epoch 1 loss 4.957924533843994
epoch 2 loss 3.6752916541099547
epoch 3 loss 3.385111005306244
epoch 4 loss 3.230459394454956
epoch 5 loss 2.9255188088417055
epoch 6 loss 2.8996468596458436
epoch 7 loss 2.6032366852760314
epoch 8 loss 2.5189404249191285
epoch 9 loss 2.4647384495735167
epoch 10 loss 2.4542767567634582
epoch 11 loss 2.3282061977386475
epoch 12 loss 2.3037967228889467
epoch 13 loss 2.25227965092659
epoch 14 loss 2.142299068927765
epoch 15 loss 2.20690487241745
epoch 16 loss 2.2611814723014834
epoch 17 loss 2.118533613681793
epoch 18 loss 2.065640863418579
epoch 19 loss 2.039785912036896
epoch 20 loss 2.0549608125686647
epoch 21 loss 2.015084708213806
epoch 22 loss 2.0283263354301453
epoch 23 loss 1.9993128905296325
epoch 24 loss 2.040732548236847
epoch 25 loss 1.9258499493598937
epoch 26 loss 1.8874428391456604
epoch 27 loss 1.989846603870392
epoch 28 loss 2.0168694665431977
epoch 29 loss 1.8997148685455323
epoch 30 loss 1.9097799224853516
epoch 31 loss 2.0197502641677856
epoch 32 loss 1.9443577156066894
epoch 33 loss 1.923978895187378
epoch 34 loss 1.895757824420929
epoch 35 loss 1.9678325476646423
epoch 36 loss 1.8701797723770142
epoch 37 loss 1.8510181293487549
epoch 38 loss 1.8566097168922424
epoch 39 loss 2.0116508774757387
epoch 40 loss 1.8534501719474792
epoch 41 loss 1.8523189125061035
epoch 42 loss 1.9262152292728425
epoch 43 loss 1.7996618115901948
epoch 44 loss 1.8161943802833558
epoch 45 loss 1.82212482380867
epoch 46 loss 1.8043578691482545
epoch 47 loss 1.8921764008998871
epoch 48 loss 1.8258591265678406
epoch 49 loss 1.8545901651382446
epoch 50 loss 1.8100151209831237
epoch 51 loss 1.8504703679084777
epoch 52 loss 1.7901440238952637
epoch 53 loss 1.78650026845932
epoch 54 loss 1.8477295923233032
epoch 55 loss 1.7711736962795257
epoch 56 loss 1.7577523312568664
epoch 57 loss 1.7647357985973358
epoch 58 loss 1.834852958917618
epoch 59 loss 1.7803153183460236
epoch 60 loss 1.759180398464203
epoch 61 loss 1.8045878591537476
epoch 62 loss 1.7653882937431336
epoch 63 loss 1.7254292085170746
epoch 64 loss 1.7501013655662536
epoch 65 loss 1.7439869651794433
epoch 66 loss 1.7825399222373963
epoch 67 loss 1.695889057636261
epoch 68 loss 1.8341870913505554
epoch 69 loss 1.7155801336765288
epoch 70 loss 1.7649039492607117
epoch 71 loss 1.745012129545212
epoch 72 loss 1.7286377091407776
epoch 73 loss 1.7279162456989288
epoch 74 loss 1.6430151867866516
epoch 75 loss 1.6946789677143097
epoch 76 loss 1.7661008040905
epoch 77 loss 1.844032726764679
epoch 78 loss 1.7429002039432526
epoch 79 loss 1.698603396177292
epoch 80 loss 1.7210190732479096
epoch 81 loss 1.758387260913849
epoch 82 loss 1.7022155816555022
epoch 83 loss 1.7420637063980102
epoch 84 loss 1.7383736255168916
epoch 85 loss 1.6859360194206239
epoch 86 loss 1.6649365530014038
epoch 87 loss 1.627111810207367
epoch 88 loss 1.716075797557831
epoch 89 loss 1.7137011859416962
epoch 90 loss 1.6954437305927277
epoch 91 loss 1.6737240195274352
epoch 92 loss 1.6922944931983948
epoch 93 loss 1.6919440362453462
epoch 94 loss 1.7479024260044098
epoch 95 loss 1.630118520975113
epoch 96 loss 1.6828418953418731
epoch 97 loss 1.6543481392860413
epoch 98 loss 1.6999579463005066
epoch 99 loss 1.6513884997367858
epoch 100 loss 1.622012002468109
mean squared error: 6.8415628999453535
mean absolute error: 0.9039204216599465