alvar@alvar-pc-ubu ~/tmp/newDarkflow/darkflow-master $ flow --train --model cfg/yolo-1c.cfg --dataset imgs --annotation imgs --epoch 1000 --lr 1e-3 Parsing cfg/yolo-1c.cfg Loading None ... Finished in 7.843971252441406e-05s Building net ... Source | Train? | Layer description | Output size -------+--------+----------------------------------+--------------- | | input | (?, 608, 608, 3) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 608, 608, 32) Load | Yep! | maxp 2x2p0_2 | (?, 304, 304, 32) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 304, 304, 64) Load | Yep! | maxp 2x2p0_2 | (?, 152, 152, 64) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 152, 152, 128) Init | Yep! | conv 1x1p0_1 +bnorm leaky | (?, 152, 152, 64) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 152, 152, 128) Load | Yep! | maxp 2x2p0_2 | (?, 76, 76, 128) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 76, 76, 256) Init | Yep! | conv 1x1p0_1 +bnorm leaky | (?, 76, 76, 128) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 76, 76, 256) Load | Yep! | maxp 2x2p0_2 | (?, 38, 38, 256) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 38, 38, 512) Init | Yep! | conv 1x1p0_1 +bnorm leaky | (?, 38, 38, 256) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 38, 38, 512) Init | Yep! | conv 1x1p0_1 +bnorm leaky | (?, 38, 38, 256) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 38, 38, 512) Load | Yep! | maxp 2x2p0_2 | (?, 19, 19, 512) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 19, 19, 1024) Init | Yep! | conv 1x1p0_1 +bnorm leaky | (?, 19, 19, 512) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 19, 19, 1024) Init | Yep! | conv 1x1p0_1 +bnorm leaky | (?, 19, 19, 512) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 19, 19, 1024) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 19, 19, 1024) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 19, 19, 1024) Load | Yep! | concat [16] | (?, 38, 38, 512) Init | Yep! | conv 1x1p0_1 +bnorm leaky | (?, 38, 38, 64) Load | Yep! | local flatten 2x2 | (?, 19, 19, 256) Load | Yep! | concat [27, 24] | (?, 19, 19, 1280) Init | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 19, 19, 1024) Init | Yep! | conv 1x1p0_1 linear | (?, 19, 19, 30) -------+--------+----------------------------------+--------------- Running entirely on CPU cfg/yolo-1c.cfg loss hyper-parameters: H = 19 W = 19 box = 5 classes = 1 scales = [1.0, 5.0, 1.0, 1.0] Building cfg/yolo-1c.cfg loss Building cfg/yolo-1c.cfg train op 2017-05-26 19:17:11.335847: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations. 2017-05-26 19:17:11.335873: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations. 2017-05-26 19:17:11.335880: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations. 2017-05-26 19:17:11.335886: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX2 instructions, but these are available on your machine and could speed up CPU computations. 2017-05-26 19:17:11.335892: W tensorflow/core/platform/cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use FMA instructions, but these are available on your machine and could speed up CPU computations. Finished in 7.810689926147461s Enter training ... cfg/yolo-1c.cfg parsing imgs Parsing for ['Fitolito'] [====================>]100% 2017_5_26_14_162017_5_17_17_28Image_474.json Statistics: Fitolito: 61 Dataset size: 55 Dataset of 55 instance(s) Training statistics: Learning rate : 0.001 Batch size : 16 Epoch number : 1000 Backup every : 2000 step 1 - loss 225.98248291015625 - moving ave loss 225.98248291015628 step 2 - loss 224.07205200195312 - moving ave loss 225.79143981933595 step 3 - loss 222.373291015625 - moving ave loss 225.44962493896486 Finish 1 epoch(es) step 4 - loss 220.716064453125 - moving ave loss 224.97626889038088 step 5 - loss 219.14378356933594 - moving ave loss 224.39302035827637 step 6 - loss 217.3865966796875 - moving ave loss 223.6923779904175 Finish 2 epoch(es) step 7 - loss 215.36903381347656 - moving ave loss 222.8600435727234 step 8 - loss 213.1939697265625 - moving ave loss 221.89343618810733 step 9 - loss 210.84979248046875 - moving ave loss 220.78907181734348 Finish 3 epoch(es) step 10 - loss 208.16119384765625 - moving ave loss 219.52628402037476 step 11 - loss 205.16873168945312 - moving ave loss 218.0905287872826 step 12 - loss 202.02793884277344 - moving ave loss 216.4842697928317 Finish 4 epoch(es) step 13 - loss 198.37664794921875 - moving ave loss 214.6735076084704 step 14 - loss 194.40029907226562 - moving ave loss 212.64618675484994 step 15 - loss 190.108642578125 - moving ave loss 210.39243233717744 Finish 5 epoch(es) step 16 - loss 185.5355224609375 - moving ave loss 207.90674134955344 step 17 - loss 180.56082153320312 - moving ave loss 205.17214936791842 step 18 - loss 175.15158081054688 - moving ave loss 202.17009251218127 Finish 6 epoch(es) step 19 - loss 169.66830444335938 - moving ave loss 198.91991370529908 step 20 - loss 163.87908935546875 - moving ave loss 195.41583127031606 step 21 - loss 157.82302856445312 - moving ave loss 191.65655099972977 Finish 7 epoch(es) step 22 - loss 151.5537109375 - moving ave loss 187.6462669935068 step 23 - loss 145.10885620117188 - moving ave loss 183.3925259142733 step 24 - loss 138.62013244628906 - moving ave loss 178.91528656747488 Finish 8 epoch(es) step 25 - loss 132.146240234375 - moving ave loss 174.2383819341649 step 26 - loss 125.55990600585938 - moving ave loss 169.37053434133435 step 27 - loss 119.14955139160156 - moving ave loss 164.3484360463611 Finish 9 epoch(es) step 28 - loss 112.75473022460938 - moving ave loss 159.18906546418592 step 29 - loss 106.25901794433594 - moving ave loss 153.89606071220092 step 30 - loss 100.0159912109375 - moving ave loss 148.50805376207458 Finish 10 epoch(es) step 31 - loss 94.1761703491211 - moving ave loss 143.07486542077922 step 32 - loss 88.11930847167969 - moving ave loss 137.57930972586925 step 33 - loss 82.71263122558594 - moving ave loss 132.0926418758409 Finish 11 epoch(es) step 34 - loss 77.2715072631836 - moving ave loss 126.61052841457519 step 35 - loss 72.41796875 - moving ave loss 121.19127244811767 step 36 - loss 67.24971008300781 - moving ave loss 115.79711621160669 Finish 12 epoch(es) step 37 - loss 62.831233978271484 - moving ave loss 110.50052798827318 step 38 - loss 58.43474578857422 - moving ave loss 105.29394976830329 step 39 - loss 54.44430923461914 - moving ave loss 100.20898571493487 Finish 13 epoch(es) step 40 - loss 50.620941162109375 - moving ave loss 95.25018125965232 step 41 - loss 47.085758209228516 - moving ave loss 90.43373895460994 step 42 - loss 43.776607513427734 - moving ave loss 85.76802581049172 Finish 14 epoch(es) step 43 - loss 40.54959487915039 - moving ave loss 81.2461827173576 step 44 - loss 37.81620788574219 - moving ave loss 76.90318523419606 step 45 - loss 35.2822265625 - moving ave loss 72.74108936702645 Finish 15 epoch(es) step 46 - loss 32.90826416015625 - moving ave loss 68.75780684633942 step 47 - loss 30.21713638305664 - moving ave loss 64.90373980001115 step 48 - loss 28.30856704711914 - moving ave loss 61.24422252472195 Finish 16 epoch(es) step 49 - loss 26.359989166259766 - moving ave loss 57.755799188875734 step 50 - loss 24.69232177734375 - moving ave loss 54.44945144772254 step 51 - loss 22.690275192260742 - moving ave loss 51.273533822176354 Finish 17 epoch(es) step 52 - loss 21.416854858398438 - moving ave loss 48.28786592579856 step 53 - loss 19.991226196289062 - moving ave loss 45.45820195284762 step 54 - loss 18.75444793701172 - moving ave loss 42.787826551264025 Finish 18 epoch(es) step 55 - loss 17.564756393432617 - moving ave loss 40.26551953548089 step 56 - loss 16.428356170654297 - moving ave loss 37.881803198998234 step 57 - loss 15.707198143005371 - moving ave loss 35.66434269339895 Finish 19 epoch(es) step 58 - loss 14.62567138671875 - moving ave loss 33.56047556273093 step 59 - loss 13.764941215515137 - moving ave loss 31.580922128009348 step 60 - loss 12.76961898803711 - moving ave loss 29.699791814012126 Finish 20 epoch(es) step 61 - loss 12.020381927490234 - moving ave loss 27.931850825359938 step 62 - loss 11.448339462280273 - moving ave loss 26.283499689051972 step 63 - loss 10.694930076599121 - moving ave loss 24.724642727806685 Finish 21 epoch(es) step 64 - loss 10.121282577514648 - moving ave loss 23.26430671277748 step 65 - loss 9.646352767944336 - moving ave loss 21.902511318294163 step 66 - loss 9.198162078857422 - moving ave loss 20.632076394350488 Finish 22 epoch(es) step 67 - loss 8.730903625488281 - moving ave loss 19.44195911746427 step 68 - loss 8.492650985717773 - moving ave loss 18.34702830428962 step 69 - loss 7.81937313079834 - moving ave loss 17.29426278694049 Finish 23 epoch(es) step 70 - loss 7.446242332458496 - moving ave loss 16.30946074149229 step 71 - loss 7.253482818603516 - moving ave loss 15.403862949203415 step 72 - loss 6.960260391235352 - moving ave loss 14.559502693406609 Finish 24 epoch(es) step 73 - loss 6.531544208526611 - moving ave loss 13.75670684491861 step 74 - loss 6.426097869873047 - moving ave loss 13.023645947414053 step 75 - loss 6.161829948425293 - moving ave loss 12.337464347515176 Finish 25 epoch(es) step 76 - loss 5.944025993347168 - moving ave loss 11.698120512098377 step 77 - loss 5.86827278137207 - moving ave loss 11.115135739025748 step 78 - loss 5.215719699859619 - moving ave loss 10.525194135109135 Finish 26 epoch(es) step 79 - loss 5.765562534332275 - moving ave loss 10.04923097503145 step 80 - loss 5.047917366027832 - moving ave loss 9.549099614131089 step 81 - loss 4.735367298126221 - moving ave loss 9.067726382530603 Finish 27 epoch(es) step 82 - loss 4.863859176635742 - moving ave loss 8.647339661941118 step 83 - loss 4.737672805786133 - moving ave loss 8.256372976325618 step 84 - loss 4.663575172424316 - moving ave loss 7.897093195935488 Finish 28 epoch(es) step 85 - loss 4.5113606452941895 - moving ave loss 7.558519940871359 step 86 - loss 4.567098617553711 - moving ave loss 7.259377808539594 step 87 - loss 4.077981472015381 - moving ave loss 6.9412381748871725 Finish 29 epoch(es) step 88 - loss 4.554884910583496 - moving ave loss 6.702602848456805 step 89 - loss 3.891930103302002 - moving ave loss 6.421535573941325 step 90 - loss 4.056396484375 - moving ave loss 6.185021664984693 Finish 30 epoch(es) step 91 - loss 3.9767937660217285 - moving ave loss 5.964198875088396 step 92 - loss 3.7281675338745117 - moving ave loss 5.740595740967008 step 93 - loss 3.7979416847229004 - moving ave loss 5.546330335342597 Finish 31 epoch(es) step 94 - loss 3.772998094558716 - moving ave loss 5.368997111264209 step 95 - loss 3.855008602142334 - moving ave loss 5.2175982603520215 step 96 - loss 3.502277374267578 - moving ave loss 5.046066171743577 Finish 32 epoch(es) step 97 - loss 3.41222882270813 - moving ave loss 4.882682436840033 step 98 - loss 3.682684898376465 - moving ave loss 4.762682682993676 step 99 - loss 3.4850900173187256 - moving ave loss 4.63492341642618 Finish 33 epoch(es) step 100 - loss 3.454184055328369 - moving ave loss 4.5168494803164 step 101 - loss 3.2761614322662354 - moving ave loss 4.392780675511383 step 102 - loss 3.387615203857422 - moving ave loss 4.292264128345987 Finish 34 epoch(es) step 103 - loss 3.167870044708252 - moving ave loss 4.179824719982213 step 104 - loss 3.4554648399353027 - moving ave loss 4.107388731977522 step 105 - loss 3.373276710510254 - moving ave loss 4.033977529830795 Finish 35 epoch(es) step 106 - loss 3.4679179191589355 - moving ave loss 3.9773715687636093 step 107 - loss 3.3357582092285156 - moving ave loss 3.9132102328101 step 108 - loss 3.3543272018432617 - moving ave loss 3.8573219297134163 Finish 36 epoch(es) step 109 - loss 3.259795665740967 - moving ave loss 3.7975693033161715 step 110 - loss 4.990332126617432 - moving ave loss 3.9168455856462976 step 111 - loss 3.4034996032714844 - moving ave loss 3.8655109874088165 Finish 37 epoch(es) step 112 - loss 3.6628453731536865 - moving ave loss 3.845244425983304 step 113 - loss 2.9650092124938965 - moving ave loss 3.757220904634363 step 114 - loss 3.280674695968628 - moving ave loss 3.7095662837677894 Finish 38 epoch(es) step 115 - loss 3.2281641960144043 - moving ave loss 3.661426074992451 step 116 - loss 2.8901710510253906 - moving ave loss 3.584300572595745 step 117 - loss 2.911139488220215 - moving ave loss 3.516984464158192 Finish 39 epoch(es) step 118 - loss 2.8919715881347656 - moving ave loss 3.4544831765558497 step 119 - loss 2.8468737602233887 - moving ave loss 3.393722234922604 step 120 - loss 3.016502857208252 - moving ave loss 3.356000297151169 Finish 40 epoch(es) step 121 - loss 2.6701550483703613 - moving ave loss 3.287415772273088 step 122 - loss 3.2928409576416016 - moving ave loss 3.2879582908099394 step 123 - loss 2.806156873703003 - moving ave loss 3.2397781490992457 Finish 41 epoch(es) step 124 - loss 2.8110508918762207 - moving ave loss 3.196905423376943 step 125 - loss 2.944063663482666 - moving ave loss 3.1716212473875154 Checkpoint at step 125 step 126 - loss 2.9681942462921143 - moving ave loss 3.1512785472779754 Finish 42 epoch(es) step 127 - loss 2.6583499908447266 - moving ave loss 3.101985691634651 step 128 - loss 2.7973873615264893 - moving ave loss 3.071525858623835 step 129 - loss 3.262016773223877 - moving ave loss 3.0905749500838393 Finish 43 epoch(es) step 130 - loss 2.800511360168457 - moving ave loss 3.061568591092301 step 131 - loss 3.079710006713867 - moving ave loss 3.063382732654458 step 132 - loss 2.9550909996032715 - moving ave loss 3.0525535593493394 Finish 44 epoch(es) step 133 - loss 2.9209165573120117 - moving ave loss 3.0393898591456066 step 134 - loss 2.7461791038513184 - moving ave loss 3.0100687836161777 step 135 - loss 3.0642237663269043 - moving ave loss 3.0154842818872503 Finish 45 epoch(es) step 136 - loss 2.8950600624084473 - moving ave loss 3.00344185993937 step 137 - loss 3.0521812438964844 - moving ave loss 3.0083157983350812 step 138 - loss 2.747647762298584 - moving ave loss 2.9822489947314317 Finish 46 epoch(es) step 139 - loss 2.597365379333496 - moving ave loss 2.9437606331916384 step 140 - loss 2.888051748275757 - moving ave loss 2.93818974470005 step 141 - loss 3.014432907104492 - moving ave loss 2.9458140609404944 Finish 47 epoch(es) step 142 - loss 2.8531265258789062 - moving ave loss 2.9365453074343355 step 143 - loss 2.8440065383911133 - moving ave loss 2.9272914305300137 step 144 - loss 2.7393736839294434 - moving ave loss 2.9084996558699565 Finish 48 epoch(es) step 145 - loss 2.758706569671631 - moving ave loss 2.8935203472501243 step 146 - loss 3.0400805473327637 - moving ave loss 2.9081763672583882 step 147 - loss 2.7425334453582764 - moving ave loss 2.891612075068377 Finish 49 epoch(es) step 148 - loss 2.7733993530273438 - moving ave loss 2.879790802864274 step 149 - loss 2.8645873069763184 - moving ave loss 2.8782704532754786 step 150 - loss 2.8442604541778564 - moving ave loss 2.8748694533657164 Finish 50 epoch(es) step 151 - loss 2.9749093055725098 - moving ave loss 2.884873438586396 step 152 - loss 2.633604049682617 - moving ave loss 2.859746499696018 step 153 - loss 2.5175161361694336 - moving ave loss 2.8255234633433597 Finish 51 epoch(es) step 154 - loss 3.0810632705688477 - moving ave loss 2.8510774440659086 step 155 - loss 2.738656520843506 - moving ave loss 2.8398353517436687 step 156 - loss 2.8629069328308105 - moving ave loss 2.842142509852383 Finish 52 epoch(es) step 157 - loss 2.994194507598877 - moving ave loss 2.857347709627032 step 158 - loss 2.834293842315674 - moving ave loss 2.8550423228958963 step 159 - loss 2.653899908065796 - moving ave loss 2.8349280814128863 Finish 53 epoch(es) step 160 - loss 2.7795631885528564 - moving ave loss 2.8293915921268837 step 161 - loss 2.806002140045166 - moving ave loss 2.827052646918712 step 162 - loss 2.7402405738830566 - moving ave loss 2.8183714396151465 Finish 54 epoch(es) step 163 - loss 2.8567287921905518 - moving ave loss 2.822207174872687 step 164 - loss 2.5013198852539062 - moving ave loss 2.790118445910809 step 165 - loss 2.967578411102295 - moving ave loss 2.8078644424299575 Finish 55 epoch(es) step 166 - loss 2.785543918609619 - moving ave loss 2.805632390047924 step 167 - loss 3.08025860786438 - moving ave loss 2.8330950118295695 step 168 - loss 2.5096917152404785 - moving ave loss 2.8007546821706604 Finish 56 epoch(es) step 169 - loss 2.883397102355957 - moving ave loss 2.80901892418919 step 170 - loss 2.5268125534057617 - moving ave loss 2.7807982871108474 step 171 - loss 2.869381904602051 - moving ave loss 2.789656648859968 Finish 57 epoch(es) step 172 - loss 2.8710880279541016 - moving ave loss 2.797799786769381 step 173 - loss 2.9556961059570312 - moving ave loss 2.8135894186881463 step 174 - loss 2.635676860809326 - moving ave loss 2.7957981629002644 Finish 58 epoch(es) step 175 - loss 3.119654655456543 - moving ave loss 2.8281838121558924 step 176 - loss 2.5942325592041016 - moving ave loss 2.8047886868607135 step 177 - loss 2.5791943073272705 - moving ave loss 2.7822292489073694 Finish 59 epoch(es) step 178 - loss 2.9773178100585938 - moving ave loss 2.801738105022492 step 179 - loss 3.0320839881896973 - moving ave loss 2.824772693339212 step 180 - loss 2.856428623199463 - moving ave loss 2.8279382863252374 Finish 60 epoch(es) step 181 - loss 2.8289451599121094 - moving ave loss 2.8280389736839244 step 182 - loss 2.656632661819458 - moving ave loss 2.810898342497478 step 183 - loss 2.613060235977173 - moving ave loss 2.7911145318454476 Finish 61 epoch(es) step 184 - loss 3.0808849334716797 - moving ave loss 2.820091572008071 step 185 - loss 2.7571194171905518 - moving ave loss 2.813794356526319 step 186 - loss 2.491184711456299 - moving ave loss 2.7815333920193166 Finish 62 epoch(es) step 187 - loss 2.588081121444702 - moving ave loss 2.7621881649618554 step 188 - loss 2.5300536155700684 - moving ave loss 2.738974710022677 step 189 - loss 3.1494030952453613 - moving ave loss 2.7800175485449454 Finish 63 epoch(es) step 190 - loss 3.067209005355835 - moving ave loss 2.8087366942260346 step 191 - loss 2.5746445655822754 - moving ave loss 2.7853274813616586 step 192 - loss 3.0027971267700195 - moving ave loss 2.807074445902495 Finish 64 epoch(es) step 193 - loss 2.837876796722412 - moving ave loss 2.810154680984487 step 194 - loss 2.8127946853637695 - moving ave loss 2.8104186814224152 step 195 - loss 2.8071460723876953 - moving ave loss 2.8100914205189436 Finish 65 epoch(es) step 196 - loss 2.8345534801483154 - moving ave loss 2.812537626481881 step 197 - loss 2.827375650405884 - moving ave loss 2.8140214288742813 step 198 - loss 2.65511417388916 - moving ave loss 2.798130703375769 Finish 66 epoch(es) step 199 - loss 2.605802536010742 - moving ave loss 2.7788978866392666 step 200 - loss 2.9423463344573975 - moving ave loss 2.7952427314210797 step 201 - loss 2.5704469680786133 - moving ave loss 2.772763155086833 Finish 67 epoch(es) step 202 - loss 3.0220563411712646 - moving ave loss 2.7976924736952764 step 203 - loss 2.6651289463043213 - moving ave loss 2.784436120956181 step 204 - loss 2.493959426879883 - moving ave loss 2.7553884515485514 Finish 68 epoch(es) step 205 - loss 2.5959362983703613 - moving ave loss 2.7394432362307324 step 206 - loss 2.7164974212646484 - moving ave loss 2.737148654734124 step 207 - loss 2.4578795433044434 - moving ave loss 2.709221743591156 Finish 69 epoch(es) step 208 - loss 2.6460838317871094 - moving ave loss 2.7029079524107513 step 209 - loss 2.803814649581909 - moving ave loss 2.7129986221278672 step 210 - loss 2.5119881629943848 - moving ave loss 2.692897576214519 Finish 70 epoch(es) step 211 - loss 2.2266640663146973 - moving ave loss 2.646274225224537 step 212 - loss 3.0749895572662354 - moving ave loss 2.689145758428707 step 213 - loss 3.0314698219299316 - moving ave loss 2.723378164778829 Finish 71 epoch(es) step 214 - loss 2.9129180908203125 - moving ave loss 2.7423321573829775 step 215 - loss 2.5006608963012695 - moving ave loss 2.7181650312748067 step 216 - loss 2.814767837524414 - moving ave loss 2.7278253118997675 Finish 72 epoch(es) step 217 - loss 2.735844612121582 - moving ave loss 2.728627241921949 step 218 - loss 2.578152656555176 - moving ave loss 2.7135797833852715 step 219 - loss 2.450432777404785 - moving ave loss 2.687265082787223 Finish 73 epoch(es) step 220 - loss 2.540804147720337 - moving ave loss 2.6726189892805343 step 221 - loss 2.6497411727905273 - moving ave loss 2.6703312076315338 step 222 - loss 2.8320648670196533 - moving ave loss 2.6865045735703457 Finish 74 epoch(es) step 223 - loss 2.7348599433898926 - moving ave loss 2.6913401105523005 step 224 - loss 2.679169178009033 - moving ave loss 2.690123017297974 step 225 - loss 2.369920253753662 - moving ave loss 2.658102740943543 Finish 75 epoch(es) step 226 - loss 2.2960591316223145 - moving ave loss 2.62189838001142 step 227 - loss 2.2962074279785156 - moving ave loss 2.5893292848081293 step 228 - loss 2.7376914024353027 - moving ave loss 2.6041654965708467 Finish 76 epoch(es) step 229 - loss 2.09525203704834 - moving ave loss 2.5532741506185963 step 230 - loss 2.1950273513793945 - moving ave loss 2.517449470694676 step 231 - loss 2.68806529045105 - moving ave loss 2.5345110526703136 Finish 77 epoch(es) step 232 - loss 2.8734617233276367 - moving ave loss 2.568406119736046 step 233 - loss 2.783407211303711 - moving ave loss 2.5899062288928123 step 234 - 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