Epoch: 1. Elapsed: 2.4107232093811035
Training loss: 0.12290461361408234, distance: 2788.4083333333333
Validation loss: 0.13111384212970734, distance: 2760.714285714286
=================================================================================
Epoch: 2. Elapsed: 2.3856589794158936
Training loss: 0.12176872789859772, distance: 2649.3458333333333
Validation loss: 0.1300015151500702, distance: 2496.8928571428573
=================================================================================
Epoch: 3. Elapsed: 2.358349084854126
Training loss: 0.12021955102682114, distance: 2309.21875
Validation loss: 0.1287771314382553, distance: 2286.3928571428573
=================================================================================
Epoch: 4. Elapsed: 2.4500575065612793
Training loss: 0.11867766827344894, distance: 2182.88125
Validation loss: 0.1272401213645935, distance: 2232.8214285714284
=================================================================================
Epoch: 5. Elapsed: 2.532161235809326
Training loss: 0.11696817725896835, distance: 2167.6208333333334
Validation loss: 0.12525543570518494, distance: 2242.214285714286
=================================================================================
Epoch: 6. Elapsed: 2.650482177734375
Training loss: 0.11433786153793335, distance: 2195.520833333333
Validation loss: 0.12277010083198547, distance: 2304.0714285714284
=================================================================================
Epoch: 7. Elapsed: 3.1566038131713867
Training loss: 0.11098206043243408, distance: 2237.2833333333333
Validation loss: 0.11981705576181412, distance: 2371.714285714286
=================================================================================
Epoch: 8. Elapsed: 3.097752809524536
Training loss: 0.10764708369970322, distance: 2300.177083333333
Validation loss: 0.11671413481235504, distance: 2427.035714285714
=================================================================================
Epoch: 9. Elapsed: 3.3926825523376465
Training loss: 0.10447128862142563, distance: 2331.075
Validation loss: 0.1138826385140419, distance: 2415.9285714285716
=================================================================================
Epoch: 10. Elapsed: 3.3534085750579834
Training loss: 0.10171288251876831, distance: 2341.922916666667
Validation loss: 0.1115649938583374, distance: 2401.3214285714284
=================================================================================
Epoch: 11. Elapsed: 3.171882152557373
Training loss: 0.09761316329240799, distance: 2327.9104166666666
Validation loss: 0.10933151841163635, distance: 2404.714285714286
=================================================================================
Epoch: 12. Elapsed: 2.9441559314727783
Training loss: 0.09444400668144226, distance: 2375.3708333333334
Validation loss: 0.10690443962812424, distance: 2461.285714285714
=================================================================================
Epoch: 13. Elapsed: 2.968186855316162
Training loss: 0.09256120026111603, distance: 2416.78125
Validation loss: 0.1051582470536232, distance: 2513.8571428571427
=================================================================================
Epoch: 14. Elapsed: 2.9245641231536865
Training loss: 0.08995866030454636, distance: 2448.6916666666666
Validation loss: 0.09947545826435089, distance: 2618.5
=================================================================================
Epoch: 15. Elapsed: 3.1158177852630615
Training loss: 0.08744771778583527, distance: 2675.53125
Validation loss: 0.0972738191485405, distance: 2766.464285714286
=================================================================================
Epoch: 16. Elapsed: 3.2071774005889893
Training loss: 0.08635928481817245, distance: 2753.11875
Validation loss: 0.10427101701498032, distance: 2814.6785714285716
=================================================================================
Epoch: 17. Elapsed: 3.0256431102752686
Training loss: 0.08780604600906372, distance: 2781.3166666666666
Validation loss: 0.10149567574262619, distance: 2790.8214285714284
=================================================================================
Epoch: 18. Elapsed: 3.07861328125
Training loss: 0.08800556510686874, distance: 2784.54375
Validation loss: 0.08728113025426865, distance: 2682.3214285714284
=================================================================================
Epoch: 19. Elapsed: 3.1665380001068115
Training loss: 0.082991823554039, distance: 2752.0583333333334
Validation loss: 0.09034048020839691, distance: 2687.6785714285716
=================================================================================
Epoch: 20. Elapsed: 2.9592223167419434
Training loss: 0.0850205197930336, distance: 2770.975
Validation loss: 0.08953463286161423, distance: 2659.1071428571427
=================================================================================