Task 14185808
| Name | ParityModified-1647040460-14275-3-0_0 |
| Workunit | 11247537 |
| Created | 1 Apr 2022, 9:09:30 UTC |
| Sent | 6 Apr 2022, 20:23:16 UTC |
| Report deadline | 14 Apr 2022, 20:23:16 UTC |
| Received | 7 Apr 2022, 1:02:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 33 min 1 sec |
| CPU time | 1 hours 31 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 5 main:574] : INFO : Epoch 1542 | loss: 0.0311177 | val_loss: 0.0311418 | Time: 2496.83 ms [2022-04-06 16:44:48 main:574] : INFO : Epoch 1543 | loss: 0.0311154 | val_loss: 0.0311417 | Time: 2476.13 ms [2022-04-06 16:44:50 main:574] : INFO : Epoch 1544 | loss: 0.031114 | val_loss: 0.0311447 | Time: 2459.22 ms [2022-04-06 16:44:53 main:574] : INFO : Epoch 1545 | loss: 0.0311148 | val_loss: 0.0311456 | Time: 2463.22 ms [2022-04-06 16:44:55 main:574] : INFO : Epoch 1546 | loss: 0.031113 | val_loss: 0.0311449 | Time: 2516.29 ms [2022-04-06 16:44:58 main:574] : INFO : Epoch 1547 | loss: 0.031113 | val_loss: 0.0311462 | Time: 2462 ms [2022-04-06 16:45:00 main:574] : INFO : Epoch 1548 | loss: 0.0311373 | val_loss: 0.0311518 | Time: 2460.28 ms [2022-04-06 16:45:02 main:574] : INFO : Epoch 1549 | loss: 0.0311397 | val_loss: 0.0311509 | Time: 2459.4 ms [2022-04-06 16:45:05 main:574] : INFO : Epoch 1550 | loss: 0.0311352 | val_loss: 0.0311479 | Time: 2468.44 ms [2022-04-06 16:45:07 main:574] : INFO : Epoch 1551 | loss: 0.0311333 | val_loss: 0.0311478 | Time: 2485.04 ms [2022-04-06 16:45:10 main:574] : INFO : Epoch 1552 | loss: 0.0311316 | val_loss: 0.0311525 | Time: 2539.02 ms [2022-04-06 16:45:12 main:574] : INFO : Epoch 1553 | loss: 0.0311294 | val_loss: 0.0311499 | Time: 2527.37 ms [2022-04-06 16:45:15 main:574] : INFO : Epoch 1554 | loss: 0.0311291 | val_loss: 0.0311461 | Time: 2462.99 ms [2022-04-06 16:45:17 main:574] : INFO : Epoch 1555 | loss: 0.0311293 | val_loss: 0.0311469 | Time: 2495.18 ms [2022-04-06 16:45:20 main:574] : INFO : Epoch 1556 | loss: 0.0311539 | val_loss: 0.0311592 | Time: 2470.11 ms [2022-04-06 16:45:22 main:574] : INFO : Epoch 1557 | loss: 0.0311549 | val_loss: 0.0311578 | Time: 2502.91 ms [2022-04-06 16:45:25 main:574] : INFO : Epoch 1558 | loss: 0.0311504 | val_loss: 0.0311564 | Time: 2414.54 ms [2022-04-06 16:45:27 main:574] : INFO : Epoch 1559 | loss: 0.0311461 | val_loss: 0.031156 | Time: 2482.41 ms [2022-04-06 16:45:30 main:574] : INFO : Epoch 1560 | loss: 0.0311438 | val_loss: 0.0311574 | Time: 2468.3 ms [2022-04-06 16:45:32 main:574] : INFO : Epoch 1561 | loss: 0.0311438 | val_loss: 0.031156 | Time: 2475.14 ms [2022-04-06 16:45:35 main:574] : INFO : Epoch 1562 | loss: 0.0311393 | val_loss: 0.0311568 | Time: 2459.45 ms [2022-04-06 16:45:37 main:574] : INFO : Epoch 1563 | loss: 0.0311375 | val_loss: 0.031155 | Time: 2477.08 ms [2022-04-06 16:45:40 main:574] : INFO : Epoch 1564 | loss: 0.0311332 | val_loss: 0.0311528 | Time: 2493.76 ms [2022-04-06 16:45:42 main:574] : INFO : Epoch 1565 | loss: 0.0311291 | val_loss: 0.0311486 | Time: 2446.98 ms [2022-04-06 16:45:45 main:574] : INFO : Epoch 1566 | loss: 0.0311287 | val_loss: 0.0311499 | Time: 2495.87 ms [2022-04-06 16:45:47 main:574] : INFO : Epoch 1567 | loss: 0.0311379 | val_loss: 0.0311511 | Time: 2474.69 ms [2022-04-06 16:45:50 main:574] : INFO : Epoch 1568 | loss: 0.0311349 | val_loss: 0.0311457 | Time: 2438.87 ms [2022-04-06 16:45:52 main:574] : INFO : Epoch 1569 | loss: 0.0311316 | val_loss: 0.0311471 | Time: 2490.6 ms [2022-04-06 16:45:55 main:574] : INFO : Epoch 1570 | loss: 0.0311293 | val_loss: 0.031146 | Time: 2466.65 ms [2022-04-06 16:45:57 main:574] : INFO : Epoch 1571 | loss: 0.0311284 | val_loss: 0.0311473 | Time: 2484.11 ms [2022-04-06 16:45:59 main:574] : INFO : Epoch 1572 | loss: 0.0311274 | val_loss: 0.0311445 | Time: 2448.49 ms [2022-04-06 16:46:02 main:574] : INFO : Epoch 1573 | loss: 0.0311261 | val_loss: 0.0311489 | Time: 2464.07 ms [2022-04-06 16:46:04 main:574] : INFO : Epoch 1574 | loss: 0.031126 | val_loss: 0.0311487 | Time: 2489.77 ms [2022-04-06 16:46:07 main:574] : INFO : Epoch 1575 | loss: 0.0311278 | val_loss: 0.0311482 | Time: 2461.92 ms [2022-04-06 16:46:09 main:574] : INFO : Epoch 1576 | loss: 0.0311249 | val_loss: 0.0311456 | Time: 2455.25 ms [2022-04-06 16:46:12 main:574] : INFO : Epoch 1577 | loss: 0.0311227 | val_loss: 0.0311454 | Time: 2479.63 ms [2022-04-06 16:46:14 main:574] : INFO : Epoch 1578 | loss: 0.031124 | val_loss: 0.0311466 | Time: 2464.44 ms [2022-04-06 16:46:17 main:574] : INFO : Epoch 1579 | loss: 0.0311216 | val_loss: 0.0311448 | Time: 2514.55 ms [2022-04-06 16:46:19 main:574] : INFO : Epoch 1580 | loss: 0.0311198 | val_loss: 0.0311434 | Time: 2498.78 ms [2022-04-06 16:46:22 main:574] : INFO : Epoch 1581 | loss: 0.0311201 | val_loss: 0.0311424 | Time: 2489.55 ms [2022-04-06 16:46:24 main:574] : INFO : Epoch 1582 | loss: 0.0311177 | val_loss: 0.0311443 | Time: 2490.72 ms [2022-04-06 16:46:27 main:574] : INFO : Epoch 1583 | loss: 0.0311168 | val_loss: 0.0311471 | Time: 2505.41 ms [2022-04-06 16:46:29 main:574] : INFO : Epoch 1584 | loss: 0.0311169 | val_loss: 0.0311421 | Time: 2503.97 ms [2022-04-06 16:46:32 main:574] : INFO : Epoch 1585 | loss: 0.0311147 | val_loss: 0.0311456 | Time: 2460.19 ms [2022-04-06 16:46:34 main:574] : INFO : Epoch 1586 | loss: 0.0311146 | val_loss: 0.0311428 | Time: 2479.53 ms [2022-04-06 16:46:37 main:574] : INFO : Epoch 1587 | loss: 0.0311152 | val_loss: 0.0311427 | Time: 2496.83 ms [2022-04-06 16:46:39 main:574] : INFO : Epoch 1588 | loss: 0.0311149 | val_loss: 0.0311439 | Time: 2503.97 ms [2022-04-06 16:46:42 main:574] : INFO : Epoch 1589 | loss: 0.0311232 | val_loss: 0.0311498 | Time: 2446.17 ms [2022-04-06 16:46:44 main:574] : INFO : Epoch 1590 | loss: 0.0311193 | val_loss: 0.031145 | Time: 2484.68 ms [2022-04-06 16:46:47 main:574] : INFO : Epoch 1591 | loss: 0.0311167 | val_loss: 0.0311441 | Time: 2491.95 ms [2022-04-06 16:46:49 main:574] : INFO : Epoch 1592 | loss: 0.0311168 | val_loss: 0.0311436 | Time: 2435.47 ms [2022-04-06 16:46:52 main:574] : INFO : Epoch 1593 | loss: 0.0311159 | val_loss: 0.031142 | Time: 2470.35 ms [2022-04-06 16:46:54 main:574] : INFO : Epoch 1594 | loss: 0.0311161 | val_loss: 0.0311428 | Time: 2490.05 ms [2022-04-06 16:46:57 main:574] : INFO : Epoch 1595 | loss: 0.0311144 | val_loss: 0.0311437 | Time: 2510.15 ms [2022-04-06 16:46:59 main:574] : INFO : Epoch 1596 | loss: 0.0311146 | val_loss: 0.0311413 | Time: 2500.51 ms [2022-04-06 16:47:02 main:574] : INFO : Epoch 1597 | loss: 0.0311128 | val_loss: 0.0311433 | Time: 2436.9 ms [2022-04-06 16:47:04 main:574] : INFO : Epoch 1598 | loss: 0.0311122 | val_loss: 0.0311436 | Time: 2444.81 ms [2022-04-06 16:47:06 main:574] : INFO : Epoch 1599 | loss: 0.0311115 | val_loss: 0.0311426 | Time: 2475.96 ms [2022-04-06 16:47:09 main:574] : INFO : Epoch 1600 | loss: 0.0311118 | val_loss: 0.0311445 | Time: 2462.58 ms [2022-04-06 16:47:11 main:574] : INFO : Epoch 1601 | loss: 0.0311163 | val_loss: 0.0311556 | Time: 2526.21 ms [2022-04-06 16:47:14 main:574] : INFO : Epoch 1602 | loss: 0.031136 | val_loss: 0.031157 | Time: 2439.38 ms [2022-04-06 16:47:16 main:574] : INFO : Epoch 1603 | loss: 0.0311308 | val_loss: 0.0311521 | Time: 2462.05 ms [2022-04-06 16:47:19 main:574] : INFO : Epoch 1604 | loss: 0.0311268 | val_loss: 0.0311456 | Time: 2417.27 ms [2022-04-06 16:47:21 main:574] : INFO : Epoch 1605 | loss: 0.0311234 | val_loss: 0.0311454 | Time: 2417.43 ms [2022-04-06 16:47:24 main:574] : INFO : Epoch 1606 | loss: 0.0311211 | val_loss: 0.0311474 | Time: 2500.58 ms [2022-04-06 16:47:26 main:574] : INFO : Epoch 1607 | loss: 0.031119 | val_loss: 0.0311449 | Time: 2478.86 ms [2022-04-06 16:47:29 main:574] : INFO : Epoch 1608 | loss: 0.0311176 | val_loss: 0.0311455 | Time: 2471.81 ms [2022-04-06 16:47:31 main:574] : INFO : Epoch 1609 | loss: 0.0311193 | val_loss: 0.0311488 | Time: 2513.49 ms [2022-04-06 16:47:34 main:574] : INFO : Epoch 1610 | loss: 0.0311173 | val_loss: 0.031149 | Time: 2474.09 ms [2022-04-06 16:47:36 main:574] : INFO : Epoch 1611 | loss: 0.0311169 | val_loss: 0.0311501 | Time: 2427.41 ms [2022-04-06 16:47:39 main:574] : INFO : Epoch 1612 | loss: 0.0311174 | val_loss: 0.0311499 | Time: 2447.97 ms [2022-04-06 16:47:41 main:574] : INFO : Epoch 1613 | loss: 0.0311167 | val_loss: 0.0311461 | Time: 2436.75 ms [2022-04-06 16:47:43 main:574] : INFO : Epoch 1614 | loss: 0.0311127 | val_loss: 0.0311487 | Time: 2449.81 ms [2022-04-06 16:47:46 main:574] : INFO : Epoch 1615 | loss: 0.0311126 | val_loss: 0.0311463 | Time: 2497.52 ms [2022-04-06 16:47:48 main:574] : INFO : Epoch 1616 | loss: 0.0311103 | val_loss: 0.0311467 | Time: 2480.91 ms [2022-04-06 16:47:51 main:574] : INFO : Epoch 1617 | loss: 0.0311128 | val_loss: 0.0311461 | Time: 2488.02 ms [2022-04-06 16:47:53 main:574] : INFO : Epoch 1618 | loss: 0.0311171 | val_loss: 0.0311507 | Time: 2473.39 ms [2022-04-06 16:47:56 main:574] : INFO : Epoch 1619 | loss: 0.0311135 | val_loss: 0.0311489 | Time: 2546.94 ms [2022-04-06 16:47:58 main:574] : INFO : Epoch 1620 | loss: 0.0311153 | val_loss: 0.031148 | Time: 2486.36 ms [2022-04-06 16:48:01 main:574] : INFO : Epoch 1621 | loss: 0.0311115 | val_loss: 0.0311452 | Time: 2527.97 ms [2022-04-06 16:48:03 main:574] : INFO : Epoch 1622 | loss: 0.0311089 | val_loss: 0.0311419 | Time: 2431.38 ms [2022-04-06 16:48:06 main:574] : INFO : Epoch 1623 | loss: 0.031108 | val_loss: 0.0311486 | Time: 2521.14 ms [2022-04-06 16:48:08 main:574] : INFO : Epoch 1624 | loss: 0.0311079 | val_loss: 0.0311438 | Time: 2438.8 ms [2022-04-06 16:48:11 main:574] : INFO : Epoch 1625 | loss: 0.0311078 | val_loss: 0.031143 | Time: 2509.62 ms [2022-04-06 16:48:13 main:574] : INFO : Epoch 1626 | loss: 0.03111 | val_loss: 0.0311517 | Time: 2464.92 ms [2022-04-06 16:48:16 main:574] : INFO : Epoch 1627 | loss: 0.0311119 | val_loss: 0.0311445 | Time: 2522.4 ms [2022-04-06 16:48:18 main:574] : INFO : Epoch 1628 | loss: 0.0311137 | val_loss: 0.0311422 | Time: 2483.18 ms [2022-04-06 16:48:21 main:574] : INFO : Epoch 1629 | loss: 0.0311114 | val_loss: 0.0311408 | Time: 2489.23 ms [2022-04-06 16:48:23 main:574] : INFO : Epoch 1630 | loss: 0.0311128 | val_loss: 0.03114 | Time: 2483.63 ms [2022-04-06 16:48:26 main:574] : INFO : Epoch 1631 | loss: 0.0311107 | val_loss: 0.0311415 | Time: 2468.43 ms [2022-04-06 16:48:28 main:574] : INFO : Epoch 1632 | loss: 0.0311087 | val_loss: 0.0311427 | Time: 2506.53 ms [2022-04-06 16:48:31 main:574] : INFO : Epoch 1633 | loss: 0.0311127 | val_loss: 0.0311436 | Time: 2463.7 ms [2022-04-06 16:48:33 main:574] : INFO : Epoch 1634 | loss: 0.0311136 | val_loss: 0.0311441 | Time: 2477.17 ms [2022-04-06 16:48:36 main:574] : INFO : Epoch 1635 | loss: 0.0311138 | val_loss: 0.0311431 | Time: 2504.03 ms [2022-04-06 16:48:38 main:574] : INFO : Epoch 1636 | loss: 0.0311122 | val_loss: 0.0311455 | Time: 2506.74 ms [2022-04-06 16:48:41 main:574] : INFO : Epoch 1637 | loss: 0.0311115 | val_loss: 0.0311439 | Time: 2453.13 ms [2022-04-06 16:48:43 main:574] : INFO : Epoch 1638 | loss: 0.0311092 | val_loss: 0.0311456 | Time: 2508.41 ms [2022-04-06 16:48:46 main:574] : INFO : Epoch 1639 | loss: 0.0311097 | val_loss: 0.0311526 | Time: 2467.12 ms [2022-04-06 16:48:48 main:574] : INFO : Epoch 1640 | loss: 0.0311144 | val_loss: 0.0311561 | Time: 2484 ms [2022-04-06 16:48:51 main:574] : INFO : Epoch 1641 | loss: 0.0311092 | val_loss: 0.0311424 | Time: 2492.14 ms [2022-04-06 16:48:53 main:574] : INFO : Epoch 1642 | loss: 0.0311075 | val_loss: 0.0311461 | Time: 2469.19 ms [2022-04-06 16:48:56 main:574] : INFO : Epoch 1643 | loss: 0.0311074 | val_loss: 0.0311465 | Time: 2454.04 ms [2022-04-06 16:48:58 main:574] : INFO : Epoch 1644 | loss: 0.0311057 | val_loss: 0.0311443 | Time: 2467.84 ms [2022-04-06 16:49:00 main:574] : INFO : Epoch 1645 | loss: 0.0311059 | val_loss: 0.0311433 | Time: 2447.65 ms [2022-04-06 16:49:03 main:574] : INFO : Epoch 1646 | loss: 0.0311058 | val_loss: 0.0311431 | Time: 2452.16 ms [2022-04-06 16:49:05 main:574] : INFO : Epoch 1647 | loss: 0.0311056 | val_loss: 0.0311456 | Time: 2504.59 ms [2022-04-06 16:49:08 main:574] : INFO : Epoch 1648 | loss: 0.0311063 | val_loss: 0.0311536 | Time: 2437.77 ms [2022-04-06 16:49:10 main:574] : INFO : Epoch 1649 | loss: 0.0311052 | val_loss: 0.0311453 | Time: 2479.42 ms [2022-04-06 16:49:13 main:574] : INFO : Epoch 1650 | loss: 0.0311035 | val_loss: 0.0311495 | Time: 2486.85 ms [2022-04-06 16:49:15 main:574] : INFO : Epoch 1651 | loss: 0.0311072 | val_loss: 0.0311491 | Time: 2479.9 ms [2022-04-06 16:49:18 main:574] : INFO : Epoch 1652 | loss: 0.0311088 | val_loss: 0.0311468 | Time: 2495.78 ms [2022-04-06 16:49:20 main:574] : INFO : Epoch 1653 | loss: 0.0311152 | val_loss: 0.0311496 | Time: 2486.57 ms [2022-04-06 16:49:23 main:574] : INFO : Epoch 1654 | loss: 0.0311126 | val_loss: 0.0311449 | Time: 2494.82 ms [2022-04-06 16:49:25 main:574] : INFO : Epoch 1655 | loss: 0.0311076 | val_loss: 0.0311486 | Time: 2521.11 ms [2022-04-06 16:49:28 main:574] : INFO : Epoch 1656 | loss: 0.031107 | val_loss: 0.0311484 | Time: 2453.49 ms [2022-04-06 16:49:30 main:574] : INFO : Epoch 1657 | loss: 0.0311081 | val_loss: 0.0311448 | Time: 2512.63 ms [2022-04-06 16:49:33 main:574] : INFO : Epoch 1658 | loss: 0.031108 | val_loss: 0.0311461 | Time: 2501.5 ms [2022-04-06 16:49:35 main:574] : INFO : Epoch 1659 | loss: 0.0311137 | val_loss: 0.031148 | Time: 2476.66 ms [2022-04-06 16:49:38 main:574] : INFO : Epoch 1660 | loss: 0.0311122 | val_loss: 0.0311522 | Time: 2475.32 ms [2022-04-06 16:49:40 main:574] : INFO : Epoch 1661 | loss: 0.0311118 | val_loss: 0.0311533 | Time: 2480.88 ms [2022-04-06 16:49:43 main:574] : INFO : Epoch 1662 | loss: 0.031108 | val_loss: 0.0311444 | Time: 2487.8 ms [2022-04-06 16:49:45 main:574] : INFO : Epoch 1663 | loss: 0.0311052 | val_loss: 0.0311466 | Time: 2462.48 ms [2022-04-06 16:49:48 main:574] : INFO : Epoch 1664 | loss: 0.0311041 | val_loss: 0.0311478 | Time: 2478.54 ms [2022-04-06 16:49:50 main:574] : INFO : Epoch 1665 | loss: 0.0311055 | val_loss: 0.0311494 | Time: 2522.6 ms [2022-04-06 16:49:53 main:574] : INFO : Epoch 1666 | loss: 0.0311077 | val_loss: 0.031145 | Time: 2434.05 ms [2022-04-06 16:49:55 main:574] : INFO : Epoch 1667 | loss: 0.0311089 | val_loss: 0.031142 | Time: 2453.97 ms [2022-04-06 16:49:58 main:574] : INFO : Epoch 1668 | loss: 0.0311131 | val_loss: 0.0311472 | Time: 2489.03 ms [2022-04-06 16:50:00 main:574] : INFO : Epoch 1669 | loss: 0.0311128 | val_loss: 0.0311495 | Time: 2495.39 ms [2022-04-06 16:50:02 main:574] : INFO : Epoch 1670 | loss: 0.031115 | val_loss: 0.0311397 | Time: 2413.93 ms [2022-04-06 16:50:05 main:574] : INFO : Epoch 1671 | loss: 0.031114 | val_loss: 0.0311384 | Time: 2479.94 ms [2022-04-06 16:50:07 main:574] : INFO : Epoch 1672 | loss: 0.0311133 | val_loss: 0.031152 | Time: 2443.31 ms [2022-04-06 16:50:10 main:574] : INFO : Epoch 1673 | loss: 0.031116 | val_loss: 0.031141 | Time: 2445.6 ms [2022-04-06 16:50:12 main:574] : INFO : Epoch 1674 | loss: 0.0311254 | val_loss: 0.0311548 | Time: 2498.03 ms [2022-04-06 16:50:15 main:574] : INFO : Epoch 1675 | loss: 0.0311246 | val_loss: 0.0311418 | Time: 2527.61 ms [2022-04-06 16:50:17 main:574] : INFO : Epoch 1676 | loss: 0.0311223 | val_loss: 0.0311418 | Time: 2479.48 ms [2022-04-06 16:50:20 main:574] : INFO : Epoch 1677 | loss: 0.0311224 | val_loss: 0.0311489 | Time: 2476.21 ms [2022-04-06 16:50:22 main:574] : INFO : Epoch 1678 | loss: 0.0311332 | val_loss: 0.0311488 | Time: 2441.86 ms [2022-04-06 16:50:25 main:574] : INFO : Epoch 1679 | loss: 0.0311216 | val_loss: 0.0311478 | Time: 2431.06 ms [2022-04-06 16:50:27 main:574] : INFO : Epoch 1680 | loss: 0.0311149 | val_loss: 0.0311435 | Time: 2481.81 ms [2022-04-06 16:50:30 main:574] : INFO : Epoch 1681 | loss: 0.0311145 | val_loss: 0.0311432 | Time: 2439.39 ms [2022-04-06 16:50:32 main:574] : INFO : Epoch 1682 | loss: 0.031116 | val_loss: 0.0311424 | Time: 2402.08 ms [2022-04-06 16:50:35 main:574] : INFO : Epoch 1683 | loss: 0.0311128 | val_loss: 0.0311453 | Time: 2467.7 ms [2022-04-06 16:50:37 main:574] : INFO : Epoch 1684 | loss: 0.0311109 | val_loss: 0.0311432 | Time: 2500 ms [2022-04-06 16:50:39 main:574] : INFO : Epoch 1685 | loss: 0.0311094 | val_loss: 0.0311403 | Time: 2475.05 ms [2022-04-06 16:50:42 main:574] : INFO : Epoch 1686 | loss: 0.0311085 | val_loss: 0.0311481 | Time: 2405.44 ms [2022-04-06 16:50:44 main:574] : INFO : Epoch 1687 | loss: 0.0311125 | val_loss: 0.0311424 | Time: 2414.42 ms [2022-04-06 16:50:47 main:574] : INFO : Epoch 1688 | loss: 0.0311161 | val_loss: 0.0311479 | Time: 2450.67 ms [2022-04-06 16:50:49 main:574] : INFO : Epoch 1689 | loss: 0.031114 | val_loss: 0.0311453 | Time: 2489.49 ms [2022-04-06 16:50:52 main:574] : INFO : Epoch 1690 | loss: 0.0311133 | val_loss: 0.0311441 | Time: 2469.52 ms [2022-04-06 16:50:54 main:574] : INFO : Epoch 1691 | loss: 0.031113 | val_loss: 0.0311471 | Time: 2455.59 ms [2022-04-06 16:50:57 main:574] : INFO : Epoch 1692 | loss: 0.0311134 | val_loss: 0.0311473 | Time: 2479.82 ms [2022-04-06 16:50:59 main:574] : INFO : Epoch 1693 | loss: 0.0311111 | val_loss: 0.0311444 | Time: 2456.72 ms [2022-04-06 16:51:02 main:574] : INFO : Epoch 1694 | loss: 0.0311076 | val_loss: 0.0311512 | Time: 2508.15 ms [2022-04-06 16:51:04 main:574] : INFO : Epoch 1695 | loss: 0.0311066 | val_loss: 0.0311448 | Time: 2468.74 ms [2022-04-06 16:51:07 main:574] : INFO : Epoch 1696 | loss: 0.0311078 | val_loss: 0.0311486 | Time: 2481.54 ms [2022-04-06 16:51:09 main:574] : INFO : Epoch 1697 | loss: 0.0311073 | val_loss: 0.0311428 | Time: 2469.73 ms [2022-04-06 16:51:12 main:574] : INFO : Epoch 1698 | loss: 0.0311065 | val_loss: 0.0311454 | Time: 2450.97 ms [2022-04-06 16:51:14 main:574] : INFO : Epoch 1699 | loss: 0.031106 | val_loss: 0.0311436 | Time: 2442.64 ms [2022-04-06 16:51:16 main:574] : INFO : Epoch 1700 | loss: 0.0311075 | val_loss: 0.0311441 | Time: 2434.37 ms [2022-04-06 16:51:19 main:574] : INFO : Epoch 1701 | loss: 0.0311043 | val_loss: 0.031146 | Time: 2478.53 ms [2022-04-06 16:51:21 main:574] : INFO : Epoch 1702 | loss: 0.0311047 | val_loss: 0.0311477 | Time: 2440.63 ms [2022-04-06 16:51:24 main:574] : INFO : Epoch 1703 | loss: 0.0311028 | val_loss: 0.0311466 | Time: 2517.72 ms [2022-04-06 16:51:26 main:574] : INFO : Epoch 1704 | loss: 0.0311032 | val_loss: 0.0311522 | Time: 2506.51 ms [2022-04-06 16:51:29 main:574] : INFO : Epoch 1705 | loss: 0.0311027 | val_loss: 0.031151 | Time: 2462.75 ms [2022-04-06 16:51:31 main:574] : INFO : Epoch 1706 | loss: 0.0311054 | val_loss: 0.0311502 | Time: 2446.82 ms [2022-04-06 16:51:34 main:574] : INFO : Epoch 1707 | loss: 0.0311021 | val_loss: 0.0311489 | Time: 2473.9 ms [2022-04-06 16:51:36 main:574] : INFO : Epoch 1708 | loss: 0.0311014 | val_loss: 0.0311555 | Time: 2467.73 ms [2022-04-06 16:51:39 main:574] : INFO : Epoch 1709 | loss: 0.0311026 | val_loss: 0.0311478 | Time: 2481.24 ms [2022-04-06 16:51:41 main:574] : INFO : Epoch 1710 | loss: 0.0311012 | val_loss: 0.031156 | Time: 2456.42 ms [2022-04-06 16:51:44 main:574] : INFO : Epoch 1711 | loss: 0.0311026 | val_loss: 0.0311469 | Time: 2484.19 ms [2022-04-06 16:51:46 main:574] : INFO : Epoch 1712 | loss: 0.0311074 | val_loss: 0.0311419 | Time: 2488.8 ms [2022-04-06 16:51:49 main:574] : INFO : Epoch 1713 | loss: 0.0311098 | val_loss: 0.031143 | Time: 2462.66 ms [2022-04-06 16:51:51 main:574] : INFO : Epoch 1714 | loss: 0.0311073 | val_loss: 0.0311448 | Time: 2487.33 ms [2022-04-06 16:51:54 main:574] : INFO : Epoch 1715 | loss: 0.0311101 | val_loss: 0.0311433 | Time: 2449.16 ms [2022-04-06 16:51:56 main:574] : INFO : Epoch 1716 | loss: 0.0311105 | val_loss: 0.0311443 | Time: 2468.81 ms [2022-04-06 16:51:58 main:574] : INFO : Epoch 1717 | loss: 0.031108 | val_loss: 0.0311405 | Time: 2462.81 ms [2022-04-06 16:52:01 main:574] : INFO : Epoch 1718 | loss: 0.031106 | val_loss: 0.0311418 | Time: 2503.62 ms [2022-04-06 16:52:03 main:574] : INFO : Epoch 1719 | loss: 0.031104 | val_loss: 0.0311404 | Time: 2489.82 ms [2022-04-06 16:52:06 main:574] : INFO : Epoch 1720 | loss: 0.031102 | val_loss: 0.0311411 | Time: 2452.56 ms [2022-04-06 16:52:08 main:574] : INFO : Epoch 1721 | loss: 0.0311023 | val_loss: 0.0311425 | Time: 2448.94 ms [2022-04-06 16:52:11 main:574] : INFO : Epoch 1722 | loss: 0.0311055 | val_loss: 0.0311397 | Time: 2498.96 ms [2022-04-06 16:52:13 main:574] : INFO : Epoch 1723 | loss: 0.0311113 | val_loss: 0.0311378 | Time: 2474.19 ms [2022-04-06 16:52:16 main:574] : INFO : Epoch 1724 | loss: 0.0311094 | val_loss: 0.031139 | Time: 2450.52 ms [2022-04-06 16:52:18 main:574] : INFO : Epoch 1725 | loss: 0.0311103 | val_loss: 0.0311352 | Time: 2486.07 ms [2022-04-06 16:52:21 main:574] : INFO : Epoch 1726 | loss: 0.0311103 | val_loss: 0.0311367 | Time: 2437.82 ms [2022-04-06 16:52:23 main:574] : INFO : Epoch 1727 | loss: 0.0311109 | val_loss: 0.0311421 | Time: 2539.16 ms [2022-04-06 16:52:26 main:574] : INFO : Epoch 1728 | loss: 0.0311101 | val_loss: 0.0311395 | Time: 2489.77 ms [2022-04-06 16:52:28 main:574] : INFO : Epoch 1729 | loss: 0.0311166 | val_loss: 0.0311461 | Time: 2493.67 ms [2022-04-06 16:52:31 main:574] : INFO : Epoch 1730 | loss: 0.0311311 | val_loss: 0.031147 | Time: 2474.19 ms [2022-04-06 16:52:33 main:574] : INFO : Epoch 1731 | loss: 0.0311285 | val_loss: 0.0311447 | Time: 2433.21 ms [2022-04-06 16:52:36 main:574] : INFO : Epoch 1732 | loss: 0.0311251 | val_loss: 0.0311483 | Time: 2498.43 ms [2022-04-06 16:52:38 main:574] : INFO : Epoch 1733 | loss: 0.0311232 | val_loss: 0.031147 | Time: 2445.3 ms [2022-04-06 16:52:41 main:574] : INFO : Epoch 1734 | loss: 0.0311229 | val_loss: 0.031147 | Time: 2450.78 ms [2022-04-06 16:52:43 main:574] : INFO : Epoch 1735 | loss: 0.0311218 | val_loss: 0.0311488 | Time: 2486.71 ms [2022-04-06 16:52:45 main:574] : INFO : Epoch 1736 | loss: 0.0311197 | val_loss: 0.031145 | Time: 2406.37 ms [2022-04-06 16:52:48 main:574] : INFO : Epoch 1737 | loss: 0.0311191 | val_loss: 0.0311508 | Time: 2495 ms [2022-04-06 16:52:50 main:574] : INFO : Epoch 1738 | loss: 0.0311196 | val_loss: 0.0311496 | Time: 2440.55 ms [2022-04-06 16:52:53 main:574] : INFO : Epoch 1739 | loss: 0.0311191 | val_loss: 0.0311516 | Time: 2495.68 ms [2022-04-06 16:52:55 main:574] : INFO : Epoch 1740 | loss: 0.0311189 | val_loss: 0.0311443 | Time: 2488.38 ms [2022-04-06 16:52:58 main:574] : INFO : Epoch 1741 | loss: 0.0311192 | val_loss: 0.0311415 | Time: 2419.44 ms [2022-04-06 16:53:00 main:574] : INFO : Epoch 1742 | loss: 0.0311275 | val_loss: 0.0311472 | Time: 2464.2 ms [2022-04-06 16:53:03 main:574] : INFO : Epoch 1743 | loss: 0.0311266 | val_loss: 0.0311432 | Time: 2481.45 ms [2022-04-06 16:53:05 main:574] : INFO : Epoch 1744 | loss: 0.0311233 | val_loss: 0.0311464 | Time: 2469.03 ms [2022-04-06 16:53:08 main:574] : INFO : Epoch 1745 | loss: 0.0311297 | val_loss: 0.0311486 | Time: 2490.16 ms [2022-04-06 16:53:10 main:574] : INFO : Epoch 1746 | loss: 0.0311281 | val_loss: 0.0311457 | Time: 2468.08 ms [2022-04-06 16:53:13 main:574] : INFO : Epoch 1747 | loss: 0.0311275 | val_loss: 0.0311538 | Time: 2488.03 ms [2022-04-06 16:53:15 main:574] : INFO : Epoch 1748 | loss: 0.0311259 | val_loss: 0.0311484 | Time: 2469.05 ms [2022-04-06 16:53:18 main:574] : INFO : Epoch 1749 | loss: 0.0311216 | val_loss: 0.0311488 | Time: 2462.94 ms [2022-04-06 16:53:20 main:574] : INFO : Epoch 1750 | loss: 0.0311238 | val_loss: 0.031146 | Time: 2478.36 ms [2022-04-06 16:53:23 main:574] : INFO : Epoch 1751 | loss: 0.031122 | val_loss: 0.0311476 | Time: 2455.55 ms [2022-04-06 16:53:25 main:574] : INFO : Epoch 1752 | loss: 0.0311214 | val_loss: 0.0311434 | Time: 2421.93 ms [2022-04-06 16:53:27 main:574] : INFO : Epoch 1753 | loss: 0.0311205 | val_loss: 0.0311471 | Time: 2464.29 ms [2022-04-06 16:53:30 main:574] : INFO : Epoch 1754 | loss: 0.0311175 | val_loss: 0.0311438 | Time: 2514.75 ms [2022-04-06 16:53:32 main:574] : INFO : Epoch 1755 | loss: 0.0311183 | val_loss: 0.0311459 | Time: 2434.51 ms [2022-04-06 16:53:35 main:574] : INFO : Epoch 1756 | loss: 0.0311215 | val_loss: 0.0311494 | Time: 2464.6 ms [2022-04-06 16:53:37 main:574] : INFO : Epoch 1757 | loss: 0.0311277 | val_loss: 0.0311494 | Time: 2451.15 ms [2022-04-06 16:53:40 main:574] : INFO : Epoch 1758 | loss: 0.0311292 | val_loss: 0.0311494 | Time: 2500.75 ms [2022-04-06 16:53:42 main:574] : INFO : Epoch 1759 | loss: 0.0311318 | val_loss: 0.0311505 | Time: 2470.91 ms [2022-04-06 16:53:45 main:574] : INFO : Epoch 1760 | loss: 0.031131 | val_loss: 0.03115 | Time: 2465.03 ms [2022-04-06 16:53:47 main:574] : INFO : Epoch 1761 | loss: 0.0311291 | val_loss: 0.0311525 | Time: 2475 ms [2022-04-06 16:53:50 main:574] : INFO : Epoch 1762 | loss: 0.0311433 | val_loss: 0.0311589 | Time: 2627.66 ms [2022-04-06 16:53:52 main:574] : INFO : Epoch 1763 | loss: 0.0311431 | val_loss: 0.0311536 | Time: 2511.08 ms [2022-04-06 16:53:55 main:574] : INFO : Epoch 1764 | loss: 0.0311353 | val_loss: 0.0311518 | Time: 2549.38 ms [2022-04-06 16:53:57 main:574] : INFO : Epoch 1765 | loss: 0.0311312 | val_loss: 0.0311504 | Time: 2493.05 ms [2022-04-06 16:54:00 main:574] : INFO : Epoch 1766 | loss: 0.0311308 | val_loss: 0.0311521 | Time: 2544.25 ms [2022-04-06 16:54:03 main:574] : INFO : Epoch 1767 | loss: 0.0311292 | val_loss: 0.0311509 | Time: 2603.07 ms [2022-04-06 16:54:05 main:574] : INFO : Epoch 1768 | loss: 0.0311277 | val_loss: 0.0311516 | Time: 2569.1 ms [2022-04-06 16:54:08 main:574] : INFO : Epoch 1769 | loss: 0.031125 | val_loss: 0.0311479 | Time: 2575.63 ms [2022-04-06 16:54:10 main:574] : INFO : Epoch 1770 | loss: 0.0311238 | val_loss: 0.03115 | Time: 2534.12 ms [2022-04-06 16:54:13 main:574] : INFO : Epoch 1771 | loss: 0.0311228 | val_loss: 0.0311504 | Time: 2532.97 ms [2022-04-06 16:54:15 main:574] : INFO : Epoch 1772 | loss: 0.0311218 | val_loss: 0.0311514 | Time: 2527.99 ms [2022-04-06 16:54:18 main:574] : INFO : Epoch 1773 | loss: 0.0311222 | val_loss: 0.0311486 | Time: 2512.91 ms [2022-04-06 16:54:20 main:574] : INFO : Epoch 1774 | loss: 0.0311222 | val_loss: 0.0311438 | Time: 2517.11 ms [2022-04-06 16:54:23 main:574] : INFO : Epoch 1775 | loss: 0.0311211 | val_loss: 0.0311475 | Time: 2500.77 ms [2022-04-06 16:54:25 main:574] : INFO : Epoch 1776 | loss: 0.0311187 | val_loss: 0.0311471 | Time: 2508.96 ms [2022-04-06 16:54:28 main:574] : INFO : Epoch 1777 | loss: 0.0311179 | val_loss: 0.0311473 | Time: 2577.62 ms [2022-04-06 16:54:30 main:574] : INFO : Epoch 1778 | loss: 0.0311261 | val_loss: 0.0311524 | Time: 2565.57 ms [2022-04-06 16:54:33 main:574] : INFO : Epoch 1779 | loss: 0.0311315 | val_loss: 0.0311472 | Time: 2549.99 ms [2022-04-06 16:54:36 main:574] : INFO : Epoch 1780 | loss: 0.0311263 | val_loss: 0.0311459 | Time: 2508.99 ms [2022-04-06 16:54:38 main:574] : INFO : Epoch 1781 | loss: 0.0311239 | val_loss: 0.0311439 | Time: 2543.6 ms [2022-04-06 16:54:41 main:574] : INFO : Epoch 1782 | loss: 0.0311216 | val_loss: 0.0311429 | Time: 2498.05 ms [2022-04-06 16:54:43 main:574] : INFO : Epoch 1783 | loss: 0.0311198 | val_loss: 0.0311445 | Time: 2539.79 ms [2022-04-06 16:54:46 main:574] : INFO : Epoch 1784 | loss: 0.0311198 | val_loss: 0.0311458 | Time: 2531.48 ms [2022-04-06 16:54:48 main:574] : INFO : Epoch 1785 | loss: 0.0311203 | val_loss: 0.0311453 | Time: 2538.1 ms [2022-04-06 16:54:51 main:574] : INFO : Epoch 1786 | loss: 0.0311187 | val_loss: 0.0311461 | Time: 2511.59 ms [2022-04-06 16:54:53 main:574] : INFO : Epoch 1787 | loss: 0.0311176 | val_loss: 0.0311416 | Time: 2498.01 ms [2022-04-06 16:54:56 main:574] : INFO : Epoch 1788 | loss: 0.0311389 | val_loss: 0.0312168 | Time: 2574.93 ms [2022-04-06 16:54:58 main:574] : INFO : Epoch 1789 | loss: 0.0317915 | val_loss: 0.0315067 | Time: 2524.65 ms [2022-04-06 16:55:01 main:574] : INFO : Epoch 1790 | loss: 0.031836 | val_loss: 0.0316688 | Time: 2539.3 ms [2022-04-06 16:55:03 main:574] : INFO : Epoch 1791 | loss: 0.0338831 | val_loss: 0.033106 | Time: 2524.51 ms [2022-04-06 16:55:06 main:574] : INFO : Epoch 1792 | loss: 0.0330716 | val_loss: 0.0317841 | Time: 2596.6 ms [2022-04-06 16:55:09 main:574] : INFO : Epoch 1793 | loss: 0.0316172 | val_loss: 0.0313938 | Time: 2533.07 ms [2022-04-06 16:55:11 main:574] : INFO : Epoch 1794 | loss: 0.0312785 | val_loss: 0.0312047 | Time: 2562.34 ms [2022-04-06 16:55:14 main:574] : INFO : Epoch 1795 | loss: 0.0311641 | val_loss: 0.0311536 | Time: 2583.57 ms [2022-04-06 16:55:16 main:574] : INFO : Epoch 1796 | loss: 0.0311326 | val_loss: 0.0311537 | Time: 2554.49 ms [2022-04-06 16:55:19 main:574] : INFO : Epoch 1797 | loss: 0.0311259 | val_loss: 0.0311478 | Time: 2477.75 ms [2022-04-06 16:55:21 main:574] : INFO : Epoch 1798 | loss: 0.0311236 | val_loss: 0.0311468 | Time: 2538.31 ms [2022-04-06 16:55:24 main:574] : INFO : Epoch 1799 | loss: 0.0311238 | val_loss: 0.0311477 | Time: 2564.29 ms [2022-04-06 16:55:26 main:574] : INFO : Epoch 1800 | loss: 0.0311252 | val_loss: 0.0311473 | Time: 2582.49 ms [2022-04-06 16:55:29 main:574] : INFO : Epoch 1801 | loss: 0.031142 | val_loss: 0.0311594 | Time: 2580.53 ms [2022-04-06 16:55:32 main:574] : INFO : Epoch 1802 | loss: 0.0311475 | val_loss: 0.0311615 | Time: 2588.83 ms [2022-04-06 16:55:34 main:574] : INFO : Epoch 1803 | loss: 0.031147 | val_loss: 0.0311589 | Time: 2581.03 ms [2022-04-06 16:55:37 main:574] : INFO : Epoch 1804 | loss: 0.0311425 | val_loss: 0.0311606 | Time: 2527 ms [2022-04-06 16:55:39 main:574] : INFO : Epoch 1805 | loss: 0.0311399 | val_loss: 0.0311607 | Time: 2570.34 ms [2022-04-06 16:55:42 main:574] : INFO : Epoch 1806 | loss: 0.0311373 | val_loss: 0.0311596 | Time: 2527.92 ms [2022-04-06 16:55:44 main:574] : INFO : Epoch 1807 | loss: 0.0311356 | val_loss: 0.031159 | Time: 2536.63 ms [2022-04-06 16:55:47 main:574] : INFO : Epoch 1808 | loss: 0.0311343 | val_loss: 0.0311581 | Time: 2583.28 ms [2022-04-06 16:55:49 main:574] : INFO : Epoch 1809 | loss: 0.0311326 | val_loss: 0.0311565 | Time: 2558.77 ms [2022-04-06 16:55:52 main:574] : INFO : Epoch 1810 | loss: 0.0311315 | val_loss: 0.0311566 | Time: 2556.45 ms [2022-04-06 16:55:55 main:574] : INFO : Epoch 1811 | loss: 0.0311306 | val_loss: 0.0311556 | Time: 2576.87 ms [2022-04-06 16:55:57 main:574] : INFO : Epoch 1812 | loss: 0.031129 | val_loss: 0.0311539 | Time: 2581.91 ms [2022-04-06 16:56:00 main:574] : INFO : Epoch 1813 | loss: 0.0311274 | val_loss: 0.0311543 | Time: 2552.92 ms [2022-04-06 16:56:02 main:574] : INFO : Epoch 1814 | loss: 0.0311296 | val_loss: 0.0311525 | Time: 2555.61 ms [2022-04-06 16:56:05 main:574] : INFO : Epoch 1815 | loss: 0.0311255 | val_loss: 0.0311527 | Time: 2476.67 ms [2022-04-06 16:56:07 main:574] : INFO : Epoch 1816 | loss: 0.031125 | val_loss: 0.0311532 | Time: 2540.28 ms [2022-04-06 16:56:10 main:574] : INFO : Epoch 1817 | loss: 0.0311232 | val_loss: 0.0311543 | Time: 2526.2 ms [2022-04-06 16:56:12 main:574] : INFO : Epoch 1818 | loss: 0.0311225 | val_loss: 0.0311551 | Time: 2544.54 ms [2022-04-06 16:56:15 main:574] : INFO : Epoch 1819 | loss: 0.0311234 | val_loss: 0.0311578 | Time: 2564.28 ms [2022-04-06 16:56:18 main:574] : INFO : Epoch 1820 | loss: 0.0311222 | val_loss: 0.031154 | Time: 2571.29 ms [2022-04-06 16:56:20 main:574] : INFO : Epoch 1821 | loss: 0.0311254 | val_loss: 0.031145 | Time: 2582.69 ms [2022-04-06 16:56:23 main:574] : INFO : Epoch 1822 | loss: 0.0311272 | val_loss: 0.0311454 | Time: 2521.99 ms [2022-04-06 16:56:25 main:574] : INFO : Epoch 1823 | loss: 0.0311246 | val_loss: 0.0311465 | Time: 2509.85 ms [2022-04-06 16:56:28 main:574] : INFO : Epoch 1824 | loss: 0.0311244 | val_loss: 0.0311482 | Time: 2551 ms [2022-04-06 16:56:30 main:574] : INFO : Epoch 1825 | loss: 0.0311221 | val_loss: 0.0311473 | Time: 2582.58 ms [2022-04-06 16:56:33 main:574] : INFO : Epoch 1826 | loss: 0.0311194 | val_loss: 0.0311454 | Time: 2544.49 ms [2022-04-06 16:56:35 main:574] : INFO : Epoch 1827 | loss: 0.0311188 | val_loss: 0.0311456 | Time: 2587.87 ms [2022-04-06 16:56:38 main:574] : INFO : Epoch 1828 | loss: 0.0311199 | val_loss: 0.0311452 | Time: 2544.67 ms [2022-04-06 16:56:40 main:574] : INFO : Epoch 1829 | loss: 0.0311196 | val_loss: 0.0311469 | Time: 2503.31 ms [2022-04-06 16:56:43 main:574] : INFO : Epoch 1830 | loss: 0.0311194 | val_loss: 0.0311466 | Time: 2574.28 ms [2022-04-06 16:56:46 main:574] : INFO : Epoch 1831 | loss: 0.0311204 | val_loss: 0.0311485 | Time: 2519.16 ms [2022-04-06 16:56:48 main:574] : INFO : Epoch 1832 | loss: 0.031118 | val_loss: 0.0311455 | Time: 2532.34 ms [2022-04-06 16:56:51 main:574] : INFO : Epoch 1833 | loss: 0.0311168 | val_loss: 0.0311431 | Time: 2549.17 ms [2022-04-06 16:56:53 main:574] : INFO : Epoch 1834 | loss: 0.0311159 | val_loss: 0.0311452 | Time: 2540.56 ms [2022-04-06 16:56:56 main:574] : INFO : Epoch 1835 | loss: 0.0311147 | val_loss: 0.031144 | Time: 2507.83 ms [2022-04-06 16:56:58 main:574] : INFO : Epoch 1836 | loss: 0.0311134 | val_loss: 0.0311467 | Time: 2495.26 ms [2022-04-06 16:57:01 main:574] : INFO : Epoch 1837 | loss: 0.0311141 | val_loss: 0.0311464 | Time: 2527.65 ms [2022-04-06 16:57:03 main:574] : INFO : Epoch 1838 | loss: 0.031114 | val_loss: 0.0311422 | Time: 2536.95 ms [2022-04-06 16:57:06 main:574] : INFO : Epoch 1839 | loss: 0.0311114 | val_loss: 0.0311429 | Time: 2502.96 ms [2022-04-06 16:57:08 main:574] : INFO : Epoch 1840 | loss: 0.0311115 | val_loss: 0.031144 | Time: 2571.66 ms [2022-04-06 16:57:11 main:574] : INFO : Epoch 1841 | loss: 0.0311117 | val_loss: 0.0311431 | Time: 2620.83 ms [2022-04-06 16:57:14 main:574] : INFO : Epoch 1842 | loss: 0.0311122 | val_loss: 0.0311452 | Time: 2554.88 ms [2022-04-06 16:57:16 main:574] : INFO : Epoch 1843 | loss: 0.0311114 | val_loss: 0.0311465 | Time: 2528.84 ms [2022-04-06 16:57:19 main:574] : INFO : Epoch 1844 | loss: 0.0311101 | val_loss: 0.0311462 | Time: 2550.08 ms [2022-04-06 16:57:21 main:574] : INFO : Epoch 1845 | loss: 0.0311089 | val_loss: 0.0311426 | Time: 2601.11 ms [2022-04-06 16:57:24 main:574] : INFO : Epoch 1846 | loss: 0.0311093 | val_loss: 0.0311453 | Time: 2524.91 ms [2022-04-06 16:57:26 main:574] : INFO : Epoch 1847 | loss: 0.0311079 | val_loss: 0.0311427 | Time: 2535.14 ms [2022-04-06 16:57:29 main:574] : INFO : Epoch 1848 | loss: 0.0311068 | val_loss: 0.0311434 | Time: 2554.61 ms [2022-04-06 16:57:31 main:574] : INFO : Epoch 1849 | loss: 0.031107 | val_loss: 0.0311441 | Time: 2598.11 ms [2022-04-06 16:57:34 main:574] : INFO : Epoch 1850 | loss: 0.0311066 | val_loss: 0.0311465 | Time: 2565.15 ms [2022-04-06 16:57:37 main:574] : INFO : Epoch 1851 | loss: 0.0311064 | val_loss: 0.0311445 | Time: 2571.69 ms [2022-04-06 16:57:39 main:574] : INFO : Epoch 1852 | loss: 0.0311076 | val_loss: 0.0311422 | Time: 2539.5 ms [2022-04-06 16:57:42 main:574] : INFO : Epoch 1853 | loss: 0.0311067 | val_loss: 0.0311442 | Time: 2561.48 ms [2022-04-06 16:57:44 main:574] : INFO : Epoch 1854 | loss: 0.0311051 | val_loss: 0.031141 | Time: 2604.47 ms [2022-04-06 16:57:47 main:574] : INFO : Epoch 1855 | loss: 0.0311043 | val_loss: 0.0311421 | Time: 2583.51 ms [2022-04-06 16:57:49 main:574] : INFO : Epoch 1856 | loss: 0.0311052 | val_loss: 0.0311447 | Time: 2538.24 ms [2022-04-06 16:57:52 main:574] : INFO : Epoch 1857 | loss: 0.0311069 | val_loss: 0.0311433 | Time: 2551.96 ms [2022-04-06 16:57:54 main:574] : INFO : Epoch 1858 | loss: 0.0311065 | val_loss: 0.0311437 | Time: 2526.99 ms [2022-04-06 16:57:57 main:574] : INFO : Epoch 1859 | loss: 0.0311051 | val_loss: 0.0311437 | Time: 2537.96 ms [2022-04-06 16:58:00 main:574] : INFO : Epoch 1860 | loss: 0.0311046 | val_loss: 0.0311454 | Time: 2541.52 ms [2022-04-06 16:58:02 main:574] : INFO : Epoch 1861 | loss: 0.0311044 | val_loss: 0.0311466 | Time: 2512.82 ms [2022-04-06 16:58:05 main:574] : INFO : Epoch 1862 | loss: 0.031107 | val_loss: 0.0311476 | Time: 2586.13 ms [2022-04-06 16:58:07 main:574] : INFO : Epoch 1863 | loss: 0.0311046 | val_loss: 0.0311445 | Time: 2597.34 ms [2022-04-06 16:58:10 main:574] : INFO : Epoch 1864 | loss: 0.0311054 | val_loss: 0.0311387 | Time: 2579.95 ms [2022-04-06 16:58:12 main:574] : INFO : Epoch 1865 | loss: 0.0311045 | val_loss: 0.0311391 | Time: 2598.68 ms [2022-04-06 16:58:15 main:574] : INFO : Epoch 1866 | loss: 0.0311041 | val_loss: 0.0311425 | Time: 2585.31 ms [2022-04-06 16:58:18 main:574] : INFO : Epoch 1867 | loss: 0.0311058 | val_loss: 0.0311397 | Time: 2581.57 ms [2022-04-06 16:58:20 main:574] : INFO : Epoch 1868 | loss: 0.031105 | val_loss: 0.03114 | Time: 2507.92 ms [2022-04-06 16:58:23 main:574] : INFO : Epoch 1869 | loss: 0.0311056 | val_loss: 0.0311457 | Time: 2527.14 ms [2022-04-06 16:58:25 main:574] : INFO : Epoch 1870 | loss: 0.0311071 | val_loss: 0.0311443 | Time: 2555.76 ms [2022-04-06 16:58:28 main:574] : INFO : Epoch 1871 | loss: 0.0311072 | val_loss: 0.0311435 | Time: 2555.85 ms [2022-04-06 16:58:30 main:574] : INFO : Epoch 1872 | loss: 0.0311163 | val_loss: 0.0311509 | Time: 2561.3 ms [2022-04-06 16:58:33 main:574] : INFO : Epoch 1873 | loss: 0.0311185 | val_loss: 0.0311451 | Time: 2549.47 ms [2022-04-06 16:58:35 main:574] : INFO : Epoch 1874 | loss: 0.0311129 | val_loss: 0.0311401 | Time: 2557.11 ms [2022-04-06 16:58:38 main:574] : INFO : Epoch 1875 | loss: 0.0311106 | val_loss: 0.0311367 | Time: 2524.28 ms [2022-04-06 16:58:41 main:574] : INFO : Epoch 1876 | loss: 0.0311106 | val_loss: 0.0311381 | Time: 2538.46 ms [2022-04-06 16:58:43 main:574] : INFO : Epoch 1877 | loss: 0.0311145 | val_loss: 0.0311379 | Time: 2544.07 ms [2022-04-06 16:58:46 main:574] : INFO : Epoch 1878 | loss: 0.0311129 | val_loss: 0.0311386 | Time: 2566.02 ms [2022-04-06 16:58:48 main:574] : INFO : Epoch 1879 | loss: 0.0311121 | val_loss: 0.0311417 | Time: 2549.01 ms [2022-04-06 16:58:51 main:574] : INFO : Epoch 1880 | loss: 0.0311314 | val_loss: 0.03115 | Time: 2574.62 ms [2022-04-06 16:58:53 main:574] : INFO : Epoch 1881 | loss: 0.0311378 | val_loss: 0.0311465 | Time: 2429.84 ms [2022-04-06 16:58:56 main:574] : INFO : Epoch 1882 | loss: 0.0311308 | val_loss: 0.0311426 | Time: 2603.27 ms [2022-04-06 16:58:58 main:574] : INFO : Epoch 1883 | loss: 0.0311291 | val_loss: 0.0311405 | Time: 2510.8 ms [2022-04-06 16:59:01 main:574] : INFO : Epoch 1884 | loss: 0.0311286 | val_loss: 0.0311408 | Time: 2580.37 ms [2022-04-06 16:59:03 main:574] : INFO : Epoch 1885 | loss: 0.0311256 | val_loss: 0.0311414 | Time: 2539.11 ms [2022-04-06 16:59:06 main:574] : INFO : Epoch 1886 | loss: 0.0311232 | val_loss: 0.0311421 | Time: 2569.64 ms [2022-04-06 16:59:09 main:574] : INFO : Epoch 1887 | loss: 0.0311237 | val_loss: 0.0311403 | Time: 2549.82 ms [2022-04-06 16:59:11 main:574] : INFO : Epoch 1888 | loss: 0.0311235 | val_loss: 0.031139 | Time: 2572.92 ms [2022-04-06 16:59:14 main:574] : INFO : Epoch 1889 | loss: 0.0311212 | val_loss: 0.0311409 | Time: 2596.66 ms [2022-04-06 16:59:16 main:574] : INFO : Epoch 1890 | loss: 0.0311191 | val_loss: 0.0311421 | Time: 2535.45 ms [2022-04-06 16:59:19 main:574] : INFO : Epoch 1891 | loss: 0.0311179 | val_loss: 0.0311411 | Time: 2503.83 ms [2022-04-06 16:59:21 main:574] : INFO : Epoch 1892 | loss: 0.0311158 | val_loss: 0.0311376 | Time: 2565.15 ms [2022-04-06 16:59:24 main:574] : INFO : Epoch 1893 | loss: 0.0311164 | val_loss: 0.0311386 | Time: 2555.79 ms [2022-04-06 16:59:26 main:574] : INFO : Epoch 1894 | loss: 0.0311165 | val_loss: 0.0311394 | Time: 2560.25 ms [2022-04-06 16:59:29 main:574] : INFO : Epoch 1895 | loss: 0.0311202 | val_loss: 0.0311432 | Time: 2553.99 ms [2022-04-06 16:59:32 main:574] : INFO : Epoch 1896 | loss: 0.0311223 | val_loss: 0.0311434 | Time: 2587.05 ms [2022-04-06 16:59:34 main:574] : INFO : Epoch 1897 | loss: 0.0311191 | val_loss: 0.0311433 | Time: 2618.83 ms [2022-04-06 16:59:37 main:574] : INFO : Epoch 1898 | loss: 0.031118 | val_loss: 0.0311438 | Time: 2595.76 ms [2022-04-06 16:59:39 main:574] : INFO : Epoch 1899 | loss: 0.0311165 | val_loss: 0.0311437 | Time: 2526.08 ms [2022-04-06 16:59:42 main:574] : INFO : Epoch 1900 | loss: 0.0311199 | val_loss: 0.0311453 | Time: 2575.63 ms [2022-04-06 16:59:44 main:574] : INFO : Epoch 1901 | loss: 0.0311209 | val_loss: 0.0311439 | Time: 2528.26 ms [2022-04-06 16:59:47 main:574] : INFO : Epoch 1902 | loss: 0.0311194 | val_loss: 0.0311425 | Time: 2505.4 ms [2022-04-06 16:59:49 main:574] : INFO : Epoch 1903 | loss: 0.0311172 | val_loss: 0.0311455 | Time: 2470.4 ms [2022-04-06 16:59:52 main:574] : INFO : Epoch 1904 | loss: 0.0311159 | val_loss: 0.0311456 | Time: 2538.63 ms [2022-04-06 16:59:54 main:574] : INFO : Epoch 1905 | loss: 0.0311177 | val_loss: 0.0311434 | Time: 2484.3 ms [2022-04-06 16:59:57 main:574] : INFO : Epoch 1906 | loss: 0.0311183 | val_loss: 0.0311419 | Time: 2536.21 ms [2022-04-06 17:00:00 main:574] : INFO : Epoch 1907 | loss: 0.0311165 | val_loss: 0.0311369 | Time: 2526.92 ms [2022-04-06 17:00:02 main:574] : INFO : Epoch 1908 | loss: 0.0311153 | val_loss: 0.0311385 | Time: 2612.61 ms [2022-04-06 17:00:05 main:574] : INFO : Epoch 1909 | loss: 0.0311146 | val_loss: 0.0311405 | Time: 2554.3 ms [2022-04-06 17:00:07 main:574] : INFO : Epoch 1910 | loss: 0.0311171 | val_loss: 0.0311385 | Time: 2552.11 ms [2022-04-06 17:00:10 main:574] : INFO : Epoch 1911 | loss: 0.0311192 | val_loss: 0.0311365 | Time: 2549.85 ms [2022-04-06 17:00:12 main:574] : INFO : Epoch 1912 | loss: 0.0311168 | val_loss: 0.0311366 | Time: 2538.32 ms [2022-04-06 17:00:15 main:574] : INFO : Epoch 1913 | loss: 0.0311158 | val_loss: 0.0311383 | Time: 2502.79 ms [2022-04-06 17:00:17 main:574] : INFO : Epoch 1914 | loss: 0.0311145 | val_loss: 0.0311391 | Time: 2546.05 ms [2022-04-06 17:00:20 main:574] : INFO : Epoch 1915 | loss: 0.0311135 | val_loss: 0.0311409 | Time: 2554.65 ms [2022-04-06 17:00:22 main:574] : INFO : Epoch 1916 | loss: 0.0311137 | val_loss: 0.0311382 | Time: 2479.89 ms [2022-04-06 17:00:25 main:574] : INFO : Epoch 1917 | loss: 0.0311118 | val_loss: 0.0311395 | Time: 2490.28 ms [2022-04-06 17:00:28 main:574] : INFO : Epoch 1918 | loss: 0.0311106 | val_loss: 0.0311409 | Time: 2587.32 ms [2022-04-06 17:00:30 main:574] : INFO : Epoch 1919 | loss: 0.0311099 | val_loss: 0.0311408 | Time: 2540.08 ms [2022-04-06 17:00:33 main:574] : INFO : Epoch 1920 | loss: 0.03111 | val_loss: 0.0311397 | Time: 2564.85 ms [2022-04-06 17:00:35 main:574] : INFO : Epoch 1921 | loss: 0.0311113 | val_loss: 0.03114 | Time: 2532.47 ms [2022-04-06 17:00:38 main:574] : INFO : Epoch 1922 | loss: 0.0311108 | val_loss: 0.0311415 | Time: 2584.74 ms [2022-04-06 17:00:40 main:574] : INFO : Epoch 1923 | loss: 0.0311098 | val_loss: 0.0311354 | Time: 2571.56 ms [2022-04-06 17:00:43 main:574] : INFO : Epoch 1924 | loss: 0.0311089 | val_loss: 0.0311372 | Time: 2552.36 ms [2022-04-06 17:00:45 main:574] : INFO : Epoch 1925 | loss: 0.0311179 | val_loss: 0.0311382 | Time: 2578.64 ms [2022-04-06 17:00:48 main:574] : INFO : Epoch 1926 | loss: 0.0311136 | val_loss: 0.0311371 | Time: 2567.48 ms [2022-04-06 17:00:51 main:574] : INFO : Epoch 1927 | loss: 0.0311111 | val_loss: 0.0311359 | Time: 2498.86 ms [2022-04-06 17:00:53 main:574] : INFO : Epoch 1928 | loss: 0.0311098 | val_loss: 0.0311359 | Time: 2559.15 ms [2022-04-06 17:00:56 main:574] : INFO : Epoch 1929 | loss: 0.0311088 | val_loss: 0.0311339 | Time: 2563.54 ms [2022-04-06 17:00:58 main:574] : INFO : Epoch 1930 | loss: 0.0311077 | val_loss: 0.031137 | Time: 2586.41 ms [2022-04-06 17:01:01 main:574] : INFO : Epoch 1931 | loss: 0.0311085 | val_loss: 0.0311345 | Time: 2534.72 ms [2022-04-06 17:01:03 main:574] : INFO : Epoch 1932 | loss: 0.0311114 | val_loss: 0.0311384 | Time: 2571.86 ms [2022-04-06 17:01:06 main:574] : INFO : Epoch 1933 | loss: 0.0311088 | val_loss: 0.0311346 | Time: 2566.41 ms [2022-04-06 17:01:08 main:574] : INFO : Epoch 1934 | loss: 0.0311092 | val_loss: 0.0311356 | Time: 2497.06 ms [2022-04-06 17:01:11 main:574] : INFO : Epoch 1935 | loss: 0.0311094 | val_loss: 0.0311401 | Time: 2559.3 ms [2022-04-06 17:01:14 main:574] : INFO : Epoch 1936 | loss: 0.0311085 | val_loss: 0.0311424 | Time: 2569.54 ms [2022-04-06 17:01:16 main:574] : INFO : Epoch 1937 | loss: 0.0311087 | val_loss: 0.0311414 | Time: 2552.39 ms [2022-04-06 17:01:19 main:574] : INFO : Epoch 1938 | loss: 0.0311142 | val_loss: 0.0311452 | Time: 2501 ms [2022-04-06 17:01:21 main:574] : INFO : Epoch 1939 | loss: 0.0311298 | val_loss: 0.0311411 | Time: 2544.61 ms [2022-04-06 17:01:24 main:574] : INFO : Epoch 1940 | loss: 0.0311245 | val_loss: 0.0311377 | Time: 2510.52 ms [2022-04-06 17:01:26 main:574] : INFO : Epoch 1941 | loss: 0.0311209 | val_loss: 0.0311393 | Time: 2498.78 ms [2022-04-06 17:01:29 main:574] : INFO : Epoch 1942 | loss: 0.0311157 | val_loss: 0.031143 | Time: 2587.16 ms [2022-04-06 17:01:31 main:574] : INFO : Epoch 1943 | loss: 0.0311129 | val_loss: 0.0311424 | Time: 2581.27 ms [2022-04-06 17:01:34 main:574] : INFO : Epoch 1944 | loss: 0.0311131 | val_loss: 0.0311386 | Time: 2580.35 ms [2022-04-06 17:01:36 main:574] : INFO : Epoch 1945 | loss: 0.0311162 | val_loss: 0.031141 | Time: 2510.89 ms [2022-04-06 17:01:39 main:574] : INFO : Epoch 1946 | loss: 0.0311147 | val_loss: 0.0311401 | Time: 2552.23 ms [2022-04-06 17:01:42 main:574] : INFO : Epoch 1947 | loss: 0.0311132 | val_loss: 0.03114 | Time: 2555 ms [2022-04-06 17:01:44 main:574] : INFO : Epoch 1948 | loss: 0.031113 | val_loss: 0.0311366 | Time: 2496.83 ms [2022-04-06 17:01:47 main:574] : INFO : Epoch 1949 | loss: 0.031111 | val_loss: 0.0311364 | Time: 2499.59 ms [2022-04-06 17:01:49 main:574] : INFO : Epoch 1950 | loss: 0.0311111 | val_loss: 0.0311412 | Time: 2539.17 ms [2022-04-06 17:01:52 main:574] : INFO : Epoch 1951 | loss: 0.0311109 | val_loss: 0.0311389 | Time: 2535.37 ms [2022-04-06 17:01:54 main:574] : INFO : Epoch 1952 | loss: 0.0311099 | val_loss: 0.0311351 | Time: 2549.68 ms [2022-04-06 17:01:57 main:574] : INFO : Epoch 1953 | loss: 0.0311086 | val_loss: 0.0311349 | Time: 2582.23 ms [2022-04-06 17:02:01 main:574] : INFO : Epoch 1954 | loss: 0.0311091 | val_loss: 0.0311326 | Time: 4240.14 ms [2022-04-06 17:02:04 main:574] : INFO : Epoch 1955 | loss: 0.0311134 | val_loss: 0.0311347 | Time: 3069.73 ms [2022-04-06 17:02:07 main:574] : INFO : Epoch 1956 | loss: 0.0311158 | val_loss: 0.0311375 | Time: 2739.82 ms [2022-04-06 17:02:10 main:574] : INFO : Epoch 1957 | loss: 0.0311099 | val_loss: 0.0311357 | Time: 2674.81 ms [2022-04-06 17:02:12 main:574] : INFO : Epoch 1958 | loss: 0.0311078 | val_loss: 0.0311346 | Time: 2687.17 ms [2022-04-06 17:02:15 main:574] : INFO : Epoch 1959 | loss: 0.0311121 | val_loss: 0.0311383 | Time: 2664.76 ms [2022-04-06 17:02:18 main:574] : INFO : Epoch 1960 | loss: 0.0311094 | val_loss: 0.0311348 | Time: 2689.71 ms [2022-04-06 17:02:20 main:574] : INFO : Epoch 1961 | loss: 0.0311099 | val_loss: 0.0311361 | Time: 2498.06 ms [2022-04-06 17:02:23 main:574] : INFO : Epoch 1962 | loss: 0.0311206 | val_loss: 0.0311436 | Time: 2546.75 ms [2022-04-06 17:02:25 main:574] : INFO : Epoch 1963 | loss: 0.0311202 | val_loss: 0.0311329 | Time: 2546.38 ms [2022-04-06 17:02:28 main:574] : INFO : Epoch 1964 | loss: 0.0311168 | val_loss: 0.0311333 | Time: 2517.25 ms [2022-04-06 17:02:30 main:574] : INFO : Epoch 1965 | loss: 0.0311162 | val_loss: 0.0311322 | Time: 2530 ms [2022-04-06 17:02:33 main:574] : INFO : Epoch 1966 | loss: 0.0311148 | val_loss: 0.0311352 | Time: 2512.55 ms [2022-04-06 17:02:35 main:574] : INFO : Epoch 1967 | loss: 0.0311114 | val_loss: 0.0311335 | Time: 2530.5 ms [2022-04-06 17:02:38 main:574] : INFO : Epoch 1968 | loss: 0.0311107 | val_loss: 0.0311314 | Time: 2568.48 ms [2022-04-06 17:02:41 main:574] : INFO : Epoch 1969 | loss: 0.0311117 | val_loss: 0.0311356 | Time: 2580.85 ms [2022-04-06 17:02:43 main:574] : INFO : Epoch 1970 | loss: 0.031111 | val_loss: 0.0311336 | Time: 2540.89 ms [2022-04-06 17:02:46 main:574] : INFO : Epoch 1971 | loss: 0.0311088 | val_loss: 0.0311322 | Time: 2502.62 ms [2022-04-06 17:02:48 main:574] : INFO : Epoch 1972 | loss: 0.0311084 | val_loss: 0.031135 | Time: 2511.81 ms [2022-04-06 17:02:51 main:574] : INFO : Epoch 1973 | loss: 0.0311076 | val_loss: 0.0311323 | Time: 2582.47 ms [2022-04-06 17:02:53 main:574] : INFO : Epoch 1974 | loss: 0.0311121 | val_loss: 0.0311389 | Time: 2577.67 ms [2022-04-06 17:02:56 main:574] : INFO : Epoch 1975 | loss: 0.0311307 | val_loss: 0.0311439 | Time: 2526.7 ms [2022-04-06 17:02:58 main:574] : INFO : Epoch 1976 | loss: 0.0311289 | val_loss: 0.0311381 | Time: 2513.13 ms [2022-04-06 17:03:01 main:574] : INFO : Epoch 1977 | loss: 0.0311208 | val_loss: 0.031137 | Time: 2564.09 ms [2022-04-06 17:03:03 main:574] : INFO : Epoch 1978 | loss: 0.0311202 | val_loss: 0.031138 | Time: 2558.16 ms [2022-04-06 17:03:06 main:574] : INFO : Epoch 1979 | loss: 0.0311188 | val_loss: 0.0311396 | Time: 2545.64 ms [2022-04-06 17:03:09 main:574] : INFO : Epoch 1980 | loss: 0.0311177 | val_loss: 0.0311369 | Time: 2567.58 ms [2022-04-06 17:03:11 main:574] : INFO : Epoch 1981 | loss: 0.0311154 | val_loss: 0.0311396 | Time: 2548.04 ms [2022-04-06 17:03:14 main:574] : INFO : Epoch 1982 | loss: 0.031112 | val_loss: 0.0311362 | Time: 2525.73 ms [2022-04-06 17:03:16 main:574] : INFO : Epoch 1983 | loss: 0.0311114 | val_loss: 0.0311368 | Time: 2505.69 ms [2022-04-06 17:03:19 main:574] : INFO : Epoch 1984 | loss: 0.0311112 | val_loss: 0.0311345 | Time: 2522.39 ms [2022-04-06 17:03:21 main:574] : INFO : Epoch 1985 | loss: 0.0311109 | val_loss: 0.0311368 | Time: 2580.07 ms [2022-04-06 17:03:24 main:574] : INFO : Epoch 1986 | loss: 0.0311085 | val_loss: 0.0311378 | Time: 2598.77 ms [2022-04-06 17:03:26 main:574] : INFO : Epoch 1987 | loss: 0.0311111 | val_loss: 0.0311355 | Time: 2530.55 ms [2022-04-06 17:03:29 main:574] : INFO : Epoch 1988 | loss: 0.0311096 | val_loss: 0.0311354 | Time: 2529.32 ms [2022-04-06 17:03:31 main:574] : INFO : Epoch 1989 | loss: 0.0311072 | val_loss: 0.0311358 | Time: 2530.03 ms [2022-04-06 17:03:34 main:574] : INFO : Epoch 1990 | loss: 0.0311074 | val_loss: 0.0311377 | Time: 2527.21 ms [2022-04-06 17:03:36 main:574] : INFO : Epoch 1991 | loss: 0.0311078 | val_loss: 0.0311391 | Time: 2495.52 ms [2022-04-06 17:03:39 main:574] : INFO : Epoch 1992 | loss: 0.0311197 | val_loss: 0.0311436 | Time: 2548.32 ms [2022-04-06 17:03:42 main:574] : INFO : Epoch 1993 | loss: 0.0311172 | val_loss: 0.0311413 | Time: 2553.3 ms [2022-04-06 17:03:44 main:574] : INFO : Epoch 1994 | loss: 0.0311137 | val_loss: 0.0311406 | Time: 2481.08 ms [2022-04-06 17:03:47 main:574] : INFO : Epoch 1995 | loss: 0.0311108 | val_loss: 0.0311378 | Time: 2479.35 ms [2022-04-06 17:03:49 main:574] : INFO : Epoch 1996 | loss: 0.0311099 | val_loss: 0.0311375 | Time: 2515.37 ms [2022-04-06 17:03:52 main:574] : INFO : Epoch 1997 | loss: 0.0311092 | val_loss: 0.0311388 | Time: 2562.47 ms [2022-04-06 17:03:54 main:574] : INFO : Epoch 1998 | loss: 0.0311089 | val_loss: 0.0311416 | Time: 2507.74 ms [2022-04-06 17:03:57 main:574] : INFO : Epoch 1999 | loss: 0.0311078 | val_loss: 0.0311386 | Time: 2577.56 ms [2022-04-06 17:03:59 main:574] : INFO : Epoch 2000 | loss: 0.031107 | val_loss: 0.0311384 | Time: 2594.44 ms [2022-04-06 17:04:02 main:574] : INFO : Epoch 2001 | loss: 0.0311067 | val_loss: 0.0311421 | Time: 2662.74 ms [2022-04-06 17:04:05 main:574] : INFO : Epoch 2002 | loss: 0.0311082 | val_loss: 0.0311367 | Time: 2553.07 ms [2022-04-06 17:04:07 main:574] : INFO : Epoch 2003 | loss: 0.0311072 | val_loss: 0.0311373 | Time: 2557.63 ms [2022-04-06 17:04:10 main:574] : INFO : Epoch 2004 | loss: 0.0311053 | val_loss: 0.0311389 | Time: 2573.8 ms [2022-04-06 17:04:12 main:574] : INFO : Epoch 2005 | loss: 0.0311059 | val_loss: 0.0311362 | Time: 2505.18 ms [2022-04-06 17:04:15 main:574] : INFO : Epoch 2006 | loss: 0.0311063 | val_loss: 0.0311358 | Time: 2528.49 ms [2022-04-06 17:04:17 main:574] : INFO : Epoch 2007 | loss: 0.0311108 | val_loss: 0.0311413 | Time: 2553.49 ms [2022-04-06 17:04:20 main:574] : INFO : Epoch 2008 | loss: 0.0311186 | val_loss: 0.0311386 | Time: 2578.08 ms [2022-04-06 17:04:22 main:574] : INFO : Epoch 2009 | loss: 0.0311161 | val_loss: 0.0311405 | Time: 2541.32 ms [2022-04-06 17:04:25 main:574] : INFO : Epoch 2010 | loss: 0.0311124 | val_loss: 0.031136 | Time: 2535.96 ms [2022-04-06 17:04:27 main:574] : INFO : Epoch 2011 | loss: 0.0311106 | val_loss: 0.0311377 | Time: 2519.83 ms [2022-04-06 17:04:30 main:574] : INFO : Epoch 2012 | loss: 0.0311089 | val_loss: 0.0311325 | Time: 2569.38 ms [2022-04-06 17:04:33 main:574] : INFO : Epoch 2013 | loss: 0.0311077 | val_loss: 0.0311327 | Time: 2538.77 ms [2022-04-06 17:04:35 main:574] : INFO : Epoch 2014 | loss: 0.0311081 | val_loss: 0.0311335 | Time: 2567.2 ms [2022-04-06 17:04:38 main:574] : INFO : Epoch 2015 | loss: 0.0311091 | val_loss: 0.0311374 | Time: 2502.36 ms [2022-04-06 17:04:40 main:574] : INFO : Epoch 2016 | loss: 0.0311047 | val_loss: 0.0311358 | Time: 2546.45 ms [2022-04-06 17:04:43 main:574] : INFO : Epoch 2017 | loss: 0.0311032 | val_loss: 0.0311362 | Time: 2570.25 ms [2022-04-06 17:04:45 main:574] : INFO : Epoch 2018 | loss: 0.0311027 | val_loss: 0.0311333 | Time: 2515.5 ms [2022-04-06 17:04:48 main:574] : INFO : Epoch 2019 | loss: 0.0311036 | val_loss: 0.0311313 | Time: 2434.34 ms [2022-04-06 17:04:50 main:574] : INFO : Epoch 2020 | loss: 0.031106 | val_loss: 0.0311266 | Time: 2619.25 ms [2022-04-06 17:04:53 main:574] : INFO : Epoch 2021 | loss: 0.0311091 | val_loss: 0.0311264 | Time: 2576.02 ms [2022-04-06 17:04:55 main:574] : INFO : Epoch 2022 | loss: 0.0311079 | val_loss: 0.0311264 | Time: 2504.29 ms [2022-04-06 17:04:58 main:574] : INFO : Epoch 2023 | loss: 0.0311059 | val_loss: 0.031131 | Time: 2556.78 ms [2022-04-06 17:05:00 main:574] : INFO : Epoch 2024 | loss: 0.0311051 | val_loss: 0.0311336 | Time: 2527.79 ms [2022-04-06 17:05:03 main:574] : INFO : Epoch 2025 | loss: 0.0311076 | val_loss: 0.0311269 | Time: 2515.33 ms [2022-04-06 17:05:06 main:574] : INFO : Epoch 2026 | loss: 0.0311166 | val_loss: 0.0311386 | Time: 2523.8 ms [2022-04-06 17:05:08 main:574] : INFO : Epoch 2027 | loss: 0.0311146 | val_loss: 0.031137 | Time: 2526.02 ms [2022-04-06 17:05:11 main:574] : INFO : Epoch 2028 | loss: 0.031115 | val_loss: 0.0311377 | Time: 2526.08 ms [2022-04-06 17:05:13 main:574] : INFO : Epoch 2029 | loss: 0.0311111 | val_loss: 0.0311364 | Time: 2598.09 ms [2022-04-06 17:05:16 main:574] : INFO : Epoch 2030 | loss: 0.03111 | val_loss: 0.0311364 | Time: 2564.11 ms [2022-04-06 17:05:18 main:574] : INFO : Epoch 2031 | loss: 0.0311084 | val_loss: 0.0311356 | Time: 2578.58 ms [2022-04-06 17:05:21 main:574] : INFO : Epoch 2032 | loss: 0.031113 | val_loss: 0.0311468 | Time: 2587.93 ms [2022-04-06 17:05:23 main:574] : INFO : Epoch 2033 | loss: 0.0311179 | val_loss: 0.031143 | Time: 2526.59 ms [2022-04-06 17:05:26 main:574] : INFO : Epoch 2034 | loss: 0.0311126 | val_loss: 0.031137 | Time: 2480.83 ms [2022-04-06 17:05:28 main:574] : INFO : Epoch 2035 | loss: 0.0311129 | val_loss: 0.031135 | Time: 2529.33 ms [2022-04-06 17:05:31 main:574] : INFO : Epoch 2036 | loss: 0.0311122 | val_loss: 0.0311344 | Time: 2606.32 ms [2022-04-06 17:05:34 main:574] : INFO : Epoch 2037 | loss: 0.0311099 | val_loss: 0.031136 | Time: 2565.86 ms [2022-04-06 17:05:36 main:574] : INFO : Epoch 2038 | loss: 0.0311142 | val_loss: 0.0311387 | Time: 2545.38 ms [2022-04-06 17:05:39 main:574] : INFO : Epoch 2039 | loss: 0.0311157 | val_loss: 0.0311345 | Time: 2561.71 ms [2022-04-06 17:05:41 main:574] : INFO : Epoch 2040 | loss: 0.0311109 | val_loss: 0.0311363 | Time: 2524.3 ms [2022-04-06 17:05:44 main:574] : INFO : Epoch 2041 | loss: 0.0311102 | val_loss: 0.0311418 | Time: 2498.25 ms [2022-04-06 17:05:46 main:574] : INFO : Epoch 2042 | loss: 0.0311086 | val_loss: 0.031139 | Time: 2535.24 ms [2022-04-06 17:05:49 main:574] : INFO : Epoch 2043 | loss: 0.0311071 | val_loss: 0.0311391 | Time: 2504.82 ms [2022-04-06 17:05:51 main:574] : INFO : Epoch 2044 | loss: 0.0311069 | val_loss: 0.031139 | Time: 2599.45 ms [2022-04-06 17:05:54 main:574] : INFO : Epoch 2045 | loss: 0.0311069 | val_loss: 0.0311358 | Time: 2530.54 ms [2022-04-06 17:05:56 main:574] : INFO : Epoch 2046 | loss: 0.0311081 | val_loss: 0.0311349 | Time: 2529.02 ms [2022-04-06 17:05:59 main:574] : INFO : Epoch 2047 | loss: 0.0311078 | val_loss: 0.0311355 | Time: 2540.17 ms [2022-04-06 17:06:02 main:574] : INFO : Epoch 2048 | loss: 0.0311067 | val_loss: 0.0311349 | Time: 2558.9 ms [2022-04-06 17:06:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311349 [2022-04-06 17:06:02 main:603] : INFO : Saving end state to config to file [2022-04-06 17:06:02 main:608] : INFO : Success, exiting.. 17:06:02 (8588): 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)