Task 9077778
| Name | ParityModified-1636228208-17429-2-0_0 |
| Workunit | 6524333 |
| Created | 21 Nov 2021, 3:47:10 UTC |
| Sent | 28 Nov 2021, 11:06:30 UTC |
| Report deadline | 6 Dec 2021, 11:06:30 UTC |
| Received | 29 Nov 2021, 3:56:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 1 sec |
| CPU time | 1 hours 15 min 32 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> :574] : INFO : Epoch 1542 | loss: 0.0312237 | val_loss: 0.0312223 | Time: 2190.81 ms [2021-11-29 04:37:49 main:574] : INFO : Epoch 1543 | loss: 0.0312239 | val_loss: 0.0312228 | Time: 2230.58 ms [2021-11-29 04:37:51 main:574] : INFO : Epoch 1544 | loss: 0.0312237 | val_loss: 0.0312239 | Time: 2210.36 ms [2021-11-29 04:37:53 main:574] : INFO : Epoch 1545 | loss: 0.0312239 | val_loss: 0.0312227 | Time: 2231.98 ms [2021-11-29 04:37:56 main:574] : INFO : Epoch 1546 | loss: 0.0312233 | val_loss: 0.0312223 | Time: 2190.43 ms [2021-11-29 04:37:58 main:574] : INFO : Epoch 1547 | loss: 0.0312235 | val_loss: 0.0312228 | Time: 2239.72 ms [2021-11-29 04:38:00 main:574] : INFO : Epoch 1548 | loss: 0.0312232 | val_loss: 0.0312242 | Time: 2245.63 ms [2021-11-29 04:38:02 main:574] : INFO : Epoch 1549 | loss: 0.031224 | val_loss: 0.0312235 | Time: 2231.74 ms [2021-11-29 04:38:04 main:574] : INFO : Epoch 1550 | loss: 0.0312234 | val_loss: 0.0312224 | Time: 2237.01 ms [2021-11-29 04:38:07 main:574] : INFO : Epoch 1551 | loss: 0.0312242 | val_loss: 0.0312249 | Time: 2223.89 ms [2021-11-29 04:38:09 main:574] : INFO : Epoch 1552 | loss: 0.0312239 | val_loss: 0.0312238 | Time: 2248.54 ms [2021-11-29 04:38:11 main:574] : INFO : Epoch 1553 | loss: 0.0312237 | val_loss: 0.0312224 | Time: 2217.16 ms [2021-11-29 04:38:13 main:574] : INFO : Epoch 1554 | loss: 0.0312239 | val_loss: 0.0312229 | Time: 2216.83 ms [2021-11-29 04:38:16 main:574] : INFO : Epoch 1555 | loss: 0.0312233 | val_loss: 0.0312224 | Time: 2224.41 ms [2021-11-29 04:38:18 main:574] : INFO : Epoch 1556 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 2221.2 ms [2021-11-29 04:38:20 main:574] : INFO : Epoch 1557 | loss: 0.0312239 | val_loss: 0.0312234 | Time: 2256.09 ms [2021-11-29 04:38:22 main:574] : INFO : Epoch 1558 | loss: 0.0312246 | val_loss: 0.0312245 | Time: 2226.64 ms [2021-11-29 04:38:25 main:574] : INFO : Epoch 1559 | loss: 0.0312243 | val_loss: 0.0312224 | Time: 2213.95 ms [2021-11-29 04:38:27 main:574] : INFO : Epoch 1560 | loss: 0.0312242 | val_loss: 0.0312245 | Time: 2197.08 ms [2021-11-29 04:38:29 main:574] : INFO : Epoch 1561 | loss: 0.0312235 | val_loss: 0.0312224 | Time: 2254.42 ms [2021-11-29 04:38:31 main:574] : INFO : Epoch 1562 | loss: 0.031224 | val_loss: 0.031224 | Time: 2199.7 ms [2021-11-29 04:38:33 main:574] : INFO : Epoch 1563 | loss: 0.0312242 | val_loss: 0.0312233 | Time: 2228.72 ms [2021-11-29 04:38:36 main:574] : INFO : Epoch 1564 | loss: 0.031224 | val_loss: 0.0312225 | Time: 2214.85 ms [2021-11-29 04:38:38 main:574] : INFO : Epoch 1565 | loss: 0.0312236 | val_loss: 0.0312229 | Time: 2225.7 ms [2021-11-29 04:38:40 main:574] : INFO : Epoch 1566 | loss: 0.0312237 | val_loss: 0.0312224 | Time: 2230.7 ms [2021-11-29 04:38:42 main:574] : INFO : Epoch 1567 | loss: 0.0312243 | val_loss: 0.0312224 | Time: 2214.74 ms [2021-11-29 04:38:45 main:574] : INFO : Epoch 1568 | loss: 0.031224 | val_loss: 0.0312235 | Time: 2203.78 ms [2021-11-29 04:38:47 main:574] : INFO : Epoch 1569 | loss: 0.031224 | val_loss: 0.0312226 | Time: 2223.61 ms [2021-11-29 04:38:49 main:574] : INFO : Epoch 1570 | loss: 0.0312236 | val_loss: 0.031222 | Time: 2210.84 ms [2021-11-29 04:38:51 main:574] : INFO : Epoch 1571 | loss: 0.0312234 | val_loss: 0.0312225 | Time: 2224.34 ms [2021-11-29 04:38:53 main:574] : INFO : Epoch 1572 | loss: 0.0312239 | val_loss: 0.0312228 | Time: 2224.08 ms [2021-11-29 04:38:56 main:574] : INFO : Epoch 1573 | loss: 0.0312235 | val_loss: 0.0312232 | Time: 2232.75 ms [2021-11-29 04:38:58 main:574] : INFO : Epoch 1574 | loss: 0.031224 | val_loss: 0.0312231 | Time: 2226.9 ms [2021-11-29 04:39:00 main:574] : INFO : Epoch 1575 | loss: 0.0312246 | val_loss: 0.0312229 | Time: 2230.08 ms [2021-11-29 04:39:02 main:574] : INFO : Epoch 1576 | loss: 0.0312238 | val_loss: 0.0312225 | Time: 2222.89 ms [2021-11-29 04:39:05 main:574] : INFO : Epoch 1577 | loss: 0.0312236 | val_loss: 0.0312225 | Time: 2211.53 ms [2021-11-29 04:39:07 main:574] : INFO : Epoch 1578 | loss: 0.0312232 | val_loss: 0.0312221 | Time: 2224.75 ms [2021-11-29 04:39:09 main:574] : INFO : Epoch 1579 | loss: 0.0312236 | val_loss: 0.0312225 | Time: 2227.58 ms [2021-11-29 04:39:11 main:574] : INFO : Epoch 1580 | loss: 0.0312232 | val_loss: 0.0312227 | Time: 2236.62 ms [2021-11-29 04:39:14 main:574] : INFO : Epoch 1581 | loss: 0.0312233 | val_loss: 0.0312233 | Time: 2223.4 ms [2021-11-29 04:39:16 main:574] : INFO : Epoch 1582 | loss: 0.0312235 | val_loss: 0.0312227 | Time: 2230.54 ms [2021-11-29 04:39:18 main:574] : INFO : Epoch 1583 | loss: 0.0312237 | val_loss: 0.0312227 | Time: 2225.79 ms [2021-11-29 04:39:20 main:574] : INFO : Epoch 1584 | loss: 0.0312244 | val_loss: 0.031222 | Time: 2221.62 ms [2021-11-29 04:39:22 main:574] : INFO : Epoch 1585 | loss: 0.0312248 | val_loss: 0.0312224 | Time: 2224.88 ms [2021-11-29 04:39:25 main:574] : INFO : Epoch 1586 | loss: 0.0312234 | val_loss: 0.0312227 | Time: 2214.2 ms [2021-11-29 04:39:27 main:574] : INFO : Epoch 1587 | loss: 0.0312233 | val_loss: 0.0312233 | Time: 2229.42 ms [2021-11-29 04:39:29 main:574] : INFO : Epoch 1588 | loss: 0.0312238 | val_loss: 0.0312233 | Time: 2199.53 ms [2021-11-29 04:39:31 main:574] : INFO : Epoch 1589 | loss: 0.0312246 | val_loss: 0.0312241 | Time: 2202.14 ms [2021-11-29 04:39:34 main:574] : INFO : Epoch 1590 | loss: 0.031224 | val_loss: 0.0312222 | Time: 2233.1 ms [2021-11-29 04:39:36 main:574] : INFO : Epoch 1591 | loss: 0.031224 | val_loss: 0.0312229 | Time: 2240.87 ms [2021-11-29 04:39:38 main:574] : INFO : Epoch 1592 | loss: 0.0312237 | val_loss: 0.0312223 | Time: 2255.38 ms [2021-11-29 04:39:40 main:574] : INFO : Epoch 1593 | loss: 0.0312235 | val_loss: 0.0312224 | Time: 2233.76 ms [2021-11-29 04:39:42 main:574] : INFO : Epoch 1594 | loss: 0.0312236 | val_loss: 0.0312228 | Time: 2225.26 ms [2021-11-29 04:39:45 main:574] : INFO : Epoch 1595 | loss: 0.0312245 | val_loss: 0.0312228 | Time: 2227.11 ms [2021-11-29 04:39:47 main:574] : INFO : Epoch 1596 | loss: 0.0312237 | val_loss: 0.0312239 | Time: 2213.39 ms [2021-11-29 04:39:49 main:574] : INFO : Epoch 1597 | loss: 0.0312239 | val_loss: 0.0312223 | Time: 2227.39 ms [2021-11-29 04:39:51 main:574] : INFO : Epoch 1598 | loss: 0.0312234 | val_loss: 0.0312251 | Time: 2253.25 ms [2021-11-29 04:39:54 main:574] : INFO : Epoch 1599 | loss: 0.0312249 | val_loss: 0.0312228 | Time: 2244.4 ms [2021-11-29 04:39:56 main:574] : INFO : Epoch 1600 | loss: 0.0312236 | val_loss: 0.0312225 | Time: 2239.68 ms [2021-11-29 04:39:58 main:574] : INFO : Epoch 1601 | loss: 0.0312241 | val_loss: 0.0312241 | Time: 2240.28 ms [2021-11-29 04:40:00 main:574] : INFO : Epoch 1602 | loss: 0.0312252 | val_loss: 0.0312224 | Time: 2204.54 ms [2021-11-29 04:40:03 main:574] : INFO : Epoch 1603 | loss: 0.0312251 | val_loss: 0.0312224 | Time: 2223.43 ms [2021-11-29 04:40:05 main:574] : INFO : Epoch 1604 | loss: 0.0312237 | val_loss: 0.0312226 | Time: 2224.88 ms [2021-11-29 04:40:07 main:574] : INFO : Epoch 1605 | loss: 0.0312239 | val_loss: 0.0312242 | Time: 2215.68 ms [2021-11-29 04:40:09 main:574] : INFO : Epoch 1606 | loss: 0.0312238 | val_loss: 0.0312221 | Time: 2252.92 ms [2021-11-29 04:40:12 main:574] : INFO : Epoch 1607 | loss: 0.0312234 | val_loss: 0.0312232 | Time: 2228.72 ms [2021-11-29 04:40:14 main:574] : INFO : Epoch 1608 | loss: 0.031225 | val_loss: 0.0312233 | Time: 2255.8 ms [2021-11-29 04:40:16 main:574] : INFO : Epoch 1609 | loss: 0.031224 | val_loss: 0.0312225 | Time: 2217.28 ms [2021-11-29 04:40:18 main:574] : INFO : Epoch 1610 | loss: 0.0312241 | val_loss: 0.0312238 | Time: 2255.11 ms [2021-11-29 04:40:20 main:574] : INFO : Epoch 1611 | loss: 0.0312252 | val_loss: 0.0312221 | Time: 2214.39 ms [2021-11-29 04:40:23 main:574] : INFO : Epoch 1612 | loss: 0.0312247 | val_loss: 0.0312247 | Time: 2195.35 ms [2021-11-29 04:40:25 main:574] : INFO : Epoch 1613 | loss: 0.0312239 | val_loss: 0.0312241 | Time: 2236.94 ms [2021-11-29 04:40:27 main:574] : INFO : Epoch 1614 | loss: 0.0312233 | val_loss: 0.0312222 | Time: 2208.79 ms [2021-11-29 04:40:29 main:574] : INFO : Epoch 1615 | loss: 0.0312239 | val_loss: 0.0312237 | Time: 2224.66 ms [2021-11-29 04:40:32 main:574] : INFO : Epoch 1616 | loss: 0.0312259 | val_loss: 0.031223 | Time: 2208.31 ms [2021-11-29 04:40:34 main:574] : INFO : Epoch 1617 | loss: 0.031224 | val_loss: 0.0312244 | Time: 2243.01 ms [2021-11-29 04:40:36 main:574] : INFO : Epoch 1618 | loss: 0.0312249 | val_loss: 0.0312232 | Time: 2238.37 ms [2021-11-29 04:40:38 main:574] : INFO : Epoch 1619 | loss: 0.0312246 | val_loss: 0.0312223 | Time: 2234.69 ms [2021-11-29 04:40:41 main:574] : INFO : Epoch 1620 | loss: 0.0312241 | val_loss: 0.0312221 | Time: 2214.21 ms [2021-11-29 04:40:43 main:574] : INFO : Epoch 1621 | loss: 0.0312237 | val_loss: 0.0312254 | Time: 2208.44 ms [2021-11-29 04:40:45 main:574] : INFO : Epoch 1622 | loss: 0.0312249 | val_loss: 0.0312224 | Time: 2203.74 ms [2021-11-29 04:40:47 main:574] : INFO : Epoch 1623 | loss: 0.031224 | val_loss: 0.0312222 | Time: 2229.28 ms [2021-11-29 04:40:49 main:574] : INFO : Epoch 1624 | loss: 0.0312236 | val_loss: 0.0312243 | Time: 2228.44 ms [2021-11-29 04:40:52 main:574] : INFO : Epoch 1625 | loss: 0.0312237 | val_loss: 0.0312223 | Time: 2230.48 ms [2021-11-29 04:40:54 main:574] : INFO : Epoch 1626 | loss: 0.0312246 | val_loss: 0.0312226 | Time: 2224.21 ms [2021-11-29 04:40:56 main:574] : INFO : Epoch 1627 | loss: 0.0312237 | val_loss: 0.0312221 | Time: 2245.03 ms [2021-11-29 04:40:58 main:574] : INFO : Epoch 1628 | loss: 0.0312237 | val_loss: 0.0312222 | Time: 2215.24 ms [2021-11-29 04:41:01 main:574] : INFO : Epoch 1629 | loss: 0.0312234 | val_loss: 0.0312225 | Time: 2189.1 ms [2021-11-29 04:41:03 main:574] : INFO : Epoch 1630 | loss: 0.0312235 | val_loss: 0.0312228 | Time: 2212.1 ms [2021-11-29 04:41:05 main:574] : INFO : Epoch 1631 | loss: 0.0312244 | val_loss: 0.0312233 | Time: 2228.19 ms [2021-11-29 04:41:07 main:574] : INFO : Epoch 1632 | loss: 0.031224 | val_loss: 0.0312227 | Time: 2206.39 ms [2021-11-29 04:41:09 main:574] : INFO : Epoch 1633 | loss: 0.0312234 | val_loss: 0.0312244 | Time: 2238.8 ms [2021-11-29 04:41:12 main:574] : INFO : Epoch 1634 | loss: 0.0312235 | val_loss: 0.0312223 | Time: 2206.38 ms [2021-11-29 04:41:14 main:574] : INFO : Epoch 1635 | loss: 0.0312234 | val_loss: 0.0312219 | Time: 2238.47 ms [2021-11-29 04:41:16 main:574] : INFO : Epoch 1636 | loss: 0.0312234 | val_loss: 0.0312225 | Time: 2227.49 ms [2021-11-29 04:41:18 main:574] : INFO : Epoch 1637 | loss: 0.0312243 | val_loss: 0.0312222 | Time: 2198.76 ms [2021-11-29 04:41:21 main:574] : INFO : Epoch 1638 | loss: 0.0312238 | val_loss: 0.0312223 | Time: 2224.33 ms [2021-11-29 04:41:23 main:574] : INFO : Epoch 1639 | loss: 0.0312245 | val_loss: 0.0312225 | Time: 2233.15 ms [2021-11-29 04:41:25 main:574] : INFO : Epoch 1640 | loss: 0.0312237 | val_loss: 0.0312239 | Time: 2238.44 ms [2021-11-29 04:41:27 main:574] : INFO : Epoch 1641 | loss: 0.0312241 | val_loss: 0.0312222 | Time: 2213.74 ms [2021-11-29 04:41:30 main:574] : INFO : Epoch 1642 | loss: 0.0312235 | val_loss: 0.0312222 | Time: 2262.41 ms [2021-11-29 04:41:32 main:574] : INFO : Epoch 1643 | loss: 0.0312236 | val_loss: 0.0312247 | Time: 2266.02 ms [2021-11-29 04:41:34 main:574] : INFO : Epoch 1644 | loss: 0.0312255 | val_loss: 0.0312232 | Time: 2215.69 ms [2021-11-29 04:41:36 main:574] : INFO : Epoch 1645 | loss: 0.0312236 | val_loss: 0.031223 | Time: 2213.26 ms [2021-11-29 04:41:38 main:574] : INFO : Epoch 1646 | loss: 0.0312243 | val_loss: 0.0312229 | Time: 2235.46 ms [2021-11-29 04:41:41 main:574] : INFO : Epoch 1647 | loss: 0.031224 | val_loss: 0.031226 | Time: 2205.37 ms [2021-11-29 04:41:43 main:574] : INFO : Epoch 1648 | loss: 0.0312245 | val_loss: 0.0312222 | Time: 2218.48 ms [2021-11-29 04:41:45 main:574] : INFO : Epoch 1649 | loss: 0.0312238 | val_loss: 0.0312224 | Time: 2232.92 ms [2021-11-29 04:41:47 main:574] : INFO : Epoch 1650 | loss: 0.0312235 | val_loss: 0.0312224 | Time: 2236.49 ms [2021-11-29 04:41:50 main:574] : INFO : Epoch 1651 | loss: 0.0312238 | val_loss: 0.0312225 | Time: 2218.41 ms [2021-11-29 04:41:52 main:574] : INFO : Epoch 1652 | loss: 0.0312235 | val_loss: 0.031222 | Time: 2215.23 ms [2021-11-29 04:41:54 main:574] : INFO : Epoch 1653 | loss: 0.0312233 | val_loss: 0.0312221 | Time: 2224.52 ms [2021-11-29 04:41:56 main:574] : INFO : Epoch 1654 | loss: 0.0312238 | val_loss: 0.0312245 | Time: 2228.05 ms [2021-11-29 04:41:58 main:574] : INFO : Epoch 1655 | loss: 0.0312241 | val_loss: 0.031222 | Time: 2203.89 ms [2021-11-29 04:42:01 main:574] : INFO : Epoch 1656 | loss: 0.0312235 | val_loss: 0.0312223 | Time: 2232.57 ms [2021-11-29 04:42:03 main:574] : INFO : Epoch 1657 | loss: 0.0312231 | val_loss: 0.0312227 | Time: 2216.99 ms [2021-11-29 04:42:05 main:574] : INFO : Epoch 1658 | loss: 0.0312234 | val_loss: 0.0312221 | Time: 2225.62 ms [2021-11-29 04:42:07 main:574] : INFO : Epoch 1659 | loss: 0.0312237 | val_loss: 0.0312245 | Time: 2210.35 ms [2021-11-29 04:42:10 main:574] : INFO : Epoch 1660 | loss: 0.031224 | val_loss: 0.0312223 | Time: 2219.79 ms [2021-11-29 04:42:12 main:574] : INFO : Epoch 1661 | loss: 0.0312239 | val_loss: 0.0312219 | Time: 2229.01 ms [2021-11-29 04:42:14 main:574] : INFO : Epoch 1662 | loss: 0.0312233 | val_loss: 0.0312222 | Time: 2202.13 ms [2021-11-29 04:42:16 main:574] : INFO : Epoch 1663 | loss: 0.0312234 | val_loss: 0.0312221 | Time: 2228.16 ms [2021-11-29 04:42:18 main:574] : INFO : Epoch 1664 | loss: 0.0312235 | val_loss: 0.0312223 | Time: 2225.59 ms [2021-11-29 04:42:21 main:574] : INFO : Epoch 1665 | loss: 0.0312236 | val_loss: 0.0312228 | Time: 2225.08 ms [2021-11-29 04:42:23 main:574] : INFO : Epoch 1666 | loss: 0.0312241 | val_loss: 0.0312227 | Time: 2210.8 ms [2021-11-29 04:42:25 main:574] : INFO : Epoch 1667 | loss: 0.0312241 | val_loss: 0.0312223 | Time: 2243.78 ms [2021-11-29 04:42:27 main:574] : INFO : Epoch 1668 | loss: 0.0312235 | val_loss: 0.0312222 | Time: 2196.05 ms [2021-11-29 04:42:30 main:574] : INFO : Epoch 1669 | loss: 0.0312246 | val_loss: 0.0312221 | Time: 2242.44 ms [2021-11-29 04:42:32 main:574] : INFO : Epoch 1670 | loss: 0.0312242 | val_loss: 0.0312229 | Time: 2214.46 ms [2021-11-29 04:42:34 main:574] : INFO : Epoch 1671 | loss: 0.0312241 | val_loss: 0.0312222 | Time: 2224.14 ms [2021-11-29 04:42:36 main:574] : INFO : Epoch 1672 | loss: 0.031224 | val_loss: 0.0312225 | Time: 2232.6 ms [2021-11-29 04:42:39 main:574] : INFO : Epoch 1673 | loss: 0.0312242 | val_loss: 0.0312224 | Time: 2232.97 ms [2021-11-29 04:42:41 main:574] : INFO : Epoch 1674 | loss: 0.0312238 | val_loss: 0.0312248 | Time: 2252.62 ms [2021-11-29 04:42:43 main:574] : INFO : Epoch 1675 | loss: 0.0312243 | val_loss: 0.0312222 | Time: 2220.22 ms [2021-11-29 04:42:45 main:574] : INFO : Epoch 1676 | loss: 0.0312239 | val_loss: 0.0312223 | Time: 2250.91 ms [2021-11-29 04:42:47 main:574] : INFO : Epoch 1677 | loss: 0.0312237 | val_loss: 0.0312224 | Time: 2209.1 ms [2021-11-29 04:42:50 main:574] : INFO : Epoch 1678 | loss: 0.0312239 | val_loss: 0.0312219 | Time: 2242.93 ms [2021-11-29 04:42:52 main:574] : INFO : Epoch 1679 | loss: 0.0312247 | val_loss: 0.0312222 | Time: 2199.19 ms [2021-11-29 04:42:54 main:574] : INFO : Epoch 1680 | loss: 0.0312232 | val_loss: 0.0312228 | Time: 2241.63 ms [2021-11-29 04:42:56 main:574] : INFO : Epoch 1681 | loss: 0.0312237 | val_loss: 0.0312228 | Time: 2218.9 ms [2021-11-29 04:42:59 main:574] : INFO : Epoch 1682 | loss: 0.0312235 | val_loss: 0.0312237 | Time: 2246.32 ms [2021-11-29 04:43:01 main:574] : INFO : Epoch 1683 | loss: 0.0312249 | val_loss: 0.0312243 | Time: 2235.68 ms [2021-11-29 04:43:03 main:574] : INFO : Epoch 1684 | loss: 0.0312244 | val_loss: 0.0312256 | Time: 2213.27 ms [2021-11-29 04:43:05 main:574] : INFO : Epoch 1685 | loss: 0.031227 | val_loss: 0.0312289 | Time: 2164.98 ms [2021-11-29 04:43:08 main:574] : INFO : Epoch 1686 | loss: 0.0312293 | val_loss: 0.0312358 | Time: 2234.27 ms [2021-11-29 04:43:10 main:574] : INFO : Epoch 1687 | loss: 0.0312272 | val_loss: 0.0312293 | Time: 2212.94 ms [2021-11-29 04:43:12 main:574] : INFO : Epoch 1688 | loss: 0.0312258 | val_loss: 0.0312255 | Time: 2212.27 ms [2021-11-29 04:43:14 main:574] : INFO : Epoch 1689 | loss: 0.0312239 | val_loss: 0.0312242 | Time: 2229.55 ms [2021-11-29 04:43:16 main:574] : INFO : Epoch 1690 | loss: 0.0312238 | val_loss: 0.031224 | Time: 2198.85 ms [2021-11-29 04:43:19 main:574] : INFO : Epoch 1691 | loss: 0.0312236 | val_loss: 0.0312258 | Time: 2202.02 ms [2021-11-29 04:43:21 main:574] : INFO : Epoch 1692 | loss: 0.0312252 | val_loss: 0.0312223 | Time: 2216.52 ms [2021-11-29 04:43:23 main:574] : INFO : Epoch 1693 | loss: 0.0312251 | val_loss: 0.0312222 | Time: 2240.36 ms [2021-11-29 04:43:25 main:574] : INFO : Epoch 1694 | loss: 0.0312232 | val_loss: 0.0312224 | Time: 2215.03 ms [2021-11-29 04:43:28 main:574] : INFO : Epoch 1695 | loss: 0.0312233 | val_loss: 0.0312229 | Time: 2249.1 ms [2021-11-29 04:43:30 main:574] : INFO : Epoch 1696 | loss: 0.031225 | val_loss: 0.0312228 | Time: 2184.82 ms [2021-11-29 04:43:32 main:574] : INFO : Epoch 1697 | loss: 0.0312241 | val_loss: 0.0312232 | Time: 2208.62 ms [2021-11-29 04:43:34 main:574] : INFO : Epoch 1698 | loss: 0.0312241 | val_loss: 0.0312231 | Time: 2214.39 ms [2021-11-29 04:43:36 main:574] : INFO : Epoch 1699 | loss: 0.0312238 | val_loss: 0.0312228 | Time: 2232.96 ms [2021-11-29 04:43:39 main:574] : INFO : Epoch 1700 | loss: 0.0312236 | val_loss: 0.0312246 | Time: 2215.49 ms [2021-11-29 04:43:41 main:574] : INFO : Epoch 1701 | loss: 0.0312237 | val_loss: 0.0312244 | Time: 2244.2 ms [2021-11-29 04:43:43 main:574] : INFO : Epoch 1702 | loss: 0.0312244 | val_loss: 0.0312222 | Time: 2201.16 ms [2021-11-29 04:43:45 main:574] : INFO : Epoch 1703 | loss: 0.0312256 | val_loss: 0.0312234 | Time: 2248.76 ms [2021-11-29 04:43:48 main:574] : INFO : Epoch 1704 | loss: 0.0312242 | val_loss: 0.0312223 | Time: 2218.36 ms [2021-11-29 04:43:50 main:574] : INFO : Epoch 1705 | loss: 0.0312233 | val_loss: 0.0312241 | Time: 2223.82 ms [2021-11-29 04:43:52 main:574] : INFO : Epoch 1706 | loss: 0.0312238 | val_loss: 0.0312223 | Time: 2239.82 ms [2021-11-29 04:43:54 main:574] : INFO : Epoch 1707 | loss: 0.0312245 | val_loss: 0.0312236 | Time: 2206.1 ms [2021-11-29 04:43:56 main:574] : INFO : Epoch 1708 | loss: 0.0312241 | val_loss: 0.0312234 | Time: 2221.9 ms [2021-11-29 04:43:59 main:574] : INFO : Epoch 1709 | loss: 0.0312233 | val_loss: 0.0312225 | Time: 2201.87 ms [2021-11-29 04:44:01 main:574] : INFO : Epoch 1710 | loss: 0.0312231 | val_loss: 0.031222 | Time: 2216.85 ms [2021-11-29 04:44:03 main:574] : INFO : Epoch 1711 | loss: 0.0312237 | val_loss: 0.0312226 | Time: 2218.5 ms [2021-11-29 04:44:05 main:574] : INFO : Epoch 1712 | loss: 0.0312241 | val_loss: 0.0312219 | Time: 2237.86 ms [2021-11-29 04:44:08 main:574] : INFO : Epoch 1713 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 2209.96 ms [2021-11-29 04:44:10 main:574] : INFO : Epoch 1714 | loss: 0.0312233 | val_loss: 0.0312222 | Time: 2209.01 ms [2021-11-29 04:44:12 main:574] : INFO : Epoch 1715 | loss: 0.0312236 | val_loss: 0.0312221 | Time: 2227.71 ms [2021-11-29 04:44:14 main:574] : INFO : Epoch 1716 | loss: 0.031225 | val_loss: 0.0312224 | Time: 2214.13 ms [2021-11-29 04:44:16 main:574] : INFO : Epoch 1717 | loss: 0.0312242 | val_loss: 0.0312235 | Time: 2198.99 ms [2021-11-29 04:44:19 main:574] : INFO : Epoch 1718 | loss: 0.031225 | val_loss: 0.0312259 | Time: 2228.39 ms [2021-11-29 04:44:21 main:574] : INFO : Epoch 1719 | loss: 0.0312246 | val_loss: 0.031226 | Time: 2229.88 ms [2021-11-29 04:44:23 main:574] : INFO : Epoch 1720 | loss: 0.0312235 | val_loss: 0.031222 | Time: 2215.81 ms [2021-11-29 04:44:25 main:574] : INFO : Epoch 1721 | loss: 0.0312231 | val_loss: 0.0312225 | Time: 2219.09 ms [2021-11-29 04:44:28 main:574] : INFO : Epoch 1722 | loss: 0.0312234 | val_loss: 0.0312222 | Time: 2224.49 ms [2021-11-29 04:44:30 main:574] : INFO : Epoch 1723 | loss: 0.0312237 | val_loss: 0.0312226 | Time: 2234.19 ms [2021-11-29 04:44:32 main:574] : INFO : Epoch 1724 | loss: 0.0312231 | val_loss: 0.0312228 | Time: 2272.02 ms [2021-11-29 04:44:34 main:574] : INFO : Epoch 1725 | loss: 0.0312241 | val_loss: 0.0312223 | Time: 2208.29 ms [2021-11-29 04:44:36 main:574] : INFO : Epoch 1726 | loss: 0.031225 | val_loss: 0.0312224 | Time: 2208.64 ms [2021-11-29 04:44:39 main:574] : INFO : Epoch 1727 | loss: 0.0312249 | val_loss: 0.0312235 | Time: 2211.05 ms [2021-11-29 04:44:41 main:574] : INFO : Epoch 1728 | loss: 0.0312239 | val_loss: 0.0312224 | Time: 2219.38 ms [2021-11-29 04:44:43 main:574] : INFO : Epoch 1729 | loss: 0.0312249 | val_loss: 0.031223 | Time: 2191.96 ms [2021-11-29 04:44:45 main:574] : INFO : Epoch 1730 | loss: 0.0312242 | val_loss: 0.0312221 | Time: 2234.53 ms [2021-11-29 04:44:48 main:574] : INFO : Epoch 1731 | loss: 0.0312235 | val_loss: 0.0312228 | Time: 2220.13 ms [2021-11-29 04:44:50 main:574] : INFO : Epoch 1732 | loss: 0.0312243 | val_loss: 0.0312236 | Time: 2227.42 ms [2021-11-29 04:44:52 main:574] : INFO : Epoch 1733 | loss: 0.0312238 | val_loss: 0.0312229 | Time: 2221.26 ms [2021-11-29 04:44:54 main:574] : INFO : Epoch 1734 | loss: 0.0312241 | val_loss: 0.0312225 | Time: 2229.35 ms [2021-11-29 04:44:56 main:574] : INFO : Epoch 1735 | loss: 0.031223 | val_loss: 0.0312222 | Time: 2245.04 ms [2021-11-29 04:44:59 main:574] : INFO : Epoch 1736 | loss: 0.0312232 | val_loss: 0.0312223 | Time: 2222.49 ms [2021-11-29 04:45:01 main:574] : INFO : Epoch 1737 | loss: 0.0312233 | val_loss: 0.0312237 | Time: 2203.97 ms [2021-11-29 04:45:03 main:574] : INFO : Epoch 1738 | loss: 0.0312242 | val_loss: 0.0312228 | Time: 2242.47 ms [2021-11-29 04:45:05 main:574] : INFO : Epoch 1739 | loss: 0.0312237 | val_loss: 0.0312231 | Time: 2207.38 ms [2021-11-29 04:45:08 main:574] : INFO : Epoch 1740 | loss: 0.031224 | val_loss: 0.0312221 | Time: 2214.16 ms [2021-11-29 04:45:10 main:574] : INFO : Epoch 1741 | loss: 0.0312235 | val_loss: 0.0312226 | Time: 2234.38 ms [2021-11-29 04:45:12 main:574] : INFO : Epoch 1742 | loss: 0.0312235 | val_loss: 0.0312223 | Time: 2208.13 ms [2021-11-29 04:45:14 main:574] : INFO : Epoch 1743 | loss: 0.0312235 | val_loss: 0.0312225 | Time: 2221.13 ms [2021-11-29 04:45:16 main:574] : INFO : Epoch 1744 | loss: 0.0312234 | val_loss: 0.0312225 | Time: 2185.17 ms [2021-11-29 04:45:19 main:574] : INFO : Epoch 1745 | loss: 0.031224 | val_loss: 0.0312224 | Time: 2209.29 ms [2021-11-29 04:45:21 main:574] : INFO : Epoch 1746 | loss: 0.0312261 | val_loss: 0.0312239 | Time: 2224.8 ms [2021-11-29 04:45:23 main:574] : INFO : Epoch 1747 | loss: 0.031224 | val_loss: 0.0312236 | Time: 2237.9 ms [2021-11-29 04:45:25 main:574] : INFO : Epoch 1748 | loss: 0.031224 | val_loss: 0.0312219 | Time: 2171.3 ms [2021-11-29 04:45:28 main:574] : INFO : Epoch 1749 | loss: 0.0312232 | val_loss: 0.0312221 | Time: 2228.97 ms [2021-11-29 04:45:30 main:574] : INFO : Epoch 1750 | loss: 0.0312242 | val_loss: 0.0312223 | Time: 2210.82 ms [2021-11-29 04:45:32 main:574] : INFO : Epoch 1751 | loss: 0.0312235 | val_loss: 0.0312232 | Time: 2226.76 ms [2021-11-29 04:45:34 main:574] : INFO : Epoch 1752 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 2214.62 ms [2021-11-29 04:45:36 main:574] : INFO : Epoch 1753 | loss: 0.0312239 | val_loss: 0.0312242 | Time: 2218.57 ms [2021-11-29 04:45:39 main:574] : INFO : Epoch 1754 | loss: 0.0312237 | val_loss: 0.0312231 | Time: 2217.24 ms [2021-11-29 04:45:41 main:574] : INFO : Epoch 1755 | loss: 0.0312234 | val_loss: 0.0312227 | Time: 2239.06 ms [2021-11-29 04:45:43 main:574] : INFO : Epoch 1756 | loss: 0.0312239 | val_loss: 0.0312232 | Time: 2238.73 ms [2021-11-29 04:45:45 main:574] : INFO : Epoch 1757 | loss: 0.0312237 | val_loss: 0.031222 | Time: 2208.79 ms [2021-11-29 04:45:48 main:574] : INFO : Epoch 1758 | loss: 0.0312233 | val_loss: 0.0312228 | Time: 2219.62 ms [2021-11-29 04:45:50 main:574] : INFO : Epoch 1759 | loss: 0.0312233 | val_loss: 0.0312222 | Time: 2218.47 ms [2021-11-29 04:45:52 main:574] : INFO : Epoch 1760 | loss: 0.0312233 | val_loss: 0.0312234 | Time: 2210.86 ms [2021-11-29 04:45:54 main:574] : INFO : Epoch 1761 | loss: 0.0312242 | val_loss: 0.0312249 | Time: 2236.29 ms [2021-11-29 04:45:56 main:574] : INFO : Epoch 1762 | loss: 0.031224 | val_loss: 0.0312222 | Time: 2235.94 ms [2021-11-29 04:45:59 main:574] : INFO : Epoch 1763 | loss: 0.0312236 | val_loss: 0.0312224 | Time: 2214.46 ms [2021-11-29 04:46:01 main:574] : INFO : Epoch 1764 | loss: 0.0312241 | val_loss: 0.031225 | Time: 2223.63 ms [2021-11-29 04:46:03 main:574] : INFO : Epoch 1765 | loss: 0.0312249 | val_loss: 0.0312244 | Time: 2213.06 ms [2021-11-29 04:46:05 main:574] : INFO : Epoch 1766 | loss: 0.031224 | val_loss: 0.0312225 | Time: 2211.35 ms [2021-11-29 04:46:08 main:574] : INFO : Epoch 1767 | loss: 0.0312234 | val_loss: 0.0312224 | Time: 2248.51 ms [2021-11-29 04:46:10 main:574] : INFO : Epoch 1768 | loss: 0.0312233 | val_loss: 0.0312238 | Time: 2202.99 ms [2021-11-29 04:46:12 main:574] : INFO : Epoch 1769 | loss: 0.0312249 | val_loss: 0.0312224 | Time: 2216.85 ms [2021-11-29 04:46:14 main:574] : INFO : Epoch 1770 | loss: 0.031227 | val_loss: 0.0312331 | Time: 2238.25 ms [2021-11-29 04:46:17 main:574] : INFO : Epoch 1771 | loss: 0.0312301 | val_loss: 0.0312234 | Time: 2266.36 ms [2021-11-29 04:46:19 main:574] : INFO : Epoch 1772 | loss: 0.0312245 | val_loss: 0.0312224 | Time: 2219.13 ms [2021-11-29 04:46:21 main:574] : INFO : Epoch 1773 | loss: 0.0312239 | val_loss: 0.0312221 | Time: 2217.62 ms [2021-11-29 04:46:23 main:574] : INFO : Epoch 1774 | loss: 0.0312236 | val_loss: 0.0312221 | Time: 2229.81 ms [2021-11-29 04:46:25 main:574] : INFO : Epoch 1775 | loss: 0.0312233 | val_loss: 0.0312247 | Time: 2215.82 ms [2021-11-29 04:46:28 main:574] : INFO : Epoch 1776 | loss: 0.0312237 | val_loss: 0.0312223 | Time: 2227.64 ms [2021-11-29 04:46:30 main:574] : INFO : Epoch 1777 | loss: 0.0312231 | val_loss: 0.031222 | Time: 2228.81 ms [2021-11-29 04:46:32 main:574] : INFO : Epoch 1778 | loss: 0.031224 | val_loss: 0.0312222 | Time: 2211.01 ms [2021-11-29 04:46:34 main:574] : INFO : Epoch 1779 | loss: 0.031226 | val_loss: 0.0312245 | Time: 2209.44 ms [2021-11-29 04:46:37 main:574] : INFO : Epoch 1780 | loss: 0.0312254 | val_loss: 0.0312242 | Time: 2248.83 ms [2021-11-29 04:46:39 main:574] : INFO : Epoch 1781 | loss: 0.0312242 | val_loss: 0.0312231 | Time: 2207.59 ms [2021-11-29 04:46:41 main:574] : INFO : Epoch 1782 | loss: 0.0312259 | val_loss: 0.0312228 | Time: 2230.56 ms [2021-11-29 04:46:43 main:574] : INFO : Epoch 1783 | loss: 0.0312245 | val_loss: 0.0312232 | Time: 2228.22 ms [2021-11-29 04:46:45 main:574] : INFO : Epoch 1784 | loss: 0.0312246 | val_loss: 0.031222 | Time: 2228.57 ms [2021-11-29 04:46:48 main:574] : INFO : Epoch 1785 | loss: 0.0312237 | val_loss: 0.0312222 | Time: 2207.77 ms [2021-11-29 04:46:50 main:574] : INFO : Epoch 1786 | loss: 0.0312234 | val_loss: 0.0312221 | Time: 2216.07 ms [2021-11-29 04:46:52 main:574] : INFO : Epoch 1787 | loss: 0.0312236 | val_loss: 0.0312219 | Time: 2225.65 ms [2021-11-29 04:46:54 main:574] : INFO : Epoch 1788 | loss: 0.031224 | val_loss: 0.031222 | Time: 2233.3 ms [2021-11-29 04:46:57 main:574] : INFO : Epoch 1789 | loss: 0.0312247 | val_loss: 0.0312223 | Time: 2202.87 ms [2021-11-29 04:46:59 main:574] : INFO : Epoch 1790 | loss: 0.0312241 | val_loss: 0.0312252 | Time: 2218.93 ms [2021-11-29 04:47:01 main:574] : INFO : Epoch 1791 | loss: 0.0312251 | val_loss: 0.0312238 | Time: 2214.63 ms [2021-11-29 04:47:03 main:574] : INFO : Epoch 1792 | loss: 0.031231 | val_loss: 0.0312336 | Time: 2219.04 ms [2021-11-29 04:47:05 main:574] : INFO : Epoch 1793 | loss: 0.0312499 | val_loss: 0.0312277 | Time: 2216.49 ms [2021-11-29 04:47:08 main:574] : INFO : Epoch 1794 | loss: 0.0312336 | val_loss: 0.0312269 | Time: 2188.06 ms [2021-11-29 04:47:10 main:574] : INFO : Epoch 1795 | loss: 0.0312274 | val_loss: 0.0312237 | Time: 2217.55 ms [2021-11-29 04:47:12 main:574] : INFO : Epoch 1796 | loss: 0.0312247 | val_loss: 0.0312224 | Time: 2185.03 ms [2021-11-29 04:47:14 main:574] : INFO : Epoch 1797 | loss: 0.031224 | val_loss: 0.0312234 | Time: 2234.57 ms [2021-11-29 04:47:17 main:574] : INFO : Epoch 1798 | loss: 0.0312247 | val_loss: 0.0312234 | Time: 2214.99 ms [2021-11-29 04:47:19 main:574] : INFO : Epoch 1799 | loss: 0.0312243 | val_loss: 0.0312227 | Time: 2233.2 ms [2021-11-29 04:47:21 main:574] : INFO : Epoch 1800 | loss: 0.0312236 | val_loss: 0.0312226 | Time: 2177.01 ms [2021-11-29 04:47:23 main:574] : INFO : Epoch 1801 | loss: 0.0312238 | val_loss: 0.0312222 | Time: 2240.42 ms [2021-11-29 04:47:25 main:574] : INFO : Epoch 1802 | loss: 0.0312239 | val_loss: 0.0312247 | Time: 2211.16 ms [2021-11-29 04:47:28 main:574] : INFO : Epoch 1803 | loss: 0.0312247 | val_loss: 0.0312233 | Time: 2222.41 ms [2021-11-29 04:47:30 main:574] : INFO : Epoch 1804 | loss: 0.0312241 | val_loss: 0.0312235 | Time: 2201.91 ms [2021-11-29 04:47:32 main:574] : INFO : Epoch 1805 | loss: 0.0312235 | val_loss: 0.0312224 | Time: 2218.12 ms [2021-11-29 04:47:34 main:574] : INFO : Epoch 1806 | loss: 0.0312233 | val_loss: 0.0312247 | Time: 2249.33 ms [2021-11-29 04:47:37 main:574] : INFO : Epoch 1807 | loss: 0.031224 | val_loss: 0.0312231 | Time: 2210.12 ms [2021-11-29 04:47:39 main:574] : INFO : Epoch 1808 | loss: 0.0312251 | val_loss: 0.0312227 | Time: 2225.16 ms [2021-11-29 04:47:41 main:574] : INFO : Epoch 1809 | loss: 0.0312254 | val_loss: 0.0312262 | Time: 2235.92 ms [2021-11-29 04:47:43 main:574] : INFO : Epoch 1810 | loss: 0.0312255 | val_loss: 0.0312246 | Time: 2227.37 ms [2021-11-29 04:47:45 main:574] : INFO : Epoch 1811 | loss: 0.0312248 | val_loss: 0.0312222 | Time: 2201.01 ms [2021-11-29 04:47:48 main:574] : INFO : Epoch 1812 | loss: 0.0312243 | val_loss: 0.031222 | Time: 2226.07 ms [2021-11-29 04:47:50 main:574] : INFO : Epoch 1813 | loss: 0.0312242 | val_loss: 0.0312223 | Time: 2228.94 ms [2021-11-29 04:47:52 main:574] : INFO : Epoch 1814 | loss: 0.0312237 | val_loss: 0.0312222 | Time: 2219.32 ms [2021-11-29 04:47:54 main:574] : INFO : Epoch 1815 | loss: 0.0312236 | val_loss: 0.0312237 | Time: 2211.36 ms [2021-11-29 04:47:57 main:574] : INFO : Epoch 1816 | loss: 0.0312231 | val_loss: 0.0312226 | Time: 2251.72 ms [2021-11-29 04:47:59 main:574] : INFO : Epoch 1817 | loss: 0.0312237 | val_loss: 0.0312252 | Time: 2252.81 ms [2021-11-29 04:48:01 main:574] : INFO : Epoch 1818 | loss: 0.0312247 | val_loss: 0.0312241 | Time: 2218.12 ms [2021-11-29 04:48:03 main:574] : INFO : Epoch 1819 | loss: 0.0312263 | val_loss: 0.0312231 | Time: 2219.78 ms [2021-11-29 04:48:06 main:574] : INFO : Epoch 1820 | loss: 0.031224 | val_loss: 0.0312224 | Time: 2233.5 ms [2021-11-29 04:48:08 main:574] : INFO : Epoch 1821 | loss: 0.0312245 | val_loss: 0.0312219 | Time: 2219.64 ms [2021-11-29 04:48:10 main:574] : INFO : Epoch 1822 | loss: 0.0312233 | val_loss: 0.0312229 | Time: 2221.53 ms [2021-11-29 04:48:12 main:574] : INFO : Epoch 1823 | loss: 0.031224 | val_loss: 0.0312228 | Time: 2205.95 ms [2021-11-29 04:48:14 main:574] : INFO : Epoch 1824 | loss: 0.0312237 | val_loss: 0.0312231 | Time: 2213.28 ms [2021-11-29 04:48:17 main:574] : INFO : Epoch 1825 | loss: 0.0312236 | val_loss: 0.0312225 | Time: 2194.41 ms [2021-11-29 04:48:19 main:574] : INFO : Epoch 1826 | loss: 0.0312236 | val_loss: 0.0312229 | Time: 2246.89 ms [2021-11-29 04:48:21 main:574] : INFO : Epoch 1827 | loss: 0.0312242 | val_loss: 0.0312228 | Time: 2227.04 ms [2021-11-29 04:48:23 main:574] : INFO : Epoch 1828 | loss: 0.0312234 | val_loss: 0.0312231 | Time: 2226.24 ms [2021-11-29 04:48:26 main:574] : INFO : Epoch 1829 | loss: 0.0312254 | val_loss: 0.0312236 | Time: 2225.53 ms [2021-11-29 04:48:28 main:574] : INFO : Epoch 1830 | loss: 0.0312243 | val_loss: 0.0312245 | Time: 2228.17 ms [2021-11-29 04:48:30 main:574] : INFO : Epoch 1831 | loss: 0.0312239 | val_loss: 0.0312222 | Time: 2207.41 ms [2021-11-29 04:48:32 main:574] : INFO : Epoch 1832 | loss: 0.0312235 | val_loss: 0.031223 | Time: 2218.9 ms [2021-11-29 04:48:34 main:574] : INFO : Epoch 1833 | loss: 0.0312235 | val_loss: 0.031222 | Time: 2200.56 ms [2021-11-29 04:48:37 main:574] : INFO : Epoch 1834 | loss: 0.0312237 | val_loss: 0.031223 | Time: 2219.22 ms [2021-11-29 04:48:39 main:574] : INFO : Epoch 1835 | loss: 0.0312232 | val_loss: 0.0312224 | Time: 2216.68 ms [2021-11-29 04:48:41 main:574] : INFO : Epoch 1836 | loss: 0.0312237 | val_loss: 0.0312234 | Time: 2197.86 ms [2021-11-29 04:48:43 main:574] : INFO : Epoch 1837 | loss: 0.0312243 | val_loss: 0.0312254 | Time: 2201.14 ms [2021-11-29 04:48:45 main:574] : INFO : Epoch 1838 | loss: 0.0312258 | val_loss: 0.0312239 | Time: 2234.32 ms [2021-11-29 04:48:48 main:574] : INFO : Epoch 1839 | loss: 0.031224 | val_loss: 0.0312226 | Time: 2188.24 ms [2021-11-29 04:48:50 main:574] : INFO : Epoch 1840 | loss: 0.0312252 | val_loss: 0.0312223 | Time: 2225.47 ms [2021-11-29 04:48:52 main:574] : INFO : Epoch 1841 | loss: 0.0312242 | val_loss: 0.031222 | Time: 2196.15 ms [2021-11-29 04:48:54 main:574] : INFO : Epoch 1842 | loss: 0.0312232 | val_loss: 0.0312227 | Time: 2237.69 ms [2021-11-29 04:48:57 main:574] : INFO : Epoch 1843 | loss: 0.0312236 | val_loss: 0.0312221 | Time: 2201.03 ms [2021-11-29 04:48:59 main:574] : INFO : Epoch 1844 | loss: 0.0312239 | val_loss: 0.0312235 | Time: 2217.46 ms [2021-11-29 04:49:01 main:574] : INFO : Epoch 1845 | loss: 0.0312233 | val_loss: 0.0312224 | Time: 2225.3 ms [2021-11-29 04:49:03 main:574] : INFO : Epoch 1846 | loss: 0.031225 | val_loss: 0.0312242 | Time: 2225.52 ms [2021-11-29 04:49:05 main:574] : INFO : Epoch 1847 | loss: 0.0312248 | val_loss: 0.031223 | Time: 2220.13 ms [2021-11-29 04:49:08 main:574] : INFO : Epoch 1848 | loss: 0.031224 | val_loss: 0.0312222 | Time: 2223.42 ms [2021-11-29 04:49:10 main:574] : INFO : Epoch 1849 | loss: 0.0312237 | val_loss: 0.0312223 | Time: 2201.97 ms [2021-11-29 04:49:12 main:574] : INFO : Epoch 1850 | loss: 0.0312234 | val_loss: 0.031222 | Time: 2217.23 ms [2021-11-29 04:49:14 main:574] : INFO : Epoch 1851 | loss: 0.0312232 | val_loss: 0.0312227 | Time: 2223.23 ms [2021-11-29 04:49:17 main:574] : INFO : Epoch 1852 | loss: 0.0312247 | val_loss: 0.0312231 | Time: 2213.51 ms [2021-11-29 04:49:19 main:574] : INFO : Epoch 1853 | loss: 0.0312234 | val_loss: 0.0312222 | Time: 2213.07 ms [2021-11-29 04:49:21 main:574] : INFO : Epoch 1854 | loss: 0.0312232 | val_loss: 0.0312219 | Time: 2243.65 ms [2021-11-29 04:49:23 main:574] : INFO : Epoch 1855 | loss: 0.0312242 | val_loss: 0.0312223 | Time: 2232.12 ms [2021-11-29 04:49:25 main:574] : INFO : Epoch 1856 | loss: 0.0312246 | val_loss: 0.0312219 | Time: 2186.35 ms [2021-11-29 04:49:28 main:574] : INFO : Epoch 1857 | loss: 0.0312237 | val_loss: 0.0312222 | Time: 2224.58 ms [2021-11-29 04:49:30 main:574] : INFO : Epoch 1858 | loss: 0.0312235 | val_loss: 0.0312219 | Time: 2232.25 ms [2021-11-29 04:49:32 main:574] : INFO : Epoch 1859 | loss: 0.0312237 | val_loss: 0.0312261 | Time: 2208.32 ms [2021-11-29 04:49:34 main:574] : INFO : Epoch 1860 | loss: 0.0312235 | val_loss: 0.0312231 | Time: 2218.37 ms [2021-11-29 04:49:37 main:574] : INFO : Epoch 1861 | loss: 0.0312235 | val_loss: 0.0312225 | Time: 2230.49 ms [2021-11-29 04:49:39 main:574] : INFO : Epoch 1862 | loss: 0.0312235 | val_loss: 0.0312223 | Time: 2243.79 ms [2021-11-29 04:49:41 main:574] : INFO : Epoch 1863 | loss: 0.0312234 | val_loss: 0.0312232 | Time: 2204.26 ms [2021-11-29 04:49:43 main:574] : INFO : Epoch 1864 | loss: 0.0312237 | val_loss: 0.0312221 | Time: 2208.66 ms [2021-11-29 04:49:45 main:574] : INFO : Epoch 1865 | loss: 0.0312234 | val_loss: 0.031222 | Time: 2190.05 ms [2021-11-29 04:49:48 main:574] : INFO : Epoch 1866 | loss: 0.0312244 | val_loss: 0.031224 | Time: 2230.8 ms [2021-11-29 04:49:50 main:574] : INFO : Epoch 1867 | loss: 0.0312244 | val_loss: 0.0312264 | Time: 2225.43 ms [2021-11-29 04:49:52 main:574] : INFO : Epoch 1868 | loss: 0.0312237 | val_loss: 0.031222 | Time: 2233.03 ms [2021-11-29 04:49:54 main:574] : INFO : Epoch 1869 | loss: 0.0312243 | val_loss: 0.0312229 | Time: 2212.35 ms [2021-11-29 04:49:57 main:574] : INFO : Epoch 1870 | loss: 0.0312265 | val_loss: 0.0312227 | Time: 2245.27 ms [2021-11-29 04:49:59 main:574] : INFO : Epoch 1871 | loss: 0.0312241 | val_loss: 0.0312231 | Time: 2207.15 ms [2021-11-29 04:50:01 main:574] : INFO : Epoch 1872 | loss: 0.0312238 | val_loss: 0.0312223 | Time: 2221.35 ms [2021-11-29 04:50:03 main:574] : INFO : Epoch 1873 | loss: 0.031224 | val_loss: 0.0312221 | Time: 2230.28 ms [2021-11-29 04:50:05 main:574] : INFO : Epoch 1874 | loss: 0.0312235 | val_loss: 0.0312224 | Time: 2223.23 ms [2021-11-29 04:50:08 main:574] : INFO : Epoch 1875 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 2185.09 ms [2021-11-29 04:50:10 main:574] : INFO : Epoch 1876 | loss: 0.0312233 | val_loss: 0.0312223 | Time: 2213.38 ms [2021-11-29 04:50:12 main:574] : INFO : Epoch 1877 | loss: 0.0312232 | val_loss: 0.0312229 | Time: 2192.81 ms [2021-11-29 04:50:14 main:574] : INFO : Epoch 1878 | loss: 0.0312241 | val_loss: 0.0312242 | Time: 2259.14 ms [2021-11-29 04:50:17 main:574] : INFO : Epoch 1879 | loss: 0.0312251 | val_loss: 0.0312233 | Time: 2231.09 ms [2021-11-29 04:50:19 main:574] : INFO : Epoch 1880 | loss: 0.0312245 | val_loss: 0.0312223 | Time: 2211.82 ms [2021-11-29 04:50:21 main:574] : INFO : Epoch 1881 | loss: 0.0312235 | val_loss: 0.0312226 | Time: 2219.36 ms [2021-11-29 04:50:23 main:574] : INFO : Epoch 1882 | loss: 0.0312234 | val_loss: 0.0312224 | Time: 2206.46 ms [2021-11-29 04:50:25 main:574] : INFO : Epoch 1883 | loss: 0.0312237 | val_loss: 0.0312225 | Time: 2192.49 ms [2021-11-29 04:50:28 main:574] : INFO : Epoch 1884 | loss: 0.0312237 | val_loss: 0.031223 | Time: 2193.49 ms [2021-11-29 04:50:30 main:574] : INFO : Epoch 1885 | loss: 0.0312236 | val_loss: 0.0312239 | Time: 2217.04 ms [2021-11-29 04:50:32 main:574] : INFO : Epoch 1886 | loss: 0.0312245 | val_loss: 0.0312227 | Time: 2206.2 ms [2021-11-29 04:50:34 main:574] : INFO : Epoch 1887 | loss: 0.0312234 | val_loss: 0.0312225 | Time: 2201.81 ms [2021-11-29 04:50:36 main:574] : INFO : Epoch 1888 | loss: 0.0312237 | val_loss: 0.0312225 | Time: 2223.42 ms [2021-11-29 04:50:39 main:574] : INFO : Epoch 1889 | loss: 0.031225 | val_loss: 0.0312237 | Time: 2211.09 ms [2021-11-29 04:50:41 main:574] : INFO : Epoch 1890 | loss: 0.0312239 | val_loss: 0.0312249 | Time: 2221.15 ms [2021-11-29 04:50:43 main:574] : INFO : Epoch 1891 | loss: 0.0312247 | val_loss: 0.0312249 | Time: 2215.44 ms [2021-11-29 04:50:45 main:574] : INFO : Epoch 1892 | loss: 0.031225 | val_loss: 0.0312243 | Time: 2210.76 ms [2021-11-29 04:50:48 main:574] : INFO : Epoch 1893 | loss: 0.0312241 | val_loss: 0.0312255 | Time: 2230.32 ms [2021-11-29 04:50:50 main:574] : INFO : Epoch 1894 | loss: 0.0312253 | val_loss: 0.0312226 | Time: 2202.82 ms [2021-11-29 04:50:52 main:574] : INFO : Epoch 1895 | loss: 0.0312238 | val_loss: 0.0312229 | Time: 2183.71 ms [2021-11-29 04:50:54 main:574] : INFO : Epoch 1896 | loss: 0.0312243 | val_loss: 0.0312242 | Time: 2199.91 ms [2021-11-29 04:50:56 main:574] : INFO : Epoch 1897 | loss: 0.0312248 | val_loss: 0.0312222 | Time: 2215.43 ms [2021-11-29 04:50:59 main:574] : INFO : Epoch 1898 | loss: 0.0312239 | val_loss: 0.0312224 | Time: 2235.67 ms [2021-11-29 04:51:01 main:574] : INFO : Epoch 1899 | loss: 0.0312239 | val_loss: 0.0312226 | Time: 2234.11 ms [2021-11-29 04:51:03 main:574] : INFO : Epoch 1900 | loss: 0.031224 | val_loss: 0.0312247 | Time: 2229.04 ms [2021-11-29 04:51:05 main:574] : INFO : Epoch 1901 | loss: 0.0312243 | val_loss: 0.0312232 | Time: 2228.01 ms [2021-11-29 04:51:08 main:574] : INFO : Epoch 1902 | loss: 0.0312236 | val_loss: 0.0312222 | Time: 2230.68 ms [2021-11-29 04:51:10 main:574] : INFO : Epoch 1903 | loss: 0.0312233 | val_loss: 0.0312231 | Time: 2229.12 ms [2021-11-29 04:51:12 main:574] : INFO : Epoch 1904 | loss: 0.031224 | val_loss: 0.0312222 | Time: 2213.62 ms [2021-11-29 04:51:14 main:574] : INFO : Epoch 1905 | loss: 0.0312249 | val_loss: 0.0312223 | Time: 2215.73 ms [2021-11-29 04:51:16 main:574] : INFO : Epoch 1906 | loss: 0.0312235 | val_loss: 0.0312225 | Time: 2222.76 ms [2021-11-29 04:51:19 main:574] : INFO : Epoch 1907 | loss: 0.0312242 | val_loss: 0.0312244 | Time: 2230.44 ms [2021-11-29 04:51:21 main:574] : INFO : Epoch 1908 | loss: 0.0312255 | val_loss: 0.0312268 | Time: 2218.96 ms [2021-11-29 04:51:23 main:574] : INFO : Epoch 1909 | loss: 0.0312255 | val_loss: 0.0312248 | Time: 2243.3 ms [2021-11-29 04:51:25 main:574] : INFO : Epoch 1910 | loss: 0.0312242 | val_loss: 0.0312224 | Time: 2218.51 ms [2021-11-29 04:51:28 main:574] : INFO : Epoch 1911 | loss: 0.031224 | val_loss: 0.031222 | Time: 2221.68 ms [2021-11-29 04:51:30 main:574] : INFO : Epoch 1912 | loss: 0.0312238 | val_loss: 0.0312232 | Time: 2226.59 ms [2021-11-29 04:51:32 main:574] : INFO : Epoch 1913 | loss: 0.031224 | val_loss: 0.031225 | Time: 2250.38 ms [2021-11-29 04:51:34 main:574] : INFO : Epoch 1914 | loss: 0.0312248 | val_loss: 0.0312238 | Time: 2238.92 ms [2021-11-29 04:51:37 main:574] : INFO : Epoch 1915 | loss: 0.0312246 | val_loss: 0.0312221 | Time: 2231.85 ms [2021-11-29 04:51:39 main:574] : INFO : Epoch 1916 | loss: 0.0312254 | val_loss: 0.0312248 | Time: 2216.77 ms [2021-11-29 04:51:41 main:574] : INFO : Epoch 1917 | loss: 0.0312248 | val_loss: 0.031222 | Time: 2204.5 ms [2021-11-29 04:51:43 main:574] : INFO : Epoch 1918 | loss: 0.031224 | val_loss: 0.0312225 | Time: 2212.36 ms [2021-11-29 04:51:45 main:574] : INFO : Epoch 1919 | loss: 0.0312234 | val_loss: 0.0312221 | Time: 2215.96 ms [2021-11-29 04:51:48 main:574] : INFO : Epoch 1920 | loss: 0.0312247 | val_loss: 0.0312225 | Time: 2212.16 ms [2021-11-29 04:51:50 main:574] : INFO : Epoch 1921 | loss: 0.031224 | val_loss: 0.0312222 | Time: 2210.08 ms [2021-11-29 04:51:52 main:574] : INFO : Epoch 1922 | loss: 0.0312234 | val_loss: 0.0312226 | Time: 2211.79 ms [2021-11-29 04:51:54 main:574] : INFO : Epoch 1923 | loss: 0.0312232 | val_loss: 0.0312218 | Time: 2235.1 ms [2021-11-29 04:51:57 main:574] : INFO : Epoch 1924 | loss: 0.0312232 | val_loss: 0.0312222 | Time: 2222.07 ms [2021-11-29 04:51:59 main:574] : INFO : Epoch 1925 | loss: 0.0312242 | val_loss: 0.0312226 | Time: 2248.17 ms [2021-11-29 04:52:01 main:574] : INFO : Epoch 1926 | loss: 0.0312239 | val_loss: 0.0312229 | Time: 2212.69 ms [2021-11-29 04:52:03 main:574] : INFO : Epoch 1927 | loss: 0.0312236 | val_loss: 0.0312223 | Time: 2196.67 ms [2021-11-29 04:52:05 main:574] : INFO : Epoch 1928 | loss: 0.0312233 | val_loss: 0.0312235 | Time: 2234.46 ms [2021-11-29 04:52:08 main:574] : INFO : Epoch 1929 | loss: 0.0312237 | val_loss: 0.0312221 | Time: 2223.96 ms [2021-11-29 04:52:10 main:574] : INFO : Epoch 1930 | loss: 0.0312234 | val_loss: 0.0312223 | Time: 2204.58 ms [2021-11-29 04:52:12 main:574] : INFO : Epoch 1931 | loss: 0.031224 | val_loss: 0.031222 | Time: 2221.51 ms [2021-11-29 04:52:14 main:574] : INFO : Epoch 1932 | loss: 0.0312235 | val_loss: 0.0312222 | Time: 2232.1 ms [2021-11-29 04:52:17 main:574] : INFO : Epoch 1933 | loss: 0.0312242 | val_loss: 0.0312272 | Time: 2239.21 ms [2021-11-29 04:52:19 main:574] : INFO : Epoch 1934 | loss: 0.0312252 | val_loss: 0.0312229 | Time: 2235.88 ms [2021-11-29 04:52:21 main:574] : INFO : Epoch 1935 | loss: 0.0312238 | val_loss: 0.0312225 | Time: 2212.3 ms [2021-11-29 04:52:23 main:574] : INFO : Epoch 1936 | loss: 0.0312242 | val_loss: 0.031224 | Time: 2236.98 ms [2021-11-29 04:52:25 main:574] : INFO : Epoch 1937 | loss: 0.031224 | val_loss: 0.0312226 | Time: 2224.67 ms [2021-11-29 04:52:28 main:574] : INFO : Epoch 1938 | loss: 0.0312238 | val_loss: 0.0312232 | Time: 2220.59 ms [2021-11-29 04:52:30 main:574] : INFO : Epoch 1939 | loss: 0.0312236 | val_loss: 0.0312226 | Time: 2205.18 ms [2021-11-29 04:52:32 main:574] : INFO : Epoch 1940 | loss: 0.0312239 | val_loss: 0.031222 | Time: 2201.55 ms [2021-11-29 04:52:34 main:574] : INFO : Epoch 1941 | loss: 0.0312237 | val_loss: 0.0312226 | Time: 2216.17 ms [2021-11-29 04:52:37 main:574] : INFO : Epoch 1942 | loss: 0.0312235 | val_loss: 0.0312227 | Time: 2207 ms [2021-11-29 04:52:39 main:574] : INFO : Epoch 1943 | loss: 0.0312233 | val_loss: 0.0312223 | Time: 2230.83 ms [2021-11-29 04:52:41 main:574] : INFO : Epoch 1944 | loss: 0.0312239 | val_loss: 0.0312229 | Time: 2249.41 ms [2021-11-29 04:52:43 main:574] : INFO : Epoch 1945 | loss: 0.031225 | val_loss: 0.0312262 | Time: 2203.91 ms [2021-11-29 04:52:45 main:574] : INFO : Epoch 1946 | loss: 0.0312255 | val_loss: 0.0312233 | Time: 2234.16 ms [2021-11-29 04:52:48 main:574] : INFO : Epoch 1947 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 2242.52 ms [2021-11-29 04:52:50 main:574] : INFO : Epoch 1948 | loss: 0.0312233 | val_loss: 0.0312225 | Time: 2219.53 ms [2021-11-29 04:52:52 main:574] : INFO : Epoch 1949 | loss: 0.0312233 | val_loss: 0.0312228 | Time: 2223.17 ms [2021-11-29 04:52:54 main:574] : INFO : Epoch 1950 | loss: 0.0312234 | val_loss: 0.0312246 | Time: 2212.41 ms [2021-11-29 04:52:57 main:574] : INFO : Epoch 1951 | loss: 0.0312239 | val_loss: 0.0312223 | Time: 2185.77 ms [2021-11-29 04:52:59 main:574] : INFO : Epoch 1952 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 2229.56 ms [2021-11-29 04:53:01 main:574] : INFO : Epoch 1953 | loss: 0.0312232 | val_loss: 0.0312228 | Time: 2218.67 ms [2021-11-29 04:53:03 main:574] : INFO : Epoch 1954 | loss: 0.0312233 | val_loss: 0.0312225 | Time: 2210.16 ms [2021-11-29 04:53:05 main:574] : INFO : Epoch 1955 | loss: 0.0312242 | val_loss: 0.0312275 | Time: 2221.95 ms [2021-11-29 04:53:08 main:574] : INFO : Epoch 1956 | loss: 0.0312263 | val_loss: 0.0312245 | Time: 2231.08 ms [2021-11-29 04:53:10 main:574] : INFO : Epoch 1957 | loss: 0.0312266 | val_loss: 0.0312258 | Time: 2217.42 ms [2021-11-29 04:53:12 main:574] : INFO : Epoch 1958 | loss: 0.031227 | val_loss: 0.0312281 | Time: 2230.16 ms [2021-11-29 04:53:14 main:574] : INFO : Epoch 1959 | loss: 0.0312252 | val_loss: 0.0312281 | Time: 2233.88 ms [2021-11-29 04:53:17 main:574] : INFO : Epoch 1960 | loss: 0.0312242 | val_loss: 0.0312295 | Time: 2236.7 ms [2021-11-29 04:53:19 main:574] : INFO : Epoch 1961 | loss: 0.0312254 | val_loss: 0.03123 | Time: 2204.31 ms [2021-11-29 04:53:21 main:574] : INFO : Epoch 1962 | loss: 0.0312258 | val_loss: 0.0312237 | Time: 2210.38 ms [2021-11-29 04:53:23 main:574] : INFO : Epoch 1963 | loss: 0.0312248 | val_loss: 0.0312258 | Time: 2243.58 ms [2021-11-29 04:53:26 main:574] : INFO : Epoch 1964 | loss: 0.0312267 | val_loss: 0.0312237 | Time: 2241.95 ms [2021-11-29 04:53:28 main:574] : INFO : Epoch 1965 | loss: 0.0312259 | val_loss: 0.031223 | Time: 2225.37 ms [2021-11-29 04:53:30 main:574] : INFO : Epoch 1966 | loss: 0.0312239 | val_loss: 0.031223 | Time: 2241.06 ms [2021-11-29 04:53:32 main:574] : INFO : Epoch 1967 | loss: 0.0312236 | val_loss: 0.0312223 | Time: 2217.55 ms [2021-11-29 04:53:34 main:574] : INFO : Epoch 1968 | loss: 0.0312235 | val_loss: 0.0312226 | Time: 2225.78 ms [2021-11-29 04:53:37 main:574] : INFO : Epoch 1969 | loss: 0.0312232 | val_loss: 0.0312221 | Time: 2211.99 ms [2021-11-29 04:53:39 main:574] : INFO : Epoch 1970 | loss: 0.0312231 | val_loss: 0.0312224 | Time: 2217.8 ms [2021-11-29 04:53:41 main:574] : INFO : Epoch 1971 | loss: 0.0312233 | val_loss: 0.0312223 | Time: 2264.44 ms [2021-11-29 04:53:43 main:574] : INFO : Epoch 1972 | loss: 0.0312241 | val_loss: 0.0312224 | Time: 2242.57 ms [2021-11-29 04:53:46 main:574] : INFO : Epoch 1973 | loss: 0.031225 | val_loss: 0.0312245 | Time: 2224.21 ms [2021-11-29 04:53:48 main:574] : INFO : Epoch 1974 | loss: 0.0312245 | val_loss: 0.0312238 | Time: 2220.12 ms [2021-11-29 04:53:50 main:574] : INFO : Epoch 1975 | loss: 0.0312236 | val_loss: 0.0312227 | Time: 2227.07 ms [2021-11-29 04:53:52 main:574] : INFO : Epoch 1976 | loss: 0.0312237 | val_loss: 0.0312231 | Time: 2236.29 ms [2021-11-29 04:53:55 main:574] : INFO : Epoch 1977 | loss: 0.031224 | val_loss: 0.0312244 | Time: 2222.66 ms [2021-11-29 04:53:57 main:574] : INFO : Epoch 1978 | loss: 0.0312235 | val_loss: 0.0312232 | Time: 2242.24 ms [2021-11-29 04:53:59 main:574] : INFO : Epoch 1979 | loss: 0.0312238 | val_loss: 0.0312229 | Time: 2218.31 ms [2021-11-29 04:54:01 main:574] : INFO : Epoch 1980 | loss: 0.0312238 | val_loss: 0.0312229 | Time: 2254.87 ms [2021-11-29 04:54:04 main:574] : INFO : Epoch 1981 | loss: 0.0312242 | val_loss: 0.0312221 | Time: 2225.11 ms [2021-11-29 04:54:06 main:574] : INFO : Epoch 1982 | loss: 0.0312236 | val_loss: 0.031222 | Time: 2221.77 ms [2021-11-29 04:54:08 main:574] : INFO : Epoch 1983 | loss: 0.0312235 | val_loss: 0.0312224 | Time: 2220.37 ms [2021-11-29 04:54:10 main:574] : INFO : Epoch 1984 | loss: 0.0312232 | val_loss: 0.0312235 | Time: 2222.26 ms [2021-11-29 04:54:12 main:574] : INFO : Epoch 1985 | loss: 0.0312235 | val_loss: 0.0312229 | Time: 2217.47 ms [2021-11-29 04:54:15 main:574] : INFO : Epoch 1986 | loss: 0.0312238 | val_loss: 0.0312223 | Time: 2245.37 ms [2021-11-29 04:54:17 main:574] : INFO : Epoch 1987 | loss: 0.0312237 | val_loss: 0.031223 | Time: 2224.32 ms [2021-11-29 04:54:19 main:574] : INFO : Epoch 1988 | loss: 0.031224 | val_loss: 0.031222 | Time: 2234.76 ms [2021-11-29 04:54:21 main:574] : INFO : Epoch 1989 | loss: 0.0312232 | val_loss: 0.0312222 | Time: 2232.39 ms [2021-11-29 04:54:24 main:574] : INFO : Epoch 1990 | loss: 0.0312236 | val_loss: 0.0312223 | Time: 2214.36 ms [2021-11-29 04:54:26 main:574] : INFO : Epoch 1991 | loss: 0.031224 | val_loss: 0.031228 | Time: 2214.9 ms [2021-11-29 04:54:28 main:574] : INFO : Epoch 1992 | loss: 0.0312259 | val_loss: 0.0312232 | Time: 2225.29 ms [2021-11-29 04:54:30 main:574] : INFO : Epoch 1993 | loss: 0.0312269 | val_loss: 0.0312242 | Time: 2208.62 ms [2021-11-29 04:54:32 main:574] : INFO : Epoch 1994 | loss: 0.0312252 | val_loss: 0.0312229 | Time: 2208.63 ms [2021-11-29 04:54:35 main:574] : INFO : Epoch 1995 | loss: 0.0312234 | val_loss: 0.031222 | Time: 2222.83 ms [2021-11-29 04:54:37 main:574] : INFO : Epoch 1996 | loss: 0.0312236 | val_loss: 0.0312225 | Time: 2209.13 ms [2021-11-29 04:54:39 main:574] : INFO : Epoch 1997 | loss: 0.0312236 | val_loss: 0.031224 | Time: 2199.09 ms [2021-11-29 04:54:41 main:574] : INFO : Epoch 1998 | loss: 0.0312244 | val_loss: 0.0312234 | Time: 2206.81 ms [2021-11-29 04:54:44 main:574] : INFO : Epoch 1999 | loss: 0.0312236 | val_loss: 0.031222 | Time: 2216.08 ms [2021-11-29 04:54:46 main:574] : INFO : Epoch 2000 | loss: 0.0312244 | val_loss: 0.0312224 | Time: 2238.12 ms [2021-11-29 04:54:48 main:574] : INFO : Epoch 2001 | loss: 0.0312236 | val_loss: 0.031223 | Time: 2233.17 ms [2021-11-29 04:54:50 main:574] : INFO : Epoch 2002 | loss: 0.0312246 | val_loss: 0.0312229 | Time: 2232.57 ms [2021-11-29 04:54:52 main:574] : INFO : Epoch 2003 | loss: 0.0312237 | val_loss: 0.0312219 | Time: 2204.31 ms [2021-11-29 04:54:55 main:574] : INFO : Epoch 2004 | loss: 0.0312244 | val_loss: 0.0312223 | Time: 2231.32 ms [2021-11-29 04:54:57 main:574] : INFO : Epoch 2005 | loss: 0.0312234 | val_loss: 0.0312226 | Time: 2236.41 ms [2021-11-29 04:54:59 main:574] : INFO : Epoch 2006 | loss: 0.0312235 | val_loss: 0.0312228 | Time: 2236.32 ms [2021-11-29 04:55:01 main:574] : INFO : Epoch 2007 | loss: 0.0312234 | val_loss: 0.0312223 | Time: 2224.1 ms [2021-11-29 04:55:04 main:574] : INFO : Epoch 2008 | loss: 0.0312236 | val_loss: 0.031222 | Time: 2233.31 ms [2021-11-29 04:55:06 main:574] : INFO : Epoch 2009 | loss: 0.0312232 | val_loss: 0.031222 | Time: 2246.83 ms [2021-11-29 04:55:08 main:574] : INFO : Epoch 2010 | loss: 0.0312233 | val_loss: 0.0312222 | Time: 2228.05 ms [2021-11-29 04:55:10 main:574] : INFO : Epoch 2011 | loss: 0.0312234 | val_loss: 0.0312243 | Time: 2236.6 ms [2021-11-29 04:55:13 main:574] : INFO : Epoch 2012 | loss: 0.031224 | val_loss: 0.0312226 | Time: 2218.46 ms [2021-11-29 04:55:15 main:574] : INFO : Epoch 2013 | loss: 0.0312233 | val_loss: 0.0312229 | Time: 2240.88 ms [2021-11-29 04:55:17 main:574] : INFO : Epoch 2014 | loss: 0.0312234 | val_loss: 0.0312232 | Time: 2170.14 ms [2021-11-29 04:55:19 main:574] : INFO : Epoch 2015 | loss: 0.0312241 | val_loss: 0.0312231 | Time: 2224.35 ms [2021-11-29 04:55:21 main:574] : INFO : Epoch 2016 | loss: 0.0312247 | val_loss: 0.0312222 | Time: 2234.44 ms [2021-11-29 04:55:24 main:574] : INFO : Epoch 2017 | loss: 0.031224 | val_loss: 0.0312219 | Time: 2259.17 ms [2021-11-29 04:55:26 main:574] : INFO : Epoch 2018 | loss: 0.0312243 | val_loss: 0.0312233 | Time: 2231.77 ms [2021-11-29 04:55:28 main:574] : INFO : Epoch 2019 | loss: 0.0312254 | val_loss: 0.0312224 | Time: 2224.35 ms [2021-11-29 04:55:30 main:574] : INFO : Epoch 2020 | loss: 0.0312235 | val_loss: 0.0312225 | Time: 2256.71 ms [2021-11-29 04:55:33 main:574] : INFO : Epoch 2021 | loss: 0.0312237 | val_loss: 0.0312222 | Time: 2220.8 ms [2021-11-29 04:55:35 main:574] : INFO : Epoch 2022 | loss: 0.0312238 | val_loss: 0.0312221 | Time: 2205.91 ms [2021-11-29 04:55:37 main:574] : INFO : Epoch 2023 | loss: 0.0312234 | val_loss: 0.0312222 | Time: 2212.11 ms [2021-11-29 04:55:39 main:574] : INFO : Epoch 2024 | loss: 0.0312236 | val_loss: 0.0312221 | Time: 2238.64 ms [2021-11-29 04:55:42 main:574] : INFO : Epoch 2025 | loss: 0.0312243 | val_loss: 0.0312233 | Time: 2227.58 ms [2021-11-29 04:55:44 main:574] : INFO : Epoch 2026 | loss: 0.0312244 | val_loss: 0.0312222 | Time: 2212.64 ms [2021-11-29 04:55:46 main:574] : INFO : Epoch 2027 | loss: 0.0312248 | val_loss: 0.031224 | Time: 2243.41 ms [2021-11-29 04:55:48 main:574] : INFO : Epoch 2028 | loss: 0.0312243 | val_loss: 0.0312229 | Time: 2248.02 ms [2021-11-29 04:55:51 main:574] : INFO : Epoch 2029 | loss: 0.0312237 | val_loss: 0.0312254 | Time: 2224.68 ms [2021-11-29 04:55:53 main:574] : INFO : Epoch 2030 | loss: 0.0312251 | val_loss: 0.0312268 | Time: 2218.92 ms [2021-11-29 04:55:55 main:574] : INFO : Epoch 2031 | loss: 0.0312254 | val_loss: 0.0312233 | Time: 2231 ms [2021-11-29 04:55:57 main:574] : INFO : Epoch 2032 | loss: 0.0312239 | val_loss: 0.0312227 | Time: 2211.01 ms [2021-11-29 04:55:59 main:574] : INFO : Epoch 2033 | loss: 0.0312234 | val_loss: 0.0312223 | Time: 2231.17 ms [2021-11-29 04:56:02 main:574] : INFO : Epoch 2034 | loss: 0.031224 | val_loss: 0.0312223 | Time: 2186.77 ms [2021-11-29 04:56:04 main:574] : INFO : Epoch 2035 | loss: 0.0312247 | val_loss: 0.0312243 | Time: 2245.61 ms [2021-11-29 04:56:06 main:574] : INFO : Epoch 2036 | loss: 0.0312236 | val_loss: 0.0312221 | Time: 2222.45 ms [2021-11-29 04:56:08 main:574] : INFO : Epoch 2037 | loss: 0.0312231 | val_loss: 0.0312229 | Time: 2209.34 ms [2021-11-29 04:56:11 main:574] : INFO : Epoch 2038 | loss: 0.0312241 | val_loss: 0.0312222 | Time: 2220.75 ms [2021-11-29 04:56:13 main:574] : INFO : Epoch 2039 | loss: 0.0312236 | val_loss: 0.0312222 | Time: 2236.07 ms [2021-11-29 04:56:15 main:574] : INFO : Epoch 2040 | loss: 0.0312241 | val_loss: 0.0312272 | Time: 2229.04 ms [2021-11-29 04:56:17 main:574] : INFO : Epoch 2041 | loss: 0.0312258 | val_loss: 0.0312236 | Time: 2254.6 ms [2021-11-29 04:56:19 main:574] : INFO : Epoch 2042 | loss: 0.0312256 | val_loss: 0.0312266 | Time: 2214.41 ms [2021-11-29 04:56:22 main:574] : INFO : Epoch 2043 | loss: 0.0312259 | val_loss: 0.0312247 | Time: 2234.51 ms [2021-11-29 04:56:24 main:574] : INFO : Epoch 2044 | loss: 0.0312249 | val_loss: 0.0312226 | Time: 2203.11 ms [2021-11-29 04:56:26 main:574] : INFO : Epoch 2045 | loss: 0.031224 | val_loss: 0.0312228 | Time: 2225.19 ms [2021-11-29 04:56:28 main:574] : INFO : Epoch 2046 | loss: 0.0312234 | val_loss: 0.0312219 | Time: 2206.42 ms [2021-11-29 04:56:31 main:574] : INFO : Epoch 2047 | loss: 0.0312232 | val_loss: 0.0312223 | Time: 2211.37 ms [2021-11-29 04:56:33 main:574] : INFO : Epoch 2048 | loss: 0.0312235 | val_loss: 0.0312231 | Time: 2215.4 ms [2021-11-29 04:56:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312231 [2021-11-29 04:56:33 main:603] : INFO : Saving end state to config to file [2021-11-29 04:56:33 main:608] : INFO : Success, exiting.. 04:56:33 (14668): 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)