Task 9052983
| Name | ParityModified-1636226038-24664-2-0_0 |
| Workunit | 6502050 |
| Created | 19 Nov 2021, 23:53:37 UTC |
| Sent | 28 Nov 2021, 15:16:04 UTC |
| Report deadline | 6 Dec 2021, 15:16:04 UTC |
| Received | 29 Nov 2021, 7:46:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 18 sec |
| CPU time | 1 hours 15 min 33 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 | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -11-29 08:27:13 main:574] : INFO : Epoch 1542 | loss: 0.0312253 | val_loss: 0.031221 | Time: 2268.55 ms [2021-11-29 08:27:16 main:574] : INFO : Epoch 1543 | loss: 0.0312242 | val_loss: 0.0312235 | Time: 2233.19 ms [2021-11-29 08:27:18 main:574] : INFO : Epoch 1544 | loss: 0.0312296 | val_loss: 0.031223 | Time: 2243.01 ms [2021-11-29 08:27:20 main:574] : INFO : Epoch 1545 | loss: 0.0312287 | val_loss: 0.0312198 | Time: 2226.78 ms [2021-11-29 08:27:22 main:574] : INFO : Epoch 1546 | loss: 0.031228 | val_loss: 0.0312244 | Time: 2256.02 ms [2021-11-29 08:27:25 main:574] : INFO : Epoch 1547 | loss: 0.0312266 | val_loss: 0.0312204 | Time: 2228.26 ms [2021-11-29 08:27:27 main:574] : INFO : Epoch 1548 | loss: 0.0312253 | val_loss: 0.0312209 | Time: 2235.87 ms [2021-11-29 08:27:29 main:574] : INFO : Epoch 1549 | loss: 0.0312243 | val_loss: 0.0312214 | Time: 2217.49 ms [2021-11-29 08:27:31 main:574] : INFO : Epoch 1550 | loss: 0.0312237 | val_loss: 0.0312202 | Time: 2237.27 ms [2021-11-29 08:27:34 main:574] : INFO : Epoch 1551 | loss: 0.0312239 | val_loss: 0.0312196 | Time: 2246.72 ms [2021-11-29 08:27:36 main:574] : INFO : Epoch 1552 | loss: 0.0312235 | val_loss: 0.0312196 | Time: 2232.73 ms [2021-11-29 08:27:38 main:574] : INFO : Epoch 1553 | loss: 0.0312257 | val_loss: 0.0312259 | Time: 2239.21 ms [2021-11-29 08:27:40 main:574] : INFO : Epoch 1554 | loss: 0.0312276 | val_loss: 0.0312282 | Time: 2234.51 ms [2021-11-29 08:27:42 main:574] : INFO : Epoch 1555 | loss: 0.0312282 | val_loss: 0.0312256 | Time: 2257.23 ms [2021-11-29 08:27:45 main:574] : INFO : Epoch 1556 | loss: 0.031228 | val_loss: 0.0312217 | Time: 2236.09 ms [2021-11-29 08:27:47 main:574] : INFO : Epoch 1557 | loss: 0.0312249 | val_loss: 0.0312241 | Time: 2250.61 ms [2021-11-29 08:27:49 main:574] : INFO : Epoch 1558 | loss: 0.0312247 | val_loss: 0.0312213 | Time: 2196.13 ms [2021-11-29 08:27:51 main:574] : INFO : Epoch 1559 | loss: 0.0312248 | val_loss: 0.0312215 | Time: 2225.11 ms [2021-11-29 08:27:54 main:574] : INFO : Epoch 1560 | loss: 0.0312243 | val_loss: 0.0312215 | Time: 2251.44 ms [2021-11-29 08:27:56 main:574] : INFO : Epoch 1561 | loss: 0.0312246 | val_loss: 0.0312197 | Time: 2214.41 ms [2021-11-29 08:27:58 main:574] : INFO : Epoch 1562 | loss: 0.0312237 | val_loss: 0.0312208 | Time: 2245.42 ms [2021-11-29 08:28:00 main:574] : INFO : Epoch 1563 | loss: 0.0312251 | val_loss: 0.0312232 | Time: 2248.49 ms [2021-11-29 08:28:03 main:574] : INFO : Epoch 1564 | loss: 0.031224 | val_loss: 0.0312192 | Time: 2221.79 ms [2021-11-29 08:28:05 main:574] : INFO : Epoch 1565 | loss: 0.0312236 | val_loss: 0.0312197 | Time: 2234.25 ms [2021-11-29 08:28:07 main:574] : INFO : Epoch 1566 | loss: 0.0312234 | val_loss: 0.03122 | Time: 2216.45 ms [2021-11-29 08:28:09 main:574] : INFO : Epoch 1567 | loss: 0.0312263 | val_loss: 0.0312202 | Time: 2215.54 ms [2021-11-29 08:28:11 main:574] : INFO : Epoch 1568 | loss: 0.0312258 | val_loss: 0.0312226 | Time: 2200.03 ms [2021-11-29 08:28:14 main:574] : INFO : Epoch 1569 | loss: 0.0312251 | val_loss: 0.0312214 | Time: 2211.47 ms [2021-11-29 08:28:16 main:574] : INFO : Epoch 1570 | loss: 0.0312261 | val_loss: 0.031226 | Time: 2231.96 ms [2021-11-29 08:28:18 main:574] : INFO : Epoch 1571 | loss: 0.0312258 | val_loss: 0.0312242 | Time: 2222.2 ms [2021-11-29 08:28:20 main:574] : INFO : Epoch 1572 | loss: 0.0312238 | val_loss: 0.0312209 | Time: 2236.8 ms [2021-11-29 08:28:23 main:574] : INFO : Epoch 1573 | loss: 0.0312256 | val_loss: 0.0312275 | Time: 2187.54 ms [2021-11-29 08:28:25 main:574] : INFO : Epoch 1574 | loss: 0.0312258 | val_loss: 0.0312202 | Time: 2227.79 ms [2021-11-29 08:28:27 main:574] : INFO : Epoch 1575 | loss: 0.0312242 | val_loss: 0.0312225 | Time: 2232.27 ms [2021-11-29 08:28:29 main:574] : INFO : Epoch 1576 | loss: 0.0312244 | val_loss: 0.0312203 | Time: 2250.16 ms [2021-11-29 08:28:32 main:574] : INFO : Epoch 1577 | loss: 0.0312243 | val_loss: 0.0312196 | Time: 2216.83 ms [2021-11-29 08:28:34 main:574] : INFO : Epoch 1578 | loss: 0.0312241 | val_loss: 0.0312214 | Time: 2226.98 ms [2021-11-29 08:28:36 main:574] : INFO : Epoch 1579 | loss: 0.0312239 | val_loss: 0.0312209 | Time: 2220.73 ms [2021-11-29 08:28:38 main:574] : INFO : Epoch 1580 | loss: 0.031224 | val_loss: 0.03122 | Time: 2219.27 ms [2021-11-29 08:28:40 main:574] : INFO : Epoch 1581 | loss: 0.0312243 | val_loss: 0.0312201 | Time: 2198.86 ms [2021-11-29 08:28:43 main:574] : INFO : Epoch 1582 | loss: 0.0312242 | val_loss: 0.0312196 | Time: 2211 ms [2021-11-29 08:28:45 main:574] : INFO : Epoch 1583 | loss: 0.031225 | val_loss: 0.0312196 | Time: 2229.56 ms [2021-11-29 08:28:47 main:574] : INFO : Epoch 1584 | loss: 0.0312247 | val_loss: 0.0312201 | Time: 2269.69 ms [2021-11-29 08:28:49 main:574] : INFO : Epoch 1585 | loss: 0.0312253 | val_loss: 0.0312198 | Time: 2223.52 ms [2021-11-29 08:28:52 main:574] : INFO : Epoch 1586 | loss: 0.0312242 | val_loss: 0.0312216 | Time: 2228.3 ms [2021-11-29 08:28:54 main:574] : INFO : Epoch 1587 | loss: 0.0312239 | val_loss: 0.0312194 | Time: 2221.82 ms [2021-11-29 08:28:56 main:574] : INFO : Epoch 1588 | loss: 0.0312235 | val_loss: 0.031221 | Time: 2247.95 ms [2021-11-29 08:28:58 main:574] : INFO : Epoch 1589 | loss: 0.0312254 | val_loss: 0.0312233 | Time: 2216.56 ms [2021-11-29 08:29:01 main:574] : INFO : Epoch 1590 | loss: 0.0312252 | val_loss: 0.0312261 | Time: 2243.68 ms [2021-11-29 08:29:03 main:574] : INFO : Epoch 1591 | loss: 0.0312288 | val_loss: 0.0312228 | Time: 2233.72 ms [2021-11-29 08:29:05 main:574] : INFO : Epoch 1592 | loss: 0.0312267 | val_loss: 0.0312198 | Time: 2230.27 ms [2021-11-29 08:29:07 main:574] : INFO : Epoch 1593 | loss: 0.0312235 | val_loss: 0.0312198 | Time: 2216.52 ms [2021-11-29 08:29:09 main:574] : INFO : Epoch 1594 | loss: 0.0312245 | val_loss: 0.0312222 | Time: 2223.35 ms [2021-11-29 08:29:12 main:574] : INFO : Epoch 1595 | loss: 0.031224 | val_loss: 0.0312207 | Time: 2233.48 ms [2021-11-29 08:29:14 main:574] : INFO : Epoch 1596 | loss: 0.031224 | val_loss: 0.0312209 | Time: 2210.87 ms [2021-11-29 08:29:16 main:574] : INFO : Epoch 1597 | loss: 0.0312238 | val_loss: 0.0312197 | Time: 2253.21 ms [2021-11-29 08:29:18 main:574] : INFO : Epoch 1598 | loss: 0.0312255 | val_loss: 0.0312235 | Time: 2221.87 ms [2021-11-29 08:29:21 main:574] : INFO : Epoch 1599 | loss: 0.0312243 | val_loss: 0.0312203 | Time: 2258.32 ms [2021-11-29 08:29:23 main:574] : INFO : Epoch 1600 | loss: 0.031224 | val_loss: 0.0312195 | Time: 2227.08 ms [2021-11-29 08:29:25 main:574] : INFO : Epoch 1601 | loss: 0.031223 | val_loss: 0.0312206 | Time: 2209.96 ms [2021-11-29 08:29:27 main:574] : INFO : Epoch 1602 | loss: 0.0312234 | val_loss: 0.0312198 | Time: 2248.26 ms [2021-11-29 08:29:30 main:574] : INFO : Epoch 1603 | loss: 0.0312244 | val_loss: 0.031221 | Time: 2247.78 ms [2021-11-29 08:29:32 main:574] : INFO : Epoch 1604 | loss: 0.0312242 | val_loss: 0.0312216 | Time: 2234.15 ms [2021-11-29 08:29:34 main:574] : INFO : Epoch 1605 | loss: 0.0312241 | val_loss: 0.0312221 | Time: 2231.18 ms [2021-11-29 08:29:36 main:574] : INFO : Epoch 1606 | loss: 0.0312244 | val_loss: 0.0312218 | Time: 2220.42 ms [2021-11-29 08:29:38 main:574] : INFO : Epoch 1607 | loss: 0.0312292 | val_loss: 0.0312295 | Time: 2193.96 ms [2021-11-29 08:29:41 main:574] : INFO : Epoch 1608 | loss: 0.0312264 | val_loss: 0.0312201 | Time: 2212.23 ms [2021-11-29 08:29:43 main:574] : INFO : Epoch 1609 | loss: 0.0312244 | val_loss: 0.0312203 | Time: 2205.67 ms [2021-11-29 08:29:45 main:574] : INFO : Epoch 1610 | loss: 0.0312236 | val_loss: 0.0312213 | Time: 2234.07 ms [2021-11-29 08:29:47 main:574] : INFO : Epoch 1611 | loss: 0.0312247 | val_loss: 0.0312245 | Time: 2246.84 ms [2021-11-29 08:29:50 main:574] : INFO : Epoch 1612 | loss: 0.0312244 | val_loss: 0.0312208 | Time: 2224.13 ms [2021-11-29 08:29:52 main:574] : INFO : Epoch 1613 | loss: 0.0312258 | val_loss: 0.0312275 | Time: 2222.18 ms [2021-11-29 08:29:54 main:574] : INFO : Epoch 1614 | loss: 0.031226 | val_loss: 0.0312222 | Time: 2240.36 ms [2021-11-29 08:29:56 main:574] : INFO : Epoch 1615 | loss: 0.0312253 | val_loss: 0.0312223 | Time: 2238.88 ms [2021-11-29 08:29:59 main:574] : INFO : Epoch 1616 | loss: 0.0312243 | val_loss: 0.0312194 | Time: 2256.24 ms [2021-11-29 08:30:01 main:574] : INFO : Epoch 1617 | loss: 0.0312254 | val_loss: 0.0312223 | Time: 2217.42 ms [2021-11-29 08:30:03 main:574] : INFO : Epoch 1618 | loss: 0.0312242 | val_loss: 0.0312208 | Time: 2237.95 ms [2021-11-29 08:30:05 main:574] : INFO : Epoch 1619 | loss: 0.031225 | val_loss: 0.0312204 | Time: 2227.96 ms [2021-11-29 08:30:08 main:574] : INFO : Epoch 1620 | loss: 0.0312246 | val_loss: 0.0312199 | Time: 2256.58 ms [2021-11-29 08:30:10 main:574] : INFO : Epoch 1621 | loss: 0.0312245 | val_loss: 0.0312209 | Time: 2257.34 ms [2021-11-29 08:30:12 main:574] : INFO : Epoch 1622 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 2201.18 ms [2021-11-29 08:30:14 main:574] : INFO : Epoch 1623 | loss: 0.0312235 | val_loss: 0.0312208 | Time: 2205.11 ms [2021-11-29 08:30:16 main:574] : INFO : Epoch 1624 | loss: 0.0312237 | val_loss: 0.031221 | Time: 2247.74 ms [2021-11-29 08:30:19 main:574] : INFO : Epoch 1625 | loss: 0.0312241 | val_loss: 0.0312205 | Time: 2222.89 ms [2021-11-29 08:30:21 main:574] : INFO : Epoch 1626 | loss: 0.0312235 | val_loss: 0.0312193 | Time: 2683.96 ms [2021-11-29 08:30:24 main:574] : INFO : Epoch 1627 | loss: 0.0312231 | val_loss: 0.0312199 | Time: 2275.23 ms [2021-11-29 08:30:26 main:574] : INFO : Epoch 1628 | loss: 0.0312242 | val_loss: 0.0312231 | Time: 2269.36 ms [2021-11-29 08:30:28 main:574] : INFO : Epoch 1629 | loss: 0.0312246 | val_loss: 0.0312199 | Time: 2231.78 ms [2021-11-29 08:30:30 main:574] : INFO : Epoch 1630 | loss: 0.0312235 | val_loss: 0.03122 | Time: 2243.64 ms [2021-11-29 08:30:33 main:574] : INFO : Epoch 1631 | loss: 0.0312253 | val_loss: 0.0312201 | Time: 2275.37 ms [2021-11-29 08:30:35 main:574] : INFO : Epoch 1632 | loss: 0.031226 | val_loss: 0.0312209 | Time: 2240.93 ms [2021-11-29 08:30:37 main:574] : INFO : Epoch 1633 | loss: 0.0312236 | val_loss: 0.0312208 | Time: 2224.69 ms [2021-11-29 08:30:39 main:574] : INFO : Epoch 1634 | loss: 0.0312245 | val_loss: 0.0312213 | Time: 2230.13 ms [2021-11-29 08:30:42 main:574] : INFO : Epoch 1635 | loss: 0.0312241 | val_loss: 0.0312213 | Time: 2254.6 ms [2021-11-29 08:30:44 main:574] : INFO : Epoch 1636 | loss: 0.0312234 | val_loss: 0.0312209 | Time: 2220.73 ms [2021-11-29 08:30:46 main:574] : INFO : Epoch 1637 | loss: 0.0312238 | val_loss: 0.0312205 | Time: 2242.41 ms [2021-11-29 08:30:48 main:574] : INFO : Epoch 1638 | loss: 0.0312239 | val_loss: 0.0312239 | Time: 2250.35 ms [2021-11-29 08:30:51 main:574] : INFO : Epoch 1639 | loss: 0.031226 | val_loss: 0.0312201 | Time: 2285.07 ms [2021-11-29 08:30:53 main:574] : INFO : Epoch 1640 | loss: 0.0312254 | val_loss: 0.0312257 | Time: 2267.57 ms [2021-11-29 08:30:55 main:574] : INFO : Epoch 1641 | loss: 0.0312249 | val_loss: 0.0312202 | Time: 2339.15 ms [2021-11-29 08:30:58 main:574] : INFO : Epoch 1642 | loss: 0.0312241 | val_loss: 0.0312212 | Time: 2352.15 ms [2021-11-29 08:31:00 main:574] : INFO : Epoch 1643 | loss: 0.0312261 | val_loss: 0.0312203 | Time: 2293.73 ms [2021-11-29 08:31:02 main:574] : INFO : Epoch 1644 | loss: 0.0312235 | val_loss: 0.0312204 | Time: 2283.38 ms [2021-11-29 08:31:04 main:574] : INFO : Epoch 1645 | loss: 0.0312235 | val_loss: 0.0312194 | Time: 2238.29 ms [2021-11-29 08:31:07 main:574] : INFO : Epoch 1646 | loss: 0.0312244 | val_loss: 0.0312208 | Time: 2215.09 ms [2021-11-29 08:31:09 main:574] : INFO : Epoch 1647 | loss: 0.0312243 | val_loss: 0.0312205 | Time: 2248.56 ms [2021-11-29 08:31:11 main:574] : INFO : Epoch 1648 | loss: 0.0312249 | val_loss: 0.0312203 | Time: 2240.17 ms [2021-11-29 08:31:13 main:574] : INFO : Epoch 1649 | loss: 0.0312231 | val_loss: 0.03122 | Time: 2224.75 ms [2021-11-29 08:31:16 main:574] : INFO : Epoch 1650 | loss: 0.0312249 | val_loss: 0.0312197 | Time: 2225.29 ms [2021-11-29 08:31:18 main:574] : INFO : Epoch 1651 | loss: 0.0312241 | val_loss: 0.0312204 | Time: 2262.57 ms [2021-11-29 08:31:20 main:574] : INFO : Epoch 1652 | loss: 0.0312237 | val_loss: 0.0312208 | Time: 2247.79 ms [2021-11-29 08:31:22 main:574] : INFO : Epoch 1653 | loss: 0.0312251 | val_loss: 0.0312197 | Time: 2246.97 ms [2021-11-29 08:31:25 main:574] : INFO : Epoch 1654 | loss: 0.0312259 | val_loss: 0.0312231 | Time: 2257.97 ms [2021-11-29 08:31:27 main:574] : INFO : Epoch 1655 | loss: 0.0312243 | val_loss: 0.0312238 | Time: 2250.74 ms [2021-11-29 08:31:29 main:574] : INFO : Epoch 1656 | loss: 0.0312274 | val_loss: 0.0312212 | Time: 2236.27 ms [2021-11-29 08:31:31 main:574] : INFO : Epoch 1657 | loss: 0.0312255 | val_loss: 0.0312234 | Time: 2246.89 ms [2021-11-29 08:31:34 main:574] : INFO : Epoch 1658 | loss: 0.0312262 | val_loss: 0.0312208 | Time: 2227.61 ms [2021-11-29 08:31:36 main:574] : INFO : Epoch 1659 | loss: 0.0312259 | val_loss: 0.031222 | Time: 2232.79 ms [2021-11-29 08:31:38 main:574] : INFO : Epoch 1660 | loss: 0.0312243 | val_loss: 0.0312201 | Time: 2251.26 ms [2021-11-29 08:31:40 main:574] : INFO : Epoch 1661 | loss: 0.0312242 | val_loss: 0.0312206 | Time: 2231.08 ms [2021-11-29 08:31:43 main:574] : INFO : Epoch 1662 | loss: 0.0312238 | val_loss: 0.0312264 | Time: 2243.43 ms [2021-11-29 08:31:45 main:574] : INFO : Epoch 1663 | loss: 0.0312271 | val_loss: 0.0312246 | Time: 2234.61 ms [2021-11-29 08:31:47 main:574] : INFO : Epoch 1664 | loss: 0.0312262 | val_loss: 0.031223 | Time: 2235.1 ms [2021-11-29 08:31:49 main:574] : INFO : Epoch 1665 | loss: 0.0312239 | val_loss: 0.0312204 | Time: 2239.45 ms [2021-11-29 08:31:52 main:574] : INFO : Epoch 1666 | loss: 0.0312238 | val_loss: 0.0312207 | Time: 2259.63 ms [2021-11-29 08:31:54 main:574] : INFO : Epoch 1667 | loss: 0.0312238 | val_loss: 0.0312216 | Time: 2241.05 ms [2021-11-29 08:31:56 main:574] : INFO : Epoch 1668 | loss: 0.0312247 | val_loss: 0.031221 | Time: 2246.67 ms [2021-11-29 08:31:58 main:574] : INFO : Epoch 1669 | loss: 0.0312257 | val_loss: 0.0312226 | Time: 2268.73 ms [2021-11-29 08:32:01 main:574] : INFO : Epoch 1670 | loss: 0.0312239 | val_loss: 0.0312195 | Time: 2230.51 ms [2021-11-29 08:32:03 main:574] : INFO : Epoch 1671 | loss: 0.0312243 | val_loss: 0.031223 | Time: 2200.82 ms [2021-11-29 08:32:05 main:574] : INFO : Epoch 1672 | loss: 0.0312272 | val_loss: 0.0312241 | Time: 2261.79 ms [2021-11-29 08:32:07 main:574] : INFO : Epoch 1673 | loss: 0.0312252 | val_loss: 0.0312235 | Time: 2229.17 ms [2021-11-29 08:32:09 main:574] : INFO : Epoch 1674 | loss: 0.0312254 | val_loss: 0.03122 | Time: 2202.67 ms [2021-11-29 08:32:12 main:574] : INFO : Epoch 1675 | loss: 0.0312254 | val_loss: 0.0312206 | Time: 2250.24 ms [2021-11-29 08:32:14 main:574] : INFO : Epoch 1676 | loss: 0.0312238 | val_loss: 0.0312214 | Time: 2242.76 ms [2021-11-29 08:32:16 main:574] : INFO : Epoch 1677 | loss: 0.0312238 | val_loss: 0.0312206 | Time: 2245.55 ms [2021-11-29 08:32:18 main:574] : INFO : Epoch 1678 | loss: 0.0312238 | val_loss: 0.0312201 | Time: 2219.64 ms [2021-11-29 08:32:21 main:574] : INFO : Epoch 1679 | loss: 0.0312232 | val_loss: 0.0312194 | Time: 2237.42 ms [2021-11-29 08:32:23 main:574] : INFO : Epoch 1680 | loss: 0.0312239 | val_loss: 0.0312195 | Time: 2217.01 ms [2021-11-29 08:32:25 main:574] : INFO : Epoch 1681 | loss: 0.0312244 | val_loss: 0.0312194 | Time: 2237.54 ms [2021-11-29 08:32:27 main:574] : INFO : Epoch 1682 | loss: 0.0312266 | val_loss: 0.0312279 | Time: 2218.52 ms [2021-11-29 08:32:30 main:574] : INFO : Epoch 1683 | loss: 0.031226 | val_loss: 0.031225 | Time: 2245.95 ms [2021-11-29 08:32:32 main:574] : INFO : Epoch 1684 | loss: 0.0312247 | val_loss: 0.0312206 | Time: 2239.8 ms [2021-11-29 08:32:34 main:574] : INFO : Epoch 1685 | loss: 0.0312252 | val_loss: 0.0312301 | Time: 2242.3 ms [2021-11-29 08:32:36 main:574] : INFO : Epoch 1686 | loss: 0.0312308 | val_loss: 0.0312289 | Time: 2211.77 ms [2021-11-29 08:32:39 main:574] : INFO : Epoch 1687 | loss: 0.0312281 | val_loss: 0.0312229 | Time: 2262.48 ms [2021-11-29 08:32:41 main:574] : INFO : Epoch 1688 | loss: 0.0312239 | val_loss: 0.0312202 | Time: 2248.03 ms [2021-11-29 08:32:43 main:574] : INFO : Epoch 1689 | loss: 0.0312236 | val_loss: 0.03122 | Time: 2218.17 ms [2021-11-29 08:32:45 main:574] : INFO : Epoch 1690 | loss: 0.0312241 | val_loss: 0.03122 | Time: 2239.41 ms [2021-11-29 08:32:48 main:574] : INFO : Epoch 1691 | loss: 0.0312233 | val_loss: 0.0312194 | Time: 2221.3 ms [2021-11-29 08:32:50 main:574] : INFO : Epoch 1692 | loss: 0.0312235 | val_loss: 0.0312194 | Time: 2246.04 ms [2021-11-29 08:32:52 main:574] : INFO : Epoch 1693 | loss: 0.0312253 | val_loss: 0.0312228 | Time: 2225.68 ms [2021-11-29 08:32:54 main:574] : INFO : Epoch 1694 | loss: 0.0312261 | val_loss: 0.0312195 | Time: 2221.03 ms [2021-11-29 08:32:56 main:574] : INFO : Epoch 1695 | loss: 0.0312274 | val_loss: 0.0312245 | Time: 2232.52 ms [2021-11-29 08:32:59 main:574] : INFO : Epoch 1696 | loss: 0.0312268 | val_loss: 0.0312261 | Time: 2252.37 ms [2021-11-29 08:33:01 main:574] : INFO : Epoch 1697 | loss: 0.0312257 | val_loss: 0.0312227 | Time: 2214.33 ms [2021-11-29 08:33:03 main:574] : INFO : Epoch 1698 | loss: 0.0312245 | val_loss: 0.031222 | Time: 2254.56 ms [2021-11-29 08:33:05 main:574] : INFO : Epoch 1699 | loss: 0.0312239 | val_loss: 0.0312206 | Time: 2251.36 ms [2021-11-29 08:33:08 main:574] : INFO : Epoch 1700 | loss: 0.0312243 | val_loss: 0.0312224 | Time: 2246.2 ms [2021-11-29 08:33:10 main:574] : INFO : Epoch 1701 | loss: 0.0312242 | val_loss: 0.0312212 | Time: 2241.85 ms [2021-11-29 08:33:12 main:574] : INFO : Epoch 1702 | loss: 0.0312236 | val_loss: 0.0312201 | Time: 2213.99 ms [2021-11-29 08:33:14 main:574] : INFO : Epoch 1703 | loss: 0.0312242 | val_loss: 0.0312195 | Time: 2257 ms [2021-11-29 08:33:17 main:574] : INFO : Epoch 1704 | loss: 0.0312237 | val_loss: 0.0312196 | Time: 2231.5 ms [2021-11-29 08:33:19 main:574] : INFO : Epoch 1705 | loss: 0.0312248 | val_loss: 0.0312209 | Time: 2213.03 ms [2021-11-29 08:33:21 main:574] : INFO : Epoch 1706 | loss: 0.0312242 | val_loss: 0.0312196 | Time: 2246.82 ms [2021-11-29 08:33:23 main:574] : INFO : Epoch 1707 | loss: 0.0312235 | val_loss: 0.0312194 | Time: 2212.99 ms [2021-11-29 08:33:26 main:574] : INFO : Epoch 1708 | loss: 0.0312241 | val_loss: 0.0312228 | Time: 2236.5 ms [2021-11-29 08:33:28 main:574] : INFO : Epoch 1709 | loss: 0.0312242 | val_loss: 0.0312219 | Time: 2225.75 ms [2021-11-29 08:33:30 main:574] : INFO : Epoch 1710 | loss: 0.0312238 | val_loss: 0.0312195 | Time: 2244.39 ms [2021-11-29 08:33:32 main:574] : INFO : Epoch 1711 | loss: 0.0312232 | val_loss: 0.0312218 | Time: 2224.02 ms [2021-11-29 08:33:35 main:574] : INFO : Epoch 1712 | loss: 0.031225 | val_loss: 0.0312237 | Time: 2252.27 ms [2021-11-29 08:33:37 main:574] : INFO : Epoch 1713 | loss: 0.0312247 | val_loss: 0.0312216 | Time: 2216.01 ms [2021-11-29 08:33:39 main:574] : INFO : Epoch 1714 | loss: 0.0312238 | val_loss: 0.031221 | Time: 2268.17 ms [2021-11-29 08:33:41 main:574] : INFO : Epoch 1715 | loss: 0.0312233 | val_loss: 0.0312198 | Time: 2231.14 ms [2021-11-29 08:33:44 main:574] : INFO : Epoch 1716 | loss: 0.0312232 | val_loss: 0.0312194 | Time: 2232.38 ms [2021-11-29 08:33:46 main:574] : INFO : Epoch 1717 | loss: 0.0312232 | val_loss: 0.0312245 | Time: 2225.11 ms [2021-11-29 08:33:48 main:574] : INFO : Epoch 1718 | loss: 0.0312248 | val_loss: 0.0312206 | Time: 2219.71 ms [2021-11-29 08:33:50 main:574] : INFO : Epoch 1719 | loss: 0.0312266 | val_loss: 0.0312213 | Time: 2241.73 ms [2021-11-29 08:33:52 main:574] : INFO : Epoch 1720 | loss: 0.0312244 | val_loss: 0.0312264 | Time: 2211.62 ms [2021-11-29 08:33:55 main:574] : INFO : Epoch 1721 | loss: 0.0312278 | val_loss: 0.0312279 | Time: 2261.48 ms [2021-11-29 08:33:57 main:574] : INFO : Epoch 1722 | loss: 0.0312259 | val_loss: 0.0312275 | Time: 2230.17 ms [2021-11-29 08:33:59 main:574] : INFO : Epoch 1723 | loss: 0.0312288 | val_loss: 0.0312225 | Time: 2231.99 ms [2021-11-29 08:34:01 main:574] : INFO : Epoch 1724 | loss: 0.0312258 | val_loss: 0.0312207 | Time: 2228.8 ms [2021-11-29 08:34:04 main:574] : INFO : Epoch 1725 | loss: 0.031224 | val_loss: 0.0312198 | Time: 2239.67 ms [2021-11-29 08:34:06 main:574] : INFO : Epoch 1726 | loss: 0.031224 | val_loss: 0.0312196 | Time: 2241.49 ms [2021-11-29 08:34:08 main:574] : INFO : Epoch 1727 | loss: 0.0312234 | val_loss: 0.0312203 | Time: 2236.32 ms [2021-11-29 08:34:10 main:574] : INFO : Epoch 1728 | loss: 0.0312233 | val_loss: 0.0312192 | Time: 2225.42 ms [2021-11-29 08:34:13 main:574] : INFO : Epoch 1729 | loss: 0.0312237 | val_loss: 0.0312204 | Time: 2208.74 ms [2021-11-29 08:34:15 main:574] : INFO : Epoch 1730 | loss: 0.031224 | val_loss: 0.0312196 | Time: 2212.06 ms [2021-11-29 08:34:17 main:574] : INFO : Epoch 1731 | loss: 0.0312233 | val_loss: 0.0312195 | Time: 2245.56 ms [2021-11-29 08:34:19 main:574] : INFO : Epoch 1732 | loss: 0.0312234 | val_loss: 0.0312196 | Time: 2211.56 ms [2021-11-29 08:34:21 main:574] : INFO : Epoch 1733 | loss: 0.0312234 | val_loss: 0.0312196 | Time: 2236.85 ms [2021-11-29 08:34:24 main:574] : INFO : Epoch 1734 | loss: 0.0312235 | val_loss: 0.0312204 | Time: 2278.88 ms [2021-11-29 08:34:26 main:574] : INFO : Epoch 1735 | loss: 0.031225 | val_loss: 0.0312236 | Time: 2256.25 ms [2021-11-29 08:34:28 main:574] : INFO : Epoch 1736 | loss: 0.0312271 | val_loss: 0.0312223 | Time: 2241.11 ms [2021-11-29 08:34:30 main:574] : INFO : Epoch 1737 | loss: 0.031226 | val_loss: 0.0312217 | Time: 2214.34 ms [2021-11-29 08:34:33 main:574] : INFO : Epoch 1738 | loss: 0.0312247 | val_loss: 0.031223 | Time: 2218.59 ms [2021-11-29 08:34:35 main:574] : INFO : Epoch 1739 | loss: 0.0312269 | val_loss: 0.0312204 | Time: 2245.57 ms [2021-11-29 08:34:37 main:574] : INFO : Epoch 1740 | loss: 0.0312244 | val_loss: 0.0312208 | Time: 2278.95 ms [2021-11-29 08:34:39 main:574] : INFO : Epoch 1741 | loss: 0.0312236 | val_loss: 0.0312212 | Time: 2223.54 ms [2021-11-29 08:34:42 main:574] : INFO : Epoch 1742 | loss: 0.031224 | val_loss: 0.03122 | Time: 2280.43 ms [2021-11-29 08:34:44 main:574] : INFO : Epoch 1743 | loss: 0.0312235 | val_loss: 0.0312194 | Time: 2239.51 ms [2021-11-29 08:34:46 main:574] : INFO : Epoch 1744 | loss: 0.0312238 | val_loss: 0.0312195 | Time: 2241.16 ms [2021-11-29 08:34:48 main:574] : INFO : Epoch 1745 | loss: 0.0312236 | val_loss: 0.0312203 | Time: 2227.74 ms [2021-11-29 08:34:51 main:574] : INFO : Epoch 1746 | loss: 0.0312238 | val_loss: 0.0312194 | Time: 2234.24 ms [2021-11-29 08:34:53 main:574] : INFO : Epoch 1747 | loss: 0.0312251 | val_loss: 0.0312219 | Time: 2229.02 ms [2021-11-29 08:34:55 main:574] : INFO : Epoch 1748 | loss: 0.0312245 | val_loss: 0.0312195 | Time: 2241.74 ms [2021-11-29 08:34:57 main:574] : INFO : Epoch 1749 | loss: 0.0312237 | val_loss: 0.0312228 | Time: 2230.57 ms [2021-11-29 08:35:00 main:574] : INFO : Epoch 1750 | loss: 0.0312241 | val_loss: 0.0312221 | Time: 2246.6 ms [2021-11-29 08:35:02 main:574] : INFO : Epoch 1751 | loss: 0.0312263 | val_loss: 0.0312232 | Time: 2239.68 ms [2021-11-29 08:35:04 main:574] : INFO : Epoch 1752 | loss: 0.0312238 | val_loss: 0.0312192 | Time: 2228.43 ms [2021-11-29 08:35:06 main:574] : INFO : Epoch 1753 | loss: 0.0312239 | val_loss: 0.0312215 | Time: 2238.17 ms [2021-11-29 08:35:09 main:574] : INFO : Epoch 1754 | loss: 0.031225 | val_loss: 0.0312218 | Time: 2276.59 ms [2021-11-29 08:35:11 main:574] : INFO : Epoch 1755 | loss: 0.0312233 | val_loss: 0.0312204 | Time: 2202.59 ms [2021-11-29 08:35:13 main:574] : INFO : Epoch 1756 | loss: 0.0312237 | val_loss: 0.0312223 | Time: 2234.87 ms [2021-11-29 08:35:15 main:574] : INFO : Epoch 1757 | loss: 0.0312247 | val_loss: 0.0312217 | Time: 2239.24 ms [2021-11-29 08:35:18 main:574] : INFO : Epoch 1758 | loss: 0.0312265 | val_loss: 0.0312209 | Time: 2264.7 ms [2021-11-29 08:35:20 main:574] : INFO : Epoch 1759 | loss: 0.0312237 | val_loss: 0.0312203 | Time: 2242.88 ms [2021-11-29 08:35:22 main:574] : INFO : Epoch 1760 | loss: 0.0312239 | val_loss: 0.0312246 | Time: 2246.13 ms [2021-11-29 08:35:24 main:574] : INFO : Epoch 1761 | loss: 0.0312249 | val_loss: 0.0312208 | Time: 2251.65 ms [2021-11-29 08:35:27 main:574] : INFO : Epoch 1762 | loss: 0.0312239 | val_loss: 0.0312294 | Time: 2210.13 ms [2021-11-29 08:35:29 main:574] : INFO : Epoch 1763 | loss: 0.0312255 | val_loss: 0.0312202 | Time: 2231.18 ms [2021-11-29 08:35:31 main:574] : INFO : Epoch 1764 | loss: 0.0312242 | val_loss: 0.0312198 | Time: 2232.67 ms [2021-11-29 08:35:33 main:574] : INFO : Epoch 1765 | loss: 0.0312246 | val_loss: 0.03122 | Time: 2229.39 ms [2021-11-29 08:35:35 main:574] : INFO : Epoch 1766 | loss: 0.0312232 | val_loss: 0.0312197 | Time: 2231.28 ms [2021-11-29 08:35:38 main:574] : INFO : Epoch 1767 | loss: 0.0312238 | val_loss: 0.0312194 | Time: 2226.88 ms [2021-11-29 08:35:40 main:574] : INFO : Epoch 1768 | loss: 0.031226 | val_loss: 0.0312203 | Time: 2240.73 ms [2021-11-29 08:35:42 main:574] : INFO : Epoch 1769 | loss: 0.0312258 | val_loss: 0.0312249 | Time: 2233.73 ms [2021-11-29 08:35:44 main:574] : INFO : Epoch 1770 | loss: 0.0312253 | val_loss: 0.0312245 | Time: 2234.98 ms [2021-11-29 08:35:47 main:574] : INFO : Epoch 1771 | loss: 0.0312249 | val_loss: 0.0312208 | Time: 2214.37 ms [2021-11-29 08:35:49 main:574] : INFO : Epoch 1772 | loss: 0.0312264 | val_loss: 0.0312222 | Time: 2247.53 ms [2021-11-29 08:35:51 main:574] : INFO : Epoch 1773 | loss: 0.0312246 | val_loss: 0.0312201 | Time: 2229.62 ms [2021-11-29 08:35:53 main:574] : INFO : Epoch 1774 | loss: 0.0312242 | val_loss: 0.03122 | Time: 2245.36 ms [2021-11-29 08:35:56 main:574] : INFO : Epoch 1775 | loss: 0.0312242 | val_loss: 0.0312204 | Time: 2221.21 ms [2021-11-29 08:35:58 main:574] : INFO : Epoch 1776 | loss: 0.0312243 | val_loss: 0.0312215 | Time: 2233.8 ms [2021-11-29 08:36:00 main:574] : INFO : Epoch 1777 | loss: 0.0312247 | val_loss: 0.0312206 | Time: 2205.21 ms [2021-11-29 08:36:02 main:574] : INFO : Epoch 1778 | loss: 0.0312233 | val_loss: 0.0312203 | Time: 2213.42 ms [2021-11-29 08:36:05 main:574] : INFO : Epoch 1779 | loss: 0.0312238 | val_loss: 0.0312247 | Time: 2235.59 ms [2021-11-29 08:36:07 main:574] : INFO : Epoch 1780 | loss: 0.0312249 | val_loss: 0.0312219 | Time: 2228.41 ms [2021-11-29 08:36:09 main:574] : INFO : Epoch 1781 | loss: 0.0312244 | val_loss: 0.031221 | Time: 2214.88 ms [2021-11-29 08:36:11 main:574] : INFO : Epoch 1782 | loss: 0.0312257 | val_loss: 0.0312223 | Time: 2260.09 ms [2021-11-29 08:36:13 main:574] : INFO : Epoch 1783 | loss: 0.0312249 | val_loss: 0.0312226 | Time: 2228.82 ms [2021-11-29 08:36:16 main:574] : INFO : Epoch 1784 | loss: 0.031225 | val_loss: 0.031232 | Time: 2245.2 ms [2021-11-29 08:36:18 main:574] : INFO : Epoch 1785 | loss: 0.0312283 | val_loss: 0.0312259 | Time: 2243.29 ms [2021-11-29 08:36:20 main:574] : INFO : Epoch 1786 | loss: 0.0312245 | val_loss: 0.03122 | Time: 2237.53 ms [2021-11-29 08:36:22 main:574] : INFO : Epoch 1787 | loss: 0.0312234 | val_loss: 0.0312199 | Time: 2217.18 ms [2021-11-29 08:36:25 main:574] : INFO : Epoch 1788 | loss: 0.0312234 | val_loss: 0.0312209 | Time: 2226.38 ms [2021-11-29 08:36:27 main:574] : INFO : Epoch 1789 | loss: 0.0312248 | val_loss: 0.0312199 | Time: 2250.42 ms [2021-11-29 08:36:29 main:574] : INFO : Epoch 1790 | loss: 0.0312248 | val_loss: 0.0312196 | Time: 2216.66 ms [2021-11-29 08:36:31 main:574] : INFO : Epoch 1791 | loss: 0.0312246 | val_loss: 0.031223 | Time: 2253.99 ms [2021-11-29 08:36:34 main:574] : INFO : Epoch 1792 | loss: 0.0312244 | val_loss: 0.0312198 | Time: 2224.64 ms [2021-11-29 08:36:36 main:574] : INFO : Epoch 1793 | loss: 0.0312245 | val_loss: 0.0312208 | Time: 2226.89 ms [2021-11-29 08:36:38 main:574] : INFO : Epoch 1794 | loss: 0.0312252 | val_loss: 0.0312201 | Time: 2250.15 ms [2021-11-29 08:36:40 main:574] : INFO : Epoch 1795 | loss: 0.0312233 | val_loss: 0.0312201 | Time: 2205.52 ms [2021-11-29 08:36:43 main:574] : INFO : Epoch 1796 | loss: 0.0312235 | val_loss: 0.03122 | Time: 2233.42 ms [2021-11-29 08:36:45 main:574] : INFO : Epoch 1797 | loss: 0.0312239 | val_loss: 0.0312216 | Time: 2237.56 ms [2021-11-29 08:36:47 main:574] : INFO : Epoch 1798 | loss: 0.0312241 | val_loss: 0.0312203 | Time: 2248.33 ms [2021-11-29 08:36:49 main:574] : INFO : Epoch 1799 | loss: 0.031224 | val_loss: 0.031223 | Time: 2226.37 ms [2021-11-29 08:36:51 main:574] : INFO : Epoch 1800 | loss: 0.0312248 | val_loss: 0.0312231 | Time: 2231.74 ms [2021-11-29 08:36:54 main:574] : INFO : Epoch 1801 | loss: 0.0312258 | val_loss: 0.0312217 | Time: 2254.74 ms [2021-11-29 08:36:56 main:574] : INFO : Epoch 1802 | loss: 0.0312296 | val_loss: 0.0312197 | Time: 2218.66 ms [2021-11-29 08:36:58 main:574] : INFO : Epoch 1803 | loss: 0.0312252 | val_loss: 0.0312202 | Time: 2240.03 ms [2021-11-29 08:37:00 main:574] : INFO : Epoch 1804 | loss: 0.0312238 | val_loss: 0.0312214 | Time: 2234.64 ms [2021-11-29 08:37:03 main:574] : INFO : Epoch 1805 | loss: 0.0312235 | val_loss: 0.0312193 | Time: 2227.04 ms [2021-11-29 08:37:05 main:574] : INFO : Epoch 1806 | loss: 0.0312242 | val_loss: 0.0312205 | Time: 2234.13 ms [2021-11-29 08:37:07 main:574] : INFO : Epoch 1807 | loss: 0.0312241 | val_loss: 0.0312194 | Time: 2254.31 ms [2021-11-29 08:37:09 main:574] : INFO : Epoch 1808 | loss: 0.0312234 | val_loss: 0.0312211 | Time: 2250.24 ms [2021-11-29 08:37:12 main:574] : INFO : Epoch 1809 | loss: 0.0312233 | val_loss: 0.0312212 | Time: 2263.15 ms [2021-11-29 08:37:14 main:574] : INFO : Epoch 1810 | loss: 0.0312246 | val_loss: 0.0312206 | Time: 2222.1 ms [2021-11-29 08:37:16 main:574] : INFO : Epoch 1811 | loss: 0.0312242 | val_loss: 0.0312203 | Time: 2259.72 ms [2021-11-29 08:37:18 main:574] : INFO : Epoch 1812 | loss: 0.0312244 | val_loss: 0.0312193 | Time: 2235.46 ms [2021-11-29 08:37:21 main:574] : INFO : Epoch 1813 | loss: 0.0312238 | val_loss: 0.0312195 | Time: 2234.79 ms [2021-11-29 08:37:23 main:574] : INFO : Epoch 1814 | loss: 0.0312235 | val_loss: 0.0312197 | Time: 2252.59 ms [2021-11-29 08:37:25 main:574] : INFO : Epoch 1815 | loss: 0.0312231 | val_loss: 0.0312219 | Time: 2252.35 ms [2021-11-29 08:37:27 main:574] : INFO : Epoch 1816 | loss: 0.0312235 | val_loss: 0.0312195 | Time: 2257.97 ms [2021-11-29 08:37:30 main:574] : INFO : Epoch 1817 | loss: 0.0312232 | val_loss: 0.0312192 | Time: 2227.98 ms [2021-11-29 08:37:32 main:574] : INFO : Epoch 1818 | loss: 0.0312241 | val_loss: 0.0312194 | Time: 2195.87 ms [2021-11-29 08:37:34 main:574] : INFO : Epoch 1819 | loss: 0.0312245 | val_loss: 0.0312192 | Time: 2225.89 ms [2021-11-29 08:37:36 main:574] : INFO : Epoch 1820 | loss: 0.0312236 | val_loss: 0.0312211 | Time: 2323.35 ms [2021-11-29 08:37:39 main:574] : INFO : Epoch 1821 | loss: 0.0312239 | val_loss: 0.0312196 | Time: 2239.69 ms [2021-11-29 08:37:41 main:574] : INFO : Epoch 1822 | loss: 0.031224 | val_loss: 0.0312228 | Time: 2206.13 ms [2021-11-29 08:37:43 main:574] : INFO : Epoch 1823 | loss: 0.0312245 | val_loss: 0.0312227 | Time: 2206.49 ms [2021-11-29 08:37:45 main:574] : INFO : Epoch 1824 | loss: 0.0312261 | val_loss: 0.0312274 | Time: 2256.7 ms [2021-11-29 08:37:48 main:574] : INFO : Epoch 1825 | loss: 0.0312273 | val_loss: 0.0312229 | Time: 2244.56 ms [2021-11-29 08:37:50 main:574] : INFO : Epoch 1826 | loss: 0.0312256 | val_loss: 0.0312213 | Time: 2242.95 ms [2021-11-29 08:37:52 main:574] : INFO : Epoch 1827 | loss: 0.0312247 | val_loss: 0.0312223 | Time: 2238.84 ms [2021-11-29 08:37:54 main:574] : INFO : Epoch 1828 | loss: 0.0312316 | val_loss: 0.0312282 | Time: 2242.42 ms [2021-11-29 08:37:57 main:574] : INFO : Epoch 1829 | loss: 0.0319035 | val_loss: 0.0321247 | Time: 2193.82 ms [2021-11-29 08:37:59 main:574] : INFO : Epoch 1830 | loss: 0.0345619 | val_loss: 0.0322962 | Time: 2217.67 ms [2021-11-29 08:38:01 main:574] : INFO : Epoch 1831 | loss: 0.0320775 | val_loss: 0.0313846 | Time: 2248.5 ms [2021-11-29 08:38:03 main:574] : INFO : Epoch 1832 | loss: 0.0312975 | val_loss: 0.0312504 | Time: 2232.18 ms [2021-11-29 08:38:05 main:574] : INFO : Epoch 1833 | loss: 0.031241 | val_loss: 0.0312311 | Time: 2238.46 ms [2021-11-29 08:38:08 main:574] : INFO : Epoch 1834 | loss: 0.0312291 | val_loss: 0.031222 | Time: 2254.24 ms [2021-11-29 08:38:10 main:574] : INFO : Epoch 1835 | loss: 0.0312241 | val_loss: 0.0312204 | Time: 2220.36 ms [2021-11-29 08:38:12 main:574] : INFO : Epoch 1836 | loss: 0.0312233 | val_loss: 0.0312197 | Time: 2259.32 ms [2021-11-29 08:38:14 main:574] : INFO : Epoch 1837 | loss: 0.0312233 | val_loss: 0.0312195 | Time: 2205.52 ms [2021-11-29 08:38:17 main:574] : INFO : Epoch 1838 | loss: 0.0312232 | val_loss: 0.0312196 | Time: 2224.33 ms [2021-11-29 08:38:19 main:574] : INFO : Epoch 1839 | loss: 0.0312231 | val_loss: 0.0312195 | Time: 2246.57 ms [2021-11-29 08:38:21 main:574] : INFO : Epoch 1840 | loss: 0.0312231 | val_loss: 0.0312196 | Time: 2250.66 ms [2021-11-29 08:38:23 main:574] : INFO : Epoch 1841 | loss: 0.0312231 | val_loss: 0.0312195 | Time: 2214.36 ms [2021-11-29 08:38:26 main:574] : INFO : Epoch 1842 | loss: 0.031223 | val_loss: 0.0312195 | Time: 2231.15 ms [2021-11-29 08:38:28 main:574] : INFO : Epoch 1843 | loss: 0.0312231 | val_loss: 0.0312195 | Time: 2222.62 ms [2021-11-29 08:38:30 main:574] : INFO : Epoch 1844 | loss: 0.0312241 | val_loss: 0.0312203 | Time: 2237.16 ms [2021-11-29 08:38:32 main:574] : INFO : Epoch 1845 | loss: 0.0312236 | val_loss: 0.0312204 | Time: 2255.94 ms [2021-11-29 08:38:35 main:574] : INFO : Epoch 1846 | loss: 0.0312232 | val_loss: 0.0312196 | Time: 2206.3 ms [2021-11-29 08:38:37 main:574] : INFO : Epoch 1847 | loss: 0.0312235 | val_loss: 0.0312219 | Time: 2205.89 ms [2021-11-29 08:38:39 main:574] : INFO : Epoch 1848 | loss: 0.0312236 | val_loss: 0.03122 | Time: 2209.93 ms [2021-11-29 08:38:41 main:574] : INFO : Epoch 1849 | loss: 0.0312231 | val_loss: 0.0312197 | Time: 2222.03 ms [2021-11-29 08:38:43 main:574] : INFO : Epoch 1850 | loss: 0.0312233 | val_loss: 0.0312218 | Time: 2271.51 ms [2021-11-29 08:38:46 main:574] : INFO : Epoch 1851 | loss: 0.031224 | val_loss: 0.0312198 | Time: 2224.67 ms [2021-11-29 08:38:48 main:574] : INFO : Epoch 1852 | loss: 0.0312232 | val_loss: 0.0312203 | Time: 2253.79 ms [2021-11-29 08:38:50 main:574] : INFO : Epoch 1853 | loss: 0.0312229 | val_loss: 0.0312196 | Time: 2221.52 ms [2021-11-29 08:38:52 main:574] : INFO : Epoch 1854 | loss: 0.031223 | val_loss: 0.0312197 | Time: 2224.8 ms [2021-11-29 08:38:55 main:574] : INFO : Epoch 1855 | loss: 0.0312231 | val_loss: 0.0312207 | Time: 2219.76 ms [2021-11-29 08:38:57 main:574] : INFO : Epoch 1856 | loss: 0.0312235 | val_loss: 0.0312204 | Time: 2223.47 ms [2021-11-29 08:38:59 main:574] : INFO : Epoch 1857 | loss: 0.0312233 | val_loss: 0.0312195 | Time: 2195.66 ms [2021-11-29 08:39:01 main:574] : INFO : Epoch 1858 | loss: 0.0312233 | val_loss: 0.0312198 | Time: 2245.38 ms [2021-11-29 08:39:04 main:574] : INFO : Epoch 1859 | loss: 0.031224 | val_loss: 0.0312204 | Time: 2248.92 ms [2021-11-29 08:39:06 main:574] : INFO : Epoch 1860 | loss: 0.0312235 | val_loss: 0.0312202 | Time: 2228.97 ms [2021-11-29 08:39:08 main:574] : INFO : Epoch 1861 | loss: 0.0312233 | val_loss: 0.0312196 | Time: 2236.85 ms [2021-11-29 08:39:10 main:574] : INFO : Epoch 1862 | loss: 0.0312235 | val_loss: 0.031221 | Time: 2214.95 ms [2021-11-29 08:39:13 main:574] : INFO : Epoch 1863 | loss: 0.0312242 | val_loss: 0.0312198 | Time: 2248.82 ms [2021-11-29 08:39:15 main:574] : INFO : Epoch 1864 | loss: 0.0312237 | val_loss: 0.0312197 | Time: 2236.97 ms [2021-11-29 08:39:17 main:574] : INFO : Epoch 1865 | loss: 0.031223 | val_loss: 0.0312197 | Time: 2250.47 ms [2021-11-29 08:39:19 main:574] : INFO : Epoch 1866 | loss: 0.0312228 | val_loss: 0.0312195 | Time: 2232.67 ms [2021-11-29 08:39:21 main:574] : INFO : Epoch 1867 | loss: 0.0312228 | val_loss: 0.0312195 | Time: 2254.09 ms [2021-11-29 08:39:24 main:574] : INFO : Epoch 1868 | loss: 0.031223 | val_loss: 0.0312195 | Time: 2253.9 ms [2021-11-29 08:39:26 main:574] : INFO : Epoch 1869 | loss: 0.0312229 | val_loss: 0.0312196 | Time: 2257.56 ms [2021-11-29 08:39:28 main:574] : INFO : Epoch 1870 | loss: 0.0312233 | val_loss: 0.0312201 | Time: 2211.14 ms [2021-11-29 08:39:30 main:574] : INFO : Epoch 1871 | loss: 0.031223 | val_loss: 0.0312202 | Time: 2232.21 ms [2021-11-29 08:39:33 main:574] : INFO : Epoch 1872 | loss: 0.0312233 | val_loss: 0.0312198 | Time: 2265.28 ms [2021-11-29 08:39:35 main:574] : INFO : Epoch 1873 | loss: 0.0312231 | val_loss: 0.0312206 | Time: 2207.46 ms [2021-11-29 08:39:37 main:574] : INFO : Epoch 1874 | loss: 0.0312234 | val_loss: 0.0312203 | Time: 2232.6 ms [2021-11-29 08:39:39 main:574] : INFO : Epoch 1875 | loss: 0.0312232 | val_loss: 0.0312198 | Time: 2249.11 ms [2021-11-29 08:39:42 main:574] : INFO : Epoch 1876 | loss: 0.0312231 | val_loss: 0.03122 | Time: 2237.93 ms [2021-11-29 08:39:44 main:574] : INFO : Epoch 1877 | loss: 0.0312231 | val_loss: 0.0312203 | Time: 2221.01 ms [2021-11-29 08:39:46 main:574] : INFO : Epoch 1878 | loss: 0.031223 | val_loss: 0.0312209 | Time: 2266.15 ms [2021-11-29 08:39:48 main:574] : INFO : Epoch 1879 | loss: 0.031223 | val_loss: 0.0312195 | Time: 2262.82 ms [2021-11-29 08:39:51 main:574] : INFO : Epoch 1880 | loss: 0.031223 | val_loss: 0.0312196 | Time: 2234.69 ms [2021-11-29 08:39:53 main:574] : INFO : Epoch 1881 | loss: 0.0312235 | val_loss: 0.0312207 | Time: 2214.14 ms [2021-11-29 08:39:55 main:574] : INFO : Epoch 1882 | loss: 0.0312233 | val_loss: 0.03122 | Time: 2243.32 ms [2021-11-29 08:39:57 main:574] : INFO : Epoch 1883 | loss: 0.0312235 | val_loss: 0.0312209 | Time: 2222.15 ms [2021-11-29 08:40:00 main:574] : INFO : Epoch 1884 | loss: 0.0312243 | val_loss: 0.0312208 | Time: 2249.74 ms [2021-11-29 08:40:02 main:574] : INFO : Epoch 1885 | loss: 0.0312232 | val_loss: 0.0312199 | Time: 2236.76 ms [2021-11-29 08:40:04 main:574] : INFO : Epoch 1886 | loss: 0.0312232 | val_loss: 0.0312196 | Time: 2224.82 ms [2021-11-29 08:40:06 main:574] : INFO : Epoch 1887 | loss: 0.0312229 | val_loss: 0.0312197 | Time: 2236.32 ms [2021-11-29 08:40:09 main:574] : INFO : Epoch 1888 | loss: 0.0312229 | val_loss: 0.0312195 | Time: 2229.16 ms [2021-11-29 08:40:11 main:574] : INFO : Epoch 1889 | loss: 0.0312229 | val_loss: 0.0312197 | Time: 2223.44 ms [2021-11-29 08:40:13 main:574] : INFO : Epoch 1890 | loss: 0.0312235 | val_loss: 0.0312204 | Time: 2235.7 ms [2021-11-29 08:40:15 main:574] : INFO : Epoch 1891 | loss: 0.0312251 | val_loss: 0.0312244 | Time: 2225.2 ms [2021-11-29 08:40:17 main:574] : INFO : Epoch 1892 | loss: 0.0312241 | val_loss: 0.0312201 | Time: 2247.92 ms [2021-11-29 08:40:20 main:574] : INFO : Epoch 1893 | loss: 0.0312231 | val_loss: 0.0312195 | Time: 2234.34 ms [2021-11-29 08:40:22 main:574] : INFO : Epoch 1894 | loss: 0.031223 | val_loss: 0.0312198 | Time: 2245.62 ms [2021-11-29 08:40:24 main:574] : INFO : Epoch 1895 | loss: 0.0312232 | val_loss: 0.0312198 | Time: 2215.7 ms [2021-11-29 08:40:26 main:574] : INFO : Epoch 1896 | loss: 0.0312234 | val_loss: 0.03122 | Time: 2237.34 ms [2021-11-29 08:40:29 main:574] : INFO : Epoch 1897 | loss: 0.0312229 | val_loss: 0.0312209 | Time: 2206.49 ms [2021-11-29 08:40:31 main:574] : INFO : Epoch 1898 | loss: 0.0312233 | val_loss: 0.0312198 | Time: 2232.36 ms [2021-11-29 08:40:33 main:574] : INFO : Epoch 1899 | loss: 0.0312229 | val_loss: 0.0312202 | Time: 2260.9 ms [2021-11-29 08:40:35 main:574] : INFO : Epoch 1900 | loss: 0.0312237 | val_loss: 0.0312205 | Time: 2220.99 ms [2021-11-29 08:40:38 main:574] : INFO : Epoch 1901 | loss: 0.0312233 | val_loss: 0.0312197 | Time: 2260.91 ms [2021-11-29 08:40:40 main:574] : INFO : Epoch 1902 | loss: 0.031223 | val_loss: 0.0312201 | Time: 2204.16 ms [2021-11-29 08:40:42 main:574] : INFO : Epoch 1903 | loss: 0.0312229 | val_loss: 0.0312195 | Time: 2262.72 ms [2021-11-29 08:40:44 main:574] : INFO : Epoch 1904 | loss: 0.0312229 | val_loss: 0.0312198 | Time: 2223.01 ms [2021-11-29 08:40:47 main:574] : INFO : Epoch 1905 | loss: 0.0312231 | val_loss: 0.0312198 | Time: 2235.33 ms [2021-11-29 08:40:49 main:574] : INFO : Epoch 1906 | loss: 0.031223 | val_loss: 0.0312196 | Time: 2225.28 ms [2021-11-29 08:40:51 main:574] : INFO : Epoch 1907 | loss: 0.0312231 | val_loss: 0.03122 | Time: 2217.42 ms [2021-11-29 08:40:53 main:574] : INFO : Epoch 1908 | loss: 0.0312233 | val_loss: 0.0312199 | Time: 2245.25 ms [2021-11-29 08:40:56 main:574] : INFO : Epoch 1909 | loss: 0.0312231 | val_loss: 0.0312203 | Time: 2239.54 ms [2021-11-29 08:40:58 main:574] : INFO : Epoch 1910 | loss: 0.0312236 | val_loss: 0.0312212 | Time: 2233.22 ms [2021-11-29 08:41:00 main:574] : INFO : Epoch 1911 | loss: 0.0312234 | val_loss: 0.0312199 | Time: 2225.06 ms [2021-11-29 08:41:02 main:574] : INFO : Epoch 1912 | loss: 0.0312232 | val_loss: 0.0312196 | Time: 2228.98 ms [2021-11-29 08:41:04 main:574] : INFO : Epoch 1913 | loss: 0.031223 | val_loss: 0.0312201 | Time: 2203.6 ms [2021-11-29 08:41:07 main:574] : INFO : Epoch 1914 | loss: 0.0312234 | val_loss: 0.0312221 | Time: 2251.66 ms [2021-11-29 08:41:09 main:574] : INFO : Epoch 1915 | loss: 0.0312241 | val_loss: 0.0312209 | Time: 2222.96 ms [2021-11-29 08:41:11 main:574] : INFO : Epoch 1916 | loss: 0.0312234 | val_loss: 0.0312202 | Time: 2237 ms [2021-11-29 08:41:13 main:574] : INFO : Epoch 1917 | loss: 0.0312236 | val_loss: 0.0312207 | Time: 2221.22 ms [2021-11-29 08:41:16 main:574] : INFO : Epoch 1918 | loss: 0.0312239 | val_loss: 0.0312208 | Time: 2239.54 ms [2021-11-29 08:41:18 main:574] : INFO : Epoch 1919 | loss: 0.0312241 | val_loss: 0.0312208 | Time: 2250.08 ms [2021-11-29 08:41:20 main:574] : INFO : Epoch 1920 | loss: 0.0312239 | val_loss: 0.0312196 | Time: 2221.86 ms [2021-11-29 08:41:22 main:574] : INFO : Epoch 1921 | loss: 0.0312235 | val_loss: 0.0312202 | Time: 2238.17 ms [2021-11-29 08:41:25 main:574] : INFO : Epoch 1922 | loss: 0.031223 | val_loss: 0.0312196 | Time: 2239.25 ms [2021-11-29 08:41:27 main:574] : INFO : Epoch 1923 | loss: 0.031223 | val_loss: 0.0312195 | Time: 2254.49 ms [2021-11-29 08:41:29 main:574] : INFO : Epoch 1924 | loss: 0.0312234 | val_loss: 0.03122 | Time: 2222.51 ms [2021-11-29 08:41:31 main:574] : INFO : Epoch 1925 | loss: 0.0312229 | val_loss: 0.0312195 | Time: 2237.79 ms [2021-11-29 08:41:34 main:574] : INFO : Epoch 1926 | loss: 0.0312233 | val_loss: 0.0312217 | Time: 2234.01 ms [2021-11-29 08:41:36 main:574] : INFO : Epoch 1927 | loss: 0.0312234 | val_loss: 0.03122 | Time: 2212.69 ms [2021-11-29 08:41:38 main:574] : INFO : Epoch 1928 | loss: 0.0312245 | val_loss: 0.0312226 | Time: 2248.22 ms [2021-11-29 08:41:40 main:574] : INFO : Epoch 1929 | loss: 0.0312246 | val_loss: 0.0312195 | Time: 2231.18 ms [2021-11-29 08:41:42 main:574] : INFO : Epoch 1930 | loss: 0.031224 | val_loss: 0.0312207 | Time: 2200.66 ms [2021-11-29 08:41:45 main:574] : INFO : Epoch 1931 | loss: 0.0312236 | val_loss: 0.0312199 | Time: 2230.03 ms [2021-11-29 08:41:47 main:574] : INFO : Epoch 1932 | loss: 0.031224 | val_loss: 0.0312201 | Time: 2237.41 ms [2021-11-29 08:41:49 main:574] : INFO : Epoch 1933 | loss: 0.0312233 | val_loss: 0.0312201 | Time: 2236.62 ms [2021-11-29 08:41:51 main:574] : INFO : Epoch 1934 | loss: 0.031223 | val_loss: 0.0312197 | Time: 2253.63 ms [2021-11-29 08:41:54 main:574] : INFO : Epoch 1935 | loss: 0.0312231 | val_loss: 0.03122 | Time: 2227 ms [2021-11-29 08:41:56 main:574] : INFO : Epoch 1936 | loss: 0.0312229 | val_loss: 0.0312195 | Time: 2220.07 ms [2021-11-29 08:41:58 main:574] : INFO : Epoch 1937 | loss: 0.0312241 | val_loss: 0.0312222 | Time: 2239.04 ms [2021-11-29 08:42:00 main:574] : INFO : Epoch 1938 | loss: 0.0312233 | val_loss: 0.0312197 | Time: 2249.36 ms [2021-11-29 08:42:03 main:574] : INFO : Epoch 1939 | loss: 0.0312237 | val_loss: 0.0312204 | Time: 2240.3 ms [2021-11-29 08:42:05 main:574] : INFO : Epoch 1940 | loss: 0.031223 | val_loss: 0.03122 | Time: 2252 ms [2021-11-29 08:42:07 main:574] : INFO : Epoch 1941 | loss: 0.0312239 | val_loss: 0.0312207 | Time: 2248.02 ms [2021-11-29 08:42:09 main:574] : INFO : Epoch 1942 | loss: 0.0312237 | val_loss: 0.0312201 | Time: 2221.59 ms [2021-11-29 08:42:12 main:574] : INFO : Epoch 1943 | loss: 0.0312233 | val_loss: 0.0312196 | Time: 2229.67 ms [2021-11-29 08:42:14 main:574] : INFO : Epoch 1944 | loss: 0.0312235 | val_loss: 0.031221 | Time: 2225.58 ms [2021-11-29 08:42:16 main:574] : INFO : Epoch 1945 | loss: 0.0312236 | val_loss: 0.0312202 | Time: 2235.27 ms [2021-11-29 08:42:18 main:574] : INFO : Epoch 1946 | loss: 0.0312233 | val_loss: 0.0312197 | Time: 2234.06 ms [2021-11-29 08:42:20 main:574] : INFO : Epoch 1947 | loss: 0.0312232 | val_loss: 0.03122 | Time: 2216.77 ms [2021-11-29 08:42:23 main:574] : INFO : Epoch 1948 | loss: 0.0312238 | val_loss: 0.03122 | Time: 2234.57 ms [2021-11-29 08:42:25 main:574] : INFO : Epoch 1949 | loss: 0.0312229 | val_loss: 0.0312196 | Time: 2223.04 ms [2021-11-29 08:42:27 main:574] : INFO : Epoch 1950 | loss: 0.0312245 | val_loss: 0.0312207 | Time: 2228.6 ms [2021-11-29 08:42:29 main:574] : INFO : Epoch 1951 | loss: 0.0312239 | val_loss: 0.03122 | Time: 2203.73 ms [2021-11-29 08:42:32 main:574] : INFO : Epoch 1952 | loss: 0.0312234 | val_loss: 0.0312213 | Time: 2243.76 ms [2021-11-29 08:42:34 main:574] : INFO : Epoch 1953 | loss: 0.0312235 | val_loss: 0.0312209 | Time: 2254.94 ms [2021-11-29 08:42:36 main:574] : INFO : Epoch 1954 | loss: 0.031224 | val_loss: 0.0312204 | Time: 2248.19 ms [2021-11-29 08:42:38 main:574] : INFO : Epoch 1955 | loss: 0.0312233 | val_loss: 0.0312205 | Time: 2238.45 ms [2021-11-29 08:42:41 main:574] : INFO : Epoch 1956 | loss: 0.0312242 | val_loss: 0.0312208 | Time: 2241.55 ms [2021-11-29 08:42:43 main:574] : INFO : Epoch 1957 | loss: 0.0312231 | val_loss: 0.031221 | Time: 2219.95 ms [2021-11-29 08:42:45 main:574] : INFO : Epoch 1958 | loss: 0.0312258 | val_loss: 0.0312202 | Time: 2259.93 ms [2021-11-29 08:42:47 main:574] : INFO : Epoch 1959 | loss: 0.0312247 | val_loss: 0.0312199 | Time: 2238.84 ms [2021-11-29 08:42:50 main:574] : INFO : Epoch 1960 | loss: 0.0312237 | val_loss: 0.0312197 | Time: 2237.52 ms [2021-11-29 08:42:52 main:574] : INFO : Epoch 1961 | loss: 0.0312234 | val_loss: 0.031221 | Time: 2259.34 ms [2021-11-29 08:42:54 main:574] : INFO : Epoch 1962 | loss: 0.0312239 | val_loss: 0.0312198 | Time: 2279.58 ms [2021-11-29 08:42:56 main:574] : INFO : Epoch 1963 | loss: 0.0312236 | val_loss: 0.0312196 | Time: 2253.33 ms [2021-11-29 08:42:59 main:574] : INFO : Epoch 1964 | loss: 0.0312238 | val_loss: 0.0312222 | Time: 2204.2 ms [2021-11-29 08:43:01 main:574] : INFO : Epoch 1965 | loss: 0.0312244 | val_loss: 0.0312208 | Time: 2232.04 ms [2021-11-29 08:43:03 main:574] : INFO : Epoch 1966 | loss: 0.0312237 | val_loss: 0.0312207 | Time: 2263.17 ms [2021-11-29 08:43:05 main:574] : INFO : Epoch 1967 | loss: 0.0312232 | val_loss: 0.0312208 | Time: 2227.49 ms [2021-11-29 08:43:08 main:574] : INFO : Epoch 1968 | loss: 0.0312246 | val_loss: 0.0312196 | Time: 2225.53 ms [2021-11-29 08:43:10 main:574] : INFO : Epoch 1969 | loss: 0.0312239 | val_loss: 0.0312212 | Time: 2248 ms [2021-11-29 08:43:12 main:574] : INFO : Epoch 1970 | loss: 0.0312247 | val_loss: 0.0312203 | Time: 2260.73 ms [2021-11-29 08:43:14 main:574] : INFO : Epoch 1971 | loss: 0.0312244 | val_loss: 0.0312201 | Time: 2232.42 ms [2021-11-29 08:43:17 main:574] : INFO : Epoch 1972 | loss: 0.0312237 | val_loss: 0.0312206 | Time: 2229.07 ms [2021-11-29 08:43:19 main:574] : INFO : Epoch 1973 | loss: 0.0312238 | val_loss: 0.031221 | Time: 2233.62 ms [2021-11-29 08:43:21 main:574] : INFO : Epoch 1974 | loss: 0.0312232 | val_loss: 0.0312209 | Time: 2247.91 ms [2021-11-29 08:43:23 main:574] : INFO : Epoch 1975 | loss: 0.0312235 | val_loss: 0.0312195 | Time: 2218.45 ms [2021-11-29 08:43:25 main:574] : INFO : Epoch 1976 | loss: 0.031223 | val_loss: 0.0312202 | Time: 2228.76 ms [2021-11-29 08:43:28 main:574] : INFO : Epoch 1977 | loss: 0.0312229 | val_loss: 0.0312211 | Time: 2249.34 ms [2021-11-29 08:43:30 main:574] : INFO : Epoch 1978 | loss: 0.0312233 | val_loss: 0.0312198 | Time: 2237.91 ms [2021-11-29 08:43:32 main:574] : INFO : Epoch 1979 | loss: 0.0312231 | val_loss: 0.0312203 | Time: 2233.93 ms [2021-11-29 08:43:34 main:574] : INFO : Epoch 1980 | loss: 0.0312234 | val_loss: 0.0312211 | Time: 2266.14 ms [2021-11-29 08:43:37 main:574] : INFO : Epoch 1981 | loss: 0.0312237 | val_loss: 0.03122 | Time: 2208.76 ms [2021-11-29 08:43:39 main:574] : INFO : Epoch 1982 | loss: 0.0312234 | val_loss: 0.0312198 | Time: 2235.89 ms [2021-11-29 08:43:41 main:574] : INFO : Epoch 1983 | loss: 0.0312238 | val_loss: 0.0312202 | Time: 2230.09 ms [2021-11-29 08:43:43 main:574] : INFO : Epoch 1984 | loss: 0.0312235 | val_loss: 0.0312201 | Time: 2230.8 ms [2021-11-29 08:43:46 main:574] : INFO : Epoch 1985 | loss: 0.0312236 | val_loss: 0.0312238 | Time: 2219.73 ms [2021-11-29 08:43:48 main:574] : INFO : Epoch 1986 | loss: 0.0312244 | val_loss: 0.0312199 | Time: 2236.69 ms [2021-11-29 08:43:50 main:574] : INFO : Epoch 1987 | loss: 0.0312246 | val_loss: 0.0312195 | Time: 2229.27 ms [2021-11-29 08:43:52 main:574] : INFO : Epoch 1988 | loss: 0.031224 | val_loss: 0.0312225 | Time: 2233.97 ms [2021-11-29 08:43:55 main:574] : INFO : Epoch 1989 | loss: 0.031224 | val_loss: 0.0312213 | Time: 2207.79 ms [2021-11-29 08:43:57 main:574] : INFO : Epoch 1990 | loss: 0.0312243 | val_loss: 0.0312206 | Time: 2257.54 ms [2021-11-29 08:43:59 main:574] : INFO : Epoch 1991 | loss: 0.0312234 | val_loss: 0.0312205 | Time: 2225.53 ms [2021-11-29 08:44:01 main:574] : INFO : Epoch 1992 | loss: 0.0312235 | val_loss: 0.0312209 | Time: 2248.56 ms [2021-11-29 08:44:04 main:574] : INFO : Epoch 1993 | loss: 0.0312238 | val_loss: 0.0312207 | Time: 2243.42 ms [2021-11-29 08:44:06 main:574] : INFO : Epoch 1994 | loss: 0.0312235 | val_loss: 0.0312199 | Time: 2211.09 ms [2021-11-29 08:44:08 main:574] : INFO : Epoch 1995 | loss: 0.0312233 | val_loss: 0.03122 | Time: 2224.41 ms [2021-11-29 08:44:10 main:574] : INFO : Epoch 1996 | loss: 0.0312237 | val_loss: 0.0312198 | Time: 2242.61 ms [2021-11-29 08:44:12 main:574] : INFO : Epoch 1997 | loss: 0.0312232 | val_loss: 0.0312197 | Time: 2208.48 ms [2021-11-29 08:44:15 main:574] : INFO : Epoch 1998 | loss: 0.0312236 | val_loss: 0.0312211 | Time: 2253.27 ms [2021-11-29 08:44:17 main:574] : INFO : Epoch 1999 | loss: 0.0312235 | val_loss: 0.0312201 | Time: 2220.07 ms [2021-11-29 08:44:19 main:574] : INFO : Epoch 2000 | loss: 0.0312231 | val_loss: 0.0312199 | Time: 2239.17 ms [2021-11-29 08:44:21 main:574] : INFO : Epoch 2001 | loss: 0.0312234 | val_loss: 0.0312195 | Time: 2257.73 ms [2021-11-29 08:44:24 main:574] : INFO : Epoch 2002 | loss: 0.031223 | val_loss: 0.0312213 | Time: 2246.12 ms [2021-11-29 08:44:26 main:574] : INFO : Epoch 2003 | loss: 0.0312236 | val_loss: 0.0312198 | Time: 2225.76 ms [2021-11-29 08:44:28 main:574] : INFO : Epoch 2004 | loss: 0.0312231 | val_loss: 0.0312198 | Time: 2253.05 ms [2021-11-29 08:44:30 main:574] : INFO : Epoch 2005 | loss: 0.0312236 | val_loss: 0.0312205 | Time: 2212.31 ms [2021-11-29 08:44:33 main:574] : INFO : Epoch 2006 | loss: 0.0312233 | val_loss: 0.03122 | Time: 2188 ms [2021-11-29 08:44:35 main:574] : INFO : Epoch 2007 | loss: 0.0312231 | val_loss: 0.0312197 | Time: 2218.79 ms [2021-11-29 08:44:37 main:574] : INFO : Epoch 2008 | loss: 0.0312233 | val_loss: 0.0312195 | Time: 2262.59 ms [2021-11-29 08:44:39 main:574] : INFO : Epoch 2009 | loss: 0.031224 | val_loss: 0.0312211 | Time: 2279.38 ms [2021-11-29 08:44:42 main:574] : INFO : Epoch 2010 | loss: 0.0312281 | val_loss: 0.0312217 | Time: 2232.73 ms [2021-11-29 08:44:44 main:574] : INFO : Epoch 2011 | loss: 0.031226 | val_loss: 0.0312203 | Time: 2244.36 ms [2021-11-29 08:44:46 main:574] : INFO : Epoch 2012 | loss: 0.0312239 | val_loss: 0.0312209 | Time: 2223.05 ms [2021-11-29 08:44:48 main:574] : INFO : Epoch 2013 | loss: 0.0312235 | val_loss: 0.0312196 | Time: 2225.58 ms [2021-11-29 08:44:51 main:574] : INFO : Epoch 2014 | loss: 0.0312238 | val_loss: 0.0312203 | Time: 2255.41 ms [2021-11-29 08:44:53 main:574] : INFO : Epoch 2015 | loss: 0.0312233 | val_loss: 0.03122 | Time: 2225.9 ms [2021-11-29 08:44:55 main:574] : INFO : Epoch 2016 | loss: 0.0312231 | val_loss: 0.0312198 | Time: 2233.24 ms [2021-11-29 08:44:57 main:574] : INFO : Epoch 2017 | loss: 0.0312234 | val_loss: 0.0312204 | Time: 2250.72 ms [2021-11-29 08:44:59 main:574] : INFO : Epoch 2018 | loss: 0.0312246 | val_loss: 0.0312204 | Time: 2232.93 ms [2021-11-29 08:45:02 main:574] : INFO : Epoch 2019 | loss: 0.0312235 | val_loss: 0.0312206 | Time: 2230.25 ms [2021-11-29 08:45:04 main:574] : INFO : Epoch 2020 | loss: 0.0312232 | val_loss: 0.0312201 | Time: 2245.34 ms [2021-11-29 08:45:06 main:574] : INFO : Epoch 2021 | loss: 0.0312233 | val_loss: 0.0312199 | Time: 2243.86 ms [2021-11-29 08:45:08 main:574] : INFO : Epoch 2022 | loss: 0.0312237 | val_loss: 0.0312198 | Time: 2224.64 ms [2021-11-29 08:45:10 main:574] : INFO : Epoch 2023 | loss: 0.0312232 | val_loss: 0.0312206 | Time: 1714.05 ms [2021-11-29 08:45:12 main:574] : INFO : Epoch 2024 | loss: 0.0312232 | val_loss: 0.03122 | Time: 1547.06 ms [2021-11-29 08:45:13 main:574] : INFO : Epoch 2025 | loss: 0.0312229 | val_loss: 0.0312195 | Time: 1684.29 ms [2021-11-29 08:45:15 main:574] : INFO : Epoch 2026 | loss: 0.0312231 | val_loss: 0.0312206 | Time: 1701.66 ms [2021-11-29 08:45:17 main:574] : INFO : Epoch 2027 | loss: 0.0312231 | val_loss: 0.0312196 | Time: 1654.09 ms [2021-11-29 08:45:18 main:574] : INFO : Epoch 2028 | loss: 0.0312232 | val_loss: 0.0312201 | Time: 1630.38 ms [2021-11-29 08:45:20 main:574] : INFO : Epoch 2029 | loss: 0.031224 | val_loss: 0.0312198 | Time: 2090.64 ms [2021-11-29 08:45:23 main:574] : INFO : Epoch 2030 | loss: 0.0312231 | val_loss: 0.0312206 | Time: 2223.25 ms [2021-11-29 08:45:25 main:574] : INFO : Epoch 2031 | loss: 0.0312231 | val_loss: 0.0312195 | Time: 2226.71 ms [2021-11-29 08:45:27 main:574] : INFO : Epoch 2032 | loss: 0.0312232 | val_loss: 0.0312198 | Time: 2239.25 ms [2021-11-29 08:45:29 main:574] : INFO : Epoch 2033 | loss: 0.0312233 | val_loss: 0.0312196 | Time: 2234.89 ms [2021-11-29 08:45:32 main:574] : INFO : Epoch 2034 | loss: 0.0312233 | val_loss: 0.0312199 | Time: 2204.4 ms [2021-11-29 08:45:34 main:574] : INFO : Epoch 2035 | loss: 0.0312232 | val_loss: 0.0312195 | Time: 2235.3 ms [2021-11-29 08:45:36 main:574] : INFO : Epoch 2036 | loss: 0.0312234 | val_loss: 0.0312206 | Time: 2259.5 ms [2021-11-29 08:45:38 main:574] : INFO : Epoch 2037 | loss: 0.0312232 | val_loss: 0.0312206 | Time: 2248.25 ms [2021-11-29 08:45:41 main:574] : INFO : Epoch 2038 | loss: 0.0312235 | val_loss: 0.0312199 | Time: 2219.95 ms [2021-11-29 08:45:43 main:574] : INFO : Epoch 2039 | loss: 0.0312239 | val_loss: 0.0312229 | Time: 2241.5 ms [2021-11-29 08:45:45 main:574] : INFO : Epoch 2040 | loss: 0.0312243 | val_loss: 0.0312204 | Time: 2225.48 ms [2021-11-29 08:45:47 main:574] : INFO : Epoch 2041 | loss: 0.0312239 | val_loss: 0.0312211 | Time: 2256.88 ms [2021-11-29 08:45:50 main:574] : INFO : Epoch 2042 | loss: 0.0312237 | val_loss: 0.0312204 | Time: 2257.85 ms [2021-11-29 08:45:52 main:574] : INFO : Epoch 2043 | loss: 0.0312241 | val_loss: 0.0312212 | Time: 2229.56 ms [2021-11-29 08:45:54 main:574] : INFO : Epoch 2044 | loss: 0.0312236 | val_loss: 0.0312206 | Time: 2234.47 ms [2021-11-29 08:45:56 main:574] : INFO : Epoch 2045 | loss: 0.0312236 | val_loss: 0.0312214 | Time: 2251.34 ms [2021-11-29 08:45:59 main:574] : INFO : Epoch 2046 | loss: 0.031224 | val_loss: 0.0312228 | Time: 2280.36 ms [2021-11-29 08:46:01 main:574] : INFO : Epoch 2047 | loss: 0.031224 | val_loss: 0.0312209 | Time: 2213.17 ms [2021-11-29 08:46:03 main:574] : INFO : Epoch 2048 | loss: 0.0312231 | val_loss: 0.0312208 | Time: 2216.57 ms [2021-11-29 08:46:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312208 [2021-11-29 08:46:03 main:603] : INFO : Saving end state to config to file [2021-11-29 08:46:03 main:608] : INFO : Success, exiting.. 08:46:03 (2400): 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)