Task 14543441
| Name | ParityModified-1647040115-25348-1-0_4 |
| Workunit | 10762561 |
| Created | 7 Apr 2022, 18:34:41 UTC |
| Sent | 7 Apr 2022, 19:31:54 UTC |
| Report deadline | 15 Apr 2022, 19:31:54 UTC |
| Received | 8 Apr 2022, 10:50:04 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 16 min 16 sec |
| CPU time | 1 hours 15 min 47 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4.16 ms [2022-04-08 05:30:34 main:574] : INFO : Epoch 1534 | loss: 0.0312192 | val_loss: 0.0312195 | Time: 2119.53 ms [2022-04-08 05:30:36 main:574] : INFO : Epoch 1535 | loss: 0.0312197 | val_loss: 0.0312199 | Time: 2217.92 ms [2022-04-08 05:30:39 main:574] : INFO : Epoch 1536 | loss: 0.0312194 | val_loss: 0.03122 | Time: 2291.67 ms [2022-04-08 05:30:41 main:574] : INFO : Epoch 1537 | loss: 0.0312201 | val_loss: 0.0312212 | Time: 2158.21 ms [2022-04-08 05:30:43 main:574] : INFO : Epoch 1538 | loss: 0.0312196 | val_loss: 0.0312207 | Time: 2319.21 ms [2022-04-08 05:30:45 main:574] : INFO : Epoch 1539 | loss: 0.0312211 | val_loss: 0.0312198 | Time: 2250.58 ms [2022-04-08 05:30:47 main:574] : INFO : Epoch 1540 | loss: 0.0312197 | val_loss: 0.0312198 | Time: 2143.26 ms [2022-04-08 05:30:50 main:574] : INFO : Epoch 1541 | loss: 0.0312195 | val_loss: 0.0312194 | Time: 2112.75 ms [2022-04-08 05:30:52 main:574] : INFO : Epoch 1542 | loss: 0.0312192 | val_loss: 0.0312198 | Time: 2183.32 ms [2022-04-08 05:30:54 main:574] : INFO : Epoch 1543 | loss: 0.0312195 | val_loss: 0.0312193 | Time: 2352.28 ms [2022-04-08 05:30:56 main:574] : INFO : Epoch 1544 | loss: 0.0312191 | val_loss: 0.0312198 | Time: 2192.09 ms [2022-04-08 05:30:59 main:574] : INFO : Epoch 1545 | loss: 0.0312197 | val_loss: 0.0312195 | Time: 2275.04 ms [2022-04-08 05:31:01 main:574] : INFO : Epoch 1546 | loss: 0.0312192 | val_loss: 0.0312201 | Time: 2246.5 ms [2022-04-08 05:31:03 main:574] : INFO : Epoch 1547 | loss: 0.031219 | val_loss: 0.03122 | Time: 2261.34 ms [2022-04-08 05:31:05 main:574] : INFO : Epoch 1548 | loss: 0.0312196 | val_loss: 0.0312193 | Time: 2171.69 ms [2022-04-08 05:31:08 main:574] : INFO : Epoch 1549 | loss: 0.0312192 | val_loss: 0.0312194 | Time: 2214.9 ms [2022-04-08 05:31:10 main:574] : INFO : Epoch 1550 | loss: 0.0312194 | val_loss: 0.0312196 | Time: 2353.06 ms [2022-04-08 05:31:12 main:574] : INFO : Epoch 1551 | loss: 0.0312196 | val_loss: 0.0312203 | Time: 2310.61 ms [2022-04-08 05:31:15 main:574] : INFO : Epoch 1552 | loss: 0.0312201 | val_loss: 0.0312213 | Time: 2312.06 ms [2022-04-08 05:31:17 main:574] : INFO : Epoch 1553 | loss: 0.031222 | val_loss: 0.0312195 | Time: 2172.12 ms [2022-04-08 05:31:19 main:574] : INFO : Epoch 1554 | loss: 0.0312194 | val_loss: 0.0312196 | Time: 2232.85 ms [2022-04-08 05:31:21 main:574] : INFO : Epoch 1555 | loss: 0.0312194 | val_loss: 0.0312197 | Time: 2201.55 ms [2022-04-08 05:31:23 main:574] : INFO : Epoch 1556 | loss: 0.0312192 | val_loss: 0.0312194 | Time: 2241.38 ms [2022-04-08 05:31:26 main:574] : INFO : Epoch 1557 | loss: 0.0312203 | val_loss: 0.0312267 | Time: 2245.21 ms [2022-04-08 05:31:28 main:574] : INFO : Epoch 1558 | loss: 0.0312207 | val_loss: 0.0312202 | Time: 2302.71 ms [2022-04-08 05:31:30 main:574] : INFO : Epoch 1559 | loss: 0.0312198 | val_loss: 0.0312196 | Time: 2170.61 ms [2022-04-08 05:31:32 main:574] : INFO : Epoch 1560 | loss: 0.0312204 | val_loss: 0.0312207 | Time: 2169.8 ms [2022-04-08 05:31:34 main:574] : INFO : Epoch 1561 | loss: 0.0312204 | val_loss: 0.0312196 | Time: 2149.55 ms [2022-04-08 05:31:37 main:574] : INFO : Epoch 1562 | loss: 0.0312196 | val_loss: 0.0312223 | Time: 2180.7 ms [2022-04-08 05:31:39 main:574] : INFO : Epoch 1563 | loss: 0.0312199 | val_loss: 0.0312207 | Time: 2192.94 ms [2022-04-08 05:31:41 main:574] : INFO : Epoch 1564 | loss: 0.0312208 | val_loss: 0.0312194 | Time: 2192.79 ms [2022-04-08 05:31:43 main:574] : INFO : Epoch 1565 | loss: 0.0312206 | val_loss: 0.0312197 | Time: 2212.02 ms [2022-04-08 05:31:45 main:574] : INFO : Epoch 1566 | loss: 0.031222 | val_loss: 0.0312209 | Time: 2184.8 ms [2022-04-08 05:31:48 main:574] : INFO : Epoch 1567 | loss: 0.0312199 | val_loss: 0.0312203 | Time: 2294.9 ms [2022-04-08 05:31:50 main:574] : INFO : Epoch 1568 | loss: 0.0312194 | val_loss: 0.0312207 | Time: 2211.06 ms [2022-04-08 05:31:52 main:574] : INFO : Epoch 1569 | loss: 0.031226 | val_loss: 0.0312335 | Time: 2232.35 ms [2022-04-08 05:31:54 main:574] : INFO : Epoch 1570 | loss: 0.0312666 | val_loss: 0.0315882 | Time: 2258.68 ms [2022-04-08 05:31:57 main:574] : INFO : Epoch 1571 | loss: 0.0313985 | val_loss: 0.0312711 | Time: 2141.63 ms [2022-04-08 05:31:59 main:574] : INFO : Epoch 1572 | loss: 0.0312651 | val_loss: 0.0312357 | Time: 2109.59 ms [2022-04-08 05:32:01 main:574] : INFO : Epoch 1573 | loss: 0.0312281 | val_loss: 0.0312272 | Time: 2181.5 ms [2022-04-08 05:32:03 main:574] : INFO : Epoch 1574 | loss: 0.0312259 | val_loss: 0.0312223 | Time: 2121.68 ms [2022-04-08 05:32:05 main:574] : INFO : Epoch 1575 | loss: 0.0312211 | val_loss: 0.0312196 | Time: 2277.36 ms [2022-04-08 05:32:08 main:574] : INFO : Epoch 1576 | loss: 0.0312211 | val_loss: 0.0312198 | Time: 2237.78 ms [2022-04-08 05:32:10 main:574] : INFO : Epoch 1577 | loss: 0.0312211 | val_loss: 0.0312205 | Time: 2145.76 ms [2022-04-08 05:32:12 main:574] : INFO : Epoch 1578 | loss: 0.031221 | val_loss: 0.0312197 | Time: 2184.24 ms [2022-04-08 05:32:14 main:574] : INFO : Epoch 1579 | loss: 0.03122 | val_loss: 0.0312203 | Time: 2138.56 ms [2022-04-08 05:32:16 main:574] : INFO : Epoch 1580 | loss: 0.0312205 | val_loss: 0.0312235 | Time: 2179.55 ms [2022-04-08 05:32:18 main:574] : INFO : Epoch 1581 | loss: 0.0312197 | val_loss: 0.0312214 | Time: 2180.63 ms [2022-04-08 05:32:21 main:574] : INFO : Epoch 1582 | loss: 0.0312204 | val_loss: 0.0312203 | Time: 2211.35 ms [2022-04-08 05:32:23 main:574] : INFO : Epoch 1583 | loss: 0.0312222 | val_loss: 0.03122 | Time: 2234.98 ms [2022-04-08 05:32:25 main:574] : INFO : Epoch 1584 | loss: 0.0312209 | val_loss: 0.0312217 | Time: 2245.07 ms [2022-04-08 05:32:27 main:574] : INFO : Epoch 1585 | loss: 0.0312201 | val_loss: 0.0312197 | Time: 2147.77 ms [2022-04-08 05:32:29 main:574] : INFO : Epoch 1586 | loss: 0.0312198 | val_loss: 0.0312199 | Time: 2177.67 ms [2022-04-08 05:32:32 main:574] : INFO : Epoch 1587 | loss: 0.0312197 | val_loss: 0.0312203 | Time: 2278.94 ms [2022-04-08 05:32:34 main:574] : INFO : Epoch 1588 | loss: 0.0312199 | val_loss: 0.03122 | Time: 2153.23 ms [2022-04-08 05:32:36 main:574] : INFO : Epoch 1589 | loss: 0.03122 | val_loss: 0.0312199 | Time: 2311.35 ms [2022-04-08 05:32:38 main:574] : INFO : Epoch 1590 | loss: 0.0312195 | val_loss: 0.0312194 | Time: 2153.38 ms [2022-04-08 05:32:41 main:574] : INFO : Epoch 1591 | loss: 0.0312195 | val_loss: 0.03122 | Time: 2141.74 ms [2022-04-08 05:32:43 main:574] : INFO : Epoch 1592 | loss: 0.0312196 | val_loss: 0.0312203 | Time: 2225.75 ms [2022-04-08 05:32:45 main:574] : INFO : Epoch 1593 | loss: 0.0312199 | val_loss: 0.0312216 | Time: 2210.41 ms [2022-04-08 05:32:47 main:574] : INFO : Epoch 1594 | loss: 0.0312211 | val_loss: 0.0312204 | Time: 2191.39 ms [2022-04-08 05:32:49 main:574] : INFO : Epoch 1595 | loss: 0.03122 | val_loss: 0.0312197 | Time: 2205.7 ms [2022-04-08 05:32:51 main:574] : INFO : Epoch 1596 | loss: 0.0312197 | val_loss: 0.0312197 | Time: 2120.86 ms [2022-04-08 05:32:54 main:574] : INFO : Epoch 1597 | loss: 0.0312196 | val_loss: 0.0312201 | Time: 2103.67 ms [2022-04-08 05:32:56 main:574] : INFO : Epoch 1598 | loss: 0.03122 | val_loss: 0.0312201 | Time: 2212.99 ms [2022-04-08 05:32:58 main:574] : INFO : Epoch 1599 | loss: 0.03122 | val_loss: 0.0312202 | Time: 2296.21 ms [2022-04-08 05:33:00 main:574] : INFO : Epoch 1600 | loss: 0.0312202 | val_loss: 0.0312199 | Time: 2156.85 ms [2022-04-08 05:33:03 main:574] : INFO : Epoch 1601 | loss: 0.0312205 | val_loss: 0.0312199 | Time: 2318.9 ms [2022-04-08 05:33:05 main:574] : INFO : Epoch 1602 | loss: 0.0312198 | val_loss: 0.0312194 | Time: 2235.87 ms [2022-04-08 05:33:07 main:574] : INFO : Epoch 1603 | loss: 0.0312192 | val_loss: 0.0312201 | Time: 2167.6 ms [2022-04-08 05:33:09 main:574] : INFO : Epoch 1604 | loss: 0.03122 | val_loss: 0.0312195 | Time: 2214.3 ms [2022-04-08 05:33:11 main:574] : INFO : Epoch 1605 | loss: 0.0312193 | val_loss: 0.0312196 | Time: 2230.06 ms [2022-04-08 05:33:14 main:574] : INFO : Epoch 1606 | loss: 0.0312194 | val_loss: 0.0312196 | Time: 2248.59 ms [2022-04-08 05:33:16 main:574] : INFO : Epoch 1607 | loss: 0.0312193 | val_loss: 0.0312199 | Time: 2200.37 ms [2022-04-08 05:33:18 main:574] : INFO : Epoch 1608 | loss: 0.0312202 | val_loss: 0.0312198 | Time: 2173.4 ms [2022-04-08 05:33:21 main:574] : INFO : Epoch 1609 | loss: 0.0312213 | val_loss: 0.03122 | Time: 2223.79 ms [2022-04-08 05:33:23 main:574] : INFO : Epoch 1610 | loss: 0.031221 | val_loss: 0.0312198 | Time: 2196.82 ms [2022-04-08 05:33:25 main:574] : INFO : Epoch 1611 | loss: 0.0312195 | val_loss: 0.0312197 | Time: 2090.49 ms [2022-04-08 05:33:27 main:574] : INFO : Epoch 1612 | loss: 0.0312195 | val_loss: 0.0312195 | Time: 2195.47 ms [2022-04-08 05:33:29 main:574] : INFO : Epoch 1613 | loss: 0.0312193 | val_loss: 0.0312196 | Time: 2193.02 ms [2022-04-08 05:33:32 main:574] : INFO : Epoch 1614 | loss: 0.0312193 | val_loss: 0.0312197 | Time: 2259.02 ms [2022-04-08 05:33:34 main:574] : INFO : Epoch 1615 | loss: 0.0312218 | val_loss: 0.0312199 | Time: 2317.52 ms [2022-04-08 05:33:36 main:574] : INFO : Epoch 1616 | loss: 0.0312219 | val_loss: 0.0312242 | Time: 2178.25 ms [2022-04-08 05:33:38 main:574] : INFO : Epoch 1617 | loss: 0.031221 | val_loss: 0.0312209 | Time: 2199.9 ms [2022-04-08 05:33:41 main:574] : INFO : Epoch 1618 | loss: 0.0312197 | val_loss: 0.03122 | Time: 2313 ms [2022-04-08 05:33:43 main:574] : INFO : Epoch 1619 | loss: 0.0312196 | val_loss: 0.0312194 | Time: 2237.85 ms [2022-04-08 05:33:45 main:574] : INFO : Epoch 1620 | loss: 0.0312195 | val_loss: 0.0312199 | Time: 2199.36 ms [2022-04-08 05:33:47 main:574] : INFO : Epoch 1621 | loss: 0.0312195 | val_loss: 0.0312203 | Time: 2216.66 ms [2022-04-08 05:33:50 main:574] : INFO : Epoch 1622 | loss: 0.0312199 | val_loss: 0.0312201 | Time: 2233.38 ms [2022-04-08 05:33:52 main:574] : INFO : Epoch 1623 | loss: 0.0312198 | val_loss: 0.0312206 | Time: 2187.09 ms [2022-04-08 05:33:54 main:574] : INFO : Epoch 1624 | loss: 0.0312194 | val_loss: 0.0312199 | Time: 2273.28 ms [2022-04-08 05:33:56 main:574] : INFO : Epoch 1625 | loss: 0.0312194 | val_loss: 0.0312196 | Time: 2218.03 ms [2022-04-08 05:33:59 main:574] : INFO : Epoch 1626 | loss: 0.0312207 | val_loss: 0.0312205 | Time: 2233.71 ms [2022-04-08 05:34:01 main:574] : INFO : Epoch 1627 | loss: 0.0312192 | val_loss: 0.0312195 | Time: 2143.95 ms [2022-04-08 05:34:03 main:574] : INFO : Epoch 1628 | loss: 0.0312195 | val_loss: 0.0312196 | Time: 2323.83 ms [2022-04-08 05:34:05 main:574] : INFO : Epoch 1629 | loss: 0.0312196 | val_loss: 0.0312199 | Time: 2131.62 ms [2022-04-08 05:34:07 main:574] : INFO : Epoch 1630 | loss: 0.0312196 | val_loss: 0.0312196 | Time: 2190.72 ms [2022-04-08 05:34:10 main:574] : INFO : Epoch 1631 | loss: 0.0312192 | val_loss: 0.0312194 | Time: 2180.7 ms [2022-04-08 05:34:12 main:574] : INFO : Epoch 1632 | loss: 0.0312192 | val_loss: 0.0312193 | Time: 2223.61 ms [2022-04-08 05:34:14 main:574] : INFO : Epoch 1633 | loss: 0.0312194 | val_loss: 0.0312201 | Time: 2143.75 ms [2022-04-08 05:34:16 main:574] : INFO : Epoch 1634 | loss: 0.0312195 | val_loss: 0.0312194 | Time: 2116.88 ms [2022-04-08 05:34:18 main:574] : INFO : Epoch 1635 | loss: 0.0312198 | val_loss: 0.03122 | Time: 2179.13 ms [2022-04-08 05:34:20 main:574] : INFO : Epoch 1636 | loss: 0.0312199 | val_loss: 0.0312212 | Time: 2163.09 ms [2022-04-08 05:34:23 main:574] : INFO : Epoch 1637 | loss: 0.0312207 | val_loss: 0.0312192 | Time: 2221.89 ms [2022-04-08 05:34:25 main:574] : INFO : Epoch 1638 | loss: 0.03122 | val_loss: 0.0312196 | Time: 2224.02 ms [2022-04-08 05:34:27 main:574] : INFO : Epoch 1639 | loss: 0.0312207 | val_loss: 0.0312194 | Time: 2152.65 ms [2022-04-08 05:34:29 main:574] : INFO : Epoch 1640 | loss: 0.0312194 | val_loss: 0.0312203 | Time: 2222.21 ms [2022-04-08 05:34:32 main:574] : INFO : Epoch 1641 | loss: 0.0312197 | val_loss: 0.0312207 | Time: 2294.12 ms [2022-04-08 05:34:34 main:574] : INFO : Epoch 1642 | loss: 0.0312194 | val_loss: 0.0312203 | Time: 2141.42 ms [2022-04-08 05:34:36 main:574] : INFO : Epoch 1643 | loss: 0.0312196 | val_loss: 0.031221 | Time: 2185.39 ms [2022-04-08 05:34:38 main:574] : INFO : Epoch 1644 | loss: 0.0312197 | val_loss: 0.0312195 | Time: 2207.87 ms [2022-04-08 05:34:40 main:574] : INFO : Epoch 1645 | loss: 0.0312207 | val_loss: 0.0312194 | Time: 2159.84 ms [2022-04-08 05:34:43 main:574] : INFO : Epoch 1646 | loss: 0.0312193 | val_loss: 0.0312195 | Time: 2306.8 ms [2022-04-08 05:34:45 main:574] : INFO : Epoch 1647 | loss: 0.0312194 | val_loss: 0.0312197 | Time: 2330.32 ms [2022-04-08 05:34:47 main:574] : INFO : Epoch 1648 | loss: 0.0312203 | val_loss: 0.0312207 | Time: 2242.39 ms [2022-04-08 05:34:49 main:574] : INFO : Epoch 1649 | loss: 0.0312199 | val_loss: 0.0312202 | Time: 2143.99 ms [2022-04-08 05:34:52 main:574] : INFO : Epoch 1650 | loss: 0.0312197 | val_loss: 0.0312212 | Time: 2269.48 ms [2022-04-08 05:34:54 main:574] : INFO : Epoch 1651 | loss: 0.0312203 | val_loss: 0.0312196 | Time: 2185.12 ms [2022-04-08 05:34:56 main:574] : INFO : Epoch 1652 | loss: 0.0312193 | val_loss: 0.0312192 | Time: 2207.1 ms [2022-04-08 05:34:58 main:574] : INFO : Epoch 1653 | loss: 0.0312191 | val_loss: 0.0312198 | Time: 2166.73 ms [2022-04-08 05:35:00 main:574] : INFO : Epoch 1654 | loss: 0.0312194 | val_loss: 0.0312207 | Time: 2304.74 ms [2022-04-08 05:35:03 main:574] : INFO : Epoch 1655 | loss: 0.0312199 | val_loss: 0.0312196 | Time: 2296.31 ms [2022-04-08 05:35:05 main:574] : INFO : Epoch 1656 | loss: 0.0312202 | val_loss: 0.0312207 | Time: 2168.63 ms [2022-04-08 05:35:07 main:574] : INFO : Epoch 1657 | loss: 0.031221 | val_loss: 0.0312197 | Time: 2212.68 ms [2022-04-08 05:35:09 main:574] : INFO : Epoch 1658 | loss: 0.0312214 | val_loss: 0.0312229 | Time: 2217.75 ms [2022-04-08 05:35:12 main:574] : INFO : Epoch 1659 | loss: 0.03122 | val_loss: 0.0312195 | Time: 2247.85 ms [2022-04-08 05:35:14 main:574] : INFO : Epoch 1660 | loss: 0.0312193 | val_loss: 0.0312211 | Time: 2211.68 ms [2022-04-08 05:35:16 main:574] : INFO : Epoch 1661 | loss: 0.0312207 | val_loss: 0.03122 | Time: 2189.86 ms [2022-04-08 05:35:18 main:574] : INFO : Epoch 1662 | loss: 0.0312194 | val_loss: 0.0312194 | Time: 2230.99 ms [2022-04-08 05:35:21 main:574] : INFO : Epoch 1663 | loss: 0.031219 | val_loss: 0.0312196 | Time: 2268.38 ms [2022-04-08 05:35:23 main:574] : INFO : Epoch 1664 | loss: 0.0312194 | val_loss: 0.0312207 | Time: 2179.25 ms [2022-04-08 05:35:25 main:574] : INFO : Epoch 1665 | loss: 0.0312199 | val_loss: 0.0312194 | Time: 2208.59 ms [2022-04-08 05:35:27 main:574] : INFO : Epoch 1666 | loss: 0.0312201 | val_loss: 0.0312219 | Time: 2194.74 ms [2022-04-08 05:35:29 main:574] : INFO : Epoch 1667 | loss: 0.0312204 | val_loss: 0.0312203 | Time: 2213.81 ms [2022-04-08 05:35:32 main:574] : INFO : Epoch 1668 | loss: 0.0312206 | val_loss: 0.0312205 | Time: 2239.52 ms [2022-04-08 05:35:34 main:574] : INFO : Epoch 1669 | loss: 0.0312194 | val_loss: 0.0312196 | Time: 2289.63 ms [2022-04-08 05:35:36 main:574] : INFO : Epoch 1670 | loss: 0.0312194 | val_loss: 0.0312206 | Time: 2303.19 ms [2022-04-08 05:35:38 main:574] : INFO : Epoch 1671 | loss: 0.0312199 | val_loss: 0.0312204 | Time: 2214.34 ms [2022-04-08 05:35:41 main:574] : INFO : Epoch 1672 | loss: 0.0312194 | val_loss: 0.0312196 | Time: 2292.61 ms [2022-04-08 05:35:43 main:574] : INFO : Epoch 1673 | loss: 0.0312192 | val_loss: 0.0312215 | Time: 2214.49 ms [2022-04-08 05:35:45 main:574] : INFO : Epoch 1674 | loss: 0.0312206 | val_loss: 0.031223 | Time: 2152.31 ms [2022-04-08 05:35:47 main:574] : INFO : Epoch 1675 | loss: 0.0312202 | val_loss: 0.0312195 | Time: 2214.02 ms [2022-04-08 05:35:49 main:574] : INFO : Epoch 1676 | loss: 0.0312197 | val_loss: 0.0312196 | Time: 2129.72 ms [2022-04-08 05:35:52 main:574] : INFO : Epoch 1677 | loss: 0.0312193 | val_loss: 0.0312194 | Time: 2143.05 ms [2022-04-08 05:35:54 main:574] : INFO : Epoch 1678 | loss: 0.0312195 | val_loss: 0.0312208 | Time: 2243.57 ms [2022-04-08 05:35:56 main:574] : INFO : Epoch 1679 | loss: 0.0312198 | val_loss: 0.0312236 | Time: 2368.39 ms [2022-04-08 05:35:58 main:574] : INFO : Epoch 1680 | loss: 0.0312201 | val_loss: 0.0312193 | Time: 2219.16 ms [2022-04-08 05:36:01 main:574] : INFO : Epoch 1681 | loss: 0.03122 | val_loss: 0.0312208 | Time: 2238.66 ms [2022-04-08 05:36:03 main:574] : INFO : Epoch 1682 | loss: 0.0312198 | val_loss: 0.0312232 | Time: 2205.32 ms [2022-04-08 05:36:05 main:574] : INFO : Epoch 1683 | loss: 0.03122 | val_loss: 0.0312193 | Time: 2224.82 ms [2022-04-08 05:36:07 main:574] : INFO : Epoch 1684 | loss: 0.0312191 | val_loss: 0.0312213 | Time: 2195.42 ms [2022-04-08 05:36:09 main:574] : INFO : Epoch 1685 | loss: 0.0312204 | val_loss: 0.0312227 | Time: 2160.42 ms [2022-04-08 05:36:12 main:574] : INFO : Epoch 1686 | loss: 0.0312206 | val_loss: 0.0312197 | Time: 2104.53 ms [2022-04-08 05:36:14 main:574] : INFO : Epoch 1687 | loss: 0.0312191 | val_loss: 0.0312199 | Time: 2281.8 ms [2022-04-08 05:36:16 main:574] : INFO : Epoch 1688 | loss: 0.0312197 | val_loss: 0.0312205 | Time: 2183.28 ms [2022-04-08 05:36:18 main:574] : INFO : Epoch 1689 | loss: 0.0312196 | val_loss: 0.0312202 | Time: 2142.82 ms [2022-04-08 05:36:20 main:574] : INFO : Epoch 1690 | loss: 0.0312199 | val_loss: 0.0312211 | Time: 2146.7 ms [2022-04-08 05:36:23 main:574] : INFO : Epoch 1691 | loss: 0.0312192 | val_loss: 0.0312198 | Time: 2154.72 ms [2022-04-08 05:36:25 main:574] : INFO : Epoch 1692 | loss: 0.0312194 | val_loss: 0.0312204 | Time: 2224.17 ms [2022-04-08 05:36:27 main:574] : INFO : Epoch 1693 | loss: 0.0312199 | val_loss: 0.0312204 | Time: 2173.13 ms [2022-04-08 05:36:29 main:574] : INFO : Epoch 1694 | loss: 0.0312201 | val_loss: 0.031221 | Time: 2257.2 ms [2022-04-08 05:36:32 main:574] : INFO : Epoch 1695 | loss: 0.0312199 | val_loss: 0.0312197 | Time: 2328.82 ms [2022-04-08 05:36:34 main:574] : INFO : Epoch 1696 | loss: 0.0312202 | val_loss: 0.0312196 | Time: 2294.42 ms [2022-04-08 05:36:36 main:574] : INFO : Epoch 1697 | loss: 0.0312197 | val_loss: 0.03122 | Time: 2453.94 ms [2022-04-08 05:36:39 main:574] : INFO : Epoch 1698 | loss: 0.0312198 | val_loss: 0.0312197 | Time: 2366.95 ms [2022-04-08 05:36:41 main:574] : INFO : Epoch 1699 | loss: 0.0312193 | val_loss: 0.031221 | Time: 2328.09 ms [2022-04-08 05:36:43 main:574] : INFO : Epoch 1700 | loss: 0.0312195 | val_loss: 0.0312206 | Time: 2217.06 ms [2022-04-08 05:36:45 main:574] : INFO : Epoch 1701 | loss: 0.0312203 | val_loss: 0.0312194 | Time: 2233.54 ms [2022-04-08 05:36:48 main:574] : INFO : Epoch 1702 | loss: 0.0312194 | val_loss: 0.0312193 | Time: 2202.67 ms [2022-04-08 05:36:50 main:574] : INFO : Epoch 1703 | loss: 0.0312201 | val_loss: 0.0312193 | Time: 2228.99 ms [2022-04-08 05:36:52 main:574] : INFO : Epoch 1704 | loss: 0.0312195 | val_loss: 0.0312199 | Time: 2306.79 ms [2022-04-08 05:36:54 main:574] : INFO : Epoch 1705 | loss: 0.0312193 | val_loss: 0.0312195 | Time: 2222.23 ms [2022-04-08 05:36:57 main:574] : INFO : Epoch 1706 | loss: 0.0312208 | val_loss: 0.03122 | Time: 2280.3 ms [2022-04-08 05:36:59 main:574] : INFO : Epoch 1707 | loss: 0.0312206 | val_loss: 0.0312246 | Time: 2173.84 ms [2022-04-08 05:37:01 main:574] : INFO : Epoch 1708 | loss: 0.0312199 | val_loss: 0.0312193 | Time: 2224.22 ms [2022-04-08 05:37:03 main:574] : INFO : Epoch 1709 | loss: 0.03122 | val_loss: 0.0312219 | Time: 2115.04 ms [2022-04-08 05:37:05 main:574] : INFO : Epoch 1710 | loss: 0.0312214 | val_loss: 0.0312195 | Time: 2184.36 ms [2022-04-08 05:37:08 main:574] : INFO : Epoch 1711 | loss: 0.0312193 | val_loss: 0.0312199 | Time: 2134.1 ms [2022-04-08 05:37:10 main:574] : INFO : Epoch 1712 | loss: 0.031219 | val_loss: 0.0312204 | Time: 2203.62 ms [2022-04-08 05:37:12 main:574] : INFO : Epoch 1713 | loss: 0.0312192 | val_loss: 0.0312198 | Time: 2134.46 ms [2022-04-08 05:37:14 main:574] : INFO : Epoch 1714 | loss: 0.0312198 | val_loss: 0.0312194 | Time: 2183.18 ms [2022-04-08 05:37:16 main:574] : INFO : Epoch 1715 | loss: 0.0312195 | val_loss: 0.0312201 | Time: 2123.88 ms [2022-04-08 05:37:18 main:574] : INFO : Epoch 1716 | loss: 0.0312201 | val_loss: 0.0312203 | Time: 2175.69 ms [2022-04-08 05:37:21 main:574] : INFO : Epoch 1717 | loss: 0.0312197 | val_loss: 0.031221 | Time: 2248.85 ms [2022-04-08 05:37:23 main:574] : INFO : Epoch 1718 | loss: 0.0312202 | val_loss: 0.0312209 | Time: 2148.27 ms [2022-04-08 05:37:25 main:574] : INFO : Epoch 1719 | loss: 0.0312206 | val_loss: 0.0312204 | Time: 2203.5 ms [2022-04-08 05:37:27 main:574] : INFO : Epoch 1720 | loss: 0.0312192 | val_loss: 0.0312193 | Time: 2176.5 ms [2022-04-08 05:37:30 main:574] : INFO : Epoch 1721 | loss: 0.0312195 | val_loss: 0.0312196 | Time: 2309.97 ms [2022-04-08 05:37:32 main:574] : INFO : Epoch 1722 | loss: 0.0312196 | val_loss: 0.03122 | Time: 2218.31 ms [2022-04-08 05:37:34 main:574] : INFO : Epoch 1723 | loss: 0.0312197 | val_loss: 0.0312216 | Time: 2199.78 ms [2022-04-08 05:37:36 main:574] : INFO : Epoch 1724 | loss: 0.0312207 | val_loss: 0.0312194 | Time: 2293.17 ms [2022-04-08 05:37:39 main:574] : INFO : Epoch 1725 | loss: 0.03122 | val_loss: 0.0312201 | Time: 2388.04 ms [2022-04-08 05:37:41 main:574] : INFO : Epoch 1726 | loss: 0.0312202 | val_loss: 0.0312228 | Time: 2127.45 ms [2022-04-08 05:37:43 main:574] : INFO : Epoch 1727 | loss: 0.03122 | val_loss: 0.0312197 | Time: 2294.27 ms [2022-04-08 05:37:45 main:574] : INFO : Epoch 1728 | loss: 0.0312196 | val_loss: 0.0312197 | Time: 2163.63 ms [2022-04-08 05:37:48 main:574] : INFO : Epoch 1729 | loss: 0.0312198 | val_loss: 0.0312203 | Time: 2344.77 ms [2022-04-08 05:37:50 main:574] : INFO : Epoch 1730 | loss: 0.03122 | val_loss: 0.0312195 | Time: 2155.48 ms [2022-04-08 05:37:52 main:574] : INFO : Epoch 1731 | loss: 0.0312201 | val_loss: 0.031223 | Time: 2263.74 ms [2022-04-08 05:37:54 main:574] : INFO : Epoch 1732 | loss: 0.0312201 | val_loss: 0.03122 | Time: 2188.36 ms [2022-04-08 05:37:56 main:574] : INFO : Epoch 1733 | loss: 0.0312194 | val_loss: 0.0312199 | Time: 2242.38 ms [2022-04-08 05:37:59 main:574] : INFO : Epoch 1734 | loss: 0.031219 | val_loss: 0.0312209 | Time: 2182.06 ms [2022-04-08 05:38:01 main:574] : INFO : Epoch 1735 | loss: 0.0312209 | val_loss: 0.0312217 | Time: 2192.36 ms [2022-04-08 05:38:03 main:574] : INFO : Epoch 1736 | loss: 0.0312196 | val_loss: 0.03122 | Time: 2271.6 ms [2022-04-08 05:38:05 main:574] : INFO : Epoch 1737 | loss: 0.03122 | val_loss: 0.0312204 | Time: 2195.03 ms [2022-04-08 05:38:08 main:574] : INFO : Epoch 1738 | loss: 0.0312205 | val_loss: 0.0312219 | Time: 2226.88 ms [2022-04-08 05:38:10 main:574] : INFO : Epoch 1739 | loss: 0.0312203 | val_loss: 0.0312195 | Time: 2312.92 ms [2022-04-08 05:38:12 main:574] : INFO : Epoch 1740 | loss: 0.03122 | val_loss: 0.0312203 | Time: 2217.31 ms [2022-04-08 05:38:14 main:574] : INFO : Epoch 1741 | loss: 0.0312191 | val_loss: 0.0312197 | Time: 2192.72 ms [2022-04-08 05:38:17 main:574] : INFO : Epoch 1742 | loss: 0.0312196 | val_loss: 0.0312214 | Time: 2212.08 ms [2022-04-08 05:38:19 main:574] : INFO : Epoch 1743 | loss: 0.0312201 | val_loss: 0.0312202 | Time: 2129.38 ms [2022-04-08 05:38:21 main:574] : INFO : Epoch 1744 | loss: 0.0312197 | val_loss: 0.0312193 | Time: 2207.72 ms [2022-04-08 05:38:23 main:574] : INFO : Epoch 1745 | loss: 0.0312197 | val_loss: 0.0312196 | Time: 2242.58 ms [2022-04-08 05:38:25 main:574] : INFO : Epoch 1746 | loss: 0.0312194 | val_loss: 0.0312201 | Time: 2180.55 ms [2022-04-08 05:38:28 main:574] : INFO : Epoch 1747 | loss: 0.0312196 | val_loss: 0.0312208 | Time: 2253.26 ms [2022-04-08 05:38:30 main:574] : INFO : Epoch 1748 | loss: 0.0312197 | val_loss: 0.0312194 | Time: 2288.73 ms [2022-04-08 05:38:32 main:574] : INFO : Epoch 1749 | loss: 0.0312193 | val_loss: 0.0312204 | Time: 2172.44 ms [2022-04-08 05:38:34 main:574] : INFO : Epoch 1750 | loss: 0.0312212 | val_loss: 0.0312194 | Time: 2164.45 ms [2022-04-08 05:38:37 main:574] : INFO : Epoch 1751 | loss: 0.0312196 | val_loss: 0.0312217 | Time: 2363.32 ms [2022-04-08 05:38:39 main:574] : INFO : Epoch 1752 | loss: 0.0312211 | val_loss: 0.03122 | Time: 2137.48 ms [2022-04-08 05:38:41 main:574] : INFO : Epoch 1753 | loss: 0.0312207 | val_loss: 0.0312195 | Time: 2200.24 ms [2022-04-08 05:38:43 main:574] : INFO : Epoch 1754 | loss: 0.0312203 | val_loss: 0.0312209 | Time: 2197.08 ms [2022-04-08 05:38:45 main:574] : INFO : Epoch 1755 | loss: 0.0312194 | val_loss: 0.0312196 | Time: 2126.9 ms [2022-04-08 05:38:47 main:574] : INFO : Epoch 1756 | loss: 0.0312196 | val_loss: 0.0312194 | Time: 2154.15 ms [2022-04-08 05:38:50 main:574] : INFO : Epoch 1757 | loss: 0.0312203 | val_loss: 0.0312193 | Time: 2282.61 ms [2022-04-08 05:38:52 main:574] : INFO : Epoch 1758 | loss: 0.0312202 | val_loss: 0.0312198 | Time: 2216.51 ms [2022-04-08 05:38:54 main:574] : INFO : Epoch 1759 | loss: 0.0312195 | val_loss: 0.0312198 | Time: 2212.87 ms [2022-04-08 05:38:56 main:574] : INFO : Epoch 1760 | loss: 0.0312192 | val_loss: 0.03122 | Time: 2241.51 ms [2022-04-08 05:38:59 main:574] : INFO : Epoch 1761 | loss: 0.0312195 | val_loss: 0.0312207 | Time: 2262.15 ms [2022-04-08 05:39:01 main:574] : INFO : Epoch 1762 | loss: 0.0312215 | val_loss: 0.0312211 | Time: 2319.46 ms [2022-04-08 05:39:03 main:574] : INFO : Epoch 1763 | loss: 0.0312215 | val_loss: 0.03122 | Time: 2248.52 ms [2022-04-08 05:39:05 main:574] : INFO : Epoch 1764 | loss: 0.0312198 | val_loss: 0.0312198 | Time: 2226.02 ms [2022-04-08 05:39:08 main:574] : INFO : Epoch 1765 | loss: 0.0312194 | val_loss: 0.0312209 | Time: 2335.92 ms [2022-04-08 05:39:10 main:574] : INFO : Epoch 1766 | loss: 0.0312211 | val_loss: 0.0312195 | Time: 2090.37 ms [2022-04-08 05:39:12 main:574] : INFO : Epoch 1767 | loss: 0.0312196 | val_loss: 0.0312201 | Time: 2360.18 ms [2022-04-08 05:39:14 main:574] : INFO : Epoch 1768 | loss: 0.0312197 | val_loss: 0.03122 | Time: 2185.02 ms [2022-04-08 05:39:17 main:574] : INFO : Epoch 1769 | loss: 0.0312195 | val_loss: 0.0312205 | Time: 2296.14 ms [2022-04-08 05:39:19 main:574] : INFO : Epoch 1770 | loss: 0.0312198 | val_loss: 0.0312196 | Time: 2252.86 ms [2022-04-08 05:39:21 main:574] : INFO : Epoch 1771 | loss: 0.0312196 | val_loss: 0.0312197 | Time: 2191.63 ms [2022-04-08 05:39:23 main:574] : INFO : Epoch 1772 | loss: 0.0312195 | val_loss: 0.0312249 | Time: 2199.36 ms [2022-04-08 05:39:26 main:574] : INFO : Epoch 1773 | loss: 0.0312217 | val_loss: 0.0312198 | Time: 2196.45 ms [2022-04-08 05:39:28 main:574] : INFO : Epoch 1774 | loss: 0.0312201 | val_loss: 0.0312197 | Time: 2248.09 ms [2022-04-08 05:39:30 main:574] : INFO : Epoch 1775 | loss: 0.0312193 | val_loss: 0.0312204 | Time: 2180.65 ms [2022-04-08 05:39:32 main:574] : INFO : Epoch 1776 | loss: 0.0312196 | val_loss: 0.0312201 | Time: 2083.61 ms [2022-04-08 05:39:34 main:574] : INFO : Epoch 1777 | loss: 0.031219 | val_loss: 0.0312194 | Time: 2132.14 ms [2022-04-08 05:39:37 main:574] : INFO : Epoch 1778 | loss: 0.0312192 | val_loss: 0.0312195 | Time: 2260.62 ms [2022-04-08 05:39:39 main:574] : INFO : Epoch 1779 | loss: 0.0312192 | val_loss: 0.0312198 | Time: 2100.53 ms [2022-04-08 05:39:41 main:574] : INFO : Epoch 1780 | loss: 0.0312189 | val_loss: 0.0312199 | Time: 2234.15 ms [2022-04-08 05:39:43 main:574] : INFO : Epoch 1781 | loss: 0.0312201 | val_loss: 0.0312226 | Time: 2201.56 ms [2022-04-08 05:39:45 main:574] : INFO : Epoch 1782 | loss: 0.03122 | val_loss: 0.0312202 | Time: 2289.76 ms [2022-04-08 05:39:48 main:574] : INFO : Epoch 1783 | loss: 0.0312194 | val_loss: 0.0312198 | Time: 2225.35 ms [2022-04-08 05:39:50 main:574] : INFO : Epoch 1784 | loss: 0.03122 | val_loss: 0.0312195 | Time: 2221.59 ms [2022-04-08 05:39:52 main:574] : INFO : Epoch 1785 | loss: 0.0312207 | val_loss: 0.03122 | Time: 2270.64 ms [2022-04-08 05:39:54 main:574] : INFO : Epoch 1786 | loss: 0.0312203 | val_loss: 0.0312194 | Time: 2243.89 ms [2022-04-08 05:39:57 main:574] : INFO : Epoch 1787 | loss: 0.0312201 | val_loss: 0.0312223 | Time: 2393.21 ms [2022-04-08 05:39:59 main:574] : INFO : Epoch 1788 | loss: 0.0312201 | val_loss: 0.0312194 | Time: 2222.32 ms [2022-04-08 05:40:01 main:574] : INFO : Epoch 1789 | loss: 0.0312193 | val_loss: 0.0312193 | Time: 2286.87 ms [2022-04-08 05:40:04 main:574] : INFO : Epoch 1790 | loss: 0.0312193 | val_loss: 0.0312196 | Time: 2271.16 ms [2022-04-08 05:40:06 main:574] : INFO : Epoch 1791 | loss: 0.03122 | val_loss: 0.03122 | Time: 2247.58 ms [2022-04-08 05:40:08 main:574] : INFO : Epoch 1792 | loss: 0.031221 | val_loss: 0.0312195 | Time: 2241.02 ms [2022-04-08 05:40:10 main:574] : INFO : Epoch 1793 | loss: 0.0312193 | val_loss: 0.0312194 | Time: 2113.19 ms [2022-04-08 05:40:12 main:574] : INFO : Epoch 1794 | loss: 0.0312198 | val_loss: 0.031221 | Time: 2269.86 ms [2022-04-08 05:40:15 main:574] : INFO : Epoch 1795 | loss: 0.0312204 | val_loss: 0.0312224 | Time: 2137.82 ms [2022-04-08 05:40:17 main:574] : INFO : Epoch 1796 | loss: 0.0312201 | val_loss: 0.0312194 | Time: 2074.5 ms [2022-04-08 05:40:19 main:574] : INFO : Epoch 1797 | loss: 0.0312191 | val_loss: 0.0312198 | Time: 2309.67 ms [2022-04-08 05:40:21 main:574] : INFO : Epoch 1798 | loss: 0.0312191 | val_loss: 0.03122 | Time: 2403.6 ms [2022-04-08 05:40:24 main:574] : INFO : Epoch 1799 | loss: 0.0312194 | val_loss: 0.0312209 | Time: 2291.09 ms [2022-04-08 05:40:26 main:574] : INFO : Epoch 1800 | loss: 0.0312201 | val_loss: 0.0312218 | Time: 2104.83 ms [2022-04-08 05:40:28 main:574] : INFO : Epoch 1801 | loss: 0.0312201 | val_loss: 0.0312194 | Time: 2121.13 ms [2022-04-08 05:40:30 main:574] : INFO : Epoch 1802 | loss: 0.0312192 | val_loss: 0.0312195 | Time: 2271.23 ms [2022-04-08 05:40:32 main:574] : INFO : Epoch 1803 | loss: 0.0312194 | val_loss: 0.0312208 | Time: 2159.51 ms [2022-04-08 05:40:35 main:574] : INFO : Epoch 1804 | loss: 0.0312195 | val_loss: 0.0312203 | Time: 2232.64 ms [2022-04-08 05:40:37 main:574] : INFO : Epoch 1805 | loss: 0.0312195 | val_loss: 0.0312201 | Time: 2307.68 ms [2022-04-08 05:40:39 main:574] : INFO : Epoch 1806 | loss: 0.0312193 | val_loss: 0.0312197 | Time: 2149.83 ms [2022-04-08 05:40:41 main:574] : INFO : Epoch 1807 | loss: 0.0312202 | val_loss: 0.0312196 | Time: 2398.95 ms [2022-04-08 05:40:44 main:574] : INFO : Epoch 1808 | loss: 0.0312199 | val_loss: 0.0312192 | Time: 2241.16 ms [2022-04-08 05:40:46 main:574] : INFO : Epoch 1809 | loss: 0.0312192 | val_loss: 0.0312195 | Time: 2251.78 ms [2022-04-08 05:40:48 main:574] : INFO : Epoch 1810 | loss: 0.0312198 | val_loss: 0.0312218 | Time: 2294.6 ms [2022-04-08 05:40:50 main:574] : INFO : Epoch 1811 | loss: 0.0312198 | val_loss: 0.0312201 | Time: 2155.94 ms [2022-04-08 05:40:53 main:574] : INFO : Epoch 1812 | loss: 0.0312195 | val_loss: 0.0312199 | Time: 2206.27 ms [2022-04-08 05:40:55 main:574] : INFO : Epoch 1813 | loss: 0.0312194 | val_loss: 0.0312213 | Time: 2210.76 ms [2022-04-08 05:40:57 main:574] : INFO : Epoch 1814 | loss: 0.0312193 | val_loss: 0.0312193 | Time: 2285.63 ms [2022-04-08 05:40:59 main:574] : INFO : Epoch 1815 | loss: 0.0312192 | val_loss: 0.0312194 | Time: 2247.33 ms [2022-04-08 05:41:02 main:574] : INFO : Epoch 1816 | loss: 0.0312202 | val_loss: 0.0312203 | Time: 2204.88 ms [2022-04-08 05:41:04 main:574] : INFO : Epoch 1817 | loss: 0.0312206 | val_loss: 0.0312212 | Time: 2264.44 ms [2022-04-08 05:41:06 main:574] : INFO : Epoch 1818 | loss: 0.0312203 | val_loss: 0.0312198 | Time: 2168.78 ms [2022-04-08 05:41:08 main:574] : INFO : Epoch 1819 | loss: 0.0312206 | val_loss: 0.0312207 | Time: 2394.3 ms [2022-04-08 05:41:11 main:574] : INFO : Epoch 1820 | loss: 0.0312196 | val_loss: 0.0312212 | Time: 2173.85 ms [2022-04-08 05:41:13 main:574] : INFO : Epoch 1821 | loss: 0.0312203 | val_loss: 0.0312199 | Time: 2237.3 ms [2022-04-08 05:41:15 main:574] : INFO : Epoch 1822 | loss: 0.0312203 | val_loss: 0.0312218 | Time: 2306.3 ms [2022-04-08 05:41:17 main:574] : INFO : Epoch 1823 | loss: 0.0312203 | val_loss: 0.0312194 | Time: 2265.97 ms [2022-04-08 05:41:20 main:574] : INFO : Epoch 1824 | loss: 0.0312202 | val_loss: 0.0312213 | Time: 2142.07 ms [2022-04-08 05:41:22 main:574] : INFO : Epoch 1825 | loss: 0.0312211 | val_loss: 0.0312211 | Time: 2106.35 ms [2022-04-08 05:41:24 main:574] : INFO : Epoch 1826 | loss: 0.0312199 | val_loss: 0.0312205 | Time: 2241.56 ms [2022-04-08 05:41:26 main:574] : INFO : Epoch 1827 | loss: 0.0312198 | val_loss: 0.0312196 | Time: 2201.45 ms [2022-04-08 05:41:28 main:574] : INFO : Epoch 1828 | loss: 0.0312193 | val_loss: 0.0312195 | Time: 2199.41 ms [2022-04-08 05:41:31 main:574] : INFO : Epoch 1829 | loss: 0.0312193 | val_loss: 0.0312193 | Time: 2214.68 ms [2022-04-08 05:41:33 main:574] : INFO : Epoch 1830 | loss: 0.0312194 | val_loss: 0.0312196 | Time: 2288.91 ms [2022-04-08 05:41:35 main:574] : INFO : Epoch 1831 | loss: 0.0312201 | val_loss: 0.0312212 | Time: 2297.3 ms [2022-04-08 05:41:37 main:574] : INFO : Epoch 1832 | loss: 0.03122 | val_loss: 0.0312213 | Time: 2130.11 ms [2022-04-08 05:41:40 main:574] : INFO : Epoch 1833 | loss: 0.03122 | val_loss: 0.0312199 | Time: 2227.31 ms [2022-04-08 05:41:42 main:574] : INFO : Epoch 1834 | loss: 0.0312202 | val_loss: 0.0312197 | Time: 2298.9 ms [2022-04-08 05:41:44 main:574] : INFO : Epoch 1835 | loss: 0.0312196 | val_loss: 0.0312193 | Time: 2192.24 ms [2022-04-08 05:41:46 main:574] : INFO : Epoch 1836 | loss: 0.0312206 | val_loss: 0.0312198 | Time: 2181 ms [2022-04-08 05:41:48 main:574] : INFO : Epoch 1837 | loss: 0.0312196 | val_loss: 0.0312202 | Time: 2197.83 ms [2022-04-08 05:41:51 main:574] : INFO : Epoch 1838 | loss: 0.0312192 | val_loss: 0.0312193 | Time: 2379.85 ms [2022-04-08 05:41:53 main:574] : INFO : Epoch 1839 | loss: 0.0312196 | val_loss: 0.0312195 | Time: 2252.5 ms [2022-04-08 05:41:56 main:574] : INFO : Epoch 1840 | loss: 0.0312193 | val_loss: 0.0312197 | Time: 2378.64 ms [2022-04-08 05:41:58 main:574] : INFO : Epoch 1841 | loss: 0.0312194 | val_loss: 0.0312198 | Time: 2260.15 ms [2022-04-08 05:42:00 main:574] : INFO : Epoch 1842 | loss: 0.0312199 | val_loss: 0.0312223 | Time: 2230.11 ms [2022-04-08 05:42:02 main:574] : INFO : Epoch 1843 | loss: 0.0312199 | val_loss: 0.0312196 | Time: 2274.32 ms [2022-04-08 05:42:05 main:574] : INFO : Epoch 1844 | loss: 0.0312192 | val_loss: 0.0312194 | Time: 2323.69 ms [2022-04-08 05:42:07 main:574] : INFO : Epoch 1845 | loss: 0.0312196 | val_loss: 0.0312195 | Time: 2208.35 ms [2022-04-08 05:42:09 main:574] : INFO : Epoch 1846 | loss: 0.0312192 | val_loss: 0.03122 | Time: 2179.94 ms [2022-04-08 05:42:11 main:574] : INFO : Epoch 1847 | loss: 0.0312201 | val_loss: 0.0312193 | Time: 2227.35 ms [2022-04-08 05:42:13 main:574] : INFO : Epoch 1848 | loss: 0.031219 | val_loss: 0.0312194 | Time: 2131.98 ms [2022-04-08 05:42:16 main:574] : INFO : Epoch 1849 | loss: 0.0312194 | val_loss: 0.0312202 | Time: 2211.98 ms [2022-04-08 05:42:18 main:574] : INFO : Epoch 1850 | loss: 0.0312199 | val_loss: 0.0312204 | Time: 2246.78 ms [2022-04-08 05:42:20 main:574] : INFO : Epoch 1851 | loss: 0.0312194 | val_loss: 0.0312205 | Time: 2182.55 ms [2022-04-08 05:42:22 main:574] : INFO : Epoch 1852 | loss: 0.0312204 | val_loss: 0.0312199 | Time: 2329.82 ms [2022-04-08 05:42:24 main:574] : INFO : Epoch 1853 | loss: 0.03122 | val_loss: 0.0312197 | Time: 2085.12 ms [2022-04-08 05:42:27 main:574] : INFO : Epoch 1854 | loss: 0.0312201 | val_loss: 0.0312197 | Time: 2264.01 ms [2022-04-08 05:42:29 main:574] : INFO : Epoch 1855 | loss: 0.0312194 | val_loss: 0.0312193 | Time: 2258.14 ms [2022-04-08 05:42:31 main:574] : INFO : Epoch 1856 | loss: 0.0312199 | val_loss: 0.0312196 | Time: 2218.64 ms [2022-04-08 05:42:34 main:574] : INFO : Epoch 1857 | loss: 0.0312194 | val_loss: 0.0312197 | Time: 2315.31 ms [2022-04-08 05:42:36 main:574] : INFO : Epoch 1858 | loss: 0.0312198 | val_loss: 0.031221 | Time: 2199.57 ms [2022-04-08 05:42:38 main:574] : INFO : Epoch 1859 | loss: 0.0312203 | val_loss: 0.0312203 | Time: 2163.57 ms [2022-04-08 05:42:40 main:574] : INFO : Epoch 1860 | loss: 0.0312195 | val_loss: 0.0312202 | Time: 2184.25 ms [2022-04-08 05:42:42 main:574] : INFO : Epoch 1861 | loss: 0.0312191 | val_loss: 0.0312196 | Time: 2261.35 ms [2022-04-08 05:42:45 main:574] : INFO : Epoch 1862 | loss: 0.0312193 | val_loss: 0.0312219 | Time: 2217.98 ms [2022-04-08 05:42:47 main:574] : INFO : Epoch 1863 | loss: 0.0312197 | val_loss: 0.0312203 | Time: 2180.19 ms [2022-04-08 05:42:49 main:574] : INFO : Epoch 1864 | loss: 0.0312197 | val_loss: 0.0312197 | Time: 2313.38 ms [2022-04-08 05:42:51 main:574] : INFO : Epoch 1865 | loss: 0.031219 | val_loss: 0.0312199 | Time: 2188.27 ms [2022-04-08 05:42:53 main:574] : INFO : Epoch 1866 | loss: 0.0312197 | val_loss: 0.0312195 | Time: 2132.82 ms [2022-04-08 05:42:56 main:574] : INFO : Epoch 1867 | loss: 0.0312198 | val_loss: 0.0312202 | Time: 2252.98 ms [2022-04-08 05:42:58 main:574] : INFO : Epoch 1868 | loss: 0.0312192 | val_loss: 0.0312193 | Time: 2321.53 ms [2022-04-08 05:43:00 main:574] : INFO : Epoch 1869 | loss: 0.0312194 | val_loss: 0.03122 | Time: 2322.26 ms [2022-04-08 05:43:03 main:574] : INFO : Epoch 1870 | loss: 0.0312204 | val_loss: 0.0312206 | Time: 2317.96 ms [2022-04-08 05:43:05 main:574] : INFO : Epoch 1871 | loss: 0.0312214 | val_loss: 0.0312208 | Time: 2242.68 ms [2022-04-08 05:43:07 main:574] : INFO : Epoch 1872 | loss: 0.0312213 | val_loss: 0.0312207 | Time: 2306.14 ms [2022-04-08 05:43:09 main:574] : INFO : Epoch 1873 | loss: 0.0312215 | val_loss: 0.031223 | Time: 2180.61 ms [2022-04-08 05:43:12 main:574] : INFO : Epoch 1874 | loss: 0.0312199 | val_loss: 0.0312201 | Time: 2242.56 ms [2022-04-08 05:43:14 main:574] : INFO : Epoch 1875 | loss: 0.0312194 | val_loss: 0.0312194 | Time: 2362.95 ms [2022-04-08 05:43:16 main:574] : INFO : Epoch 1876 | loss: 0.0312194 | val_loss: 0.0312203 | Time: 2143.18 ms [2022-04-08 05:43:18 main:574] : INFO : Epoch 1877 | loss: 0.0312196 | val_loss: 0.0312195 | Time: 2204.98 ms [2022-04-08 05:43:20 main:574] : INFO : Epoch 1878 | loss: 0.0312205 | val_loss: 0.0312202 | Time: 2111.13 ms [2022-04-08 05:43:23 main:574] : INFO : Epoch 1879 | loss: 0.0312203 | val_loss: 0.0312216 | Time: 2198.67 ms [2022-04-08 05:43:25 main:574] : INFO : Epoch 1880 | loss: 0.0312237 | val_loss: 0.0312279 | Time: 2164.11 ms [2022-04-08 05:43:27 main:574] : INFO : Epoch 1881 | loss: 0.0312229 | val_loss: 0.0312228 | Time: 2292.11 ms [2022-04-08 05:43:29 main:574] : INFO : Epoch 1882 | loss: 0.0312199 | val_loss: 0.0312198 | Time: 2222.02 ms [2022-04-08 05:43:32 main:574] : INFO : Epoch 1883 | loss: 0.0312195 | val_loss: 0.0312195 | Time: 2215.08 ms [2022-04-08 05:43:34 main:574] : INFO : Epoch 1884 | loss: 0.0312195 | val_loss: 0.0312194 | Time: 2193.66 ms [2022-04-08 05:43:36 main:574] : INFO : Epoch 1885 | loss: 0.0312195 | val_loss: 0.0312194 | Time: 2213.21 ms [2022-04-08 05:43:38 main:574] : INFO : Epoch 1886 | loss: 0.0312193 | val_loss: 0.0312194 | Time: 2385.36 ms [2022-04-08 05:43:41 main:574] : INFO : Epoch 1887 | loss: 0.0312197 | val_loss: 0.0312206 | Time: 2245.31 ms [2022-04-08 05:43:43 main:574] : INFO : Epoch 1888 | loss: 0.0312205 | val_loss: 0.0312245 | Time: 2191.44 ms [2022-04-08 05:43:45 main:574] : INFO : Epoch 1889 | loss: 0.03122 | val_loss: 0.0312193 | Time: 2150.64 ms [2022-04-08 05:43:47 main:574] : INFO : Epoch 1890 | loss: 0.0312197 | val_loss: 0.0312213 | Time: 2180.94 ms [2022-04-08 05:43:49 main:574] : INFO : Epoch 1891 | loss: 0.0312205 | val_loss: 0.0312213 | Time: 2251.49 ms [2022-04-08 05:43:52 main:574] : INFO : Epoch 1892 | loss: 0.0312197 | val_loss: 0.0312196 | Time: 2396.82 ms [2022-04-08 05:43:54 main:574] : INFO : Epoch 1893 | loss: 0.0312191 | val_loss: 0.0312195 | Time: 2241.28 ms [2022-04-08 05:43:56 main:574] : INFO : Epoch 1894 | loss: 0.0312193 | val_loss: 0.0312194 | Time: 2139.09 ms [2022-04-08 05:43:59 main:574] : INFO : Epoch 1895 | loss: 0.0312193 | val_loss: 0.0312201 | Time: 2301.41 ms [2022-04-08 05:44:01 main:574] : INFO : Epoch 1896 | loss: 0.0312195 | val_loss: 0.0312196 | Time: 2278.49 ms [2022-04-08 05:44:03 main:574] : INFO : Epoch 1897 | loss: 0.0312197 | val_loss: 0.0312218 | Time: 2299.23 ms [2022-04-08 05:44:05 main:574] : INFO : Epoch 1898 | loss: 0.0312205 | val_loss: 0.03122 | Time: 2170.46 ms [2022-04-08 05:44:08 main:574] : INFO : Epoch 1899 | loss: 0.0312195 | val_loss: 0.0312209 | Time: 2171.28 ms [2022-04-08 05:44:10 main:574] : INFO : Epoch 1900 | loss: 0.03122 | val_loss: 0.0312201 | Time: 2222.55 ms [2022-04-08 05:44:12 main:574] : INFO : Epoch 1901 | loss: 0.0312209 | val_loss: 0.0312196 | Time: 2242.51 ms [2022-04-08 05:44:14 main:574] : INFO : Epoch 1902 | loss: 0.0312199 | val_loss: 0.0312204 | Time: 2229.7 ms [2022-04-08 05:44:16 main:574] : INFO : Epoch 1903 | loss: 0.0312203 | val_loss: 0.0312209 | Time: 2182.93 ms [2022-04-08 05:44:19 main:574] : INFO : Epoch 1904 | loss: 0.0312199 | val_loss: 0.03122 | Time: 2194 ms [2022-04-08 05:44:21 main:574] : INFO : Epoch 1905 | loss: 0.0312195 | val_loss: 0.0312195 | Time: 2349.75 ms [2022-04-08 05:44:23 main:574] : INFO : Epoch 1906 | loss: 0.0312194 | val_loss: 0.0312204 | Time: 2325.63 ms [2022-04-08 05:44:26 main:574] : INFO : Epoch 1907 | loss: 0.0312202 | val_loss: 0.0312203 | Time: 2248.69 ms [2022-04-08 05:44:28 main:574] : INFO : Epoch 1908 | loss: 0.0312195 | val_loss: 0.0312203 | Time: 2220.54 ms [2022-04-08 05:44:30 main:574] : INFO : Epoch 1909 | loss: 0.0312192 | val_loss: 0.0312196 | Time: 2367.38 ms [2022-04-08 05:44:32 main:574] : INFO : Epoch 1910 | loss: 0.0312196 | val_loss: 0.0312201 | Time: 2114.98 ms [2022-04-08 05:44:34 main:574] : INFO : Epoch 1911 | loss: 0.0312198 | val_loss: 0.0312201 | Time: 2184.32 ms [2022-04-08 05:44:37 main:574] : INFO : Epoch 1912 | loss: 0.0312201 | val_loss: 0.0312198 | Time: 2211.05 ms [2022-04-08 05:44:39 main:574] : INFO : Epoch 1913 | loss: 0.0312196 | val_loss: 0.0312193 | Time: 2408.33 ms [2022-04-08 05:44:41 main:574] : INFO : Epoch 1914 | loss: 0.0312195 | val_loss: 0.0312198 | Time: 2157.56 ms [2022-04-08 05:44:44 main:574] : INFO : Epoch 1915 | loss: 0.0312195 | val_loss: 0.0312193 | Time: 2261.35 ms [2022-04-08 05:44:46 main:574] : INFO : Epoch 1916 | loss: 0.0312196 | val_loss: 0.0312203 | Time: 2270.95 ms [2022-04-08 05:44:48 main:574] : INFO : Epoch 1917 | loss: 0.0312197 | val_loss: 0.0312196 | Time: 2236.79 ms [2022-04-08 05:44:50 main:574] : INFO : Epoch 1918 | loss: 0.0312203 | val_loss: 0.031224 | Time: 2239.55 ms [2022-04-08 05:44:53 main:574] : INFO : Epoch 1919 | loss: 0.031221 | val_loss: 0.0312232 | Time: 2220.19 ms [2022-04-08 05:44:55 main:574] : INFO : Epoch 1920 | loss: 0.0312201 | val_loss: 0.0312198 | Time: 2216.41 ms [2022-04-08 05:44:57 main:574] : INFO : Epoch 1921 | loss: 0.031221 | val_loss: 0.0312199 | Time: 2143.54 ms [2022-04-08 05:44:59 main:574] : INFO : Epoch 1922 | loss: 0.0312199 | val_loss: 0.0312211 | Time: 2224.04 ms [2022-04-08 05:45:01 main:574] : INFO : Epoch 1923 | loss: 0.0312199 | val_loss: 0.0312195 | Time: 2297.73 ms [2022-04-08 05:45:04 main:574] : INFO : Epoch 1924 | loss: 0.0312194 | val_loss: 0.0312198 | Time: 2199.68 ms [2022-04-08 05:45:06 main:574] : INFO : Epoch 1925 | loss: 0.0312193 | val_loss: 0.0312197 | Time: 2350.31 ms [2022-04-08 05:45:08 main:574] : INFO : Epoch 1926 | loss: 0.0312195 | val_loss: 0.0312237 | Time: 2321.78 ms [2022-04-08 05:45:11 main:574] : INFO : Epoch 1927 | loss: 0.031221 | val_loss: 0.0312198 | Time: 2242.4 ms [2022-04-08 05:45:13 main:574] : INFO : Epoch 1928 | loss: 0.0312198 | val_loss: 0.031221 | Time: 2273.96 ms [2022-04-08 05:45:15 main:574] : INFO : Epoch 1929 | loss: 0.0312199 | val_loss: 0.03122 | Time: 2184.86 ms [2022-04-08 05:45:17 main:574] : INFO : Epoch 1930 | loss: 0.0312195 | val_loss: 0.0312197 | Time: 2248 ms [2022-04-08 05:45:20 main:574] : INFO : Epoch 1931 | loss: 0.0312198 | val_loss: 0.0312198 | Time: 2267.42 ms [2022-04-08 05:45:22 main:574] : INFO : Epoch 1932 | loss: 0.0312192 | val_loss: 0.0312199 | Time: 2209 ms [2022-04-08 05:45:24 main:574] : INFO : Epoch 1933 | loss: 0.031219 | val_loss: 0.0312199 | Time: 2167.88 ms [2022-04-08 05:45:26 main:574] : INFO : Epoch 1934 | loss: 0.03122 | val_loss: 0.0312216 | Time: 2241.01 ms [2022-04-08 05:45:28 main:574] : INFO : Epoch 1935 | loss: 0.0312194 | val_loss: 0.0312204 | Time: 2302.62 ms [2022-04-08 05:45:31 main:574] : INFO : Epoch 1936 | loss: 0.0312204 | val_loss: 0.0312202 | Time: 2167.31 ms [2022-04-08 05:45:33 main:574] : INFO : Epoch 1937 | loss: 0.0312201 | val_loss: 0.0312205 | Time: 2319.47 ms [2022-04-08 05:45:35 main:574] : INFO : Epoch 1938 | loss: 0.0312204 | val_loss: 0.0312195 | Time: 2298.53 ms [2022-04-08 05:45:37 main:574] : INFO : Epoch 1939 | loss: 0.0312198 | val_loss: 0.0312194 | Time: 2212.43 ms [2022-04-08 05:45:40 main:574] : INFO : Epoch 1940 | loss: 0.0312193 | val_loss: 0.0312197 | Time: 2219.85 ms [2022-04-08 05:45:42 main:574] : INFO : Epoch 1941 | loss: 0.0312195 | val_loss: 0.0312198 | Time: 2185.93 ms [2022-04-08 05:45:44 main:574] : INFO : Epoch 1942 | loss: 0.0312193 | val_loss: 0.0312211 | Time: 2192.66 ms [2022-04-08 05:45:46 main:574] : INFO : Epoch 1943 | loss: 0.0312202 | val_loss: 0.0312196 | Time: 2165.65 ms [2022-04-08 05:45:49 main:574] : INFO : Epoch 1944 | loss: 0.03122 | val_loss: 0.0312194 | Time: 2233.02 ms [2022-04-08 05:45:51 main:574] : INFO : Epoch 1945 | loss: 0.0312193 | val_loss: 0.0312203 | Time: 2083.45 ms [2022-04-08 05:45:53 main:574] : INFO : Epoch 1946 | loss: 0.0312198 | val_loss: 0.0312205 | Time: 2232.35 ms [2022-04-08 05:45:55 main:574] : INFO : Epoch 1947 | loss: 0.0312206 | val_loss: 0.0312199 | Time: 2242.91 ms [2022-04-08 05:45:57 main:574] : INFO : Epoch 1948 | loss: 0.0312194 | val_loss: 0.0312198 | Time: 2194.16 ms [2022-04-08 05:45:59 main:574] : INFO : Epoch 1949 | loss: 0.0312193 | val_loss: 0.0312205 | Time: 2125.66 ms [2022-04-08 05:46:02 main:574] : INFO : Epoch 1950 | loss: 0.0312192 | val_loss: 0.0312199 | Time: 2221.56 ms [2022-04-08 05:46:04 main:574] : INFO : Epoch 1951 | loss: 0.0312196 | val_loss: 0.0312197 | Time: 2228.74 ms [2022-04-08 05:46:06 main:574] : INFO : Epoch 1952 | loss: 0.0312195 | val_loss: 0.0312214 | Time: 2274.78 ms [2022-04-08 05:46:08 main:574] : INFO : Epoch 1953 | loss: 0.0312204 | val_loss: 0.0312204 | Time: 2115.71 ms [2022-04-08 05:46:11 main:574] : INFO : Epoch 1954 | loss: 0.03122 | val_loss: 0.0312214 | Time: 2232.72 ms [2022-04-08 05:46:13 main:574] : INFO : Epoch 1955 | loss: 0.0312201 | val_loss: 0.0312195 | Time: 2252.72 ms [2022-04-08 05:46:15 main:574] : INFO : Epoch 1956 | loss: 0.0312194 | val_loss: 0.0312197 | Time: 2192.05 ms [2022-04-08 05:46:17 main:574] : INFO : Epoch 1957 | loss: 0.0312203 | val_loss: 0.0312228 | Time: 2230.3 ms [2022-04-08 05:46:19 main:574] : INFO : Epoch 1958 | loss: 0.0312216 | val_loss: 0.0312222 | Time: 2190.98 ms [2022-04-08 05:46:22 main:574] : INFO : Epoch 1959 | loss: 0.0312209 | val_loss: 0.0312202 | Time: 2207.61 ms [2022-04-08 05:46:24 main:574] : INFO : Epoch 1960 | loss: 0.0312206 | val_loss: 0.0312233 | Time: 2277.35 ms [2022-04-08 05:46:26 main:574] : INFO : Epoch 1961 | loss: 0.0312271 | val_loss: 0.0312374 | Time: 2235.45 ms [2022-04-08 05:46:29 main:574] : INFO : Epoch 1962 | loss: 0.0313261 | val_loss: 0.0313742 | Time: 2375.62 ms [2022-04-08 05:46:31 main:574] : INFO : Epoch 1963 | loss: 0.0324697 | val_loss: 0.0358 | Time: 2260.64 ms [2022-04-08 05:46:33 main:574] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 2271.74 ms [2022-04-08 05:46:35 main:574] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 2365.45 ms [2022-04-08 05:46:38 main:574] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 2266.88 ms [2022-04-08 05:46:40 main:574] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 2336.38 ms [2022-04-08 05:46:42 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 2376.94 ms [2022-04-08 05:46:45 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 2198.58 ms [2022-04-08 05:46:47 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 2220 ms [2022-04-08 05:46:49 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 2174.73 ms [2022-04-08 05:46:51 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 2351 ms [2022-04-08 05:46:54 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 2136.67 ms [2022-04-08 05:46:56 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 2198.01 ms [2022-04-08 05:46:58 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 2137.29 ms [2022-04-08 05:47:00 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 2235.99 ms [2022-04-08 05:47:02 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 2201.31 ms [2022-04-08 05:47:05 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 2336 ms [2022-04-08 05:47:07 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 2180.95 ms [2022-04-08 05:47:09 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 2215.48 ms [2022-04-08 05:47:11 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 2085.08 ms [2022-04-08 05:47:14 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 2365.57 ms [2022-04-08 05:47:16 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 2247.65 ms [2022-04-08 05:47:18 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 2230.82 ms [2022-04-08 05:47:20 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 2103.59 ms [2022-04-08 05:47:22 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 2088.25 ms [2022-04-08 05:47:24 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 2121.04 ms [2022-04-08 05:47:27 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 2341.49 ms [2022-04-08 05:47:29 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 2138.96 ms [2022-04-08 05:47:31 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 2144.53 ms [2022-04-08 05:47:33 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 2209.22 ms [2022-04-08 05:47:35 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 2233.76 ms [2022-04-08 05:47:38 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 2182.37 ms [2022-04-08 05:47:40 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 2197.88 ms [2022-04-08 05:47:42 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 2147.28 ms [2022-04-08 05:47:44 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 2229.21 ms [2022-04-08 05:47:46 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 2155.06 ms [2022-04-08 05:47:49 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 2175.24 ms [2022-04-08 05:47:51 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 2161.27 ms [2022-04-08 05:47:53 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 2187.04 ms [2022-04-08 05:47:55 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 2158.79 ms [2022-04-08 05:47:57 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 2240.05 ms [2022-04-08 05:48:00 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 2276.33 ms [2022-04-08 05:48:02 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 2162.56 ms [2022-04-08 05:48:04 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 2306.4 ms [2022-04-08 05:48:06 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 2262.45 ms [2022-04-08 05:48:09 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 2156.02 ms [2022-04-08 05:48:11 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 2219.46 ms [2022-04-08 05:48:13 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 2137.95 ms [2022-04-08 05:48:15 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 2196.69 ms [2022-04-08 05:48:17 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 2193.76 ms [2022-04-08 05:48:19 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 2195.72 ms [2022-04-08 05:48:22 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 2249.89 ms [2022-04-08 05:48:24 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 2204.63 ms [2022-04-08 05:48:26 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 2289.25 ms [2022-04-08 05:48:29 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 2257.42 ms [2022-04-08 05:48:31 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 2301.23 ms [2022-04-08 05:48:33 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 2225.02 ms [2022-04-08 05:48:35 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 2354.43 ms [2022-04-08 05:48:38 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 2415.3 ms [2022-04-08 05:48:40 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 2252.35 ms [2022-04-08 05:48:42 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 2177.91 ms [2022-04-08 05:48:45 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 2330.69 ms [2022-04-08 05:48:47 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 2214.56 ms [2022-04-08 05:48:49 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 2240.23 ms [2022-04-08 05:48:51 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 2018.02 ms [2022-04-08 05:48:54 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 2023.17 ms [2022-04-08 05:48:56 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 2008.67 ms [2022-04-08 05:48:58 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1985.33 ms [2022-04-08 05:49:00 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 2092.73 ms [2022-04-08 05:49:02 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1993.67 ms [2022-04-08 05:49:04 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 2045.33 ms [2022-04-08 05:49:06 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 2093.43 ms [2022-04-08 05:49:09 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 2069.65 ms [2022-04-08 05:49:11 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 2034.97 ms [2022-04-08 05:49:13 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1989.83 ms [2022-04-08 05:49:15 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 2010.71 ms [2022-04-08 05:49:17 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 2218.52 ms [2022-04-08 05:49:19 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 2180.56 ms [2022-04-08 05:49:21 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 2155.13 ms [2022-04-08 05:49:23 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 2223.86 ms [2022-04-08 05:49:26 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 2234.58 ms [2022-04-08 05:49:28 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 2124.94 ms [2022-04-08 05:49:30 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 2066.32 ms [2022-04-08 05:49:32 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1909.87 ms [2022-04-08 05:49:34 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1919.48 ms [2022-04-08 05:49:36 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1928.24 ms [2022-04-08 05:49:38 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1905.99 ms [2022-04-08 05:49:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-04-08 05:49:38 main:603] : INFO : Saving end state to config to file [2022-04-08 05:49:38 main:608] : INFO : Success, exiting.. 05:49:38 (21896): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)