Task 14149171
| Name | ParityModified-1647044884-8764-2-0_1 |
| Workunit | 10756674 |
| Created | 31 Mar 2022, 16:32:50 UTC |
| Sent | 31 Mar 2022, 17:21:01 UTC |
| Report deadline | 8 Apr 2022, 17:21:01 UTC |
| Received | 1 Apr 2022, 22:09:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19134 |
| Run time | 1 hours 39 min 32 sec |
| CPU time | 1 hours 38 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,506.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 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: 0.0311245 | val_loss: 0.0311514 | Time: 3031.09 ms
[2022-04-02 00:44:24 main:574] : INFO : Epoch 1543 | loss: 0.0311255 | val_loss: 0.0311528 | Time: 2962.22 ms
[2022-04-02 00:44:27 main:574] : INFO : Epoch 1544 | loss: 0.0311318 | val_loss: 0.031153 | Time: 2983.89 ms
[2022-04-02 00:44:30 main:574] : INFO : Epoch 1545 | loss: 0.0311294 | val_loss: 0.031151 | Time: 3044.49 ms
[2022-04-02 00:44:33 main:574] : INFO : Epoch 1546 | loss: 0.031126 | val_loss: 0.0311537 | Time: 2977.4 ms
[2022-04-02 00:44:36 main:574] : INFO : Epoch 1547 | loss: 0.0311272 | val_loss: 0.0311483 | Time: 3039.62 ms
[2022-04-02 00:44:39 main:574] : INFO : Epoch 1548 | loss: 0.0311294 | val_loss: 0.0311494 | Time: 2942.88 ms
[2022-04-02 00:44:42 main:574] : INFO : Epoch 1549 | loss: 0.0311301 | val_loss: 0.0311509 | Time: 3021.45 ms
[2022-04-02 00:44:45 main:574] : INFO : Epoch 1550 | loss: 0.0311296 | val_loss: 0.0311476 | Time: 2940.41 ms
[2022-04-02 00:44:48 main:574] : INFO : Epoch 1551 | loss: 0.0311299 | val_loss: 0.03115 | Time: 2973.54 ms
[2022-04-02 00:44:51 main:574] : INFO : Epoch 1552 | loss: 0.031136 | val_loss: 0.0311506 | Time: 2993.09 ms
[2022-04-02 00:44:54 main:574] : INFO : Epoch 1553 | loss: 0.0311461 | val_loss: 0.0311561 | Time: 3007.77 ms
[2022-04-02 00:44:57 main:574] : INFO : Epoch 1554 | loss: 0.031146 | val_loss: 0.0311516 | Time: 2995.88 ms
[2022-04-02 00:45:00 main:574] : INFO : Epoch 1555 | loss: 0.031145 | val_loss: 0.0311478 | Time: 2994.52 ms
[2022-04-02 00:45:03 main:574] : INFO : Epoch 1556 | loss: 0.0311404 | val_loss: 0.0311501 | Time: 3003.48 ms
[2022-04-02 00:45:06 main:574] : INFO : Epoch 1557 | loss: 0.0311383 | val_loss: 0.0311475 | Time: 2997.81 ms
[2022-04-02 00:45:09 main:574] : INFO : Epoch 1558 | loss: 0.0311368 | val_loss: 0.0311461 | Time: 3040.48 ms
[2022-04-02 00:45:12 main:574] : INFO : Epoch 1559 | loss: 0.0311345 | val_loss: 0.0311482 | Time: 2955.31 ms
[2022-04-02 00:45:15 main:574] : INFO : Epoch 1560 | loss: 0.0311309 | val_loss: 0.0311475 | Time: 3027.41 ms
[2022-04-02 00:45:18 main:574] : INFO : Epoch 1561 | loss: 0.0311301 | val_loss: 0.031148 | Time: 2985.34 ms
[2022-04-02 00:45:21 main:574] : INFO : Epoch 1562 | loss: 0.0311319 | val_loss: 0.0311515 | Time: 2967.81 ms
[2022-04-02 00:45:24 main:574] : INFO : Epoch 1563 | loss: 0.0311308 | val_loss: 0.0311509 | Time: 2992.3 ms
[2022-04-02 00:45:27 main:574] : INFO : Epoch 1564 | loss: 0.0311287 | val_loss: 0.0311515 | Time: 2983.83 ms
[2022-04-02 00:45:30 main:574] : INFO : Epoch 1565 | loss: 0.0311277 | val_loss: 0.0311482 | Time: 3018.65 ms
[2022-04-02 00:45:33 main:574] : INFO : Epoch 1566 | loss: 0.031129 | val_loss: 0.031153 | Time: 3014.51 ms
[2022-04-02 00:45:36 main:574] : INFO : Epoch 1567 | loss: 0.0311259 | val_loss: 0.0311507 | Time: 2978.81 ms
[2022-04-02 00:45:39 main:574] : INFO : Epoch 1568 | loss: 0.0311248 | val_loss: 0.0311488 | Time: 2967.41 ms
[2022-04-02 00:45:42 main:574] : INFO : Epoch 1569 | loss: 0.0311262 | val_loss: 0.0311552 | Time: 2995.17 ms
[2022-04-02 00:45:45 main:574] : INFO : Epoch 1570 | loss: 0.0311281 | val_loss: 0.0311502 | Time: 2984.85 ms
[2022-04-02 00:45:48 main:574] : INFO : Epoch 1571 | loss: 0.0311248 | val_loss: 0.0311548 | Time: 2982.19 ms
[2022-04-02 00:45:51 main:574] : INFO : Epoch 1572 | loss: 0.0311256 | val_loss: 0.0311503 | Time: 3003.79 ms
[2022-04-02 00:45:54 main:574] : INFO : Epoch 1573 | loss: 0.0311249 | val_loss: 0.0311487 | Time: 2976.09 ms
[2022-04-02 00:45:57 main:574] : INFO : Epoch 1574 | loss: 0.0311312 | val_loss: 0.0311554 | Time: 3000.56 ms
[2022-04-02 00:46:00 main:574] : INFO : Epoch 1575 | loss: 0.0311286 | val_loss: 0.0311524 | Time: 2991.3 ms
[2022-04-02 00:46:03 main:574] : INFO : Epoch 1576 | loss: 0.0311249 | val_loss: 0.0311501 | Time: 2990.05 ms
[2022-04-02 00:46:06 main:574] : INFO : Epoch 1577 | loss: 0.0311209 | val_loss: 0.0311529 | Time: 3046.8 ms
[2022-04-02 00:46:09 main:574] : INFO : Epoch 1578 | loss: 0.0311211 | val_loss: 0.0311506 | Time: 3001.89 ms
[2022-04-02 00:46:12 main:574] : INFO : Epoch 1579 | loss: 0.0311203 | val_loss: 0.0311495 | Time: 3021.96 ms
[2022-04-02 00:46:15 main:574] : INFO : Epoch 1580 | loss: 0.0311234 | val_loss: 0.0311513 | Time: 3038.2 ms
[2022-04-02 00:46:18 main:574] : INFO : Epoch 1581 | loss: 0.031121 | val_loss: 0.03115 | Time: 2963.32 ms
[2022-04-02 00:46:21 main:574] : INFO : Epoch 1582 | loss: 0.0311189 | val_loss: 0.0311524 | Time: 3033.26 ms
[2022-04-02 00:46:24 main:574] : INFO : Epoch 1583 | loss: 0.0311212 | val_loss: 0.0311484 | Time: 2986.57 ms
[2022-04-02 00:46:27 main:574] : INFO : Epoch 1584 | loss: 0.0311198 | val_loss: 0.0311492 | Time: 2991.35 ms
[2022-04-02 00:46:30 main:574] : INFO : Epoch 1585 | loss: 0.031121 | val_loss: 0.0311493 | Time: 2974.62 ms
[2022-04-02 00:46:33 main:574] : INFO : Epoch 1586 | loss: 0.0311203 | val_loss: 0.0311494 | Time: 3048.86 ms
[2022-04-02 00:46:36 main:574] : INFO : Epoch 1587 | loss: 0.0311214 | val_loss: 0.0311514 | Time: 2990.77 ms
[2022-04-02 00:46:39 main:574] : INFO : Epoch 1588 | loss: 0.0311194 | val_loss: 0.0311539 | Time: 2953.13 ms
[2022-04-02 00:46:42 main:574] : INFO : Epoch 1589 | loss: 0.0311192 | val_loss: 0.0311472 | Time: 3019.28 ms
[2022-04-02 00:46:45 main:574] : INFO : Epoch 1590 | loss: 0.0311176 | val_loss: 0.0311519 | Time: 3037.05 ms
[2022-04-02 00:46:48 main:574] : INFO : Epoch 1591 | loss: 0.0311185 | val_loss: 0.0311519 | Time: 3011.1 ms
[2022-04-02 00:46:51 main:574] : INFO : Epoch 1592 | loss: 0.0311247 | val_loss: 0.0311506 | Time: 2950.71 ms
[2022-04-02 00:46:54 main:574] : INFO : Epoch 1593 | loss: 0.0311221 | val_loss: 0.03115 | Time: 2974.68 ms
[2022-04-02 00:46:57 main:574] : INFO : Epoch 1594 | loss: 0.0311232 | val_loss: 0.031149 | Time: 3004.7 ms
[2022-04-02 00:47:00 main:574] : INFO : Epoch 1595 | loss: 0.0311218 | val_loss: 0.0311506 | Time: 3028.18 ms
[2022-04-02 00:47:03 main:574] : INFO : Epoch 1596 | loss: 0.0311207 | val_loss: 0.031152 | Time: 2971.35 ms
[2022-04-02 00:47:06 main:574] : INFO : Epoch 1597 | loss: 0.0311232 | val_loss: 0.0311484 | Time: 2980.17 ms
[2022-04-02 00:47:09 main:574] : INFO : Epoch 1598 | loss: 0.0311211 | val_loss: 0.0311521 | Time: 3013.64 ms
[2022-04-02 00:47:12 main:574] : INFO : Epoch 1599 | loss: 0.0311237 | val_loss: 0.0311505 | Time: 3019.03 ms
[2022-04-02 00:47:15 main:574] : INFO : Epoch 1600 | loss: 0.031122 | val_loss: 0.031158 | Time: 2990.22 ms
[2022-04-02 00:47:18 main:574] : INFO : Epoch 1601 | loss: 0.0311226 | val_loss: 0.0311518 | Time: 2953.9 ms
[2022-04-02 00:47:21 main:574] : INFO : Epoch 1602 | loss: 0.0311296 | val_loss: 0.03115 | Time: 3029.29 ms
[2022-04-02 00:47:24 main:574] : INFO : Epoch 1603 | loss: 0.0311252 | val_loss: 0.031153 | Time: 2939.7 ms
[2022-04-02 00:47:27 main:574] : INFO : Epoch 1604 | loss: 0.0311252 | val_loss: 0.0311491 | Time: 3007.63 ms
[2022-04-02 00:47:30 main:574] : INFO : Epoch 1605 | loss: 0.0311237 | val_loss: 0.0311499 | Time: 2945.95 ms
[2022-04-02 00:47:33 main:574] : INFO : Epoch 1606 | loss: 0.0311232 | val_loss: 0.0311578 | Time: 3014.31 ms
[2022-04-02 00:47:36 main:574] : INFO : Epoch 1607 | loss: 0.0311347 | val_loss: 0.0311542 | Time: 3035.29 ms
[2022-04-02 00:47:39 main:574] : INFO : Epoch 1608 | loss: 0.0311315 | val_loss: 0.0311551 | Time: 2995.95 ms
[2022-04-02 00:47:42 main:574] : INFO : Epoch 1609 | loss: 0.0311308 | val_loss: 0.0311579 | Time: 2992.66 ms
[2022-04-02 00:47:45 main:574] : INFO : Epoch 1610 | loss: 0.0311313 | val_loss: 0.0311518 | Time: 3018.81 ms
[2022-04-02 00:47:48 main:574] : INFO : Epoch 1611 | loss: 0.031132 | val_loss: 0.0311483 | Time: 3044.87 ms
[2022-04-02 00:47:51 main:574] : INFO : Epoch 1612 | loss: 0.0311311 | val_loss: 0.0311489 | Time: 3057.61 ms
[2022-04-02 00:47:54 main:574] : INFO : Epoch 1613 | loss: 0.0311247 | val_loss: 0.0311507 | Time: 3009.65 ms
[2022-04-02 00:47:57 main:574] : INFO : Epoch 1614 | loss: 0.0311238 | val_loss: 0.0311527 | Time: 2970.67 ms
[2022-04-02 00:48:00 main:574] : INFO : Epoch 1615 | loss: 0.0311266 | val_loss: 0.0311521 | Time: 3040.21 ms
[2022-04-02 00:48:03 main:574] : INFO : Epoch 1616 | loss: 0.0311275 | val_loss: 0.0311504 | Time: 2964.02 ms
[2022-04-02 00:48:06 main:574] : INFO : Epoch 1617 | loss: 0.0311279 | val_loss: 0.0311548 | Time: 2990.83 ms
[2022-04-02 00:48:09 main:574] : INFO : Epoch 1618 | loss: 0.0311233 | val_loss: 0.0311553 | Time: 2956.53 ms
[2022-04-02 00:48:12 main:574] : INFO : Epoch 1619 | loss: 0.0311223 | val_loss: 0.0311521 | Time: 3015.76 ms
[2022-04-02 00:48:15 main:574] : INFO : Epoch 1620 | loss: 0.0311227 | val_loss: 0.0311529 | Time: 3025.73 ms
[2022-04-02 00:48:18 main:574] : INFO : Epoch 1621 | loss: 0.0311216 | val_loss: 0.0311543 | Time: 3003.57 ms
[2022-04-02 00:48:21 main:574] : INFO : Epoch 1622 | loss: 0.0311252 | val_loss: 0.0311542 | Time: 3025.59 ms
[2022-04-02 00:48:24 main:574] : INFO : Epoch 1623 | loss: 0.0311243 | val_loss: 0.0311509 | Time: 2915.44 ms
[2022-04-02 00:48:27 main:574] : INFO : Epoch 1624 | loss: 0.0311237 | val_loss: 0.0311558 | Time: 3015.35 ms
[2022-04-02 00:48:30 main:574] : INFO : Epoch 1625 | loss: 0.031124 | val_loss: 0.0311537 | Time: 3001.45 ms
[2022-04-02 00:48:33 main:574] : INFO : Epoch 1626 | loss: 0.0311248 | val_loss: 0.0311502 | Time: 3005.38 ms
[2022-04-02 00:48:36 main:574] : INFO : Epoch 1627 | loss: 0.0311244 | val_loss: 0.0311567 | Time: 2953.88 ms
[2022-04-02 00:48:39 main:574] : INFO : Epoch 1628 | loss: 0.0311279 | val_loss: 0.0311504 | Time: 2981.78 ms
[2022-04-02 00:48:42 main:574] : INFO : Epoch 1629 | loss: 0.0311264 | val_loss: 0.0311593 | Time: 2992.7 ms
[2022-04-02 00:48:45 main:574] : INFO : Epoch 1630 | loss: 0.0311283 | val_loss: 0.0311515 | Time: 2970.82 ms
[2022-04-02 00:48:48 main:574] : INFO : Epoch 1631 | loss: 0.0311238 | val_loss: 0.0311509 | Time: 3029.26 ms
[2022-04-02 00:48:51 main:574] : INFO : Epoch 1632 | loss: 0.0311249 | val_loss: 0.0311493 | Time: 2982.85 ms
[2022-04-02 00:48:54 main:574] : INFO : Epoch 1633 | loss: 0.0311235 | val_loss: 0.031147 | Time: 2999.24 ms
[2022-04-02 00:48:57 main:574] : INFO : Epoch 1634 | loss: 0.0311236 | val_loss: 0.0311508 | Time: 2992.85 ms
[2022-04-02 00:49:00 main:574] : INFO : Epoch 1635 | loss: 0.0311288 | val_loss: 0.0311477 | Time: 3019.86 ms
[2022-04-02 00:49:03 main:574] : INFO : Epoch 1636 | loss: 0.0311286 | val_loss: 0.031154 | Time: 2990.48 ms
[2022-04-02 00:49:06 main:574] : INFO : Epoch 1637 | loss: 0.0311248 | val_loss: 0.0311572 | Time: 2954.98 ms
[2022-04-02 00:49:09 main:574] : INFO : Epoch 1638 | loss: 0.0311242 | val_loss: 0.0311481 | Time: 2993.95 ms
[2022-04-02 00:49:12 main:574] : INFO : Epoch 1639 | loss: 0.0311229 | val_loss: 0.0311488 | Time: 3019.67 ms
[2022-04-02 00:49:15 main:574] : INFO : Epoch 1640 | loss: 0.0311223 | val_loss: 0.0311529 | Time: 3022.37 ms
[2022-04-02 00:49:18 main:574] : INFO : Epoch 1641 | loss: 0.0311225 | val_loss: 0.0311513 | Time: 2991.26 ms
[2022-04-02 00:49:21 main:574] : INFO : Epoch 1642 | loss: 0.0311244 | val_loss: 0.0311495 | Time: 3027.15 ms
[2022-04-02 00:49:24 main:574] : INFO : Epoch 1643 | loss: 0.0311258 | val_loss: 0.0311543 | Time: 2996.77 ms
[2022-04-02 00:49:27 main:574] : INFO : Epoch 1644 | loss: 0.0311234 | val_loss: 0.031154 | Time: 2937.29 ms
[2022-04-02 00:49:30 main:574] : INFO : Epoch 1645 | loss: 0.0311251 | val_loss: 0.0311556 | Time: 3000.55 ms
[2022-04-02 00:49:33 main:574] : INFO : Epoch 1646 | loss: 0.0311283 | val_loss: 0.0311536 | Time: 2991.82 ms
[2022-04-02 00:49:36 main:574] : INFO : Epoch 1647 | loss: 0.0311239 | val_loss: 0.0311556 | Time: 3008.8 ms
[2022-04-02 00:49:39 main:574] : INFO : Epoch 1648 | loss: 0.0311219 | val_loss: 0.0311546 | Time: 3012.04 ms
[2022-04-02 00:49:42 main:574] : INFO : Epoch 1649 | loss: 0.0311208 | val_loss: 0.0311602 | Time: 3005.36 ms
[2022-04-02 00:49:45 main:574] : INFO : Epoch 1650 | loss: 0.0311208 | val_loss: 0.0311539 | Time: 2947.81 ms
[2022-04-02 00:49:48 main:574] : INFO : Epoch 1651 | loss: 0.0311208 | val_loss: 0.0311526 | Time: 3031.97 ms
[2022-04-02 00:49:51 main:574] : INFO : Epoch 1652 | loss: 0.0311206 | val_loss: 0.03115 | Time: 3056.79 ms
[2022-04-02 00:49:54 main:574] : INFO : Epoch 1653 | loss: 0.0311207 | val_loss: 0.0311552 | Time: 3023.04 ms
[2022-04-02 00:49:57 main:574] : INFO : Epoch 1654 | loss: 0.0311198 | val_loss: 0.0311515 | Time: 2992.91 ms
[2022-04-02 00:50:00 main:574] : INFO : Epoch 1655 | loss: 0.0311213 | val_loss: 0.0311569 | Time: 3009.01 ms
[2022-04-02 00:50:03 main:574] : INFO : Epoch 1656 | loss: 0.0311198 | val_loss: 0.0311525 | Time: 3026.03 ms
[2022-04-02 00:50:06 main:574] : INFO : Epoch 1657 | loss: 0.0311327 | val_loss: 0.0311547 | Time: 3018.06 ms
[2022-04-02 00:50:09 main:574] : INFO : Epoch 1658 | loss: 0.0311305 | val_loss: 0.0311521 | Time: 3012.9 ms
[2022-04-02 00:50:12 main:574] : INFO : Epoch 1659 | loss: 0.0311283 | val_loss: 0.0311595 | Time: 2985.28 ms
[2022-04-02 00:50:15 main:574] : INFO : Epoch 1660 | loss: 0.0311322 | val_loss: 0.0311498 | Time: 2984.65 ms
[2022-04-02 00:50:18 main:574] : INFO : Epoch 1661 | loss: 0.0311271 | val_loss: 0.031155 | Time: 2950.26 ms
[2022-04-02 00:50:21 main:574] : INFO : Epoch 1662 | loss: 0.0311295 | val_loss: 0.0311539 | Time: 3025.8 ms
[2022-04-02 00:50:24 main:574] : INFO : Epoch 1663 | loss: 0.0311312 | val_loss: 0.0311473 | Time: 3012.29 ms
[2022-04-02 00:50:27 main:574] : INFO : Epoch 1664 | loss: 0.031129 | val_loss: 0.0311489 | Time: 3003.97 ms
[2022-04-02 00:50:30 main:574] : INFO : Epoch 1665 | loss: 0.0311226 | val_loss: 0.0311544 | Time: 3043.99 ms
[2022-04-02 00:50:33 main:574] : INFO : Epoch 1666 | loss: 0.0311203 | val_loss: 0.0311491 | Time: 2961.76 ms
[2022-04-02 00:50:36 main:574] : INFO : Epoch 1667 | loss: 0.0311178 | val_loss: 0.0311497 | Time: 3049.57 ms
[2022-04-02 00:50:39 main:574] : INFO : Epoch 1668 | loss: 0.0311212 | val_loss: 0.0311597 | Time: 3003.4 ms
[2022-04-02 00:50:42 main:574] : INFO : Epoch 1669 | loss: 0.0311236 | val_loss: 0.0311534 | Time: 2975.95 ms
[2022-04-02 00:50:45 main:574] : INFO : Epoch 1670 | loss: 0.0311225 | val_loss: 0.031159 | Time: 3025.96 ms
[2022-04-02 00:50:48 main:574] : INFO : Epoch 1671 | loss: 0.0311207 | val_loss: 0.0311502 | Time: 2953.97 ms
[2022-04-02 00:50:51 main:574] : INFO : Epoch 1672 | loss: 0.0311182 | val_loss: 0.0311519 | Time: 3050.38 ms
[2022-04-02 00:50:54 main:574] : INFO : Epoch 1673 | loss: 0.0311173 | val_loss: 0.0311495 | Time: 3025.76 ms
[2022-04-02 00:50:57 main:574] : INFO : Epoch 1674 | loss: 0.0311196 | val_loss: 0.0311516 | Time: 2970.93 ms
[2022-04-02 00:51:00 main:574] : INFO : Epoch 1675 | loss: 0.0311207 | val_loss: 0.0311525 | Time: 2943.04 ms
[2022-04-02 00:51:03 main:574] : INFO : Epoch 1676 | loss: 0.0311186 | val_loss: 0.0311496 | Time: 2997.3 ms
[2022-04-02 00:51:06 main:574] : INFO : Epoch 1677 | loss: 0.0311208 | val_loss: 0.0311521 | Time: 2977.24 ms
[2022-04-02 00:51:09 main:574] : INFO : Epoch 1678 | loss: 0.0311182 | val_loss: 0.0311543 | Time: 2915.82 ms
[2022-04-02 00:51:12 main:574] : INFO : Epoch 1679 | loss: 0.031118 | val_loss: 0.0311511 | Time: 3019.69 ms
[2022-04-02 00:51:15 main:574] : INFO : Epoch 1680 | loss: 0.0311178 | val_loss: 0.0311526 | Time: 3041.9 ms
[2022-04-02 00:51:18 main:574] : INFO : Epoch 1681 | loss: 0.0311159 | val_loss: 0.0311491 | Time: 2987.35 ms
[2022-04-02 00:51:21 main:574] : INFO : Epoch 1682 | loss: 0.0311196 | val_loss: 0.0311488 | Time: 2971.75 ms
[2022-04-02 00:51:24 main:574] : INFO : Epoch 1683 | loss: 0.0311179 | val_loss: 0.0311563 | Time: 3047.12 ms
[2022-04-02 00:51:27 main:574] : INFO : Epoch 1684 | loss: 0.0311198 | val_loss: 0.0311506 | Time: 3026.91 ms
[2022-04-02 00:51:30 main:574] : INFO : Epoch 1685 | loss: 0.0311221 | val_loss: 0.0311515 | Time: 3149.43 ms
[2022-04-02 00:51:33 main:574] : INFO : Epoch 1686 | loss: 0.0311218 | val_loss: 0.0311503 | Time: 3009.02 ms
[2022-04-02 00:51:37 main:574] : INFO : Epoch 1687 | loss: 0.0311219 | val_loss: 0.0311486 | Time: 3074.43 ms
[2022-04-02 00:51:40 main:574] : INFO : Epoch 1688 | loss: 0.0311215 | val_loss: 0.0311547 | Time: 2954.66 ms
[2022-04-02 00:51:43 main:574] : INFO : Epoch 1689 | loss: 0.0311472 | val_loss: 0.0312997 | Time: 2964.06 ms
[2022-04-02 00:51:45 main:574] : INFO : Epoch 1690 | loss: 0.0320609 | val_loss: 0.0383687 | Time: 2971.41 ms
[2022-04-02 00:51:48 main:574] : INFO : Epoch 1691 | loss: 0.0336722 | val_loss: 0.0316087 | Time: 3003.34 ms
[2022-04-02 00:51:52 main:574] : INFO : Epoch 1692 | loss: 0.0315252 | val_loss: 0.0313165 | Time: 3015.72 ms
[2022-04-02 00:51:55 main:574] : INFO : Epoch 1693 | loss: 0.0312113 | val_loss: 0.031185 | Time: 3015.68 ms
[2022-04-02 00:51:58 main:574] : INFO : Epoch 1694 | loss: 0.0311455 | val_loss: 0.0311564 | Time: 3020.81 ms
[2022-04-02 00:52:01 main:574] : INFO : Epoch 1695 | loss: 0.0311296 | val_loss: 0.031156 | Time: 2974.21 ms
[2022-04-02 00:52:04 main:574] : INFO : Epoch 1696 | loss: 0.0311263 | val_loss: 0.0311542 | Time: 2988.25 ms
[2022-04-02 00:52:07 main:574] : INFO : Epoch 1697 | loss: 0.0311228 | val_loss: 0.0311555 | Time: 2985.6 ms
[2022-04-02 00:52:10 main:574] : INFO : Epoch 1698 | loss: 0.03112 | val_loss: 0.0311565 | Time: 3078.71 ms
[2022-04-02 00:52:13 main:574] : INFO : Epoch 1699 | loss: 0.0311171 | val_loss: 0.0311622 | Time: 2997.36 ms
[2022-04-02 00:52:16 main:574] : INFO : Epoch 1700 | loss: 0.0311176 | val_loss: 0.0311533 | Time: 3000.53 ms
[2022-04-02 00:52:19 main:574] : INFO : Epoch 1701 | loss: 0.0311147 | val_loss: 0.031153 | Time: 3018.07 ms
[2022-04-02 00:52:22 main:574] : INFO : Epoch 1702 | loss: 0.0311149 | val_loss: 0.0311543 | Time: 2963.45 ms
[2022-04-02 00:52:25 main:574] : INFO : Epoch 1703 | loss: 0.031116 | val_loss: 0.0311558 | Time: 3019.48 ms
[2022-04-02 00:52:28 main:574] : INFO : Epoch 1704 | loss: 0.0311146 | val_loss: 0.0311538 | Time: 3016.65 ms
[2022-04-02 00:52:31 main:574] : INFO : Epoch 1705 | loss: 0.0311133 | val_loss: 0.0311554 | Time: 2955.78 ms
[2022-04-02 00:52:34 main:574] : INFO : Epoch 1706 | loss: 0.0311147 | val_loss: 0.0311541 | Time: 3007.04 ms
[2022-04-02 00:52:37 main:574] : INFO : Epoch 1707 | loss: 0.0311139 | val_loss: 0.0311568 | Time: 2960.18 ms
[2022-04-02 00:52:40 main:574] : INFO : Epoch 1708 | loss: 0.0311121 | val_loss: 0.0311541 | Time: 2995.63 ms
[2022-04-02 00:52:43 main:574] : INFO : Epoch 1709 | loss: 0.0311113 | val_loss: 0.0311537 | Time: 3026.73 ms
[2022-04-02 00:52:46 main:574] : INFO : Epoch 1710 | loss: 0.0311119 | val_loss: 0.0311533 | Time: 2954.99 ms
[2022-04-02 00:52:49 main:574] : INFO : Epoch 1711 | loss: 0.0311374 | val_loss: 0.0311558 | Time: 2984.87 ms
[2022-04-02 00:52:52 main:574] : INFO : Epoch 1712 | loss: 0.0311371 | val_loss: 0.0311567 | Time: 3055.15 ms
[2022-04-02 00:52:55 main:574] : INFO : Epoch 1713 | loss: 0.0311375 | val_loss: 0.0311493 | Time: 2997.55 ms
[2022-04-02 00:52:58 main:574] : INFO : Epoch 1714 | loss: 0.0311316 | val_loss: 0.0311507 | Time: 2991.7 ms
[2022-04-02 00:53:01 main:574] : INFO : Epoch 1715 | loss: 0.0311285 | val_loss: 0.0311563 | Time: 2971.09 ms
[2022-04-02 00:53:04 main:574] : INFO : Epoch 1716 | loss: 0.0311275 | val_loss: 0.0311518 | Time: 2998.57 ms
[2022-04-02 00:53:07 main:574] : INFO : Epoch 1717 | loss: 0.0311231 | val_loss: 0.0311519 | Time: 2970.4 ms
[2022-04-02 00:53:10 main:574] : INFO : Epoch 1718 | loss: 0.0311227 | val_loss: 0.0311546 | Time: 2967.72 ms
[2022-04-02 00:53:13 main:574] : INFO : Epoch 1719 | loss: 0.0311229 | val_loss: 0.0311538 | Time: 2994.94 ms
[2022-04-02 00:53:16 main:574] : INFO : Epoch 1720 | loss: 0.0311248 | val_loss: 0.0311522 | Time: 3038.68 ms
[2022-04-02 00:53:19 main:574] : INFO : Epoch 1721 | loss: 0.0311239 | val_loss: 0.0311447 | Time: 2953.42 ms
[2022-04-02 00:53:22 main:574] : INFO : Epoch 1722 | loss: 0.0311324 | val_loss: 0.0311495 | Time: 3032.63 ms
[2022-04-02 00:53:25 main:574] : INFO : Epoch 1723 | loss: 0.0311306 | val_loss: 0.0311588 | Time: 2922.18 ms
[2022-04-02 00:53:28 main:574] : INFO : Epoch 1724 | loss: 0.0311261 | val_loss: 0.0311526 | Time: 3015.9 ms
[2022-04-02 00:53:31 main:574] : INFO : Epoch 1725 | loss: 0.031123 | val_loss: 0.0311499 | Time: 3035.5 ms
[2022-04-02 00:53:34 main:574] : INFO : Epoch 1726 | loss: 0.0311202 | val_loss: 0.0311513 | Time: 2974.72 ms
[2022-04-02 00:53:37 main:574] : INFO : Epoch 1727 | loss: 0.0311216 | val_loss: 0.0311531 | Time: 3016.78 ms
[2022-04-02 00:53:40 main:574] : INFO : Epoch 1728 | loss: 0.0311218 | val_loss: 0.0311552 | Time: 2948.41 ms
[2022-04-02 00:53:43 main:574] : INFO : Epoch 1729 | loss: 0.0311192 | val_loss: 0.0311521 | Time: 2980.17 ms
[2022-04-02 00:53:46 main:574] : INFO : Epoch 1730 | loss: 0.0311184 | val_loss: 0.0311528 | Time: 2941.12 ms
[2022-04-02 00:53:49 main:574] : INFO : Epoch 1731 | loss: 0.031118 | val_loss: 0.0311499 | Time: 3022.87 ms
[2022-04-02 00:53:52 main:574] : INFO : Epoch 1732 | loss: 0.0311187 | val_loss: 0.0311534 | Time: 2995.22 ms
[2022-04-02 00:53:55 main:574] : INFO : Epoch 1733 | loss: 0.0311188 | val_loss: 0.0311481 | Time: 2935.42 ms
[2022-04-02 00:53:58 main:574] : INFO : Epoch 1734 | loss: 0.0311195 | val_loss: 0.0311528 | Time: 2988.41 ms
[2022-04-02 00:54:00 main:574] : INFO : Epoch 1735 | loss: 0.0311162 | val_loss: 0.0311502 | Time: 2959.66 ms
[2022-04-02 00:54:04 main:574] : INFO : Epoch 1736 | loss: 0.0311179 | val_loss: 0.0311504 | Time: 2999.74 ms
[2022-04-02 00:54:06 main:574] : INFO : Epoch 1737 | loss: 0.0311171 | val_loss: 0.0311507 | Time: 2975.84 ms
[2022-04-02 00:54:09 main:574] : INFO : Epoch 1738 | loss: 0.0311194 | val_loss: 0.0311515 | Time: 2987.86 ms
[2022-04-02 00:54:12 main:574] : INFO : Epoch 1739 | loss: 0.0311163 | val_loss: 0.0311498 | Time: 2945.1 ms
[2022-04-02 00:54:15 main:574] : INFO : Epoch 1740 | loss: 0.0311155 | val_loss: 0.0311485 | Time: 3016.25 ms
[2022-04-02 00:54:18 main:574] : INFO : Epoch 1741 | loss: 0.0311179 | val_loss: 0.0311482 | Time: 2973.87 ms
[2022-04-02 00:54:21 main:574] : INFO : Epoch 1742 | loss: 0.0311176 | val_loss: 0.0311492 | Time: 3027.52 ms
[2022-04-02 00:54:24 main:574] : INFO : Epoch 1743 | loss: 0.0311179 | val_loss: 0.0311496 | Time: 2944 ms
[2022-04-02 00:54:27 main:574] : INFO : Epoch 1744 | loss: 0.0311187 | val_loss: 0.0311529 | Time: 2961.32 ms
[2022-04-02 00:54:30 main:574] : INFO : Epoch 1745 | loss: 0.0311186 | val_loss: 0.0311496 | Time: 2977.42 ms
[2022-04-02 00:54:33 main:574] : INFO : Epoch 1746 | loss: 0.0311206 | val_loss: 0.0311492 | Time: 3010.49 ms
[2022-04-02 00:54:36 main:574] : INFO : Epoch 1747 | loss: 0.0311209 | val_loss: 0.0311501 | Time: 2966.2 ms
[2022-04-02 00:54:39 main:574] : INFO : Epoch 1748 | loss: 0.031118 | val_loss: 0.0311481 | Time: 2974.01 ms
[2022-04-02 00:54:42 main:574] : INFO : Epoch 1749 | loss: 0.0311205 | val_loss: 0.0311532 | Time: 2954.27 ms
[2022-04-02 00:54:45 main:574] : INFO : Epoch 1750 | loss: 0.0311307 | val_loss: 0.0311518 | Time: 3032.07 ms
[2022-04-02 00:54:48 main:574] : INFO : Epoch 1751 | loss: 0.0311233 | val_loss: 0.0311526 | Time: 2975.65 ms
[2022-04-02 00:54:51 main:574] : INFO : Epoch 1752 | loss: 0.0311176 | val_loss: 0.031155 | Time: 2982.97 ms
[2022-04-02 00:54:54 main:574] : INFO : Epoch 1753 | loss: 0.0311179 | val_loss: 0.0311499 | Time: 2984.48 ms
[2022-04-02 00:54:57 main:574] : INFO : Epoch 1754 | loss: 0.0311179 | val_loss: 0.0311545 | Time: 2996.74 ms
[2022-04-02 00:55:00 main:574] : INFO : Epoch 1755 | loss: 0.031116 | val_loss: 0.0311522 | Time: 3031.39 ms
[2022-04-02 00:55:03 main:574] : INFO : Epoch 1756 | loss: 0.0311136 | val_loss: 0.031153 | Time: 2996.74 ms
[2022-04-02 00:55:06 main:574] : INFO : Epoch 1757 | loss: 0.0311133 | val_loss: 0.0311508 | Time: 3001.82 ms
[2022-04-02 00:55:09 main:574] : INFO : Epoch 1758 | loss: 0.0311141 | val_loss: 0.0311504 | Time: 2974.27 ms
[2022-04-02 00:55:12 main:574] : INFO : Epoch 1759 | loss: 0.0311137 | val_loss: 0.0311553 | Time: 3044.64 ms
[2022-04-02 00:55:15 main:574] : INFO : Epoch 1760 | loss: 0.0311125 | val_loss: 0.0311522 | Time: 3039.87 ms
[2022-04-02 00:55:18 main:574] : INFO : Epoch 1761 | loss: 0.0311128 | val_loss: 0.0311533 | Time: 2965.84 ms
[2022-04-02 00:55:21 main:574] : INFO : Epoch 1762 | loss: 0.0311164 | val_loss: 0.0311538 | Time: 3025.61 ms
[2022-04-02 00:55:24 main:574] : INFO : Epoch 1763 | loss: 0.0311201 | val_loss: 0.0311452 | Time: 2959.78 ms
[2022-04-02 00:55:27 main:574] : INFO : Epoch 1764 | loss: 0.0311178 | val_loss: 0.0311482 | Time: 2977.81 ms
[2022-04-02 00:55:30 main:574] : INFO : Epoch 1765 | loss: 0.0311192 | val_loss: 0.0311523 | Time: 3013.59 ms
[2022-04-02 00:55:33 main:574] : INFO : Epoch 1766 | loss: 0.0311266 | val_loss: 0.0311512 | Time: 3029.96 ms
[2022-04-02 00:55:36 main:574] : INFO : Epoch 1767 | loss: 0.0311246 | val_loss: 0.0311539 | Time: 2988.52 ms
[2022-04-02 00:55:39 main:574] : INFO : Epoch 1768 | loss: 0.0311197 | val_loss: 0.0311517 | Time: 2998.19 ms
[2022-04-02 00:55:42 main:574] : INFO : Epoch 1769 | loss: 0.0311165 | val_loss: 0.0311544 | Time: 2965.24 ms
[2022-04-02 00:55:45 main:574] : INFO : Epoch 1770 | loss: 0.0311164 | val_loss: 0.0311552 | Time: 2984.32 ms
[2022-04-02 00:55:48 main:574] : INFO : Epoch 1771 | loss: 0.0311162 | val_loss: 0.0311518 | Time: 3001.29 ms
[2022-04-02 00:55:51 main:574] : INFO : Epoch 1772 | loss: 0.0311142 | val_loss: 0.0311504 | Time: 3010.35 ms
[2022-04-02 00:55:54 main:574] : INFO : Epoch 1773 | loss: 0.0311152 | val_loss: 0.0311464 | Time: 3004.98 ms
[2022-04-02 00:55:57 main:574] : INFO : Epoch 1774 | loss: 0.0311158 | val_loss: 0.0311508 | Time: 2981.17 ms
[2022-04-02 00:56:01 main:574] : INFO : Epoch 1775 | loss: 0.0311207 | val_loss: 0.0311467 | Time: 3082.25 ms
[2022-04-02 00:56:04 main:574] : INFO : Epoch 1776 | loss: 0.0311229 | val_loss: 0.0311461 | Time: 3017.74 ms
[2022-04-02 00:56:07 main:574] : INFO : Epoch 1777 | loss: 0.0311198 | val_loss: 0.0311523 | Time: 2980.36 ms
[2022-04-02 00:56:10 main:574] : INFO : Epoch 1778 | loss: 0.0311165 | val_loss: 0.0311521 | Time: 2990.18 ms
[2022-04-02 00:56:13 main:574] : INFO : Epoch 1779 | loss: 0.0311155 | val_loss: 0.0311492 | Time: 3041.75 ms
[2022-04-02 00:56:16 main:574] : INFO : Epoch 1780 | loss: 0.0311152 | val_loss: 0.0311493 | Time: 3019.95 ms
[2022-04-02 00:56:19 main:574] : INFO : Epoch 1781 | loss: 0.0311161 | val_loss: 0.0311517 | Time: 3020.48 ms
[2022-04-02 00:56:22 main:574] : INFO : Epoch 1782 | loss: 0.0311277 | val_loss: 0.0311507 | Time: 3021.18 ms
[2022-04-02 00:56:25 main:574] : INFO : Epoch 1783 | loss: 0.0311355 | val_loss: 0.0311518 | Time: 2959.62 ms
[2022-04-02 00:56:28 main:574] : INFO : Epoch 1784 | loss: 0.0311306 | val_loss: 0.0311484 | Time: 2962.72 ms
[2022-04-02 00:56:31 main:574] : INFO : Epoch 1785 | loss: 0.0311238 | val_loss: 0.0311464 | Time: 3303.71 ms
[2022-04-02 00:56:34 main:574] : INFO : Epoch 1786 | loss: 0.0311179 | val_loss: 0.0311484 | Time: 2983.97 ms
[2022-04-02 00:56:37 main:574] : INFO : Epoch 1787 | loss: 0.0311179 | val_loss: 0.0311452 | Time: 2989.09 ms
[2022-04-02 00:56:40 main:574] : INFO : Epoch 1788 | loss: 0.0311206 | val_loss: 0.0311492 | Time: 3010.7 ms
[2022-04-02 00:56:43 main:574] : INFO : Epoch 1789 | loss: 0.0311203 | val_loss: 0.0311477 | Time: 2953.04 ms
[2022-04-02 00:56:46 main:574] : INFO : Epoch 1790 | loss: 0.0311186 | val_loss: 0.0311515 | Time: 2972.57 ms
[2022-04-02 00:56:49 main:574] : INFO : Epoch 1791 | loss: 0.0311169 | val_loss: 0.0311473 | Time: 3030.36 ms
[2022-04-02 00:56:52 main:574] : INFO : Epoch 1792 | loss: 0.0311187 | val_loss: 0.0311502 | Time: 2952.2 ms
[2022-04-02 00:56:55 main:574] : INFO : Epoch 1793 | loss: 0.0311172 | val_loss: 0.0311523 | Time: 3002.52 ms
[2022-04-02 00:56:58 main:574] : INFO : Epoch 1794 | loss: 0.0311173 | val_loss: 0.0311508 | Time: 3011.02 ms
[2022-04-02 00:57:01 main:574] : INFO : Epoch 1795 | loss: 0.0311181 | val_loss: 0.0311465 | Time: 3026.78 ms
[2022-04-02 00:57:04 main:574] : INFO : Epoch 1796 | loss: 0.0311155 | val_loss: 0.031149 | Time: 3002.97 ms
[2022-04-02 00:57:07 main:574] : INFO : Epoch 1797 | loss: 0.0311132 | val_loss: 0.0311464 | Time: 3019.19 ms
[2022-04-02 00:57:10 main:574] : INFO : Epoch 1798 | loss: 0.0311172 | val_loss: 0.0311497 | Time: 2977.47 ms
[2022-04-02 00:57:13 main:574] : INFO : Epoch 1799 | loss: 0.0311235 | val_loss: 0.031151 | Time: 2991 ms
[2022-04-02 00:57:16 main:574] : INFO : Epoch 1800 | loss: 0.0311185 | val_loss: 0.0311474 | Time: 2980.51 ms
[2022-04-02 00:57:19 main:574] : INFO : Epoch 1801 | loss: 0.0311153 | val_loss: 0.031149 | Time: 2989.13 ms
[2022-04-02 00:57:22 main:574] : INFO : Epoch 1802 | loss: 0.0311156 | val_loss: 0.0311478 | Time: 2963.57 ms
[2022-04-02 00:57:25 main:574] : INFO : Epoch 1803 | loss: 0.031115 | val_loss: 0.0311487 | Time: 2987.71 ms
[2022-04-02 00:57:28 main:574] : INFO : Epoch 1804 | loss: 0.0311145 | val_loss: 0.0311483 | Time: 2971.66 ms
[2022-04-02 00:57:31 main:574] : INFO : Epoch 1805 | loss: 0.0311123 | val_loss: 0.0311509 | Time: 3153.54 ms
[2022-04-02 00:57:34 main:574] : INFO : Epoch 1806 | loss: 0.0311136 | val_loss: 0.0311487 | Time: 2987.02 ms
[2022-04-02 00:57:37 main:574] : INFO : Epoch 1807 | loss: 0.0311287 | val_loss: 0.0311584 | Time: 3055.21 ms
[2022-04-02 00:57:40 main:574] : INFO : Epoch 1808 | loss: 0.0311414 | val_loss: 0.0311549 | Time: 3030.82 ms
[2022-04-02 00:57:43 main:574] : INFO : Epoch 1809 | loss: 0.0311378 | val_loss: 0.031156 | Time: 3032.87 ms
[2022-04-02 00:57:46 main:574] : INFO : Epoch 1810 | loss: 0.0311308 | val_loss: 0.0311481 | Time: 2966.39 ms
[2022-04-02 00:57:49 main:574] : INFO : Epoch 1811 | loss: 0.0311236 | val_loss: 0.0311474 | Time: 3000.13 ms
[2022-04-02 00:57:52 main:574] : INFO : Epoch 1812 | loss: 0.031122 | val_loss: 0.0311494 | Time: 2990.25 ms
[2022-04-02 00:57:55 main:574] : INFO : Epoch 1813 | loss: 0.03112 | val_loss: 0.0311497 | Time: 2998.16 ms
[2022-04-02 00:57:58 main:574] : INFO : Epoch 1814 | loss: 0.0311188 | val_loss: 0.0311462 | Time: 3017.51 ms
[2022-04-02 00:58:01 main:574] : INFO : Epoch 1815 | loss: 0.0311189 | val_loss: 0.0311468 | Time: 2960.8 ms
[2022-04-02 00:58:04 main:574] : INFO : Epoch 1816 | loss: 0.0311185 | val_loss: 0.0311493 | Time: 3051.41 ms
[2022-04-02 00:58:07 main:574] : INFO : Epoch 1817 | loss: 0.0311189 | val_loss: 0.0311479 | Time: 3034.7 ms
[2022-04-02 00:58:10 main:574] : INFO : Epoch 1818 | loss: 0.0311188 | val_loss: 0.0311515 | Time: 2978.83 ms
[2022-04-02 00:58:13 main:574] : INFO : Epoch 1819 | loss: 0.0311228 | val_loss: 0.0311501 | Time: 2947.4 ms
[2022-04-02 00:58:16 main:574] : INFO : Epoch 1820 | loss: 0.0311237 | val_loss: 0.031154 | Time: 3234.4 ms
[2022-04-02 00:58:19 main:574] : INFO : Epoch 1821 | loss: 0.0311209 | val_loss: 0.0311527 | Time: 2962.79 ms
[2022-04-02 00:58:22 main:574] : INFO : Epoch 1822 | loss: 0.0311187 | val_loss: 0.0311523 | Time: 2891.29 ms
[2022-04-02 00:58:25 main:574] : INFO : Epoch 1823 | loss: 0.0311217 | val_loss: 0.0311484 | Time: 2899.89 ms
[2022-04-02 00:58:28 main:574] : INFO : Epoch 1824 | loss: 0.0311239 | val_loss: 0.0311511 | Time: 2946.53 ms
[2022-04-02 00:58:31 main:574] : INFO : Epoch 1825 | loss: 0.0311226 | val_loss: 0.0311531 | Time: 2917.86 ms
[2022-04-02 00:58:34 main:574] : INFO : Epoch 1826 | loss: 0.0311209 | val_loss: 0.0311507 | Time: 2937.5 ms
[2022-04-02 00:58:37 main:574] : INFO : Epoch 1827 | loss: 0.0311197 | val_loss: 0.0311543 | Time: 3019.67 ms
[2022-04-02 00:58:40 main:574] : INFO : Epoch 1828 | loss: 0.0311171 | val_loss: 0.0311495 | Time: 3049.48 ms
[2022-04-02 00:58:43 main:574] : INFO : Epoch 1829 | loss: 0.0311164 | val_loss: 0.0311481 | Time: 2972.2 ms
[2022-04-02 00:58:46 main:574] : INFO : Epoch 1830 | loss: 0.0311158 | val_loss: 0.0311506 | Time: 2988.41 ms
[2022-04-02 00:58:49 main:574] : INFO : Epoch 1831 | loss: 0.0311187 | val_loss: 0.0311556 | Time: 3009.48 ms
[2022-04-02 00:58:52 main:574] : INFO : Epoch 1832 | loss: 0.0311186 | val_loss: 0.0311509 | Time: 2928.54 ms
[2022-04-02 00:58:55 main:574] : INFO : Epoch 1833 | loss: 0.0311214 | val_loss: 0.0311477 | Time: 3017.2 ms
[2022-04-02 00:58:58 main:574] : INFO : Epoch 1834 | loss: 0.0311307 | val_loss: 0.0311463 | Time: 3033.43 ms
[2022-04-02 00:59:01 main:574] : INFO : Epoch 1835 | loss: 0.0311255 | val_loss: 0.0311503 | Time: 2958.24 ms
[2022-04-02 00:59:04 main:574] : INFO : Epoch 1836 | loss: 0.0311246 | val_loss: 0.0311487 | Time: 2976.88 ms
[2022-04-02 00:59:07 main:574] : INFO : Epoch 1837 | loss: 0.0311261 | val_loss: 0.0311501 | Time: 3015.24 ms
[2022-04-02 00:59:10 main:574] : INFO : Epoch 1838 | loss: 0.0311242 | val_loss: 0.0311537 | Time: 2967.58 ms
[2022-04-02 00:59:13 main:574] : INFO : Epoch 1839 | loss: 0.0311255 | val_loss: 0.0311474 | Time: 2974.01 ms
[2022-04-02 00:59:16 main:574] : INFO : Epoch 1840 | loss: 0.0311271 | val_loss: 0.0311516 | Time: 2992.71 ms
[2022-04-02 00:59:19 main:574] : INFO : Epoch 1841 | loss: 0.0311293 | val_loss: 0.0311525 | Time: 2971.95 ms
[2022-04-02 00:59:22 main:574] : INFO : Epoch 1842 | loss: 0.0311323 | val_loss: 0.0311503 | Time: 2981.94 ms
[2022-04-02 00:59:25 main:574] : INFO : Epoch 1843 | loss: 0.0311265 | val_loss: 0.0311509 | Time: 2971.58 ms
[2022-04-02 00:59:28 main:574] : INFO : Epoch 1844 | loss: 0.0311259 | val_loss: 0.0311544 | Time: 3051.5 ms
[2022-04-02 00:59:31 main:574] : INFO : Epoch 1845 | loss: 0.0311218 | val_loss: 0.0311495 | Time: 2948.79 ms
[2022-04-02 00:59:34 main:574] : INFO : Epoch 1846 | loss: 0.0311171 | val_loss: 0.0311504 | Time: 2965.42 ms
[2022-04-02 00:59:37 main:574] : INFO : Epoch 1847 | loss: 0.031122 | val_loss: 0.0311526 | Time: 3013.22 ms
[2022-04-02 00:59:40 main:574] : INFO : Epoch 1848 | loss: 0.0311431 | val_loss: 0.0311589 | Time: 3015.16 ms
[2022-04-02 00:59:43 main:574] : INFO : Epoch 1849 | loss: 0.031148 | val_loss: 0.031157 | Time: 3017.99 ms
[2022-04-02 00:59:46 main:574] : INFO : Epoch 1850 | loss: 0.0311466 | val_loss: 0.0311548 | Time: 2967.33 ms
[2022-04-02 00:59:49 main:574] : INFO : Epoch 1851 | loss: 0.0311376 | val_loss: 0.031151 | Time: 2992.39 ms
[2022-04-02 00:59:52 main:574] : INFO : Epoch 1852 | loss: 0.0311339 | val_loss: 0.0311532 | Time: 2951.27 ms
[2022-04-02 00:59:55 main:574] : INFO : Epoch 1853 | loss: 0.0311344 | val_loss: 0.0311572 | Time: 2976.48 ms
[2022-04-02 00:59:58 main:574] : INFO : Epoch 1854 | loss: 0.0311292 | val_loss: 0.0311577 | Time: 2952.42 ms
[2022-04-02 01:00:01 main:574] : INFO : Epoch 1855 | loss: 0.0311271 | val_loss: 0.0311525 | Time: 2998.92 ms
[2022-04-02 01:00:04 main:574] : INFO : Epoch 1856 | loss: 0.0311253 | val_loss: 0.0311549 | Time: 3003.53 ms
[2022-04-02 01:00:07 main:574] : INFO : Epoch 1857 | loss: 0.0311253 | val_loss: 0.0311522 | Time: 2957.71 ms
[2022-04-02 01:00:10 main:574] : INFO : Epoch 1858 | loss: 0.0311224 | val_loss: 0.0311526 | Time: 2986.39 ms
[2022-04-02 01:00:13 main:574] : INFO : Epoch 1859 | loss: 0.0311221 | val_loss: 0.0311522 | Time: 3006.79 ms
[2022-04-02 01:00:16 main:574] : INFO : Epoch 1860 | loss: 0.0311217 | val_loss: 0.0311498 | Time: 2957.62 ms
[2022-04-02 01:00:19 main:574] : INFO : Epoch 1861 | loss: 0.0311275 | val_loss: 0.0311513 | Time: 2944.93 ms
[2022-04-02 01:00:22 main:574] : INFO : Epoch 1862 | loss: 0.0311256 | val_loss: 0.0311476 | Time: 2994.02 ms
[2022-04-02 01:00:25 main:574] : INFO : Epoch 1863 | loss: 0.031121 | val_loss: 0.0311449 | Time: 3049.88 ms
[2022-04-02 01:00:28 main:574] : INFO : Epoch 1864 | loss: 0.0311219 | val_loss: 0.0311435 | Time: 2991.59 ms
[2022-04-02 01:00:31 main:574] : INFO : Epoch 1865 | loss: 0.0311262 | val_loss: 0.0311472 | Time: 2950.39 ms
[2022-04-02 01:00:34 main:574] : INFO : Epoch 1866 | loss: 0.0311313 | val_loss: 0.0311482 | Time: 3036.83 ms
[2022-04-02 01:00:37 main:574] : INFO : Epoch 1867 | loss: 0.0311268 | val_loss: 0.0311484 | Time: 2952.19 ms
[2022-04-02 01:00:40 main:574] : INFO : Epoch 1868 | loss: 0.0311255 | val_loss: 0.0311526 | Time: 3021.5 ms
[2022-04-02 01:00:43 main:574] : INFO : Epoch 1869 | loss: 0.0311284 | val_loss: 0.0311461 | Time: 3002.1 ms
[2022-04-02 01:00:46 main:574] : INFO : Epoch 1870 | loss: 0.0311239 | val_loss: 0.0311466 | Time: 2985.85 ms
[2022-04-02 01:00:49 main:574] : INFO : Epoch 1871 | loss: 0.0311208 | val_loss: 0.0311448 | Time: 2973.62 ms
[2022-04-02 01:00:52 main:574] : INFO : Epoch 1872 | loss: 0.0311166 | val_loss: 0.0311435 | Time: 3002.22 ms
[2022-04-02 01:00:55 main:574] : INFO : Epoch 1873 | loss: 0.0311168 | val_loss: 0.0311417 | Time: 3004.76 ms
[2022-04-02 01:00:58 main:574] : INFO : Epoch 1874 | loss: 0.0311159 | val_loss: 0.031145 | Time: 2980.94 ms
[2022-04-02 01:01:01 main:574] : INFO : Epoch 1875 | loss: 0.0311178 | val_loss: 0.0311473 | Time: 3008.16 ms
[2022-04-02 01:01:04 main:574] : INFO : Epoch 1876 | loss: 0.0311194 | val_loss: 0.0311439 | Time: 2958.71 ms
[2022-04-02 01:01:07 main:574] : INFO : Epoch 1877 | loss: 0.0311167 | val_loss: 0.031146 | Time: 3101.03 ms
[2022-04-02 01:01:10 main:574] : INFO : Epoch 1878 | loss: 0.0311195 | val_loss: 0.0311475 | Time: 2967.09 ms
[2022-04-02 01:01:13 main:574] : INFO : Epoch 1879 | loss: 0.0311235 | val_loss: 0.0311438 | Time: 3044.31 ms
[2022-04-02 01:01:16 main:574] : INFO : Epoch 1880 | loss: 0.0311208 | val_loss: 0.0311488 | Time: 2976.9 ms
[2022-04-02 01:01:19 main:574] : INFO : Epoch 1881 | loss: 0.0311193 | val_loss: 0.0311488 | Time: 2957.86 ms
[2022-04-02 01:01:22 main:574] : INFO : Epoch 1882 | loss: 0.031119 | val_loss: 0.0311495 | Time: 2966.33 ms
[2022-04-02 01:01:25 main:574] : INFO : Epoch 1883 | loss: 0.0311183 | val_loss: 0.031153 | Time: 2928.95 ms
[2022-04-02 01:01:28 main:574] : INFO : Epoch 1884 | loss: 0.0311207 | val_loss: 0.0311495 | Time: 2964.32 ms
[2022-04-02 01:01:31 main:574] : INFO : Epoch 1885 | loss: 0.0311192 | val_loss: 0.031148 | Time: 2995 ms
[2022-04-02 01:01:34 main:574] : INFO : Epoch 1886 | loss: 0.0311196 | val_loss: 0.0311492 | Time: 2995.73 ms
[2022-04-02 01:01:37 main:574] : INFO : Epoch 1887 | loss: 0.0311169 | val_loss: 0.0311525 | Time: 2984.6 ms
[2022-04-02 01:01:40 main:574] : INFO : Epoch 1888 | loss: 0.0311164 | val_loss: 0.0311479 | Time: 2993.63 ms
[2022-04-02 01:01:43 main:574] : INFO : Epoch 1889 | loss: 0.0311184 | val_loss: 0.0311467 | Time: 3019.27 ms
[2022-04-02 01:01:46 main:574] : INFO : Epoch 1890 | loss: 0.0311201 | val_loss: 0.0311541 | Time: 3004.61 ms
[2022-04-02 01:01:49 main:574] : INFO : Epoch 1891 | loss: 0.0311188 | val_loss: 0.0311549 | Time: 3054.73 ms
[2022-04-02 01:01:52 main:574] : INFO : Epoch 1892 | loss: 0.0311156 | val_loss: 0.0311501 | Time: 2940.66 ms
[2022-04-02 01:01:55 main:574] : INFO : Epoch 1893 | loss: 0.0311154 | val_loss: 0.0311492 | Time: 2966.51 ms
[2022-04-02 01:01:58 main:574] : INFO : Epoch 1894 | loss: 0.0311183 | val_loss: 0.0311515 | Time: 2979.9 ms
[2022-04-02 01:02:01 main:574] : INFO : Epoch 1895 | loss: 0.0311176 | val_loss: 0.0311475 | Time: 2976.43 ms
[2022-04-02 01:02:04 main:574] : INFO : Epoch 1896 | loss: 0.0311208 | val_loss: 0.0311533 | Time: 3026.03 ms
[2022-04-02 01:02:07 main:574] : INFO : Epoch 1897 | loss: 0.0311264 | val_loss: 0.0311544 | Time: 2963.8 ms
[2022-04-02 01:02:10 main:574] : INFO : Epoch 1898 | loss: 0.0311425 | val_loss: 0.031149 | Time: 2976.67 ms
[2022-04-02 01:02:13 main:574] : INFO : Epoch 1899 | loss: 0.0311371 | val_loss: 0.031145 | Time: 3011.77 ms
[2022-04-02 01:02:16 main:574] : INFO : Epoch 1900 | loss: 0.031134 | val_loss: 0.0311442 | Time: 2992.73 ms
[2022-04-02 01:02:19 main:574] : INFO : Epoch 1901 | loss: 0.0311315 | val_loss: 0.0311443 | Time: 3021.39 ms
[2022-04-02 01:02:22 main:574] : INFO : Epoch 1902 | loss: 0.0311293 | val_loss: 0.0311482 | Time: 3015.14 ms
[2022-04-02 01:02:25 main:574] : INFO : Epoch 1903 | loss: 0.0311268 | val_loss: 0.0311487 | Time: 2987.97 ms
[2022-04-02 01:02:28 main:574] : INFO : Epoch 1904 | loss: 0.0311259 | val_loss: 0.0311438 | Time: 2971.16 ms
[2022-04-02 01:02:31 main:574] : INFO : Epoch 1905 | loss: 0.0311244 | val_loss: 0.0311474 | Time: 2953.39 ms
[2022-04-02 01:02:34 main:574] : INFO : Epoch 1906 | loss: 0.0311243 | val_loss: 0.0311471 | Time: 3045.56 ms
[2022-04-02 01:02:37 main:574] : INFO : Epoch 1907 | loss: 0.0311226 | val_loss: 0.0311459 | Time: 2974.98 ms
[2022-04-02 01:02:40 main:574] : INFO : Epoch 1908 | loss: 0.0311205 | val_loss: 0.0311459 | Time: 2962.37 ms
[2022-04-02 01:02:43 main:574] : INFO : Epoch 1909 | loss: 0.0311186 | val_loss: 0.0311489 | Time: 2975.3 ms
[2022-04-02 01:02:46 main:574] : INFO : Epoch 1910 | loss: 0.0311256 | val_loss: 0.0311494 | Time: 2949.91 ms
[2022-04-02 01:02:49 main:574] : INFO : Epoch 1911 | loss: 0.0311286 | val_loss: 0.0311467 | Time: 2945.8 ms
[2022-04-02 01:02:52 main:574] : INFO : Epoch 1912 | loss: 0.0311256 | val_loss: 0.0311467 | Time: 2998.78 ms
[2022-04-02 01:02:55 main:574] : INFO : Epoch 1913 | loss: 0.0311229 | val_loss: 0.0311473 | Time: 2955.87 ms
[2022-04-02 01:02:58 main:574] : INFO : Epoch 1914 | loss: 0.0311211 | val_loss: 0.0311456 | Time: 3026.22 ms
[2022-04-02 01:03:01 main:574] : INFO : Epoch 1915 | loss: 0.0311201 | val_loss: 0.0311459 | Time: 3011.7 ms
[2022-04-02 01:03:04 main:574] : INFO : Epoch 1916 | loss: 0.031122 | val_loss: 0.031146 | Time: 3008.83 ms
[2022-04-02 01:03:07 main:574] : INFO : Epoch 1917 | loss: 0.0311205 | val_loss: 0.0311473 | Time: 2950.74 ms
[2022-04-02 01:03:10 main:574] : INFO : Epoch 1918 | loss: 0.0311175 | val_loss: 0.0311478 | Time: 3008.45 ms
[2022-04-02 01:03:13 main:574] : INFO : Epoch 1919 | loss: 0.0311192 | val_loss: 0.0311453 | Time: 2939.35 ms
[2022-04-02 01:03:16 main:574] : INFO : Epoch 1920 | loss: 0.0311214 | val_loss: 0.0311475 | Time: 2997.86 ms
[2022-04-02 01:03:19 main:574] : INFO : Epoch 1921 | loss: 0.0311264 | val_loss: 0.0311455 | Time: 3015.67 ms
[2022-04-02 01:03:21 main:574] : INFO : Epoch 1922 | loss: 0.031122 | val_loss: 0.0311512 | Time: 2946.33 ms
[2022-04-02 01:03:24 main:574] : INFO : Epoch 1923 | loss: 0.0311204 | val_loss: 0.0311479 | Time: 2991.25 ms
[2022-04-02 01:03:27 main:574] : INFO : Epoch 1924 | loss: 0.0311204 | val_loss: 0.0311514 | Time: 2971.95 ms
[2022-04-02 01:03:30 main:574] : INFO : Epoch 1925 | loss: 0.0311165 | val_loss: 0.0311509 | Time: 2970.27 ms
[2022-04-02 01:03:33 main:574] : INFO : Epoch 1926 | loss: 0.0311157 | val_loss: 0.0311466 | Time: 2977.23 ms
[2022-04-02 01:03:36 main:574] : INFO : Epoch 1927 | loss: 0.031116 | val_loss: 0.0311468 | Time: 3027.6 ms
[2022-04-02 01:03:40 main:574] : INFO : Epoch 1928 | loss: 0.0311162 | val_loss: 0.0311482 | Time: 3024.17 ms
[2022-04-02 01:03:43 main:574] : INFO : Epoch 1929 | loss: 0.031115 | val_loss: 0.0311499 | Time: 3024.22 ms
[2022-04-02 01:03:45 main:574] : INFO : Epoch 1930 | loss: 0.0311133 | val_loss: 0.0311488 | Time: 2919.93 ms
[2022-04-02 01:03:48 main:574] : INFO : Epoch 1931 | loss: 0.0311146 | val_loss: 0.031149 | Time: 2992.54 ms
[2022-04-02 01:03:51 main:574] : INFO : Epoch 1932 | loss: 0.0311133 | val_loss: 0.0311472 | Time: 2981.77 ms
[2022-04-02 01:03:54 main:574] : INFO : Epoch 1933 | loss: 0.0311141 | val_loss: 0.0311491 | Time: 2978 ms
[2022-04-02 01:03:57 main:574] : INFO : Epoch 1934 | loss: 0.0311161 | val_loss: 0.0311487 | Time: 3013.48 ms
[2022-04-02 01:04:00 main:574] : INFO : Epoch 1935 | loss: 0.0311139 | val_loss: 0.0311491 | Time: 3002.16 ms
[2022-04-02 01:04:03 main:574] : INFO : Epoch 1936 | loss: 0.0311144 | val_loss: 0.0311498 | Time: 2987.76 ms
[2022-04-02 01:04:06 main:574] : INFO : Epoch 1937 | loss: 0.0311161 | val_loss: 0.0311509 | Time: 3000.18 ms
[2022-04-02 01:04:10 main:574] : INFO : Epoch 1938 | loss: 0.0311147 | val_loss: 0.0311509 | Time: 3025.76 ms
[2022-04-02 01:04:13 main:574] : INFO : Epoch 1939 | loss: 0.0311145 | val_loss: 0.0311509 | Time: 3000.26 ms
[2022-04-02 01:04:15 main:574] : INFO : Epoch 1940 | loss: 0.0311149 | val_loss: 0.0311495 | Time: 2981.61 ms
[2022-04-02 01:04:18 main:574] : INFO : Epoch 1941 | loss: 0.031119 | val_loss: 0.0311501 | Time: 2965.19 ms
[2022-04-02 01:04:21 main:574] : INFO : Epoch 1942 | loss: 0.0311162 | val_loss: 0.0311487 | Time: 2971.04 ms
[2022-04-02 01:04:24 main:574] : INFO : Epoch 1943 | loss: 0.0311152 | val_loss: 0.0311477 | Time: 2948.82 ms
[2022-04-02 01:04:27 main:574] : INFO : Epoch 1944 | loss: 0.0311147 | val_loss: 0.0311479 | Time: 3004.58 ms
[2022-04-02 01:04:30 main:574] : INFO : Epoch 1945 | loss: 0.0311166 | val_loss: 0.0311508 | Time: 2996.26 ms
[2022-04-02 01:04:33 main:574] : INFO : Epoch 1946 | loss: 0.0311124 | val_loss: 0.0311517 | Time: 3006.45 ms
[2022-04-02 01:04:36 main:574] : INFO : Epoch 1947 | loss: 0.0311201 | val_loss: 0.031154 | Time: 3005.14 ms
[2022-04-02 01:04:39 main:574] : INFO : Epoch 1948 | loss: 0.0311239 | val_loss: 0.0311528 | Time: 3040.79 ms
[2022-04-02 01:04:43 main:574] : INFO : Epoch 1949 | loss: 0.0311226 | val_loss: 0.0311528 | Time: 3018.97 ms
[2022-04-02 01:04:45 main:574] : INFO : Epoch 1950 | loss: 0.0311222 | val_loss: 0.031151 | Time: 2952 ms
[2022-04-02 01:04:48 main:574] : INFO : Epoch 1951 | loss: 0.0311178 | val_loss: 0.0311543 | Time: 2982.53 ms
[2022-04-02 01:04:51 main:574] : INFO : Epoch 1952 | loss: 0.0311152 | val_loss: 0.0311497 | Time: 2985.55 ms
[2022-04-02 01:04:54 main:574] : INFO : Epoch 1953 | loss: 0.0311141 | val_loss: 0.0311503 | Time: 2939.67 ms
[2022-04-02 01:04:57 main:574] : INFO : Epoch 1954 | loss: 0.0311145 | val_loss: 0.0311503 | Time: 2988.1 ms
[2022-04-02 01:05:00 main:574] : INFO : Epoch 1955 | loss: 0.0311133 | val_loss: 0.031149 | Time: 2948.25 ms
[2022-04-02 01:05:03 main:574] : INFO : Epoch 1956 | loss: 0.0311125 | val_loss: 0.0311502 | Time: 3027.15 ms
[2022-04-02 01:05:06 main:574] : INFO : Epoch 1957 | loss: 0.031113 | val_loss: 0.0311519 | Time: 2978.58 ms
[2022-04-02 01:05:09 main:574] : INFO : Epoch 1958 | loss: 0.0311142 | val_loss: 0.0311516 | Time: 3012.14 ms
[2022-04-02 01:05:12 main:574] : INFO : Epoch 1959 | loss: 0.0311158 | val_loss: 0.0311527 | Time: 2942.71 ms
[2022-04-02 01:05:15 main:574] : INFO : Epoch 1960 | loss: 0.0311157 | val_loss: 0.0311553 | Time: 3046.94 ms
[2022-04-02 01:05:18 main:574] : INFO : Epoch 1961 | loss: 0.0311173 | val_loss: 0.0311501 | Time: 3001.18 ms
[2022-04-02 01:05:21 main:574] : INFO : Epoch 1962 | loss: 0.031117 | val_loss: 0.0311578 | Time: 3007.82 ms
[2022-04-02 01:05:24 main:574] : INFO : Epoch 1963 | loss: 0.0311149 | val_loss: 0.0311496 | Time: 2985.46 ms
[2022-04-02 01:05:27 main:574] : INFO : Epoch 1964 | loss: 0.031114 | val_loss: 0.0311501 | Time: 2956.51 ms
[2022-04-02 01:05:30 main:574] : INFO : Epoch 1965 | loss: 0.0311126 | val_loss: 0.031153 | Time: 3035.21 ms
[2022-04-02 01:05:33 main:574] : INFO : Epoch 1966 | loss: 0.031113 | val_loss: 0.031163 | Time: 2961.16 ms
[2022-04-02 01:05:36 main:574] : INFO : Epoch 1967 | loss: 0.0311167 | val_loss: 0.0311532 | Time: 2983.03 ms
[2022-04-02 01:05:39 main:574] : INFO : Epoch 1968 | loss: 0.0311105 | val_loss: 0.0311503 | Time: 2992.8 ms
[2022-04-02 01:05:42 main:574] : INFO : Epoch 1969 | loss: 0.0311118 | val_loss: 0.0311485 | Time: 2992.47 ms
[2022-04-02 01:05:45 main:574] : INFO : Epoch 1970 | loss: 0.0311105 | val_loss: 0.0311518 | Time: 3040.86 ms
[2022-04-02 01:05:48 main:574] : INFO : Epoch 1971 | loss: 0.0311112 | val_loss: 0.0311552 | Time: 2996.35 ms
[2022-04-02 01:05:51 main:574] : INFO : Epoch 1972 | loss: 0.031122 | val_loss: 0.0311528 | Time: 2975.05 ms
[2022-04-02 01:05:54 main:574] : INFO : Epoch 1973 | loss: 0.0311248 | val_loss: 0.0311509 | Time: 2958.43 ms
[2022-04-02 01:05:57 main:574] : INFO : Epoch 1974 | loss: 0.0311172 | val_loss: 0.03115 | Time: 2989.36 ms
[2022-04-02 01:06:00 main:574] : INFO : Epoch 1975 | loss: 0.0311152 | val_loss: 0.0311477 | Time: 2982.06 ms
[2022-04-02 01:06:03 main:574] : INFO : Epoch 1976 | loss: 0.031113 | val_loss: 0.03115 | Time: 3038.37 ms
[2022-04-02 01:06:06 main:574] : INFO : Epoch 1977 | loss: 0.0311209 | val_loss: 0.0311533 | Time: 2979.26 ms
[2022-04-02 01:06:09 main:574] : INFO : Epoch 1978 | loss: 0.0311171 | val_loss: 0.0311492 | Time: 2937.79 ms
[2022-04-02 01:06:12 main:574] : INFO : Epoch 1979 | loss: 0.0311125 | val_loss: 0.0311494 | Time: 3055.69 ms
[2022-04-02 01:06:16 main:574] : INFO : Epoch 1980 | loss: 0.0311109 | val_loss: 0.0311529 | Time: 3105.93 ms
[2022-04-02 01:06:19 main:574] : INFO : Epoch 1981 | loss: 0.0311104 | val_loss: 0.0311538 | Time: 2995.63 ms
[2022-04-02 01:06:22 main:574] : INFO : Epoch 1982 | loss: 0.0311115 | val_loss: 0.0311562 | Time: 2998.03 ms
[2022-04-02 01:06:24 main:574] : INFO : Epoch 1983 | loss: 0.0311115 | val_loss: 0.0311642 | Time: 2945.77 ms
[2022-04-02 01:06:27 main:574] : INFO : Epoch 1984 | loss: 0.0311126 | val_loss: 0.0311514 | Time: 3004.51 ms
[2022-04-02 01:06:30 main:574] : INFO : Epoch 1985 | loss: 0.03111 | val_loss: 0.0311524 | Time: 3009.7 ms
[2022-04-02 01:06:33 main:574] : INFO : Epoch 1986 | loss: 0.031125 | val_loss: 0.0311603 | Time: 2996.34 ms
[2022-04-02 01:06:37 main:574] : INFO : Epoch 1987 | loss: 0.0311291 | val_loss: 0.0311507 | Time: 3011.24 ms
[2022-04-02 01:06:39 main:574] : INFO : Epoch 1988 | loss: 0.0311247 | val_loss: 0.031145 | Time: 2978.02 ms
[2022-04-02 01:06:43 main:574] : INFO : Epoch 1989 | loss: 0.0311221 | val_loss: 0.0311511 | Time: 3107.29 ms
[2022-04-02 01:06:46 main:574] : INFO : Epoch 1990 | loss: 0.0311249 | val_loss: 0.0311524 | Time: 2994.46 ms
[2022-04-02 01:06:49 main:574] : INFO : Epoch 1991 | loss: 0.0311256 | val_loss: 0.0311494 | Time: 2956.25 ms
[2022-04-02 01:06:52 main:574] : INFO : Epoch 1992 | loss: 0.0311289 | val_loss: 0.0311536 | Time: 2943.16 ms
[2022-04-02 01:06:54 main:574] : INFO : Epoch 1993 | loss: 0.0311245 | val_loss: 0.0311486 | Time: 2969.17 ms
[2022-04-02 01:06:58 main:574] : INFO : Epoch 1994 | loss: 0.0311218 | val_loss: 0.0311495 | Time: 3033.54 ms
[2022-04-02 01:07:01 main:574] : INFO : Epoch 1995 | loss: 0.0311196 | val_loss: 0.0311468 | Time: 2986.72 ms
[2022-04-02 01:07:03 main:574] : INFO : Epoch 1996 | loss: 0.0311211 | val_loss: 0.031147 | Time: 2932.61 ms
[2022-04-02 01:07:06 main:574] : INFO : Epoch 1997 | loss: 0.0311232 | val_loss: 0.0311469 | Time: 3032.88 ms
[2022-04-02 01:07:10 main:574] : INFO : Epoch 1998 | loss: 0.0311209 | val_loss: 0.0311478 | Time: 3002.8 ms
[2022-04-02 01:07:13 main:574] : INFO : Epoch 1999 | loss: 0.0311182 | val_loss: 0.0311542 | Time: 3025.77 ms
[2022-04-02 01:07:16 main:574] : INFO : Epoch 2000 | loss: 0.0311211 | val_loss: 0.0311502 | Time: 2987.14 ms
[2022-04-02 01:07:19 main:574] : INFO : Epoch 2001 | loss: 0.0311268 | val_loss: 0.0311496 | Time: 2996.74 ms
[2022-04-02 01:07:22 main:574] : INFO : Epoch 2002 | loss: 0.0311237 | val_loss: 0.0311522 | Time: 3017.24 ms
[2022-04-02 01:07:25 main:574] : INFO : Epoch 2003 | loss: 0.0311218 | val_loss: 0.0311549 | Time: 2971.72 ms
[2022-04-02 01:07:28 main:574] : INFO : Epoch 2004 | loss: 0.0311237 | val_loss: 0.0311542 | Time: 2952.72 ms
[2022-04-02 01:07:31 main:574] : INFO : Epoch 2005 | loss: 0.031121 | val_loss: 0.0311502 | Time: 3020.28 ms
[2022-04-02 01:07:34 main:574] : INFO : Epoch 2006 | loss: 0.0311191 | val_loss: 0.0311475 | Time: 3005.65 ms
[2022-04-02 01:07:37 main:574] : INFO : Epoch 2007 | loss: 0.0311172 | val_loss: 0.0311485 | Time: 2972.15 ms
[2022-04-02 01:07:39 main:574] : INFO : Epoch 2008 | loss: 0.0311175 | val_loss: 0.0311524 | Time: 2966.23 ms
[2022-04-02 01:07:42 main:574] : INFO : Epoch 2009 | loss: 0.0311155 | val_loss: 0.0311492 | Time: 2974.25 ms
[2022-04-02 01:07:45 main:574] : INFO : Epoch 2010 | loss: 0.0311174 | val_loss: 0.0311496 | Time: 2989.44 ms
[2022-04-02 01:07:49 main:574] : INFO : Epoch 2011 | loss: 0.0311173 | val_loss: 0.0311491 | Time: 3089.45 ms
[2022-04-02 01:07:52 main:574] : INFO : Epoch 2012 | loss: 0.0311222 | val_loss: 0.0311556 | Time: 3067.08 ms
[2022-04-02 01:07:55 main:574] : INFO : Epoch 2013 | loss: 0.0311202 | val_loss: 0.0311566 | Time: 3063.14 ms
[2022-04-02 01:07:58 main:574] : INFO : Epoch 2014 | loss: 0.031119 | val_loss: 0.0311533 | Time: 2944.62 ms
[2022-04-02 01:08:01 main:574] : INFO : Epoch 2015 | loss: 0.0311154 | val_loss: 0.0311521 | Time: 2955.78 ms
[2022-04-02 01:08:04 main:574] : INFO : Epoch 2016 | loss: 0.0311135 | val_loss: 0.0311586 | Time: 2934.79 ms
[2022-04-02 01:08:07 main:574] : INFO : Epoch 2017 | loss: 0.031114 | val_loss: 0.031153 | Time: 3004.37 ms
[2022-04-02 01:08:10 main:574] : INFO : Epoch 2018 | loss: 0.0311125 | val_loss: 0.03115 | Time: 2974.78 ms
[2022-04-02 01:08:13 main:574] : INFO : Epoch 2019 | loss: 0.0311127 | val_loss: 0.031147 | Time: 2972.88 ms
[2022-04-02 01:08:16 main:574] : INFO : Epoch 2020 | loss: 0.0311172 | val_loss: 0.0311474 | Time: 2996.02 ms
[2022-04-02 01:08:19 main:574] : INFO : Epoch 2021 | loss: 0.0311193 | val_loss: 0.031153 | Time: 3029.23 ms
[2022-04-02 01:08:22 main:574] : INFO : Epoch 2022 | loss: 0.0311163 | val_loss: 0.0311507 | Time: 2989.3 ms
[2022-04-02 01:08:25 main:574] : INFO : Epoch 2023 | loss: 0.0311132 | val_loss: 0.0311523 | Time: 3018.25 ms
[2022-04-02 01:08:28 main:574] : INFO : Epoch 2024 | loss: 0.031111 | val_loss: 0.0311483 | Time: 2996.44 ms
[2022-04-02 01:08:31 main:574] : INFO : Epoch 2025 | loss: 0.0311134 | val_loss: 0.0311553 | Time: 2979.91 ms
[2022-04-02 01:08:34 main:574] : INFO : Epoch 2026 | loss: 0.0311269 | val_loss: 0.0311595 | Time: 3000.52 ms
[2022-04-02 01:08:37 main:574] : INFO : Epoch 2027 | loss: 0.0311267 | val_loss: 0.031142 | Time: 3030.51 ms
[2022-04-02 01:08:40 main:574] : INFO : Epoch 2028 | loss: 0.0311239 | val_loss: 0.0311446 | Time: 2995.99 ms
[2022-04-02 01:08:43 main:574] : INFO : Epoch 2029 | loss: 0.0311193 | val_loss: 0.0311444 | Time: 3022.92 ms
[2022-04-02 01:08:46 main:574] : INFO : Epoch 2030 | loss: 0.031117 | val_loss: 0.0311505 | Time: 2973.46 ms
[2022-04-02 01:08:49 main:574] : INFO : Epoch 2031 | loss: 0.0311195 | val_loss: 0.0311488 | Time: 3019.18 ms
[2022-04-02 01:08:52 main:574] : INFO : Epoch 2032 | loss: 0.0311198 | val_loss: 0.0311469 | Time: 2982.59 ms
[2022-04-02 01:08:55 main:574] : INFO : Epoch 2033 | loss: 0.0311195 | val_loss: 0.0311487 | Time: 2992.88 ms
[2022-04-02 01:08:58 main:574] : INFO : Epoch 2034 | loss: 0.0311168 | val_loss: 0.0311465 | Time: 3026.14 ms
[2022-04-02 01:09:01 main:574] : INFO : Epoch 2035 | loss: 0.0311175 | val_loss: 0.0311524 | Time: 3035.14 ms
[2022-04-02 01:09:04 main:574] : INFO : Epoch 2036 | loss: 0.0311459 | val_loss: 0.0311488 | Time: 3039.28 ms
[2022-04-02 01:09:07 main:574] : INFO : Epoch 2037 | loss: 0.0311407 | val_loss: 0.0311461 | Time: 2999.7 ms
[2022-04-02 01:09:10 main:574] : INFO : Epoch 2038 | loss: 0.0311328 | val_loss: 0.0311474 | Time: 3020.78 ms
[2022-04-02 01:09:13 main:574] : INFO : Epoch 2039 | loss: 0.0311286 | val_loss: 0.0311495 | Time: 3000.45 ms
[2022-04-02 01:09:16 main:574] : INFO : Epoch 2040 | loss: 0.0311273 | val_loss: 0.0311478 | Time: 2967.41 ms
[2022-04-02 01:09:19 main:574] : INFO : Epoch 2041 | loss: 0.0311258 | val_loss: 0.0311528 | Time: 2989 ms
[2022-04-02 01:09:22 main:574] : INFO : Epoch 2042 | loss: 0.0311228 | val_loss: 0.0311482 | Time: 2980.9 ms
[2022-04-02 01:09:25 main:574] : INFO : Epoch 2043 | loss: 0.0311248 | val_loss: 0.0311466 | Time: 2979.95 ms
[2022-04-02 01:09:28 main:574] : INFO : Epoch 2044 | loss: 0.0311267 | val_loss: 0.0311454 | Time: 3057.02 ms
[2022-04-02 01:09:31 main:574] : INFO : Epoch 2045 | loss: 0.0311254 | val_loss: 0.0311443 | Time: 3035.98 ms
[2022-04-02 01:09:34 main:574] : INFO : Epoch 2046 | loss: 0.0311223 | val_loss: 0.0311494 | Time: 3002 ms
[2022-04-02 01:09:37 main:574] : INFO : Epoch 2047 | loss: 0.0311225 | val_loss: 0.0311636 | Time: 2970.7 ms
[2022-04-02 01:09:40 main:574] : INFO : Epoch 2048 | loss: 0.0311241 | val_loss: 0.031147 | Time: 3023.24 ms
[2022-04-02 01:09:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031147
[2022-04-02 01:09:40 main:603] : INFO : Saving end state to config to file
[2022-04-02 01:09:40 main:608] : INFO : Success, exiting..
01:09:40 (14612): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)