time: 2211.6 ms [2021-11-28 18:38:08 main:574] : INFO : Epoch 1779 | loss: 0.0312121 | val_loss: 0.0312181 | Time: 2253.33 ms [2021-11-28 18:38:10 main:574] : INFO : Epoch 1780 | loss: 0.0312131 | val_loss: 0.0312206 | Time: 2236.35 ms [2021-11-28 18:38:12 main:574] : INFO : Epoch 1781 | loss: 0.0312143 | val_loss: 0.0312197 | Time: 2251.02 ms [2021-11-28 18:38:15 main:574] : INFO : Epoch 1782 | loss: 0.0312122 | val_loss: 0.0312197 | Time: 2225.25 ms [2021-11-28 18:38:17 main:574] : INFO : Epoch 1783 | loss: 0.0312123 | val_loss: 0.0312183 | Time: 2270.35 ms [2021-11-28 18:38:19 main:574] : INFO : Epoch 1784 | loss: 0.0312128 | val_loss: 0.0312199 | Time: 2232.21 ms [2021-11-28 18:38:21 main:574] : INFO : Epoch 1785 | loss: 0.0312124 | val_loss: 0.0312193 | Time: 2239.2 ms [2021-11-28 18:38:24 main:574] : INFO : Epoch 1786 | loss: 0.0312139 | val_loss: 0.0312192 | Time: 2221.64 ms [2021-11-28 18:38:26 main:574] : INFO : Epoch 1787 | loss: 0.0312125 | val_loss: 0.0312223 | Time: 2235.64 ms [2021-11-28 18:38:28 main:574] : INFO : Epoch 1788 | loss: 0.0312135 | val_loss: 0.0312191 | Time: 2212.07 ms [2021-11-28 18:38:30 main:574] : INFO : Epoch 1789 | loss: 0.0312124 | val_loss: 0.0312244 | Time: 2239.32 ms [2021-11-28 18:38:32 main:574] : INFO : Epoch 1790 | loss: 0.0312132 | val_loss: 0.0312241 | Time: 2196.81 ms [2021-11-28 18:38:35 main:574] : INFO : Epoch 1791 | loss: 0.0312136 | val_loss: 0.0312197 | Time: 2242.18 ms [2021-11-28 18:38:37 main:574] : INFO : Epoch 1792 | loss: 0.0312117 | val_loss: 0.0312187 | Time: 2232.53 ms [2021-11-28 18:38:39 main:574] : INFO : Epoch 1793 | loss: 0.0312118 | val_loss: 0.0312189 | Time: 2225.55 ms [2021-11-28 18:38:41 main:574] : INFO : Epoch 1794 | loss: 0.0312136 | val_loss: 0.0312203 | Time: 2214.42 ms [2021-11-28 18:38:44 main:574] : INFO : Epoch 1795 | loss: 0.0312134 | val_loss: 0.0312188 | Time: 2236.34 ms [2021-11-28 18:38:46 main:574] : INFO : Epoch 1796 | loss: 0.0312124 | val_loss: 0.0312178 | Time: 2197 ms [2021-11-28 18:38:48 main:574] : INFO : Epoch 1797 | loss: 0.0312117 | val_loss: 0.0312182 | Time: 2201.12 ms [2021-11-28 18:38:50 main:574] : INFO : Epoch 1798 | loss: 0.031212 | val_loss: 0.0312247 | Time: 2222.37 ms [2021-11-28 18:38:52 main:574] : INFO : Epoch 1799 | loss: 0.0312136 | val_loss: 0.0312182 | Time: 2201.43 ms [2021-11-28 18:38:55 main:574] : INFO : Epoch 1800 | loss: 0.0312123 | val_loss: 0.0312195 | Time: 2223.4 ms [2021-11-28 18:38:57 main:574] : INFO : Epoch 1801 | loss: 0.0312145 | val_loss: 0.0312199 | Time: 2210.69 ms [2021-11-28 18:38:59 main:574] : INFO : Epoch 1802 | loss: 0.0312136 | val_loss: 0.0312208 | Time: 2228.3 ms [2021-11-28 18:39:01 main:574] : INFO : Epoch 1803 | loss: 0.0312152 | val_loss: 0.0312206 | Time: 2201.59 ms [2021-11-28 18:39:04 main:574] : INFO : Epoch 1804 | loss: 0.0312134 | val_loss: 0.0312192 | Time: 2228.61 ms [2021-11-28 18:39:06 main:574] : INFO : Epoch 1805 | loss: 0.0312119 | val_loss: 0.0312246 | Time: 2248.77 ms [2021-11-28 18:39:08 main:574] : INFO : Epoch 1806 | loss: 0.0312164 | val_loss: 0.0312182 | Time: 2222.47 ms [2021-11-28 18:39:10 main:574] : INFO : Epoch 1807 | loss: 0.0312161 | val_loss: 0.0312237 | Time: 2233.69 ms [2021-11-28 18:39:12 main:574] : INFO : Epoch 1808 | loss: 0.0312142 | val_loss: 0.0312219 | Time: 2208.7 ms [2021-11-28 18:39:15 main:574] : INFO : Epoch 1809 | loss: 0.0312128 | val_loss: 0.0312185 | Time: 2235.82 ms [2021-11-28 18:39:17 main:574] : INFO : Epoch 1810 | loss: 0.0312156 | val_loss: 0.031219 | Time: 2237.5 ms [2021-11-28 18:39:19 main:574] : INFO : Epoch 1811 | loss: 0.031216 | val_loss: 0.0312226 | Time: 2241.23 ms [2021-11-28 18:39:21 main:574] : INFO : Epoch 1812 | loss: 0.031214 | val_loss: 0.031218 | Time: 2221.49 ms [2021-11-28 18:39:24 main:574] : INFO : Epoch 1813 | loss: 0.0312144 | val_loss: 0.0312217 | Time: 2239.93 ms [2021-11-28 18:39:26 main:574] : INFO : Epoch 1814 | loss: 0.0312123 | val_loss: 0.0312196 | Time: 2197.08 ms [2021-11-28 18:39:28 main:574] : INFO : Epoch 1815 | loss: 0.0312115 | val_loss: 0.03122 | Time: 2221.07 ms [2021-11-28 18:39:30 main:574] : INFO : Epoch 1816 | loss: 0.0312127 | val_loss: 0.0312245 | Time: 2211.38 ms [2021-11-28 18:39:33 main:574] : INFO : Epoch 1817 | loss: 0.0312136 | val_loss: 0.0312178 | Time: 2240.85 ms [2021-11-28 18:39:35 main:574] : INFO : Epoch 1818 | loss: 0.0312117 | val_loss: 0.0312181 | Time: 2235.08 ms [2021-11-28 18:39:37 main:574] : INFO : Epoch 1819 | loss: 0.0312123 | val_loss: 0.0312181 | Time: 2232.41 ms [2021-11-28 18:39:39 main:574] : INFO : Epoch 1820 | loss: 0.0312122 | val_loss: 0.031222 | Time: 2221.89 ms [2021-11-28 18:39:41 main:574] : INFO : Epoch 1821 | loss: 0.0312125 | val_loss: 0.0312191 | Time: 2235.95 ms [2021-11-28 18:39:44 main:574] : INFO : Epoch 1822 | loss: 0.0312128 | val_loss: 0.0312185 | Time: 2210.18 ms [2021-11-28 18:39:46 main:574] : INFO : Epoch 1823 | loss: 0.0312122 | val_loss: 0.031219 | Time: 2260.77 ms [2021-11-28 18:39:48 main:574] : INFO : Epoch 1824 | loss: 0.0312115 | val_loss: 0.0312216 | Time: 2201.06 ms [2021-11-28 18:39:50 main:574] : INFO : Epoch 1825 | loss: 0.0312117 | val_loss: 0.0312193 | Time: 2247.82 ms [2021-11-28 18:39:53 main:574] : INFO : Epoch 1826 | loss: 0.0312122 | val_loss: 0.0312181 | Time: 2244.76 ms [2021-11-28 18:39:55 main:574] : INFO : Epoch 1827 | loss: 0.0312117 | val_loss: 0.0312178 | Time: 2248.32 ms [2021-11-28 18:39:57 main:574] : INFO : Epoch 1828 | loss: 0.0312141 | val_loss: 0.0312197 | Time: 2231.4 ms [2021-11-28 18:39:59 main:574] : INFO : Epoch 1829 | loss: 0.0312121 | val_loss: 0.0312191 | Time: 2213.75 ms [2021-11-28 18:40:02 main:574] : INFO : Epoch 1830 | loss: 0.0312126 | val_loss: 0.0312181 | Time: 2215.64 ms [2021-11-28 18:40:04 main:574] : INFO : Epoch 1831 | loss: 0.0312116 | val_loss: 0.0312206 | Time: 2221.09 ms [2021-11-28 18:40:06 main:574] : INFO : Epoch 1832 | loss: 0.0312139 | val_loss: 0.0312219 | Time: 2215.96 ms [2021-11-28 18:40:08 main:574] : INFO : Epoch 1833 | loss: 0.0312126 | val_loss: 0.0312202 | Time: 2218.14 ms [2021-11-28 18:40:10 main:574] : INFO : Epoch 1834 | loss: 0.031213 | val_loss: 0.0312185 | Time: 2207.76 ms [2021-11-28 18:40:13 main:574] : INFO : Epoch 1835 | loss: 0.0312122 | val_loss: 0.031219 | Time: 2230.75 ms [2021-11-28 18:40:15 main:574] : INFO : Epoch 1836 | loss: 0.0312121 | val_loss: 0.031219 | Time: 2200.41 ms [2021-11-28 18:40:17 main:574] : INFO : Epoch 1837 | loss: 0.0312132 | val_loss: 0.0312196 | Time: 2230.97 ms [2021-11-28 18:40:19 main:574] : INFO : Epoch 1838 | loss: 0.0312148 | val_loss: 0.0312257 | Time: 2209.67 ms [2021-11-28 18:40:22 main:574] : INFO : Epoch 1839 | loss: 0.0312173 | val_loss: 0.0312187 | Time: 2208.59 ms [2021-11-28 18:40:24 main:574] : INFO : Epoch 1840 | loss: 0.0558398 | val_loss: 0.0366485 | Time: 2193.1 ms [2021-11-28 18:40:26 main:574] : INFO : Epoch 1841 | loss: 0.0625571 | val_loss: 0.0378347 | Time: 2231.88 ms [2021-11-28 18:40:28 main:574] : INFO : Epoch 1842 | loss: 0.0341331 | val_loss: 0.0316303 | Time: 2218.08 ms [2021-11-28 18:40:30 main:574] : INFO : Epoch 1843 | loss: 0.0315224 | val_loss: 0.0312865 | Time: 2211.24 ms [2021-11-28 18:40:33 main:574] : INFO : Epoch 1844 | loss: 0.0313095 | val_loss: 0.0312797 | Time: 2249.45 ms [2021-11-28 18:40:35 main:574] : INFO : Epoch 1845 | loss: 0.0312703 | val_loss: 0.031268 | Time: 2210.43 ms [2021-11-28 18:40:37 main:574] : INFO : Epoch 1846 | loss: 0.0312621 | val_loss: 0.0312608 | Time: 2223.88 ms [2021-11-28 18:40:39 main:574] : INFO : Epoch 1847 | loss: 0.0312594 | val_loss: 0.0312593 | Time: 2227.8 ms [2021-11-28 18:40:42 main:574] : INFO : Epoch 1848 | loss: 0.0312583 | val_loss: 0.0312584 | Time: 2227.74 ms [2021-11-28 18:40:44 main:574] : INFO : Epoch 1849 | loss: 0.0312572 | val_loss: 0.0312575 | Time: 2201.36 ms [2021-11-28 18:40:46 main:574] : INFO : Epoch 1850 | loss: 0.0312564 | val_loss: 0.0312565 | Time: 2237.21 ms [2021-11-28 18:40:48 main:574] : INFO : Epoch 1851 | loss: 0.031256 | val_loss: 0.031256 | Time: 2202.71 ms [2021-11-28 18:40:50 main:574] : INFO : Epoch 1852 | loss: 0.0312551 | val_loss: 0.0312555 | Time: 2232.09 ms [2021-11-28 18:40:53 main:574] : INFO : Epoch 1853 | loss: 0.0312548 | val_loss: 0.0312549 | Time: 2222.11 ms [2021-11-28 18:40:55 main:574] : INFO : Epoch 1854 | loss: 0.0312541 | val_loss: 0.0312543 | Time: 2231.36 ms [2021-11-28 18:40:57 main:574] : INFO : Epoch 1855 | loss: 0.0312537 | val_loss: 0.0312541 | Time: 2210.13 ms [2021-11-28 18:40:59 main:574] : INFO : Epoch 1856 | loss: 0.0312533 | val_loss: 0.0312534 | Time: 2241.54 ms [2021-11-28 18:41:02 main:574] : INFO : Epoch 1857 | loss: 0.0312528 | val_loss: 0.0312528 | Time: 2241.32 ms [2021-11-28 18:41:04 main:574] : INFO : Epoch 1858 | loss: 0.0312525 | val_loss: 0.0312524 | Time: 2192.76 ms [2021-11-28 18:41:06 main:574] : INFO : Epoch 1859 | loss: 0.0312522 | val_loss: 0.0312522 | Time: 2223.02 ms [2021-11-28 18:41:08 main:574] : INFO : Epoch 1860 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 2254.98 ms [2021-11-28 18:41:11 main:574] : INFO : Epoch 1861 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 2208.5 ms [2021-11-28 18:41:13 main:574] : INFO : Epoch 1862 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2238.76 ms [2021-11-28 18:41:15 main:574] : INFO : Epoch 1863 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2227.24 ms [2021-11-28 18:41:17 main:574] : INFO : Epoch 1864 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2207.27 ms [2021-11-28 18:41:19 main:574] : INFO : Epoch 1865 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2263.35 ms [2021-11-28 18:41:22 main:574] : INFO : Epoch 1866 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2186.62 ms [2021-11-28 18:41:24 main:574] : INFO : Epoch 1867 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 2258.26 ms [2021-11-28 18:41:26 main:574] : INFO : Epoch 1868 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2215.13 ms [2021-11-28 18:41:28 main:574] : INFO : Epoch 1869 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 2233.43 ms [2021-11-28 18:41:31 main:574] : INFO : Epoch 1870 | loss: 0.0312475 | val_loss: 0.031247 | Time: 2233.56 ms [2021-11-28 18:41:33 main:574] : INFO : Epoch 1871 | loss: 0.0312471 | val_loss: 0.0312462 | Time: 2224.16 ms [2021-11-28 18:41:35 main:574] : INFO : Epoch 1872 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2229.96 ms [2021-11-28 18:41:37 main:574] : INFO : Epoch 1873 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 2205.58 ms [2021-11-28 18:41:39 main:574] : INFO : Epoch 1874 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 2222.72 ms [2021-11-28 18:41:42 main:574] : INFO : Epoch 1875 | loss: 0.0312437 | val_loss: 0.0312435 | Time: 2212.45 ms [2021-11-28 18:41:44 main:574] : INFO : Epoch 1876 | loss: 0.0312428 | val_loss: 0.0312425 | Time: 2244.58 ms [2021-11-28 18:41:46 main:574] : INFO : Epoch 1877 | loss: 0.0312419 | val_loss: 0.0312415 | Time: 2232.34 ms [2021-11-28 18:41:48 main:574] : INFO : Epoch 1878 | loss: 0.0312409 | val_loss: 0.0312407 | Time: 2239.98 ms [2021-11-28 18:41:51 main:574] : INFO : Epoch 1879 | loss: 0.0312401 | val_loss: 0.0312404 | Time: 2215.2 ms [2021-11-28 18:41:53 main:574] : INFO : Epoch 1880 | loss: 0.031239 | val_loss: 0.0312383 | Time: 2211.13 ms [2021-11-28 18:41:55 main:574] : INFO : Epoch 1881 | loss: 0.0312375 | val_loss: 0.0312373 | Time: 2225.24 ms [2021-11-28 18:41:57 main:574] : INFO : Epoch 1882 | loss: 0.0312365 | val_loss: 0.0312359 | Time: 2205.53 ms [2021-11-28 18:42:00 main:574] : INFO : Epoch 1883 | loss: 0.0312346 | val_loss: 0.0312347 | Time: 2246.75 ms [2021-11-28 18:42:02 main:574] : INFO : Epoch 1884 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 2234.21 ms [2021-11-28 18:42:04 main:574] : INFO : Epoch 1885 | loss: 0.0312318 | val_loss: 0.0312338 | Time: 2209.19 ms [2021-11-28 18:42:06 main:574] : INFO : Epoch 1886 | loss: 0.0312304 | val_loss: 0.031231 | Time: 2214.3 ms [2021-11-28 18:42:08 main:574] : INFO : Epoch 1887 | loss: 0.0312286 | val_loss: 0.0312301 | Time: 2235.84 ms [2021-11-28 18:42:11 main:574] : INFO : Epoch 1888 | loss: 0.0312275 | val_loss: 0.0312284 | Time: 2229.18 ms [2021-11-28 18:42:13 main:574] : INFO : Epoch 1889 | loss: 0.0312263 | val_loss: 0.0312278 | Time: 2237.74 ms [2021-11-28 18:42:15 main:574] : INFO : Epoch 1890 | loss: 0.0312258 | val_loss: 0.0312266 | Time: 2206.24 ms [2021-11-28 18:42:17 main:574] : INFO : Epoch 1891 | loss: 0.0312253 | val_loss: 0.0312261 | Time: 2235.06 ms [2021-11-28 18:42:20 main:574] : INFO : Epoch 1892 | loss: 0.0312252 | val_loss: 0.0312262 | Time: 2220.31 ms [2021-11-28 18:42:22 main:574] : INFO : Epoch 1893 | loss: 0.0312234 | val_loss: 0.0312246 | Time: 2175.27 ms [2021-11-28 18:42:24 main:574] : INFO : Epoch 1894 | loss: 0.0312224 | val_loss: 0.0312245 | Time: 2240.97 ms [2021-11-28 18:42:26 main:574] : INFO : Epoch 1895 | loss: 0.0312221 | val_loss: 0.0312238 | Time: 2198.87 ms [2021-11-28 18:42:28 main:574] : INFO : Epoch 1896 | loss: 0.031223 | val_loss: 0.0312245 | Time: 2223.78 ms [2021-11-28 18:42:31 main:574] : INFO : Epoch 1897 | loss: 0.0312217 | val_loss: 0.0312232 | Time: 2216.49 ms [2021-11-28 18:42:33 main:574] : INFO : Epoch 1898 | loss: 0.0312212 | val_loss: 0.0312254 | Time: 2222.52 ms [2021-11-28 18:42:35 main:574] : INFO : Epoch 1899 | loss: 0.0312216 | val_loss: 0.0312229 | Time: 2205.66 ms [2021-11-28 18:42:37 main:574] : INFO : Epoch 1900 | loss: 0.0312204 | val_loss: 0.0312224 | Time: 2230.59 ms [2021-11-28 18:42:40 main:574] : INFO : Epoch 1901 | loss: 0.03122 | val_loss: 0.0312226 | Time: 2203.4 ms [2021-11-28 18:42:42 main:574] : INFO : Epoch 1902 | loss: 0.0312196 | val_loss: 0.0312219 | Time: 2202.94 ms [2021-11-28 18:42:44 main:574] : INFO : Epoch 1903 | loss: 0.0312191 | val_loss: 0.031222 | Time: 2233.87 ms [2021-11-28 18:42:46 main:574] : INFO : Epoch 1904 | loss: 0.0312203 | val_loss: 0.0312231 | Time: 2220.51 ms [2021-11-28 18:42:48 main:574] : INFO : Epoch 1905 | loss: 0.0312197 | val_loss: 0.0312221 | Time: 2232.98 ms [2021-11-28 18:42:51 main:574] : INFO : Epoch 1906 | loss: 0.0312189 | val_loss: 0.0312219 | Time: 2198.96 ms [2021-11-28 18:42:53 main:574] : INFO : Epoch 1907 | loss: 0.031219 | val_loss: 0.0312218 | Time: 2228.41 ms [2021-11-28 18:42:55 main:574] : INFO : Epoch 1908 | loss: 0.0312191 | val_loss: 0.0312226 | Time: 2249.62 ms [2021-11-28 18:42:57 main:574] : INFO : Epoch 1909 | loss: 0.0312185 | val_loss: 0.0312212 | Time: 2236.56 ms [2021-11-28 18:43:00 main:574] : INFO : Epoch 1910 | loss: 0.0312201 | val_loss: 0.0312256 | Time: 2247.36 ms [2021-11-28 18:43:02 main:574] : INFO : Epoch 1911 | loss: 0.031219 | val_loss: 0.0312218 | Time: 2213.4 ms [2021-11-28 18:43:04 main:574] : INFO : Epoch 1912 | loss: 0.0312183 | val_loss: 0.0312215 | Time: 2230.37 ms [2021-11-28 18:43:06 main:574] : INFO : Epoch 1913 | loss: 0.0312193 | val_loss: 0.0312245 | Time: 2209.33 ms [2021-11-28 18:43:09 main:574] : INFO : Epoch 1914 | loss: 0.0312178 | val_loss: 0.0312216 | Time: 2236.92 ms [2021-11-28 18:43:11 main:574] : INFO : Epoch 1915 | loss: 0.0312177 | val_loss: 0.0312216 | Time: 2221.02 ms [2021-11-28 18:43:13 main:574] : INFO : Epoch 1916 | loss: 0.0312177 | val_loss: 0.031222 | Time: 2225.7 ms [2021-11-28 18:43:15 main:574] : INFO : Epoch 1917 | loss: 0.0312178 | val_loss: 0.0312216 | Time: 2218.38 ms [2021-11-28 18:43:17 main:574] : INFO : Epoch 1918 | loss: 0.0312183 | val_loss: 0.0312213 | Time: 2242.36 ms [2021-11-28 18:43:20 main:574] : INFO : Epoch 1919 | loss: 0.0312173 | val_loss: 0.0312216 | Time: 2212.22 ms [2021-11-28 18:43:22 main:574] : INFO : Epoch 1920 | loss: 0.0312173 | val_loss: 0.0312218 | Time: 2247.13 ms [2021-11-28 18:43:24 main:574] : INFO : Epoch 1921 | loss: 0.0312175 | val_loss: 0.0312216 | Time: 2228.95 ms [2021-11-28 18:43:26 main:574] : INFO : Epoch 1922 | loss: 0.0312167 | val_loss: 0.0312215 | Time: 2235.4 ms [2021-11-28 18:43:29 main:574] : INFO : Epoch 1923 | loss: 0.0312178 | val_loss: 0.0312228 | Time: 2225.68 ms [2021-11-28 18:43:31 main:574] : INFO : Epoch 1924 | loss: 0.031218 | val_loss: 0.0312238 | Time: 2236.22 ms [2021-11-28 18:43:33 main:574] : INFO : Epoch 1925 | loss: 0.0312168 | val_loss: 0.031221 | Time: 2218.92 ms [2021-11-28 18:43:35 main:574] : INFO : Epoch 1926 | loss: 0.0312169 | val_loss: 0.0312212 | Time: 2223.2 ms [2021-11-28 18:43:38 main:574] : INFO : Epoch 1927 | loss: 0.0312164 | val_loss: 0.0312211 | Time: 2191.53 ms [2021-11-28 18:43:40 main:574] : INFO : Epoch 1928 | loss: 0.0312164 | val_loss: 0.0312232 | Time: 2229.22 ms [2021-11-28 18:43:42 main:574] : INFO : Epoch 1929 | loss: 0.0312187 | val_loss: 0.0312218 | Time: 2200.9 ms [2021-11-28 18:43:44 main:574] : INFO : Epoch 1930 | loss: 0.0312175 | val_loss: 0.0312214 | Time: 2252.25 ms [2021-11-28 18:43:46 main:574] : INFO : Epoch 1931 | loss: 0.0312179 | val_loss: 0.0312273 | Time: 2238.44 ms [2021-11-28 18:43:49 main:574] : INFO : Epoch 1932 | loss: 0.0312175 | val_loss: 0.0312217 | Time: 2221.69 ms [2021-11-28 18:43:51 main:574] : INFO : Epoch 1933 | loss: 0.0312163 | val_loss: 0.0312224 | Time: 2335.53 ms [2021-11-28 18:43:53 main:574] : INFO : Epoch 1934 | loss: 0.0312167 | val_loss: 0.0312211 | Time: 2225.4 ms [2021-11-28 18:43:55 main:574] : INFO : Epoch 1935 | loss: 0.0312163 | val_loss: 0.0312208 | Time: 2211.23 ms [2021-11-28 18:43:58 main:574] : INFO : Epoch 1936 | loss: 0.0312161 | val_loss: 0.031221 | Time: 2204.43 ms [2021-11-28 18:44:00 main:574] : INFO : Epoch 1937 | loss: 0.0312162 | val_loss: 0.0312204 | Time: 2238.88 ms [2021-11-28 18:44:02 main:574] : INFO : Epoch 1938 | loss: 0.0312159 | val_loss: 0.031222 | Time: 2197 ms [2021-11-28 18:44:04 main:574] : INFO : Epoch 1939 | loss: 0.0312169 | val_loss: 0.0312211 | Time: 2240.26 ms [2021-11-28 18:44:07 main:574] : INFO : Epoch 1940 | loss: 0.0312168 | val_loss: 0.0312232 | Time: 2231.64 ms [2021-11-28 18:44:09 main:574] : INFO : Epoch 1941 | loss: 0.0312177 | val_loss: 0.031223 | Time: 2239.63 ms [2021-11-28 18:44:11 main:574] : INFO : Epoch 1942 | loss: 0.031216 | val_loss: 0.0312211 | Time: 2212.4 ms [2021-11-28 18:44:13 main:574] : INFO : Epoch 1943 | loss: 0.0312154 | val_loss: 0.0312217 | Time: 2224.29 ms [2021-11-28 18:44:15 main:574] : INFO : Epoch 1944 | loss: 0.0312155 | val_loss: 0.0312218 | Time: 2204.23 ms [2021-11-28 18:44:18 main:574] : INFO : Epoch 1945 | loss: 0.0312152 | val_loss: 0.0312204 | Time: 2226.59 ms [2021-11-28 18:44:20 main:574] : INFO : Epoch 1946 | loss: 0.0312154 | val_loss: 0.0312221 | Time: 2223.34 ms [2021-11-28 18:44:22 main:574] : INFO : Epoch 1947 | loss: 0.0312159 | val_loss: 0.0312207 | Time: 2226.92 ms [2021-11-28 18:44:24 main:574] : INFO : Epoch 1948 | loss: 0.0312162 | val_loss: 0.0312205 | Time: 2199.13 ms [2021-11-28 18:44:27 main:574] : INFO : Epoch 1949 | loss: 0.0312168 | val_loss: 0.0312202 | Time: 2205.72 ms [2021-11-28 18:44:29 main:574] : INFO : Epoch 1950 | loss: 0.0312156 | val_loss: 0.0312233 | Time: 2215.85 ms [2021-11-28 18:44:31 main:574] : INFO : Epoch 1951 | loss: 0.0312149 | val_loss: 0.0312205 | Time: 2235 ms [2021-11-28 18:44:33 main:574] : INFO : Epoch 1952 | loss: 0.0312162 | val_loss: 0.0312221 | Time: 2239.15 ms [2021-11-28 18:44:35 main:574] : INFO : Epoch 1953 | loss: 0.0312164 | val_loss: 0.0312223 | Time: 2219.25 ms [2021-11-28 18:44:38 main:574] : INFO : Epoch 1954 | loss: 0.0312161 | val_loss: 0.031222 | Time: 2237.15 ms [2021-11-28 18:44:40 main:574] : INFO : Epoch 1955 | loss: 0.0312154 | val_loss: 0.0312207 | Time: 2234.45 ms [2021-11-28 18:44:42 main:574] : INFO : Epoch 1956 | loss: 0.0312147 | val_loss: 0.0312209 | Time: 2242.99 ms [2021-11-28 18:44:44 main:574] : INFO : Epoch 1957 | loss: 0.0312159 | val_loss: 0.0312208 | Time: 2238.1 ms [2021-11-28 18:44:47 main:574] : INFO : Epoch 1958 | loss: 0.031215 | val_loss: 0.0312202 | Time: 2205.4 ms [2021-11-28 18:44:49 main:574] : INFO : Epoch 1959 | loss: 0.031215 | val_loss: 0.0312215 | Time: 2230.88 ms [2021-11-28 18:44:51 main:574] : INFO : Epoch 1960 | loss: 0.0312154 | val_loss: 0.0312205 | Time: 2240.17 ms [2021-11-28 18:44:53 main:574] : INFO : Epoch 1961 | loss: 0.0312152 | val_loss: 0.0312202 | Time: 2210.35 ms [2021-11-28 18:44:56 main:574] : INFO : Epoch 1962 | loss: 0.0312147 | val_loss: 0.0312235 | Time: 2230.21 ms [2021-11-28 18:44:58 main:574] : INFO : Epoch 1963 | loss: 0.0312152 | val_loss: 0.0312207 | Time: 2215.04 ms [2021-11-28 18:45:00 main:574] : INFO : Epoch 1964 | loss: 0.0312148 | val_loss: 0.0312207 | Time: 2211.62 ms [2021-11-28 18:45:02 main:574] : INFO : Epoch 1965 | loss: 0.0312144 | val_loss: 0.0312209 | Time: 2222.18 ms [2021-11-28 18:45:04 main:574] : INFO : Epoch 1966 | loss: 0.0312144 | val_loss: 0.0312201 | Time: 2212.37 ms [2021-11-28 18:45:07 main:574] : INFO : Epoch 1967 | loss: 0.0312144 | val_loss: 0.0312203 | Time: 2226.8 ms [2021-11-28 18:45:09 main:574] : INFO : Epoch 1968 | loss: 0.031215 | val_loss: 0.0312217 | Time: 2215.7 ms [2021-11-28 18:45:11 main:574] : INFO : Epoch 1969 | loss: 0.0312147 | val_loss: 0.03122 | Time: 2237.25 ms [2021-11-28 18:45:13 main:574] : INFO : Epoch 1970 | loss: 0.0312155 | val_loss: 0.0312201 | Time: 2243.43 ms [2021-11-28 18:45:16 main:574] : INFO : Epoch 1971 | loss: 0.0312146 | val_loss: 0.0312237 | Time: 2215.36 ms [2021-11-28 18:45:18 main:574] : INFO : Epoch 1972 | loss: 0.031216 | val_loss: 0.0312201 | Time: 2233.22 ms [2021-11-28 18:45:20 main:574] : INFO : Epoch 1973 | loss: 0.031217 | val_loss: 0.0312233 | Time: 2224.96 ms [2021-11-28 18:45:22 main:574] : INFO : Epoch 1974 | loss: 0.0312155 | val_loss: 0.0312206 | Time: 2262.44 ms [2021-11-28 18:45:25 main:574] : INFO : Epoch 1975 | loss: 0.0312146 | val_loss: 0.0312247 | Time: 2254.72 ms [2021-11-28 18:45:27 main:574] : INFO : Epoch 1976 | loss: 0.0312161 | val_loss: 0.0312223 | Time: 2221.39 ms [2021-11-28 18:45:29 main:574] : INFO : Epoch 1977 | loss: 0.0312144 | val_loss: 0.0312202 | Time: 2212.79 ms [2021-11-28 18:45:31 main:574] : INFO : Epoch 1978 | loss: 0.0312154 | val_loss: 0.0312226 | Time: 2212.5 ms [2021-11-28 18:45:33 main:574] : INFO : Epoch 1979 | loss: 0.0312148 | val_loss: 0.0312209 | Time: 2220.81 ms [2021-11-28 18:45:36 main:574] : INFO : Epoch 1980 | loss: 0.0312144 | val_loss: 0.0312203 | Time: 2227.67 ms [2021-11-28 18:45:38 main:574] : INFO : Epoch 1981 | loss: 0.0312151 | val_loss: 0.0312214 | Time: 2219.81 ms [2021-11-28 18:45:40 main:574] : INFO : Epoch 1982 | loss: 0.0312153 | val_loss: 0.03122 | Time: 2222.44 ms [2021-11-28 18:45:42 main:574] : INFO : Epoch 1983 | loss: 0.0312149 | val_loss: 0.0312235 | Time: 2213.45 ms [2021-11-28 18:45:45 main:574] : INFO : Epoch 1984 | loss: 0.0312147 | val_loss: 0.0312196 | Time: 2231.69 ms [2021-11-28 18:45:47 main:574] : INFO : Epoch 1985 | loss: 0.0312159 | val_loss: 0.0312203 | Time: 2247.03 ms [2021-11-28 18:45:49 main:574] : INFO : Epoch 1986 | loss: 0.031215 | val_loss: 0.0312221 | Time: 2213.07 ms [2021-11-28 18:45:51 main:574] : INFO : Epoch 1987 | loss: 0.0312172 | val_loss: 0.0312247 | Time: 2245.6 ms [2021-11-28 18:45:54 main:574] : INFO : Epoch 1988 | loss: 0.031217 | val_loss: 0.0312243 | Time: 2221.62 ms [2021-11-28 18:45:56 main:574] : INFO : Epoch 1989 | loss: 0.0312159 | val_loss: 0.0312207 | Time: 2208.04 ms [2021-11-28 18:45:58 main:574] : INFO : Epoch 1990 | loss: 0.0312143 | val_loss: 0.0312193 | Time: 2227.4 ms [2021-11-28 18:46:00 main:574] : INFO : Epoch 1991 | loss: 0.0312144 | val_loss: 0.0312201 | Time: 2243.59 ms [2021-11-28 18:46:02 main:574] : INFO : Epoch 1992 | loss: 0.0312144 | val_loss: 0.0312197 | Time: 2227.48 ms [2021-11-28 18:46:05 main:574] : INFO : Epoch 1993 | loss: 0.031214 | val_loss: 0.0312204 | Time: 2216.49 ms [2021-11-28 18:46:07 main:574] : INFO : Epoch 1994 | loss: 0.0312138 | val_loss: 0.0312198 | Time: 2228.9 ms [2021-11-28 18:46:09 main:574] : INFO : Epoch 1995 | loss: 0.0312151 | val_loss: 0.0312207 | Time: 2228.02 ms [2021-11-28 18:46:11 main:574] : INFO : Epoch 1996 | loss: 0.0312159 | val_loss: 0.0312197 | Time: 2196.13 ms [2021-11-28 18:46:14 main:574] : INFO : Epoch 1997 | loss: 0.0312155 | val_loss: 0.0312216 | Time: 2227.22 ms [2021-11-28 18:46:16 main:574] : INFO : Epoch 1998 | loss: 0.0312155 | val_loss: 0.0312224 | Time: 2231.69 ms [2021-11-28 18:46:18 main:574] : INFO : Epoch 1999 | loss: 0.0312134 | val_loss: 0.0312211 | Time: 2231.78 ms [2021-11-28 18:46:20 main:574] : INFO : Epoch 2000 | loss: 0.0312149 | val_loss: 0.0312213 | Time: 2220.89 ms [2021-11-28 18:46:23 main:574] : INFO : Epoch 2001 | loss: 0.0312134 | val_loss: 0.0312201 | Time: 2225.45 ms [2021-11-28 18:46:25 main:574] : INFO : Epoch 2002 | loss: 0.0312132 | val_loss: 0.0312194 | Time: 2232.01 ms [2021-11-28 18:46:27 main:574] : INFO : Epoch 2003 | loss: 0.0312132 | val_loss: 0.031222 | Time: 2246.57 ms [2021-11-28 18:46:29 main:574] : INFO : Epoch 2004 | loss: 0.0312141 | val_loss: 0.0312197 | Time: 2199.35 ms [2021-11-28 18:46:31 main:574] : INFO : Epoch 2005 | loss: 0.0312131 | val_loss: 0.0312198 | Time: 2241.3 ms [2021-11-28 18:46:34 main:574] : INFO : Epoch 2006 | loss: 0.0312147 | val_loss: 0.0312238 | Time: 2221.56 ms [2021-11-28 18:46:36 main:574] : INFO : Epoch 2007 | loss: 0.0312146 | val_loss: 0.0312195 | Time: 2221.24 ms [2021-11-28 18:46:38 main:574] : INFO : Epoch 2008 | loss: 0.0312138 | val_loss: 0.031219 | Time: 2201.72 ms [2021-11-28 18:46:40 main:574] : INFO : Epoch 2009 | loss: 0.031215 | val_loss: 0.0312234 | Time: 2229.19 ms [2021-11-28 18:46:43 main:574] : INFO : Epoch 2010 | loss: 0.0312148 | val_loss: 0.031219 | Time: 2223.6 ms [2021-11-28 18:46:45 main:574] : INFO : Epoch 2011 | loss: 0.0312132 | val_loss: 0.0312207 | Time: 2225.11 ms [2021-11-28 18:46:47 main:574] : INFO : Epoch 2012 | loss: 0.0312135 | val_loss: 0.031219 | Time: 2219.36 ms [2021-11-28 18:46:49 main:574] : INFO : Epoch 2013 | loss: 0.0312129 | val_loss: 0.031219 | Time: 2208.79 ms [2021-11-28 18:46:51 main:574] : INFO : Epoch 2014 | loss: 0.0312138 | val_loss: 0.031221 | Time: 2208.63 ms [2021-11-28 18:46:54 main:574] : INFO : Epoch 2015 | loss: 0.0312143 | val_loss: 0.0312224 | Time: 2220.25 ms [2021-11-28 18:46:56 main:574] : INFO : Epoch 2016 | loss: 0.0312133 | val_loss: 0.0312192 | Time: 2228.06 ms [2021-11-28 18:46:58 main:574] : INFO : Epoch 2017 | loss: 0.0312132 | val_loss: 0.0312195 | Time: 2232.7 ms [2021-11-28 18:47:00 main:574] : INFO : Epoch 2018 | loss: 0.0312133 | val_loss: 0.03122 | Time: 2211.79 ms [2021-11-28 18:47:03 main:574] : INFO : Epoch 2019 | loss: 0.0312173 | val_loss: 0.0312229 | Time: 2247.26 ms [2021-11-28 18:47:05 main:574] : INFO : Epoch 2020 | loss: 0.0312154 | val_loss: 0.0312214 | Time: 2239.37 ms [2021-11-28 18:47:07 main:574] : INFO : Epoch 2021 | loss: 0.0312135 | val_loss: 0.0312186 | Time: 2214.31 ms [2021-11-28 18:47:09 main:574] : INFO : Epoch 2022 | loss: 0.031214 | val_loss: 0.0312255 | Time: 2209.67 ms [2021-11-28 18:47:11 main:574] : INFO : Epoch 2023 | loss: 0.0312145 | val_loss: 0.0312206 | Time: 2228.38 ms [2021-11-28 18:47:14 main:574] : INFO : Epoch 2024 | loss: 0.0312137 | val_loss: 0.0312182 | Time: 2195.88 ms [2021-11-28 18:47:16 main:574] : INFO : Epoch 2025 | loss: 0.0312126 | val_loss: 0.031219 | Time: 2238.08 ms [2021-11-28 18:47:18 main:574] : INFO : Epoch 2026 | loss: 0.0312128 | val_loss: 0.0312195 | Time: 2198.74 ms [2021-11-28 18:47:20 main:574] : INFO : Epoch 2027 | loss: 0.0312125 | val_loss: 0.0312209 | Time: 2226.59 ms [2021-11-28 18:47:23 main:574] : INFO : Epoch 2028 | loss: 0.0312137 | val_loss: 0.0312207 | Time: 2232.9 ms [2021-11-28 18:47:25 main:574] : INFO : Epoch 2029 | loss: 0.0312138 | val_loss: 0.0312201 | Time: 2219.54 ms [2021-11-28 18:47:27 main:574] : INFO : Epoch 2030 | loss: 0.0312141 | val_loss: 0.0312191 | Time: 2213.77 ms [2021-11-28 18:47:29 main:574] : INFO : Epoch 2031 | loss: 0.0312168 | val_loss: 0.0312197 | Time: 2221.22 ms [2021-11-28 18:47:31 main:574] : INFO : Epoch 2032 | loss: 0.031214 | val_loss: 0.0312226 | Time: 2202.74 ms [2021-11-28 18:47:34 main:574] : INFO : Epoch 2033 | loss: 0.0312136 | val_loss: 0.0312185 | Time: 2218.37 ms [2021-11-28 18:47:36 main:574] : INFO : Epoch 2034 | loss: 0.0312126 | val_loss: 0.0312208 | Time: 2209.69 ms [2021-11-28 18:47:38 main:574] : INFO : Epoch 2035 | loss: 0.0312136 | val_loss: 0.031219 | Time: 2229.31 ms [2021-11-28 18:47:40 main:574] : INFO : Epoch 2036 | loss: 0.0312132 | val_loss: 0.0312185 | Time: 2212.07 ms [2021-11-28 18:47:43 main:574] : INFO : Epoch 2037 | loss: 0.031212 | val_loss: 0.0312211 | Time: 2218.53 ms [2021-11-28 18:47:45 main:574] : INFO : Epoch 2038 | loss: 0.0312131 | val_loss: 0.0312189 | Time: 2237.93 ms [2021-11-28 18:47:47 main:574] : INFO : Epoch 2039 | loss: 0.0312153 | val_loss: 0.0312249 | Time: 2197.23 ms [2021-11-28 18:47:49 main:574] : INFO : Epoch 2040 | loss: 0.031217 | val_loss: 0.0312179 | Time: 2201.42 ms [2021-11-28 18:47:51 main:574] : INFO : Epoch 2041 | loss: 0.0312143 | val_loss: 0.0312189 | Time: 2254.69 ms [2021-11-28 18:47:54 main:574] : INFO : Epoch 2042 | loss: 0.0312145 | val_loss: 0.0312207 | Time: 2224.74 ms [2021-11-28 18:47:56 main:574] : INFO : Epoch 2043 | loss: 0.0312142 | val_loss: 0.0312189 | Time: 2246 ms [2021-11-28 18:47:58 main:574] : INFO : Epoch 2044 | loss: 0.0312133 | val_loss: 0.0312186 | Time: 2218.21 ms [2021-11-28 18:48:00 main:574] : INFO : Epoch 2045 | loss: 0.0312136 | val_loss: 0.0312189 | Time: 2224.76 ms [2021-11-28 18:48:03 main:574] : INFO : Epoch 2046 | loss: 0.0312125 | val_loss: 0.031218 | Time: 2221.92 ms [2021-11-28 18:48:05 main:574] : INFO : Epoch 2047 | loss: 0.0312126 | val_loss: 0.0312195 | Time: 2235.98 ms [2021-11-28 18:48:07 main:574] : INFO : Epoch 2048 | loss: 0.0312121 | val_loss: 0.0312179 | Time: 1627.87 ms [2021-11-28 18:48:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312179 [2021-11-28 18:48:07 main:603] : INFO : Saving end state to config to file [2021-11-28 18:48:07 main:608] : INFO : Success, exiting.. 18:48:07 (15352): 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)