Task 14593142
| Name | ParityModified-1647041287-30364-3-0_0 |
| Workunit | 11615692 |
| Created | 10 Apr 2022, 0:34:08 UTC |
| Sent | 11 Apr 2022, 0:10:47 UTC |
| Report deadline | 19 Apr 2022, 0:10:47 UTC |
| Received | 11 Apr 2022, 3:25:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 26 min 23 sec |
| CPU time | 1 hours 24 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310356 | val_loss: 0.0311186 | Time: 2489.13 ms
[2022-04-10 22:04:28 main:574] : INFO : Epoch 1543 | loss: 0.031043 | val_loss: 0.0311175 | Time: 2482.17 ms
[2022-04-10 22:04:31 main:574] : INFO : Epoch 1544 | loss: 0.0310402 | val_loss: 0.0311237 | Time: 2477.26 ms
[2022-04-10 22:04:34 main:574] : INFO : Epoch 1545 | loss: 0.0310341 | val_loss: 0.0311104 | Time: 2487.04 ms
[2022-04-10 22:04:36 main:574] : INFO : Epoch 1546 | loss: 0.0310355 | val_loss: 0.0311139 | Time: 2483.52 ms
[2022-04-10 22:04:39 main:574] : INFO : Epoch 1547 | loss: 0.0310334 | val_loss: 0.0311247 | Time: 2483.03 ms
[2022-04-10 22:04:41 main:574] : INFO : Epoch 1548 | loss: 0.0310334 | val_loss: 0.0311125 | Time: 2484.27 ms
[2022-04-10 22:04:44 main:574] : INFO : Epoch 1549 | loss: 0.0310289 | val_loss: 0.0311275 | Time: 2481.47 ms
[2022-04-10 22:04:46 main:574] : INFO : Epoch 1550 | loss: 0.0310332 | val_loss: 0.0311129 | Time: 2481.07 ms
[2022-04-10 22:04:49 main:574] : INFO : Epoch 1551 | loss: 0.0310321 | val_loss: 0.0311272 | Time: 2483.61 ms
[2022-04-10 22:04:51 main:574] : INFO : Epoch 1552 | loss: 0.0310343 | val_loss: 0.0311222 | Time: 2482.08 ms
[2022-04-10 22:04:54 main:574] : INFO : Epoch 1553 | loss: 0.0310323 | val_loss: 0.0311292 | Time: 2486.2 ms
[2022-04-10 22:04:56 main:574] : INFO : Epoch 1554 | loss: 0.0310307 | val_loss: 0.0311196 | Time: 2483.93 ms
[2022-04-10 22:04:59 main:574] : INFO : Epoch 1555 | loss: 0.0310285 | val_loss: 0.0311157 | Time: 2489.18 ms
[2022-04-10 22:05:01 main:574] : INFO : Epoch 1556 | loss: 0.0310355 | val_loss: 0.0311204 | Time: 2480.39 ms
[2022-04-10 22:05:04 main:574] : INFO : Epoch 1557 | loss: 0.0310295 | val_loss: 0.0311222 | Time: 2482.27 ms
[2022-04-10 22:05:06 main:574] : INFO : Epoch 1558 | loss: 0.0310279 | val_loss: 0.0311144 | Time: 2481.92 ms
[2022-04-10 22:05:09 main:574] : INFO : Epoch 1559 | loss: 0.031026 | val_loss: 0.0311162 | Time: 2488.15 ms
[2022-04-10 22:05:12 main:574] : INFO : Epoch 1560 | loss: 0.0310259 | val_loss: 0.0311108 | Time: 2475.56 ms
[2022-04-10 22:05:14 main:574] : INFO : Epoch 1561 | loss: 0.0310244 | val_loss: 0.0311298 | Time: 2482.56 ms
[2022-04-10 22:05:17 main:574] : INFO : Epoch 1562 | loss: 0.0310249 | val_loss: 0.0311208 | Time: 2482.05 ms
[2022-04-10 22:05:19 main:574] : INFO : Epoch 1563 | loss: 0.0310256 | val_loss: 0.0311225 | Time: 2477.02 ms
[2022-04-10 22:05:22 main:574] : INFO : Epoch 1564 | loss: 0.0310245 | val_loss: 0.0311221 | Time: 2485.41 ms
[2022-04-10 22:05:24 main:574] : INFO : Epoch 1565 | loss: 0.0310235 | val_loss: 0.0311178 | Time: 2488.72 ms
[2022-04-10 22:05:27 main:574] : INFO : Epoch 1566 | loss: 0.0310483 | val_loss: 0.0311232 | Time: 2479.93 ms
[2022-04-10 22:05:29 main:574] : INFO : Epoch 1567 | loss: 0.0310427 | val_loss: 0.0311161 | Time: 2484.27 ms
[2022-04-10 22:05:32 main:574] : INFO : Epoch 1568 | loss: 0.0310378 | val_loss: 0.0311155 | Time: 2472.08 ms
[2022-04-10 22:05:34 main:574] : INFO : Epoch 1569 | loss: 0.0310316 | val_loss: 0.0311162 | Time: 2484.75 ms
[2022-04-10 22:05:37 main:574] : INFO : Epoch 1570 | loss: 0.0310262 | val_loss: 0.0311263 | Time: 2480.98 ms
[2022-04-10 22:05:39 main:574] : INFO : Epoch 1571 | loss: 0.0310241 | val_loss: 0.0311179 | Time: 2482 ms
[2022-04-10 22:05:42 main:574] : INFO : Epoch 1572 | loss: 0.0310261 | val_loss: 0.0311224 | Time: 2483.31 ms
[2022-04-10 22:05:44 main:574] : INFO : Epoch 1573 | loss: 0.0310294 | val_loss: 0.0311198 | Time: 2490.17 ms
[2022-04-10 22:05:47 main:574] : INFO : Epoch 1574 | loss: 0.0310272 | val_loss: 0.031123 | Time: 2481.69 ms
[2022-04-10 22:05:49 main:574] : INFO : Epoch 1575 | loss: 0.0310232 | val_loss: 0.0311226 | Time: 2484.95 ms
[2022-04-10 22:05:52 main:574] : INFO : Epoch 1576 | loss: 0.0310204 | val_loss: 0.0311253 | Time: 2479.35 ms
[2022-04-10 22:05:54 main:574] : INFO : Epoch 1577 | loss: 0.0310209 | val_loss: 0.0311337 | Time: 2482.52 ms
[2022-04-10 22:05:57 main:574] : INFO : Epoch 1578 | loss: 0.0310202 | val_loss: 0.0311117 | Time: 2481.44 ms
[2022-04-10 22:06:00 main:574] : INFO : Epoch 1579 | loss: 0.031019 | val_loss: 0.0311185 | Time: 2485.34 ms
[2022-04-10 22:06:02 main:574] : INFO : Epoch 1580 | loss: 0.0310192 | val_loss: 0.0311246 | Time: 2480.52 ms
[2022-04-10 22:06:05 main:574] : INFO : Epoch 1581 | loss: 0.0310222 | val_loss: 0.0311176 | Time: 2476.25 ms
[2022-04-10 22:06:07 main:574] : INFO : Epoch 1582 | loss: 0.0310233 | val_loss: 0.0311194 | Time: 2478.76 ms
[2022-04-10 22:06:10 main:574] : INFO : Epoch 1583 | loss: 0.031019 | val_loss: 0.0311286 | Time: 2480.98 ms
[2022-04-10 22:06:12 main:574] : INFO : Epoch 1584 | loss: 0.0310231 | val_loss: 0.0311171 | Time: 2479.18 ms
[2022-04-10 22:06:15 main:574] : INFO : Epoch 1585 | loss: 0.0310233 | val_loss: 0.0311275 | Time: 2482.83 ms
[2022-04-10 22:06:17 main:574] : INFO : Epoch 1586 | loss: 0.0310201 | val_loss: 0.0311165 | Time: 2476.97 ms
[2022-04-10 22:06:20 main:574] : INFO : Epoch 1587 | loss: 0.0310167 | val_loss: 0.0311227 | Time: 2479.04 ms
[2022-04-10 22:06:22 main:574] : INFO : Epoch 1588 | loss: 0.0310236 | val_loss: 0.03113 | Time: 2474.26 ms
[2022-04-10 22:06:25 main:574] : INFO : Epoch 1589 | loss: 0.0310259 | val_loss: 0.0311163 | Time: 2485.57 ms
[2022-04-10 22:06:27 main:574] : INFO : Epoch 1590 | loss: 0.0310397 | val_loss: 0.0311224 | Time: 2479.87 ms
[2022-04-10 22:06:30 main:574] : INFO : Epoch 1591 | loss: 0.0310482 | val_loss: 0.0311236 | Time: 2479.42 ms
[2022-04-10 22:06:32 main:574] : INFO : Epoch 1592 | loss: 0.0310384 | val_loss: 0.0311299 | Time: 2480.87 ms
[2022-04-10 22:06:35 main:574] : INFO : Epoch 1593 | loss: 0.0310429 | val_loss: 0.0311178 | Time: 2489.74 ms
[2022-04-10 22:06:37 main:574] : INFO : Epoch 1594 | loss: 0.0310397 | val_loss: 0.0311224 | Time: 2477.63 ms
[2022-04-10 22:06:40 main:574] : INFO : Epoch 1595 | loss: 0.0310374 | val_loss: 0.0311193 | Time: 2484.75 ms
[2022-04-10 22:06:42 main:574] : INFO : Epoch 1596 | loss: 0.031031 | val_loss: 0.0311294 | Time: 2479.72 ms
[2022-04-10 22:06:45 main:574] : INFO : Epoch 1597 | loss: 0.0310287 | val_loss: 0.0311299 | Time: 2488.31 ms
[2022-04-10 22:06:47 main:574] : INFO : Epoch 1598 | loss: 0.031026 | val_loss: 0.0311229 | Time: 2475.17 ms
[2022-04-10 22:06:50 main:574] : INFO : Epoch 1599 | loss: 0.0310222 | val_loss: 0.0311337 | Time: 2483.01 ms
[2022-04-10 22:06:53 main:574] : INFO : Epoch 1600 | loss: 0.0310214 | val_loss: 0.0311352 | Time: 2484.17 ms
[2022-04-10 22:06:55 main:574] : INFO : Epoch 1601 | loss: 0.0310202 | val_loss: 0.0311374 | Time: 2483.63 ms
[2022-04-10 22:06:58 main:574] : INFO : Epoch 1602 | loss: 0.0310203 | val_loss: 0.0311269 | Time: 2483.23 ms
[2022-04-10 22:07:00 main:574] : INFO : Epoch 1603 | loss: 0.0310212 | val_loss: 0.0311222 | Time: 2482.6 ms
[2022-04-10 22:07:03 main:574] : INFO : Epoch 1604 | loss: 0.031017 | val_loss: 0.0311351 | Time: 2478.6 ms
[2022-04-10 22:07:05 main:574] : INFO : Epoch 1605 | loss: 0.0310264 | val_loss: 0.0311223 | Time: 2482.06 ms
[2022-04-10 22:07:08 main:574] : INFO : Epoch 1606 | loss: 0.0310407 | val_loss: 0.031125 | Time: 2475.21 ms
[2022-04-10 22:07:10 main:574] : INFO : Epoch 1607 | loss: 0.0310386 | val_loss: 0.0311257 | Time: 2477.86 ms
[2022-04-10 22:07:13 main:574] : INFO : Epoch 1608 | loss: 0.0310343 | val_loss: 0.0311259 | Time: 2480.94 ms
[2022-04-10 22:07:15 main:574] : INFO : Epoch 1609 | loss: 0.0310303 | val_loss: 0.0311267 | Time: 2487.92 ms
[2022-04-10 22:07:18 main:574] : INFO : Epoch 1610 | loss: 0.0310259 | val_loss: 0.0311322 | Time: 2480.21 ms
[2022-04-10 22:07:20 main:574] : INFO : Epoch 1611 | loss: 0.0310323 | val_loss: 0.0311178 | Time: 2478.08 ms
[2022-04-10 22:07:23 main:574] : INFO : Epoch 1612 | loss: 0.0310307 | val_loss: 0.0311249 | Time: 2479 ms
[2022-04-10 22:07:25 main:574] : INFO : Epoch 1613 | loss: 0.0310235 | val_loss: 0.0311205 | Time: 2486.96 ms
[2022-04-10 22:07:28 main:574] : INFO : Epoch 1614 | loss: 0.0310186 | val_loss: 0.031121 | Time: 2482.16 ms
[2022-04-10 22:07:30 main:574] : INFO : Epoch 1615 | loss: 0.0310176 | val_loss: 0.0311229 | Time: 2490.48 ms
[2022-04-10 22:07:33 main:574] : INFO : Epoch 1616 | loss: 0.0310219 | val_loss: 0.0311191 | Time: 2483.71 ms
[2022-04-10 22:07:35 main:574] : INFO : Epoch 1617 | loss: 0.0310202 | val_loss: 0.0311259 | Time: 2482.31 ms
[2022-04-10 22:07:38 main:574] : INFO : Epoch 1618 | loss: 0.0310202 | val_loss: 0.0311206 | Time: 2486.24 ms
[2022-04-10 22:07:41 main:574] : INFO : Epoch 1619 | loss: 0.0310198 | val_loss: 0.0311282 | Time: 2479.74 ms
[2022-04-10 22:07:43 main:574] : INFO : Epoch 1620 | loss: 0.0310237 | val_loss: 0.0311064 | Time: 2480.37 ms
[2022-04-10 22:07:46 main:574] : INFO : Epoch 1621 | loss: 0.0310278 | val_loss: 0.0311233 | Time: 2490.14 ms
[2022-04-10 22:07:48 main:574] : INFO : Epoch 1622 | loss: 0.0310258 | val_loss: 0.0311172 | Time: 2476.81 ms
[2022-04-10 22:07:51 main:574] : INFO : Epoch 1623 | loss: 0.031024 | val_loss: 0.0311224 | Time: 2479.28 ms
[2022-04-10 22:07:53 main:574] : INFO : Epoch 1624 | loss: 0.031019 | val_loss: 0.0311327 | Time: 2474.83 ms
[2022-04-10 22:07:56 main:574] : INFO : Epoch 1625 | loss: 0.0310951 | val_loss: 0.031141 | Time: 2488.25 ms
[2022-04-10 22:07:58 main:574] : INFO : Epoch 1626 | loss: 0.031135 | val_loss: 0.0311363 | Time: 2480.92 ms
[2022-04-10 22:08:01 main:574] : INFO : Epoch 1627 | loss: 0.0311254 | val_loss: 0.0311343 | Time: 2483.07 ms
[2022-04-10 22:08:03 main:574] : INFO : Epoch 1628 | loss: 0.0311165 | val_loss: 0.0311297 | Time: 2476.57 ms
[2022-04-10 22:08:06 main:574] : INFO : Epoch 1629 | loss: 0.031111 | val_loss: 0.0311287 | Time: 2483.06 ms
[2022-04-10 22:08:08 main:574] : INFO : Epoch 1630 | loss: 0.0311072 | val_loss: 0.0311236 | Time: 2483.22 ms
[2022-04-10 22:08:11 main:574] : INFO : Epoch 1631 | loss: 0.0310982 | val_loss: 0.0311166 | Time: 2480.04 ms
[2022-04-10 22:08:13 main:574] : INFO : Epoch 1632 | loss: 0.0310923 | val_loss: 0.031121 | Time: 2481.93 ms
[2022-04-10 22:08:16 main:574] : INFO : Epoch 1633 | loss: 0.0310899 | val_loss: 0.0311185 | Time: 2485.12 ms
[2022-04-10 22:08:18 main:574] : INFO : Epoch 1634 | loss: 0.0310841 | val_loss: 0.0311213 | Time: 2479.61 ms
[2022-04-10 22:08:21 main:574] : INFO : Epoch 1635 | loss: 0.0310828 | val_loss: 0.0311176 | Time: 2485.25 ms
[2022-04-10 22:08:24 main:574] : INFO : Epoch 1636 | loss: 0.0310819 | val_loss: 0.0311164 | Time: 2483.12 ms
[2022-04-10 22:08:26 main:574] : INFO : Epoch 1637 | loss: 0.0310918 | val_loss: 0.0311107 | Time: 2487.85 ms
[2022-04-10 22:08:29 main:574] : INFO : Epoch 1638 | loss: 0.0310885 | val_loss: 0.0311149 | Time: 2481.3 ms
[2022-04-10 22:08:31 main:574] : INFO : Epoch 1639 | loss: 0.0310845 | val_loss: 0.0311137 | Time: 2479.58 ms
[2022-04-10 22:08:34 main:574] : INFO : Epoch 1640 | loss: 0.0310782 | val_loss: 0.0311165 | Time: 2478.52 ms
[2022-04-10 22:08:36 main:574] : INFO : Epoch 1641 | loss: 0.0310743 | val_loss: 0.0311095 | Time: 2482.02 ms
[2022-04-10 22:08:39 main:574] : INFO : Epoch 1642 | loss: 0.03107 | val_loss: 0.0311128 | Time: 2483.78 ms
[2022-04-10 22:08:41 main:574] : INFO : Epoch 1643 | loss: 0.0310695 | val_loss: 0.0311101 | Time: 2486.13 ms
[2022-04-10 22:08:44 main:574] : INFO : Epoch 1644 | loss: 0.0310679 | val_loss: 0.0311052 | Time: 2478.87 ms
[2022-04-10 22:08:46 main:574] : INFO : Epoch 1645 | loss: 0.0310655 | val_loss: 0.0311082 | Time: 2482.81 ms
[2022-04-10 22:08:49 main:574] : INFO : Epoch 1646 | loss: 0.0310621 | val_loss: 0.0311019 | Time: 2477.87 ms
[2022-04-10 22:08:51 main:574] : INFO : Epoch 1647 | loss: 0.0310592 | val_loss: 0.0311044 | Time: 2489.57 ms
[2022-04-10 22:08:54 main:574] : INFO : Epoch 1648 | loss: 0.031058 | val_loss: 0.0311112 | Time: 2475.28 ms
[2022-04-10 22:08:56 main:574] : INFO : Epoch 1649 | loss: 0.0310574 | val_loss: 0.0311071 | Time: 2479.5 ms
[2022-04-10 22:08:59 main:574] : INFO : Epoch 1650 | loss: 0.0310575 | val_loss: 0.0311135 | Time: 2480.85 ms
[2022-04-10 22:09:01 main:574] : INFO : Epoch 1651 | loss: 0.0310552 | val_loss: 0.0311082 | Time: 2480.87 ms
[2022-04-10 22:09:04 main:574] : INFO : Epoch 1652 | loss: 0.0310537 | val_loss: 0.0311104 | Time: 2477.75 ms
[2022-04-10 22:09:07 main:574] : INFO : Epoch 1653 | loss: 0.0310555 | val_loss: 0.0311054 | Time: 2487.15 ms
[2022-04-10 22:09:09 main:574] : INFO : Epoch 1654 | loss: 0.0310528 | val_loss: 0.03112 | Time: 2481.3 ms
[2022-04-10 22:09:12 main:574] : INFO : Epoch 1655 | loss: 0.0310506 | val_loss: 0.0311102 | Time: 2489.44 ms
[2022-04-10 22:09:14 main:574] : INFO : Epoch 1656 | loss: 0.0310502 | val_loss: 0.0311118 | Time: 2476.58 ms
[2022-04-10 22:09:17 main:574] : INFO : Epoch 1657 | loss: 0.0311116 | val_loss: 0.0312409 | Time: 2485.25 ms
[2022-04-10 22:09:19 main:574] : INFO : Epoch 1658 | loss: 0.0318986 | val_loss: 0.0313857 | Time: 2481.9 ms
[2022-04-10 22:09:22 main:574] : INFO : Epoch 1659 | loss: 0.0373616 | val_loss: 0.0350637 | Time: 2484.34 ms
[2022-04-10 22:09:24 main:574] : INFO : Epoch 1660 | loss: 0.0324168 | val_loss: 0.0315248 | Time: 2474.1 ms
[2022-04-10 22:09:27 main:574] : INFO : Epoch 1661 | loss: 0.0313546 | val_loss: 0.0312921 | Time: 2490.6 ms
[2022-04-10 22:09:29 main:574] : INFO : Epoch 1662 | loss: 0.0312613 | val_loss: 0.0312418 | Time: 2481.96 ms
[2022-04-10 22:09:32 main:574] : INFO : Epoch 1663 | loss: 0.031227 | val_loss: 0.0312092 | Time: 2489.24 ms
[2022-04-10 22:09:34 main:574] : INFO : Epoch 1664 | loss: 0.0312015 | val_loss: 0.0311892 | Time: 2479.25 ms
[2022-04-10 22:09:37 main:574] : INFO : Epoch 1665 | loss: 0.0311826 | val_loss: 0.0311675 | Time: 2488.5 ms
[2022-04-10 22:09:39 main:574] : INFO : Epoch 1666 | loss: 0.0311541 | val_loss: 0.0311436 | Time: 2484.84 ms
[2022-04-10 22:09:42 main:574] : INFO : Epoch 1667 | loss: 0.0311282 | val_loss: 0.0311246 | Time: 2479.16 ms
[2022-04-10 22:09:44 main:574] : INFO : Epoch 1668 | loss: 0.0311044 | val_loss: 0.0311192 | Time: 2482.18 ms
[2022-04-10 22:09:47 main:574] : INFO : Epoch 1669 | loss: 0.0310909 | val_loss: 0.0311129 | Time: 2480.22 ms
[2022-04-10 22:09:49 main:574] : INFO : Epoch 1670 | loss: 0.0310814 | val_loss: 0.0311105 | Time: 2479.83 ms
[2022-04-10 22:09:52 main:574] : INFO : Epoch 1671 | loss: 0.0310748 | val_loss: 0.0311103 | Time: 2477.81 ms
[2022-04-10 22:09:55 main:574] : INFO : Epoch 1672 | loss: 0.0310699 | val_loss: 0.0311116 | Time: 2482.97 ms
[2022-04-10 22:09:57 main:574] : INFO : Epoch 1673 | loss: 0.0310668 | val_loss: 0.031115 | Time: 2489.9 ms
[2022-04-10 22:10:00 main:574] : INFO : Epoch 1674 | loss: 0.0310663 | val_loss: 0.0311103 | Time: 2483.26 ms
[2022-04-10 22:10:02 main:574] : INFO : Epoch 1675 | loss: 0.0310635 | val_loss: 0.0311085 | Time: 2479.82 ms
[2022-04-10 22:10:05 main:574] : INFO : Epoch 1676 | loss: 0.0310615 | val_loss: 0.0311111 | Time: 2479.67 ms
[2022-04-10 22:10:07 main:574] : INFO : Epoch 1677 | loss: 0.0310608 | val_loss: 0.0311107 | Time: 2486.85 ms
[2022-04-10 22:10:10 main:574] : INFO : Epoch 1678 | loss: 0.0310647 | val_loss: 0.0311059 | Time: 2484.93 ms
[2022-04-10 22:10:12 main:574] : INFO : Epoch 1679 | loss: 0.0310608 | val_loss: 0.0311097 | Time: 2479.3 ms
[2022-04-10 22:10:15 main:574] : INFO : Epoch 1680 | loss: 0.0310585 | val_loss: 0.031101 | Time: 2484.18 ms
[2022-04-10 22:10:17 main:574] : INFO : Epoch 1681 | loss: 0.0310543 | val_loss: 0.0311051 | Time: 2484.99 ms
[2022-04-10 22:10:20 main:574] : INFO : Epoch 1682 | loss: 0.031054 | val_loss: 0.0311022 | Time: 2481.13 ms
[2022-04-10 22:10:22 main:574] : INFO : Epoch 1683 | loss: 0.0310521 | val_loss: 0.0311025 | Time: 2480.04 ms
[2022-04-10 22:10:25 main:574] : INFO : Epoch 1684 | loss: 0.0310505 | val_loss: 0.0310998 | Time: 2484.12 ms
[2022-04-10 22:10:27 main:574] : INFO : Epoch 1685 | loss: 0.0310504 | val_loss: 0.0311101 | Time: 2484.87 ms
[2022-04-10 22:10:30 main:574] : INFO : Epoch 1686 | loss: 0.0310589 | val_loss: 0.0311078 | Time: 2480.38 ms
[2022-04-10 22:10:32 main:574] : INFO : Epoch 1687 | loss: 0.0310586 | val_loss: 0.0311061 | Time: 2484.06 ms
[2022-04-10 22:10:35 main:574] : INFO : Epoch 1688 | loss: 0.031054 | val_loss: 0.0310968 | Time: 2477.81 ms
[2022-04-10 22:10:38 main:574] : INFO : Epoch 1689 | loss: 0.0310522 | val_loss: 0.031097 | Time: 2483.65 ms
[2022-04-10 22:10:40 main:574] : INFO : Epoch 1690 | loss: 0.0310594 | val_loss: 0.0310999 | Time: 2484.46 ms
[2022-04-10 22:10:43 main:574] : INFO : Epoch 1691 | loss: 0.0310653 | val_loss: 0.0311014 | Time: 2489.04 ms
[2022-04-10 22:10:45 main:574] : INFO : Epoch 1692 | loss: 0.0310643 | val_loss: 0.0311017 | Time: 2478.65 ms
[2022-04-10 22:10:48 main:574] : INFO : Epoch 1693 | loss: 0.0310606 | val_loss: 0.0310987 | Time: 2475.11 ms
[2022-04-10 22:10:50 main:574] : INFO : Epoch 1694 | loss: 0.0310584 | val_loss: 0.0311042 | Time: 2483.37 ms
[2022-04-10 22:10:53 main:574] : INFO : Epoch 1695 | loss: 0.0310568 | val_loss: 0.0311032 | Time: 2482.65 ms
[2022-04-10 22:10:55 main:574] : INFO : Epoch 1696 | loss: 0.0310524 | val_loss: 0.0311 | Time: 2484.04 ms
[2022-04-10 22:10:58 main:574] : INFO : Epoch 1697 | loss: 0.0310512 | val_loss: 0.0311011 | Time: 2489.69 ms
[2022-04-10 22:11:00 main:574] : INFO : Epoch 1698 | loss: 0.0310487 | val_loss: 0.0311009 | Time: 2488.46 ms
[2022-04-10 22:11:03 main:574] : INFO : Epoch 1699 | loss: 0.0310473 | val_loss: 0.0311031 | Time: 2483.64 ms
[2022-04-10 22:11:05 main:574] : INFO : Epoch 1700 | loss: 0.0310474 | val_loss: 0.0311066 | Time: 2480.48 ms
[2022-04-10 22:11:08 main:574] : INFO : Epoch 1701 | loss: 0.0310465 | val_loss: 0.0310922 | Time: 2487.9 ms
[2022-04-10 22:11:10 main:574] : INFO : Epoch 1702 | loss: 0.0310509 | val_loss: 0.0310976 | Time: 2482.55 ms
[2022-04-10 22:11:13 main:574] : INFO : Epoch 1703 | loss: 0.0310582 | val_loss: 0.0310962 | Time: 2481.21 ms
[2022-04-10 22:11:15 main:574] : INFO : Epoch 1704 | loss: 0.0310503 | val_loss: 0.0311021 | Time: 2483.1 ms
[2022-04-10 22:11:18 main:574] : INFO : Epoch 1705 | loss: 0.031048 | val_loss: 0.0310984 | Time: 2484.18 ms
[2022-04-10 22:11:21 main:574] : INFO : Epoch 1706 | loss: 0.031045 | val_loss: 0.0311003 | Time: 2479.34 ms
[2022-04-10 22:11:23 main:574] : INFO : Epoch 1707 | loss: 0.0310458 | val_loss: 0.0311057 | Time: 2480.51 ms
[2022-04-10 22:11:26 main:574] : INFO : Epoch 1708 | loss: 0.0310425 | val_loss: 0.0311069 | Time: 2479.7 ms
[2022-04-10 22:11:28 main:574] : INFO : Epoch 1709 | loss: 0.0310441 | val_loss: 0.0311066 | Time: 2485.05 ms
[2022-04-10 22:11:31 main:574] : INFO : Epoch 1710 | loss: 0.0310429 | val_loss: 0.0311084 | Time: 2484.54 ms
[2022-04-10 22:11:33 main:574] : INFO : Epoch 1711 | loss: 0.0310434 | val_loss: 0.0311066 | Time: 2482.99 ms
[2022-04-10 22:11:36 main:574] : INFO : Epoch 1712 | loss: 0.0310448 | val_loss: 0.031103 | Time: 2483.2 ms
[2022-04-10 22:11:38 main:574] : INFO : Epoch 1713 | loss: 0.0310475 | val_loss: 0.0311106 | Time: 2482.3 ms
[2022-04-10 22:11:41 main:574] : INFO : Epoch 1714 | loss: 0.0310478 | val_loss: 0.0311018 | Time: 2476.58 ms
[2022-04-10 22:11:43 main:574] : INFO : Epoch 1715 | loss: 0.0310457 | val_loss: 0.0310996 | Time: 2484.9 ms
[2022-04-10 22:11:46 main:574] : INFO : Epoch 1716 | loss: 0.0310412 | val_loss: 0.0310988 | Time: 2483.87 ms
[2022-04-10 22:11:48 main:574] : INFO : Epoch 1717 | loss: 0.0310436 | val_loss: 0.031106 | Time: 2481.58 ms
[2022-04-10 22:11:51 main:574] : INFO : Epoch 1718 | loss: 0.031042 | val_loss: 0.0311033 | Time: 2483.97 ms
[2022-04-10 22:11:53 main:574] : INFO : Epoch 1719 | loss: 0.0310383 | val_loss: 0.0311081 | Time: 2481.14 ms
[2022-04-10 22:11:56 main:574] : INFO : Epoch 1720 | loss: 0.0310382 | val_loss: 0.0311055 | Time: 2477.08 ms
[2022-04-10 22:11:58 main:574] : INFO : Epoch 1721 | loss: 0.0310381 | val_loss: 0.0311063 | Time: 2490.46 ms
[2022-04-10 22:12:01 main:574] : INFO : Epoch 1722 | loss: 0.0310369 | val_loss: 0.0311003 | Time: 2485.62 ms
[2022-04-10 22:12:03 main:574] : INFO : Epoch 1723 | loss: 0.0310377 | val_loss: 0.031105 | Time: 2480.55 ms
[2022-04-10 22:12:06 main:574] : INFO : Epoch 1724 | loss: 0.0310415 | val_loss: 0.0311012 | Time: 2479.87 ms
[2022-04-10 22:12:09 main:574] : INFO : Epoch 1725 | loss: 0.0310464 | val_loss: 0.0310984 | Time: 2488.27 ms
[2022-04-10 22:12:11 main:574] : INFO : Epoch 1726 | loss: 0.0310445 | val_loss: 0.0311057 | Time: 2479.91 ms
[2022-04-10 22:12:14 main:574] : INFO : Epoch 1727 | loss: 0.031042 | val_loss: 0.0310957 | Time: 2482.45 ms
[2022-04-10 22:12:16 main:574] : INFO : Epoch 1728 | loss: 0.0310393 | val_loss: 0.031103 | Time: 2482.39 ms
[2022-04-10 22:12:19 main:574] : INFO : Epoch 1729 | loss: 0.03104 | val_loss: 0.0310985 | Time: 2485.98 ms
[2022-04-10 22:12:21 main:574] : INFO : Epoch 1730 | loss: 0.0310468 | val_loss: 0.0310955 | Time: 2482.1 ms
[2022-04-10 22:12:24 main:574] : INFO : Epoch 1731 | loss: 0.0310427 | val_loss: 0.0311024 | Time: 2483.73 ms
[2022-04-10 22:12:26 main:574] : INFO : Epoch 1732 | loss: 0.0310407 | val_loss: 0.0311055 | Time: 2476.04 ms
[2022-04-10 22:12:29 main:574] : INFO : Epoch 1733 | loss: 0.031039 | val_loss: 0.0311032 | Time: 2484.87 ms
[2022-04-10 22:12:31 main:574] : INFO : Epoch 1734 | loss: 0.0310375 | val_loss: 0.0311012 | Time: 2480.64 ms
[2022-04-10 22:12:34 main:574] : INFO : Epoch 1735 | loss: 0.0310439 | val_loss: 0.0311019 | Time: 2482.31 ms
[2022-04-10 22:12:36 main:574] : INFO : Epoch 1736 | loss: 0.0310434 | val_loss: 0.0311047 | Time: 2478.46 ms
[2022-04-10 22:12:39 main:574] : INFO : Epoch 1737 | loss: 0.0310403 | val_loss: 0.0311015 | Time: 2484.91 ms
[2022-04-10 22:12:41 main:574] : INFO : Epoch 1738 | loss: 0.0310404 | val_loss: 0.0311078 | Time: 2482.15 ms
[2022-04-10 22:12:44 main:574] : INFO : Epoch 1739 | loss: 0.0310389 | val_loss: 0.0311028 | Time: 2486.35 ms
[2022-04-10 22:12:46 main:574] : INFO : Epoch 1740 | loss: 0.0310384 | val_loss: 0.0311007 | Time: 2481.97 ms
[2022-04-10 22:12:49 main:574] : INFO : Epoch 1741 | loss: 0.0310384 | val_loss: 0.0311008 | Time: 2492.58 ms
[2022-04-10 22:12:51 main:574] : INFO : Epoch 1742 | loss: 0.0310379 | val_loss: 0.0311094 | Time: 2476.79 ms
[2022-04-10 22:12:54 main:574] : INFO : Epoch 1743 | loss: 0.0310345 | val_loss: 0.0311021 | Time: 2479.75 ms
[2022-04-10 22:12:57 main:574] : INFO : Epoch 1744 | loss: 0.0310339 | val_loss: 0.0311023 | Time: 2479.37 ms
[2022-04-10 22:12:59 main:574] : INFO : Epoch 1745 | loss: 0.0310354 | val_loss: 0.0311068 | Time: 2484.53 ms
[2022-04-10 22:13:02 main:574] : INFO : Epoch 1746 | loss: 0.0310316 | val_loss: 0.0311036 | Time: 2486.31 ms
[2022-04-10 22:13:04 main:574] : INFO : Epoch 1747 | loss: 0.0310367 | val_loss: 0.0311053 | Time: 2486.05 ms
[2022-04-10 22:13:07 main:574] : INFO : Epoch 1748 | loss: 0.0310387 | val_loss: 0.0311012 | Time: 2479.72 ms
[2022-04-10 22:13:09 main:574] : INFO : Epoch 1749 | loss: 0.0310421 | val_loss: 0.0311079 | Time: 2482.04 ms
[2022-04-10 22:13:12 main:574] : INFO : Epoch 1750 | loss: 0.0310369 | val_loss: 0.0311018 | Time: 2477.26 ms
[2022-04-10 22:13:14 main:574] : INFO : Epoch 1751 | loss: 0.0310426 | val_loss: 0.0311063 | Time: 2480.87 ms
[2022-04-10 22:13:17 main:574] : INFO : Epoch 1752 | loss: 0.0310484 | val_loss: 0.0311072 | Time: 2482.18 ms
[2022-04-10 22:13:19 main:574] : INFO : Epoch 1753 | loss: 0.0310502 | val_loss: 0.0311074 | Time: 2482.81 ms
[2022-04-10 22:13:22 main:574] : INFO : Epoch 1754 | loss: 0.0310497 | val_loss: 0.0311024 | Time: 2487.67 ms
[2022-04-10 22:13:24 main:574] : INFO : Epoch 1755 | loss: 0.0310445 | val_loss: 0.0310972 | Time: 2484.73 ms
[2022-04-10 22:13:27 main:574] : INFO : Epoch 1756 | loss: 0.0310421 | val_loss: 0.031102 | Time: 2473.65 ms
[2022-04-10 22:13:29 main:574] : INFO : Epoch 1757 | loss: 0.031043 | val_loss: 0.0311035 | Time: 2492.02 ms
[2022-04-10 22:13:32 main:574] : INFO : Epoch 1758 | loss: 0.0310497 | val_loss: 0.0310982 | Time: 2485.69 ms
[2022-04-10 22:13:34 main:574] : INFO : Epoch 1759 | loss: 0.031041 | val_loss: 0.0311086 | Time: 2477.61 ms
[2022-04-10 22:13:37 main:574] : INFO : Epoch 1760 | loss: 0.0310422 | val_loss: 0.0310993 | Time: 2480.46 ms
[2022-04-10 22:13:40 main:574] : INFO : Epoch 1761 | loss: 0.0310424 | val_loss: 0.0311043 | Time: 2480.84 ms
[2022-04-10 22:13:42 main:574] : INFO : Epoch 1762 | loss: 0.0310436 | val_loss: 0.0310981 | Time: 2480.89 ms
[2022-04-10 22:13:45 main:574] : INFO : Epoch 1763 | loss: 0.0310401 | val_loss: 0.0311023 | Time: 2485.94 ms
[2022-04-10 22:13:47 main:574] : INFO : Epoch 1764 | loss: 0.0310404 | val_loss: 0.0310995 | Time: 2483.83 ms
[2022-04-10 22:13:50 main:574] : INFO : Epoch 1765 | loss: 0.0310408 | val_loss: 0.0311017 | Time: 2479.19 ms
[2022-04-10 22:13:52 main:574] : INFO : Epoch 1766 | loss: 0.0310408 | val_loss: 0.0311053 | Time: 2485 ms
[2022-04-10 22:13:55 main:574] : INFO : Epoch 1767 | loss: 0.0310395 | val_loss: 0.0311043 | Time: 2479.45 ms
[2022-04-10 22:13:57 main:574] : INFO : Epoch 1768 | loss: 0.03104 | val_loss: 0.0311061 | Time: 2476.02 ms
[2022-04-10 22:14:00 main:574] : INFO : Epoch 1769 | loss: 0.0310421 | val_loss: 0.0311072 | Time: 2485.89 ms
[2022-04-10 22:14:02 main:574] : INFO : Epoch 1770 | loss: 0.0310435 | val_loss: 0.0311072 | Time: 2479.78 ms
[2022-04-10 22:14:05 main:574] : INFO : Epoch 1771 | loss: 0.0310386 | val_loss: 0.0311011 | Time: 2484.13 ms
[2022-04-10 22:14:07 main:574] : INFO : Epoch 1772 | loss: 0.0310347 | val_loss: 0.0311036 | Time: 2482.5 ms
[2022-04-10 22:14:10 main:574] : INFO : Epoch 1773 | loss: 0.0310335 | val_loss: 0.0311075 | Time: 2486.8 ms
[2022-04-10 22:14:12 main:574] : INFO : Epoch 1774 | loss: 0.0310319 | val_loss: 0.0311059 | Time: 2476.5 ms
[2022-04-10 22:14:15 main:574] : INFO : Epoch 1775 | loss: 0.0310307 | val_loss: 0.0311084 | Time: 2484.54 ms
[2022-04-10 22:14:17 main:574] : INFO : Epoch 1776 | loss: 0.0310281 | val_loss: 0.0311017 | Time: 2482.03 ms
[2022-04-10 22:14:20 main:574] : INFO : Epoch 1777 | loss: 0.0310261 | val_loss: 0.0311074 | Time: 2487.98 ms
[2022-04-10 22:14:22 main:574] : INFO : Epoch 1778 | loss: 0.0310271 | val_loss: 0.0311037 | Time: 2482.9 ms
[2022-04-10 22:14:25 main:574] : INFO : Epoch 1779 | loss: 0.0310298 | val_loss: 0.0311055 | Time: 2486.79 ms
[2022-04-10 22:14:28 main:574] : INFO : Epoch 1780 | loss: 0.0310298 | val_loss: 0.0311097 | Time: 2478.95 ms
[2022-04-10 22:14:30 main:574] : INFO : Epoch 1781 | loss: 0.0310282 | val_loss: 0.0311147 | Time: 2486.56 ms
[2022-04-10 22:14:33 main:574] : INFO : Epoch 1782 | loss: 0.0310293 | val_loss: 0.0311263 | Time: 2478.87 ms
[2022-04-10 22:14:35 main:574] : INFO : Epoch 1783 | loss: 0.0310365 | val_loss: 0.0311211 | Time: 2487.81 ms
[2022-04-10 22:14:38 main:574] : INFO : Epoch 1784 | loss: 0.0310301 | val_loss: 0.0311117 | Time: 2482.37 ms
[2022-04-10 22:14:40 main:574] : INFO : Epoch 1785 | loss: 0.0310267 | val_loss: 0.0311123 | Time: 2486.76 ms
[2022-04-10 22:14:43 main:574] : INFO : Epoch 1786 | loss: 0.0310267 | val_loss: 0.0311115 | Time: 2479.94 ms
[2022-04-10 22:14:45 main:574] : INFO : Epoch 1787 | loss: 0.0310281 | val_loss: 0.0311151 | Time: 2482.5 ms
[2022-04-10 22:14:48 main:574] : INFO : Epoch 1788 | loss: 0.0310316 | val_loss: 0.0311237 | Time: 2481.67 ms
[2022-04-10 22:14:50 main:574] : INFO : Epoch 1789 | loss: 0.0310301 | val_loss: 0.0311232 | Time: 2483.22 ms
[2022-04-10 22:14:53 main:574] : INFO : Epoch 1790 | loss: 0.03103 | val_loss: 0.0311137 | Time: 2484.89 ms
[2022-04-10 22:14:55 main:574] : INFO : Epoch 1791 | loss: 0.0310318 | val_loss: 0.0311156 | Time: 2481.53 ms
[2022-04-10 22:14:58 main:574] : INFO : Epoch 1792 | loss: 0.0310346 | val_loss: 0.0311069 | Time: 2474.64 ms
[2022-04-10 22:15:00 main:574] : INFO : Epoch 1793 | loss: 0.031031 | val_loss: 0.0311081 | Time: 2488.19 ms
[2022-04-10 22:15:03 main:574] : INFO : Epoch 1794 | loss: 0.0310303 | val_loss: 0.0311116 | Time: 2481.08 ms
[2022-04-10 22:15:05 main:574] : INFO : Epoch 1795 | loss: 0.0310301 | val_loss: 0.0311102 | Time: 2489.02 ms
[2022-04-10 22:15:08 main:574] : INFO : Epoch 1796 | loss: 0.0310289 | val_loss: 0.0311115 | Time: 2482.7 ms
[2022-04-10 22:15:10 main:574] : INFO : Epoch 1797 | loss: 0.0310294 | val_loss: 0.0311244 | Time: 2477.78 ms
[2022-04-10 22:15:13 main:574] : INFO : Epoch 1798 | loss: 0.0310405 | val_loss: 0.0311195 | Time: 2472.96 ms
[2022-04-10 22:15:16 main:574] : INFO : Epoch 1799 | loss: 0.0310362 | val_loss: 0.0311156 | Time: 2483.19 ms
[2022-04-10 22:15:18 main:574] : INFO : Epoch 1800 | loss: 0.0310389 | val_loss: 0.0311104 | Time: 2479.54 ms
[2022-04-10 22:15:21 main:574] : INFO : Epoch 1801 | loss: 0.0310424 | val_loss: 0.0311072 | Time: 2484.24 ms
[2022-04-10 22:15:23 main:574] : INFO : Epoch 1802 | loss: 0.031042 | val_loss: 0.0311063 | Time: 2482.66 ms
[2022-04-10 22:15:26 main:574] : INFO : Epoch 1803 | loss: 0.0310417 | val_loss: 0.031103 | Time: 2481.37 ms
[2022-04-10 22:15:28 main:574] : INFO : Epoch 1804 | loss: 0.0310377 | val_loss: 0.0310988 | Time: 2479.09 ms
[2022-04-10 22:15:31 main:574] : INFO : Epoch 1805 | loss: 0.0310395 | val_loss: 0.0311048 | Time: 2488.37 ms
[2022-04-10 22:15:33 main:574] : INFO : Epoch 1806 | loss: 0.0310359 | val_loss: 0.0311043 | Time: 2482.18 ms
[2022-04-10 22:15:36 main:574] : INFO : Epoch 1807 | loss: 0.0310317 | val_loss: 0.0311056 | Time: 2483.51 ms
[2022-04-10 22:15:38 main:574] : INFO : Epoch 1808 | loss: 0.0310324 | val_loss: 0.0311052 | Time: 2481.23 ms
[2022-04-10 22:15:41 main:574] : INFO : Epoch 1809 | loss: 0.0310529 | val_loss: 0.0311024 | Time: 2486.36 ms
[2022-04-10 22:15:43 main:574] : INFO : Epoch 1810 | loss: 0.031045 | val_loss: 0.0311053 | Time: 2474.15 ms
[2022-04-10 22:15:46 main:574] : INFO : Epoch 1811 | loss: 0.0310408 | val_loss: 0.0311088 | Time: 2477.8 ms
[2022-04-10 22:15:48 main:574] : INFO : Epoch 1812 | loss: 0.0310338 | val_loss: 0.031111 | Time: 2484.89 ms
[2022-04-10 22:15:51 main:574] : INFO : Epoch 1813 | loss: 0.0310284 | val_loss: 0.0311162 | Time: 2485.35 ms
[2022-04-10 22:15:53 main:574] : INFO : Epoch 1814 | loss: 0.0310327 | val_loss: 0.031118 | Time: 2491.78 ms
[2022-04-10 22:15:56 main:574] : INFO : Epoch 1815 | loss: 0.0310337 | val_loss: 0.0311184 | Time: 2486.55 ms
[2022-04-10 22:15:58 main:574] : INFO : Epoch 1816 | loss: 0.0310299 | val_loss: 0.0311137 | Time: 2479.41 ms
[2022-04-10 22:16:01 main:574] : INFO : Epoch 1817 | loss: 0.0310612 | val_loss: 0.0311044 | Time: 2486.87 ms
[2022-04-10 22:16:04 main:574] : INFO : Epoch 1818 | loss: 0.0310578 | val_loss: 0.0311097 | Time: 2478.63 ms
[2022-04-10 22:16:06 main:574] : INFO : Epoch 1819 | loss: 0.0310506 | val_loss: 0.0311024 | Time: 2477.45 ms
[2022-04-10 22:16:09 main:574] : INFO : Epoch 1820 | loss: 0.0310442 | val_loss: 0.0311094 | Time: 2479.2 ms
[2022-04-10 22:16:11 main:574] : INFO : Epoch 1821 | loss: 0.0310421 | val_loss: 0.0311075 | Time: 2490.53 ms
[2022-04-10 22:16:14 main:574] : INFO : Epoch 1822 | loss: 0.0310386 | val_loss: 0.0311076 | Time: 2481.16 ms
[2022-04-10 22:16:16 main:574] : INFO : Epoch 1823 | loss: 0.0310342 | val_loss: 0.031113 | Time: 2489.25 ms
[2022-04-10 22:16:19 main:574] : INFO : Epoch 1824 | loss: 0.0310324 | val_loss: 0.0311191 | Time: 2479.38 ms
[2022-04-10 22:16:21 main:574] : INFO : Epoch 1825 | loss: 0.0311053 | val_loss: 0.0311361 | Time: 2481.64 ms
[2022-04-10 22:16:24 main:574] : INFO : Epoch 1826 | loss: 0.0311318 | val_loss: 0.0311306 | Time: 2478.61 ms
[2022-04-10 22:16:26 main:574] : INFO : Epoch 1827 | loss: 0.0311247 | val_loss: 0.0311251 | Time: 2474.4 ms
[2022-04-10 22:16:29 main:574] : INFO : Epoch 1828 | loss: 0.0311155 | val_loss: 0.0311234 | Time: 2482.87 ms
[2022-04-10 22:16:31 main:574] : INFO : Epoch 1829 | loss: 0.0311095 | val_loss: 0.0311224 | Time: 2481.22 ms
[2022-04-10 22:16:34 main:574] : INFO : Epoch 1830 | loss: 0.0311057 | val_loss: 0.0311221 | Time: 2477.98 ms
[2022-04-10 22:16:36 main:574] : INFO : Epoch 1831 | loss: 0.0311037 | val_loss: 0.0311203 | Time: 2481.58 ms
[2022-04-10 22:16:39 main:574] : INFO : Epoch 1832 | loss: 0.0310964 | val_loss: 0.0311221 | Time: 2479.15 ms
[2022-04-10 22:16:41 main:574] : INFO : Epoch 1833 | loss: 0.0310931 | val_loss: 0.0311226 | Time: 2488.35 ms
[2022-04-10 22:16:44 main:574] : INFO : Epoch 1834 | loss: 0.0310903 | val_loss: 0.0311198 | Time: 2478.04 ms
[2022-04-10 22:16:46 main:574] : INFO : Epoch 1835 | loss: 0.0310883 | val_loss: 0.0311209 | Time: 2483.5 ms
[2022-04-10 22:16:49 main:574] : INFO : Epoch 1836 | loss: 0.0310842 | val_loss: 0.0311215 | Time: 2480.3 ms
[2022-04-10 22:16:51 main:574] : INFO : Epoch 1837 | loss: 0.0310826 | val_loss: 0.0311201 | Time: 2480.92 ms
[2022-04-10 22:16:54 main:574] : INFO : Epoch 1838 | loss: 0.0310788 | val_loss: 0.0311201 | Time: 2482.59 ms
[2022-04-10 22:16:57 main:574] : INFO : Epoch 1839 | loss: 0.0310764 | val_loss: 0.0311199 | Time: 2483.81 ms
[2022-04-10 22:16:59 main:574] : INFO : Epoch 1840 | loss: 0.0310737 | val_loss: 0.0311197 | Time: 2475.49 ms
[2022-04-10 22:17:02 main:574] : INFO : Epoch 1841 | loss: 0.0310698 | val_loss: 0.0311163 | Time: 2490.85 ms
[2022-04-10 22:17:04 main:574] : INFO : Epoch 1842 | loss: 0.031071 | val_loss: 0.0311168 | Time: 2475.25 ms
[2022-04-10 22:17:07 main:574] : INFO : Epoch 1843 | loss: 0.0310707 | val_loss: 0.0311103 | Time: 2478.83 ms
[2022-04-10 22:17:09 main:574] : INFO : Epoch 1844 | loss: 0.0310699 | val_loss: 0.0311118 | Time: 2479.37 ms
[2022-04-10 22:17:12 main:574] : INFO : Epoch 1845 | loss: 0.031067 | val_loss: 0.0311099 | Time: 2485.25 ms
[2022-04-10 22:17:14 main:574] : INFO : Epoch 1846 | loss: 0.0310676 | val_loss: 0.0311134 | Time: 2474.14 ms
[2022-04-10 22:17:17 main:574] : INFO : Epoch 1847 | loss: 0.0310643 | val_loss: 0.0311079 | Time: 2477.75 ms
[2022-04-10 22:17:19 main:574] : INFO : Epoch 1848 | loss: 0.0310648 | val_loss: 0.0311092 | Time: 2479.8 ms
[2022-04-10 22:17:22 main:574] : INFO : Epoch 1849 | loss: 0.0310629 | val_loss: 0.031115 | Time: 2493.02 ms
[2022-04-10 22:17:24 main:574] : INFO : Epoch 1850 | loss: 0.0310622 | val_loss: 0.0311102 | Time: 2482.25 ms
[2022-04-10 22:17:27 main:574] : INFO : Epoch 1851 | loss: 0.0310605 | val_loss: 0.0311119 | Time: 2485.33 ms
[2022-04-10 22:17:29 main:574] : INFO : Epoch 1852 | loss: 0.0310579 | val_loss: 0.0311043 | Time: 2477.37 ms
[2022-04-10 22:17:32 main:574] : INFO : Epoch 1853 | loss: 0.0310569 | val_loss: 0.0311077 | Time: 2484.83 ms
[2022-04-10 22:17:35 main:574] : INFO : Epoch 1854 | loss: 0.0310571 | val_loss: 0.0311031 | Time: 2486.23 ms
[2022-04-10 22:17:37 main:574] : INFO : Epoch 1855 | loss: 0.0310578 | val_loss: 0.0311104 | Time: 2478.89 ms
[2022-04-10 22:17:40 main:574] : INFO : Epoch 1856 | loss: 0.0310616 | val_loss: 0.031111 | Time: 2486.75 ms
[2022-04-10 22:17:42 main:574] : INFO : Epoch 1857 | loss: 0.0310582 | val_loss: 0.0311085 | Time: 2488.66 ms
[2022-04-10 22:17:45 main:574] : INFO : Epoch 1858 | loss: 0.0310537 | val_loss: 0.0311079 | Time: 2482.73 ms
[2022-04-10 22:17:47 main:574] : INFO : Epoch 1859 | loss: 0.0310533 | val_loss: 0.0311078 | Time: 2485.57 ms
[2022-04-10 22:17:50 main:574] : INFO : Epoch 1860 | loss: 0.0310522 | val_loss: 0.0311063 | Time: 2484.46 ms
[2022-04-10 22:17:52 main:574] : INFO : Epoch 1861 | loss: 0.0310516 | val_loss: 0.0311037 | Time: 2488.47 ms
[2022-04-10 22:17:55 main:574] : INFO : Epoch 1862 | loss: 0.0310496 | val_loss: 0.0311061 | Time: 2483.12 ms
[2022-04-10 22:17:57 main:574] : INFO : Epoch 1863 | loss: 0.0310472 | val_loss: 0.0311031 | Time: 2485.12 ms
[2022-04-10 22:18:00 main:574] : INFO : Epoch 1864 | loss: 0.0310456 | val_loss: 0.0311037 | Time: 2483.56 ms
[2022-04-10 22:18:02 main:574] : INFO : Epoch 1865 | loss: 0.0310488 | val_loss: 0.0310974 | Time: 2481.58 ms
[2022-04-10 22:18:05 main:574] : INFO : Epoch 1866 | loss: 0.0310485 | val_loss: 0.0311134 | Time: 2481.65 ms
[2022-04-10 22:18:07 main:574] : INFO : Epoch 1867 | loss: 0.0310485 | val_loss: 0.0311012 | Time: 2492.86 ms
[2022-04-10 22:18:10 main:574] : INFO : Epoch 1868 | loss: 0.0310442 | val_loss: 0.0311025 | Time: 2475.84 ms
[2022-04-10 22:18:12 main:574] : INFO : Epoch 1869 | loss: 0.0310443 | val_loss: 0.0311003 | Time: 2488.66 ms
[2022-04-10 22:18:15 main:574] : INFO : Epoch 1870 | loss: 0.0310423 | val_loss: 0.0311009 | Time: 2483.06 ms
[2022-04-10 22:18:18 main:574] : INFO : Epoch 1871 | loss: 0.0310412 | val_loss: 0.0311014 | Time: 2480.52 ms
[2022-04-10 22:18:20 main:574] : INFO : Epoch 1872 | loss: 0.0310406 | val_loss: 0.0311018 | Time: 2477.34 ms
[2022-04-10 22:18:23 main:574] : INFO : Epoch 1873 | loss: 0.0310395 | val_loss: 0.0311024 | Time: 2484.55 ms
[2022-04-10 22:18:25 main:574] : INFO : Epoch 1874 | loss: 0.0310415 | val_loss: 0.0311037 | Time: 2485.43 ms
[2022-04-10 22:18:28 main:574] : INFO : Epoch 1875 | loss: 0.0310437 | val_loss: 0.0311104 | Time: 2485.23 ms
[2022-04-10 22:18:30 main:574] : INFO : Epoch 1876 | loss: 0.0310402 | val_loss: 0.0311105 | Time: 2478.04 ms
[2022-04-10 22:18:33 main:574] : INFO : Epoch 1877 | loss: 0.031043 | val_loss: 0.0311075 | Time: 2477.14 ms
[2022-04-10 22:18:35 main:574] : INFO : Epoch 1878 | loss: 0.0310473 | val_loss: 0.0311147 | Time: 2483.86 ms
[2022-04-10 22:18:38 main:574] : INFO : Epoch 1879 | loss: 0.0310468 | val_loss: 0.031111 | Time: 2481.57 ms
[2022-04-10 22:18:40 main:574] : INFO : Epoch 1880 | loss: 0.0310448 | val_loss: 0.0311084 | Time: 2489.49 ms
[2022-04-10 22:18:43 main:574] : INFO : Epoch 1881 | loss: 0.0310399 | val_loss: 0.031111 | Time: 2485.15 ms
[2022-04-10 22:18:45 main:574] : INFO : Epoch 1882 | loss: 0.0310389 | val_loss: 0.0311155 | Time: 2487.3 ms
[2022-04-10 22:18:48 main:574] : INFO : Epoch 1883 | loss: 0.0310431 | val_loss: 0.0311056 | Time: 2479.33 ms
[2022-04-10 22:18:50 main:574] : INFO : Epoch 1884 | loss: 0.0310433 | val_loss: 0.031113 | Time: 2477.41 ms
[2022-04-10 22:18:53 main:574] : INFO : Epoch 1885 | loss: 0.0310456 | val_loss: 0.03111 | Time: 2485.54 ms
[2022-04-10 22:18:55 main:574] : INFO : Epoch 1886 | loss: 0.0310449 | val_loss: 0.031111 | Time: 2484.5 ms
[2022-04-10 22:18:58 main:574] : INFO : Epoch 1887 | loss: 0.0310445 | val_loss: 0.0311075 | Time: 2484.1 ms
[2022-04-10 22:19:00 main:574] : INFO : Epoch 1888 | loss: 0.0310413 | val_loss: 0.0311076 | Time: 2480.12 ms
[2022-04-10 22:19:03 main:574] : INFO : Epoch 1889 | loss: 0.031037 | val_loss: 0.0311084 | Time: 2486.89 ms
[2022-04-10 22:19:05 main:574] : INFO : Epoch 1890 | loss: 0.0310374 | val_loss: 0.031115 | Time: 2482.04 ms
[2022-04-10 22:19:08 main:574] : INFO : Epoch 1891 | loss: 0.0310363 | val_loss: 0.0311138 | Time: 2483.01 ms
[2022-04-10 22:19:11 main:574] : INFO : Epoch 1892 | loss: 0.0310403 | val_loss: 0.0311094 | Time: 2484.34 ms
[2022-04-10 22:19:13 main:574] : INFO : Epoch 1893 | loss: 0.03104 | val_loss: 0.0311062 | Time: 2478.21 ms
[2022-04-10 22:19:16 main:574] : INFO : Epoch 1894 | loss: 0.0310371 | val_loss: 0.0311125 | Time: 2483.12 ms
[2022-04-10 22:19:18 main:574] : INFO : Epoch 1895 | loss: 0.0310419 | val_loss: 0.0311083 | Time: 2488.33 ms
[2022-04-10 22:19:21 main:574] : INFO : Epoch 1896 | loss: 0.0310437 | val_loss: 0.031105 | Time: 2478.54 ms
[2022-04-10 22:19:23 main:574] : INFO : Epoch 1897 | loss: 0.0310401 | val_loss: 0.0311028 | Time: 2487.46 ms
[2022-04-10 22:19:26 main:574] : INFO : Epoch 1898 | loss: 0.0310392 | val_loss: 0.0311048 | Time: 2483.01 ms
[2022-04-10 22:19:28 main:574] : INFO : Epoch 1899 | loss: 0.0310407 | val_loss: 0.0311181 | Time: 2483.77 ms
[2022-04-10 22:19:31 main:574] : INFO : Epoch 1900 | loss: 0.0310366 | val_loss: 0.0311133 | Time: 2474.58 ms
[2022-04-10 22:19:33 main:574] : INFO : Epoch 1901 | loss: 0.0310349 | val_loss: 0.0311027 | Time: 2490.73 ms
[2022-04-10 22:19:36 main:574] : INFO : Epoch 1902 | loss: 0.0310356 | val_loss: 0.0311117 | Time: 2483.66 ms
[2022-04-10 22:19:38 main:574] : INFO : Epoch 1903 | loss: 0.0310362 | val_loss: 0.0311092 | Time: 2478.36 ms
[2022-04-10 22:19:41 main:574] : INFO : Epoch 1904 | loss: 0.0310365 | val_loss: 0.0311019 | Time: 2477.24 ms
[2022-04-10 22:19:43 main:574] : INFO : Epoch 1905 | loss: 0.0310374 | val_loss: 0.0311059 | Time: 2488.19 ms
[2022-04-10 22:19:46 main:574] : INFO : Epoch 1906 | loss: 0.0310411 | val_loss: 0.0311065 | Time: 2479.06 ms
[2022-04-10 22:19:48 main:574] : INFO : Epoch 1907 | loss: 0.0310392 | val_loss: 0.0311081 | Time: 2483.28 ms
[2022-04-10 22:19:51 main:574] : INFO : Epoch 1908 | loss: 0.0310344 | val_loss: 0.031108 | Time: 2483.93 ms
[2022-04-10 22:19:54 main:574] : INFO : Epoch 1909 | loss: 0.031037 | val_loss: 0.0311092 | Time: 2479.1 ms
[2022-04-10 22:19:56 main:574] : INFO : Epoch 1910 | loss: 0.0310363 | val_loss: 0.0311109 | Time: 2478.35 ms
[2022-04-10 22:19:59 main:574] : INFO : Epoch 1911 | loss: 0.0310348 | val_loss: 0.0311144 | Time: 2481.39 ms
[2022-04-10 22:20:01 main:574] : INFO : Epoch 1912 | loss: 0.0310364 | val_loss: 0.0311147 | Time: 2480.5 ms
[2022-04-10 22:20:04 main:574] : INFO : Epoch 1913 | loss: 0.0310432 | val_loss: 0.0311067 | Time: 2485.57 ms
[2022-04-10 22:20:06 main:574] : INFO : Epoch 1914 | loss: 0.0310443 | val_loss: 0.0311056 | Time: 2484.71 ms
[2022-04-10 22:20:09 main:574] : INFO : Epoch 1915 | loss: 0.0310478 | val_loss: 0.0311014 | Time: 2483.23 ms
[2022-04-10 22:20:11 main:574] : INFO : Epoch 1916 | loss: 0.031043 | val_loss: 0.0311061 | Time: 2482.32 ms
[2022-04-10 22:20:14 main:574] : INFO : Epoch 1917 | loss: 0.0310431 | val_loss: 0.0311035 | Time: 2483.09 ms
[2022-04-10 22:20:16 main:574] : INFO : Epoch 1918 | loss: 0.031038 | val_loss: 0.0311097 | Time: 2489.29 ms
[2022-04-10 22:20:19 main:574] : INFO : Epoch 1919 | loss: 0.0310351 | val_loss: 0.0311065 | Time: 2486.18 ms
[2022-04-10 22:20:21 main:574] : INFO : Epoch 1920 | loss: 0.031036 | val_loss: 0.0311052 | Time: 2478.36 ms
[2022-04-10 22:20:24 main:574] : INFO : Epoch 1921 | loss: 0.0310341 | val_loss: 0.0311106 | Time: 2488.99 ms
[2022-04-10 22:20:26 main:574] : INFO : Epoch 1922 | loss: 0.0310419 | val_loss: 0.0311077 | Time: 2476.83 ms
[2022-04-10 22:20:29 main:574] : INFO : Epoch 1923 | loss: 0.0310413 | val_loss: 0.0311093 | Time: 2482.45 ms
[2022-04-10 22:20:31 main:574] : INFO : Epoch 1924 | loss: 0.0310392 | val_loss: 0.0311045 | Time: 2483.44 ms
[2022-04-10 22:20:34 main:574] : INFO : Epoch 1925 | loss: 0.0310353 | val_loss: 0.0311066 | Time: 2489.63 ms
[2022-04-10 22:20:37 main:574] : INFO : Epoch 1926 | loss: 0.0310413 | val_loss: 0.0311097 | Time: 2480.59 ms
[2022-04-10 22:20:39 main:574] : INFO : Epoch 1927 | loss: 0.0310367 | val_loss: 0.031103 | Time: 2488.31 ms
[2022-04-10 22:20:42 main:574] : INFO : Epoch 1928 | loss: 0.0310357 | val_loss: 0.031103 | Time: 2480.03 ms
[2022-04-10 22:20:44 main:574] : INFO : Epoch 1929 | loss: 0.031048 | val_loss: 0.0311148 | Time: 2487.96 ms
[2022-04-10 22:20:47 main:574] : INFO : Epoch 1930 | loss: 0.0310515 | val_loss: 0.0311198 | Time: 2481.28 ms
[2022-04-10 22:20:49 main:574] : INFO : Epoch 1931 | loss: 0.0310473 | val_loss: 0.0311001 | Time: 2486.92 ms
[2022-04-10 22:20:52 main:574] : INFO : Epoch 1932 | loss: 0.0310405 | val_loss: 0.0310979 | Time: 2482.92 ms
[2022-04-10 22:20:54 main:574] : INFO : Epoch 1933 | loss: 0.0310406 | val_loss: 0.0311013 | Time: 2488.83 ms
[2022-04-10 22:20:57 main:574] : INFO : Epoch 1934 | loss: 0.0310394 | val_loss: 0.0311063 | Time: 2483.63 ms
[2022-04-10 22:20:59 main:574] : INFO : Epoch 1935 | loss: 0.0310424 | val_loss: 0.0311003 | Time: 2484.81 ms
[2022-04-10 22:21:02 main:574] : INFO : Epoch 1936 | loss: 0.0310405 | val_loss: 0.0311047 | Time: 2484 ms
[2022-04-10 22:21:04 main:574] : INFO : Epoch 1937 | loss: 0.0310361 | val_loss: 0.0311098 | Time: 2486.51 ms
[2022-04-10 22:21:07 main:574] : INFO : Epoch 1938 | loss: 0.0310396 | val_loss: 0.0311122 | Time: 2484.61 ms
[2022-04-10 22:21:09 main:574] : INFO : Epoch 1939 | loss: 0.0310353 | val_loss: 0.0311064 | Time: 2485.01 ms
[2022-04-10 22:21:12 main:574] : INFO : Epoch 1940 | loss: 0.0310353 | val_loss: 0.0311079 | Time: 2477.5 ms
[2022-04-10 22:21:14 main:574] : INFO : Epoch 1941 | loss: 0.0310497 | val_loss: 0.0311106 | Time: 2488.88 ms
[2022-04-10 22:21:17 main:574] : INFO : Epoch 1942 | loss: 0.0310483 | val_loss: 0.0311065 | Time: 2485.51 ms
[2022-04-10 22:21:20 main:574] : INFO : Epoch 1943 | loss: 0.0310497 | val_loss: 0.031106 | Time: 2487 ms
[2022-04-10 22:21:22 main:574] : INFO : Epoch 1944 | loss: 0.0310513 | val_loss: 0.0311158 | Time: 2476.95 ms
[2022-04-10 22:21:25 main:574] : INFO : Epoch 1945 | loss: 0.0310451 | val_loss: 0.0311064 | Time: 2483.28 ms
[2022-04-10 22:21:27 main:574] : INFO : Epoch 1946 | loss: 0.0310375 | val_loss: 0.0311115 | Time: 2487.03 ms
[2022-04-10 22:21:30 main:574] : INFO : Epoch 1947 | loss: 0.031035 | val_loss: 0.0311165 | Time: 2484.77 ms
[2022-04-10 22:21:32 main:574] : INFO : Epoch 1948 | loss: 0.0310362 | val_loss: 0.0311099 | Time: 2480.39 ms
[2022-04-10 22:21:35 main:574] : INFO : Epoch 1949 | loss: 0.031037 | val_loss: 0.0311058 | Time: 2485.28 ms
[2022-04-10 22:21:37 main:574] : INFO : Epoch 1950 | loss: 0.0310375 | val_loss: 0.0311096 | Time: 2483.28 ms
[2022-04-10 22:21:40 main:574] : INFO : Epoch 1951 | loss: 0.0310365 | val_loss: 0.0311077 | Time: 2482.25 ms
[2022-04-10 22:21:42 main:574] : INFO : Epoch 1952 | loss: 0.0310399 | val_loss: 0.0311076 | Time: 2484.93 ms
[2022-04-10 22:21:45 main:574] : INFO : Epoch 1953 | loss: 0.0310425 | val_loss: 0.0311083 | Time: 2475.35 ms
[2022-04-10 22:21:47 main:574] : INFO : Epoch 1954 | loss: 0.0310441 | val_loss: 0.0311059 | Time: 2483.38 ms
[2022-04-10 22:21:50 main:574] : INFO : Epoch 1955 | loss: 0.0310403 | val_loss: 0.0310983 | Time: 2480.07 ms
[2022-04-10 22:21:52 main:574] : INFO : Epoch 1956 | loss: 0.0310396 | val_loss: 0.03111 | Time: 2477.62 ms
[2022-04-10 22:21:55 main:574] : INFO : Epoch 1957 | loss: 0.0310389 | val_loss: 0.031103 | Time: 2485.26 ms
[2022-04-10 22:21:57 main:574] : INFO : Epoch 1958 | loss: 0.0310419 | val_loss: 0.0310986 | Time: 2479.23 ms
[2022-04-10 22:22:00 main:574] : INFO : Epoch 1959 | loss: 0.0310428 | val_loss: 0.0311025 | Time: 2486.95 ms
[2022-04-10 22:22:02 main:574] : INFO : Epoch 1960 | loss: 0.0310416 | val_loss: 0.0311101 | Time: 2483.69 ms
[2022-04-10 22:22:05 main:574] : INFO : Epoch 1961 | loss: 0.0310385 | val_loss: 0.031107 | Time: 2493.48 ms
[2022-04-10 22:22:07 main:574] : INFO : Epoch 1962 | loss: 0.0310416 | val_loss: 0.0311037 | Time: 2481.67 ms
[2022-04-10 22:22:10 main:574] : INFO : Epoch 1963 | loss: 0.0310492 | val_loss: 0.0311031 | Time: 2482.08 ms
[2022-04-10 22:22:13 main:574] : INFO : Epoch 1964 | loss: 0.0310595 | val_loss: 0.0311081 | Time: 2476.82 ms
[2022-04-10 22:22:15 main:574] : INFO : Epoch 1965 | loss: 0.0310589 | val_loss: 0.0311099 | Time: 2488.83 ms
[2022-04-10 22:22:18 main:574] : INFO : Epoch 1966 | loss: 0.0310495 | val_loss: 0.0311022 | Time: 2477.31 ms
[2022-04-10 22:22:20 main:574] : INFO : Epoch 1967 | loss: 0.0310427 | val_loss: 0.0311032 | Time: 2481.5 ms
[2022-04-10 22:22:23 main:574] : INFO : Epoch 1968 | loss: 0.0310411 | val_loss: 0.0311117 | Time: 2479.4 ms
[2022-04-10 22:22:25 main:574] : INFO : Epoch 1969 | loss: 0.0310421 | val_loss: 0.0310991 | Time: 2477.62 ms
[2022-04-10 22:22:28 main:574] : INFO : Epoch 1970 | loss: 0.0310372 | val_loss: 0.0311059 | Time: 2483.49 ms
[2022-04-10 22:22:30 main:574] : INFO : Epoch 1971 | loss: 0.0310337 | val_loss: 0.031105 | Time: 2479.54 ms
[2022-04-10 22:22:33 main:574] : INFO : Epoch 1972 | loss: 0.0310309 | val_loss: 0.0311074 | Time: 2482.13 ms
[2022-04-10 22:22:35 main:574] : INFO : Epoch 1973 | loss: 0.0310367 | val_loss: 0.0311131 | Time: 2488.64 ms
[2022-04-10 22:22:38 main:574] : INFO : Epoch 1974 | loss: 0.0310361 | val_loss: 0.031101 | Time: 2474.37 ms
[2022-04-10 22:22:40 main:574] : INFO : Epoch 1975 | loss: 0.0310354 | val_loss: 0.0311054 | Time: 2479.61 ms
[2022-04-10 22:22:43 main:574] : INFO : Epoch 1976 | loss: 0.0310362 | val_loss: 0.0311078 | Time: 2474.62 ms
[2022-04-10 22:22:46 main:574] : INFO : Epoch 1977 | loss: 0.0310376 | val_loss: 0.0311021 | Time: 2489.69 ms
[2022-04-10 22:22:48 main:574] : INFO : Epoch 1978 | loss: 0.0310346 | val_loss: 0.0310943 | Time: 2486.93 ms
[2022-04-10 22:22:51 main:574] : INFO : Epoch 1979 | loss: 0.031029 | val_loss: 0.0311026 | Time: 2480.97 ms
[2022-04-10 22:22:53 main:574] : INFO : Epoch 1980 | loss: 0.0310288 | val_loss: 0.0311053 | Time: 2481.81 ms
[2022-04-10 22:22:56 main:574] : INFO : Epoch 1981 | loss: 0.0310354 | val_loss: 0.0311009 | Time: 2484.59 ms
[2022-04-10 22:22:58 main:574] : INFO : Epoch 1982 | loss: 0.031035 | val_loss: 0.0310947 | Time: 2481.46 ms
[2022-04-10 22:23:01 main:574] : INFO : Epoch 1983 | loss: 0.0310329 | val_loss: 0.0311012 | Time: 2473.71 ms
[2022-04-10 22:23:03 main:574] : INFO : Epoch 1984 | loss: 0.0310296 | val_loss: 0.0310959 | Time: 2481.4 ms
[2022-04-10 22:23:06 main:574] : INFO : Epoch 1985 | loss: 0.0310299 | val_loss: 0.0310952 | Time: 2484.99 ms
[2022-04-10 22:23:08 main:574] : INFO : Epoch 1986 | loss: 0.0310307 | val_loss: 0.0311012 | Time: 2477 ms
[2022-04-10 22:23:11 main:574] : INFO : Epoch 1987 | loss: 0.0310302 | val_loss: 0.0311022 | Time: 2485.48 ms
[2022-04-10 22:23:13 main:574] : INFO : Epoch 1988 | loss: 0.0310354 | val_loss: 0.0311025 | Time: 2479.56 ms
[2022-04-10 22:23:16 main:574] : INFO : Epoch 1989 | loss: 0.0310309 | val_loss: 0.0310975 | Time: 2486.29 ms
[2022-04-10 22:23:18 main:574] : INFO : Epoch 1990 | loss: 0.0310291 | val_loss: 0.0311031 | Time: 2481.5 ms
[2022-04-10 22:23:21 main:574] : INFO : Epoch 1991 | loss: 0.0310291 | val_loss: 0.0311064 | Time: 2485.42 ms
[2022-04-10 22:23:23 main:574] : INFO : Epoch 1992 | loss: 0.0310258 | val_loss: 0.0311034 | Time: 2480.72 ms
[2022-04-10 22:23:26 main:574] : INFO : Epoch 1993 | loss: 0.0310232 | val_loss: 0.0311077 | Time: 2485.11 ms
[2022-04-10 22:23:29 main:574] : INFO : Epoch 1994 | loss: 0.0310236 | val_loss: 0.0311037 | Time: 2486.2 ms
[2022-04-10 22:23:31 main:574] : INFO : Epoch 1995 | loss: 0.031024 | val_loss: 0.0311035 | Time: 2480.25 ms
[2022-04-10 22:23:34 main:574] : INFO : Epoch 1996 | loss: 0.0310233 | val_loss: 0.0311145 | Time: 2477.65 ms
[2022-04-10 22:23:36 main:574] : INFO : Epoch 1997 | loss: 0.0310213 | val_loss: 0.0311024 | Time: 2486.6 ms
[2022-04-10 22:23:39 main:574] : INFO : Epoch 1998 | loss: 0.0310227 | val_loss: 0.0311129 | Time: 2469.56 ms
[2022-04-10 22:23:41 main:574] : INFO : Epoch 1999 | loss: 0.0310229 | val_loss: 0.0311088 | Time: 2484.97 ms
[2022-04-10 22:23:44 main:574] : INFO : Epoch 2000 | loss: 0.0310202 | val_loss: 0.0311101 | Time: 2477.91 ms
[2022-04-10 22:23:46 main:574] : INFO : Epoch 2001 | loss: 0.0310213 | val_loss: 0.0311114 | Time: 2484.74 ms
[2022-04-10 22:23:49 main:574] : INFO : Epoch 2002 | loss: 0.0310194 | val_loss: 0.0311091 | Time: 2484.95 ms
[2022-04-10 22:23:51 main:574] : INFO : Epoch 2003 | loss: 0.0310216 | val_loss: 0.0311055 | Time: 2475.76 ms
[2022-04-10 22:23:54 main:574] : INFO : Epoch 2004 | loss: 0.0310267 | val_loss: 0.0311131 | Time: 2485.4 ms
[2022-04-10 22:23:56 main:574] : INFO : Epoch 2005 | loss: 0.0310219 | val_loss: 0.0311087 | Time: 2488.21 ms
[2022-04-10 22:23:59 main:574] : INFO : Epoch 2006 | loss: 0.0310279 | val_loss: 0.0311104 | Time: 2487.72 ms
[2022-04-10 22:24:01 main:574] : INFO : Epoch 2007 | loss: 0.0310359 | val_loss: 0.0311036 | Time: 2490.05 ms
[2022-04-10 22:24:04 main:574] : INFO : Epoch 2008 | loss: 0.0310363 | val_loss: 0.0311025 | Time: 2476.88 ms
[2022-04-10 22:24:06 main:574] : INFO : Epoch 2009 | loss: 0.0310356 | val_loss: 0.0311104 | Time: 2485.6 ms
[2022-04-10 22:24:09 main:574] : INFO : Epoch 2010 | loss: 0.0310294 | val_loss: 0.0311126 | Time: 2477.93 ms
[2022-04-10 22:24:11 main:574] : INFO : Epoch 2011 | loss: 0.0310304 | val_loss: 0.0311136 | Time: 2478.05 ms
[2022-04-10 22:24:14 main:574] : INFO : Epoch 2012 | loss: 0.0310285 | val_loss: 0.0311049 | Time: 2474.55 ms
[2022-04-10 22:24:17 main:574] : INFO : Epoch 2013 | loss: 0.0310235 | val_loss: 0.0311137 | Time: 2491.99 ms
[2022-04-10 22:24:19 main:574] : INFO : Epoch 2014 | loss: 0.0310185 | val_loss: 0.031112 | Time: 2479.28 ms
[2022-04-10 22:24:22 main:574] : INFO : Epoch 2015 | loss: 0.0310192 | val_loss: 0.0311138 | Time: 2486.77 ms
[2022-04-10 22:24:24 main:574] : INFO : Epoch 2016 | loss: 0.0310183 | val_loss: 0.0311098 | Time: 2481.56 ms
[2022-04-10 22:24:27 main:574] : INFO : Epoch 2017 | loss: 0.031019 | val_loss: 0.0311048 | Time: 2482.12 ms
[2022-04-10 22:24:29 main:574] : INFO : Epoch 2018 | loss: 0.0310195 | val_loss: 0.0311093 | Time: 2487.01 ms
[2022-04-10 22:24:32 main:574] : INFO : Epoch 2019 | loss: 0.0310185 | val_loss: 0.03112 | Time: 2490.33 ms
[2022-04-10 22:24:34 main:574] : INFO : Epoch 2020 | loss: 0.0310211 | val_loss: 0.0311141 | Time: 2481.2 ms
[2022-04-10 22:24:37 main:574] : INFO : Epoch 2021 | loss: 0.0310209 | val_loss: 0.0311097 | Time: 2480.93 ms
[2022-04-10 22:24:39 main:574] : INFO : Epoch 2022 | loss: 0.03102 | val_loss: 0.0311028 | Time: 2482.98 ms
[2022-04-10 22:24:42 main:574] : INFO : Epoch 2023 | loss: 0.0310222 | val_loss: 0.0311001 | Time: 2488.54 ms
[2022-04-10 22:24:44 main:574] : INFO : Epoch 2024 | loss: 0.0310229 | val_loss: 0.0310991 | Time: 2482.2 ms
[2022-04-10 22:24:47 main:574] : INFO : Epoch 2025 | loss: 0.0310259 | val_loss: 0.0310998 | Time: 2489.05 ms
[2022-04-10 22:24:49 main:574] : INFO : Epoch 2026 | loss: 0.0310273 | val_loss: 0.0311041 | Time: 2489.31 ms
[2022-04-10 22:24:52 main:574] : INFO : Epoch 2027 | loss: 0.0310258 | val_loss: 0.0311037 | Time: 2487.07 ms
[2022-04-10 22:24:54 main:574] : INFO : Epoch 2028 | loss: 0.0310291 | val_loss: 0.0311029 | Time: 2484.13 ms
[2022-04-10 22:24:57 main:574] : INFO : Epoch 2029 | loss: 0.0310266 | val_loss: 0.0310993 | Time: 2482.3 ms
[2022-04-10 22:25:00 main:574] : INFO : Epoch 2030 | loss: 0.0310279 | val_loss: 0.0310974 | Time: 2481.07 ms
[2022-04-10 22:25:02 main:574] : INFO : Epoch 2031 | loss: 0.0310333 | val_loss: 0.0311004 | Time: 2482.61 ms
[2022-04-10 22:25:05 main:574] : INFO : Epoch 2032 | loss: 0.031034 | val_loss: 0.0311123 | Time: 2472.23 ms
[2022-04-10 22:25:07 main:574] : INFO : Epoch 2033 | loss: 0.0310317 | val_loss: 0.0311084 | Time: 2488.33 ms
[2022-04-10 22:25:10 main:574] : INFO : Epoch 2034 | loss: 0.0310343 | val_loss: 0.0311091 | Time: 2480.99 ms
[2022-04-10 22:25:12 main:574] : INFO : Epoch 2035 | loss: 0.0310298 | val_loss: 0.0311019 | Time: 2489.29 ms
[2022-04-10 22:25:15 main:574] : INFO : Epoch 2036 | loss: 0.0310304 | val_loss: 0.0311014 | Time: 2479.75 ms
[2022-04-10 22:25:17 main:574] : INFO : Epoch 2037 | loss: 0.0310472 | val_loss: 0.0311019 | Time: 2494.15 ms
[2022-04-10 22:25:20 main:574] : INFO : Epoch 2038 | loss: 0.031043 | val_loss: 0.0311025 | Time: 2485.71 ms
[2022-04-10 22:25:22 main:574] : INFO : Epoch 2039 | loss: 0.0310544 | val_loss: 0.0311035 | Time: 2478.98 ms
[2022-04-10 22:25:25 main:574] : INFO : Epoch 2040 | loss: 0.0310615 | val_loss: 0.0311015 | Time: 2487.47 ms
[2022-04-10 22:25:27 main:574] : INFO : Epoch 2041 | loss: 0.03107 | val_loss: 0.0310987 | Time: 2480.67 ms
[2022-04-10 22:25:30 main:574] : INFO : Epoch 2042 | loss: 0.0310637 | val_loss: 0.0310958 | Time: 2484.82 ms
[2022-04-10 22:25:32 main:574] : INFO : Epoch 2043 | loss: 0.0310534 | val_loss: 0.0310981 | Time: 2486.79 ms
[2022-04-10 22:25:35 main:574] : INFO : Epoch 2044 | loss: 0.0310494 | val_loss: 0.031094 | Time: 2479.14 ms
[2022-04-10 22:25:37 main:574] : INFO : Epoch 2045 | loss: 0.0310481 | val_loss: 0.0311007 | Time: 2484.51 ms
[2022-04-10 22:25:40 main:574] : INFO : Epoch 2046 | loss: 0.0310433 | val_loss: 0.0310927 | Time: 2485.89 ms
[2022-04-10 22:25:43 main:574] : INFO : Epoch 2047 | loss: 0.0310447 | val_loss: 0.0310904 | Time: 2480.26 ms
[2022-04-10 22:25:45 main:574] : INFO : Epoch 2048 | loss: 0.0310418 | val_loss: 0.0310958 | Time: 2479.54 ms
[2022-04-10 22:25:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310958
[2022-04-10 22:25:45 main:603] : INFO : Saving end state to config to file
[2022-04-10 22:25:45 main:608] : INFO : Success, exiting..
22:25:45 (16128): 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)