Task 13705380
| Name | ParityModified-1647047085-3441-2-0_0 |
| Workunit | 10795443 |
| Created | 24 Mar 2022, 11:26:30 UTC |
| Sent | 31 Mar 2022, 6:27:07 UTC |
| Report deadline | 8 Apr 2022, 6:27:07 UTC |
| Received | 31 Mar 2022, 9:40:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21006 |
| Run time | 2 hours 2 min 22 sec |
| CPU time | 2 hours 0 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,255.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :27:09 main:574] : INFO : Epoch 1542 | loss: 0.0312251 | val_loss: 0.0312187 | Time: 3576.12 ms [2022-03-31 10:27:13 main:574] : INFO : Epoch 1543 | loss: 0.0312244 | val_loss: 0.0312212 | Time: 3541.25 ms [2022-03-31 10:27:16 main:574] : INFO : Epoch 1544 | loss: 0.031225 | val_loss: 0.0312202 | Time: 3604.5 ms [2022-03-31 10:27:20 main:574] : INFO : Epoch 1545 | loss: 0.0312253 | val_loss: 0.0312181 | Time: 3587.09 ms [2022-03-31 10:27:24 main:574] : INFO : Epoch 1546 | loss: 0.0312249 | val_loss: 0.0312183 | Time: 3534.08 ms [2022-03-31 10:27:27 main:574] : INFO : Epoch 1547 | loss: 0.0312249 | val_loss: 0.0312199 | Time: 3546.87 ms [2022-03-31 10:27:31 main:574] : INFO : Epoch 1548 | loss: 0.0312271 | val_loss: 0.031226 | Time: 3599.92 ms [2022-03-31 10:27:34 main:574] : INFO : Epoch 1549 | loss: 0.0312262 | val_loss: 0.0312179 | Time: 3575.49 ms [2022-03-31 10:27:38 main:574] : INFO : Epoch 1550 | loss: 0.0312245 | val_loss: 0.031219 | Time: 3558.2 ms [2022-03-31 10:27:41 main:574] : INFO : Epoch 1551 | loss: 0.0312248 | val_loss: 0.0312217 | Time: 3563.03 ms [2022-03-31 10:27:45 main:574] : INFO : Epoch 1552 | loss: 0.0312255 | val_loss: 0.0312228 | Time: 3555.05 ms [2022-03-31 10:27:49 main:574] : INFO : Epoch 1553 | loss: 0.0312254 | val_loss: 0.0312202 | Time: 3578.03 ms [2022-03-31 10:27:52 main:574] : INFO : Epoch 1554 | loss: 0.0312248 | val_loss: 0.0312185 | Time: 3563.64 ms [2022-03-31 10:27:56 main:574] : INFO : Epoch 1555 | loss: 0.0312243 | val_loss: 0.031221 | Time: 3606.59 ms [2022-03-31 10:27:59 main:574] : INFO : Epoch 1556 | loss: 0.0312245 | val_loss: 0.0312193 | Time: 3588.47 ms [2022-03-31 10:28:03 main:574] : INFO : Epoch 1557 | loss: 0.031224 | val_loss: 0.0312183 | Time: 3608.24 ms [2022-03-31 10:28:07 main:574] : INFO : Epoch 1558 | loss: 0.0312242 | val_loss: 0.0312191 | Time: 3559.73 ms [2022-03-31 10:28:10 main:574] : INFO : Epoch 1559 | loss: 0.0312252 | val_loss: 0.0312196 | Time: 3529.44 ms [2022-03-31 10:28:14 main:574] : INFO : Epoch 1560 | loss: 0.0312255 | val_loss: 0.0312198 | Time: 3611.34 ms [2022-03-31 10:28:17 main:574] : INFO : Epoch 1561 | loss: 0.0312261 | val_loss: 0.031219 | Time: 3556.88 ms [2022-03-31 10:28:21 main:574] : INFO : Epoch 1562 | loss: 0.0312241 | val_loss: 0.0312224 | Time: 3564.04 ms [2022-03-31 10:28:24 main:574] : INFO : Epoch 1563 | loss: 0.0312242 | val_loss: 0.0312209 | Time: 3543.99 ms [2022-03-31 10:28:28 main:574] : INFO : Epoch 1564 | loss: 0.0312244 | val_loss: 0.0312183 | Time: 3596.25 ms [2022-03-31 10:28:32 main:574] : INFO : Epoch 1565 | loss: 0.0312249 | val_loss: 0.0312181 | Time: 3619.81 ms [2022-03-31 10:28:35 main:574] : INFO : Epoch 1566 | loss: 0.031226 | val_loss: 0.03122 | Time: 3513.52 ms [2022-03-31 10:28:39 main:574] : INFO : Epoch 1567 | loss: 0.0312241 | val_loss: 0.0312184 | Time: 3587.7 ms [2022-03-31 10:28:42 main:574] : INFO : Epoch 1568 | loss: 0.0312246 | val_loss: 0.03122 | Time: 3584.35 ms [2022-03-31 10:28:46 main:574] : INFO : Epoch 1569 | loss: 0.0312251 | val_loss: 0.0312188 | Time: 3622.22 ms [2022-03-31 10:28:49 main:574] : INFO : Epoch 1570 | loss: 0.0312257 | val_loss: 0.0312195 | Time: 3572.84 ms [2022-03-31 10:28:53 main:574] : INFO : Epoch 1571 | loss: 0.0312242 | val_loss: 0.0312193 | Time: 3521.38 ms [2022-03-31 10:28:57 main:574] : INFO : Epoch 1572 | loss: 0.0312251 | val_loss: 0.031224 | Time: 3607.51 ms [2022-03-31 10:29:00 main:574] : INFO : Epoch 1573 | loss: 0.0312251 | val_loss: 0.0312197 | Time: 3619.69 ms [2022-03-31 10:29:04 main:574] : INFO : Epoch 1574 | loss: 0.031227 | val_loss: 0.0312214 | Time: 3604.75 ms [2022-03-31 10:29:07 main:574] : INFO : Epoch 1575 | loss: 0.031225 | val_loss: 0.0312195 | Time: 3569.26 ms [2022-03-31 10:29:11 main:574] : INFO : Epoch 1576 | loss: 0.0312241 | val_loss: 0.0312184 | Time: 3581.14 ms [2022-03-31 10:29:15 main:574] : INFO : Epoch 1577 | loss: 0.0312234 | val_loss: 0.0312181 | Time: 3554.1 ms [2022-03-31 10:29:18 main:574] : INFO : Epoch 1578 | loss: 0.0312242 | val_loss: 0.031218 | Time: 3570.98 ms [2022-03-31 10:29:22 main:574] : INFO : Epoch 1579 | loss: 0.0312239 | val_loss: 0.0312205 | Time: 3576.55 ms [2022-03-31 10:29:25 main:574] : INFO : Epoch 1580 | loss: 0.031225 | val_loss: 0.0312212 | Time: 3591.62 ms [2022-03-31 10:29:29 main:574] : INFO : Epoch 1581 | loss: 0.031225 | val_loss: 0.0312181 | Time: 3585.53 ms [2022-03-31 10:29:33 main:574] : INFO : Epoch 1582 | loss: 0.0312277 | val_loss: 0.0312184 | Time: 3617.6 ms [2022-03-31 10:29:36 main:574] : INFO : Epoch 1583 | loss: 0.031226 | val_loss: 0.0312204 | Time: 3603.31 ms [2022-03-31 10:29:40 main:574] : INFO : Epoch 1584 | loss: 0.0312238 | val_loss: 0.0312185 | Time: 3610.15 ms [2022-03-31 10:29:43 main:574] : INFO : Epoch 1585 | loss: 0.0312246 | val_loss: 0.0312193 | Time: 3572.42 ms [2022-03-31 10:29:47 main:574] : INFO : Epoch 1586 | loss: 0.0312255 | val_loss: 0.0312196 | Time: 3544.09 ms [2022-03-31 10:29:51 main:574] : INFO : Epoch 1587 | loss: 0.0312242 | val_loss: 0.0312183 | Time: 3597.29 ms [2022-03-31 10:29:54 main:574] : INFO : Epoch 1588 | loss: 0.0312246 | val_loss: 0.0312182 | Time: 3581.81 ms [2022-03-31 10:29:58 main:574] : INFO : Epoch 1589 | loss: 0.0312248 | val_loss: 0.031221 | Time: 3543.81 ms [2022-03-31 10:30:01 main:574] : INFO : Epoch 1590 | loss: 0.0312239 | val_loss: 0.0312201 | Time: 3589.43 ms [2022-03-31 10:30:05 main:574] : INFO : Epoch 1591 | loss: 0.0312237 | val_loss: 0.0312186 | Time: 3599.19 ms [2022-03-31 10:30:08 main:574] : INFO : Epoch 1592 | loss: 0.0312236 | val_loss: 0.0312195 | Time: 3549.87 ms [2022-03-31 10:30:12 main:574] : INFO : Epoch 1593 | loss: 0.0312242 | val_loss: 0.0312189 | Time: 3565.12 ms [2022-03-31 10:30:16 main:574] : INFO : Epoch 1594 | loss: 0.0312242 | val_loss: 0.0312194 | Time: 3571.15 ms [2022-03-31 10:30:19 main:574] : INFO : Epoch 1595 | loss: 0.0312253 | val_loss: 0.0312204 | Time: 3608.01 ms [2022-03-31 10:30:23 main:574] : INFO : Epoch 1596 | loss: 0.0312252 | val_loss: 0.0312185 | Time: 3550.73 ms [2022-03-31 10:30:26 main:574] : INFO : Epoch 1597 | loss: 0.0312239 | val_loss: 0.0312194 | Time: 3562.62 ms [2022-03-31 10:30:30 main:574] : INFO : Epoch 1598 | loss: 0.0312254 | val_loss: 0.0312206 | Time: 3593.19 ms [2022-03-31 10:30:33 main:574] : INFO : Epoch 1599 | loss: 0.0312256 | val_loss: 0.0312199 | Time: 3538.71 ms [2022-03-31 10:30:37 main:574] : INFO : Epoch 1600 | loss: 0.0312243 | val_loss: 0.0312186 | Time: 3534.04 ms [2022-03-31 10:30:41 main:574] : INFO : Epoch 1601 | loss: 0.0312242 | val_loss: 0.0312194 | Time: 3533.34 ms [2022-03-31 10:30:44 main:574] : INFO : Epoch 1602 | loss: 0.0312248 | val_loss: 0.0312183 | Time: 3571.65 ms [2022-03-31 10:30:48 main:574] : INFO : Epoch 1603 | loss: 0.0312247 | val_loss: 0.0312206 | Time: 3573.05 ms [2022-03-31 10:30:51 main:574] : INFO : Epoch 1604 | loss: 0.0312254 | val_loss: 0.0312235 | Time: 3552.88 ms [2022-03-31 10:30:55 main:574] : INFO : Epoch 1605 | loss: 0.0312261 | val_loss: 0.0312242 | Time: 3603.76 ms [2022-03-31 10:30:58 main:574] : INFO : Epoch 1606 | loss: 0.0312273 | val_loss: 0.0312249 | Time: 3566.53 ms [2022-03-31 10:31:02 main:574] : INFO : Epoch 1607 | loss: 0.0312251 | val_loss: 0.0312187 | Time: 3505.1 ms [2022-03-31 10:31:06 main:574] : INFO : Epoch 1608 | loss: 0.0312248 | val_loss: 0.0312202 | Time: 3584.54 ms [2022-03-31 10:31:09 main:574] : INFO : Epoch 1609 | loss: 0.0312241 | val_loss: 0.0312185 | Time: 3628.3 ms [2022-03-31 10:31:13 main:574] : INFO : Epoch 1610 | loss: 0.0312238 | val_loss: 0.0312186 | Time: 3559.62 ms [2022-03-31 10:31:16 main:574] : INFO : Epoch 1611 | loss: 0.0312241 | val_loss: 0.0312186 | Time: 3587.96 ms [2022-03-31 10:31:20 main:574] : INFO : Epoch 1612 | loss: 0.0312248 | val_loss: 0.0312189 | Time: 3601.87 ms [2022-03-31 10:31:23 main:574] : INFO : Epoch 1613 | loss: 0.0312287 | val_loss: 0.031219 | Time: 3547.83 ms [2022-03-31 10:31:27 main:574] : INFO : Epoch 1614 | loss: 0.0312273 | val_loss: 0.0312256 | Time: 3578.82 ms [2022-03-31 10:31:31 main:574] : INFO : Epoch 1615 | loss: 0.0312254 | val_loss: 0.0312189 | Time: 3588.5 ms [2022-03-31 10:31:34 main:574] : INFO : Epoch 1616 | loss: 0.0312249 | val_loss: 0.0312195 | Time: 3552.59 ms [2022-03-31 10:31:38 main:574] : INFO : Epoch 1617 | loss: 0.031225 | val_loss: 0.0312215 | Time: 3598.58 ms [2022-03-31 10:31:41 main:574] : INFO : Epoch 1618 | loss: 0.031226 | val_loss: 0.0312184 | Time: 3581.21 ms [2022-03-31 10:31:45 main:574] : INFO : Epoch 1619 | loss: 0.0312245 | val_loss: 0.0312179 | Time: 3595.41 ms [2022-03-31 10:31:49 main:574] : INFO : Epoch 1620 | loss: 0.0312238 | val_loss: 0.0312204 | Time: 3558.35 ms [2022-03-31 10:31:52 main:574] : INFO : Epoch 1621 | loss: 0.031224 | val_loss: 0.0312198 | Time: 3589.1 ms [2022-03-31 10:31:56 main:574] : INFO : Epoch 1622 | loss: 0.0312239 | val_loss: 0.031222 | Time: 3538.85 ms [2022-03-31 10:31:59 main:574] : INFO : Epoch 1623 | loss: 0.0312251 | val_loss: 0.0312187 | Time: 3583.91 ms [2022-03-31 10:32:03 main:574] : INFO : Epoch 1624 | loss: 0.0312242 | val_loss: 0.0312192 | Time: 3571.54 ms [2022-03-31 10:32:06 main:574] : INFO : Epoch 1625 | loss: 0.0312252 | val_loss: 0.031218 | Time: 3560.23 ms [2022-03-31 10:32:10 main:574] : INFO : Epoch 1626 | loss: 0.0312255 | val_loss: 0.0312184 | Time: 3546.97 ms [2022-03-31 10:32:14 main:574] : INFO : Epoch 1627 | loss: 0.0312248 | val_loss: 0.0312205 | Time: 3609.41 ms [2022-03-31 10:32:17 main:574] : INFO : Epoch 1628 | loss: 0.0312242 | val_loss: 0.031219 | Time: 3487.35 ms [2022-03-31 10:32:21 main:574] : INFO : Epoch 1629 | loss: 0.0312244 | val_loss: 0.0312194 | Time: 3580.27 ms [2022-03-31 10:32:24 main:574] : INFO : Epoch 1630 | loss: 0.0312236 | val_loss: 0.0312182 | Time: 3575.53 ms [2022-03-31 10:32:28 main:574] : INFO : Epoch 1631 | loss: 0.0312239 | val_loss: 0.0312183 | Time: 3564.28 ms [2022-03-31 10:32:31 main:574] : INFO : Epoch 1632 | loss: 0.031226 | val_loss: 0.0312182 | Time: 3569.22 ms [2022-03-31 10:32:35 main:574] : INFO : Epoch 1633 | loss: 0.0312242 | val_loss: 0.0312197 | Time: 3524.27 ms [2022-03-31 10:32:38 main:574] : INFO : Epoch 1634 | loss: 0.0312236 | val_loss: 0.0312182 | Time: 3537.84 ms [2022-03-31 10:32:42 main:574] : INFO : Epoch 1635 | loss: 0.0312262 | val_loss: 0.0312269 | Time: 3613.86 ms [2022-03-31 10:32:46 main:574] : INFO : Epoch 1636 | loss: 0.0312274 | val_loss: 0.0312239 | Time: 3499.5 ms [2022-03-31 10:32:49 main:574] : INFO : Epoch 1637 | loss: 0.0312274 | val_loss: 0.0312184 | Time: 3617.31 ms [2022-03-31 10:32:53 main:574] : INFO : Epoch 1638 | loss: 0.0312245 | val_loss: 0.0312186 | Time: 3557.53 ms [2022-03-31 10:32:56 main:574] : INFO : Epoch 1639 | loss: 0.0312245 | val_loss: 0.031219 | Time: 3589.62 ms [2022-03-31 10:33:00 main:574] : INFO : Epoch 1640 | loss: 0.0312265 | val_loss: 0.0312236 | Time: 3560.52 ms [2022-03-31 10:33:04 main:574] : INFO : Epoch 1641 | loss: 0.0312243 | val_loss: 0.0312185 | Time: 3596.56 ms [2022-03-31 10:33:07 main:574] : INFO : Epoch 1642 | loss: 0.031224 | val_loss: 0.0312179 | Time: 3534.94 ms [2022-03-31 10:33:11 main:574] : INFO : Epoch 1643 | loss: 0.0312239 | val_loss: 0.0312192 | Time: 3499.59 ms [2022-03-31 10:33:14 main:574] : INFO : Epoch 1644 | loss: 0.0312238 | val_loss: 0.0312191 | Time: 3537.41 ms [2022-03-31 10:33:18 main:574] : INFO : Epoch 1645 | loss: 0.031225 | val_loss: 0.0312233 | Time: 3562.09 ms [2022-03-31 10:33:21 main:574] : INFO : Epoch 1646 | loss: 0.0312264 | val_loss: 0.0312212 | Time: 3562.05 ms [2022-03-31 10:33:25 main:574] : INFO : Epoch 1647 | loss: 0.0312244 | val_loss: 0.0312245 | Time: 3553.46 ms [2022-03-31 10:33:28 main:574] : INFO : Epoch 1648 | loss: 0.031225 | val_loss: 0.0312179 | Time: 3598.48 ms [2022-03-31 10:33:32 main:574] : INFO : Epoch 1649 | loss: 0.031224 | val_loss: 0.0312181 | Time: 3584.23 ms [2022-03-31 10:33:36 main:574] : INFO : Epoch 1650 | loss: 0.0312251 | val_loss: 0.0312218 | Time: 3589.41 ms [2022-03-31 10:33:39 main:574] : INFO : Epoch 1651 | loss: 0.0312251 | val_loss: 0.0312198 | Time: 3549.25 ms [2022-03-31 10:33:43 main:574] : INFO : Epoch 1652 | loss: 0.0312238 | val_loss: 0.0312201 | Time: 3539.04 ms [2022-03-31 10:33:46 main:574] : INFO : Epoch 1653 | loss: 0.0312263 | val_loss: 0.031219 | Time: 3544.16 ms [2022-03-31 10:33:50 main:574] : INFO : Epoch 1654 | loss: 0.0312237 | val_loss: 0.0312185 | Time: 3591.79 ms [2022-03-31 10:33:54 main:574] : INFO : Epoch 1655 | loss: 0.031225 | val_loss: 0.0312212 | Time: 3597.25 ms [2022-03-31 10:33:57 main:574] : INFO : Epoch 1656 | loss: 0.0312246 | val_loss: 0.0312203 | Time: 3564.61 ms [2022-03-31 10:34:01 main:574] : INFO : Epoch 1657 | loss: 0.0312261 | val_loss: 0.0312192 | Time: 3563.21 ms [2022-03-31 10:34:04 main:574] : INFO : Epoch 1658 | loss: 0.0312246 | val_loss: 0.0312199 | Time: 3593.77 ms [2022-03-31 10:34:08 main:574] : INFO : Epoch 1659 | loss: 0.0312268 | val_loss: 0.0312243 | Time: 3480.9 ms [2022-03-31 10:34:11 main:574] : INFO : Epoch 1660 | loss: 0.0312245 | val_loss: 0.031219 | Time: 3620.94 ms [2022-03-31 10:34:15 main:574] : INFO : Epoch 1661 | loss: 0.0312256 | val_loss: 0.0312181 | Time: 3550.68 ms [2022-03-31 10:34:18 main:574] : INFO : Epoch 1662 | loss: 0.0312244 | val_loss: 0.0312203 | Time: 3552.91 ms [2022-03-31 10:34:22 main:574] : INFO : Epoch 1663 | loss: 0.0312256 | val_loss: 0.0312247 | Time: 3543.83 ms [2022-03-31 10:34:26 main:574] : INFO : Epoch 1664 | loss: 0.0312257 | val_loss: 0.0312179 | Time: 3578.79 ms [2022-03-31 10:34:29 main:574] : INFO : Epoch 1665 | loss: 0.0312233 | val_loss: 0.0312187 | Time: 3575.65 ms [2022-03-31 10:34:33 main:574] : INFO : Epoch 1666 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 3567.6 ms [2022-03-31 10:34:36 main:574] : INFO : Epoch 1667 | loss: 0.0312246 | val_loss: 0.0312211 | Time: 3603.38 ms [2022-03-31 10:34:40 main:574] : INFO : Epoch 1668 | loss: 0.0312264 | val_loss: 0.0312296 | Time: 3577.95 ms [2022-03-31 10:34:44 main:574] : INFO : Epoch 1669 | loss: 0.0312281 | val_loss: 0.0312219 | Time: 3628.22 ms [2022-03-31 10:34:47 main:574] : INFO : Epoch 1670 | loss: 0.0312242 | val_loss: 0.0312211 | Time: 3594.63 ms [2022-03-31 10:34:51 main:574] : INFO : Epoch 1671 | loss: 0.0312245 | val_loss: 0.0312179 | Time: 3540.77 ms [2022-03-31 10:34:54 main:574] : INFO : Epoch 1672 | loss: 0.0312242 | val_loss: 0.0312189 | Time: 3613.5 ms [2022-03-31 10:34:58 main:574] : INFO : Epoch 1673 | loss: 0.0312258 | val_loss: 0.0312224 | Time: 3621.18 ms [2022-03-31 10:35:02 main:574] : INFO : Epoch 1674 | loss: 0.0312252 | val_loss: 0.0312271 | Time: 3605.69 ms [2022-03-31 10:35:05 main:574] : INFO : Epoch 1675 | loss: 0.0312284 | val_loss: 0.0312212 | Time: 3568.37 ms [2022-03-31 10:35:09 main:574] : INFO : Epoch 1676 | loss: 0.0312254 | val_loss: 0.03122 | Time: 3572.05 ms [2022-03-31 10:35:12 main:574] : INFO : Epoch 1677 | loss: 0.0312261 | val_loss: 0.031223 | Time: 3568.98 ms [2022-03-31 10:35:16 main:574] : INFO : Epoch 1678 | loss: 0.0312254 | val_loss: 0.0312207 | Time: 3586.23 ms [2022-03-31 10:35:20 main:574] : INFO : Epoch 1679 | loss: 0.0312242 | val_loss: 0.0312192 | Time: 3613.94 ms [2022-03-31 10:35:23 main:574] : INFO : Epoch 1680 | loss: 0.0312239 | val_loss: 0.0312196 | Time: 3565.22 ms [2022-03-31 10:35:27 main:574] : INFO : Epoch 1681 | loss: 0.0312246 | val_loss: 0.0312228 | Time: 3565.72 ms [2022-03-31 10:35:30 main:574] : INFO : Epoch 1682 | loss: 0.0312272 | val_loss: 0.0312185 | Time: 3559.73 ms [2022-03-31 10:35:34 main:574] : INFO : Epoch 1683 | loss: 0.0312239 | val_loss: 0.0312194 | Time: 3615.98 ms [2022-03-31 10:35:37 main:574] : INFO : Epoch 1684 | loss: 0.0312242 | val_loss: 0.031219 | Time: 3570.6 ms [2022-03-31 10:35:41 main:574] : INFO : Epoch 1685 | loss: 0.0312236 | val_loss: 0.0312186 | Time: 3532.54 ms [2022-03-31 10:35:45 main:574] : INFO : Epoch 1686 | loss: 0.0312241 | val_loss: 0.0312195 | Time: 3548.91 ms [2022-03-31 10:35:48 main:574] : INFO : Epoch 1687 | loss: 0.0312252 | val_loss: 0.0312187 | Time: 3581.05 ms [2022-03-31 10:35:52 main:574] : INFO : Epoch 1688 | loss: 0.0312241 | val_loss: 0.031218 | Time: 3565.25 ms [2022-03-31 10:35:55 main:574] : INFO : Epoch 1689 | loss: 0.0312243 | val_loss: 0.0312219 | Time: 3597.38 ms [2022-03-31 10:35:59 main:574] : INFO : Epoch 1690 | loss: 0.0312247 | val_loss: 0.0312179 | Time: 3527.39 ms [2022-03-31 10:36:02 main:574] : INFO : Epoch 1691 | loss: 0.0312234 | val_loss: 0.0312218 | Time: 3547.58 ms [2022-03-31 10:36:06 main:574] : INFO : Epoch 1692 | loss: 0.0312249 | val_loss: 0.0312222 | Time: 3583 ms [2022-03-31 10:36:10 main:574] : INFO : Epoch 1693 | loss: 0.0312255 | val_loss: 0.031219 | Time: 3530.4 ms [2022-03-31 10:36:13 main:574] : INFO : Epoch 1694 | loss: 0.0312239 | val_loss: 0.0312186 | Time: 3557.3 ms [2022-03-31 10:36:17 main:574] : INFO : Epoch 1695 | loss: 0.0312241 | val_loss: 0.031218 | Time: 3598.49 ms [2022-03-31 10:36:20 main:574] : INFO : Epoch 1696 | loss: 0.0312241 | val_loss: 0.0312187 | Time: 3590.76 ms [2022-03-31 10:36:24 main:574] : INFO : Epoch 1697 | loss: 0.0312241 | val_loss: 0.0312183 | Time: 3601.23 ms [2022-03-31 10:36:27 main:574] : INFO : Epoch 1698 | loss: 0.031224 | val_loss: 0.0312183 | Time: 3510.86 ms [2022-03-31 10:36:31 main:574] : INFO : Epoch 1699 | loss: 0.031225 | val_loss: 0.0312202 | Time: 3589.52 ms [2022-03-31 10:36:35 main:574] : INFO : Epoch 1700 | loss: 0.0312247 | val_loss: 0.0312179 | Time: 3571.87 ms [2022-03-31 10:36:38 main:574] : INFO : Epoch 1701 | loss: 0.0312241 | val_loss: 0.031219 | Time: 3633.33 ms [2022-03-31 10:36:42 main:574] : INFO : Epoch 1702 | loss: 0.0312251 | val_loss: 0.0312201 | Time: 3498.89 ms [2022-03-31 10:36:45 main:574] : INFO : Epoch 1703 | loss: 0.0312281 | val_loss: 0.0312247 | Time: 3565.66 ms [2022-03-31 10:36:49 main:574] : INFO : Epoch 1704 | loss: 0.0312256 | val_loss: 0.0312205 | Time: 3554.22 ms [2022-03-31 10:36:52 main:574] : INFO : Epoch 1705 | loss: 0.0312264 | val_loss: 0.0312194 | Time: 3617.63 ms [2022-03-31 10:36:56 main:574] : INFO : Epoch 1706 | loss: 0.0312258 | val_loss: 0.0312188 | Time: 3619.12 ms [2022-03-31 10:37:00 main:574] : INFO : Epoch 1707 | loss: 0.0312244 | val_loss: 0.0312182 | Time: 3634.03 ms [2022-03-31 10:37:03 main:574] : INFO : Epoch 1708 | loss: 0.0312249 | val_loss: 0.0312195 | Time: 3573.61 ms [2022-03-31 10:37:07 main:574] : INFO : Epoch 1709 | loss: 0.0312245 | val_loss: 0.0312207 | Time: 3524.97 ms [2022-03-31 10:37:10 main:574] : INFO : Epoch 1710 | loss: 0.0312239 | val_loss: 0.031218 | Time: 3602.02 ms [2022-03-31 10:37:14 main:574] : INFO : Epoch 1711 | loss: 0.0312236 | val_loss: 0.0312186 | Time: 3598.25 ms [2022-03-31 10:37:18 main:574] : INFO : Epoch 1712 | loss: 0.0312252 | val_loss: 0.0312213 | Time: 3568.39 ms [2022-03-31 10:37:21 main:574] : INFO : Epoch 1713 | loss: 0.0312259 | val_loss: 0.0312215 | Time: 3613.45 ms [2022-03-31 10:37:25 main:574] : INFO : Epoch 1714 | loss: 0.0312266 | val_loss: 0.0312239 | Time: 3510.01 ms [2022-03-31 10:37:28 main:574] : INFO : Epoch 1715 | loss: 0.031226 | val_loss: 0.0312231 | Time: 3572.96 ms [2022-03-31 10:37:32 main:574] : INFO : Epoch 1716 | loss: 0.0312265 | val_loss: 0.0312212 | Time: 3553.21 ms [2022-03-31 10:37:36 main:574] : INFO : Epoch 1717 | loss: 0.0312258 | val_loss: 0.0312181 | Time: 3586.24 ms [2022-03-31 10:37:39 main:574] : INFO : Epoch 1718 | loss: 0.0312241 | val_loss: 0.0312186 | Time: 3647.95 ms [2022-03-31 10:37:43 main:574] : INFO : Epoch 1719 | loss: 0.0312235 | val_loss: 0.0312186 | Time: 3573.46 ms [2022-03-31 10:37:46 main:574] : INFO : Epoch 1720 | loss: 0.0312255 | val_loss: 0.0312182 | Time: 3577.4 ms [2022-03-31 10:37:50 main:574] : INFO : Epoch 1721 | loss: 0.0312254 | val_loss: 0.0312204 | Time: 3578.73 ms [2022-03-31 10:37:53 main:574] : INFO : Epoch 1722 | loss: 0.0312238 | val_loss: 0.0312181 | Time: 3576.21 ms [2022-03-31 10:37:57 main:574] : INFO : Epoch 1723 | loss: 0.0312238 | val_loss: 0.0312179 | Time: 3574.01 ms [2022-03-31 10:38:01 main:574] : INFO : Epoch 1724 | loss: 0.0312249 | val_loss: 0.0312196 | Time: 3562.96 ms [2022-03-31 10:38:04 main:574] : INFO : Epoch 1725 | loss: 0.0312244 | val_loss: 0.0312196 | Time: 3566.85 ms [2022-03-31 10:38:08 main:574] : INFO : Epoch 1726 | loss: 0.0312245 | val_loss: 0.0312203 | Time: 3530.46 ms [2022-03-31 10:38:11 main:574] : INFO : Epoch 1727 | loss: 0.0312247 | val_loss: 0.0312187 | Time: 3572.96 ms [2022-03-31 10:38:15 main:574] : INFO : Epoch 1728 | loss: 0.0312244 | val_loss: 0.031222 | Time: 3556.91 ms [2022-03-31 10:38:18 main:574] : INFO : Epoch 1729 | loss: 0.0312255 | val_loss: 0.0312185 | Time: 3569.21 ms [2022-03-31 10:38:22 main:574] : INFO : Epoch 1730 | loss: 0.0312242 | val_loss: 0.0312187 | Time: 3566.02 ms [2022-03-31 10:38:26 main:574] : INFO : Epoch 1731 | loss: 0.0312239 | val_loss: 0.031218 | Time: 3552.73 ms [2022-03-31 10:38:29 main:574] : INFO : Epoch 1732 | loss: 0.031225 | val_loss: 0.0312179 | Time: 3588.94 ms [2022-03-31 10:38:33 main:574] : INFO : Epoch 1733 | loss: 0.0312261 | val_loss: 0.0312186 | Time: 3540.86 ms [2022-03-31 10:38:36 main:574] : INFO : Epoch 1734 | loss: 0.0312269 | val_loss: 0.0312239 | Time: 3575.41 ms [2022-03-31 10:38:40 main:574] : INFO : Epoch 1735 | loss: 0.0312267 | val_loss: 0.0312186 | Time: 3557.92 ms [2022-03-31 10:38:43 main:574] : INFO : Epoch 1736 | loss: 0.0312242 | val_loss: 0.0312185 | Time: 3545.86 ms [2022-03-31 10:38:47 main:574] : INFO : Epoch 1737 | loss: 0.0312242 | val_loss: 0.0312199 | Time: 3549.37 ms [2022-03-31 10:38:51 main:574] : INFO : Epoch 1738 | loss: 0.0312243 | val_loss: 0.0312213 | Time: 3551.11 ms [2022-03-31 10:38:54 main:574] : INFO : Epoch 1739 | loss: 0.0312241 | val_loss: 0.0312183 | Time: 3564.63 ms [2022-03-31 10:38:58 main:574] : INFO : Epoch 1740 | loss: 0.0312237 | val_loss: 0.0312184 | Time: 3599.91 ms [2022-03-31 10:39:01 main:574] : INFO : Epoch 1741 | loss: 0.0312243 | val_loss: 0.0312192 | Time: 3566.72 ms [2022-03-31 10:39:05 main:574] : INFO : Epoch 1742 | loss: 0.0312237 | val_loss: 0.03122 | Time: 3522.63 ms [2022-03-31 10:39:08 main:574] : INFO : Epoch 1743 | loss: 0.0312243 | val_loss: 0.0312215 | Time: 3587.31 ms [2022-03-31 10:39:12 main:574] : INFO : Epoch 1744 | loss: 0.0312238 | val_loss: 0.0312192 | Time: 3550.13 ms [2022-03-31 10:39:16 main:574] : INFO : Epoch 1745 | loss: 0.0312239 | val_loss: 0.0312195 | Time: 3568.05 ms [2022-03-31 10:39:19 main:574] : INFO : Epoch 1746 | loss: 0.0312243 | val_loss: 0.0312194 | Time: 3541.5 ms [2022-03-31 10:39:23 main:574] : INFO : Epoch 1747 | loss: 0.0312241 | val_loss: 0.0312196 | Time: 3596.15 ms [2022-03-31 10:39:26 main:574] : INFO : Epoch 1748 | loss: 0.0312238 | val_loss: 0.0312183 | Time: 3609.7 ms [2022-03-31 10:39:30 main:574] : INFO : Epoch 1749 | loss: 0.0312239 | val_loss: 0.0312185 | Time: 3573.5 ms [2022-03-31 10:39:34 main:574] : INFO : Epoch 1750 | loss: 0.0312248 | val_loss: 0.0312192 | Time: 3609.73 ms [2022-03-31 10:39:37 main:574] : INFO : Epoch 1751 | loss: 0.0312265 | val_loss: 0.0312201 | Time: 3516.84 ms [2022-03-31 10:39:41 main:574] : INFO : Epoch 1752 | loss: 0.0312263 | val_loss: 0.031219 | Time: 3593.83 ms [2022-03-31 10:39:44 main:574] : INFO : Epoch 1753 | loss: 0.0312245 | val_loss: 0.0312207 | Time: 3568.94 ms [2022-03-31 10:39:48 main:574] : INFO : Epoch 1754 | loss: 0.0312236 | val_loss: 0.0312183 | Time: 3521.2 ms [2022-03-31 10:39:51 main:574] : INFO : Epoch 1755 | loss: 0.0312243 | val_loss: 0.0312197 | Time: 3556.29 ms [2022-03-31 10:39:55 main:574] : INFO : Epoch 1756 | loss: 0.0312238 | val_loss: 0.0312184 | Time: 3553.44 ms [2022-03-31 10:39:58 main:574] : INFO : Epoch 1757 | loss: 0.031225 | val_loss: 0.0312223 | Time: 3596.7 ms [2022-03-31 10:40:02 main:574] : INFO : Epoch 1758 | loss: 0.0312255 | val_loss: 0.0312192 | Time: 3563.59 ms [2022-03-31 10:40:06 main:574] : INFO : Epoch 1759 | loss: 0.0312235 | val_loss: 0.0312206 | Time: 3582.68 ms [2022-03-31 10:40:09 main:574] : INFO : Epoch 1760 | loss: 0.0312258 | val_loss: 0.031219 | Time: 3603.47 ms [2022-03-31 10:40:13 main:574] : INFO : Epoch 1761 | loss: 0.0312236 | val_loss: 0.0312199 | Time: 3588.19 ms [2022-03-31 10:40:16 main:574] : INFO : Epoch 1762 | loss: 0.0312236 | val_loss: 0.031218 | Time: 3533.24 ms [2022-03-31 10:40:20 main:574] : INFO : Epoch 1763 | loss: 0.0312238 | val_loss: 0.0312222 | Time: 3614.98 ms [2022-03-31 10:40:24 main:574] : INFO : Epoch 1764 | loss: 0.0312252 | val_loss: 0.0312181 | Time: 3591.07 ms [2022-03-31 10:40:27 main:574] : INFO : Epoch 1765 | loss: 0.0312235 | val_loss: 0.0312186 | Time: 3565.01 ms [2022-03-31 10:40:31 main:574] : INFO : Epoch 1766 | loss: 0.0312242 | val_loss: 0.0312203 | Time: 3570.6 ms [2022-03-31 10:40:34 main:574] : INFO : Epoch 1767 | loss: 0.031225 | val_loss: 0.0312201 | Time: 3580.87 ms [2022-03-31 10:40:38 main:574] : INFO : Epoch 1768 | loss: 0.0312264 | val_loss: 0.031228 | Time: 3547.9 ms [2022-03-31 10:40:41 main:574] : INFO : Epoch 1769 | loss: 0.0312264 | val_loss: 0.031221 | Time: 3519.04 ms [2022-03-31 10:40:45 main:574] : INFO : Epoch 1770 | loss: 0.0312245 | val_loss: 0.0312207 | Time: 3590.74 ms [2022-03-31 10:40:49 main:574] : INFO : Epoch 1771 | loss: 0.0312243 | val_loss: 0.031219 | Time: 3531.16 ms [2022-03-31 10:40:52 main:574] : INFO : Epoch 1772 | loss: 0.0312241 | val_loss: 0.031221 | Time: 3581.57 ms [2022-03-31 10:40:56 main:574] : INFO : Epoch 1773 | loss: 0.0312262 | val_loss: 0.0312182 | Time: 3580.58 ms [2022-03-31 10:40:59 main:574] : INFO : Epoch 1774 | loss: 0.0312251 | val_loss: 0.0312186 | Time: 3611.97 ms [2022-03-31 10:41:03 main:574] : INFO : Epoch 1775 | loss: 0.0312241 | val_loss: 0.0312188 | Time: 3641.9 ms [2022-03-31 10:41:07 main:574] : INFO : Epoch 1776 | loss: 0.0312239 | val_loss: 0.0312182 | Time: 3578.57 ms [2022-03-31 10:41:10 main:574] : INFO : Epoch 1777 | loss: 0.0312237 | val_loss: 0.0312184 | Time: 3583.63 ms [2022-03-31 10:41:14 main:574] : INFO : Epoch 1778 | loss: 0.0312249 | val_loss: 0.0312194 | Time: 3557.24 ms [2022-03-31 10:41:17 main:574] : INFO : Epoch 1779 | loss: 0.0312239 | val_loss: 0.0312188 | Time: 3523.31 ms [2022-03-31 10:41:21 main:574] : INFO : Epoch 1780 | loss: 0.0312261 | val_loss: 0.0312204 | Time: 3554.52 ms [2022-03-31 10:41:24 main:574] : INFO : Epoch 1781 | loss: 0.0312265 | val_loss: 0.0312188 | Time: 3601.04 ms [2022-03-31 10:41:28 main:574] : INFO : Epoch 1782 | loss: 0.0312252 | val_loss: 0.0312231 | Time: 3589.41 ms [2022-03-31 10:41:32 main:574] : INFO : Epoch 1783 | loss: 0.0312258 | val_loss: 0.0312205 | Time: 3580.53 ms [2022-03-31 10:41:35 main:574] : INFO : Epoch 1784 | loss: 0.0312243 | val_loss: 0.0312183 | Time: 3587.99 ms [2022-03-31 10:41:39 main:574] : INFO : Epoch 1785 | loss: 0.0312239 | val_loss: 0.0312201 | Time: 3548.88 ms [2022-03-31 10:41:42 main:574] : INFO : Epoch 1786 | loss: 0.0312249 | val_loss: 0.0312188 | Time: 3559.69 ms [2022-03-31 10:41:46 main:574] : INFO : Epoch 1787 | loss: 0.0312239 | val_loss: 0.0312193 | Time: 3584.36 ms [2022-03-31 10:41:50 main:574] : INFO : Epoch 1788 | loss: 0.0312241 | val_loss: 0.0312185 | Time: 3610.42 ms [2022-03-31 10:41:53 main:574] : INFO : Epoch 1789 | loss: 0.0312236 | val_loss: 0.0312179 | Time: 3578.16 ms [2022-03-31 10:41:57 main:574] : INFO : Epoch 1790 | loss: 0.0312243 | val_loss: 0.0312221 | Time: 3533.8 ms [2022-03-31 10:42:00 main:574] : INFO : Epoch 1791 | loss: 0.0312255 | val_loss: 0.0312202 | Time: 3635.6 ms [2022-03-31 10:42:04 main:574] : INFO : Epoch 1792 | loss: 0.0312241 | val_loss: 0.0312195 | Time: 3558.78 ms [2022-03-31 10:42:07 main:574] : INFO : Epoch 1793 | loss: 0.0312265 | val_loss: 0.0312264 | Time: 3548.3 ms [2022-03-31 10:42:11 main:574] : INFO : Epoch 1794 | loss: 0.0312275 | val_loss: 0.0312197 | Time: 3568.66 ms [2022-03-31 10:42:15 main:574] : INFO : Epoch 1795 | loss: 0.0312257 | val_loss: 0.0312186 | Time: 3616.14 ms [2022-03-31 10:42:18 main:574] : INFO : Epoch 1796 | loss: 0.0312236 | val_loss: 0.0312203 | Time: 3579.51 ms [2022-03-31 10:42:22 main:574] : INFO : Epoch 1797 | loss: 0.0312242 | val_loss: 0.0312182 | Time: 3557.08 ms [2022-03-31 10:42:25 main:574] : INFO : Epoch 1798 | loss: 0.0312239 | val_loss: 0.0312182 | Time: 3596.03 ms [2022-03-31 10:42:29 main:574] : INFO : Epoch 1799 | loss: 0.031224 | val_loss: 0.0312201 | Time: 3587.6 ms [2022-03-31 10:42:32 main:574] : INFO : Epoch 1800 | loss: 0.0312241 | val_loss: 0.0312194 | Time: 3497.74 ms [2022-03-31 10:42:36 main:574] : INFO : Epoch 1801 | loss: 0.0312246 | val_loss: 0.0312201 | Time: 3577.25 ms [2022-03-31 10:42:40 main:574] : INFO : Epoch 1802 | loss: 0.0312246 | val_loss: 0.0312191 | Time: 3608.83 ms [2022-03-31 10:42:43 main:574] : INFO : Epoch 1803 | loss: 0.0312237 | val_loss: 0.0312179 | Time: 3575.35 ms [2022-03-31 10:42:47 main:574] : INFO : Epoch 1804 | loss: 0.0312236 | val_loss: 0.0312181 | Time: 3563.94 ms [2022-03-31 10:42:50 main:574] : INFO : Epoch 1805 | loss: 0.0312239 | val_loss: 0.0312191 | Time: 3547.41 ms [2022-03-31 10:42:54 main:574] : INFO : Epoch 1806 | loss: 0.0312237 | val_loss: 0.0312182 | Time: 3523.63 ms [2022-03-31 10:42:57 main:574] : INFO : Epoch 1807 | loss: 0.0312248 | val_loss: 0.0312179 | Time: 3537 ms [2022-03-31 10:43:01 main:574] : INFO : Epoch 1808 | loss: 0.0312244 | val_loss: 0.0312186 | Time: 3584.81 ms [2022-03-31 10:43:05 main:574] : INFO : Epoch 1809 | loss: 0.031226 | val_loss: 0.0312188 | Time: 3544.88 ms [2022-03-31 10:43:08 main:574] : INFO : Epoch 1810 | loss: 0.0312271 | val_loss: 0.0312219 | Time: 3539.45 ms [2022-03-31 10:43:12 main:574] : INFO : Epoch 1811 | loss: 0.0312385 | val_loss: 0.0312293 | Time: 3519.78 ms [2022-03-31 10:43:15 main:574] : INFO : Epoch 1812 | loss: 0.0312365 | val_loss: 0.0312266 | Time: 3482.2 ms [2022-03-31 10:43:19 main:574] : INFO : Epoch 1813 | loss: 0.0312311 | val_loss: 0.0312237 | Time: 3596.48 ms [2022-03-31 10:43:22 main:574] : INFO : Epoch 1814 | loss: 0.0312271 | val_loss: 0.0312269 | Time: 3585.77 ms [2022-03-31 10:43:26 main:574] : INFO : Epoch 1815 | loss: 0.0312275 | val_loss: 0.0312236 | Time: 3578.45 ms [2022-03-31 10:43:29 main:574] : INFO : Epoch 1816 | loss: 0.0312276 | val_loss: 0.0312197 | Time: 3539.34 ms [2022-03-31 10:43:33 main:574] : INFO : Epoch 1817 | loss: 0.0312248 | val_loss: 0.031219 | Time: 3540.74 ms [2022-03-31 10:43:37 main:574] : INFO : Epoch 1818 | loss: 0.0312255 | val_loss: 0.0312228 | Time: 3585.86 ms [2022-03-31 10:43:40 main:574] : INFO : Epoch 1819 | loss: 0.0312245 | val_loss: 0.0312181 | Time: 3547.68 ms [2022-03-31 10:43:44 main:574] : INFO : Epoch 1820 | loss: 0.0312255 | val_loss: 0.0312183 | Time: 3531.6 ms [2022-03-31 10:43:47 main:574] : INFO : Epoch 1821 | loss: 0.0312254 | val_loss: 0.0312186 | Time: 3568.56 ms [2022-03-31 10:43:51 main:574] : INFO : Epoch 1822 | loss: 0.0312252 | val_loss: 0.0312204 | Time: 3567.6 ms [2022-03-31 10:43:54 main:574] : INFO : Epoch 1823 | loss: 0.031225 | val_loss: 0.0312212 | Time: 3559.63 ms [2022-03-31 10:43:58 main:574] : INFO : Epoch 1824 | loss: 0.0312256 | val_loss: 0.0312192 | Time: 3501.59 ms [2022-03-31 10:44:01 main:574] : INFO : Epoch 1825 | loss: 0.0312263 | val_loss: 0.0312179 | Time: 3541.2 ms [2022-03-31 10:44:05 main:574] : INFO : Epoch 1826 | loss: 0.0312256 | val_loss: 0.0312179 | Time: 3562.28 ms [2022-03-31 10:44:09 main:574] : INFO : Epoch 1827 | loss: 0.0312247 | val_loss: 0.0312196 | Time: 3577.02 ms [2022-03-31 10:44:12 main:574] : INFO : Epoch 1828 | loss: 0.0312251 | val_loss: 0.0312274 | Time: 3614.73 ms [2022-03-31 10:44:16 main:574] : INFO : Epoch 1829 | loss: 0.0312254 | val_loss: 0.031218 | Time: 3573.44 ms [2022-03-31 10:44:19 main:574] : INFO : Epoch 1830 | loss: 0.0312233 | val_loss: 0.0312185 | Time: 3579.3 ms [2022-03-31 10:44:23 main:574] : INFO : Epoch 1831 | loss: 0.0312248 | val_loss: 0.0312204 | Time: 3585.6 ms [2022-03-31 10:44:27 main:574] : INFO : Epoch 1832 | loss: 0.0312263 | val_loss: 0.0312196 | Time: 3567.49 ms [2022-03-31 10:44:30 main:574] : INFO : Epoch 1833 | loss: 0.0312244 | val_loss: 0.0312181 | Time: 3611.01 ms [2022-03-31 10:44:34 main:574] : INFO : Epoch 1834 | loss: 0.0312234 | val_loss: 0.0312187 | Time: 3560.23 ms [2022-03-31 10:44:37 main:574] : INFO : Epoch 1835 | loss: 0.0312242 | val_loss: 0.0312183 | Time: 3595.3 ms [2022-03-31 10:44:41 main:574] : INFO : Epoch 1836 | loss: 0.0312241 | val_loss: 0.0312208 | Time: 3597.04 ms [2022-03-31 10:44:45 main:574] : INFO : Epoch 1837 | loss: 0.0312243 | val_loss: 0.031218 | Time: 3597.31 ms [2022-03-31 10:44:48 main:574] : INFO : Epoch 1838 | loss: 0.0312249 | val_loss: 0.0312196 | Time: 3554.16 ms [2022-03-31 10:44:52 main:574] : INFO : Epoch 1839 | loss: 0.031224 | val_loss: 0.0312183 | Time: 3569.78 ms [2022-03-31 10:44:55 main:574] : INFO : Epoch 1840 | loss: 0.0312236 | val_loss: 0.0312194 | Time: 3591.1 ms [2022-03-31 10:44:59 main:574] : INFO : Epoch 1841 | loss: 0.031224 | val_loss: 0.0312182 | Time: 3480.06 ms [2022-03-31 10:45:02 main:574] : INFO : Epoch 1842 | loss: 0.0312241 | val_loss: 0.0312184 | Time: 3557.33 ms [2022-03-31 10:45:06 main:574] : INFO : Epoch 1843 | loss: 0.0312235 | val_loss: 0.0312189 | Time: 3572.39 ms [2022-03-31 10:45:09 main:574] : INFO : Epoch 1844 | loss: 0.0312235 | val_loss: 0.0312185 | Time: 3550.83 ms [2022-03-31 10:45:13 main:574] : INFO : Epoch 1845 | loss: 0.0312245 | val_loss: 0.031218 | Time: 3605.78 ms [2022-03-31 10:45:17 main:574] : INFO : Epoch 1846 | loss: 0.0312248 | val_loss: 0.0312194 | Time: 3557.26 ms [2022-03-31 10:45:20 main:574] : INFO : Epoch 1847 | loss: 0.0312247 | val_loss: 0.0312184 | Time: 3511.93 ms [2022-03-31 10:45:24 main:574] : INFO : Epoch 1848 | loss: 0.0312237 | val_loss: 0.0312195 | Time: 3578.07 ms [2022-03-31 10:45:27 main:574] : INFO : Epoch 1849 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 3563.93 ms [2022-03-31 10:45:31 main:574] : INFO : Epoch 1850 | loss: 0.0312253 | val_loss: 0.0312197 | Time: 3598.25 ms [2022-03-31 10:45:34 main:574] : INFO : Epoch 1851 | loss: 0.0312254 | val_loss: 0.0312184 | Time: 3568.19 ms [2022-03-31 10:45:38 main:574] : INFO : Epoch 1852 | loss: 0.0312258 | val_loss: 0.0312186 | Time: 3527.2 ms [2022-03-31 10:45:42 main:574] : INFO : Epoch 1853 | loss: 0.0312234 | val_loss: 0.0312205 | Time: 3556.29 ms [2022-03-31 10:45:45 main:574] : INFO : Epoch 1854 | loss: 0.0312254 | val_loss: 0.0312191 | Time: 3605.96 ms [2022-03-31 10:45:49 main:574] : INFO : Epoch 1855 | loss: 0.0312245 | val_loss: 0.0312189 | Time: 3602.11 ms [2022-03-31 10:45:52 main:574] : INFO : Epoch 1856 | loss: 0.0312254 | val_loss: 0.031219 | Time: 3551.38 ms [2022-03-31 10:45:56 main:574] : INFO : Epoch 1857 | loss: 0.0312239 | val_loss: 0.0312186 | Time: 3586.43 ms [2022-03-31 10:46:00 main:574] : INFO : Epoch 1858 | loss: 0.0312238 | val_loss: 0.0312188 | Time: 3586.88 ms [2022-03-31 10:46:03 main:574] : INFO : Epoch 1859 | loss: 0.0312246 | val_loss: 0.0312209 | Time: 3585.56 ms [2022-03-31 10:46:07 main:574] : INFO : Epoch 1860 | loss: 0.0312243 | val_loss: 0.0312203 | Time: 3518.78 ms [2022-03-31 10:46:10 main:574] : INFO : Epoch 1861 | loss: 0.0312247 | val_loss: 0.0312181 | Time: 3546.84 ms [2022-03-31 10:46:14 main:574] : INFO : Epoch 1862 | loss: 0.0312247 | val_loss: 0.0312194 | Time: 3561.07 ms [2022-03-31 10:46:17 main:574] : INFO : Epoch 1863 | loss: 0.0312254 | val_loss: 0.031219 | Time: 3507.98 ms [2022-03-31 10:46:21 main:574] : INFO : Epoch 1864 | loss: 0.0312241 | val_loss: 0.0312184 | Time: 3584.16 ms [2022-03-31 10:46:24 main:574] : INFO : Epoch 1865 | loss: 0.0312246 | val_loss: 0.0312207 | Time: 3555.21 ms [2022-03-31 10:46:28 main:574] : INFO : Epoch 1866 | loss: 0.0312237 | val_loss: 0.0312179 | Time: 3589.5 ms [2022-03-31 10:46:32 main:574] : INFO : Epoch 1867 | loss: 0.0312243 | val_loss: 0.031218 | Time: 3568.19 ms [2022-03-31 10:46:35 main:574] : INFO : Epoch 1868 | loss: 0.0312237 | val_loss: 0.0312183 | Time: 3567.98 ms [2022-03-31 10:46:39 main:574] : INFO : Epoch 1869 | loss: 0.0312252 | val_loss: 0.0312199 | Time: 3649.75 ms [2022-03-31 10:46:42 main:574] : INFO : Epoch 1870 | loss: 0.031224 | val_loss: 0.0312198 | Time: 3582.38 ms [2022-03-31 10:46:46 main:574] : INFO : Epoch 1871 | loss: 0.0312241 | val_loss: 0.0312196 | Time: 3652.57 ms [2022-03-31 10:46:50 main:574] : INFO : Epoch 1872 | loss: 0.0312252 | val_loss: 0.03122 | Time: 3583.86 ms [2022-03-31 10:46:53 main:574] : INFO : Epoch 1873 | loss: 0.0312245 | val_loss: 0.0312201 | Time: 3568.04 ms [2022-03-31 10:46:57 main:574] : INFO : Epoch 1874 | loss: 0.0312258 | val_loss: 0.0312195 | Time: 3608.84 ms [2022-03-31 10:47:01 main:574] : INFO : Epoch 1875 | loss: 0.0312263 | val_loss: 0.031218 | Time: 3617.5 ms [2022-03-31 10:47:04 main:574] : INFO : Epoch 1876 | loss: 0.031226 | val_loss: 0.0312217 | Time: 3559.74 ms [2022-03-31 10:47:08 main:574] : INFO : Epoch 1877 | loss: 0.0312258 | val_loss: 0.0312229 | Time: 3565.99 ms [2022-03-31 10:47:11 main:574] : INFO : Epoch 1878 | loss: 0.0312257 | val_loss: 0.0312196 | Time: 3582.64 ms [2022-03-31 10:47:15 main:574] : INFO : Epoch 1879 | loss: 0.031225 | val_loss: 0.0312189 | Time: 3600.86 ms [2022-03-31 10:47:18 main:574] : INFO : Epoch 1880 | loss: 0.0312242 | val_loss: 0.0312184 | Time: 3572.97 ms [2022-03-31 10:47:22 main:574] : INFO : Epoch 1881 | loss: 0.0312243 | val_loss: 0.0312196 | Time: 3585.69 ms [2022-03-31 10:47:26 main:574] : INFO : Epoch 1882 | loss: 0.0312234 | val_loss: 0.031218 | Time: 3585.2 ms [2022-03-31 10:47:29 main:574] : INFO : Epoch 1883 | loss: 0.0312243 | val_loss: 0.0312211 | Time: 3587.49 ms [2022-03-31 10:47:33 main:574] : INFO : Epoch 1884 | loss: 0.0312241 | val_loss: 0.0312183 | Time: 3534.56 ms [2022-03-31 10:47:36 main:574] : INFO : Epoch 1885 | loss: 0.031224 | val_loss: 0.0312226 | Time: 3520.72 ms [2022-03-31 10:47:40 main:574] : INFO : Epoch 1886 | loss: 0.0312252 | val_loss: 0.031223 | Time: 3576.28 ms [2022-03-31 10:47:43 main:574] : INFO : Epoch 1887 | loss: 0.031224 | val_loss: 0.0312181 | Time: 3589.33 ms [2022-03-31 10:47:47 main:574] : INFO : Epoch 1888 | loss: 0.0312241 | val_loss: 0.0312207 | Time: 3492.77 ms [2022-03-31 10:47:51 main:574] : INFO : Epoch 1889 | loss: 0.0312262 | val_loss: 0.0312234 | Time: 3589.44 ms [2022-03-31 10:47:54 main:574] : INFO : Epoch 1890 | loss: 0.0312261 | val_loss: 0.031221 | Time: 3531.14 ms [2022-03-31 10:47:58 main:574] : INFO : Epoch 1891 | loss: 0.0312248 | val_loss: 0.0312182 | Time: 3518.53 ms [2022-03-31 10:48:01 main:574] : INFO : Epoch 1892 | loss: 0.0312246 | val_loss: 0.031218 | Time: 3594.38 ms [2022-03-31 10:48:05 main:574] : INFO : Epoch 1893 | loss: 0.0312242 | val_loss: 0.0312216 | Time: 3599.62 ms [2022-03-31 10:48:08 main:574] : INFO : Epoch 1894 | loss: 0.0312241 | val_loss: 0.0312187 | Time: 3568.02 ms [2022-03-31 10:48:12 main:574] : INFO : Epoch 1895 | loss: 0.0312233 | val_loss: 0.0312181 | Time: 3591.83 ms [2022-03-31 10:48:16 main:574] : INFO : Epoch 1896 | loss: 0.0312242 | val_loss: 0.0312212 | Time: 3565.61 ms [2022-03-31 10:48:19 main:574] : INFO : Epoch 1897 | loss: 0.031225 | val_loss: 0.0312192 | Time: 3614.67 ms [2022-03-31 10:48:23 main:574] : INFO : Epoch 1898 | loss: 0.0312244 | val_loss: 0.0312179 | Time: 3546.19 ms [2022-03-31 10:48:26 main:574] : INFO : Epoch 1899 | loss: 0.0312238 | val_loss: 0.0312182 | Time: 3611.62 ms [2022-03-31 10:48:30 main:574] : INFO : Epoch 1900 | loss: 0.0312239 | val_loss: 0.0312198 | Time: 3623.85 ms [2022-03-31 10:48:34 main:574] : INFO : Epoch 1901 | loss: 0.0312255 | val_loss: 0.0312205 | Time: 3619.75 ms [2022-03-31 10:48:37 main:574] : INFO : Epoch 1902 | loss: 0.0312245 | val_loss: 0.0312184 | Time: 3639.79 ms [2022-03-31 10:48:41 main:574] : INFO : Epoch 1903 | loss: 0.0312241 | val_loss: 0.0312184 | Time: 3577.41 ms [2022-03-31 10:48:44 main:574] : INFO : Epoch 1904 | loss: 0.0312249 | val_loss: 0.0312217 | Time: 3544 ms [2022-03-31 10:48:48 main:574] : INFO : Epoch 1905 | loss: 0.0312244 | val_loss: 0.0312194 | Time: 3552.54 ms [2022-03-31 10:48:51 main:574] : INFO : Epoch 1906 | loss: 0.0312241 | val_loss: 0.0312189 | Time: 3504.91 ms [2022-03-31 10:48:55 main:574] : INFO : Epoch 1907 | loss: 0.0312247 | val_loss: 0.031218 | Time: 3596.71 ms [2022-03-31 10:48:59 main:574] : INFO : Epoch 1908 | loss: 0.031224 | val_loss: 0.0312181 | Time: 3511.57 ms [2022-03-31 10:49:02 main:574] : INFO : Epoch 1909 | loss: 0.0312245 | val_loss: 0.0312205 | Time: 3549.5 ms [2022-03-31 10:49:06 main:574] : INFO : Epoch 1910 | loss: 0.0312254 | val_loss: 0.0312189 | Time: 3572.65 ms [2022-03-31 10:49:09 main:574] : INFO : Epoch 1911 | loss: 0.0312267 | val_loss: 0.0312267 | Time: 3534.03 ms [2022-03-31 10:49:13 main:574] : INFO : Epoch 1912 | loss: 0.0312278 | val_loss: 0.031223 | Time: 3601.48 ms [2022-03-31 10:49:16 main:574] : INFO : Epoch 1913 | loss: 0.0312273 | val_loss: 0.0312252 | Time: 3613.82 ms [2022-03-31 10:49:20 main:574] : INFO : Epoch 1914 | loss: 0.0312261 | val_loss: 0.0312191 | Time: 3565.17 ms [2022-03-31 10:49:24 main:574] : INFO : Epoch 1915 | loss: 0.0312249 | val_loss: 0.0312196 | Time: 3578.97 ms [2022-03-31 10:49:27 main:574] : INFO : Epoch 1916 | loss: 0.0312252 | val_loss: 0.0312185 | Time: 3523.95 ms [2022-03-31 10:49:31 main:574] : INFO : Epoch 1917 | loss: 0.0312258 | val_loss: 0.0312184 | Time: 3583.3 ms [2022-03-31 10:49:34 main:574] : INFO : Epoch 1918 | loss: 0.0312243 | val_loss: 0.0312204 | Time: 3523.57 ms [2022-03-31 10:49:38 main:574] : INFO : Epoch 1919 | loss: 0.0312248 | val_loss: 0.031219 | Time: 3551.53 ms [2022-03-31 10:49:41 main:574] : INFO : Epoch 1920 | loss: 0.0312243 | val_loss: 0.0312199 | Time: 3567.76 ms [2022-03-31 10:49:45 main:574] : INFO : Epoch 1921 | loss: 0.0312239 | val_loss: 0.0312182 | Time: 3591.25 ms [2022-03-31 10:49:49 main:574] : INFO : Epoch 1922 | loss: 0.0312239 | val_loss: 0.0312217 | Time: 3488.78 ms [2022-03-31 10:49:52 main:574] : INFO : Epoch 1923 | loss: 0.0312257 | val_loss: 0.0312272 | Time: 3585.23 ms [2022-03-31 10:49:56 main:574] : INFO : Epoch 1924 | loss: 0.0312261 | val_loss: 0.0312186 | Time: 3550.44 ms [2022-03-31 10:49:59 main:574] : INFO : Epoch 1925 | loss: 0.0312248 | val_loss: 0.03122 | Time: 3556.21 ms [2022-03-31 10:50:03 main:574] : INFO : Epoch 1926 | loss: 0.0312247 | val_loss: 0.0312199 | Time: 3567.05 ms [2022-03-31 10:50:06 main:574] : INFO : Epoch 1927 | loss: 0.0312249 | val_loss: 0.0312181 | Time: 3610.45 ms [2022-03-31 10:50:10 main:574] : INFO : Epoch 1928 | loss: 0.0312238 | val_loss: 0.031219 | Time: 3571.71 ms [2022-03-31 10:50:14 main:574] : INFO : Epoch 1929 | loss: 0.0312255 | val_loss: 0.0312219 | Time: 3591.34 ms [2022-03-31 10:50:17 main:574] : INFO : Epoch 1930 | loss: 0.0312245 | val_loss: 0.0312185 | Time: 3540.37 ms [2022-03-31 10:50:21 main:574] : INFO : Epoch 1931 | loss: 0.0312242 | val_loss: 0.0312203 | Time: 3574.18 ms [2022-03-31 10:50:24 main:574] : INFO : Epoch 1932 | loss: 0.0312239 | val_loss: 0.031218 | Time: 3576.33 ms [2022-03-31 10:50:28 main:574] : INFO : Epoch 1933 | loss: 0.0312246 | val_loss: 0.0312181 | Time: 3552.43 ms [2022-03-31 10:50:31 main:574] : INFO : Epoch 1934 | loss: 0.0312242 | val_loss: 0.0312193 | Time: 3551.21 ms [2022-03-31 10:50:35 main:574] : INFO : Epoch 1935 | loss: 0.0312246 | val_loss: 0.0312179 | Time: 3523.01 ms [2022-03-31 10:50:39 main:574] : INFO : Epoch 1936 | loss: 0.0312241 | val_loss: 0.0312192 | Time: 3571.59 ms [2022-03-31 10:50:42 main:574] : INFO : Epoch 1937 | loss: 0.0312238 | val_loss: 0.0312193 | Time: 3564.08 ms [2022-03-31 10:50:46 main:574] : INFO : Epoch 1938 | loss: 0.0312246 | val_loss: 0.0312207 | Time: 3620.25 ms [2022-03-31 10:50:49 main:574] : INFO : Epoch 1939 | loss: 0.0312251 | val_loss: 0.031221 | Time: 3553.38 ms [2022-03-31 10:50:53 main:574] : INFO : Epoch 1940 | loss: 0.0312248 | val_loss: 0.0312207 | Time: 3590.94 ms [2022-03-31 10:50:56 main:574] : INFO : Epoch 1941 | loss: 0.0312245 | val_loss: 0.0312208 | Time: 3522.57 ms [2022-03-31 10:51:00 main:574] : INFO : Epoch 1942 | loss: 0.0312255 | val_loss: 0.0312225 | Time: 3552.03 ms [2022-03-31 10:51:04 main:574] : INFO : Epoch 1943 | loss: 0.0312267 | val_loss: 0.0312221 | Time: 3580.79 ms [2022-03-31 10:51:07 main:574] : INFO : Epoch 1944 | loss: 0.0312246 | val_loss: 0.0312185 | Time: 3555.96 ms [2022-03-31 10:51:11 main:574] : INFO : Epoch 1945 | loss: 0.0312255 | val_loss: 0.0312194 | Time: 3593.29 ms [2022-03-31 10:51:14 main:574] : INFO : Epoch 1946 | loss: 0.031229 | val_loss: 0.0312212 | Time: 3525.14 ms [2022-03-31 10:51:18 main:574] : INFO : Epoch 1947 | loss: 0.0312253 | val_loss: 0.0312228 | Time: 3590.47 ms [2022-03-31 10:51:21 main:574] : INFO : Epoch 1948 | loss: 0.0312246 | val_loss: 0.0312186 | Time: 3596.88 ms [2022-03-31 10:51:25 main:574] : INFO : Epoch 1949 | loss: 0.0312238 | val_loss: 0.0312199 | Time: 3552.26 ms [2022-03-31 10:51:29 main:574] : INFO : Epoch 1950 | loss: 0.0312242 | val_loss: 0.0312204 | Time: 3581.88 ms [2022-03-31 10:51:32 main:574] : INFO : Epoch 1951 | loss: 0.0312242 | val_loss: 0.0312181 | Time: 3580.39 ms [2022-03-31 10:51:36 main:574] : INFO : Epoch 1952 | loss: 0.031224 | val_loss: 0.0312191 | Time: 3547.76 ms [2022-03-31 10:51:39 main:574] : INFO : Epoch 1953 | loss: 0.031224 | val_loss: 0.0312184 | Time: 3598.1 ms [2022-03-31 10:51:43 main:574] : INFO : Epoch 1954 | loss: 0.0312233 | val_loss: 0.0312185 | Time: 3596.23 ms [2022-03-31 10:51:46 main:574] : INFO : Epoch 1955 | loss: 0.0312253 | val_loss: 0.0312226 | Time: 3572.24 ms [2022-03-31 10:51:50 main:574] : INFO : Epoch 1956 | loss: 0.0312254 | val_loss: 0.0312192 | Time: 3571.85 ms [2022-03-31 10:51:54 main:574] : INFO : Epoch 1957 | loss: 0.031224 | val_loss: 0.0312199 | Time: 3570.14 ms [2022-03-31 10:51:57 main:574] : INFO : Epoch 1958 | loss: 0.031224 | val_loss: 0.0312186 | Time: 3553.27 ms [2022-03-31 10:52:01 main:574] : INFO : Epoch 1959 | loss: 0.0312237 | val_loss: 0.0312201 | Time: 3642.7 ms [2022-03-31 10:52:04 main:574] : INFO : Epoch 1960 | loss: 0.0312245 | val_loss: 0.031219 | Time: 3567.11 ms [2022-03-31 10:52:08 main:574] : INFO : Epoch 1961 | loss: 0.0312238 | val_loss: 0.0312185 | Time: 3606.65 ms [2022-03-31 10:52:12 main:574] : INFO : Epoch 1962 | loss: 0.0312246 | val_loss: 0.0312184 | Time: 3611.56 ms [2022-03-31 10:52:15 main:574] : INFO : Epoch 1963 | loss: 0.031224 | val_loss: 0.0312179 | Time: 3564.13 ms [2022-03-31 10:52:19 main:574] : INFO : Epoch 1964 | loss: 0.0312255 | val_loss: 0.031219 | Time: 3576.93 ms [2022-03-31 10:52:22 main:574] : INFO : Epoch 1965 | loss: 0.0312241 | val_loss: 0.0312214 | Time: 3521.06 ms [2022-03-31 10:52:26 main:574] : INFO : Epoch 1966 | loss: 0.031225 | val_loss: 0.0312187 | Time: 3575.37 ms [2022-03-31 10:52:30 main:574] : INFO : Epoch 1967 | loss: 0.0312245 | val_loss: 0.0312194 | Time: 3625.26 ms [2022-03-31 10:52:33 main:574] : INFO : Epoch 1968 | loss: 0.0312249 | val_loss: 0.0312183 | Time: 3537.51 ms [2022-03-31 10:52:37 main:574] : INFO : Epoch 1969 | loss: 0.0312242 | val_loss: 0.0312188 | Time: 3520.99 ms [2022-03-31 10:52:40 main:574] : INFO : Epoch 1970 | loss: 0.0312249 | val_loss: 0.0312182 | Time: 3530 ms [2022-03-31 10:52:44 main:574] : INFO : Epoch 1971 | loss: 0.0312246 | val_loss: 0.0312183 | Time: 3545.37 ms [2022-03-31 10:52:47 main:574] : INFO : Epoch 1972 | loss: 0.031224 | val_loss: 0.0312192 | Time: 3610.96 ms [2022-03-31 10:52:51 main:574] : INFO : Epoch 1973 | loss: 0.031224 | val_loss: 0.0312179 | Time: 3516.8 ms [2022-03-31 10:52:54 main:574] : INFO : Epoch 1974 | loss: 0.0312234 | val_loss: 0.0312182 | Time: 3595.09 ms [2022-03-31 10:52:58 main:574] : INFO : Epoch 1975 | loss: 0.0312235 | val_loss: 0.0312195 | Time: 3601.28 ms [2022-03-31 10:53:02 main:574] : INFO : Epoch 1976 | loss: 0.0312237 | val_loss: 0.0312185 | Time: 3518.66 ms [2022-03-31 10:53:05 main:574] : INFO : Epoch 1977 | loss: 0.0312242 | val_loss: 0.0312184 | Time: 3570.74 ms [2022-03-31 10:53:09 main:574] : INFO : Epoch 1978 | loss: 0.0312252 | val_loss: 0.0312191 | Time: 3431.64 ms [2022-03-31 10:53:12 main:574] : INFO : Epoch 1979 | loss: 0.0312236 | val_loss: 0.0312179 | Time: 3549.34 ms [2022-03-31 10:53:16 main:574] : INFO : Epoch 1980 | loss: 0.0312238 | val_loss: 0.0312207 | Time: 3502.71 ms [2022-03-31 10:53:19 main:574] : INFO : Epoch 1981 | loss: 0.0312252 | val_loss: 0.0312212 | Time: 3606.11 ms [2022-03-31 10:53:23 main:574] : INFO : Epoch 1982 | loss: 0.0312238 | val_loss: 0.0312185 | Time: 3552.2 ms [2022-03-31 10:53:26 main:574] : INFO : Epoch 1983 | loss: 0.0312242 | val_loss: 0.0312198 | Time: 3568.43 ms [2022-03-31 10:53:30 main:574] : INFO : Epoch 1984 | loss: 0.0312236 | val_loss: 0.031219 | Time: 3495.59 ms [2022-03-31 10:53:33 main:574] : INFO : Epoch 1985 | loss: 0.0312243 | val_loss: 0.0312189 | Time: 3537.73 ms [2022-03-31 10:53:37 main:574] : INFO : Epoch 1986 | loss: 0.031224 | val_loss: 0.0312182 | Time: 3537.88 ms [2022-03-31 10:53:41 main:574] : INFO : Epoch 1987 | loss: 0.0312241 | val_loss: 0.0312195 | Time: 3583.03 ms [2022-03-31 10:53:44 main:574] : INFO : Epoch 1988 | loss: 0.0312242 | val_loss: 0.0312184 | Time: 3500.38 ms [2022-03-31 10:53:48 main:574] : INFO : Epoch 1989 | loss: 0.0312245 | val_loss: 0.0312197 | Time: 3533.22 ms [2022-03-31 10:53:51 main:574] : INFO : Epoch 1990 | loss: 0.0312238 | val_loss: 0.0312187 | Time: 3588.95 ms [2022-03-31 10:53:55 main:574] : INFO : Epoch 1991 | loss: 0.0312258 | val_loss: 0.0312192 | Time: 3536.96 ms [2022-03-31 10:53:58 main:574] : INFO : Epoch 1992 | loss: 0.0312239 | val_loss: 0.0312187 | Time: 3532.35 ms [2022-03-31 10:54:02 main:574] : INFO : Epoch 1993 | loss: 0.0312247 | val_loss: 0.0312252 | Time: 3587.7 ms [2022-03-31 10:54:05 main:574] : INFO : Epoch 1994 | loss: 0.031226 | val_loss: 0.0312192 | Time: 3495.65 ms [2022-03-31 10:54:09 main:574] : INFO : Epoch 1995 | loss: 0.0312257 | val_loss: 0.0312218 | Time: 3569.23 ms [2022-03-31 10:54:13 main:574] : INFO : Epoch 1996 | loss: 0.0312258 | val_loss: 0.031221 | Time: 3545.9 ms [2022-03-31 10:54:16 main:574] : INFO : Epoch 1997 | loss: 0.0312248 | val_loss: 0.0312183 | Time: 3605.23 ms [2022-03-31 10:54:20 main:574] : INFO : Epoch 1998 | loss: 0.0312241 | val_loss: 0.0312185 | Time: 3602.58 ms [2022-03-31 10:54:23 main:574] : INFO : Epoch 1999 | loss: 0.0312247 | val_loss: 0.0312199 | Time: 3627.04 ms [2022-03-31 10:54:27 main:574] : INFO : Epoch 2000 | loss: 0.0312245 | val_loss: 0.0312191 | Time: 3510 ms [2022-03-31 10:54:30 main:574] : INFO : Epoch 2001 | loss: 0.0312239 | val_loss: 0.0312187 | Time: 3566.8 ms [2022-03-31 10:54:34 main:574] : INFO : Epoch 2002 | loss: 0.0312234 | val_loss: 0.0312183 | Time: 3506.61 ms [2022-03-31 10:54:38 main:574] : INFO : Epoch 2003 | loss: 0.0312237 | val_loss: 0.0312185 | Time: 3624.95 ms [2022-03-31 10:54:41 main:574] : INFO : Epoch 2004 | loss: 0.0312243 | val_loss: 0.031219 | Time: 3556.95 ms [2022-03-31 10:54:45 main:574] : INFO : Epoch 2005 | loss: 0.0312241 | val_loss: 0.0312181 | Time: 3538.92 ms [2022-03-31 10:54:48 main:574] : INFO : Epoch 2006 | loss: 0.0312243 | val_loss: 0.0312197 | Time: 3600.11 ms [2022-03-31 10:54:52 main:574] : INFO : Epoch 2007 | loss: 0.0312234 | val_loss: 0.0312189 | Time: 3595.24 ms [2022-03-31 10:54:56 main:574] : INFO : Epoch 2008 | loss: 0.0312248 | val_loss: 0.0312185 | Time: 3602.15 ms [2022-03-31 10:54:59 main:574] : INFO : Epoch 2009 | loss: 0.0312239 | val_loss: 0.0312182 | Time: 3587.97 ms [2022-03-31 10:55:03 main:574] : INFO : Epoch 2010 | loss: 0.0312239 | val_loss: 0.0312184 | Time: 3513.69 ms [2022-03-31 10:55:06 main:574] : INFO : Epoch 2011 | loss: 0.0312242 | val_loss: 0.0312197 | Time: 3605.22 ms [2022-03-31 10:55:10 main:574] : INFO : Epoch 2012 | loss: 0.0312259 | val_loss: 0.0312213 | Time: 3604.87 ms [2022-03-31 10:55:14 main:574] : INFO : Epoch 2013 | loss: 0.031225 | val_loss: 0.0312206 | Time: 3631.21 ms [2022-03-31 10:55:17 main:574] : INFO : Epoch 2014 | loss: 0.0312416 | val_loss: 0.0312377 | Time: 3567.11 ms [2022-03-31 10:55:21 main:574] : INFO : Epoch 2015 | loss: 0.0312408 | val_loss: 0.0312368 | Time: 3583.48 ms [2022-03-31 10:55:24 main:574] : INFO : Epoch 2016 | loss: 0.0312337 | val_loss: 0.0312269 | Time: 3546.12 ms [2022-03-31 10:55:28 main:574] : INFO : Epoch 2017 | loss: 0.0312259 | val_loss: 0.0312187 | Time: 3605.53 ms [2022-03-31 10:55:31 main:574] : INFO : Epoch 2018 | loss: 0.0312254 | val_loss: 0.03122 | Time: 3549.42 ms [2022-03-31 10:55:35 main:574] : INFO : Epoch 2019 | loss: 0.0312259 | val_loss: 0.0312274 | Time: 3519.04 ms [2022-03-31 10:55:39 main:574] : INFO : Epoch 2020 | loss: 0.0312297 | val_loss: 0.0312199 | Time: 3594.04 ms [2022-03-31 10:55:42 main:574] : INFO : Epoch 2021 | loss: 0.0312308 | val_loss: 0.0312307 | Time: 3586.51 ms [2022-03-31 10:55:46 main:574] : INFO : Epoch 2022 | loss: 0.0312301 | val_loss: 0.0312236 | Time: 3588.26 ms [2022-03-31 10:55:49 main:574] : INFO : Epoch 2023 | loss: 0.0312286 | val_loss: 0.0312295 | Time: 3552.12 ms [2022-03-31 10:55:53 main:574] : INFO : Epoch 2024 | loss: 0.0312257 | val_loss: 0.0312198 | Time: 3574.12 ms [2022-03-31 10:55:56 main:574] : INFO : Epoch 2025 | loss: 0.0312251 | val_loss: 0.0312201 | Time: 3491.83 ms [2022-03-31 10:56:00 main:574] : INFO : Epoch 2026 | loss: 0.0312256 | val_loss: 0.0312198 | Time: 3524.51 ms [2022-03-31 10:56:04 main:574] : INFO : Epoch 2027 | loss: 0.0312246 | val_loss: 0.0312191 | Time: 3628.48 ms [2022-03-31 10:56:07 main:574] : INFO : Epoch 2028 | loss: 0.0312243 | val_loss: 0.0312183 | Time: 3580.66 ms [2022-03-31 10:56:11 main:574] : INFO : Epoch 2029 | loss: 0.0312259 | val_loss: 0.0312183 | Time: 3591.75 ms [2022-03-31 10:56:14 main:574] : INFO : Epoch 2030 | loss: 0.0312254 | val_loss: 0.0312195 | Time: 3490.85 ms [2022-03-31 10:56:18 main:574] : INFO : Epoch 2031 | loss: 0.0312247 | val_loss: 0.0312199 | Time: 3587.8 ms [2022-03-31 10:56:21 main:574] : INFO : Epoch 2032 | loss: 0.0312249 | val_loss: 0.0312191 | Time: 3598.13 ms [2022-03-31 10:56:25 main:574] : INFO : Epoch 2033 | loss: 0.0312284 | val_loss: 0.0312214 | Time: 3577.11 ms [2022-03-31 10:56:29 main:574] : INFO : Epoch 2034 | loss: 0.0312261 | val_loss: 0.0312243 | Time: 3516.6 ms [2022-03-31 10:56:32 main:574] : INFO : Epoch 2035 | loss: 0.0312294 | val_loss: 0.0312185 | Time: 3530.2 ms [2022-03-31 10:56:36 main:574] : INFO : Epoch 2036 | loss: 0.0312243 | val_loss: 0.0312184 | Time: 3541.47 ms [2022-03-31 10:56:39 main:574] : INFO : Epoch 2037 | loss: 0.0312238 | val_loss: 0.0312213 | Time: 3517.24 ms [2022-03-31 10:56:43 main:574] : INFO : Epoch 2038 | loss: 0.0312245 | val_loss: 0.0312198 | Time: 3582.81 ms [2022-03-31 10:56:46 main:574] : INFO : Epoch 2039 | loss: 0.0312254 | val_loss: 0.0312213 | Time: 3601.89 ms [2022-03-31 10:56:50 main:574] : INFO : Epoch 2040 | loss: 0.0312265 | val_loss: 0.031219 | Time: 3576.4 ms [2022-03-31 10:56:53 main:574] : INFO : Epoch 2041 | loss: 0.0312238 | val_loss: 0.0312198 | Time: 3585.18 ms [2022-03-31 10:56:57 main:574] : INFO : Epoch 2042 | loss: 0.0312257 | val_loss: 0.031222 | Time: 3630.62 ms [2022-03-31 10:57:01 main:574] : INFO : Epoch 2043 | loss: 0.0312248 | val_loss: 0.0312201 | Time: 3543.08 ms [2022-03-31 10:57:04 main:574] : INFO : Epoch 2044 | loss: 0.031225 | val_loss: 0.0312196 | Time: 3652.55 ms [2022-03-31 10:57:08 main:574] : INFO : Epoch 2045 | loss: 0.0312249 | val_loss: 0.0312196 | Time: 3619.89 ms [2022-03-31 10:57:12 main:574] : INFO : Epoch 2046 | loss: 0.031224 | val_loss: 0.0312204 | Time: 3599.3 ms [2022-03-31 10:57:15 main:574] : INFO : Epoch 2047 | loss: 0.0312238 | val_loss: 0.0312188 | Time: 3625.07 ms [2022-03-31 10:57:19 main:574] : INFO : Epoch 2048 | loss: 0.031224 | val_loss: 0.0312186 | Time: 3575.88 ms [2022-03-31 10:57:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312186 [2022-03-31 10:57:19 main:603] : INFO : Saving end state to config to file [2022-03-31 10:57:19 main:608] : INFO : Success, exiting.. 10:57:19 (13412): 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)