Task 11226735
| Name | ParityModified-1639962377-27383-2-0_0 |
| Workunit | 8497941 |
| Created | 1 Feb 2022, 19:00:46 UTC |
| Sent | 15 Feb 2022, 23:20:22 UTC |
| Report deadline | 23 Feb 2022, 23:20:22 UTC |
| Received | 16 Feb 2022, 2:02:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 39 min 24 sec |
| CPU time | 1 hours 34 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,141.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-02-16 01:36:47 main:574] : INFO : Epoch 1542 | loss: 0.0311324 | val_loss: 0.0311483 | Time: 2470.51 ms [2022-02-16 01:36:50 main:574] : INFO : Epoch 1543 | loss: 0.0311297 | val_loss: 0.0311429 | Time: 2508.24 ms [2022-02-16 01:36:52 main:574] : INFO : Epoch 1544 | loss: 0.0311273 | val_loss: 0.0311457 | Time: 2459.46 ms [2022-02-16 01:36:55 main:574] : INFO : Epoch 1545 | loss: 0.0311267 | val_loss: 0.0311454 | Time: 2461.22 ms [2022-02-16 01:36:57 main:574] : INFO : Epoch 1546 | loss: 0.031125 | val_loss: 0.0311448 | Time: 2461.3 ms [2022-02-16 01:37:00 main:574] : INFO : Epoch 1547 | loss: 0.0311222 | val_loss: 0.031152 | Time: 2459.86 ms [2022-02-16 01:37:02 main:574] : INFO : Epoch 1548 | loss: 0.0311237 | val_loss: 0.0311461 | Time: 2486.53 ms [2022-02-16 01:37:05 main:574] : INFO : Epoch 1549 | loss: 0.0311217 | val_loss: 0.0311452 | Time: 2444.56 ms [2022-02-16 01:37:07 main:574] : INFO : Epoch 1550 | loss: 0.0311212 | val_loss: 0.0311453 | Time: 2466.01 ms [2022-02-16 01:37:09 main:574] : INFO : Epoch 1551 | loss: 0.0311236 | val_loss: 0.0311447 | Time: 2420.56 ms [2022-02-16 01:37:12 main:574] : INFO : Epoch 1552 | loss: 0.0311229 | val_loss: 0.0311447 | Time: 2484.13 ms [2022-02-16 01:37:14 main:574] : INFO : Epoch 1553 | loss: 0.0311216 | val_loss: 0.0311455 | Time: 2435.1 ms [2022-02-16 01:37:17 main:574] : INFO : Epoch 1554 | loss: 0.031121 | val_loss: 0.031147 | Time: 2471.79 ms [2022-02-16 01:37:19 main:574] : INFO : Epoch 1555 | loss: 0.03112 | val_loss: 0.0311475 | Time: 2469.44 ms [2022-02-16 01:37:22 main:574] : INFO : Epoch 1556 | loss: 0.0311279 | val_loss: 0.0311541 | Time: 2505.53 ms [2022-02-16 01:37:24 main:574] : INFO : Epoch 1557 | loss: 0.031128 | val_loss: 0.0311511 | Time: 2494 ms [2022-02-16 01:37:27 main:574] : INFO : Epoch 1558 | loss: 0.0311257 | val_loss: 0.0311489 | Time: 2482.85 ms [2022-02-16 01:37:29 main:574] : INFO : Epoch 1559 | loss: 0.0311245 | val_loss: 0.031152 | Time: 2480.93 ms [2022-02-16 01:37:32 main:574] : INFO : Epoch 1560 | loss: 0.0311233 | val_loss: 0.0311454 | Time: 2455.52 ms [2022-02-16 01:37:34 main:574] : INFO : Epoch 1561 | loss: 0.0311222 | val_loss: 0.031146 | Time: 2479.11 ms [2022-02-16 01:37:37 main:574] : INFO : Epoch 1562 | loss: 0.0311208 | val_loss: 0.0311498 | Time: 2492.06 ms [2022-02-16 01:37:39 main:574] : INFO : Epoch 1563 | loss: 0.0311258 | val_loss: 0.0311548 | Time: 2517.33 ms [2022-02-16 01:37:42 main:574] : INFO : Epoch 1564 | loss: 0.0311241 | val_loss: 0.0311504 | Time: 2471.37 ms [2022-02-16 01:37:44 main:574] : INFO : Epoch 1565 | loss: 0.0311274 | val_loss: 0.0311502 | Time: 2490.51 ms [2022-02-16 01:37:47 main:574] : INFO : Epoch 1566 | loss: 0.0311249 | val_loss: 0.0311497 | Time: 2461.75 ms [2022-02-16 01:37:49 main:574] : INFO : Epoch 1567 | loss: 0.0311265 | val_loss: 0.0311455 | Time: 2496.39 ms [2022-02-16 01:37:52 main:574] : INFO : Epoch 1568 | loss: 0.0311232 | val_loss: 0.031146 | Time: 2418.6 ms [2022-02-16 01:37:54 main:574] : INFO : Epoch 1569 | loss: 0.0311225 | val_loss: 0.031144 | Time: 2800.52 ms [2022-02-16 01:37:57 main:574] : INFO : Epoch 1570 | loss: 0.031121 | val_loss: 0.0311436 | Time: 2505.01 ms [2022-02-16 01:37:59 main:574] : INFO : Epoch 1571 | loss: 0.0311225 | val_loss: 0.0311415 | Time: 2499.03 ms [2022-02-16 01:38:02 main:574] : INFO : Epoch 1572 | loss: 0.0311258 | val_loss: 0.031144 | Time: 2449.14 ms [2022-02-16 01:38:04 main:574] : INFO : Epoch 1573 | loss: 0.031123 | val_loss: 0.0311436 | Time: 2449.14 ms [2022-02-16 01:38:07 main:574] : INFO : Epoch 1574 | loss: 0.0311214 | val_loss: 0.0311429 | Time: 2424.02 ms [2022-02-16 01:38:09 main:574] : INFO : Epoch 1575 | loss: 0.03112 | val_loss: 0.0311465 | Time: 2478.24 ms [2022-02-16 01:38:12 main:574] : INFO : Epoch 1576 | loss: 0.0311228 | val_loss: 0.0311435 | Time: 2462.66 ms [2022-02-16 01:38:14 main:574] : INFO : Epoch 1577 | loss: 0.0311237 | val_loss: 0.0311462 | Time: 2497.36 ms [2022-02-16 01:38:17 main:574] : INFO : Epoch 1578 | loss: 0.0311214 | val_loss: 0.0311451 | Time: 2454.44 ms [2022-02-16 01:38:19 main:574] : INFO : Epoch 1579 | loss: 0.0311231 | val_loss: 0.0311464 | Time: 2533.83 ms [2022-02-16 01:38:22 main:574] : INFO : Epoch 1580 | loss: 0.031122 | val_loss: 0.0311441 | Time: 2536.62 ms [2022-02-16 01:38:24 main:574] : INFO : Epoch 1581 | loss: 0.0311234 | val_loss: 0.0311411 | Time: 2672.85 ms [2022-02-16 01:38:27 main:574] : INFO : Epoch 1582 | loss: 0.0311208 | val_loss: 0.0311441 | Time: 2662.82 ms [2022-02-16 01:38:30 main:574] : INFO : Epoch 1583 | loss: 0.0311198 | val_loss: 0.031146 | Time: 2735.81 ms [2022-02-16 01:38:33 main:574] : INFO : Epoch 1584 | loss: 0.0311183 | val_loss: 0.0311471 | Time: 2631.83 ms [2022-02-16 01:38:35 main:574] : INFO : Epoch 1585 | loss: 0.0311213 | val_loss: 0.0311463 | Time: 2667.99 ms [2022-02-16 01:38:38 main:574] : INFO : Epoch 1586 | loss: 0.0311197 | val_loss: 0.0311472 | Time: 2597.4 ms [2022-02-16 01:38:41 main:574] : INFO : Epoch 1587 | loss: 0.031125 | val_loss: 0.0311433 | Time: 2670.29 ms [2022-02-16 01:38:43 main:574] : INFO : Epoch 1588 | loss: 0.0311249 | val_loss: 0.0311466 | Time: 2600.78 ms [2022-02-16 01:38:46 main:574] : INFO : Epoch 1589 | loss: 0.0311273 | val_loss: 0.0311456 | Time: 2604.33 ms [2022-02-16 01:38:48 main:574] : INFO : Epoch 1590 | loss: 0.0311284 | val_loss: 0.0311518 | Time: 2628.86 ms [2022-02-16 01:38:51 main:574] : INFO : Epoch 1591 | loss: 0.0311274 | val_loss: 0.0311458 | Time: 2622.26 ms [2022-02-16 01:38:54 main:574] : INFO : Epoch 1592 | loss: 0.0311269 | val_loss: 0.0311487 | Time: 2613.68 ms [2022-02-16 01:38:56 main:574] : INFO : Epoch 1593 | loss: 0.0311238 | val_loss: 0.0311401 | Time: 2576.3 ms [2022-02-16 01:38:59 main:574] : INFO : Epoch 1594 | loss: 0.0311201 | val_loss: 0.0311447 | Time: 2586.41 ms [2022-02-16 01:39:01 main:574] : INFO : Epoch 1595 | loss: 0.0311213 | val_loss: 0.0311424 | Time: 2604.44 ms [2022-02-16 01:39:04 main:574] : INFO : Epoch 1596 | loss: 0.0311201 | val_loss: 0.031146 | Time: 2639.19 ms [2022-02-16 01:39:07 main:574] : INFO : Epoch 1597 | loss: 0.0311236 | val_loss: 0.0311451 | Time: 2613.89 ms [2022-02-16 01:39:09 main:574] : INFO : Epoch 1598 | loss: 0.0311248 | val_loss: 0.0311449 | Time: 2693.72 ms [2022-02-16 01:39:12 main:574] : INFO : Epoch 1599 | loss: 0.0311264 | val_loss: 0.0311501 | Time: 2667.14 ms [2022-02-16 01:39:15 main:574] : INFO : Epoch 1600 | loss: 0.0311339 | val_loss: 0.0311597 | Time: 2611.4 ms [2022-02-16 01:39:17 main:574] : INFO : Epoch 1601 | loss: 0.0311355 | val_loss: 0.0311553 | Time: 2557.29 ms [2022-02-16 01:39:20 main:574] : INFO : Epoch 1602 | loss: 0.0311314 | val_loss: 0.0311545 | Time: 2533.82 ms [2022-02-16 01:39:22 main:574] : INFO : Epoch 1603 | loss: 0.0311354 | val_loss: 0.0311662 | Time: 2498.95 ms [2022-02-16 01:39:25 main:574] : INFO : Epoch 1604 | loss: 0.031143 | val_loss: 0.0311605 | Time: 2510.5 ms [2022-02-16 01:39:27 main:574] : INFO : Epoch 1605 | loss: 0.0311389 | val_loss: 0.0311606 | Time: 2512 ms [2022-02-16 01:39:30 main:574] : INFO : Epoch 1606 | loss: 0.0311376 | val_loss: 0.0311625 | Time: 2482.82 ms [2022-02-16 01:39:32 main:574] : INFO : Epoch 1607 | loss: 0.0311364 | val_loss: 0.0311593 | Time: 2494.23 ms [2022-02-16 01:39:35 main:574] : INFO : Epoch 1608 | loss: 0.0311356 | val_loss: 0.0311607 | Time: 2554.65 ms [2022-02-16 01:39:37 main:574] : INFO : Epoch 1609 | loss: 0.0311353 | val_loss: 0.0311575 | Time: 2523.05 ms [2022-02-16 01:39:40 main:574] : INFO : Epoch 1610 | loss: 0.0311379 | val_loss: 0.0311602 | Time: 2566.17 ms [2022-02-16 01:39:43 main:574] : INFO : Epoch 1611 | loss: 0.0311362 | val_loss: 0.0311542 | Time: 3041.01 ms [2022-02-16 01:39:46 main:574] : INFO : Epoch 1612 | loss: 0.031135 | val_loss: 0.0311587 | Time: 2972.83 ms [2022-02-16 01:39:49 main:574] : INFO : Epoch 1613 | loss: 0.031134 | val_loss: 0.0311555 | Time: 3012.59 ms [2022-02-16 01:39:52 main:574] : INFO : Epoch 1614 | loss: 0.0311337 | val_loss: 0.031153 | Time: 3014.18 ms [2022-02-16 01:39:55 main:574] : INFO : Epoch 1615 | loss: 0.0311339 | val_loss: 0.0311543 | Time: 2972.49 ms [2022-02-16 01:39:58 main:574] : INFO : Epoch 1616 | loss: 0.0311333 | val_loss: 0.0311526 | Time: 3075.42 ms [2022-02-16 01:40:01 main:574] : INFO : Epoch 1617 | loss: 0.0311301 | val_loss: 0.031148 | Time: 3030.96 ms [2022-02-16 01:40:04 main:574] : INFO : Epoch 1618 | loss: 0.0311289 | val_loss: 0.031149 | Time: 3055.97 ms [2022-02-16 01:40:07 main:574] : INFO : Epoch 1619 | loss: 0.0311292 | val_loss: 0.0311497 | Time: 2999.54 ms [2022-02-16 01:40:10 main:574] : INFO : Epoch 1620 | loss: 0.0311292 | val_loss: 0.0311541 | Time: 3002.27 ms [2022-02-16 01:40:13 main:574] : INFO : Epoch 1621 | loss: 0.0311316 | val_loss: 0.031152 | Time: 3092.05 ms [2022-02-16 01:40:17 main:574] : INFO : Epoch 1622 | loss: 0.0311285 | val_loss: 0.0311517 | Time: 3331.55 ms [2022-02-16 01:40:20 main:574] : INFO : Epoch 1623 | loss: 0.0311262 | val_loss: 0.0311505 | Time: 3012.3 ms [2022-02-16 01:40:23 main:574] : INFO : Epoch 1624 | loss: 0.0311258 | val_loss: 0.0311491 | Time: 3043.65 ms [2022-02-16 01:40:26 main:574] : INFO : Epoch 1625 | loss: 0.0311263 | val_loss: 0.0311484 | Time: 3036.98 ms [2022-02-16 01:40:29 main:574] : INFO : Epoch 1626 | loss: 0.0311263 | val_loss: 0.0311539 | Time: 3003.3 ms [2022-02-16 01:40:32 main:574] : INFO : Epoch 1627 | loss: 0.0311252 | val_loss: 0.0311509 | Time: 3068.51 ms [2022-02-16 01:40:35 main:574] : INFO : Epoch 1628 | loss: 0.0311245 | val_loss: 0.0311496 | Time: 3022.19 ms [2022-02-16 01:40:38 main:574] : INFO : Epoch 1629 | loss: 0.0311259 | val_loss: 0.0311521 | Time: 3052.37 ms [2022-02-16 01:40:41 main:574] : INFO : Epoch 1630 | loss: 0.0311245 | val_loss: 0.0311509 | Time: 3009.05 ms [2022-02-16 01:40:44 main:574] : INFO : Epoch 1631 | loss: 0.031123 | val_loss: 0.0311493 | Time: 3024.13 ms [2022-02-16 01:40:47 main:574] : INFO : Epoch 1632 | loss: 0.031122 | val_loss: 0.0311468 | Time: 2969.94 ms [2022-02-16 01:40:50 main:574] : INFO : Epoch 1633 | loss: 0.0311227 | val_loss: 0.0311464 | Time: 3049.54 ms [2022-02-16 01:40:53 main:574] : INFO : Epoch 1634 | loss: 0.0311222 | val_loss: 0.0311485 | Time: 2970.74 ms [2022-02-16 01:40:56 main:574] : INFO : Epoch 1635 | loss: 0.0311226 | val_loss: 0.0311517 | Time: 3023.07 ms [2022-02-16 01:40:59 main:574] : INFO : Epoch 1636 | loss: 0.031121 | val_loss: 0.031151 | Time: 2984.62 ms [2022-02-16 01:41:02 main:574] : INFO : Epoch 1637 | loss: 0.0311187 | val_loss: 0.0311507 | Time: 2960.78 ms [2022-02-16 01:41:05 main:574] : INFO : Epoch 1638 | loss: 0.0311211 | val_loss: 0.0311468 | Time: 3044.83 ms [2022-02-16 01:41:08 main:574] : INFO : Epoch 1639 | loss: 0.0311237 | val_loss: 0.0311481 | Time: 2967.37 ms [2022-02-16 01:41:11 main:574] : INFO : Epoch 1640 | loss: 0.0311222 | val_loss: 0.0311494 | Time: 3019.5 ms [2022-02-16 01:41:14 main:574] : INFO : Epoch 1641 | loss: 0.0311202 | val_loss: 0.0311452 | Time: 2956.56 ms [2022-02-16 01:41:17 main:574] : INFO : Epoch 1642 | loss: 0.0311203 | val_loss: 0.0311451 | Time: 3039.89 ms [2022-02-16 01:41:20 main:574] : INFO : Epoch 1643 | loss: 0.0311222 | val_loss: 0.0311465 | Time: 2981.49 ms [2022-02-16 01:41:23 main:574] : INFO : Epoch 1644 | loss: 0.0311204 | val_loss: 0.0311465 | Time: 2984.8 ms [2022-02-16 01:41:26 main:574] : INFO : Epoch 1645 | loss: 0.031119 | val_loss: 0.0311471 | Time: 3023.1 ms [2022-02-16 01:41:29 main:574] : INFO : Epoch 1646 | loss: 0.0311226 | val_loss: 0.0311444 | Time: 2997.55 ms [2022-02-16 01:41:32 main:574] : INFO : Epoch 1647 | loss: 0.031123 | val_loss: 0.0311465 | Time: 3009.41 ms [2022-02-16 01:41:35 main:574] : INFO : Epoch 1648 | loss: 0.0311219 | val_loss: 0.0311493 | Time: 3021.99 ms [2022-02-16 01:41:38 main:574] : INFO : Epoch 1649 | loss: 0.0311265 | val_loss: 0.0311512 | Time: 2985.5 ms [2022-02-16 01:41:41 main:574] : INFO : Epoch 1650 | loss: 0.0311275 | val_loss: 0.0311469 | Time: 2997.05 ms [2022-02-16 01:41:44 main:574] : INFO : Epoch 1651 | loss: 0.0311265 | val_loss: 0.0311494 | Time: 3051.16 ms [2022-02-16 01:41:47 main:574] : INFO : Epoch 1652 | loss: 0.0311315 | val_loss: 0.0311481 | Time: 2991.96 ms [2022-02-16 01:41:50 main:574] : INFO : Epoch 1653 | loss: 0.0311321 | val_loss: 0.0311493 | Time: 2982.35 ms [2022-02-16 01:41:53 main:574] : INFO : Epoch 1654 | loss: 0.0311278 | val_loss: 0.031147 | Time: 2970.68 ms [2022-02-16 01:41:56 main:574] : INFO : Epoch 1655 | loss: 0.0311248 | val_loss: 0.0311513 | Time: 3005.59 ms [2022-02-16 01:41:59 main:574] : INFO : Epoch 1656 | loss: 0.0311279 | val_loss: 0.0311606 | Time: 3018.47 ms [2022-02-16 01:42:02 main:574] : INFO : Epoch 1657 | loss: 0.0311254 | val_loss: 0.0311475 | Time: 3008 ms [2022-02-16 01:42:05 main:574] : INFO : Epoch 1658 | loss: 0.0311244 | val_loss: 0.0311493 | Time: 2958.99 ms [2022-02-16 01:42:08 main:574] : INFO : Epoch 1659 | loss: 0.0311214 | val_loss: 0.0311474 | Time: 2898.98 ms [2022-02-16 01:42:11 main:574] : INFO : Epoch 1660 | loss: 0.0311229 | val_loss: 0.0311518 | Time: 3059.71 ms [2022-02-16 01:42:14 main:574] : INFO : Epoch 1661 | loss: 0.0311213 | val_loss: 0.0311454 | Time: 2957.05 ms [2022-02-16 01:42:17 main:574] : INFO : Epoch 1662 | loss: 0.031122 | val_loss: 0.0311497 | Time: 2986.08 ms [2022-02-16 01:42:20 main:574] : INFO : Epoch 1663 | loss: 0.0311273 | val_loss: 0.0311488 | Time: 2988.72 ms [2022-02-16 01:42:23 main:574] : INFO : Epoch 1664 | loss: 0.0311268 | val_loss: 0.0311457 | Time: 2971.1 ms [2022-02-16 01:42:26 main:574] : INFO : Epoch 1665 | loss: 0.0311245 | val_loss: 0.0311487 | Time: 3003.95 ms [2022-02-16 01:42:29 main:574] : INFO : Epoch 1666 | loss: 0.0311237 | val_loss: 0.0311457 | Time: 3020.79 ms [2022-02-16 01:42:32 main:574] : INFO : Epoch 1667 | loss: 0.0311212 | val_loss: 0.0311467 | Time: 2948.8 ms [2022-02-16 01:42:35 main:574] : INFO : Epoch 1668 | loss: 0.0311221 | val_loss: 0.0311506 | Time: 3031.81 ms [2022-02-16 01:42:38 main:574] : INFO : Epoch 1669 | loss: 0.0311225 | val_loss: 0.0311475 | Time: 3053.12 ms [2022-02-16 01:42:41 main:574] : INFO : Epoch 1670 | loss: 0.0311241 | val_loss: 0.031147 | Time: 3014.58 ms [2022-02-16 01:42:44 main:574] : INFO : Epoch 1671 | loss: 0.0311195 | val_loss: 0.0311463 | Time: 3019.36 ms [2022-02-16 01:42:47 main:574] : INFO : Epoch 1672 | loss: 0.0311192 | val_loss: 0.0311459 | Time: 3010.66 ms [2022-02-16 01:42:50 main:574] : INFO : Epoch 1673 | loss: 0.0311203 | val_loss: 0.0311474 | Time: 2990.03 ms [2022-02-16 01:42:53 main:574] : INFO : Epoch 1674 | loss: 0.0311257 | val_loss: 0.0311453 | Time: 3019.13 ms [2022-02-16 01:42:56 main:574] : INFO : Epoch 1675 | loss: 0.0311307 | val_loss: 0.0311443 | Time: 2965.73 ms [2022-02-16 01:42:59 main:574] : INFO : Epoch 1676 | loss: 0.0311265 | val_loss: 0.0311425 | Time: 2979.06 ms [2022-02-16 01:43:02 main:574] : INFO : Epoch 1677 | loss: 0.0311232 | val_loss: 0.0311462 | Time: 2993.38 ms [2022-02-16 01:43:05 main:574] : INFO : Epoch 1678 | loss: 0.031139 | val_loss: 0.0311546 | Time: 3036.27 ms [2022-02-16 01:43:08 main:574] : INFO : Epoch 1679 | loss: 0.0311404 | val_loss: 0.0311475 | Time: 2923.54 ms [2022-02-16 01:43:11 main:574] : INFO : Epoch 1680 | loss: 0.0311361 | val_loss: 0.031146 | Time: 2928.6 ms [2022-02-16 01:43:14 main:574] : INFO : Epoch 1681 | loss: 0.0311331 | val_loss: 0.0311452 | Time: 2934.72 ms [2022-02-16 01:43:17 main:574] : INFO : Epoch 1682 | loss: 0.0311295 | val_loss: 0.0311436 | Time: 2988.49 ms [2022-02-16 01:43:20 main:574] : INFO : Epoch 1683 | loss: 0.0311261 | val_loss: 0.0311433 | Time: 2975.41 ms [2022-02-16 01:43:23 main:574] : INFO : Epoch 1684 | loss: 0.0311258 | val_loss: 0.0311452 | Time: 2935.84 ms [2022-02-16 01:43:26 main:574] : INFO : Epoch 1685 | loss: 0.0311239 | val_loss: 0.0311441 | Time: 2985.12 ms [2022-02-16 01:43:29 main:574] : INFO : Epoch 1686 | loss: 0.0311224 | val_loss: 0.0311436 | Time: 3002.24 ms [2022-02-16 01:43:32 main:574] : INFO : Epoch 1687 | loss: 0.0311217 | val_loss: 0.0311467 | Time: 2960.3 ms [2022-02-16 01:43:35 main:574] : INFO : Epoch 1688 | loss: 0.0311213 | val_loss: 0.0311461 | Time: 2993.12 ms [2022-02-16 01:43:38 main:574] : INFO : Epoch 1689 | loss: 0.031124 | val_loss: 0.0311448 | Time: 3015.45 ms [2022-02-16 01:43:41 main:574] : INFO : Epoch 1690 | loss: 0.0311253 | val_loss: 0.0311481 | Time: 3003.06 ms [2022-02-16 01:43:44 main:574] : INFO : Epoch 1691 | loss: 0.0311258 | val_loss: 0.0311488 | Time: 2991.91 ms [2022-02-16 01:43:47 main:574] : INFO : Epoch 1692 | loss: 0.0311232 | val_loss: 0.0311458 | Time: 2992.33 ms [2022-02-16 01:43:50 main:574] : INFO : Epoch 1693 | loss: 0.0311252 | val_loss: 0.0311477 | Time: 2982.46 ms [2022-02-16 01:43:53 main:574] : INFO : Epoch 1694 | loss: 0.0311216 | val_loss: 0.0311464 | Time: 2943.07 ms [2022-02-16 01:43:56 main:574] : INFO : Epoch 1695 | loss: 0.031123 | val_loss: 0.0311459 | Time: 2998.05 ms [2022-02-16 01:43:59 main:574] : INFO : Epoch 1696 | loss: 0.0311222 | val_loss: 0.0311464 | Time: 2925.48 ms [2022-02-16 01:44:02 main:574] : INFO : Epoch 1697 | loss: 0.0311221 | val_loss: 0.0311451 | Time: 2986.21 ms [2022-02-16 01:44:05 main:574] : INFO : Epoch 1698 | loss: 0.031132 | val_loss: 0.0311597 | Time: 2934.38 ms [2022-02-16 01:44:08 main:574] : INFO : Epoch 1699 | loss: 0.031139 | val_loss: 0.0311533 | Time: 3006.48 ms [2022-02-16 01:44:11 main:574] : INFO : Epoch 1700 | loss: 0.031132 | val_loss: 0.0311479 | Time: 3016.45 ms [2022-02-16 01:44:14 main:574] : INFO : Epoch 1701 | loss: 0.0311284 | val_loss: 0.0311471 | Time: 3024.12 ms [2022-02-16 01:44:17 main:574] : INFO : Epoch 1702 | loss: 0.0311266 | val_loss: 0.0311499 | Time: 2969.36 ms [2022-02-16 01:44:20 main:574] : INFO : Epoch 1703 | loss: 0.0311274 | val_loss: 0.0311469 | Time: 2967.09 ms [2022-02-16 01:44:23 main:574] : INFO : Epoch 1704 | loss: 0.0311261 | val_loss: 0.031145 | Time: 2974.25 ms [2022-02-16 01:44:26 main:574] : INFO : Epoch 1705 | loss: 0.031128 | val_loss: 0.0311547 | Time: 3043.15 ms [2022-02-16 01:44:29 main:574] : INFO : Epoch 1706 | loss: 0.0311245 | val_loss: 0.031147 | Time: 2952.65 ms [2022-02-16 01:44:32 main:574] : INFO : Epoch 1707 | loss: 0.0311235 | val_loss: 0.0311487 | Time: 2988.58 ms [2022-02-16 01:44:35 main:574] : INFO : Epoch 1708 | loss: 0.0311225 | val_loss: 0.0311483 | Time: 2972.72 ms [2022-02-16 01:44:38 main:574] : INFO : Epoch 1709 | loss: 0.0311217 | val_loss: 0.0311434 | Time: 2998.24 ms [2022-02-16 01:44:41 main:574] : INFO : Epoch 1710 | loss: 0.0311207 | val_loss: 0.0311449 | Time: 3006.05 ms [2022-02-16 01:44:44 main:574] : INFO : Epoch 1711 | loss: 0.0311214 | val_loss: 0.0311459 | Time: 3005.5 ms [2022-02-16 01:44:47 main:574] : INFO : Epoch 1712 | loss: 0.0311207 | val_loss: 0.0311485 | Time: 2945.48 ms [2022-02-16 01:44:50 main:574] : INFO : Epoch 1713 | loss: 0.0311193 | val_loss: 0.0311488 | Time: 2987.56 ms [2022-02-16 01:44:52 main:574] : INFO : Epoch 1714 | loss: 0.0311239 | val_loss: 0.0311451 | Time: 2910.69 ms [2022-02-16 01:44:55 main:574] : INFO : Epoch 1715 | loss: 0.0311224 | val_loss: 0.0311472 | Time: 3000.56 ms [2022-02-16 01:44:58 main:574] : INFO : Epoch 1716 | loss: 0.0311218 | val_loss: 0.0311477 | Time: 2956.61 ms [2022-02-16 01:45:01 main:574] : INFO : Epoch 1717 | loss: 0.0311236 | val_loss: 0.0311466 | Time: 2952.06 ms [2022-02-16 01:45:04 main:574] : INFO : Epoch 1718 | loss: 0.0311273 | val_loss: 0.0311455 | Time: 3010.75 ms [2022-02-16 01:45:07 main:574] : INFO : Epoch 1719 | loss: 0.0311278 | val_loss: 0.0311441 | Time: 2934.82 ms [2022-02-16 01:45:10 main:574] : INFO : Epoch 1720 | loss: 0.0311311 | val_loss: 0.0311468 | Time: 2968.14 ms [2022-02-16 01:45:13 main:574] : INFO : Epoch 1721 | loss: 0.0311301 | val_loss: 0.0311483 | Time: 2963.73 ms [2022-02-16 01:45:16 main:574] : INFO : Epoch 1722 | loss: 0.0311286 | val_loss: 0.0311474 | Time: 3000.47 ms [2022-02-16 01:45:19 main:574] : INFO : Epoch 1723 | loss: 0.0311259 | val_loss: 0.0311483 | Time: 2993.18 ms [2022-02-16 01:45:22 main:574] : INFO : Epoch 1724 | loss: 0.0311251 | val_loss: 0.0311485 | Time: 2921.37 ms [2022-02-16 01:45:25 main:574] : INFO : Epoch 1725 | loss: 0.0311251 | val_loss: 0.0311529 | Time: 2917.26 ms [2022-02-16 01:45:28 main:574] : INFO : Epoch 1726 | loss: 0.0311279 | val_loss: 0.0311476 | Time: 3019.94 ms [2022-02-16 01:45:31 main:574] : INFO : Epoch 1727 | loss: 0.0311276 | val_loss: 0.0311469 | Time: 2997.22 ms [2022-02-16 01:45:34 main:574] : INFO : Epoch 1728 | loss: 0.0311265 | val_loss: 0.0311467 | Time: 2982.91 ms [2022-02-16 01:45:37 main:574] : INFO : Epoch 1729 | loss: 0.0311235 | val_loss: 0.0311484 | Time: 2911.26 ms [2022-02-16 01:45:40 main:574] : INFO : Epoch 1730 | loss: 0.0311248 | val_loss: 0.0311553 | Time: 2911.95 ms [2022-02-16 01:45:43 main:574] : INFO : Epoch 1731 | loss: 0.031125 | val_loss: 0.0311452 | Time: 2957.87 ms [2022-02-16 01:45:46 main:574] : INFO : Epoch 1732 | loss: 0.0311237 | val_loss: 0.0311435 | Time: 2973.61 ms [2022-02-16 01:45:49 main:574] : INFO : Epoch 1733 | loss: 0.0311226 | val_loss: 0.0311442 | Time: 2968.91 ms [2022-02-16 01:45:52 main:574] : INFO : Epoch 1734 | loss: 0.031121 | val_loss: 0.031142 | Time: 2981.43 ms [2022-02-16 01:45:55 main:574] : INFO : Epoch 1735 | loss: 0.0311219 | val_loss: 0.0311463 | Time: 2971.84 ms [2022-02-16 01:45:58 main:574] : INFO : Epoch 1736 | loss: 0.0311222 | val_loss: 0.0311541 | Time: 2990.19 ms [2022-02-16 01:46:01 main:574] : INFO : Epoch 1737 | loss: 0.0311239 | val_loss: 0.0311474 | Time: 3004.52 ms [2022-02-16 01:46:04 main:574] : INFO : Epoch 1738 | loss: 0.031122 | val_loss: 0.0311522 | Time: 2997.09 ms [2022-02-16 01:46:07 main:574] : INFO : Epoch 1739 | loss: 0.0311223 | val_loss: 0.0311437 | Time: 2975.79 ms [2022-02-16 01:46:10 main:574] : INFO : Epoch 1740 | loss: 0.0311187 | val_loss: 0.0311472 | Time: 3022.7 ms [2022-02-16 01:46:13 main:574] : INFO : Epoch 1741 | loss: 0.0311205 | val_loss: 0.0311455 | Time: 2979.27 ms [2022-02-16 01:46:16 main:574] : INFO : Epoch 1742 | loss: 0.0311194 | val_loss: 0.031155 | Time: 2968.86 ms [2022-02-16 01:46:19 main:574] : INFO : Epoch 1743 | loss: 0.031121 | val_loss: 0.031146 | Time: 2949.22 ms [2022-02-16 01:46:22 main:574] : INFO : Epoch 1744 | loss: 0.0311196 | val_loss: 0.0311437 | Time: 2996.3 ms [2022-02-16 01:46:25 main:574] : INFO : Epoch 1745 | loss: 0.031116 | val_loss: 0.0311445 | Time: 3002.38 ms [2022-02-16 01:46:28 main:574] : INFO : Epoch 1746 | loss: 0.0311158 | val_loss: 0.0311527 | Time: 2885.22 ms [2022-02-16 01:46:31 main:574] : INFO : Epoch 1747 | loss: 0.0311179 | val_loss: 0.031143 | Time: 2946.7 ms [2022-02-16 01:46:34 main:574] : INFO : Epoch 1748 | loss: 0.0311212 | val_loss: 0.0311471 | Time: 3042.9 ms [2022-02-16 01:46:37 main:574] : INFO : Epoch 1749 | loss: 0.0311236 | val_loss: 0.0311447 | Time: 3009.75 ms [2022-02-16 01:46:40 main:574] : INFO : Epoch 1750 | loss: 0.0311277 | val_loss: 0.0311463 | Time: 2967.8 ms [2022-02-16 01:46:43 main:574] : INFO : Epoch 1751 | loss: 0.0311274 | val_loss: 0.0311453 | Time: 2987.91 ms [2022-02-16 01:46:46 main:574] : INFO : Epoch 1752 | loss: 0.0311281 | val_loss: 0.0311491 | Time: 2978.6 ms [2022-02-16 01:46:49 main:574] : INFO : Epoch 1753 | loss: 0.0311253 | val_loss: 0.0311458 | Time: 2998.6 ms [2022-02-16 01:46:52 main:574] : INFO : Epoch 1754 | loss: 0.031133 | val_loss: 0.0311481 | Time: 2986.05 ms [2022-02-16 01:46:55 main:574] : INFO : Epoch 1755 | loss: 0.0311334 | val_loss: 0.0311468 | Time: 2954.11 ms [2022-02-16 01:46:58 main:574] : INFO : Epoch 1756 | loss: 0.0311271 | val_loss: 0.0311477 | Time: 2988.41 ms [2022-02-16 01:47:01 main:574] : INFO : Epoch 1757 | loss: 0.0311259 | val_loss: 0.0311476 | Time: 3056.08 ms [2022-02-16 01:47:04 main:574] : INFO : Epoch 1758 | loss: 0.0311255 | val_loss: 0.0311495 | Time: 3045.66 ms [2022-02-16 01:47:07 main:574] : INFO : Epoch 1759 | loss: 0.0311228 | val_loss: 0.0311507 | Time: 2984.79 ms [2022-02-16 01:47:10 main:574] : INFO : Epoch 1760 | loss: 0.0311257 | val_loss: 0.0311455 | Time: 2997.35 ms [2022-02-16 01:47:13 main:574] : INFO : Epoch 1761 | loss: 0.0311235 | val_loss: 0.0311526 | Time: 2989.84 ms [2022-02-16 01:47:16 main:574] : INFO : Epoch 1762 | loss: 0.0311204 | val_loss: 0.031148 | Time: 3002.95 ms [2022-02-16 01:47:19 main:574] : INFO : Epoch 1763 | loss: 0.0311213 | val_loss: 0.0311493 | Time: 3019.67 ms [2022-02-16 01:47:22 main:574] : INFO : Epoch 1764 | loss: 0.0311202 | val_loss: 0.0311426 | Time: 2937.17 ms [2022-02-16 01:47:25 main:574] : INFO : Epoch 1765 | loss: 0.0311211 | val_loss: 0.0311436 | Time: 2975.68 ms [2022-02-16 01:47:28 main:574] : INFO : Epoch 1766 | loss: 0.0311217 | val_loss: 0.031143 | Time: 2921.21 ms [2022-02-16 01:47:31 main:574] : INFO : Epoch 1767 | loss: 0.0311225 | val_loss: 0.0311445 | Time: 2988.66 ms [2022-02-16 01:47:34 main:574] : INFO : Epoch 1768 | loss: 0.0311218 | val_loss: 0.031144 | Time: 2887.79 ms [2022-02-16 01:47:37 main:574] : INFO : Epoch 1769 | loss: 0.0311232 | val_loss: 0.031147 | Time: 3013.22 ms [2022-02-16 01:47:40 main:574] : INFO : Epoch 1770 | loss: 0.0311198 | val_loss: 0.031145 | Time: 2987.69 ms [2022-02-16 01:47:43 main:574] : INFO : Epoch 1771 | loss: 0.0311178 | val_loss: 0.0311465 | Time: 2952.71 ms [2022-02-16 01:47:45 main:574] : INFO : Epoch 1772 | loss: 0.0311168 | val_loss: 0.0311445 | Time: 2962.9 ms [2022-02-16 01:47:48 main:574] : INFO : Epoch 1773 | loss: 0.0311179 | val_loss: 0.0311496 | Time: 2962.6 ms [2022-02-16 01:47:51 main:574] : INFO : Epoch 1774 | loss: 0.0311192 | val_loss: 0.0311538 | Time: 2966.02 ms [2022-02-16 01:47:54 main:574] : INFO : Epoch 1775 | loss: 0.0311188 | val_loss: 0.0311457 | Time: 2989.04 ms [2022-02-16 01:47:57 main:574] : INFO : Epoch 1776 | loss: 0.0311168 | val_loss: 0.0311484 | Time: 3007.45 ms [2022-02-16 01:48:00 main:574] : INFO : Epoch 1777 | loss: 0.0311162 | val_loss: 0.0311459 | Time: 2958.8 ms [2022-02-16 01:48:03 main:574] : INFO : Epoch 1778 | loss: 0.0311166 | val_loss: 0.0311463 | Time: 3006.47 ms [2022-02-16 01:48:06 main:574] : INFO : Epoch 1779 | loss: 0.0311178 | val_loss: 0.0311457 | Time: 2948.75 ms [2022-02-16 01:48:09 main:574] : INFO : Epoch 1780 | loss: 0.0311171 | val_loss: 0.0311501 | Time: 2946.55 ms [2022-02-16 01:48:12 main:574] : INFO : Epoch 1781 | loss: 0.0311172 | val_loss: 0.031147 | Time: 2936.33 ms [2022-02-16 01:48:15 main:574] : INFO : Epoch 1782 | loss: 0.0311193 | val_loss: 0.0311447 | Time: 2954.97 ms [2022-02-16 01:48:18 main:574] : INFO : Epoch 1783 | loss: 0.0311178 | val_loss: 0.0311441 | Time: 3036.23 ms [2022-02-16 01:48:21 main:574] : INFO : Epoch 1784 | loss: 0.0311188 | val_loss: 0.0311457 | Time: 2970.59 ms [2022-02-16 01:48:24 main:574] : INFO : Epoch 1785 | loss: 0.0311212 | val_loss: 0.0311467 | Time: 2987.32 ms [2022-02-16 01:48:27 main:574] : INFO : Epoch 1786 | loss: 0.0311181 | val_loss: 0.0311441 | Time: 2951.8 ms [2022-02-16 01:48:30 main:574] : INFO : Epoch 1787 | loss: 0.0311174 | val_loss: 0.0311466 | Time: 3035.16 ms [2022-02-16 01:48:33 main:574] : INFO : Epoch 1788 | loss: 0.0311219 | val_loss: 0.0311512 | Time: 2984.39 ms [2022-02-16 01:48:36 main:574] : INFO : Epoch 1789 | loss: 0.031132 | val_loss: 0.0311501 | Time: 3001.4 ms [2022-02-16 01:48:39 main:574] : INFO : Epoch 1790 | loss: 0.0311296 | val_loss: 0.031144 | Time: 2901.46 ms [2022-02-16 01:48:42 main:574] : INFO : Epoch 1791 | loss: 0.0311253 | val_loss: 0.0311424 | Time: 2952.34 ms [2022-02-16 01:48:45 main:574] : INFO : Epoch 1792 | loss: 0.031124 | val_loss: 0.0311463 | Time: 2954.04 ms [2022-02-16 01:48:48 main:574] : INFO : Epoch 1793 | loss: 0.0311199 | val_loss: 0.031145 | Time: 3006.51 ms [2022-02-16 01:48:51 main:574] : INFO : Epoch 1794 | loss: 0.0311198 | val_loss: 0.0311505 | Time: 2986.39 ms [2022-02-16 01:48:54 main:574] : INFO : Epoch 1795 | loss: 0.0311213 | val_loss: 0.03114 | Time: 2947.58 ms [2022-02-16 01:48:57 main:574] : INFO : Epoch 1796 | loss: 0.0311188 | val_loss: 0.0311441 | Time: 2993.98 ms [2022-02-16 01:49:00 main:574] : INFO : Epoch 1797 | loss: 0.031119 | val_loss: 0.0311398 | Time: 3024.66 ms [2022-02-16 01:49:03 main:574] : INFO : Epoch 1798 | loss: 0.0311218 | val_loss: 0.0311436 | Time: 2969.63 ms [2022-02-16 01:49:06 main:574] : INFO : Epoch 1799 | loss: 0.0311224 | val_loss: 0.0311386 | Time: 2934.4 ms [2022-02-16 01:49:09 main:574] : INFO : Epoch 1800 | loss: 0.0311204 | val_loss: 0.0311441 | Time: 3050.95 ms [2022-02-16 01:49:12 main:574] : INFO : Epoch 1801 | loss: 0.0311201 | val_loss: 0.0311419 | Time: 2918.17 ms [2022-02-16 01:49:15 main:574] : INFO : Epoch 1802 | loss: 0.0311201 | val_loss: 0.031139 | Time: 3026.69 ms [2022-02-16 01:49:18 main:574] : INFO : Epoch 1803 | loss: 0.0311176 | val_loss: 0.0311418 | Time: 2994.26 ms [2022-02-16 01:49:21 main:574] : INFO : Epoch 1804 | loss: 0.0311185 | val_loss: 0.031145 | Time: 2945.63 ms [2022-02-16 01:49:24 main:574] : INFO : Epoch 1805 | loss: 0.0311192 | val_loss: 0.0311444 | Time: 2995.42 ms [2022-02-16 01:49:27 main:574] : INFO : Epoch 1806 | loss: 0.0311171 | val_loss: 0.0311412 | Time: 2969.37 ms [2022-02-16 01:49:30 main:574] : INFO : Epoch 1807 | loss: 0.0311157 | val_loss: 0.0311434 | Time: 2994.55 ms [2022-02-16 01:49:33 main:574] : INFO : Epoch 1808 | loss: 0.031117 | val_loss: 0.0311438 | Time: 2904.8 ms [2022-02-16 01:49:36 main:574] : INFO : Epoch 1809 | loss: 0.0311157 | val_loss: 0.0311417 | Time: 2994.26 ms [2022-02-16 01:49:39 main:574] : INFO : Epoch 1810 | loss: 0.0311182 | val_loss: 0.0311395 | Time: 2982.58 ms [2022-02-16 01:49:42 main:574] : INFO : Epoch 1811 | loss: 0.03112 | val_loss: 0.0311411 | Time: 2980.27 ms [2022-02-16 01:49:45 main:574] : INFO : Epoch 1812 | loss: 0.0311166 | val_loss: 0.0311437 | Time: 2916.67 ms [2022-02-16 01:49:48 main:574] : INFO : Epoch 1813 | loss: 0.0311177 | val_loss: 0.0311471 | Time: 2964.26 ms [2022-02-16 01:49:51 main:574] : INFO : Epoch 1814 | loss: 0.031117 | val_loss: 0.0311406 | Time: 2995.26 ms [2022-02-16 01:49:54 main:574] : INFO : Epoch 1815 | loss: 0.031117 | val_loss: 0.0311499 | Time: 3011.73 ms [2022-02-16 01:49:57 main:574] : INFO : Epoch 1816 | loss: 0.0311165 | val_loss: 0.0311463 | Time: 2993.26 ms [2022-02-16 01:50:00 main:574] : INFO : Epoch 1817 | loss: 0.0311169 | val_loss: 0.0311472 | Time: 2932.48 ms [2022-02-16 01:50:03 main:574] : INFO : Epoch 1818 | loss: 0.0311162 | val_loss: 0.0311434 | Time: 2939.7 ms [2022-02-16 01:50:06 main:574] : INFO : Epoch 1819 | loss: 0.0311181 | val_loss: 0.031145 | Time: 2998.33 ms [2022-02-16 01:50:09 main:574] : INFO : Epoch 1820 | loss: 0.0311186 | val_loss: 0.0311492 | Time: 2952.37 ms [2022-02-16 01:50:12 main:574] : INFO : Epoch 1821 | loss: 0.0311188 | val_loss: 0.0311439 | Time: 2989.79 ms [2022-02-16 01:50:15 main:574] : INFO : Epoch 1822 | loss: 0.0311171 | val_loss: 0.0311489 | Time: 2982.49 ms [2022-02-16 01:50:18 main:574] : INFO : Epoch 1823 | loss: 0.0311231 | val_loss: 0.0311491 | Time: 2997.3 ms [2022-02-16 01:50:21 main:574] : INFO : Epoch 1824 | loss: 0.0311351 | val_loss: 0.0311506 | Time: 3121.08 ms [2022-02-16 01:50:24 main:574] : INFO : Epoch 1825 | loss: 0.0311409 | val_loss: 0.0311581 | Time: 3057.55 ms [2022-02-16 01:50:27 main:574] : INFO : Epoch 1826 | loss: 0.0311401 | val_loss: 0.031155 | Time: 2964.09 ms [2022-02-16 01:50:30 main:574] : INFO : Epoch 1827 | loss: 0.0311353 | val_loss: 0.0311487 | Time: 2990.3 ms [2022-02-16 01:50:33 main:574] : INFO : Epoch 1828 | loss: 0.0311384 | val_loss: 0.0311442 | Time: 2906.68 ms [2022-02-16 01:50:36 main:574] : INFO : Epoch 1829 | loss: 0.0311394 | val_loss: 0.0311473 | Time: 2952.75 ms [2022-02-16 01:50:38 main:574] : INFO : Epoch 1830 | loss: 0.0311372 | val_loss: 0.0311445 | Time: 2952.64 ms [2022-02-16 01:50:41 main:574] : INFO : Epoch 1831 | loss: 0.0311322 | val_loss: 0.0311426 | Time: 2994.77 ms [2022-02-16 01:50:44 main:574] : INFO : Epoch 1832 | loss: 0.0311299 | val_loss: 0.0311495 | Time: 2938.34 ms [2022-02-16 01:50:47 main:574] : INFO : Epoch 1833 | loss: 0.0311291 | val_loss: 0.0311439 | Time: 2915.33 ms [2022-02-16 01:50:50 main:574] : INFO : Epoch 1834 | loss: 0.0311265 | val_loss: 0.0311417 | Time: 2923.92 ms [2022-02-16 01:50:53 main:574] : INFO : Epoch 1835 | loss: 0.0311258 | val_loss: 0.0311427 | Time: 2728.09 ms [2022-02-16 01:50:56 main:574] : INFO : Epoch 1836 | loss: 0.0311251 | val_loss: 0.0311427 | Time: 3170.44 ms [2022-02-16 01:50:59 main:574] : INFO : Epoch 1837 | loss: 0.0311232 | val_loss: 0.031139 | Time: 2975.77 ms [2022-02-16 01:51:02 main:574] : INFO : Epoch 1838 | loss: 0.0311243 | val_loss: 0.0311392 | Time: 2972.47 ms [2022-02-16 01:51:05 main:574] : INFO : Epoch 1839 | loss: 0.0311229 | val_loss: 0.0311469 | Time: 2989.59 ms [2022-02-16 01:51:08 main:574] : INFO : Epoch 1840 | loss: 0.031124 | val_loss: 0.0311485 | Time: 2959.56 ms [2022-02-16 01:51:11 main:574] : INFO : Epoch 1841 | loss: 0.0311257 | val_loss: 0.0311519 | Time: 2998.31 ms [2022-02-16 01:51:14 main:574] : INFO : Epoch 1842 | loss: 0.0311297 | val_loss: 0.0311455 | Time: 2957.8 ms [2022-02-16 01:51:17 main:574] : INFO : Epoch 1843 | loss: 0.0311281 | val_loss: 0.0311521 | Time: 2985.71 ms [2022-02-16 01:51:20 main:574] : INFO : Epoch 1844 | loss: 0.0311268 | val_loss: 0.0311479 | Time: 2953.86 ms [2022-02-16 01:51:23 main:574] : INFO : Epoch 1845 | loss: 0.0311273 | val_loss: 0.0311486 | Time: 2970.23 ms [2022-02-16 01:51:26 main:574] : INFO : Epoch 1846 | loss: 0.031128 | val_loss: 0.0311448 | Time: 2985.45 ms [2022-02-16 01:51:29 main:574] : INFO : Epoch 1847 | loss: 0.0311285 | val_loss: 0.0311407 | Time: 2921.76 ms [2022-02-16 01:51:32 main:574] : INFO : Epoch 1848 | loss: 0.0311257 | val_loss: 0.0311441 | Time: 2986.55 ms [2022-02-16 01:51:35 main:574] : INFO : Epoch 1849 | loss: 0.0311258 | val_loss: 0.031145 | Time: 2966.19 ms [2022-02-16 01:51:38 main:574] : INFO : Epoch 1850 | loss: 0.031126 | val_loss: 0.0311456 | Time: 2973.55 ms [2022-02-16 01:51:41 main:574] : INFO : Epoch 1851 | loss: 0.0311264 | val_loss: 0.0311444 | Time: 2900.87 ms [2022-02-16 01:51:44 main:574] : INFO : Epoch 1852 | loss: 0.0311236 | val_loss: 0.0311459 | Time: 2977.82 ms [2022-02-16 01:51:47 main:574] : INFO : Epoch 1853 | loss: 0.0311209 | val_loss: 0.031144 | Time: 3002.1 ms [2022-02-16 01:51:50 main:574] : INFO : Epoch 1854 | loss: 0.03112 | val_loss: 0.0311439 | Time: 2996.59 ms [2022-02-16 01:51:53 main:574] : INFO : Epoch 1855 | loss: 0.0311235 | val_loss: 0.031145 | Time: 2970.75 ms [2022-02-16 01:51:56 main:574] : INFO : Epoch 1856 | loss: 0.0311205 | val_loss: 0.0311489 | Time: 2972.02 ms [2022-02-16 01:51:59 main:574] : INFO : Epoch 1857 | loss: 0.0311224 | val_loss: 0.0311519 | Time: 3040.53 ms [2022-02-16 01:52:02 main:574] : INFO : Epoch 1858 | loss: 0.0311232 | val_loss: 0.0311427 | Time: 3046.33 ms [2022-02-16 01:52:05 main:574] : INFO : Epoch 1859 | loss: 0.0311193 | val_loss: 0.0311496 | Time: 2911.77 ms [2022-02-16 01:52:08 main:574] : INFO : Epoch 1860 | loss: 0.0311183 | val_loss: 0.0311483 | Time: 2928.61 ms [2022-02-16 01:52:11 main:574] : INFO : Epoch 1861 | loss: 0.0311179 | val_loss: 0.0311439 | Time: 2973.8 ms [2022-02-16 01:52:14 main:574] : INFO : Epoch 1862 | loss: 0.0311186 | val_loss: 0.0311457 | Time: 3045.42 ms [2022-02-16 01:52:17 main:574] : INFO : Epoch 1863 | loss: 0.0311177 | val_loss: 0.0311575 | Time: 2958.39 ms [2022-02-16 01:52:20 main:574] : INFO : Epoch 1864 | loss: 0.0311168 | val_loss: 0.0311455 | Time: 2937.26 ms [2022-02-16 01:52:23 main:574] : INFO : Epoch 1865 | loss: 0.0311173 | val_loss: 0.0311439 | Time: 2913.21 ms [2022-02-16 01:52:26 main:574] : INFO : Epoch 1866 | loss: 0.0311153 | val_loss: 0.0311411 | Time: 2965.21 ms [2022-02-16 01:52:29 main:574] : INFO : Epoch 1867 | loss: 0.0311146 | val_loss: 0.0311416 | Time: 3006.06 ms [2022-02-16 01:52:31 main:574] : INFO : Epoch 1868 | loss: 0.0311161 | val_loss: 0.0311466 | Time: 2936.94 ms [2022-02-16 01:52:35 main:574] : INFO : Epoch 1869 | loss: 0.0311187 | val_loss: 0.0311417 | Time: 3054.27 ms [2022-02-16 01:52:38 main:574] : INFO : Epoch 1870 | loss: 0.0311188 | val_loss: 0.0311545 | Time: 3034.47 ms [2022-02-16 01:52:41 main:574] : INFO : Epoch 1871 | loss: 0.0311186 | val_loss: 0.0311435 | Time: 2979.78 ms [2022-02-16 01:52:44 main:574] : INFO : Epoch 1872 | loss: 0.0311163 | val_loss: 0.0311429 | Time: 2994.64 ms [2022-02-16 01:52:47 main:574] : INFO : Epoch 1873 | loss: 0.031115 | val_loss: 0.0311461 | Time: 2998.15 ms [2022-02-16 01:52:50 main:574] : INFO : Epoch 1874 | loss: 0.0311171 | val_loss: 0.031143 | Time: 2976.32 ms [2022-02-16 01:52:53 main:574] : INFO : Epoch 1875 | loss: 0.0311205 | val_loss: 0.0311448 | Time: 2963.97 ms [2022-02-16 01:52:56 main:574] : INFO : Epoch 1876 | loss: 0.0311184 | val_loss: 0.0311429 | Time: 3812.07 ms [2022-02-16 01:52:59 main:574] : INFO : Epoch 1877 | loss: 0.03112 | val_loss: 0.0311488 | Time: 2942.04 ms [2022-02-16 01:53:02 main:574] : INFO : Epoch 1878 | loss: 0.0311193 | val_loss: 0.0311452 | Time: 2965.54 ms [2022-02-16 01:53:05 main:574] : INFO : Epoch 1879 | loss: 0.0311172 | val_loss: 0.0311427 | Time: 3015.96 ms [2022-02-16 01:53:08 main:574] : INFO : Epoch 1880 | loss: 0.0311162 | val_loss: 0.0311419 | Time: 2938.82 ms [2022-02-16 01:53:11 main:574] : INFO : Epoch 1881 | loss: 0.0311176 | val_loss: 0.0311437 | Time: 2912.05 ms [2022-02-16 01:53:14 main:574] : INFO : Epoch 1882 | loss: 0.0311198 | val_loss: 0.0311406 | Time: 3000.57 ms [2022-02-16 01:53:17 main:574] : INFO : Epoch 1883 | loss: 0.0311188 | val_loss: 0.0311494 | Time: 2999.13 ms [2022-02-16 01:53:20 main:574] : INFO : Epoch 1884 | loss: 0.0311174 | val_loss: 0.0311424 | Time: 2981.67 ms [2022-02-16 01:53:23 main:574] : INFO : Epoch 1885 | loss: 0.0311143 | val_loss: 0.031139 | Time: 2968.57 ms [2022-02-16 01:53:26 main:574] : INFO : Epoch 1886 | loss: 0.0311137 | val_loss: 0.0311436 | Time: 3011.1 ms [2022-02-16 01:53:29 main:574] : INFO : Epoch 1887 | loss: 0.0311129 | val_loss: 0.0311431 | Time: 3010.61 ms [2022-02-16 01:53:32 main:574] : INFO : Epoch 1888 | loss: 0.0311159 | val_loss: 0.031144 | Time: 2923.52 ms [2022-02-16 01:53:35 main:574] : INFO : Epoch 1889 | loss: 0.0311171 | val_loss: 0.0311423 | Time: 2968.89 ms [2022-02-16 01:53:38 main:574] : INFO : Epoch 1890 | loss: 0.0311129 | val_loss: 0.0311413 | Time: 2942.02 ms [2022-02-16 01:53:41 main:574] : INFO : Epoch 1891 | loss: 0.0311109 | val_loss: 0.0311426 | Time: 3020.11 ms [2022-02-16 01:53:44 main:574] : INFO : Epoch 1892 | loss: 0.0311112 | val_loss: 0.0311408 | Time: 2953.76 ms [2022-02-16 01:53:47 main:574] : INFO : Epoch 1893 | loss: 0.0311116 | val_loss: 0.0311391 | Time: 2957.84 ms [2022-02-16 01:53:50 main:574] : INFO : Epoch 1894 | loss: 0.0311138 | val_loss: 0.0311461 | Time: 2995.52 ms [2022-02-16 01:53:53 main:574] : INFO : Epoch 1895 | loss: 0.0311151 | val_loss: 0.0311448 | Time: 3036.73 ms [2022-02-16 01:53:56 main:574] : INFO : Epoch 1896 | loss: 0.0311155 | val_loss: 0.0311456 | Time: 2971.53 ms [2022-02-16 01:53:59 main:574] : INFO : Epoch 1897 | loss: 0.0311168 | val_loss: 0.0311464 | Time: 2949.49 ms [2022-02-16 01:54:02 main:574] : INFO : Epoch 1898 | loss: 0.0311146 | val_loss: 0.0311429 | Time: 2976.4 ms [2022-02-16 01:54:05 main:574] : INFO : Epoch 1899 | loss: 0.0311153 | val_loss: 0.0311443 | Time: 2976.74 ms [2022-02-16 01:54:08 main:574] : INFO : Epoch 1900 | loss: 0.0311151 | val_loss: 0.0311438 | Time: 2945.84 ms [2022-02-16 01:54:11 main:574] : INFO : Epoch 1901 | loss: 0.0311127 | val_loss: 0.0311479 | Time: 2997.7 ms [2022-02-16 01:54:14 main:574] : INFO : Epoch 1902 | loss: 0.0311248 | val_loss: 0.0311716 | Time: 2940.02 ms [2022-02-16 01:54:17 main:574] : INFO : Epoch 1903 | loss: 0.0311524 | val_loss: 0.0311574 | Time: 3002.68 ms [2022-02-16 01:54:20 main:574] : INFO : Epoch 1904 | loss: 0.0311434 | val_loss: 0.0311531 | Time: 2883.07 ms [2022-02-16 01:54:23 main:574] : INFO : Epoch 1905 | loss: 0.0311376 | val_loss: 0.0311439 | Time: 2945.5 ms [2022-02-16 01:54:26 main:574] : INFO : Epoch 1906 | loss: 0.0311333 | val_loss: 0.0311436 | Time: 2980.72 ms [2022-02-16 01:54:29 main:574] : INFO : Epoch 1907 | loss: 0.0311325 | val_loss: 0.0311463 | Time: 2959.52 ms [2022-02-16 01:54:32 main:574] : INFO : Epoch 1908 | loss: 0.0311296 | val_loss: 0.0311456 | Time: 2973.38 ms [2022-02-16 01:54:35 main:574] : INFO : Epoch 1909 | loss: 0.0311273 | val_loss: 0.0311424 | Time: 2987.96 ms [2022-02-16 01:54:38 main:574] : INFO : Epoch 1910 | loss: 0.031127 | val_loss: 0.0311464 | Time: 2942.6 ms [2022-02-16 01:54:40 main:574] : INFO : Epoch 1911 | loss: 0.0311303 | val_loss: 0.0311478 | Time: 2946.48 ms [2022-02-16 01:54:44 main:574] : INFO : Epoch 1912 | loss: 0.0311307 | val_loss: 0.0311495 | Time: 3038.63 ms [2022-02-16 01:54:46 main:574] : INFO : Epoch 1913 | loss: 0.0311285 | val_loss: 0.0311508 | Time: 2923.15 ms [2022-02-16 01:54:49 main:574] : INFO : Epoch 1914 | loss: 0.0311288 | val_loss: 0.0311546 | Time: 2927.32 ms [2022-02-16 01:54:52 main:574] : INFO : Epoch 1915 | loss: 0.0311305 | val_loss: 0.0311503 | Time: 2967.49 ms [2022-02-16 01:54:55 main:574] : INFO : Epoch 1916 | loss: 0.031138 | val_loss: 0.0311549 | Time: 2986.49 ms [2022-02-16 01:54:58 main:574] : INFO : Epoch 1917 | loss: 0.031136 | val_loss: 0.0311456 | Time: 2930.27 ms [2022-02-16 01:55:01 main:574] : INFO : Epoch 1918 | loss: 0.0311307 | val_loss: 0.0311451 | Time: 2933.9 ms [2022-02-16 01:55:04 main:574] : INFO : Epoch 1919 | loss: 0.0311303 | val_loss: 0.0311471 | Time: 2980.49 ms [2022-02-16 01:55:07 main:574] : INFO : Epoch 1920 | loss: 0.0311318 | val_loss: 0.0311517 | Time: 2941.56 ms [2022-02-16 01:55:10 main:574] : INFO : Epoch 1921 | loss: 0.03113 | val_loss: 0.0311477 | Time: 2896.88 ms [2022-02-16 01:55:13 main:574] : INFO : Epoch 1922 | loss: 0.0311276 | val_loss: 0.0311454 | Time: 2966.46 ms [2022-02-16 01:55:16 main:574] : INFO : Epoch 1923 | loss: 0.0311256 | val_loss: 0.0311491 | Time: 3043.38 ms [2022-02-16 01:55:19 main:574] : INFO : Epoch 1924 | loss: 0.031124 | val_loss: 0.0311416 | Time: 3002.51 ms [2022-02-16 01:55:22 main:574] : INFO : Epoch 1925 | loss: 0.0311259 | val_loss: 0.0311431 | Time: 2982.76 ms [2022-02-16 01:55:25 main:574] : INFO : Epoch 1926 | loss: 0.0311245 | val_loss: 0.0311458 | Time: 2908.7 ms [2022-02-16 01:55:28 main:574] : INFO : Epoch 1927 | loss: 0.0311257 | val_loss: 0.0311454 | Time: 2928.57 ms [2022-02-16 01:55:31 main:574] : INFO : Epoch 1928 | loss: 0.0311241 | val_loss: 0.0311447 | Time: 2906.08 ms [2022-02-16 01:55:34 main:574] : INFO : Epoch 1929 | loss: 0.0311215 | val_loss: 0.0311434 | Time: 2943.68 ms [2022-02-16 01:55:37 main:574] : INFO : Epoch 1930 | loss: 0.0311206 | val_loss: 0.0311426 | Time: 2963.28 ms [2022-02-16 01:55:40 main:574] : INFO : Epoch 1931 | loss: 0.0311204 | val_loss: 0.0311463 | Time: 2936.27 ms [2022-02-16 01:55:43 main:574] : INFO : Epoch 1932 | loss: 0.0311208 | val_loss: 0.0311431 | Time: 2939.52 ms [2022-02-16 01:55:46 main:574] : INFO : Epoch 1933 | loss: 0.0311206 | val_loss: 0.0311468 | Time: 2922.79 ms [2022-02-16 01:55:49 main:574] : INFO : Epoch 1934 | loss: 0.0311228 | val_loss: 0.0311431 | Time: 2992.36 ms [2022-02-16 01:55:52 main:574] : INFO : Epoch 1935 | loss: 0.0311222 | val_loss: 0.031143 | Time: 2963.16 ms [2022-02-16 01:55:55 main:574] : INFO : Epoch 1936 | loss: 0.0311197 | val_loss: 0.0311443 | Time: 3005.65 ms [2022-02-16 01:55:58 main:574] : INFO : Epoch 1937 | loss: 0.0311196 | val_loss: 0.0311431 | Time: 3001.6 ms [2022-02-16 01:56:01 main:574] : INFO : Epoch 1938 | loss: 0.0311255 | val_loss: 0.0311431 | Time: 2981.92 ms [2022-02-16 01:56:03 main:574] : INFO : Epoch 1939 | loss: 0.0311286 | val_loss: 0.0311435 | Time: 2939.68 ms [2022-02-16 01:56:07 main:574] : INFO : Epoch 1940 | loss: 0.0311272 | val_loss: 0.0311443 | Time: 3035.3 ms [2022-02-16 01:56:09 main:574] : INFO : Epoch 1941 | loss: 0.0311244 | val_loss: 0.0311411 | Time: 2951.13 ms [2022-02-16 01:56:12 main:574] : INFO : Epoch 1942 | loss: 0.031123 | val_loss: 0.0311442 | Time: 2976.25 ms [2022-02-16 01:56:15 main:574] : INFO : Epoch 1943 | loss: 0.0311232 | val_loss: 0.0311444 | Time: 2968.88 ms [2022-02-16 01:56:18 main:574] : INFO : Epoch 1944 | loss: 0.0311208 | val_loss: 0.0311451 | Time: 3060.39 ms [2022-02-16 01:56:21 main:574] : INFO : Epoch 1945 | loss: 0.0311219 | val_loss: 0.0311468 | Time: 2944.21 ms [2022-02-16 01:56:24 main:574] : INFO : Epoch 1946 | loss: 0.0311187 | val_loss: 0.0311458 | Time: 2951.88 ms [2022-02-16 01:56:28 main:574] : INFO : Epoch 1947 | loss: 0.0311185 | val_loss: 0.0311447 | Time: 3199.2 ms [2022-02-16 01:56:31 main:574] : INFO : Epoch 1948 | loss: 0.0311209 | val_loss: 0.0311482 | Time: 2950.11 ms [2022-02-16 01:56:33 main:574] : INFO : Epoch 1949 | loss: 0.0311171 | val_loss: 0.0311478 | Time: 2900.51 ms [2022-02-16 01:56:36 main:574] : INFO : Epoch 1950 | loss: 0.0311174 | val_loss: 0.0311454 | Time: 2952.4 ms [2022-02-16 01:56:39 main:574] : INFO : Epoch 1951 | loss: 0.0311179 | val_loss: 0.0311421 | Time: 2956.97 ms [2022-02-16 01:56:42 main:574] : INFO : Epoch 1952 | loss: 0.0311219 | val_loss: 0.0311479 | Time: 2962.05 ms [2022-02-16 01:56:45 main:574] : INFO : Epoch 1953 | loss: 0.0311305 | val_loss: 0.0311458 | Time: 2970.62 ms [2022-02-16 01:56:48 main:574] : INFO : Epoch 1954 | loss: 0.0311271 | val_loss: 0.031149 | Time: 2973.85 ms [2022-02-16 01:56:51 main:574] : INFO : Epoch 1955 | loss: 0.0311234 | val_loss: 0.0311408 | Time: 2970.92 ms [2022-02-16 01:56:54 main:574] : INFO : Epoch 1956 | loss: 0.031123 | val_loss: 0.0311551 | Time: 3000.8 ms [2022-02-16 01:56:57 main:574] : INFO : Epoch 1957 | loss: 0.0311215 | val_loss: 0.0311433 | Time: 2945.03 ms [2022-02-16 01:57:00 main:574] : INFO : Epoch 1958 | loss: 0.0311238 | val_loss: 0.0311497 | Time: 2950.65 ms [2022-02-16 01:57:03 main:574] : INFO : Epoch 1959 | loss: 0.0311287 | val_loss: 0.0311449 | Time: 2954.39 ms [2022-02-16 01:57:06 main:574] : INFO : Epoch 1960 | loss: 0.0311271 | val_loss: 0.0311466 | Time: 2946.41 ms [2022-02-16 01:57:09 main:574] : INFO : Epoch 1961 | loss: 0.0311251 | val_loss: 0.0311435 | Time: 2917.4 ms [2022-02-16 01:57:12 main:574] : INFO : Epoch 1962 | loss: 0.0311222 | val_loss: 0.0311458 | Time: 2962.61 ms [2022-02-16 01:57:15 main:574] : INFO : Epoch 1963 | loss: 0.0311227 | val_loss: 0.0311424 | Time: 3017.81 ms [2022-02-16 01:57:18 main:574] : INFO : Epoch 1964 | loss: 0.0311218 | val_loss: 0.0311461 | Time: 2935.01 ms [2022-02-16 01:57:21 main:574] : INFO : Epoch 1965 | loss: 0.0311204 | val_loss: 0.0311415 | Time: 3001.99 ms [2022-02-16 01:57:24 main:574] : INFO : Epoch 1966 | loss: 0.0311184 | val_loss: 0.031143 | Time: 2952.77 ms [2022-02-16 01:57:27 main:574] : INFO : Epoch 1967 | loss: 0.0311197 | val_loss: 0.0311455 | Time: 3001.68 ms [2022-02-16 01:57:30 main:574] : INFO : Epoch 1968 | loss: 0.031119 | val_loss: 0.0311441 | Time: 3021.51 ms [2022-02-16 01:57:33 main:574] : INFO : Epoch 1969 | loss: 0.0311183 | val_loss: 0.0311453 | Time: 2966.4 ms [2022-02-16 01:57:36 main:574] : INFO : Epoch 1970 | loss: 0.0311199 | val_loss: 0.0311431 | Time: 3007.35 ms [2022-02-16 01:57:39 main:574] : INFO : Epoch 1971 | loss: 0.0311195 | val_loss: 0.03114 | Time: 2887.3 ms [2022-02-16 01:57:42 main:574] : INFO : Epoch 1972 | loss: 0.0311167 | val_loss: 0.0311464 | Time: 2913.38 ms [2022-02-16 01:57:45 main:574] : INFO : Epoch 1973 | loss: 0.0311199 | val_loss: 0.031141 | Time: 2994.25 ms [2022-02-16 01:57:48 main:574] : INFO : Epoch 1974 | loss: 0.0311212 | val_loss: 0.0311469 | Time: 2962.23 ms [2022-02-16 01:57:51 main:574] : INFO : Epoch 1975 | loss: 0.031123 | val_loss: 0.0311421 | Time: 2931.76 ms [2022-02-16 01:57:54 main:574] : INFO : Epoch 1976 | loss: 0.0311239 | val_loss: 0.0311441 | Time: 3035.17 ms [2022-02-16 01:57:57 main:574] : INFO : Epoch 1977 | loss: 0.0311203 | val_loss: 0.0311429 | Time: 2965.43 ms [2022-02-16 01:58:00 main:574] : INFO : Epoch 1978 | loss: 0.0311193 | val_loss: 0.0311406 | Time: 2962.18 ms [2022-02-16 01:58:03 main:574] : INFO : Epoch 1979 | loss: 0.0311171 | val_loss: 0.0311455 | Time: 2957.27 ms [2022-02-16 01:58:06 main:574] : INFO : Epoch 1980 | loss: 0.0311164 | val_loss: 0.0311403 | Time: 2993.49 ms [2022-02-16 01:58:09 main:574] : INFO : Epoch 1981 | loss: 0.031114 | val_loss: 0.0311449 | Time: 2961.1 ms [2022-02-16 01:58:12 main:574] : INFO : Epoch 1982 | loss: 0.0311164 | val_loss: 0.0311442 | Time: 2947.46 ms [2022-02-16 01:58:14 main:574] : INFO : Epoch 1983 | loss: 0.0311151 | val_loss: 0.0311441 | Time: 2954.82 ms [2022-02-16 01:58:17 main:574] : INFO : Epoch 1984 | loss: 0.031117 | val_loss: 0.0311442 | Time: 2948.42 ms [2022-02-16 01:58:20 main:574] : INFO : Epoch 1985 | loss: 0.0311176 | val_loss: 0.031145 | Time: 2964.75 ms [2022-02-16 01:58:23 main:574] : INFO : Epoch 1986 | loss: 0.0311227 | val_loss: 0.0311528 | Time: 2996.02 ms [2022-02-16 01:58:26 main:574] : INFO : Epoch 1987 | loss: 0.0311202 | val_loss: 0.0311458 | Time: 2978.31 ms [2022-02-16 01:58:29 main:574] : INFO : Epoch 1988 | loss: 0.0311169 | val_loss: 0.0311424 | Time: 2946.59 ms [2022-02-16 01:58:32 main:574] : INFO : Epoch 1989 | loss: 0.0311157 | val_loss: 0.0311449 | Time: 2988.82 ms [2022-02-16 01:58:35 main:574] : INFO : Epoch 1990 | loss: 0.0311152 | val_loss: 0.0311476 | Time: 2965.78 ms [2022-02-16 01:58:38 main:574] : INFO : Epoch 1991 | loss: 0.0311136 | val_loss: 0.0311445 | Time: 2959.41 ms [2022-02-16 01:58:41 main:574] : INFO : Epoch 1992 | loss: 0.0311126 | val_loss: 0.0311456 | Time: 2934.45 ms [2022-02-16 01:58:44 main:574] : INFO : Epoch 1993 | loss: 0.0311142 | val_loss: 0.0311464 | Time: 3004.01 ms [2022-02-16 01:58:47 main:574] : INFO : Epoch 1994 | loss: 0.0311222 | val_loss: 0.0311463 | Time: 2875.81 ms [2022-02-16 01:58:50 main:574] : INFO : Epoch 1995 | loss: 0.031125 | val_loss: 0.0311474 | Time: 2935.09 ms [2022-02-16 01:58:53 main:574] : INFO : Epoch 1996 | loss: 0.0311317 | val_loss: 0.0311503 | Time: 2959.39 ms [2022-02-16 01:58:56 main:574] : INFO : Epoch 1997 | loss: 0.0311283 | val_loss: 0.0311516 | Time: 2986.39 ms [2022-02-16 01:58:59 main:574] : INFO : Epoch 1998 | loss: 0.0311273 | val_loss: 0.0311534 | Time: 2955.85 ms [2022-02-16 01:59:02 main:574] : INFO : Epoch 1999 | loss: 0.0311255 | val_loss: 0.0311488 | Time: 2921.28 ms [2022-02-16 01:59:05 main:574] : INFO : Epoch 2000 | loss: 0.031125 | val_loss: 0.031157 | Time: 2954.82 ms [2022-02-16 01:59:08 main:574] : INFO : Epoch 2001 | loss: 0.0311273 | val_loss: 0.0311551 | Time: 2959.41 ms [2022-02-16 01:59:11 main:574] : INFO : Epoch 2002 | loss: 0.0311241 | val_loss: 0.0311483 | Time: 2993.28 ms [2022-02-16 01:59:14 main:574] : INFO : Epoch 2003 | loss: 0.0311218 | val_loss: 0.0311483 | Time: 2953.26 ms [2022-02-16 01:59:17 main:574] : INFO : Epoch 2004 | loss: 0.0311218 | val_loss: 0.0311471 | Time: 3019.01 ms [2022-02-16 01:59:20 main:574] : INFO : Epoch 2005 | loss: 0.0311204 | val_loss: 0.0311496 | Time: 3039.58 ms [2022-02-16 01:59:23 main:574] : INFO : Epoch 2006 | loss: 0.0311207 | val_loss: 0.0311477 | Time: 2976.4 ms [2022-02-16 01:59:26 main:574] : INFO : Epoch 2007 | loss: 0.0311201 | val_loss: 0.031148 | Time: 2988.28 ms [2022-02-16 01:59:29 main:574] : INFO : Epoch 2008 | loss: 0.0311185 | val_loss: 0.031149 | Time: 2990.57 ms [2022-02-16 01:59:32 main:574] : INFO : Epoch 2009 | loss: 0.0311194 | val_loss: 0.0311525 | Time: 3004.16 ms [2022-02-16 01:59:35 main:574] : INFO : Epoch 2010 | loss: 0.0311201 | val_loss: 0.0311469 | Time: 3018.34 ms [2022-02-16 01:59:38 main:574] : INFO : Epoch 2011 | loss: 0.0311197 | val_loss: 0.0311502 | Time: 2940.3 ms [2022-02-16 01:59:41 main:574] : INFO : Epoch 2012 | loss: 0.031122 | val_loss: 0.031151 | Time: 2956.57 ms [2022-02-16 01:59:44 main:574] : INFO : Epoch 2013 | loss: 0.031124 | val_loss: 0.031143 | Time: 2954.17 ms [2022-02-16 01:59:47 main:574] : INFO : Epoch 2014 | loss: 0.0311233 | val_loss: 0.0311496 | Time: 2989.49 ms [2022-02-16 01:59:50 main:574] : INFO : Epoch 2015 | loss: 0.0311248 | val_loss: 0.0311438 | Time: 2940.21 ms [2022-02-16 01:59:53 main:574] : INFO : Epoch 2016 | loss: 0.0311242 | val_loss: 0.0311458 | Time: 2904.2 ms [2022-02-16 01:59:56 main:574] : INFO : Epoch 2017 | loss: 0.0311261 | val_loss: 0.0311429 | Time: 2950 ms [2022-02-16 01:59:58 main:574] : INFO : Epoch 2018 | loss: 0.0311219 | val_loss: 0.0311442 | Time: 2935.63 ms [2022-02-16 02:00:01 main:574] : INFO : Epoch 2019 | loss: 0.0311223 | val_loss: 0.0311447 | Time: 3015.43 ms [2022-02-16 02:00:04 main:574] : INFO : Epoch 2020 | loss: 0.0311293 | val_loss: 0.0311483 | Time: 2956.63 ms [2022-02-16 02:00:07 main:574] : INFO : Epoch 2021 | loss: 0.031131 | val_loss: 0.031143 | Time: 3019.63 ms [2022-02-16 02:00:10 main:574] : INFO : Epoch 2022 | loss: 0.0311258 | val_loss: 0.0311403 | Time: 2994.85 ms [2022-02-16 02:00:13 main:574] : INFO : Epoch 2023 | loss: 0.0311235 | val_loss: 0.031141 | Time: 2938.84 ms [2022-02-16 02:00:16 main:574] : INFO : Epoch 2024 | loss: 0.031123 | val_loss: 0.0311421 | Time: 2960.71 ms [2022-02-16 02:00:19 main:574] : INFO : Epoch 2025 | loss: 0.0311214 | val_loss: 0.0311471 | Time: 2945.74 ms [2022-02-16 02:00:22 main:574] : INFO : Epoch 2026 | loss: 0.0311221 | val_loss: 0.0311408 | Time: 2910.21 ms [2022-02-16 02:00:25 main:574] : INFO : Epoch 2027 | loss: 0.0311249 | val_loss: 0.0311441 | Time: 3014.26 ms [2022-02-16 02:00:28 main:574] : INFO : Epoch 2028 | loss: 0.0311239 | val_loss: 0.0311398 | Time: 3015.08 ms [2022-02-16 02:00:31 main:574] : INFO : Epoch 2029 | loss: 0.0311221 | val_loss: 0.0311421 | Time: 2918.83 ms [2022-02-16 02:00:34 main:574] : INFO : Epoch 2030 | loss: 0.0311214 | val_loss: 0.0311386 | Time: 3071.9 ms [2022-02-16 02:00:37 main:574] : INFO : Epoch 2031 | loss: 0.031119 | val_loss: 0.0311427 | Time: 2987.63 ms [2022-02-16 02:00:40 main:574] : INFO : Epoch 2032 | loss: 0.0311211 | val_loss: 0.0311464 | Time: 2980.58 ms [2022-02-16 02:00:43 main:574] : INFO : Epoch 2033 | loss: 0.0311202 | val_loss: 0.0311412 | Time: 2986 ms [2022-02-16 02:00:46 main:574] : INFO : Epoch 2034 | loss: 0.0311188 | val_loss: 0.0311409 | Time: 2982.95 ms [2022-02-16 02:00:49 main:574] : INFO : Epoch 2035 | loss: 0.0311205 | val_loss: 0.0311402 | Time: 2983.99 ms [2022-02-16 02:00:52 main:574] : INFO : Epoch 2036 | loss: 0.0311209 | val_loss: 0.0311387 | Time: 2976.18 ms [2022-02-16 02:00:55 main:574] : INFO : Epoch 2037 | loss: 0.0311197 | val_loss: 0.0311408 | Time: 3017.65 ms [2022-02-16 02:00:58 main:574] : INFO : Epoch 2038 | loss: 0.0311175 | val_loss: 0.0311418 | Time: 2924.91 ms [2022-02-16 02:01:01 main:574] : INFO : Epoch 2039 | loss: 0.031117 | val_loss: 0.0311467 | Time: 2891.53 ms [2022-02-16 02:01:04 main:574] : INFO : Epoch 2040 | loss: 0.0311212 | val_loss: 0.0311489 | Time: 2939.89 ms [2022-02-16 02:01:07 main:574] : INFO : Epoch 2041 | loss: 0.0311221 | val_loss: 0.0311431 | Time: 2974.6 ms [2022-02-16 02:01:10 main:574] : INFO : Epoch 2042 | loss: 0.0311185 | val_loss: 0.0311452 | Time: 2995.1 ms [2022-02-16 02:01:13 main:574] : INFO : Epoch 2043 | loss: 0.0311244 | val_loss: 0.0311468 | Time: 2963.7 ms [2022-02-16 02:01:16 main:574] : INFO : Epoch 2044 | loss: 0.0311345 | val_loss: 0.0311458 | Time: 2989.92 ms [2022-02-16 02:01:19 main:574] : INFO : Epoch 2045 | loss: 0.031133 | val_loss: 0.0311431 | Time: 3000.38 ms [2022-02-16 02:01:22 main:574] : INFO : Epoch 2046 | loss: 0.0311301 | val_loss: 0.0311445 | Time: 2902.12 ms [2022-02-16 02:01:25 main:574] : INFO : Epoch 2047 | loss: 0.0311282 | val_loss: 0.0311446 | Time: 2986.45 ms [2022-02-16 02:01:28 main:574] : INFO : Epoch 2048 | loss: 0.0311265 | val_loss: 0.0311399 | Time: 2998.64 ms [2022-02-16 02:01:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311399 [2022-02-16 02:01:28 main:603] : INFO : Saving end state to config to file [2022-02-16 02:01:28 main:608] : INFO : Success, exiting.. 02:01:28 (7476): 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)