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train_info4000.log
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INFO:root:The followings are train results:
INFO:root:Epoch: 0
INFO:root:Epoch: 0 | update_interval: 0.8430674076080322 s | rate: 5.406680583953857 | distortion(mse): 0.1479562222957611 | rd_loss: 597.2315673828125
INFO:root:Epoch: 0 | update_interval: 0.5569727182388305 s | rate: 5.400302410125732 | distortion(mse): 0.10299594700336456 | rd_loss: 417.38409423828125
INFO:root:Epoch: 0 | update_interval: 0.4617014249165853 s | rate: 5.393777847290039 | distortion(mse): 0.08323778957128525 | rd_loss: 338.3449401855469
INFO:root:Epoch: 0 | update_interval: 0.41440476179122926 s | rate: 5.387304782867432 | distortion(mse): 0.07162505388259888 | rd_loss: 291.8875427246094
INFO:root:Epoch: 0 | update_interval: 0.38622325897216797 s | rate: 5.380873680114746 | distortion(mse): 0.06342346966266632 | rd_loss: 259.0747375488281
INFO:root:Epoch: 0 | update_interval: 0.3672882239023844 s | rate: 5.374467372894287 | distortion(mse): 0.058636244386434555 | rd_loss: 239.91944885253906
INFO:root:Epoch: 0 | update_interval: 0.3536414214542934 s | rate: 5.368084907531738 | distortion(mse): 0.054960865527391434 | rd_loss: 225.2115478515625
INFO:root:Epoch: 0 | update_interval: 0.34368752837181094 s | rate: 5.361733913421631 | distortion(mse): 0.05156468227505684 | rd_loss: 211.62046813964844
INFO:root:Epoch: 0 | update_interval: 0.33581863509284127 s | rate: 5.355382919311523 | distortion(mse): 0.04839080199599266 | rd_loss: 198.91860961914062
INFO:root:Epoch: 0 | update_interval: 0.3296392631530762 s | rate: 5.349042892456055 | distortion(mse): 0.045500028878450394 | rd_loss: 187.34918212890625
INFO:root:Epoch: 0 | update_interval: 0.3246312574906783 s | rate: 5.342714309692383 | distortion(mse): 0.04319564253091812 | rd_loss: 178.12527465820312
INFO:root:Epoch: 0 | update_interval: 0.32039215564727785 s | rate: 5.33638858795166 | distortion(mse): 0.041031334549188614 | rd_loss: 169.46173095703125
INFO:root:Epoch: 0 | update_interval: 0.31676494158231294 s | rate: 5.330068111419678 | distortion(mse): 0.03911161795258522 | rd_loss: 161.7765655517578
INFO:root:Epoch: 0 | update_interval: 0.3137899943760463 s | rate: 5.323760986328125 | distortion(mse): 0.03744105249643326 | rd_loss: 155.08799743652344
INFO:root:Epoch: 0 | update_interval: 0.31108171463012696 s | rate: 5.317462921142578 | distortion(mse): 0.03595642000436783 | rd_loss: 149.14317321777344
INFO:root:Epoch: 0 | update_interval: 0.30876378118991854 s | rate: 5.311171531677246 | distortion(mse): 0.03467719629406929 | rd_loss: 144.0199737548828
INFO:root:Epoch: 0 | update_interval: 0.3067330753102022 s | rate: 5.304888725280762 | distortion(mse): 0.03353392332792282 | rd_loss: 139.44061279296875
INFO:root:Epoch: 0 | update_interval: 0.30498975118001304 s | rate: 5.298614501953125 | distortion(mse): 0.032442279160022736 | rd_loss: 135.0677490234375
INFO:root:Epoch: 1
INFO:root:Epoch: 1 | update_interval: 0.3289121125873766 s | rate: 5.2923455238342285 | distortion(mse): 0.03144621476531029 | rd_loss: 131.07723999023438
INFO:root:Epoch: 1 | update_interval: 0.3263059687614441 s | rate: 5.286074638366699 | distortion(mse): 0.03053533099591732 | rd_loss: 127.42742156982422
INFO:root:Epoch: 1 | update_interval: 0.3238590263185047 s | rate: 5.279813766479492 | distortion(mse): 0.029771694913506508 | rd_loss: 124.36662292480469
INFO:root:Epoch: 1 | update_interval: 0.321713586287065 s | rate: 5.273556232452393 | distortion(mse): 0.028993872925639153 | rd_loss: 121.24908447265625
INFO:root:Epoch: 1 | update_interval: 0.3196989411893098 s | rate: 5.267301559448242 | distortion(mse): 0.0282529778778553 | rd_loss: 118.27926635742188
INFO:root:Epoch: 1 | update_interval: 0.31782573262850444 s | rate: 5.261053085327148 | distortion(mse): 0.027575714513659477 | rd_loss: 115.56397247314453
INFO:root:Epoch: 1 | update_interval: 0.31610168266296385 s | rate: 5.254813194274902 | distortion(mse): 0.026987332850694656 | rd_loss: 113.2042007446289
INFO:root:Epoch: 1 | update_interval: 0.3145049076813918 s | rate: 5.248579502105713 | distortion(mse): 0.026453252881765366 | rd_loss: 111.0616455078125
INFO:root:Epoch: 1 | update_interval: 0.3131342852557147 s | rate: 5.24234676361084 | distortion(mse): 0.025997338816523552 | rd_loss: 109.23175048828125
INFO:root:Epoch: 1 | update_interval: 0.31168396302631923 s | rate: 5.236114978790283 | distortion(mse): 0.02553516812622547 | rd_loss: 107.37684631347656
INFO:root:Epoch: 1 | update_interval: 0.3103091289257181 s | rate: 5.229884624481201 | distortion(mse): 0.02504253014922142 | rd_loss: 105.40006256103516
INFO:root:Epoch: 1 | update_interval: 0.3091062037150065 s | rate: 5.223664283752441 | distortion(mse): 0.024626167491078377 | rd_loss: 103.7283935546875
INFO:root:Epoch: 1 | update_interval: 0.3079287067536385 s | rate: 5.217445373535156 | distortion(mse): 0.024202287197113037 | rd_loss: 102.02664947509766
INFO:root:Epoch: 1 | update_interval: 0.30687849670648576 s | rate: 5.211230754852295 | distortion(mse): 0.02376992255449295 | rd_loss: 100.29097747802734
INFO:root:Epoch: 1 | update_interval: 0.3058989799383915 s | rate: 5.205024719238281 | distortion(mse): 0.02341805025935173 | rd_loss: 98.87727355957031
INFO:root:Epoch: 1 | update_interval: 0.3049212806365069 s | rate: 5.198822975158691 | distortion(mse): 0.023047972470521927 | rd_loss: 97.39075469970703
INFO:root:Epoch: 1 | update_interval: 0.3040610436030797 s | rate: 5.192625522613525 | distortion(mse): 0.022727511823177338 | rd_loss: 96.10271453857422
INFO:root:Epoch: 1 | update_interval: 0.3032111896408929 s | rate: 5.186432838439941 | distortion(mse): 0.022387804463505745 | rd_loss: 94.73768615722656
INFO:root:Epoch: 1 | update_interval: 0.3024028674976246 s | rate: 5.180244445800781 | distortion(mse): 0.0220644511282444 | rd_loss: 93.43810272216797
INFO:root:Epoch: 2
INFO:root:Epoch: 2 | update_interval: 0.31377332837958083 s | rate: 5.174063682556152 | distortion(mse): 0.021778592839837074 | rd_loss: 92.28846740722656
INFO:root:Epoch: 2 | update_interval: 0.31279403613163875 s | rate: 5.167881488800049 | distortion(mse): 0.021456433460116386 | rd_loss: 90.99364471435547
INFO:root:Epoch: 2 | update_interval: 0.31184585332870485 s | rate: 5.161710262298584 | distortion(mse): 0.02119525894522667 | rd_loss: 89.94276428222656
INFO:root:Epoch: 2 | update_interval: 0.3109636795230028 s | rate: 5.155539512634277 | distortion(mse): 0.0209156833589077 | rd_loss: 88.81828308105469
INFO:root:Epoch: 2 | update_interval: 0.3101055667513893 s | rate: 5.1493730545043945 | distortion(mse): 0.02064572088420391 | rd_loss: 87.7322769165039
INFO:root:Epoch: 2 | update_interval: 0.30932847732721375 s | rate: 5.143209934234619 | distortion(mse): 0.020405177026987076 | rd_loss: 86.76393127441406
INFO:root:Epoch: 2 | update_interval: 0.3086137099699541 s | rate: 5.137058258056641 | distortion(mse): 0.02016560174524784 | rd_loss: 85.79947662353516
INFO:root:Epoch: 2 | update_interval: 0.307884005440606 s | rate: 5.130908966064453 | distortion(mse): 0.01995212398469448 | rd_loss: 84.93942260742188
INFO:root:Epoch: 2 | update_interval: 0.3071699567463087 s | rate: 5.1247639656066895 | distortion(mse): 0.01975775882601738 | rd_loss: 84.15582275390625
INFO:root:Epoch: 2 | update_interval: 0.30649375915527344 s | rate: 5.118622779846191 | distortion(mse): 0.019554583355784416 | rd_loss: 83.33698272705078
INFO:root:Epoch: 2 | update_interval: 0.3058532327413559 s | rate: 5.112482070922852 | distortion(mse): 0.019348539412021637 | rd_loss: 82.50667572021484
INFO:root:Epoch: 2 | update_interval: 0.3052813267221256 s | rate: 5.106350898742676 | distortion(mse): 0.0191624965518713 | rd_loss: 81.7563705444336
INFO:root:Epoch: 2 | update_interval: 0.3046444673538208 s | rate: 5.100221633911133 | distortion(mse): 0.01897268183529377 | rd_loss: 80.9909896850586
INFO:root:Epoch: 2 | update_interval: 0.3040419335458793 s | rate: 5.094095706939697 | distortion(mse): 0.018782159313559532 | rd_loss: 80.22276306152344
INFO:root:Epoch: 2 | update_interval: 0.30345934812839215 s | rate: 5.087977886199951 | distortion(mse): 0.018633311614394188 | rd_loss: 79.62126159667969
INFO:root:Epoch: 2 | update_interval: 0.30294510193590846 s | rate: 5.081866264343262 | distortion(mse): 0.01845896989107132 | rd_loss: 78.91777801513672
INFO:root:Epoch: 2 | update_interval: 0.3024214276561031 s | rate: 5.075756072998047 | distortion(mse): 0.018295375630259514 | rd_loss: 78.25728607177734
INFO:root:Epoch: 2 | update_interval: 0.3018937873840332 s | rate: 5.06965446472168 | distortion(mse): 0.018132392317056656 | rd_loss: 77.59925079345703
INFO:root:Epoch: 2 | update_interval: 0.3013783233506339 s | rate: 5.0635552406311035 | distortion(mse): 0.017961055040359497 | rd_loss: 76.90780639648438
INFO:root:Epoch: 3
INFO:root:Epoch: 3 | update_interval: 0.30897900598090994 s | rate: 5.057464122772217 | distortion(mse): 0.017818499356508255 | rd_loss: 76.33148193359375
INFO:root:Epoch: 3 | update_interval: 0.30837794501205973 s | rate: 5.051372051239014 | distortion(mse): 0.01765429973602295 | rd_loss: 75.66859436035156
INFO:root:Epoch: 3 | update_interval: 0.30778313652943756 s | rate: 5.045292377471924 | distortion(mse): 0.01752159185707569 | rd_loss: 75.13167572021484
INFO:root:Epoch: 3 | update_interval: 0.307262970606486 s | rate: 5.039212226867676 | distortion(mse): 0.017358727753162384 | rd_loss: 74.47415924072266
INFO:root:Epoch: 3 | update_interval: 0.30679215055997255 s | rate: 5.033137321472168 | distortion(mse): 0.017205800861120224 | rd_loss: 73.85636901855469
INFO:root:Epoch: 3 | update_interval: 0.3062627500103366 s | rate: 5.027070045471191 | distortion(mse): 0.017073094844818115 | rd_loss: 73.3194808959961
INFO:root:Epoch: 3 | update_interval: 0.3057921084146651 s | rate: 5.021010398864746 | distortion(mse): 0.016933131963014603 | rd_loss: 72.75357055664062
INFO:root:Epoch: 3 | update_interval: 0.30531770661473273 s | rate: 5.014954566955566 | distortion(mse): 0.016819912940263748 | rd_loss: 72.29463958740234
INFO:root:Epoch: 3 | update_interval: 0.30485339311453014 s | rate: 5.008901119232178 | distortion(mse): 0.016707371920347214 | rd_loss: 71.83840942382812
INFO:root:Epoch: 3 | update_interval: 0.3043907223325787 s | rate: 5.0028510093688965 | distortion(mse): 0.01659027300775051 | rd_loss: 71.36396789550781
INFO:root:Epoch: 3 | update_interval: 0.3039245911498568 s | rate: 4.996805191040039 | distortion(mse): 0.016462568193674088 | rd_loss: 70.84709167480469
INFO:root:Epoch: 3 | update_interval: 0.3034867419916041 s | rate: 4.990767478942871 | distortion(mse): 0.01635015942156315 | rd_loss: 70.39141082763672
INFO:root:Epoch: 3 | update_interval: 0.30308395261349885 s | rate: 4.9847307205200195 | distortion(mse): 0.016231397166848183 | rd_loss: 69.91031646728516
INFO:root:Epoch: 3 | update_interval: 0.30270310878753665 s | rate: 4.978698253631592 | distortion(mse): 0.016109300777316093 | rd_loss: 69.4158935546875
INFO:root:Epoch: 3 | update_interval: 0.30234119791380115 s | rate: 4.972677707672119 | distortion(mse): 0.01601237989962101 | rd_loss: 69.02218627929688
INFO:root:Epoch: 3 | update_interval: 0.3019912739594777 s | rate: 4.966660499572754 | distortion(mse): 0.01589755155146122 | rd_loss: 68.5568618774414
INFO:root:Epoch: 3 | update_interval: 0.3016215801239014 s | rate: 4.960643768310547 | distortion(mse): 0.015804920345544815 | rd_loss: 68.1803207397461
INFO:root:Epoch: 3 | update_interval: 0.30130549057109934 s | rate: 4.954638481140137 | distortion(mse): 0.015696140006184578 | rd_loss: 67.73918914794922
INFO:root:Epoch: 3 | update_interval: 0.30098846117655437 s | rate: 4.948634624481201 | distortion(mse): 0.015603686682879925 | rd_loss: 67.36337280273438
INFO:root:Epoch: 4
INFO:root:Epoch: 4 | update_interval: 0.3066178742207979 s | rate: 4.942639350891113 | distortion(mse): 0.01552450843155384 | rd_loss: 67.04065704345703
INFO:root:Epoch: 4 | update_interval: 0.3062138148716518 s | rate: 4.9366455078125 | distortion(mse): 0.015453231520950794 | rd_loss: 66.74956512451172
INFO:root:Epoch: 4 | update_interval: 0.30582780776879726 s | rate: 4.930659770965576 | distortion(mse): 0.015418749302625656 | rd_loss: 66.60564422607422
INFO:root:Epoch: 4 | update_interval: 0.30545714112776745 s | rate: 4.924676895141602 | distortion(mse): 0.015353403054177761 | rd_loss: 66.33827209472656
INFO:root:Epoch: 4 | update_interval: 0.3050945365428925 s | rate: 4.918697834014893 | distortion(mse): 0.015267616137862206 | rd_loss: 65.98915100097656
INFO:root:Epoch: 4 | update_interval: 0.3047639840914879 s | rate: 4.912728309631348 | distortion(mse): 0.015202956274151802 | rd_loss: 65.72454833984375
INFO:root:Epoch: 4 | update_interval: 0.3043967159782968 s | rate: 4.906762599945068 | distortion(mse): 0.015142833814024925 | rd_loss: 65.47808837890625
INFO:root:Epoch: 4 | update_interval: 0.3040419210870582 s | rate: 4.900802135467529 | distortion(mse): 0.015071991831064224 | rd_loss: 65.18875885009766
INFO:root:Epoch: 4 | update_interval: 0.3037217929249718 s | rate: 4.894843101501465 | distortion(mse): 0.015007470734417439 | rd_loss: 64.92471313476562
INFO:root:Epoch: 4 | update_interval: 0.3033816505880917 s | rate: 4.888885974884033 | distortion(mse): 0.01492268405854702 | rd_loss: 64.5796127319336
INFO:root:Epoch: 4 | update_interval: 0.3030797564706137 s | rate: 4.882935047149658 | distortion(mse): 0.01484238263219595 | rd_loss: 64.25244903564453
INFO:root:Epoch: 4 | update_interval: 0.3027837281939627 s | rate: 4.876991271972656 | distortion(mse): 0.014761688187718391 | rd_loss: 63.92372512817383
INFO:root:Epoch: 4 | update_interval: 0.30248356082222677 s | rate: 4.871046543121338 | distortion(mse): 0.014672012999653816 | rd_loss: 63.559085845947266
INFO:root:Epoch: 4 | update_interval: 0.3022039295582289 s | rate: 4.8651123046875 | distortion(mse): 0.014589360915124416 | rd_loss: 63.2225456237793
INFO:root:Epoch: 4 | update_interval: 0.30189841270446777 s | rate: 4.859182834625244 | distortion(mse): 0.014511005021631718 | rd_loss: 62.90319061279297
INFO:root:Epoch: 4 | update_interval: 0.30160521832141246 s | rate: 4.85325813293457 | distortion(mse): 0.01443622075021267 | rd_loss: 62.5981330871582
INFO:root:Epoch: 4 | update_interval: 0.3013369124868642 s | rate: 4.847334861755371 | distortion(mse): 0.014359427616000175 | rd_loss: 62.285037994384766
INFO:root:Epoch: 4 | update_interval: 0.3010733066066619 s | rate: 4.8414225578308105 | distortion(mse): 0.014283404685556889 | rd_loss: 61.97503662109375
INFO:root:Epoch: 4 | update_interval: 0.3007883426990915 s | rate: 4.835511684417725 | distortion(mse): 0.014204440638422966 | rd_loss: 61.65326690673828
INFO:root:Epoch: 5
INFO:root:Epoch: 5 | update_interval: 0.30516156949495016 s | rate: 4.829604148864746 | distortion(mse): 0.014131511561572552 | rd_loss: 61.355648040771484
INFO:root:Epoch: 5 | update_interval: 0.30486704111099244 s | rate: 4.823704719543457 | distortion(mse): 0.01406246330589056 | rd_loss: 61.07355499267578
INFO:root:Epoch: 5 | update_interval: 0.3045953553976472 s | rate: 4.817808628082275 | distortion(mse): 0.013999252580106258 | rd_loss: 60.814815521240234
INFO:root:Epoch: 5 | update_interval: 0.3043014433919167 s | rate: 4.811915397644043 | distortion(mse): 0.013928703032433987 | rd_loss: 60.52671432495117
INFO:root:Epoch: 5 | update_interval: 0.3040343159376973 s | rate: 4.806027889251709 | distortion(mse): 0.013854593969881535 | rd_loss: 60.224395751953125
INFO:root:Epoch: 5 | update_interval: 0.30378140592575076 s | rate: 4.8001508712768555 | distortion(mse): 0.013795445673167706 | rd_loss: 59.98193359375
INFO:root:Epoch: 5 | update_interval: 0.3035178118413038 s | rate: 4.794273853302002 | distortion(mse): 0.01373613253235817 | rd_loss: 59.738807678222656
INFO:root:Epoch: 5 | update_interval: 0.3032335290721819 s | rate: 4.788407802581787 | distortion(mse): 0.013682510703802109 | rd_loss: 59.518463134765625
INFO:root:Epoch: 5 | update_interval: 0.302982276157268 s | rate: 4.782538890838623 | distortion(mse): 0.013627268373966217 | rd_loss: 59.2916145324707
INFO:root:Epoch: 5 | update_interval: 0.3027200299959916 s | rate: 4.776671409606934 | distortion(mse): 0.013560486026108265 | rd_loss: 59.01862335205078
INFO:root:Epoch: 5 | update_interval: 0.30246593384515674 s | rate: 4.77081823348999 | distortion(mse): 0.013502916321158409 | rd_loss: 58.782493591308594
INFO:root:Epoch: 5 | update_interval: 0.30220667011332963 s | rate: 4.764965534210205 | distortion(mse): 0.013438139110803604 | rd_loss: 58.51753616333008
INFO:root:Epoch: 5 | update_interval: 0.3019594905532409 s | rate: 4.759115219116211 | distortion(mse): 0.013374856673181057 | rd_loss: 58.25855255126953
INFO:root:Epoch: 5 | update_interval: 0.30172090574547095 s | rate: 4.753272533416748 | distortion(mse): 0.013314721174538136 | rd_loss: 58.01216506958008
INFO:root:Epoch: 5 | update_interval: 0.30148265296166094 s | rate: 4.747437000274658 | distortion(mse): 0.013253469951450825 | rd_loss: 57.761329650878906
INFO:root:Epoch: 5 | update_interval: 0.30126771623438053 s | rate: 4.741604804992676 | distortion(mse): 0.013198698870837688 | rd_loss: 57.536415100097656
INFO:root:Epoch: 5 | update_interval: 0.3010307574057364 s | rate: 4.735778331756592 | distortion(mse): 0.013145108707249165 | rd_loss: 57.31622314453125
INFO:root:Epoch: 5 | update_interval: 0.3008034271853311 s | rate: 4.729959487915039 | distortion(mse): 0.013083918951451778 | rd_loss: 57.065650939941406
INFO:root:Epoch: 6
INFO:root:Epoch: 6 | update_interval: 0.30438341292659793 s | rate: 4.724142551422119 | distortion(mse): 0.013024748302996159 | rd_loss: 56.82315444946289
INFO:root:Epoch: 6 | update_interval: 0.3041429540567231 s | rate: 4.71832799911499 | distortion(mse): 0.01296484936028719 | rd_loss: 56.5777473449707
INFO:root:Epoch: 6 | update_interval: 0.3039001900216807 s | rate: 4.712525367736816 | distortion(mse): 0.012911968864500523 | rd_loss: 56.36042022705078
INFO:root:Epoch: 6 | update_interval: 0.30364825396702205 s | rate: 4.706722736358643 | distortion(mse): 0.012861833907663822 | rd_loss: 56.154075622558594
INFO:root:Epoch: 6 | update_interval: 0.30340361187600684 s | rate: 4.700926303863525 | distortion(mse): 0.012810599990189075 | rd_loss: 55.943336486816406
INFO:root:Epoch: 6 | update_interval: 0.3031757645687814 s | rate: 4.695135116577148 | distortion(mse): 0.012759320437908173 | rd_loss: 55.73242950439453
INFO:root:Epoch: 6 | update_interval: 0.30296127575786175 s | rate: 4.689355850219727 | distortion(mse): 0.012709110043942928 | rd_loss: 55.52580261230469
INFO:root:Epoch: 6 | update_interval: 0.3027339136600494 s | rate: 4.683579444885254 | distortion(mse): 0.012664075940847397 | rd_loss: 55.33988952636719
INFO:root:Epoch: 6 | update_interval: 0.30252388489147847 s | rate: 4.6778106689453125 | distortion(mse): 0.012620793655514717 | rd_loss: 55.160987854003906
INFO:root:Epoch: 6 | update_interval: 0.3022910403423622 s | rate: 4.672039985656738 | distortion(mse): 0.012576539069414139 | rd_loss: 54.97820281982422
INFO:root:Epoch: 6 | update_interval: 0.3020947801388376 s | rate: 4.6662678718566895 | distortion(mse): 0.012524018064141273 | rd_loss: 54.76234817504883
INFO:root:Epoch: 6 | update_interval: 0.3018748417977364 s | rate: 4.660512447357178 | distortion(mse): 0.012478701770305634 | rd_loss: 54.57532501220703
INFO:root:Epoch: 6 | update_interval: 0.3016772521972656 s | rate: 4.65475606918335 | distortion(mse): 0.012429012916982174 | rd_loss: 54.370811462402344
INFO:root:Epoch: 6 | update_interval: 0.3014992672299582 s | rate: 4.649001121520996 | distortion(mse): 0.012375357560813427 | rd_loss: 54.15044021606445
INFO:root:Epoch: 6 | update_interval: 0.30129802020515983 s | rate: 4.6432576179504395 | distortion(mse): 0.012334613129496574 | rd_loss: 53.98172378540039
INFO:root:Epoch: 6 | update_interval: 0.30112125985324384 s | rate: 4.637521266937256 | distortion(mse): 0.012286937795579433 | rd_loss: 53.78528594970703
INFO:root:Epoch: 6 | update_interval: 0.300937678093134 s | rate: 4.6317877769470215 | distortion(mse): 0.012247692793607712 | rd_loss: 53.6225700378418
INFO:root:Epoch: 6 | update_interval: 0.3007517429498526 s | rate: 4.626059055328369 | distortion(mse): 0.012208453379571438 | rd_loss: 53.45988464355469
INFO:root:Epoch: 6 | update_interval: 0.30055579083566447 s | rate: 4.620335578918457 | distortion(mse): 0.012167290784418583 | rd_loss: 53.28951644897461
INFO:root:Epoch: 7
INFO:root:Epoch: 7 | update_interval: 0.3041542345827276 s | rate: 4.614620685577393 | distortion(mse): 0.012126805260777473 | rd_loss: 53.121856689453125
INFO:root:Epoch: 7 | update_interval: 0.30394438299021326 s | rate: 4.608901023864746 | distortion(mse): 0.01207666378468275 | rd_loss: 52.91557693481445
INFO:root:Epoch: 7 | update_interval: 0.30373715500333415 s | rate: 4.6031999588012695 | distortion(mse): 0.012034434825181961 | rd_loss: 52.74095916748047
INFO:root:Epoch: 7 | update_interval: 0.3035357266885263 s | rate: 4.597494602203369 | distortion(mse): 0.011988125741481781 | rd_loss: 52.550018310546875
INFO:root:Epoch: 7 | update_interval: 0.30332960977273826 s | rate: 4.591794967651367 | distortion(mse): 0.01194102130830288 | rd_loss: 52.35590744018555
INFO:root:Epoch: 7 | update_interval: 0.30313620532516145 s | rate: 4.586101531982422 | distortion(mse): 0.011900252662599087 | rd_loss: 52.1871337890625
INFO:root:Epoch: 7 | update_interval: 0.30293178869330367 s | rate: 4.580421447753906 | distortion(mse): 0.01185879111289978 | rd_loss: 52.01560592651367
INFO:root:Epoch: 7 | update_interval: 0.30273363161430084 s | rate: 4.574741840362549 | distortion(mse): 0.011822821572422981 | rd_loss: 51.866050720214844
INFO:root:Epoch: 7 | update_interval: 0.30255454029355733 s | rate: 4.569071292877197 | distortion(mse): 0.011787980794906616 | rd_loss: 51.72102737426758
INFO:root:Epoch: 7 | update_interval: 0.30239267890334975 s | rate: 4.5633978843688965 | distortion(mse): 0.0117509039118886 | rd_loss: 51.56704330444336
INFO:root:Epoch: 7 | update_interval: 0.30221541834549165 s | rate: 4.557724475860596 | distortion(mse): 0.01171013992279768 | rd_loss: 51.39830780029297
INFO:root:Epoch: 7 | update_interval: 0.30203685360354976 s | rate: 4.552067756652832 | distortion(mse): 0.011670996434986591 | rd_loss: 51.23607635498047
INFO:root:Epoch: 7 | update_interval: 0.3018524073892169 s | rate: 4.546408653259277 | distortion(mse): 0.01162946131080389 | rd_loss: 51.064273834228516
INFO:root:Epoch: 7 | update_interval: 0.30166748244186925 s | rate: 4.54074764251709 | distortion(mse): 0.011586627922952175 | rd_loss: 50.88728713989258
INFO:root:Epoch: 7 | update_interval: 0.3014950203568968 s | rate: 4.535104274749756 | distortion(mse): 0.011549307033419609 | rd_loss: 50.73236083984375
INFO:root:Epoch: 7 | update_interval: 0.30132221948532834 s | rate: 4.5294671058654785 | distortion(mse): 0.011509284377098083 | rd_loss: 50.5666389465332
INFO:root:Epoch: 7 | update_interval: 0.3011326174478273 s | rate: 4.523827075958252 | distortion(mse): 0.011473651975393295 | rd_loss: 50.41847229003906
INFO:root:Epoch: 7 | update_interval: 0.3009761775099991 s | rate: 4.518198013305664 | distortion(mse): 0.011436405591666698 | rd_loss: 50.263851165771484
INFO:root:Epoch: 7 | update_interval: 0.300801420211792 s | rate: 4.512568473815918 | distortion(mse): 0.011396541260182858 | rd_loss: 50.09877014160156
INFO:root:Epoch: 8
INFO:root:Epoch: 8 | update_interval: 0.30424353776388613 s | rate: 4.5069499015808105 | distortion(mse): 0.011364706791937351 | rd_loss: 49.965816497802734
INFO:root:Epoch: 8 | update_interval: 0.3040461336311541 s | rate: 4.501328468322754 | distortion(mse): 0.011325841769576073 | rd_loss: 49.804725646972656
INFO:root:Epoch: 8 | update_interval: 0.30386309280894164 s | rate: 4.495728015899658 | distortion(mse): 0.011296822689473629 | rd_loss: 49.683048248291016
INFO:root:Epoch: 8 | update_interval: 0.30367981551529527 s | rate: 4.49011754989624 | distortion(mse): 0.011258776299655437 | rd_loss: 49.5252571105957
INFO:root:Epoch: 8 | update_interval: 0.3035050792078818 s | rate: 4.484517574310303 | distortion(mse): 0.011221563443541527 | rd_loss: 49.37080764770508
INFO:root:Epoch: 8 | update_interval: 0.3033345995805202 s | rate: 4.4789299964904785 | distortion(mse): 0.01118949893862009 | rd_loss: 49.23696517944336
INFO:root:Epoch: 8 | update_interval: 0.30317274871145844 s | rate: 4.473351001739502 | distortion(mse): 0.011156017892062664 | rd_loss: 49.097469329833984
INFO:root:Epoch: 8 | update_interval: 0.303016935119146 s | rate: 4.467776775360107 | distortion(mse): 0.01112808845937252 | rd_loss: 48.98018264770508
INFO:root:Epoch: 8 | update_interval: 0.30285300098875034 s | rate: 4.462204933166504 | distortion(mse): 0.011098791845142841 | rd_loss: 48.857418060302734
INFO:root:Epoch: 8 | update_interval: 0.30269073605537417 s | rate: 4.456631183624268 | distortion(mse): 0.011067378334701061 | rd_loss: 48.72618865966797
INFO:root:Epoch: 8 | update_interval: 0.30254255200024716 s | rate: 4.451061725616455 | distortion(mse): 0.011032016947865486 | rd_loss: 48.57917785644531
INFO:root:Epoch: 8 | update_interval: 0.3023770311732351 s | rate: 4.445505142211914 | distortion(mse): 0.011000873520970345 | rd_loss: 48.44904327392578
INFO:root:Epoch: 8 | update_interval: 0.3022101065863861 s | rate: 4.439943313598633 | distortion(mse): 0.010965836234390736 | rd_loss: 48.30332946777344
INFO:root:Epoch: 8 | update_interval: 0.3020564602642525 s | rate: 4.434382915496826 | distortion(mse): 0.010930822230875492 | rd_loss: 48.157711029052734
INFO:root:Epoch: 8 | update_interval: 0.30189963543053827 s | rate: 4.428847312927246 | distortion(mse): 0.010901755653321743 | rd_loss: 48.03590774536133
INFO:root:Epoch: 8 | update_interval: 0.30173806799463476 s | rate: 4.423308849334717 | distortion(mse): 0.010866927914321423 | rd_loss: 47.89106750488281
INFO:root:Epoch: 8 | update_interval: 0.30158950811374685 s | rate: 4.417767524719238 | distortion(mse): 0.010842288844287395 | rd_loss: 47.7869758605957
INFO:root:Epoch: 8 | update_interval: 0.30144559712637037 s | rate: 4.412242412567139 | distortion(mse): 0.010811543092131615 | rd_loss: 47.658470153808594
INFO:root:Epoch: 8 | update_interval: 0.3012964849641337 s | rate: 4.406714916229248 | distortion(mse): 0.010784085839986801 | rd_loss: 47.54310989379883
INFO:root:Epoch: 9
INFO:root:Epoch: 9 | update_interval: 0.30432531076319075 s | rate: 4.401203155517578 | distortion(mse): 0.010763823054730892 | rd_loss: 47.4565544128418
INFO:root:Epoch: 9 | update_interval: 0.30417568892763375 s | rate: 4.395683288574219 | distortion(mse): 0.010729602538049221 | rd_loss: 47.31414794921875
INFO:root:Epoch: 9 | update_interval: 0.3040099676265273 s | rate: 4.39017915725708 | distortion(mse): 0.010704082436859608 | rd_loss: 47.206573486328125
INFO:root:Epoch: 9 | update_interval: 0.30385677304571074 s | rate: 4.384665489196777 | distortion(mse): 0.010671899653971195 | rd_loss: 47.072330474853516
INFO:root:Epoch: 9 | update_interval: 0.30370064823106785 s | rate: 4.379166126251221 | distortion(mse): 0.01064020674675703 | rd_loss: 46.9400634765625
INFO:root:Epoch: 9 | update_interval: 0.3035608768463135 s | rate: 4.373681545257568 | distortion(mse): 0.010614024475216866 | rd_loss: 46.82985305786133
INFO:root:Epoch: 9 | update_interval: 0.3034100210124796 s | rate: 4.368200778961182 | distortion(mse): 0.010586506687104702 | rd_loss: 46.71429443359375
INFO:root:Epoch: 9 | update_interval: 0.3032488860652945 s | rate: 4.362728118896484 | distortion(mse): 0.010562485083937645 | rd_loss: 46.61274337768555
INFO:root:Epoch: 9 | update_interval: 0.30309917391016244 s | rate: 4.357258319854736 | distortion(mse): 0.01053748931735754 | rd_loss: 46.50728988647461
INFO:root:Epoch: 9 | update_interval: 0.3029451884370942 s | rate: 4.351781845092773 | distortion(mse): 0.010507527738809586 | rd_loss: 46.38196563720703
INFO:root:Epoch: 9 | update_interval: 0.302798461649153 s | rate: 4.34631872177124 | distortion(mse): 0.010479742661118507 | rd_loss: 46.26536560058594
INFO:root:Epoch: 9 | update_interval: 0.30265505063599646 s | rate: 4.340867519378662 | distortion(mse): 0.010451746173202991 | rd_loss: 46.14793395996094
INFO:root:Epoch: 9 | update_interval: 0.30250594091939403 s | rate: 4.335404396057129 | distortion(mse): 0.01042105257511139 | rd_loss: 46.01969528198242
INFO:root:Epoch: 9 | update_interval: 0.30236634765166404 s | rate: 4.329957485198975 | distortion(mse): 0.010391469113528728 | rd_loss: 45.89591979980469
INFO:root:Epoch: 9 | update_interval: 0.3022334780382073 s | rate: 4.324521541595459 | distortion(mse): 0.010364113375544548 | rd_loss: 45.78105926513672
INFO:root:Epoch: 9 | update_interval: 0.302088632841368 s | rate: 4.31908655166626 | distortion(mse): 0.010337824933230877 | rd_loss: 45.670475006103516
INFO:root:Epoch: 9 | update_interval: 0.3019522956622544 s | rate: 4.313649654388428 | distortion(mse): 0.010310989804565907 | rd_loss: 45.55769729614258
INFO:root:Epoch: 9 | update_interval: 0.3018149873152136 s | rate: 4.308231830596924 | distortion(mse): 0.010285352356731892 | rd_loss: 45.44972229003906
INFO:root:Epoch: 9 | update_interval: 0.3016773282213414 s | rate: 4.302809715270996 | distortion(mse): 0.010258106514811516 | rd_loss: 45.33531188964844
INFO:root:Epoch: 10
INFO:root:Epoch: 10 | update_interval: 0.3041716459566954 s | rate: 4.297390937805176 | distortion(mse): 0.010231055319309235 | rd_loss: 45.2216911315918
INFO:root:Epoch: 10 | update_interval: 0.30403006127006127 s | rate: 4.291987419128418 | distortion(mse): 0.010204150341451168 | rd_loss: 45.108665466308594
INFO:root:Epoch: 10 | update_interval: 0.3038801777425237 s | rate: 4.2865891456604 | distortion(mse): 0.010178874246776104 | rd_loss: 45.00216293334961
INFO:root:Epoch: 10 | update_interval: 0.3037433092792829 s | rate: 4.281186580657959 | distortion(mse): 0.010151204653084278 | rd_loss: 44.886085510253906
INFO:root:Epoch: 10 | update_interval: 0.30360212128397096 s | rate: 4.275794506072998 | distortion(mse): 0.010123306885361671 | rd_loss: 44.76909637451172
INFO:root:Epoch: 10 | update_interval: 0.3034639422426519 s | rate: 4.270427703857422 | distortion(mse): 0.010099830105900764 | rd_loss: 44.669822692871094
INFO:root:Epoch: 10 | update_interval: 0.30332359240605283 s | rate: 4.265051364898682 | distortion(mse): 0.010075421072542667 | rd_loss: 44.56680679321289
INFO:root:Epoch: 10 | update_interval: 0.3031949996948242 s | rate: 4.259702205657959 | distortion(mse): 0.010053274221718311 | rd_loss: 44.47286605834961
INFO:root:Epoch: 10 | update_interval: 0.3030668445044968 s | rate: 4.254344463348389 | distortion(mse): 0.010031848214566708 | rd_loss: 44.381797790527344
INFO:root:Epoch: 10 | update_interval: 0.30294027472987317 s | rate: 4.248974323272705 | distortion(mse): 0.01000498328357935 | rd_loss: 44.26897048950195
INFO:root:Epoch: 10 | update_interval: 0.3028076936252153 s | rate: 4.243640422821045 | distortion(mse): 0.009982294403016567 | rd_loss: 44.17287826538086
INFO:root:Epoch: 10 | update_interval: 0.3026719584465027 s | rate: 4.2382965087890625 | distortion(mse): 0.009956788271665573 | rd_loss: 44.065513610839844
INFO:root:Epoch: 10 | update_interval: 0.3025483169365878 s | rate: 4.232954502105713 | distortion(mse): 0.009932645596563816 | rd_loss: 43.96359634399414
INFO:root:Epoch: 10 | update_interval: 0.30241172714988784 s | rate: 4.227621078491211 | distortion(mse): 0.0099092498421669 | rd_loss: 43.86467742919922
INFO:root:Epoch: 10 | update_interval: 0.302280728335451 s | rate: 4.222301959991455 | distortion(mse): 0.009884390980005264 | rd_loss: 43.759925842285156
INFO:root:Epoch: 10 | update_interval: 0.30215874863605874 s | rate: 4.216979503631592 | distortion(mse): 0.00986275915056467 | rd_loss: 43.66807556152344
INFO:root:Epoch: 10 | update_interval: 0.3020402061648485 s | rate: 4.211668968200684 | distortion(mse): 0.009841516613960266 | rd_loss: 43.57779312133789
INFO:root:Epoch: 10 | update_interval: 0.30191263527546114 s | rate: 4.206367492675781 | distortion(mse): 0.009818033315241337 | rd_loss: 43.47856140136719
INFO:root:Epoch: 11
INFO:root:Epoch: 11 | update_interval: 0.30453503696238937 s | rate: 4.201059341430664 | distortion(mse): 0.009796668775379658 | rd_loss: 43.387794494628906
INFO:root:Epoch: 11 | update_interval: 0.3044121941694847 s | rate: 4.195754051208496 | distortion(mse): 0.009772947989404202 | rd_loss: 43.2876091003418
INFO:root:Epoch: 11 | update_interval: 0.30427726125032706 s | rate: 4.19047212600708 | distortion(mse): 0.00975167378783226 | rd_loss: 43.19723129272461
INFO:root:Epoch: 11 | update_interval: 0.3041472044445219 s | rate: 4.18518590927124 | distortion(mse): 0.009728888981044292 | rd_loss: 43.100807189941406
INFO:root:Epoch: 11 | update_interval: 0.3040233191720682 s | rate: 4.179904937744141 | distortion(mse): 0.009703432209789753 | rd_loss: 42.993690490722656
INFO:root:Epoch: 11 | update_interval: 0.3038945861582486 s | rate: 4.174631118774414 | distortion(mse): 0.009680450893938541 | rd_loss: 42.89649200439453
INFO:root:Epoch: 11 | update_interval: 0.30375718354059494 s | rate: 4.169384479522705 | distortion(mse): 0.009658947587013245 | rd_loss: 42.80523681640625
INFO:root:Epoch: 11 | update_interval: 0.3036263577291899 s | rate: 4.164138317108154 | distortion(mse): 0.009639862924814224 | rd_loss: 42.72364807128906
INFO:root:Epoch: 11 | update_interval: 0.30351029529127965 s | rate: 4.158909320831299 | distortion(mse): 0.00961995031684637 | rd_loss: 42.63876724243164
INFO:root:Epoch: 11 | update_interval: 0.3033881710635291 s | rate: 4.153668403625488 | distortion(mse): 0.009601233527064323 | rd_loss: 42.55867004394531
INFO:root:Epoch: 11 | update_interval: 0.30327461567891906 s | rate: 4.148416996002197 | distortion(mse): 0.009578585624694824 | rd_loss: 42.46282196044922
INFO:root:Epoch: 11 | update_interval: 0.30313951312948806 s | rate: 4.143205165863037 | distortion(mse): 0.009558412246406078 | rd_loss: 42.376922607421875
INFO:root:Epoch: 11 | update_interval: 0.3030205600337895 s | rate: 4.137979984283447 | distortion(mse): 0.00953653734177351 | rd_loss: 42.2841911315918
INFO:root:Epoch: 11 | update_interval: 0.30290502786636353 s | rate: 4.132750511169434 | distortion(mse): 0.009513159282505512 | rd_loss: 42.18545150756836
INFO:root:Epoch: 11 | update_interval: 0.30278027090012216 s | rate: 4.127544403076172 | distortion(mse): 0.00949364248663187 | rd_loss: 42.102176666259766
INFO:root:Epoch: 11 | update_interval: 0.3026612142184833 s | rate: 4.122349739074707 | distortion(mse): 0.00947079248726368 | rd_loss: 42.00558090209961
INFO:root:Epoch: 11 | update_interval: 0.3025512552047524 s | rate: 4.117157936096191 | distortion(mse): 0.009452340193092823 | rd_loss: 41.92658996582031
INFO:root:Epoch: 11 | update_interval: 0.30242780851466317 s | rate: 4.111964225769043 | distortion(mse): 0.00943183246999979 | rd_loss: 41.83936309814453
INFO:root:Epoch: 11 | update_interval: 0.3023172018263075 s | rate: 4.106780052185059 | distortion(mse): 0.009410470724105835 | rd_loss: 41.74872589111328
INFO:root:Epoch: 12
INFO:root:Epoch: 12 | update_interval: 0.3045575570216221 s | rate: 4.10160493850708 | distortion(mse): 0.009391086176037788 | rd_loss: 41.666011810302734
INFO:root:Epoch: 12 | update_interval: 0.3044347781966961 s | rate: 4.096412658691406 | distortion(mse): 0.009368367493152618 | rd_loss: 41.5699462890625
INFO:root:Epoch: 12 | update_interval: 0.3043167501165156 s | rate: 4.0912652015686035 | distortion(mse): 0.009349072352051735 | rd_loss: 41.48762130737305
INFO:root:Epoch: 12 | update_interval: 0.30418907336272527 s | rate: 4.086095333099365 | distortion(mse): 0.009328020736575127 | rd_loss: 41.39823913574219
INFO:root:Epoch: 12 | update_interval: 0.30407616159190304 s | rate: 4.080938816070557 | distortion(mse): 0.009305629879236221 | rd_loss: 41.303524017333984
INFO:root:Epoch: 12 | update_interval: 0.3039548093622381 s | rate: 4.075796604156494 | distortion(mse): 0.009286874905228615 | rd_loss: 41.22336196899414
INFO:root:Epoch: 12 | update_interval: 0.3038363693089321 s | rate: 4.070676326751709 | distortion(mse): 0.00926706101745367 | rd_loss: 41.13898849487305
INFO:root:Epoch: 12 | update_interval: 0.30371731975047883 s | rate: 4.065557956695557 | distortion(mse): 0.009249347262084484 | rd_loss: 41.06301498413086
INFO:root:Epoch: 12 | update_interval: 0.303603723925403 s | rate: 4.060462474822998 | distortion(mse): 0.00923183187842369 | rd_loss: 40.98785400390625
INFO:root:Epoch: 12 | update_interval: 0.30348762045515343 s | rate: 4.055354118347168 | distortion(mse): 0.009214307181537151 | rd_loss: 40.91265106201172
INFO:root:Epoch: 12 | update_interval: 0.30337671203128364 s | rate: 4.050240993499756 | distortion(mse): 0.00919567234814167 | rd_loss: 40.8329963684082
INFO:root:Epoch: 12 | update_interval: 0.3032656009690168 s | rate: 4.045162677764893 | distortion(mse): 0.009177008643746376 | rd_loss: 40.75326156616211
INFO:root:Epoch: 12 | update_interval: 0.30314583037079884 s | rate: 4.040071964263916 | distortion(mse): 0.009157259948551655 | rd_loss: 40.66918182373047
INFO:root:Epoch: 12 | update_interval: 0.3030301977899783 s | rate: 4.034964084625244 | distortion(mse): 0.009137388318777084 | rd_loss: 40.5845832824707
INFO:root:Epoch: 12 | update_interval: 0.30292777220408124 s | rate: 4.029900550842285 | distortion(mse): 0.009119444526731968 | rd_loss: 40.50774002075195
INFO:root:Epoch: 12 | update_interval: 0.3028182571854334 s | rate: 4.024844646453857 | distortion(mse): 0.009100295603275299 | rd_loss: 40.42608642578125
INFO:root:Epoch: 12 | update_interval: 0.3027056548221052 s | rate: 4.019774913787842 | distortion(mse): 0.009083451703190804 | rd_loss: 40.353641510009766
INFO:root:Epoch: 12 | update_interval: 0.3025941332671868 s | rate: 4.014726638793945 | distortion(mse): 0.00906522199511528 | rd_loss: 40.27567672729492
INFO:root:Epoch: 12 | update_interval: 0.30248533487319945 s | rate: 4.0096659660339355 | distortion(mse): 0.009045684710144997 | rd_loss: 40.192466735839844
INFO:root:Epoch: 13
INFO:root:Epoch: 13 | update_interval: 0.3046103269226697 s | rate: 4.0046305656433105 | distortion(mse): 0.009029044769704342 | rd_loss: 40.120872497558594
INFO:root:Epoch: 13 | update_interval: 0.3044994183672153 s | rate: 3.99957275390625 | distortion(mse): 0.009008820168673992 | rd_loss: 40.034912109375
INFO:root:Epoch: 13 | update_interval: 0.3043820991207231 s | rate: 3.99456787109375 | distortion(mse): 0.008994142524898052 | rd_loss: 39.97119903564453
INFO:root:Epoch: 13 | update_interval: 0.30427417159080505 s | rate: 3.989525556564331 | distortion(mse): 0.008975055068731308 | rd_loss: 39.889801025390625
INFO:root:Epoch: 13 | update_interval: 0.3041620463252546 s | rate: 3.9845032691955566 | distortion(mse): 0.00895526073873043 | rd_loss: 39.80560302734375
INFO:root:Epoch: 13 | update_interval: 0.3040437753677368 s | rate: 3.9795076847076416 | distortion(mse): 0.008938243612647057 | rd_loss: 39.732540130615234
INFO:root:Epoch: 13 | update_interval: 0.30393154573630526 s | rate: 3.974522590637207 | distortion(mse): 0.008919510059058666 | rd_loss: 39.652618408203125
INFO:root:Epoch: 13 | update_interval: 0.30381933848063153 s | rate: 3.969554901123047 | distortion(mse): 0.008904648013412952 | rd_loss: 39.58820724487305
INFO:root:Epoch: 13 | update_interval: 0.303719032046352 s | rate: 3.964595079421997 | distortion(mse): 0.008889530785381794 | rd_loss: 39.52277755737305
INFO:root:Epoch: 13 | update_interval: 0.303605129962831 s | rate: 3.959622859954834 | distortion(mse): 0.008873529732227325 | rd_loss: 39.453800201416016
INFO:root:Epoch: 13 | update_interval: 0.3034926631403904 s | rate: 3.9546563625335693 | distortion(mse): 0.008855429477989674 | rd_loss: 39.376426696777344
INFO:root:Epoch: 13 | update_interval: 0.3033895371481776 s | rate: 3.949720859527588 | distortion(mse): 0.008839393965899944 | rd_loss: 39.30735397338867
INFO:root:Epoch: 13 | update_interval: 0.3032762842883396 s | rate: 3.944763422012329 | distortion(mse): 0.008821629919111729 | rd_loss: 39.231346130371094
INFO:root:Epoch: 13 | update_interval: 0.3031679075817729 s | rate: 3.939798593521118 | distortion(mse): 0.008804608136415482 | rd_loss: 39.15829086303711
INFO:root:Epoch: 13 | update_interval: 0.3030659143528883 s | rate: 3.934891939163208 | distortion(mse): 0.008789882063865662 | rd_loss: 39.09447479248047
INFO:root:Epoch: 13 | update_interval: 0.3029635108434237 s | rate: 3.9299676418304443 | distortion(mse): 0.008772126398980618 | rd_loss: 39.018531799316406
INFO:root:Epoch: 13 | update_interval: 0.3028565136408897 s | rate: 3.9250404834747314 | distortion(mse): 0.008759118616580963 | rd_loss: 38.961570739746094
INFO:root:Epoch: 13 | update_interval: 0.3027556872549858 s | rate: 3.9201314449310303 | distortion(mse): 0.008742496371269226 | rd_loss: 38.89017105102539
INFO:root:Epoch: 13 | update_interval: 0.30265132773511766 s | rate: 3.915215253829956 | distortion(mse): 0.008726351894438267 | rd_loss: 38.820674896240234
INFO:root:Epoch: 14
INFO:root:Epoch: 14 | update_interval: 0.3045115411281586 s | rate: 3.9103329181671143 | distortion(mse): 0.008714305236935616 | rd_loss: 38.76760482788086
INFO:root:Epoch: 14 | update_interval: 0.3044093006062058 s | rate: 3.905421495437622 | distortion(mse): 0.008697553537786007 | rd_loss: 38.6956901550293
INFO:root:Epoch: 14 | update_interval: 0.30430502138639753 s | rate: 3.9005510807037354 | distortion(mse): 0.008683689869940281 | rd_loss: 38.6353645324707
INFO:root:Epoch: 14 | update_interval: 0.3042091207111373 s | rate: 3.895643949508667 | distortion(mse): 0.008665892295539379 | rd_loss: 38.55926513671875
INFO:root:Epoch: 14 | update_interval: 0.30410922694562087 s | rate: 3.8907759189605713 | distortion(mse): 0.008648020215332508 | rd_loss: 38.48291015625
INFO:root:Epoch: 14 | update_interval: 0.30401188449788713 s | rate: 3.885938882827759 | distortion(mse): 0.008633846417069435 | rd_loss: 38.42137145996094
INFO:root:Epoch: 14 | update_interval: 0.30391111638810897 s | rate: 3.8811023235321045 | distortion(mse): 0.008618390187621117 | rd_loss: 38.35471725463867
INFO:root:Epoch: 14 | update_interval: 0.3038174750620149 s | rate: 3.8762874603271484 | distortion(mse): 0.008603893220424652 | rd_loss: 38.29191207885742
INFO:root:Epoch: 14 | update_interval: 0.3037271648645401 s | rate: 3.8714797496795654 | distortion(mse): 0.00859000999480486 | rd_loss: 38.23157501220703
INFO:root:Epoch: 14 | update_interval: 0.3036275564969241 s | rate: 3.8666434288024902 | distortion(mse): 0.008573781698942184 | rd_loss: 38.16182327270508
INFO:root:Epoch: 14 | update_interval: 0.3035339498171841 s | rate: 3.86183762550354 | distortion(mse): 0.008558640256524086 | rd_loss: 38.0964469909668
INFO:root:Epoch: 14 | update_interval: 0.30344610162214797 s | rate: 3.857059955596924 | distortion(mse): 0.008543440140783787 | rd_loss: 38.03086853027344
INFO:root:Epoch: 14 | update_interval: 0.3033466508423073 s | rate: 3.852236032485962 | distortion(mse): 0.008526766672730446 | rd_loss: 37.9593505859375
INFO:root:Epoch: 14 | update_interval: 0.3032571064436048 s | rate: 3.8474462032318115 | distortion(mse): 0.00851148646324873 | rd_loss: 37.89344024658203
INFO:root:Epoch: 14 | update_interval: 0.30316625087381266 s | rate: 3.8426785469055176 | distortion(mse): 0.008496493101119995 | rd_loss: 37.82870101928711
INFO:root:Epoch: 14 | update_interval: 0.3030784466787906 s | rate: 3.837908983230591 | distortion(mse): 0.008482150733470917 | rd_loss: 37.766563415527344
INFO:root:Epoch: 14 | update_interval: 0.30298301662717547 s | rate: 3.833127498626709 | distortion(mse): 0.008466768078505993 | rd_loss: 37.700252532958984
INFO:root:Epoch: 14 | update_interval: 0.3028961137520461 s | rate: 3.8283848762512207 | distortion(mse): 0.0084517328068614 | rd_loss: 37.6353645324707
INFO:root:Epoch: 14 | update_interval: 0.3028038577830538 s | rate: 3.823621988296509 | distortion(mse): 0.008436542004346848 | rd_loss: 37.56983947753906
INFO:root:Epoch: 15
INFO:root:Epoch: 15 | update_interval: 0.3045974974076234 s | rate: 3.8188648223876953 | distortion(mse): 0.008421641774475574 | rd_loss: 37.50548553466797
INFO:root:Epoch: 15 | update_interval: 0.3045079291706354 s | rate: 3.8141379356384277 | distortion(mse): 0.008407121524214745 | rd_loss: 37.44268035888672
INFO:root:Epoch: 15 | update_interval: 0.30441639799820747 s | rate: 3.809419631958008 | distortion(mse): 0.008392415009438992 | rd_loss: 37.37913131713867
INFO:root:Epoch: 15 | update_interval: 0.30432092176450715 s | rate: 3.8046810626983643 | distortion(mse): 0.008376005105674267 | rd_loss: 37.30875015258789
INFO:root:Epoch: 15 | update_interval: 0.3042281066083742 s | rate: 3.7999625205993652 | distortion(mse): 0.008359517902135849 | rd_loss: 37.23808288574219
INFO:root:Epoch: 15 | update_interval: 0.30413547423150805 s | rate: 3.795306444168091 | distortion(mse): 0.008347244933247566 | rd_loss: 37.18433380126953
INFO:root:Epoch: 15 | update_interval: 0.304048383772167 s | rate: 3.790618658065796 | distortion(mse): 0.008333869278430939 | rd_loss: 37.126136779785156
INFO:root:Epoch: 15 | update_interval: 0.303959520767475 s | rate: 3.78599214553833 | distortion(mse): 0.008321252651512623 | rd_loss: 37.07103729248047
INFO:root:Epoch: 15 | update_interval: 0.30386906112592244 s | rate: 3.781346321105957 | distortion(mse): 0.008309216238558292 | rd_loss: 37.018245697021484
INFO:root:Epoch: 15 | update_interval: 0.30377776198191186 s | rate: 3.776653528213501 | distortion(mse): 0.008294227533042431 | rd_loss: 36.95359802246094
INFO:root:Epoch: 15 | update_interval: 0.30368447368869195 s | rate: 3.772049903869629 | distortion(mse): 0.008281280286610126 | rd_loss: 36.8972053527832
INFO:root:Epoch: 15 | update_interval: 0.30359068565628156 s | rate: 3.767411470413208 | distortion(mse): 0.008266832679510117 | rd_loss: 36.834774017333984
INFO:root:Epoch: 15 | update_interval: 0.3035058144391593 s | rate: 3.762773036956787 | distortion(mse): 0.008253274485468864 | rd_loss: 36.775901794433594
INFO:root:Epoch: 15 | update_interval: 0.3034233434780224 s | rate: 3.7581443786621094 | distortion(mse): 0.00824001431465149 | rd_loss: 36.71823501586914
INFO:root:Epoch: 15 | update_interval: 0.3033373070084286 s | rate: 3.753544807434082 | distortion(mse): 0.008226330392062664 | rd_loss: 36.65890121459961
INFO:root:Epoch: 15 | update_interval: 0.3032505040200765 s | rate: 3.7489371299743652 | distortion(mse): 0.008214541710913181 | rd_loss: 36.60713577270508
INFO:root:Epoch: 15 | update_interval: 0.3031591535013256 s | rate: 3.744349241256714 | distortion(mse): 0.00820254348218441 | rd_loss: 36.5545539855957
INFO:root:Epoch: 15 | update_interval: 0.30307723983128865 s | rate: 3.73976993560791 | distortion(mse): 0.008189642801880836 | rd_loss: 36.49837112426758
INFO:root:Epoch: 16
INFO:root:Epoch: 16 | update_interval: 0.30485939203306683 s | rate: 3.735168218612671 | distortion(mse): 0.008178040385246277 | rd_loss: 36.447364807128906
INFO:root:Epoch: 16 | update_interval: 0.3047698815137345 s | rate: 3.7305657863616943 | distortion(mse): 0.00816422700881958 | rd_loss: 36.387508392333984
INFO:root:Epoch: 16 | update_interval: 0.304677144922439 s | rate: 3.7260172367095947 | distortion(mse): 0.008151724934577942 | rd_loss: 36.332950592041016
INFO:root:Epoch: 16 | update_interval: 0.3045861314786108 s | rate: 3.721454381942749 | distortion(mse): 0.008138432167470455 | rd_loss: 36.27521896362305
INFO:root:Epoch: 16 | update_interval: 0.3045051244829522 s | rate: 3.7168939113616943 | distortion(mse): 0.008123457431793213 | rd_loss: 36.21076202392578
INFO:root:Epoch: 16 | update_interval: 0.3044199712915358 s | rate: 3.7123470306396484 | distortion(mse): 0.008109752088785172 | rd_loss: 36.151390075683594
INFO:root:Epoch: 16 | update_interval: 0.3043301383524842 s | rate: 3.7078592777252197 | distortion(mse): 0.008096844889223576 | rd_loss: 36.095272064208984
INFO:root:Epoch: 16 | update_interval: 0.30424311068150905 s | rate: 3.7033658027648926 | distortion(mse): 0.008084949105978012 | rd_loss: 36.04319763183594
INFO:root:Epoch: 16 | update_interval: 0.30416378373081243 s | rate: 3.698913097381592 | distortion(mse): 0.008072703145444393 | rd_loss: 35.9897575378418
INFO:root:Epoch: 16 | update_interval: 0.3040752392430459 s | rate: 3.694434881210327 | distortion(mse): 0.008061430417001247 | rd_loss: 35.940189361572266
INFO:root:Epoch: 16 | update_interval: 0.30399567521270066 s | rate: 3.6899187564849854 | distortion(mse): 0.008047674782574177 | rd_loss: 35.880645751953125
INFO:root:Epoch: 16 | update_interval: 0.3039075208015931 s | rate: 3.685493230819702 | distortion(mse): 0.008035353384912014 | rd_loss: 35.826934814453125
INFO:root:Epoch: 16 | update_interval: 0.3038220599055671 s | rate: 3.6810264587402344 | distortion(mse): 0.008022112771868706 | rd_loss: 35.76950454711914
INFO:root:Epoch: 16 | update_interval: 0.30374158233593984 s | rate: 3.6765403747558594 | distortion(mse): 0.008008111268281937 | rd_loss: 35.70901107788086
INFO:root:Epoch: 16 | update_interval: 0.3036620202140203 s | rate: 3.6721086502075195 | distortion(mse): 0.007996155880391598 | rd_loss: 35.65675735473633
INFO:root:Epoch: 16 | update_interval: 0.30357938642743265 s | rate: 3.667691946029663 | distortion(mse): 0.007982145994901657 | rd_loss: 35.5963020324707
INFO:root:Epoch: 16 | update_interval: 0.3034999119370518 s | rate: 3.663278341293335 | distortion(mse): 0.007970930077135563 | rd_loss: 35.547019958496094
INFO:root:Epoch: 16 | update_interval: 0.30341746672144476 s | rate: 3.6588494777679443 | distortion(mse): 0.00795808993279934 | rd_loss: 35.49123001098633
INFO:root:Epoch: 16 | update_interval: 0.30333243806534055 s | rate: 3.6544387340545654 | distortion(mse): 0.007944795303046703 | rd_loss: 35.43363571166992
INFO:root:Epoch: 17
INFO:root:Epoch: 17 | update_interval: 0.30500603824853895 s | rate: 3.650043487548828 | distortion(mse): 0.007932999171316624 | rd_loss: 35.382057189941406
INFO:root:Epoch: 17 | update_interval: 0.30491162267429434 s | rate: 3.6456000804901123 | distortion(mse): 0.007919592782855034 | rd_loss: 35.32398986816406
INFO:root:Epoch: 17 | update_interval: 0.3048322710191241 s | rate: 3.6412553787231445 | distortion(mse): 0.0079085323959589 | rd_loss: 35.2754020690918
INFO:root:Epoch: 17 | update_interval: 0.30475070616778205 s | rate: 3.6368539333343506 | distortion(mse): 0.00789558980613947 | rd_loss: 35.21923065185547
INFO:root:Epoch: 17 | update_interval: 0.30466222365697226 s | rate: 3.6324777603149414 | distortion(mse): 0.007882053963840008 | rd_loss: 35.16070556640625
INFO:root:Epoch: 17 | update_interval: 0.30457949667710527 s | rate: 3.628131866455078 | distortion(mse): 0.007870388217270374 | rd_loss: 35.10969543457031
INFO:root:Epoch: 17 | update_interval: 0.3044974454341491 s | rate: 3.6238179206848145 | distortion(mse): 0.007857912220060825 | rd_loss: 35.05548095703125
INFO:root:Epoch: 17 | update_interval: 0.3044161981763461 s | rate: 3.6195108890533447 | distortion(mse): 0.007847310975193977 | rd_loss: 35.008766174316406
INFO:root:Epoch: 17 | update_interval: 0.3043404172106487 s | rate: 3.615253210067749 | distortion(mse): 0.007836406119167805 | rd_loss: 34.96088790893555
INFO:root:Epoch: 17 | update_interval: 0.3042597864898867 s | rate: 3.610961437225342 | distortion(mse): 0.00782531127333641 | rd_loss: 34.91221618652344
INFO:root:Epoch: 17 | update_interval: 0.30418122710603657 s | rate: 3.6066524982452393 | distortion(mse): 0.007813355885446072 | rd_loss: 34.860084533691406
INFO:root:Epoch: 17 | update_interval: 0.30409542354572217 s | rate: 3.602411985397339 | distortion(mse): 0.007801796309649944 | rd_loss: 34.809608459472656
INFO:root:Epoch: 17 | update_interval: 0.30402346763266136 s | rate: 3.5981383323669434 | distortion(mse): 0.007789453491568565 | rd_loss: 34.75596237182617
INFO:root:Epoch: 17 | update_interval: 0.30394198429119124 s | rate: 3.593818426132202 | distortion(mse): 0.007776787504553795 | rd_loss: 34.70097351074219
INFO:root:Epoch: 17 | update_interval: 0.303863171617428 s | rate: 3.5895917415618896 | distortion(mse): 0.00776571175083518 | rd_loss: 34.65244674682617
INFO:root:Epoch: 17 | update_interval: 0.3037849326631916 s | rate: 3.5853686332702637 | distortion(mse): 0.007753605023026466 | rd_loss: 34.59979248046875
INFO:root:Epoch: 17 | update_interval: 0.30370664085660665 s | rate: 3.581120252609253 | distortion(mse): 0.007743004243820906 | rd_loss: 34.55313491821289
INFO:root:Epoch: 17 | update_interval: 0.3036304790825094 s | rate: 3.5769052505493164 | distortion(mse): 0.007730679586529732 | rd_loss: 34.4996223449707
INFO:root:Epoch: 17 | update_interval: 0.30355830136135487 s | rate: 3.5726561546325684 | distortion(mse): 0.007718156557530165 | rd_loss: 34.445281982421875
INFO:root:Epoch: 18
INFO:root:Epoch: 18 | update_interval: 0.30528058372767625 s | rate: 3.5684609413146973 | distortion(mse): 0.007706901524215937 | rd_loss: 34.39606475830078
INFO:root:Epoch: 18 | update_interval: 0.30520110144334683 s | rate: 3.564208745956421 | distortion(mse): 0.007693768013268709 | rd_loss: 34.33927536010742
INFO:root:Epoch: 18 | update_interval: 0.3051159938409531 s | rate: 3.5600709915161133 | distortion(mse): 0.007683626376092434 | rd_loss: 34.29457473754883
INFO:root:Epoch: 18 | update_interval: 0.3050365804928785 s | rate: 3.5558478832244873 | distortion(mse): 0.007670906372368336 | rd_loss: 34.23946762084961
INFO:root:Epoch: 18 | update_interval: 0.304957310451363 s | rate: 3.5516672134399414 | distortion(mse): 0.007658091373741627 | rd_loss: 34.18402862548828
INFO:root:Epoch: 18 | update_interval: 0.30488198538159217 s | rate: 3.547539234161377 | distortion(mse): 0.007647667545825243 | rd_loss: 34.138206481933594
INFO:root:Epoch: 18 | update_interval: 0.304803178206734 s | rate: 3.5434188842773438 | distortion(mse): 0.007635921705514193 | rd_loss: 34.087100982666016
INFO:root:Epoch: 18 | update_interval: 0.30472818730194445 s | rate: 3.5393412113189697 | distortion(mse): 0.007626743987202644 | rd_loss: 34.04631423950195
INFO:root:Epoch: 18 | update_interval: 0.3046456218796436 s | rate: 3.535274028778076 | distortion(mse): 0.007617231924086809 | rd_loss: 34.00419998168945
INFO:root:Epoch: 18 | update_interval: 0.3045653526810394 s | rate: 3.5311758518218994 | distortion(mse): 0.007606688886880875 | rd_loss: 33.95792770385742
INFO:root:Epoch: 18 | update_interval: 0.3044900992538321 s | rate: 3.527073860168457 | distortion(mse): 0.007595052011311054 | rd_loss: 33.90727996826172
INFO:root:Epoch: 18 | update_interval: 0.30441490650177 s | rate: 3.523038864135742 | distortion(mse): 0.007584617007523775 | rd_loss: 33.86150360107422
INFO:root:Epoch: 18 | update_interval: 0.30433341295291216 s | rate: 3.5189461708068848 | distortion(mse): 0.007573134731501341 | rd_loss: 33.81148147583008
INFO:root:Epoch: 18 | update_interval: 0.3042599473487247 s | rate: 3.5148301124572754 | distortion(mse): 0.007561177480965853 | rd_loss: 33.75953674316406
INFO:root:Epoch: 18 | update_interval: 0.3041832309269027 s | rate: 3.5108280181884766 | distortion(mse): 0.007551043760031462 | rd_loss: 33.71500015258789
INFO:root:Epoch: 18 | update_interval: 0.3041117654681879 s | rate: 3.506779670715332 | distortion(mse): 0.0075389486737549305 | rd_loss: 33.662567138671875
INFO:root:Epoch: 18 | update_interval: 0.3040361827527973 s | rate: 3.5027408599853516 | distortion(mse): 0.007529714610427618 | rd_loss: 33.6215934753418
INFO:root:Epoch: 18 | update_interval: 0.30396295518017885 s | rate: 3.498713254928589 | distortion(mse): 0.007517667021602392 | rd_loss: 33.56937789916992
INFO:root:Epoch: 18 | update_interval: 0.30388533795247225 s | rate: 3.494670867919922 | distortion(mse): 0.007506050169467926 | rd_loss: 33.51887130737305
INFO:root:Epoch: 19
INFO:root:Epoch: 19 | update_interval: 0.3054578013926245 s | rate: 3.4906957149505615 | distortion(mse): 0.007496288046240807 | rd_loss: 33.47584533691406
INFO:root:Epoch: 19 | update_interval: 0.30537762004352875 s | rate: 3.4866514205932617 | distortion(mse): 0.00748413847759366 | rd_loss: 33.42320251464844
INFO:root:Epoch: 19 | update_interval: 0.3052982363435957 s | rate: 3.4826903343200684 | distortion(mse): 0.0074740685522556305 | rd_loss: 33.378963470458984
INFO:root:Epoch: 19 | update_interval: 0.30522189206363753 s | rate: 3.478649854660034 | distortion(mse): 0.0074622491374611855 | rd_loss: 33.327640533447266
INFO:root:Epoch: 19 | update_interval: 0.3051460587517333 s | rate: 3.47468638420105 | distortion(mse): 0.007450389675796032 | rd_loss: 33.2762451171875
INFO:root:Epoch: 19 | update_interval: 0.305075314813409 s | rate: 3.470780372619629 | distortion(mse): 0.0074410149827599525 | rd_loss: 33.234832763671875
INFO:root:Epoch: 19 | update_interval: 0.30499902085943537 s | rate: 3.4668691158294678 | distortion(mse): 0.007430689875036478 | rd_loss: 33.18962478637695
INFO:root:Epoch: 19 | update_interval: 0.30492319577360805 s | rate: 3.4629955291748047 | distortion(mse): 0.007421108428388834 | rd_loss: 33.147422790527344
INFO:root:Epoch: 19 | update_interval: 0.3048475424448649 s | rate: 3.4591360092163086 | distortion(mse): 0.007411909755319357 | rd_loss: 33.10676956176758
INFO:root:Epoch: 19 | update_interval: 0.30477272457257926 s | rate: 3.4552125930786133 | distortion(mse): 0.007401207461953163 | rd_loss: 33.060035705566406
INFO:root:Epoch: 19 | update_interval: 0.3046986700400062 s | rate: 3.4513418674468994 | distortion(mse): 0.0073912725783884525 | rd_loss: 33.01642990112305
INFO:root:Epoch: 19 | update_interval: 0.3046287435826247 s | rate: 3.4475231170654297 | distortion(mse): 0.007381846196949482 | rd_loss: 32.97490692138672
INFO:root:Epoch: 19 | update_interval: 0.3045563710702432 s | rate: 3.443603038787842 | distortion(mse): 0.007371501997113228 | rd_loss: 32.92960739135742
INFO:root:Epoch: 19 | update_interval: 0.3044849177255142 s | rate: 3.4397385120391846 | distortion(mse): 0.007360770832747221 | rd_loss: 32.88282012939453
INFO:root:Epoch: 19 | update_interval: 0.3044157292253228 s | rate: 3.435910940170288 | distortion(mse): 0.007350994739681482 | rd_loss: 32.83988571166992
INFO:root:Epoch: 19 | update_interval: 0.30434343092563004 s | rate: 3.4320807456970215 | distortion(mse): 0.007341637741774321 | rd_loss: 32.79862594604492
INFO:root:Epoch: 19 | update_interval: 0.30427396679944535 s | rate: 3.4282209873199463 | distortion(mse): 0.0073319426737725735 | rd_loss: 32.755985260009766
INFO:root:Epoch: 19 | update_interval: 0.3042009543100993 s | rate: 3.4244229793548584 | distortion(mse): 0.007321749348193407 | rd_loss: 32.7114143371582
INFO:root:Epoch: 19 | update_interval: 0.30413665086665054 s | rate: 3.4205801486968994 | distortion(mse): 0.007311368826776743 | rd_loss: 32.666046142578125
INFO:root:Epoch: 20
INFO:root:Epoch: 20 | update_interval: 0.3054258999204762 s | rate: 3.4167444705963135 | distortion(mse): 0.007301195524632931 | rd_loss: 32.621517181396484
INFO:root:Epoch: 20 | update_interval: 0.3053575219300689 s | rate: 3.412951707839966 | distortion(mse): 0.007291393354535103 | rd_loss: 32.578514099121094
INFO:root:Epoch: 20 | update_interval: 0.3052810543130759 s | rate: 3.4091737270355225 | distortion(mse): 0.007281288504600525 | rd_loss: 32.53431701660156
INFO:root:Epoch: 20 | update_interval: 0.3052096263985885 s | rate: 3.405351400375366 | distortion(mse): 0.007270324043929577 | rd_loss: 32.48663330078125
INFO:root:Epoch: 20 | update_interval: 0.30513973523938437 s | rate: 3.4015562534332275 | distortion(mse): 0.007259284146130085 | rd_loss: 32.43867874145508
INFO:root:Epoch: 20 | update_interval: 0.3050692519592365 s | rate: 3.397874116897583 | distortion(mse): 0.0072502149268984795 | rd_loss: 32.39871597290039
INFO:root:Epoch: 20 | update_interval: 0.30500207706780097 s | rate: 3.394129991531372 | distortion(mse): 0.007240939419716597 | rd_loss: 32.357872009277344
INFO:root:Epoch: 20 | update_interval: 0.30493499810496966 s | rate: 3.390497922897339 | distortion(mse): 0.007232040632516146 | rd_loss: 32.31864547729492
INFO:root:Epoch: 20 | update_interval: 0.30485976541197146 s | rate: 3.3868350982666016 | distortion(mse): 0.007223627530038357 | rd_loss: 32.28133010864258
INFO:root:Epoch: 20 | update_interval: 0.30478821554332197 s | rate: 3.383074998855591 | distortion(mse): 0.007213190197944641 | rd_loss: 32.23582458496094
INFO:root:Epoch: 20 | update_interval: 0.3047196398101728 s | rate: 3.3794655799865723 | distortion(mse): 0.007204181049019098 | rd_loss: 32.19618225097656
INFO:root:Epoch: 20 | update_interval: 0.3046534989298004 s | rate: 3.375791072845459 | distortion(mse): 0.007194197736680508 | rd_loss: 32.15257263183594
INFO:root:Epoch: 20 | update_interval: 0.30458138926783074 s | rate: 3.3721108436584473 | distortion(mse): 0.007184486370533705 | rd_loss: 32.110050201416016
INFO:root:Epoch: 20 | update_interval: 0.3045132874219845 s | rate: 3.3684427738189697 | distortion(mse): 0.007174814119935036 | rd_loss: 32.067691802978516
INFO:root:Epoch: 20 | update_interval: 0.3044433348623993 s | rate: 3.364809036254883 | distortion(mse): 0.007164704147726297 | rd_loss: 32.02362060546875
INFO:root:Epoch: 20 | update_interval: 0.30437966025605495 s | rate: 3.361175298690796 | distortion(mse): 0.007156051229685545 | rd_loss: 31.985380172729492
INFO:root:Epoch: 20 | update_interval: 0.30431203854296346 s | rate: 3.3575751781463623 | distortion(mse): 0.007146743126213551 | rd_loss: 31.944549560546875
INFO:root:Epoch: 20 | update_interval: 0.30424508419133683 s | rate: 3.353978157043457 | distortion(mse): 0.007136685773730278 | rd_loss: 31.900720596313477
INFO:root:Epoch: 21
INFO:root:Epoch: 21 | update_interval: 0.3055982442445393 s | rate: 3.3503432273864746 | distortion(mse): 0.007127169519662857 | rd_loss: 31.859018325805664
INFO:root:Epoch: 21 | update_interval: 0.30552962584929033 s | rate: 3.346688985824585 | distortion(mse): 0.007117182016372681 | rd_loss: 31.815414428710938
INFO:root:Epoch: 21 | update_interval: 0.30546423397977046 s | rate: 3.3431293964385986 | distortion(mse): 0.007108789402991533 | rd_loss: 31.77828598022461
INFO:root:Epoch: 21 | update_interval: 0.30539280984868955 s | rate: 3.339538097381592 | distortion(mse): 0.007099279202520847 | rd_loss: 31.736656188964844
INFO:root:Epoch: 21 | update_interval: 0.3053244259721952 s | rate: 3.3359413146972656 | distortion(mse): 0.007088934071362019 | rd_loss: 31.69167709350586
INFO:root:Epoch: 21 | update_interval: 0.30525353968143465 s | rate: 3.3323676586151123 | distortion(mse): 0.007080016192048788 | rd_loss: 31.65243148803711
INFO:root:Epoch: 21 | update_interval: 0.30518533024110106 s | rate: 3.328886032104492 | distortion(mse): 0.007071319501847029 | rd_loss: 31.614160537719727
INFO:root:Epoch: 21 | update_interval: 0.3051181185897903 s | rate: 3.325395107269287 | distortion(mse): 0.007063098717480898 | rd_loss: 31.57778549194336
INFO:root:Epoch: 21 | update_interval: 0.305050934278048 s | rate: 3.3219656944274902 | distortion(mse): 0.0070546953938901424 | rd_loss: 31.540742874145508
INFO:root:Epoch: 21 | update_interval: 0.3049809259943443 s | rate: 3.3184988498687744 | distortion(mse): 0.007046956568956375 | rd_loss: 31.506319046020508
INFO:root:Epoch: 21 | update_interval: 0.3049115249257029 s | rate: 3.3149490356445312 | distortion(mse): 0.0070376042276620865 | rd_loss: 31.465360641479492
INFO:root:Epoch: 21 | update_interval: 0.3048442438905462 s | rate: 3.311551094055176 | distortion(mse): 0.007029753178358078 | rd_loss: 31.43056297302246
INFO:root:Epoch: 21 | update_interval: 0.30478083917491267 s | rate: 3.308074474334717 | distortion(mse): 0.00702113751322031 | rd_loss: 31.392623901367188
INFO:root:Epoch: 21 | update_interval: 0.3047082122634439 s | rate: 3.304555892944336 | distortion(mse): 0.007011584937572479 | rd_loss: 31.35089683532715
INFO:root:Epoch: 21 | update_interval: 0.30464402609174585 s | rate: 3.3011250495910645 | distortion(mse): 0.007003325037658215 | rd_loss: 31.314422607421875
INFO:root:Epoch: 21 | update_interval: 0.3045790122194988 s | rate: 3.2977025508880615 | distortion(mse): 0.006993764545768499 | rd_loss: 31.27275848388672
INFO:root:Epoch: 21 | update_interval: 0.30451486975027114 s | rate: 3.2942919731140137 | distortion(mse): 0.006986187305301428 | rd_loss: 31.23904037475586
INFO:root:Epoch: 21 | update_interval: 0.30444889207488124 s | rate: 3.290844440460205 | distortion(mse): 0.00697723776102066 | rd_loss: 31.19979476928711
INFO:root:Epoch: 21 | update_interval: 0.30438795274452785 s | rate: 3.2874186038970947 | distortion(mse): 0.0069679394364356995 | rd_loss: 31.1591739654541
INFO:root:Epoch: 22
INFO:root:Epoch: 22 | update_interval: 0.30562596816371607 s | rate: 3.2840139865875244 | distortion(mse): 0.006959678139537573 | rd_loss: 31.12272071838379
INFO:root:Epoch: 22 | update_interval: 0.30555952761546673 s | rate: 3.280519962310791 | distortion(mse): 0.006950198207050562 | rd_loss: 31.081308364868164
INFO:root:Epoch: 22 | update_interval: 0.30549012938371073 s | rate: 3.277181386947632 | distortion(mse): 0.006942481268197298 | rd_loss: 31.047100067138672
INFO:root:Epoch: 22 | update_interval: 0.305419782597384 s | rate: 3.2737491130828857 | distortion(mse): 0.006933585740625858 | rd_loss: 31.008085250854492
INFO:root:Epoch: 22 | update_interval: 0.3053515469628658 s | rate: 3.270350456237793 | distortion(mse): 0.006924027111381292 | rd_loss: 30.966455459594727
INFO:root:Epoch: 22 | update_interval: 0.30528810542067936 s | rate: 3.2670037746429443 | distortion(mse): 0.0069159106351435184 | rd_loss: 30.930644989013672
INFO:root:Epoch: 22 | update_interval: 0.30522224074318294 s | rate: 3.2636897563934326 | distortion(mse): 0.006907332222908735 | rd_loss: 30.89301872253418
INFO:root:Epoch: 22 | update_interval: 0.30515813057326363 s | rate: 3.2603938579559326 | distortion(mse): 0.00689956359565258 | rd_loss: 30.8586483001709
INFO:root:Epoch: 22 | update_interval: 0.30509170830532273 s | rate: 3.2571685314178467 | distortion(mse): 0.006891806144267321 | rd_loss: 30.824392318725586
INFO:root:Epoch: 22 | update_interval: 0.3050256555525687 s | rate: 3.253887891769409 | distortion(mse): 0.006884053815156221 | rd_loss: 30.790103912353516
INFO:root:Epoch: 22 | update_interval: 0.304961833076657 s | rate: 3.250567674636841 | distortion(mse): 0.006875621620565653 | rd_loss: 30.7530517578125
INFO:root:Epoch: 22 | update_interval: 0.30490295915042653 s | rate: 3.2473511695861816 | distortion(mse): 0.006867666728794575 | rd_loss: 30.718013763427734
INFO:root:Epoch: 22 | update_interval: 0.30483925532846945 s | rate: 3.2440741062164307 | distortion(mse): 0.006859267596155405 | rd_loss: 30.681140899658203
INFO:root:Epoch: 22 | update_interval: 0.3047739239989734 s | rate: 3.240717887878418 | distortion(mse): 0.006850267294794321 | rd_loss: 30.64177894592285
INFO:root:Epoch: 22 | update_interval: 0.30471014408307656 s | rate: 3.237504243850708 | distortion(mse): 0.006842296104878187 | rd_loss: 30.60668182373047
INFO:root:Epoch: 22 | update_interval: 0.3046442927736225 s | rate: 3.2342796325683594 | distortion(mse): 0.006833679974079132 | rd_loss: 30.568994522094727
INFO:root:Epoch: 22 | update_interval: 0.30458317135655605 s | rate: 3.231027841567993 | distortion(mse): 0.006826338358223438 | rd_loss: 30.536375045776367
INFO:root:Epoch: 22 | update_interval: 0.30452178979417843 s | rate: 3.227811813354492 | distortion(mse): 0.006817634217441082 | rd_loss: 30.498342514038086
INFO:root:Epoch: 22 | update_interval: 0.30446100533008574 s | rate: 3.2245371341705322 | distortion(mse): 0.006808802951127291 | rd_loss: 30.45974349975586
INFO:root:Epoch: 23
INFO:root:Epoch: 23 | update_interval: 0.30563603614824747 s | rate: 3.2213447093963623 | distortion(mse): 0.006800709292292595 | rd_loss: 30.42417335510254
INFO:root:Epoch: 23 | update_interval: 0.30557218235209244 s | rate: 3.218052387237549 | distortion(mse): 0.006791457533836365 | rd_loss: 30.383874893188477
INFO:root:Epoch: 23 | update_interval: 0.3055109997453361 s | rate: 3.2149293422698975 | distortion(mse): 0.006784368772059679 | rd_loss: 30.352392196655273
INFO:root:Epoch: 23 | update_interval: 0.3054425909978534 s | rate: 3.211669445037842 | distortion(mse): 0.0067754508927464485 | rd_loss: 30.313461303710938
INFO:root:Epoch: 23 | update_interval: 0.3053796444113795 s | rate: 3.2084689140319824 | distortion(mse): 0.006766352336853743 | rd_loss: 30.273862838745117
INFO:root:Epoch: 23 | update_interval: 0.30531670905683683 s | rate: 3.2053463459014893 | distortion(mse): 0.006758569274097681 | rd_loss: 30.23961067199707
INFO:root:Epoch: 23 | update_interval: 0.3052521111481825 s | rate: 3.202219009399414 | distortion(mse): 0.006750186905264854 | rd_loss: 30.202953338623047
INFO:root:Epoch: 23 | update_interval: 0.305191764831543 s | rate: 3.1991610527038574 | distortion(mse): 0.006743156351149082 | rd_loss: 30.171772003173828
INFO:root:Epoch: 23 | update_interval: 0.30513252455090717 s | rate: 3.196120262145996 | distortion(mse): 0.006736257579177618 | rd_loss: 30.141136169433594
INFO:root:Epoch: 23 | update_interval: 0.3050690845127019 s | rate: 3.1930274963378906 | distortion(mse): 0.006728969980031252 | rd_loss: 30.108890533447266
INFO:root:Epoch: 23 | update_interval: 0.3050087961063428 s | rate: 3.189915180206299 | distortion(mse): 0.0067207408137619495 | rd_loss: 30.072858810424805
INFO:root:Epoch: 23 | update_interval: 0.3049503771034447 s | rate: 3.1868977546691895 | distortion(mse): 0.006713782902806997 | rd_loss: 30.042009353637695
INFO:root:Epoch: 23 | update_interval: 0.3048884591091885 s | rate: 3.183788776397705 | distortion(mse): 0.006705418694764376 | rd_loss: 30.005441665649414
INFO:root:Epoch: 23 | update_interval: 0.3048275814997241 s | rate: 3.1806395053863525 | distortion(mse): 0.006696913857012987 | rd_loss: 29.968276977539062
INFO:root:Epoch: 23 | update_interval: 0.30476877321332896 s | rate: 3.1776466369628906 | distortion(mse): 0.006689587142318487 | rd_loss: 29.93597984313965
INFO:root:Epoch: 23 | update_interval: 0.30470632804291586 s | rate: 3.1745781898498535 | distortion(mse): 0.006680914666503668 | rd_loss: 29.898218154907227
INFO:root:Epoch: 23 | update_interval: 0.304647294981177 s | rate: 3.171539545059204 | distortion(mse): 0.0066742077469825745 | rd_loss: 29.86835289001465
INFO:root:Epoch: 23 | update_interval: 0.3045854148864746 s | rate: 3.168487548828125 | distortion(mse): 0.006665543653070927 | rd_loss: 29.830642700195312
INFO:root:Epoch: 23 | update_interval: 0.3045256169566558 s | rate: 3.1654160022735596 | distortion(mse): 0.006657259073108435 | rd_loss: 29.794429779052734
INFO:root:Epoch: 24
INFO:root:Epoch: 24 | update_interval: 0.30571099213794267 s | rate: 3.1624386310577393 | distortion(mse): 0.006650571245700121 | rd_loss: 29.76470184326172
INFO:root:Epoch: 24 | update_interval: 0.3056542560754233 s | rate: 3.1593539714813232 | distortion(mse): 0.006642535328865051 | rd_loss: 29.729476928710938
INFO:root:Epoch: 24 | update_interval: 0.3055913820140687 s | rate: 3.1563851833343506 | distortion(mse): 0.006635741330683231 | rd_loss: 29.699329376220703
INFO:root:Epoch: 24 | update_interval: 0.3055324649810791 s | rate: 3.1532931327819824 | distortion(mse): 0.006627476308494806 | rd_loss: 29.663169860839844
INFO:root:Epoch: 24 | update_interval: 0.30546990727123463 s | rate: 3.150308132171631 | distortion(mse): 0.0066191027872264385 | rd_loss: 29.626689910888672
INFO:root:Epoch: 24 | update_interval: 0.30540736457190315 s | rate: 3.14739727973938 | distortion(mse): 0.006612574681639671 | rd_loss: 29.597665786743164
INFO:root:Epoch: 24 | update_interval: 0.3053477713114309 s | rate: 3.144473075866699 | distortion(mse): 0.0066086240112781525 | rd_loss: 29.578937530517578
INFO:root:Epoch: 24 | update_interval: 0.30528959002110434 s | rate: 3.1417243480682373 | distortion(mse): 0.0066652968525886536 | rd_loss: 29.802886962890625
INFO:root:Epoch: 24 | update_interval: 0.30523382839949237 s | rate: 3.138885498046875 | distortion(mse): 0.006992948241531849 | rd_loss: 31.11065673828125
INFO:root:Epoch: 24 | update_interval: 0.30517043870855565 s | rate: 3.136263370513916 | distortion(mse): 0.007374962326139212 | rd_loss: 32.63609313964844
INFO:root:Epoch: 24 | update_interval: 0.3051106698585279 s | rate: 3.133470058441162 | distortion(mse): 0.007413987535983324 | rd_loss: 32.78940200805664
INFO:root:Epoch: 24 | update_interval: 0.30505334471008433 s | rate: 3.1305317878723145 | distortion(mse): 0.007437481544911861 | rd_loss: 32.88044357299805
INFO:root:Epoch: 24 | update_interval: 0.3049935519695282 s | rate: 3.1274116039276123 | distortion(mse): 0.007445131428539753 | rd_loss: 32.90792465209961
INFO:root:Epoch: 24 | update_interval: 0.30493485840418005 s | rate: 3.1242973804473877 | distortion(mse): 0.007444354705512524 | rd_loss: 32.90169906616211
INFO:root:Epoch: 24 | update_interval: 0.3048776703331092 s | rate: 3.1212165355682373 | distortion(mse): 0.007439582142978907 | rd_loss: 32.87953186035156
INFO:root:Epoch: 24 | update_interval: 0.30481924816678885 s | rate: 3.1181225776672363 | distortion(mse): 0.00743389967828989 | rd_loss: 32.85370635986328
INFO:root:Epoch: 24 | update_interval: 0.3047592705131596 s | rate: 3.1150100231170654 | distortion(mse): 0.007426698692142963 | rd_loss: 32.82178497314453
INFO:root:Epoch: 24 | update_interval: 0.3047043262514224 s | rate: 3.111927032470703 | distortion(mse): 0.0074192737229168415 | rd_loss: 32.788997650146484
INFO:root:Epoch: 24 | update_interval: 0.3046493044305355 s | rate: 3.108792543411255 | distortion(mse): 0.0074115474708378315 | rd_loss: 32.75495910644531
INFO:root:Epoch: 25
INFO:root:Epoch: 25 | update_interval: 0.3057188432940505 s | rate: 3.1056768894195557 | distortion(mse): 0.007403723895549774 | rd_loss: 32.720550537109375
INFO:root:Epoch: 25 | update_interval: 0.30565723463640376 s | rate: 3.102585792541504 | distortion(mse): 0.007396102882921696 | rd_loss: 32.686981201171875
INFO:root:Epoch: 25 | update_interval: 0.30559901414915575 s | rate: 3.099513053894043 | distortion(mse): 0.007387975230813026 | rd_loss: 32.65139389038086
INFO:root:Epoch: 25 | update_interval: 0.30553839367653246 s | rate: 3.0963900089263916 | distortion(mse): 0.007379093207418919 | rd_loss: 32.61274337768555
INFO:root:Epoch: 25 | update_interval: 0.3054811244763826 s | rate: 3.0932843685150146 | distortion(mse): 0.007370158098638058 | rd_loss: 32.57389450073242
INFO:root:Epoch: 25 | update_interval: 0.30542011170828043 s | rate: 3.090306520462036 | distortion(mse): 0.007362741511315107 | rd_loss: 32.54125213623047
INFO:root:Epoch: 25 | update_interval: 0.3053639384935487 s | rate: 3.087268590927124 | distortion(mse): 0.00735525693744421 | rd_loss: 32.508277893066406
INFO:root:Epoch: 25 | update_interval: 0.30530511893986656 s | rate: 3.0843350887298584 | distortion(mse): 0.007348072715103626 | rd_loss: 32.47660446166992
INFO:root:Epoch: 25 | update_interval: 0.30524903209821663 s | rate: 3.0813815593719482 | distortion(mse): 0.007341093383729458 | rd_loss: 32.44572830200195
INFO:root:Epoch: 25 | update_interval: 0.30519194195667904 s | rate: 3.078324556350708 | distortion(mse): 0.007332609035074711 | rd_loss: 32.408729553222656
INFO:root:Epoch: 25 | update_interval: 0.30513577659511765 s | rate: 3.075413942337036 | distortion(mse): 0.007325022481381893 | rd_loss: 32.3754768371582
INFO:root:Epoch: 25 | update_interval: 0.30508020369343736 s | rate: 3.0724310874938965 | distortion(mse): 0.007316701114177704 | rd_loss: 32.33920669555664
INFO:root:Epoch: 25 | update_interval: 0.3050255884048114 s | rate: 3.069446563720703 | distortion(mse): 0.007308535277843475 | rd_loss: 32.303550720214844
INFO:root:Epoch: 25 | update_interval: 0.3049686536316044 s | rate: 3.066464900970459 | distortion(mse): 0.007300361059606075 | rd_loss: 32.26787567138672
INFO:root:Epoch: 25 | update_interval: 0.3049107764922466 s | rate: 3.06351637840271 | distortion(mse): 0.007291792891919613 | rd_loss: 32.230655670166016
INFO:root:Epoch: 25 | update_interval: 0.3048557890786065 s | rate: 3.060570240020752 | distortion(mse): 0.0072844666428864 | rd_loss: 32.19840621948242
INFO:root:Epoch: 25 | update_interval: 0.3048016039008233 s | rate: 3.0576653480529785 | distortion(mse): 0.007276626769453287 | rd_loss: 32.16413879394531
INFO:root:Epoch: 25 | update_interval: 0.30474544529054987 s | rate: 3.0547475814819336 | distortion(mse): 0.00726813031360507 | rd_loss: 32.12723159790039
INFO:root:Epoch: 26
INFO:root:Epoch: 26 | update_interval: 0.30582625851309375 s | rate: 3.0517961978912354 | distortion(mse): 0.007260114885866642 | rd_loss: 32.092220306396484
INFO:root:Epoch: 26 | update_interval: 0.3057720458750822 s | rate: 3.0488293170928955 | distortion(mse): 0.0072515676729381084 | rd_loss: 32.0550651550293
INFO:root:Epoch: 26 | update_interval: 0.30571331200920154 s | rate: 3.0459580421447754 | distortion(mse): 0.007243977393954992 | rd_loss: 32.02183532714844
INFO:root:Epoch: 26 | update_interval: 0.3056555379696978 s | rate: 3.04304838180542 | distortion(mse): 0.007235634606331587 | rd_loss: 31.98555564880371
INFO:root:Epoch: 26 | update_interval: 0.3055997409394982 s | rate: 3.040133237838745 | distortion(mse): 0.00722679914906621 | rd_loss: 31.947296142578125
INFO:root:Epoch: 26 | update_interval: 0.30554192375074996 s | rate: 3.0372424125671387 | distortion(mse): 0.007218603976070881 | rd_loss: 31.9116268157959
INFO:root:Epoch: 26 | update_interval: 0.30548568966412787 s | rate: 3.034446954727173 | distortion(mse): 0.007210909388959408 | rd_loss: 31.878049850463867
INFO:root:Epoch: 26 | update_interval: 0.3054273819731128 s | rate: 3.031644344329834 | distortion(mse): 0.007203720975667238 | rd_loss: 31.84649085998535
INFO:root:Epoch: 26 | update_interval: 0.30537246842259613 s | rate: 3.028904676437378 | distortion(mse): 0.007196336984634399 | rd_loss: 31.81422233581543
INFO:root:Epoch: 26 | update_interval: 0.3053180976086352 s | rate: 3.0261383056640625 | distortion(mse): 0.007189461495727301 | rd_loss: 31.78394889831543
INFO:root:Epoch: 26 | update_interval: 0.3052597781699263 s | rate: 3.0232841968536377 | distortion(mse): 0.007181188091635704 | rd_loss: 31.748004913330078
INFO:root:Epoch: 26 | update_interval: 0.30520453453063967 s | rate: 3.0205774307250977 | distortion(mse): 0.007173746358603239 | rd_loss: 31.715530395507812
INFO:root:Epoch: 26 | update_interval: 0.3051511068781931 s | rate: 3.017791509628296 | distortion(mse): 0.00716580031439662 | rd_loss: 31.68096160888672
INFO:root:Epoch: 26 | update_interval: 0.30509864866021147 s | rate: 3.014958620071411 | distortion(mse): 0.007157317362725735 | rd_loss: 31.644195556640625
INFO:root:Epoch: 26 | update_interval: 0.30504455187211693 s | rate: 3.0122199058532715 | distortion(mse): 0.007150104735046625 | rd_loss: 31.612606048583984
INFO:root:Epoch: 26 | update_interval: 0.30498944653405086 s | rate: 3.0094785690307617 | distortion(mse): 0.007141731213778257 | rd_loss: 31.57636833190918
INFO:root:Epoch: 26 | update_interval: 0.304936206081126 s | rate: 3.0067577362060547 | distortion(mse): 0.007134853862226009 | rd_loss: 31.546138763427734
INFO:root:Epoch: 26 | update_interval: 0.3048815131658622 s | rate: 3.0040056705474854 | distortion(mse): 0.007126930169761181 | rd_loss: 31.511693954467773
INFO:root:Epoch: 26 | update_interval: 0.3048274138034918 s | rate: 3.001263380050659 | distortion(mse): 0.007118820678442717 | rd_loss: 31.476512908935547
INFO:root:Epoch: 27
INFO:root:Epoch: 27 | update_interval: 0.3058693331057631 s | rate: 2.9985544681549072 | distortion(mse): 0.007111548446118832 | rd_loss: 31.44471549987793
INFO:root:Epoch: 27 | update_interval: 0.30581319908262 s | rate: 2.995751142501831 | distortion(mse): 0.007103058975189924 | rd_loss: 31.407955169677734
INFO:root:Epoch: 27 | update_interval: 0.30576111494326125 s | rate: 2.9931042194366455 | distortion(mse): 0.007095614913851023 | rd_loss: 31.375530242919922
INFO:root:Epoch: 27 | update_interval: 0.30570700257258404 s | rate: 2.990358829498291 | distortion(mse): 0.00708761066198349 | rd_loss: 31.340770721435547
INFO:root:Epoch: 27 | update_interval: 0.30565109075978397 s | rate: 2.9876468181610107 | distortion(mse): 0.0070793344639241695 | rd_loss: 31.304956436157227
INFO:root:Epoch: 27 | update_interval: 0.30559973893342196 s | rate: 2.984989881515503 | distortion(mse): 0.00707199377939105 | rd_loss: 31.27293586730957
INFO:root:Epoch: 27 | update_interval: 0.30554716614897615 s | rate: 2.982368230819702 | distortion(mse): 0.007064362056553364 | rd_loss: 31.239789962768555
INFO:root:Epoch: 27 | update_interval: 0.305492257516361 s | rate: 2.9797651767730713 | distortion(mse): 0.007057501003146172 | rd_loss: 31.20974349975586
INFO:root:Epoch: 27 | update_interval: 0.30544061291125396 s | rate: 2.97723388671875 | distortion(mse): 0.0070506553165614605 | rd_loss: 31.179832458496094
INFO:root:Epoch: 27 | update_interval: 0.30538368003741917 s | rate: 2.9746506214141846 | distortion(mse): 0.007043607532978058 | rd_loss: 31.149059295654297
INFO:root:Epoch: 27 | update_interval: 0.3053331573037107 s | rate: 2.972025156021118 | distortion(mse): 0.007036206778138876 | rd_loss: 31.11683464050293
INFO:root:Epoch: 27 | update_interval: 0.3052804726396682 s | rate: 2.9694983959198 | distortion(mse): 0.007029034662991762 | rd_loss: 31.085620880126953
INFO:root:Epoch: 27 | update_interval: 0.305225406059852 s | rate: 2.9669039249420166 | distortion(mse): 0.0070214346051216125 | rd_loss: 31.05262565612793
INFO:root:Epoch: 27 | update_interval: 0.3051769670277777 s | rate: 2.964231252670288 | distortion(mse): 0.007013622671365738 | rd_loss: 31.01870346069336
INFO:root:Epoch: 27 | update_interval: 0.30512278783367053 s | rate: 2.9617037773132324 | distortion(mse): 0.007006868254393339 | rd_loss: 30.989158630371094
INFO:root:Epoch: 27 | update_interval: 0.30507400870095247 s | rate: 2.959160566329956 | distortion(mse): 0.006999350618571043 | rd_loss: 30.956544876098633
INFO:root:Epoch: 27 | update_interval: 0.30501977105177086 s | rate: 2.956594944000244 | distortion(mse): 0.006993120536208153 | rd_loss: 30.92905616760254
INFO:root:Epoch: 27 | update_interval: 0.3049675822485061 s | rate: 2.954068183898926 | distortion(mse): 0.006985724437981844 | rd_loss: 30.896944046020508
INFO:root:Epoch: 27 | update_interval: 0.30491392784698834 s | rate: 2.9514763355255127 | distortion(mse): 0.00697810435667634 | rd_loss: 30.863872528076172
INFO:root:Epoch: 28
INFO:root:Epoch: 28 | update_interval: 0.3059427622373461 s | rate: 2.948965311050415 | distortion(mse): 0.006971108727157116 | rd_loss: 30.83338165283203
INFO:root:Epoch: 28 | update_interval: 0.30588617026805875 s | rate: 2.946355104446411 | distortion(mse): 0.006963120773434639 | rd_loss: 30.79881477355957
INFO:root:Epoch: 28 | update_interval: 0.3058309164750328 s | rate: 2.9439165592193604 | distortion(mse): 0.006956680677831173 | rd_loss: 30.770618438720703
INFO:root:Epoch: 28 | update_interval: 0.3057768820816616 s | rate: 2.941331148147583 | distortion(mse): 0.006948918104171753 | rd_loss: 30.736980438232422
INFO:root:Epoch: 28 | update_interval: 0.30572191353347117 s | rate: 2.9388060569763184 | distortion(mse): 0.006940946448594332 | rd_loss: 30.70256805419922
INFO:root:Epoch: 28 | update_interval: 0.3056701190489575 s | rate: 2.9363596439361572 | distortion(mse): 0.00693408353254199 | rd_loss: 30.67266845703125
INFO:root:Epoch: 28 | update_interval: 0.3056131141941722 s | rate: 2.933908700942993 | distortion(mse): 0.006926892790943384 | rd_loss: 30.641450881958008
INFO:root:Epoch: 28 | update_interval: 0.3055626800444242 s | rate: 2.931527614593506 | distortion(mse): 0.006920993328094482 | rd_loss: 30.6154727935791
INFO:root:Epoch: 28 | update_interval: 0.30550402703686297 s | rate: 2.929166316986084 | distortion(mse): 0.006914839614182711 | rd_loss: 30.5885009765625
INFO:root:Epoch: 28 | update_interval: 0.30545180608977135 s | rate: 2.926748514175415 | distortion(mse): 0.006908186711370945 | rd_loss: 30.55947494506836
INFO:root:Epoch: 28 | update_interval: 0.30539608623284425 s | rate: 2.924311876296997 | distortion(mse): 0.0069009228609502316 | rd_loss: 30.527982711791992
INFO:root:Epoch: 28 | update_interval: 0.3053424171355577 s | rate: 2.921967029571533 | distortion(mse): 0.006894337944686413 | rd_loss: 30.499300003051758
INFO:root:Epoch: 28 | update_interval: 0.3052898903282321 s | rate: 2.9195241928100586 | distortion(mse): 0.006887038704007864 | rd_loss: 30.467662811279297
INFO:root:Epoch: 28 | update_interval: 0.3052351656666508 s | rate: 2.9170382022857666 | distortion(mse): 0.006879608612507582 | rd_loss: 30.435453414916992
INFO:root:Epoch: 28 | update_interval: 0.3051816258104363 s | rate: 2.914714813232422 | distortion(mse): 0.006873204838484526 | rd_loss: 30.407522201538086
INFO:root:Epoch: 28 | update_interval: 0.30512731198455134 s | rate: 2.912302017211914 | distortion(mse): 0.006865732837468386 | rd_loss: 30.375221252441406
INFO:root:Epoch: 28 | update_interval: 0.30507722146822824 s | rate: 2.9099299907684326 | distortion(mse): 0.00685989810153842 | rd_loss: 30.34950828552246
INFO:root:Epoch: 28 | update_interval: 0.3050242980613428 s | rate: 2.9075405597686768 | distortion(mse): 0.006852335296571255 | rd_loss: 30.316865921020508
INFO:root:Epoch: 28 | update_interval: 0.3049711709503734 s | rate: 2.9051268100738525 | distortion(mse): 0.00684503884986043 | rd_loss: 30.285263061523438
INFO:root:Epoch: 29
INFO:root:Epoch: 29 | update_interval: 0.30595192053379155 s | rate: 2.902818202972412 | distortion(mse): 0.006838809698820114 | rd_loss: 30.258041381835938
INFO:root:Epoch: 29 | update_interval: 0.305894948185253 s | rate: 2.9003872871398926 | distortion(mse): 0.006831333041191101 | rd_loss: 30.225706100463867
INFO:root:Epoch: 29 | update_interval: 0.3058425093219228 s | rate: 2.8980724811553955 | distortion(mse): 0.00682496652007103 | rd_loss: 30.197925567626953
INFO:root:Epoch: 29 | update_interval: 0.305788983847057 s | rate: 2.895637273788452 | distortion(mse): 0.006817547604441643 | rd_loss: 30.16581916809082
INFO:root:Epoch: 29 | update_interval: 0.3057359741384333 s | rate: 2.8933029174804688 | distortion(mse): 0.006809999234974384 | rd_loss: 30.133285522460938
INFO:root:Epoch: 29 | update_interval: 0.3056842380772918 s | rate: 2.891045570373535 | distortion(mse): 0.0068039437755942345 | rd_loss: 30.106807708740234
INFO:root:Epoch: 29 | update_interval: 0.30563543836275736 s | rate: 2.8887741565704346 | distortion(mse): 0.006797380745410919 | rd_loss: 30.07828712463379
INFO:root:Epoch: 29 | update_interval: 0.3055825720643911 s | rate: 2.8865504264831543 | distortion(mse): 0.006791291292756796 | rd_loss: 30.051706314086914
INFO:root:Epoch: 29 | update_interval: 0.3055291806747767 s | rate: 2.8843448162078857 | distortion(mse): 0.006785337347537279 | rd_loss: 30.025686264038086
INFO:root:Epoch: 29 | update_interval: 0.30547595393550286 s | rate: 2.8820440769195557 | distortion(mse): 0.0067785149440169334 | rd_loss: 29.9960994720459
INFO:root:Epoch: 29 | update_interval: 0.3054202456268475 s | rate: 2.8798108100891113 | distortion(mse): 0.006772172171622515 | rd_loss: 29.968494415283203
INFO:root:Epoch: 29 | update_interval: 0.3053712711299985 s | rate: 2.8776299953460693 | distortion(mse): 0.006765702273696661 | rd_loss: 29.940433502197266
INFO:root:Epoch: 29 | update_interval: 0.30531716893650723 s | rate: 2.8753092288970947 | distortion(mse): 0.00675877183675766 | rd_loss: 29.91039276123047
INFO:root:Epoch: 29 | update_interval: 0.30526458922780264 s | rate: 2.8730533123016357 | distortion(mse): 0.006752048619091511 | rd_loss: 29.881240844726562
INFO:root:Epoch: 29 | update_interval: 0.3052131315640041 s | rate: 2.8708484172821045 | distortion(mse): 0.006745828781276941 | rd_loss: 29.854156494140625
INFO:root:Epoch: 29 | update_interval: 0.3051643953816351 s | rate: 2.868626356124878 | distortion(mse): 0.006739806849509478 | rd_loss: 29.82784652709961
INFO:root:Epoch: 29 | update_interval: 0.3051126469920963 s | rate: 2.8663740158081055 | distortion(mse): 0.006733156740665436 | rd_loss: 29.79899024963379
INFO:root:Epoch: 29 | update_interval: 0.3050615807833087 s | rate: 2.8641839027404785 | distortion(mse): 0.006726535502821207 | rd_loss: 29.770315170288086
INFO:root:Epoch: 29 | update_interval: 0.30501183161498807 s | rate: 2.86193585395813 | distortion(mse): 0.006719921249896288 | rd_loss: 29.741609573364258
INFO:root:Epoch: 30
INFO:root:Epoch: 30 | update_interval: 0.30607773105655095 s | rate: 2.85969877243042 | distortion(mse): 0.006713381502777338 | rd_loss: 29.713212966918945
INFO:root:Epoch: 30 | update_interval: 0.3060252940275644 s | rate: 2.8575046062469482 | distortion(mse): 0.006707063410431147 | rd_loss: 29.685747146606445
INFO:root:Epoch: 30 | update_interval: 0.30597694008438675 s | rate: 2.855323314666748 | distortion(mse): 0.006700507365167141 | rd_loss: 29.657346725463867
INFO:root:Epoch: 30 | update_interval: 0.30592799673617727 s | rate: 2.8530759811401367 | distortion(mse): 0.006693421397358179 | rd_loss: 29.62675666809082
INFO:root:Epoch: 30 | update_interval: 0.30587821400647425 s | rate: 2.8508543968200684 | distortion(mse): 0.006686339154839516 | rd_loss: 29.596206665039062
INFO:root:Epoch: 30 | update_interval: 0.30582887775019596 s | rate: 2.8487842082977295 | distortion(mse): 0.0066805374808609486 | rd_loss: 29.57093048095703
INFO:root:Epoch: 30 | update_interval: 0.30577892012855007 s | rate: 2.846627712249756 | distortion(mse): 0.006674542091786861 | rd_loss: 29.544788360595703
INFO:root:Epoch: 30 | update_interval: 0.3057313979088843 s | rate: 2.8446035385131836 | distortion(mse): 0.006668869871646166 | rd_loss: 29.52007293701172
INFO:root:Epoch: 30 | update_interval: 0.3056828106885181 s | rate: 2.8425350189208984 | distortion(mse): 0.006663416512310505 | rd_loss: 29.496196746826172
INFO:root:Epoch: 30 | update_interval: 0.3056331961827826 s | rate: 2.8403398990631104 | distortion(mse): 0.006656778044998646 | rd_loss: 29.467445373535156
INFO:root:Epoch: 30 | update_interval: 0.30558294619684634 s | rate: 2.8383283615112305 | distortion(mse): 0.006650987546890974 | rd_loss: 29.44227409362793
INFO:root:Epoch: 30 | update_interval: 0.30553803510136074 s | rate: 2.8362207412719727 | distortion(mse): 0.006644659209996462 | rd_loss: 29.41485595703125
INFO:root:Epoch: 30 | update_interval: 0.3054928135830567 s | rate: 2.8341064453125 | distortion(mse): 0.006638757418841124 | rd_loss: 29.389135360717773
INFO:root:Epoch: 30 | update_interval: 0.30544489791236534 s | rate: 2.8319976329803467 | distortion(mse): 0.006632955279201269 | rd_loss: 29.36382293701172
INFO:root:Epoch: 30 | update_interval: 0.3053969745603044 s | rate: 2.8299202919006348 | distortion(mse): 0.006626446265727282 | rd_loss: 29.33570671081543
INFO:root:Epoch: 30 | update_interval: 0.3053480664614973 s | rate: 2.827836513519287 | distortion(mse): 0.00662097567692399 | rd_loss: 29.311738967895508
INFO:root:Epoch: 30 | update_interval: 0.30529913943318615 s | rate: 2.8257956504821777 | distortion(mse): 0.006614992395043373 | rd_loss: 29.285764694213867
INFO:root:Epoch: 30 | update_interval: 0.30525376829494727 s | rate: 2.823740243911743 | distortion(mse): 0.006608554627746344 | rd_loss: 29.257959365844727
INFO:root:Epoch: 31
INFO:root:Epoch: 31 | update_interval: 0.30621505675144095 s | rate: 2.8216371536254883 | distortion(mse): 0.006602482404559851 | rd_loss: 29.231565475463867
INFO:root:Epoch: 31 | update_interval: 0.30616562260340335 s | rate: 2.819507598876953 | distortion(mse): 0.006596092600375414 | rd_loss: 29.20387840270996
INFO:root:Epoch: 31 | update_interval: 0.3061149126036554 s | rate: 2.817486524581909 | distortion(mse): 0.006590471602976322 | rd_loss: 29.17937469482422
INFO:root:Epoch: 31 | update_interval: 0.30606711927941227 s | rate: 2.815415382385254 | distortion(mse): 0.006584214977920055 | rd_loss: 29.152271270751953
INFO:root:Epoch: 31 | update_interval: 0.3060225726392444 s | rate: 2.8133325576782227 | distortion(mse): 0.0065775541588664055 | rd_loss: 29.123544692993164
INFO:root:Epoch: 31 | update_interval: 0.30597607343375277 s | rate: 2.8112716674804688 | distortion(mse): 0.006571470759809017 | rd_loss: 29.097152709960938
INFO:root:Epoch: 31 | update_interval: 0.30592996551954077 s | rate: 2.8093206882476807 | distortion(mse): 0.006565888877958059 | rd_loss: 29.0728702545166
INFO:root:Epoch: 31 | update_interval: 0.30588108086990096 s | rate: 2.8073503971099854 | distortion(mse): 0.006560355890542269 | rd_loss: 29.048770904541016
INFO:root:Epoch: 31 | update_interval: 0.3058323063019367 s | rate: 2.8054490089416504 | distortion(mse): 0.00655475165694952 | rd_loss: 29.024452209472656
INFO:root:Epoch: 31 | update_interval: 0.30578602053023674 s | rate: 2.803508996963501 | distortion(mse): 0.006549633573740721 | rd_loss: 29.00204086303711
INFO:root:Epoch: 31 | update_interval: 0.30573940912346415 s | rate: 2.801464319229126 | distortion(mse): 0.006543471943587065 | rd_loss: 28.975353240966797
INFO:root:Epoch: 31 | update_interval: 0.30569035059675226 s | rate: 2.7995846271514893 | distortion(mse): 0.006537936627864838 | rd_loss: 28.951332092285156
INFO:root:Epoch: 31 | update_interval: 0.3056438199211569 s | rate: 2.797610282897949 | distortion(mse): 0.006532058585435152 | rd_loss: 28.925846099853516
INFO:root:Epoch: 31 | update_interval: 0.3055979205457956 s | rate: 2.795579433441162 | distortion(mse): 0.00652594119310379 | rd_loss: 28.89933967590332
INFO:root:Epoch: 31 | update_interval: 0.30555252597559635 s | rate: 2.7936480045318604 | distortion(mse): 0.006520790513604879 | rd_loss: 28.876806259155273
INFO:root:Epoch: 31 | update_interval: 0.30550569188235993 s | rate: 2.791705369949341 | distortion(mse): 0.006514457054436207 | rd_loss: 28.849531173706055
INFO:root:Epoch: 31 | update_interval: 0.3054585924928694 s | rate: 2.789783477783203 | distortion(mse): 0.00650939391925931 | rd_loss: 28.827356338500977
INFO:root:Epoch: 31 | update_interval: 0.3054102716445923 s | rate: 2.787820339202881 | distortion(mse): 0.006503463722765446 | rd_loss: 28.801671981811523
INFO:root:Epoch: 31 | update_interval: 0.3053646881052738 s | rate: 2.7858681678771973 | distortion(mse): 0.006497309077531099 | rd_loss: 28.77509880065918
INFO:root:Epoch: 32
INFO:root:Epoch: 32 | update_interval: 0.306233036716119 s | rate: 2.7839419841766357 | distortion(mse): 0.0064918166026473045 | rd_loss: 28.751203536987305
INFO:root:Epoch: 32 | update_interval: 0.30618557352727127 s | rate: 2.7819108963012695 | distortion(mse): 0.006485431455075741 | rd_loss: 28.7236328125
INFO:root:Epoch: 32 | update_interval: 0.30613611841833355 s | rate: 2.7800471782684326 | distortion(mse): 0.006479913834482431 | rd_loss: 28.699705123901367
INFO:root:Epoch: 32 | update_interval: 0.3060879525271329 s | rate: 2.7780685424804688 | distortion(mse): 0.0064739263616502285 | rd_loss: 28.673778533935547
INFO:root:Epoch: 32 | update_interval: 0.30604303308052594 s | rate: 2.7761268615722656 | distortion(mse): 0.006467666011303663 | rd_loss: 28.646793365478516
INFO:root:Epoch: 32 | update_interval: 0.3059938800001066 s | rate: 2.7742362022399902 | distortion(mse): 0.00646232021972537 | rd_loss: 28.623517990112305
INFO:root:Epoch: 32 | update_interval: 0.3059482635636079 s | rate: 2.7723827362060547 | distortion(mse): 0.006456755101680756 | rd_loss: 28.59939956665039
INFO:root:Epoch: 32 | update_interval: 0.30590220030109677 s | rate: 2.7705445289611816 | distortion(mse): 0.00645177997648716 | rd_loss: 28.577659606933594
INFO:root:Epoch: 32 | update_interval: 0.3058557436114452 s | rate: 2.768777847290039 | distortion(mse): 0.0064467438496649265 | rd_loss: 28.555749893188477
INFO:root:Epoch: 32 | update_interval: 0.3058124923862139 s | rate: 2.766948938369751 | distortion(mse): 0.006441605277359486 | rd_loss: 28.533367156982422
INFO:root:Epoch: 32 | update_interval: 0.3057679051667257 s | rate: 2.7650697231292725 | distortion(mse): 0.006436229217797518 | rd_loss: 28.50998306274414
INFO:root:Epoch: 32 | update_interval: 0.30572117942386895 s | rate: 2.7632951736450195 | distortion(mse): 0.006430863868445158 | rd_loss: 28.48674964904785
INFO:root:Epoch: 32 | update_interval: 0.30567525085486497 s | rate: 2.761446475982666 | distortion(mse): 0.006425217725336552 | rd_loss: 28.46231460571289
INFO:root:Epoch: 32 | update_interval: 0.30563184288459094 s | rate: 2.759507417678833 | distortion(mse): 0.006419991608709097 | rd_loss: 28.43947410583496
INFO:root:Epoch: 32 | update_interval: 0.3055860062698265 s | rate: 2.7577192783355713 | distortion(mse): 0.006414947099983692 | rd_loss: 28.417509078979492
INFO:root:Epoch: 32 | update_interval: 0.30553928472620934 s | rate: 2.7559046745300293 | distortion(mse): 0.006409214809536934 | rd_loss: 28.39276695251465
INFO:root:Epoch: 32 | update_interval: 0.30549308775312306 s | rate: 2.7540647983551025 | distortion(mse): 0.006404251791536808 | rd_loss: 28.371074676513672
INFO:root:Epoch: 32 | update_interval: 0.3054469379739345 s | rate: 2.7522623538970947 | distortion(mse): 0.006398504134267569 | rd_loss: 28.346281051635742
INFO:root:Epoch: 32 | update_interval: 0.3054039124519594 s | rate: 2.7503886222839355 | distortion(mse): 0.006392782088369131 | rd_loss: 28.321516036987305
INFO:root:Epoch: 33
INFO:root:Epoch: 33 | update_interval: 0.3062738726488442 s | rate: 2.7485930919647217 | distortion(mse): 0.0063876076601445675 | rd_loss: 28.299020767211914
INFO:root:Epoch: 33 | update_interval: 0.30622808825931364 s | rate: 2.746694326400757 | distortion(mse): 0.006381544284522533 | rd_loss: 28.27286720275879
INFO:root:Epoch: 33 | update_interval: 0.30618219444495337 s | rate: 2.744971513748169 | distortion(mse): 0.006376840639859438 | rd_loss: 28.252328872680664
INFO:root:Epoch: 33 | update_interval: 0.3061347974416537 s | rate: 2.743091106414795 | distortion(mse): 0.006370902061462402 | rd_loss: 28.2266902923584
INFO:root:Epoch: 33 | update_interval: 0.3060897994995117 s | rate: 2.741269588470459 | distortion(mse): 0.006364853587001562 | rd_loss: 28.20067596435547
INFO:root:Epoch: 33 | update_interval: 0.3060472809087735 s | rate: 2.7395236492156982 | distortion(mse): 0.0063597396947443485 | rd_loss: 28.178476333618164
INFO:root:Epoch: 33 | update_interval: 0.30600274419100093 s | rate: 2.7377712726593018 | distortion(mse): 0.0063542635180056095 | rd_loss: 28.15481948852539
INFO:root:Epoch: 33 | update_interval: 0.30595741894594425 s | rate: 2.7360849380493164 | distortion(mse): 0.006349764298647642 | rd_loss: 28.135133743286133
INFO:root:Epoch: 33 | update_interval: 0.30591018681306337 s | rate: 2.7344141006469727 | distortion(mse): 0.006345195230096579 | rd_loss: 28.115190505981445
INFO:root:Epoch: 33 | update_interval: 0.30586758257850766 s | rate: 2.7326815128326416 | distortion(mse): 0.00634034676477313 | rd_loss: 28.094064712524414
INFO:root:Epoch: 33 | update_interval: 0.3058253746214079 s | rate: 2.730928421020508 | distortion(mse): 0.0063348799012601376 | rd_loss: 28.070444107055664
INFO:root:Epoch: 33 | update_interval: 0.30578073270713224 s | rate: 2.729266405105591 | distortion(mse): 0.006330128759145737 | rd_loss: 28.049776077270508
INFO:root:Epoch: 33 | update_interval: 0.30573569443930193 s | rate: 2.7275049686431885 | distortion(mse): 0.006324887275695801 | rd_loss: 28.02704429626465
INFO:root:Epoch: 33 | update_interval: 0.30569164933466386 s | rate: 2.7256970405578613 | distortion(mse): 0.006319975946098566 | rd_loss: 28.005592346191406
INFO:root:Epoch: 33 | update_interval: 0.3056480464034193 s | rate: 2.724045991897583 | distortion(mse): 0.0063152918592095375 | rd_loss: 27.98520278930664
INFO:root:Epoch: 33 | update_interval: 0.3056064192603969 s | rate: 2.722304344177246 | distortion(mse): 0.00630983104929328 | rd_loss: 27.961618423461914
INFO:root:Epoch: 33 | update_interval: 0.3055606714784631 s | rate: 2.7205967903137207 | distortion(mse): 0.006305587477982044 | rd_loss: 27.942930221557617
INFO:root:Epoch: 33 | update_interval: 0.30551835616180517 s | rate: 2.718867063522339 | distortion(mse): 0.006299871020019054 | rd_loss: 27.918331146240234
INFO:root:Epoch: 33 | update_interval: 0.305471331338181 s | rate: 2.7171101570129395 | distortion(mse): 0.006294640712440014 | rd_loss: 27.895652770996094
INFO:root:Epoch: 34
INFO:root:Epoch: 34 | update_interval: 0.3063405937701464 s | rate: 2.71545672416687 | distortion(mse): 0.006290188059210777 | rd_loss: 27.876190185546875
INFO:root:Epoch: 34 | update_interval: 0.3062974061683262 s | rate: 2.7136781215667725 | distortion(mse): 0.006284553091973066 | rd_loss: 27.851869583129883
INFO:root:Epoch: 34 | update_interval: 0.30625496207739333 s | rate: 2.7120158672332764 | distortion(mse): 0.0062798368744552135 | rd_loss: 27.831344604492188
INFO:root:Epoch: 34 | update_interval: 0.3062101064536657 s | rate: 2.71022367477417 | distortion(mse): 0.0062742093577980995 | rd_loss: 27.80704116821289
INFO:root:Epoch: 34 | update_interval: 0.3061642112939254 s | rate: 2.70853328704834 | distortion(mse): 0.006268477998673916 | rd_loss: 27.78242301940918
INFO:root:Epoch: 34 | update_interval: 0.30612389468407447 s | rate: 2.7069125175476074 | distortion(mse): 0.006264035589993 | rd_loss: 27.763031005859375
INFO:root:Epoch: 34 | update_interval: 0.3060803691669145 s | rate: 2.7052745819091797 | distortion(mse): 0.006259098183363676 | rd_loss: 27.74164581298828
INFO:root:Epoch: 34 | update_interval: 0.3060363324384969 s | rate: 2.7036824226379395 | distortion(mse): 0.006254573352634907 | rd_loss: 27.721954345703125
INFO:root:Epoch: 34 | update_interval: 0.3059912254780899 s | rate: 2.7021050453186035 | distortion(mse): 0.006250130478292704 | rd_loss: 27.70260238647461
INFO:root:Epoch: 34 | update_interval: 0.3059469822558857 s | rate: 2.700427770614624 | distortion(mse): 0.006244962569326162 | rd_loss: 27.68025779724121
INFO:root:Epoch: 34 | update_interval: 0.30590447565225454 s | rate: 2.6988167762756348 | distortion(mse): 0.006240181624889374 | rd_loss: 27.659521102905273
INFO:root:Epoch: 34 | update_interval: 0.30586117460247925 s | rate: 2.6972568035125732 | distortion(mse): 0.006235305219888687 | rd_loss: 27.638460159301758
INFO:root:Epoch: 34 | update_interval: 0.30581656357993375 s | rate: 2.695556879043579 | distortion(mse): 0.006230016704648733 | rd_loss: 27.6156063079834
INFO:root:Epoch: 34 | update_interval: 0.3057738983977991 s | rate: 2.693915605545044 | distortion(mse): 0.006224772892892361 | rd_loss: 27.592994689941406
INFO:root:Epoch: 34 | update_interval: 0.3057302816927615 s | rate: 2.6923184394836426 | distortion(mse): 0.006220066919922829 | rd_loss: 27.572568893432617
INFO:root:Epoch: 34 | update_interval: 0.3056885993753681 s | rate: 2.690702438354492 | distortion(mse): 0.006215621717274189 | rd_loss: 27.553173065185547
INFO:root:Epoch: 34 | update_interval: 0.3056494676485294 s | rate: 2.6890554428100586 | distortion(mse): 0.00621064705774188 | rd_loss: 27.531625747680664
INFO:root:Epoch: 34 | update_interval: 0.3056027843527598 s | rate: 2.687469720840454 | distortion(mse): 0.006205610930919647 | rd_loss: 27.509899139404297
INFO:root:Epoch: 34 | update_interval: 0.30556245458886977 s | rate: 2.6858224868774414 | distortion(mse): 0.006200576201081276 | rd_loss: 27.48811149597168
INFO:root:Epoch: 35
INFO:root:Epoch: 35 | update_interval: 0.30638034115792767 s | rate: 2.68418025970459 | distortion(mse): 0.006195639725774527 | rd_loss: 27.466724395751953
INFO:root:Epoch: 35 | update_interval: 0.3063348531000542 s | rate: 2.6825780868530273 | distortion(mse): 0.0061908895149827 | rd_loss: 27.44611930847168
INFO:root:Epoch: 35 | update_interval: 0.3062927383157381 s | rate: 2.6809866428375244 | distortion(mse): 0.006185915321111679 | rd_loss: 27.424633026123047
INFO:root:Epoch: 35 | update_interval: 0.30625136633293865 s | rate: 2.679328441619873 | distortion(mse): 0.006180493161082268 | rd_loss: 27.40128517150879
INFO:root:Epoch: 35 | update_interval: 0.30620990022455047 s | rate: 2.677694320678711 | distortion(mse): 0.006175047252327204 | rd_loss: 27.37786865234375
INFO:root:Epoch: 35 | update_interval: 0.30616375480789737 s | rate: 2.6762030124664307 | distortion(mse): 0.00617059925571084 | rd_loss: 27.358585357666016
INFO:root:Epoch: 35 | update_interval: 0.30612212690195645 s | rate: 2.6746251583099365 | distortion(mse): 0.006166147068142891 | rd_loss: 27.339200973510742
INFO:root:Epoch: 35 | update_interval: 0.3060781360746504 s | rate: 2.6731739044189453 | distortion(mse): 0.006161870434880257 | rd_loss: 27.320646286010742
INFO:root:Epoch: 35 | update_interval: 0.30603741963227826 s | rate: 2.6716809272766113 | distortion(mse): 0.0061578089371323586 | rd_loss: 27.30290985107422
INFO:root:Epoch: 35 | update_interval: 0.30599467376035133 s | rate: 2.6700594425201416 | distortion(mse): 0.006152827758342028 | rd_loss: 27.281362533569336
INFO:root:Epoch: 35 | update_interval: 0.3059533856909371 s | rate: 2.6686134338378906 | distortion(mse): 0.00614846870303154 | rd_loss: 27.26248550415039
INFO:root:Epoch: 35 | update_interval: 0.30591219596008756 s | rate: 2.6670708656311035 | distortion(mse): 0.00614357041195035 | rd_loss: 27.24134635925293
INFO:root:Epoch: 35 | update_interval: 0.3058713028221301 s | rate: 2.6655209064483643 | distortion(mse): 0.006138951517641544 | rd_loss: 27.221323013305664
INFO:root:Epoch: 35 | update_interval: 0.30583133314337047 s | rate: 2.663971424102783 | distortion(mse): 0.006134298164397478 | rd_loss: 27.20115852355957
INFO:root:Epoch: 35 | update_interval: 0.30578639284108405 s | rate: 2.6624510288238525 | distortion(mse): 0.006129332818090916 | rd_loss: 27.179777145385742
INFO:root:Epoch: 35 | update_interval: 0.30574356080516507 s | rate: 2.660921335220337 | distortion(mse): 0.006125253159552813 | rd_loss: 27.161930084228516
INFO:root:Epoch: 35 | update_interval: 0.30570351000185364 s | rate: 2.6594314575195312 | distortion(mse): 0.006120983045548201 | rd_loss: 27.143360137939453
INFO:root:Epoch: 35 | update_interval: 0.3056616123611405 s | rate: 2.6579244136810303 | distortion(mse): 0.006116172298789024 | rd_loss: 27.12261390686035
INFO:root:Epoch: 36
INFO:root:Epoch: 36 | update_interval: 0.3064271381721891 s | rate: 2.6563661098480225 | distortion(mse): 0.00611151335760951 | rd_loss: 27.1024169921875
INFO:root:Epoch: 36 | update_interval: 0.3063852912205159 s | rate: 2.654782295227051 | distortion(mse): 0.006106601096689701 | rd_loss: 27.081188201904297
INFO:root:Epoch: 36 | update_interval: 0.3063455478432252 s | rate: 2.65330171585083 | distortion(mse): 0.0061022937297821045 | rd_loss: 27.062477111816406
INFO:root:Epoch: 36 | update_interval: 0.3063041859514573 s | rate: 2.6517727375030518 | distortion(mse): 0.006097541656345129 | rd_loss: 27.041940689086914
INFO:root:Epoch: 36 | update_interval: 0.30626145732560345 s | rate: 2.6502277851104736 | distortion(mse): 0.006092382594943047 | rd_loss: 27.019760131835938
INFO:root:Epoch: 36 | update_interval: 0.30621845246759677 s | rate: 2.64870285987854 | distortion(mse): 0.006087684538215399 | rd_loss: 26.99944496154785
INFO:root:Epoch: 36 | update_interval: 0.30617750225095064 s | rate: 2.647279977798462 | distortion(mse): 0.0060833110474050045 | rd_loss: 26.980527877807617
INFO:root:Epoch: 36 | update_interval: 0.30613990101897925 s | rate: 2.6458358764648438 | distortion(mse): 0.006079196464270353 | rd_loss: 26.962627410888672
INFO:root:Epoch: 36 | update_interval: 0.3060978936104879 s | rate: 2.644455909729004 | distortion(mse): 0.006074984557926655 | rd_loss: 26.94440269470215
INFO:root:Epoch: 36 | update_interval: 0.30605845020394284 s | rate: 2.6430366039276123 | distortion(mse): 0.006071257404983044 | rd_loss: 26.928075790405273
INFO:root:Epoch: 36 | update_interval: 0.3060176976382993 s | rate: 2.6415154933929443 | distortion(mse): 0.006066656671464443 | rd_loss: 26.908151626586914
INFO:root:Epoch: 36 | update_interval: 0.3059757977030998 s | rate: 2.640148401260376 | distortion(mse): 0.006062488537281752 | rd_loss: 26.89011001586914
INFO:root:Epoch: 36 | update_interval: 0.3059368590312011 s | rate: 2.63869047164917 | distortion(mse): 0.0060579488053917885 | rd_loss: 26.870487213134766
INFO:root:Epoch: 36 | update_interval: 0.3058990712787794 s | rate: 2.637176275253296 | distortion(mse): 0.00605307100340724 | rd_loss: 26.849462509155273
INFO:root:Epoch: 36 | update_interval: 0.305856906211842 s | rate: 2.6357598304748535 | distortion(mse): 0.006048968527466059 | rd_loss: 26.831632614135742
INFO:root:Epoch: 36 | update_interval: 0.30581357044980706 s | rate: 2.6343295574188232 | distortion(mse): 0.006044160574674606 | rd_loss: 26.810976028442383
INFO:root:Epoch: 36 | update_interval: 0.3057753807882554 s | rate: 2.6329123973846436 | distortion(mse): 0.006040559615939856 | rd_loss: 26.795156478881836
INFO:root:Epoch: 36 | update_interval: 0.30573414086608447 s | rate: 2.6314525604248047 | distortion(mse): 0.006036462727934122 | rd_loss: 26.777305603027344
INFO:root:Epoch: 36 | update_interval: 0.30569228453601865 s | rate: 2.630004644393921 | distortion(mse): 0.006031990051269531 | rd_loss: 26.75796890258789
INFO:root:Epoch: 37
INFO:root:Epoch: 37 | update_interval: 0.3064727711951596 s | rate: 2.628575563430786 | distortion(mse): 0.006027888506650925 | rd_loss: 26.74013328552246
INFO:root:Epoch: 37 | update_interval: 0.3064284479258905 s | rate: 2.627049684524536 | distortion(mse): 0.006023186258971691 | rd_loss: 26.71979522705078
INFO:root:Epoch: 37 | update_interval: 0.3063887597496667 s | rate: 2.6256754398345947 | distortion(mse): 0.00601920485496521 | rd_loss: 26.702495574951172
INFO:root:Epoch: 37 | update_interval: 0.3063461535648897 s | rate: 2.6241981983184814 | distortion(mse): 0.006014724727720022 | rd_loss: 26.6830997467041
INFO:root:Epoch: 37 | update_interval: 0.3063059421948024 s | rate: 2.6227540969848633 | distortion(mse): 0.006009905599057674 | rd_loss: 26.662382125854492
INFO:root:Epoch: 37 | update_interval: 0.3062653242266297 s | rate: 2.6213603019714355 | distortion(mse): 0.006005943287163973 | rd_loss: 26.645139694213867
INFO:root:Epoch: 37 | update_interval: 0.3062251944147963 s | rate: 2.6199936866760254 | distortion(mse): 0.006001824978739023 | rd_loss: 26.62729835510254
INFO:root:Epoch: 37 | update_interval: 0.30618478970371643 s | rate: 2.618640422821045 | distortion(mse): 0.005998474545776844 | rd_loss: 26.612545013427734
INFO:root:Epoch: 37 | update_interval: 0.30614358762448485 s | rate: 2.6173477172851562 | distortion(mse): 0.005994823761284351 | rd_loss: 26.596647262573242
INFO:root:Epoch: 37 | update_interval: 0.30610166502337083 s | rate: 2.615994691848755 | distortion(mse): 0.00599090289324522 | rd_loss: 26.57961082458496
INFO:root:Epoch: 37 | update_interval: 0.30606083471444107 s | rate: 2.614593505859375 | distortion(mse): 0.005986669100821018 | rd_loss: 26.561279296875
INFO:root:Epoch: 37 | update_interval: 0.30602294039692535 s | rate: 2.613288164138794 | distortion(mse): 0.00598257128149271 | rd_loss: 26.543582916259766
INFO:root:Epoch: 37 | update_interval: 0.3059826825971657 s | rate: 2.6119115352630615 | distortion(mse): 0.005978230852633715 | rd_loss: 26.52484703063965
INFO:root:Epoch: 37 | update_interval: 0.3059428153152358 s | rate: 2.6104488372802734 | distortion(mse): 0.005974316503852606 | rd_loss: 26.50772476196289
INFO:root:Epoch: 37 | update_interval: 0.30590482328979063 s | rate: 2.609124183654785 | distortion(mse): 0.005970424972474575 | rd_loss: 26.490833282470703
INFO:root:Epoch: 37 | update_interval: 0.30586447353604473 s | rate: 2.607773780822754 | distortion(mse): 0.005965992342680693 | rd_loss: 26.471755981445312
INFO:root:Epoch: 37 | update_interval: 0.3058264976806855 s | rate: 2.606396436691284 | distortion(mse): 0.005962225142866373 | rd_loss: 26.45530891418457
INFO:root:Epoch: 37 | update_interval: 0.3057887732063069 s | rate: 2.605051040649414 | distortion(mse): 0.005957756191492081 | rd_loss: 26.43608856201172
INFO:root:Epoch: 37 | update_interval: 0.3057462972753188 s | rate: 2.603637218475342 | distortion(mse): 0.005953406915068626 | rd_loss: 26.417280197143555
INFO:root:Epoch: 38
INFO:root:Epoch: 38 | update_interval: 0.30648390863325214 s | rate: 2.602297067642212 | distortion(mse): 0.005949488840997219 | rd_loss: 26.400270462036133
INFO:root:Epoch: 38 | update_interval: 0.3064419264233978 s | rate: 2.6008565425872803 | distortion(mse): 0.005944759584963322 | rd_loss: 26.379913330078125
INFO:root:Epoch: 38 | update_interval: 0.3064022243771094 s | rate: 2.5995736122131348 | distortion(mse): 0.005941126495599747 | rd_loss: 26.36409568786621
INFO:root:Epoch: 38 | update_interval: 0.30636525399837655 s | rate: 2.598151206970215 | distortion(mse): 0.005936476867645979 | rd_loss: 26.344074249267578
INFO:root:Epoch: 38 | update_interval: 0.3063230985394771 s | rate: 2.5967772006988525 | distortion(mse): 0.005931722931563854 | rd_loss: 26.323688507080078
INFO:root:Epoch: 38 | update_interval: 0.3062821520037121 s | rate: 2.5954747200012207 | distortion(mse): 0.0059277513064444065 | rd_loss: 26.306503295898438
INFO:root:Epoch: 38 | update_interval: 0.3062417744598177 s | rate: 2.594161033630371 | distortion(mse): 0.005923451390117407 | rd_loss: 26.287992477416992
INFO:root:Epoch: 38 | update_interval: 0.306204786062901 s | rate: 2.592907428741455 | distortion(mse): 0.00591997941955924 | rd_loss: 26.27284812927246
INFO:root:Epoch: 38 | update_interval: 0.30616450322943933 s | rate: 2.591667652130127 | distortion(mse): 0.00591646134853363 | rd_loss: 26.257532119750977
INFO:root:Epoch: 38 | update_interval: 0.3061253660950213 s | rate: 2.5903732776641846 | distortion(mse): 0.00591260613873601 | rd_loss: 26.240814208984375
INFO:root:Epoch: 38 | update_interval: 0.30608461590470937 s | rate: 2.589055299758911 | distortion(mse): 0.00590832345187664 | rd_loss: 26.222362518310547
INFO:root:Epoch: 38 | update_interval: 0.30604511791681127 s | rate: 2.587817907333374 | distortion(mse): 0.005904616788029671 | rd_loss: 26.206298828125
INFO:root:Epoch: 38 | update_interval: 0.30600905752903496 s | rate: 2.5864882469177246 | distortion(mse): 0.00590042769908905 | rd_loss: 26.18821144104004
INFO:root:Epoch: 38 | update_interval: 0.30596862802138697 s | rate: 2.5851147174835205 | distortion(mse): 0.005896248389035463 | rd_loss: 26.170122146606445
INFO:root:Epoch: 38 | update_interval: 0.30592922752286184 s | rate: 2.5838799476623535 | distortion(mse): 0.005892605055123568 | rd_loss: 26.154315948486328
INFO:root:Epoch: 38 | update_interval: 0.3058911357513846 s | rate: 2.5825634002685547 | distortion(mse): 0.005888218525797129 | rd_loss: 26.135452270507812
INFO:root:Epoch: 38 | update_interval: 0.3058506354424598 s | rate: 2.5812771320343018 | distortion(mse): 0.005885077174752951 | rd_loss: 26.121604919433594
INFO:root:Epoch: 38 | update_interval: 0.30581257682029017 s | rate: 2.579963207244873 | distortion(mse): 0.005880746990442276 | rd_loss: 26.102970123291016
INFO:root:Epoch: 38 | update_interval: 0.3057744676712265 s | rate: 2.578629970550537 | distortion(mse): 0.005876566749066114 | rd_loss: 26.084915161132812
INFO:root:Epoch: 39
INFO:root:Epoch: 39 | update_interval: 0.30648922140656765 s | rate: 2.5773861408233643 | distortion(mse): 0.00587310828268528 | rd_loss: 26.069839477539062
INFO:root:Epoch: 39 | update_interval: 0.30645008489388187 s | rate: 2.5760293006896973 | distortion(mse): 0.005868648178875446 | rd_loss: 26.050642013549805
INFO:root:Epoch: 39 | update_interval: 0.306412078893703 s | rate: 2.5747735500335693 | distortion(mse): 0.005864958744496107 | rd_loss: 26.03462791442871
INFO:root:Epoch: 39 | update_interval: 0.3063731438107536 s | rate: 2.5734026432037354 | distortion(mse): 0.005860568955540657 | rd_loss: 26.015697479248047
INFO:root:Epoch: 39 | update_interval: 0.3063350598017375 s | rate: 2.572120428085327 | distortion(mse): 0.0058561284095048904 | rd_loss: 25.996654510498047
INFO:root:Epoch: 39 | update_interval: 0.3062954959430617 s | rate: 2.5709028244018555 | distortion(mse): 0.005852716043591499 | rd_loss: 25.981786727905273
INFO:root:Epoch: 39 | update_interval: 0.3062562043602402 s | rate: 2.569666862487793 | distortion(mse): 0.0058488864451646805 | rd_loss: 25.96523094177246
INFO:root:Epoch: 39 | update_interval: 0.3062196629250098 s | rate: 2.5684733390808105 | distortion(mse): 0.005845453590154648 | rd_loss: 25.950305938720703
INFO:root:Epoch: 39 | update_interval: 0.3061819407496491 s | rate: 2.5672924518585205 | distortion(mse): 0.0058420272544026375 | rd_loss: 25.9354190826416
INFO:root:Epoch: 39 | update_interval: 0.3061438708093574 s | rate: 2.566016674041748 | distortion(mse): 0.005838044919073582 | rd_loss: 25.918210983276367
INFO:root:Epoch: 39 | update_interval: 0.30610379942001836 s | rate: 2.5647997856140137 | distortion(mse): 0.0058343480341136456 | rd_loss: 25.902204513549805
INFO:root:Epoch: 39 | update_interval: 0.30606649840438127 s | rate: 2.563626527786255 | distortion(mse): 0.005830545909702778 | rd_loss: 25.88582420349121
INFO:root:Epoch: 39 | update_interval: 0.3060306418677118 s | rate: 2.5623257160186768 | distortion(mse): 0.005826410371810198 | rd_loss: 25.86798095703125
INFO:root:Epoch: 39 | update_interval: 0.305993024731576 s | rate: 2.561079978942871 | distortion(mse): 0.005822394508868456 | rd_loss: 25.850669860839844
INFO:root:Epoch: 39 | update_interval: 0.3059543443236121 s | rate: 2.5598723888397217 | distortion(mse): 0.005818718113005161 | rd_loss: 25.834753036499023
INFO:root:Epoch: 39 | update_interval: 0.3059154480576356 s | rate: 2.5586485862731934 | distortion(mse): 0.0058152200654149055 | rd_loss: 25.819538116455078
INFO:root:Epoch: 39 | update_interval: 0.3058783866246541 s | rate: 2.5573890209198 | distortion(mse): 0.005811361595988274 | rd_loss: 25.80284881591797
INFO:root:Epoch: 39 | update_interval: 0.3058427989720981 s | rate: 2.5561835765838623 | distortion(mse): 0.005807487294077873 | rd_loss: 25.786142349243164
INFO:root:Epoch: 39 | update_interval: 0.3058092541517095 s | rate: 2.554922580718994 | distortion(mse): 0.005803715903311968 | rd_loss: 25.769794464111328
INFO:root:Epoch: 40
INFO:root:Epoch: 40 | update_interval: 0.30663027459406755 s | rate: 2.553662061691284 | distortion(mse): 0.0057998416014015675 | rd_loss: 25.753040313720703
INFO:root:Epoch: 40 | update_interval: 0.3065924125261585 s | rate: 2.5524373054504395 | distortion(mse): 0.005796170327812433 | rd_loss: 25.73712921142578
INFO:root:Epoch: 40 | update_interval: 0.30655299022497723 s | rate: 2.5512261390686035 | distortion(mse): 0.005792245268821716 | rd_loss: 25.720216751098633
INFO:root:Epoch: 40 | update_interval: 0.3065168778101603 s | rate: 2.549950361251831 | distortion(mse): 0.005787963513284922 | rd_loss: 25.701814651489258
INFO:root:Epoch: 40 | update_interval: 0.3064867609243254 s | rate: 2.548694133758545 | distortion(mse): 0.005783689208328724 | rd_loss: 25.68346405029297
INFO:root:Epoch: 40 | update_interval: 0.3064484652239918 s | rate: 2.5475640296936035 | distortion(mse): 0.005780255421996117 | rd_loss: 25.66860008239746
INFO:root:Epoch: 40 | update_interval: 0.30641854710886757 s | rate: 2.5463554859161377 | distortion(mse): 0.005776694975793362 | rd_loss: 25.65315055847168
INFO:root:Epoch: 40 | update_interval: 0.3063814274260872 s | rate: 2.5452630519866943 | distortion(mse): 0.005773279350250959 | rd_loss: 25.63839340209961
INFO:root:Epoch: 40 | update_interval: 0.3063430846912319 s | rate: 2.544135808944702 | distortion(mse): 0.005770090036094189 | rd_loss: 25.624509811401367
INFO:root:Epoch: 40 | update_interval: 0.3063048876489554 s | rate: 2.5428833961486816 | distortion(mse): 0.00576604763045907 | rd_loss: 25.607088088989258
INFO:root:Epoch: 40 | update_interval: 0.3062666677397482 s | rate: 2.541790723800659 | distortion(mse): 0.0057625859044492245 | rd_loss: 25.59214973449707
INFO:root:Epoch: 40 | update_interval: 0.3062309363749639 s | rate: 2.5406079292297363 | distortion(mse): 0.0057587274350225925 | rd_loss: 25.57553482055664
INFO:root:Epoch: 40 | update_interval: 0.30619313533010045 s | rate: 2.539419412612915 | distortion(mse): 0.005754990037530661 | rd_loss: 25.559391021728516
INFO:root:Epoch: 40 | update_interval: 0.3061559637906346 s | rate: 2.5382301807403564 | distortion(mse): 0.005751193966716528 | rd_loss: 25.54301643371582
INFO:root:Epoch: 40 | update_interval: 0.30611892952601943 s | rate: 2.5370655059814453 | distortion(mse): 0.005747176706790924 | rd_loss: 25.525779724121094
INFO:root:Epoch: 40 | update_interval: 0.30608118462065853 s | rate: 2.5358927249908447 | distortion(mse): 0.005743935238569975 | rd_loss: 25.511638641357422
INFO:root:Epoch: 40 | update_interval: 0.30604578893733425 s | rate: 2.5347530841827393 | distortion(mse): 0.0057403650134801865 | rd_loss: 25.496219635009766
INFO:root:Epoch: 40 | update_interval: 0.3060089208553364 s | rate: 2.5335965156555176 | distortion(mse): 0.005736444145441055 | rd_loss: 25.479379653930664
INFO:root:Epoch: 41
INFO:root:Epoch: 41 | update_interval: 0.3067138530246324 s | rate: 2.532393217086792 | distortion(mse): 0.005732736550271511 | rd_loss: 25.463346481323242
INFO:root:Epoch: 41 | update_interval: 0.30667573398876685 s | rate: 2.531167984008789 | distortion(mse): 0.005728835705667734 | rd_loss: 25.446516036987305
INFO:root:Epoch: 41 | update_interval: 0.30663808450044977 s | rate: 2.530031442642212 | distortion(mse): 0.005725434049963951 | rd_loss: 25.431774139404297
INFO:root:Epoch: 41 | update_interval: 0.30660070818524027 s | rate: 2.5288543701171875 | distortion(mse): 0.005721658002585173 | rd_loss: 25.41549301147461
INFO:root:Epoch: 41 | update_interval: 0.30656482887268066 s | rate: 2.5276598930358887 | distortion(mse): 0.0057175238616764545 | rd_loss: 25.397764205932617
INFO:root:Epoch: 41 | update_interval: 0.30652606511853403 s | rate: 2.5264854431152344 | distortion(mse): 0.005713800434023142 | rd_loss: 25.381694793701172
INFO:root:Epoch: 41 | update_interval: 0.30648858709838556 s | rate: 2.525397777557373 | distortion(mse): 0.005710354540497065 | rd_loss: 25.3668270111084
INFO:root:Epoch: 41 | update_interval: 0.30645114174232385 s | rate: 2.524289846420288 | distortion(mse): 0.005707118194550276 | rd_loss: 25.352773666381836
INFO:root:Epoch: 41 | update_interval: 0.30641673250896173 s | rate: 2.523242235183716 | distortion(mse): 0.005703795701265335 | rd_loss: 25.338436126708984
INFO:root:Epoch: 41 | update_interval: 0.30638030327283416 s | rate: 2.5221588611602783 | distortion(mse): 0.005700957030057907 | rd_loss: 25.326000213623047
INFO:root:Epoch: 41 | update_interval: 0.3063424149487602 s | rate: 2.520981788635254 | distortion(mse): 0.005697348155081272 | rd_loss: 25.310388565063477
INFO:root:Epoch: 41 | update_interval: 0.3063039405266647 s | rate: 2.519940137863159 | distortion(mse): 0.005694080609828234 | rd_loss: 25.29627799987793
INFO:root:Epoch: 41 | update_interval: 0.3062691367601222 s | rate: 2.5188167095184326 | distortion(mse): 0.005690529476851225 | rd_loss: 25.280948638916016
INFO:root:Epoch: 41 | update_interval: 0.3062352227921389 s | rate: 2.517641544342041 | distortion(mse): 0.0056870970875024796 | rd_loss: 25.266042709350586
INFO:root:Epoch: 41 | update_interval: 0.3061981838372103 s | rate: 2.516549587249756 | distortion(mse): 0.005684101954102516 | rd_loss: 25.25296974182129
INFO:root:Epoch: 41 | update_interval: 0.30616192805554726 s | rate: 2.515449047088623 | distortion(mse): 0.005680310074239969 | rd_loss: 25.2367000579834
INFO:root:Epoch: 41 | update_interval: 0.30612550084745416 s | rate: 2.514356851577759 | distortion(mse): 0.005677404813468456 | rd_loss: 25.223987579345703
INFO:root:Epoch: 41 | update_interval: 0.3060882472144771 s | rate: 2.513225555419922 | distortion(mse): 0.005673951935023069 | rd_loss: 25.209041595458984
INFO:root:Epoch: 41 | update_interval: 0.3060545769027884 s | rate: 2.512103796005249 | distortion(mse): 0.005670263431966305 | rd_loss: 25.19316864013672
INFO:root:Epoch: 42
INFO:root:Epoch: 42 | update_interval: 0.3067160180852383 s | rate: 2.5109989643096924 | distortion(mse): 0.005667040124535561 | rd_loss: 25.179168701171875
INFO:root:Epoch: 42 | update_interval: 0.3066797218491546 s | rate: 2.5098018646240234 | distortion(mse): 0.005663087125867605 | rd_loss: 25.162160873413086
INFO:root:Epoch: 42 | update_interval: 0.30664324031935797 s | rate: 2.5087409019470215 | distortion(mse): 0.005659796297550201 | rd_loss: 25.147937774658203
INFO:root:Epoch: 42 | update_interval: 0.3066073423075345 s | rate: 2.50758957862854 | distortion(mse): 0.005656156688928604 | rd_loss: 25.132226943969727
INFO:root:Epoch: 42 | update_interval: 0.30657054266941636 s | rate: 2.506460428237915 | distortion(mse): 0.005652271676808596 | rd_loss: 25.115558624267578
INFO:root:Epoch: 42 | update_interval: 0.3065344935243235 s | rate: 2.5053789615631104 | distortion(mse): 0.005648982245475054 | rd_loss: 25.101322174072266
INFO:root:Epoch: 42 | update_interval: 0.3064981788247075 s | rate: 2.5043134689331055 | distortion(mse): 0.0056455135345458984 | rd_loss: 25.086381912231445
INFO:root:Epoch: 42 | update_interval: 0.30646557831853966 s | rate: 2.5032637119293213 | distortion(mse): 0.005642492324113846 | rd_loss: 25.0732479095459
INFO:root:Epoch: 42 | update_interval: 0.3064286666406426 s | rate: 2.502272367477417 | distortion(mse): 0.005639450624585152 | rd_loss: 25.060091018676758
INFO:root:Epoch: 42 | update_interval: 0.30639359363178736 s | rate: 2.5012264251708984 | distortion(mse): 0.005636317189782858 | rd_loss: 25.046512603759766
INFO:root:Epoch: 42 | update_interval: 0.30635829037427903 s | rate: 2.5001378059387207 | distortion(mse): 0.005632882006466389 | rd_loss: 25.031681060791016
INFO:root:Epoch: 42 | update_interval: 0.30632017888082247 s | rate: 2.499131679534912 | distortion(mse): 0.005629713647067547 | rd_loss: 25.018001556396484
INFO:root:Epoch: 42 | update_interval: 0.30628611512314946 s | rate: 2.4980618953704834 | distortion(mse): 0.005626353435218334 | rd_loss: 25.00349235534668
INFO:root:Epoch: 42 | update_interval: 0.30625126673602227 s | rate: 2.496914863586426 | distortion(mse): 0.005623169243335724 | rd_loss: 24.98961067199707
INFO:root:Epoch: 42 | update_interval: 0.30621613311530343 s | rate: 2.4958903789520264 | distortion(mse): 0.00562016386538744 | rd_loss: 24.9765625
INFO:root:Epoch: 42 | update_interval: 0.30618024630576185 s | rate: 2.4948394298553467 | distortion(mse): 0.005616792012006044 | rd_loss: 24.96202278137207
INFO:root:Epoch: 42 | update_interval: 0.3061441999511151 s | rate: 2.4937658309936523 | distortion(mse): 0.005613856017589569 | rd_loss: 24.94920539855957
INFO:root:Epoch: 42 | update_interval: 0.306108841724703 s | rate: 2.492717742919922 | distortion(mse): 0.005610304418951273 | rd_loss: 24.93395233154297
INFO:root:Epoch: 42 | update_interval: 0.3060719913185233 s | rate: 2.4916093349456787 | distortion(mse): 0.005606678314507008 | rd_loss: 24.9183406829834
INFO:root:Epoch: 43
INFO:root:Epoch: 43 | update_interval: 0.30680075623048986 s | rate: 2.490567445755005 | distortion(mse): 0.005603433586657047 | rd_loss: 24.904321670532227
INFO:root:Epoch: 43 | update_interval: 0.306764883759581 s | rate: 2.489431142807007 | distortion(mse): 0.005599603988230228 | rd_loss: 24.887866973876953
INFO:root:Epoch: 43 | update_interval: 0.30673026315380997 s | rate: 2.4884374141693115 | distortion(mse): 0.005596706178039312 | rd_loss: 24.875280380249023
INFO:root:Epoch: 43 | update_interval: 0.30669200490848186 s | rate: 2.487316370010376 | distortion(mse): 0.005592937581241131 | rd_loss: 24.859086990356445
INFO:root:Epoch: 43 | update_interval: 0.3066569377575413 s | rate: 2.486241579055786 | distortion(mse): 0.005589065607637167 | rd_loss: 24.842525482177734
INFO:root:Epoch: 43 | update_interval: 0.3066215735981447 s | rate: 2.48522686958313 | distortion(mse): 0.005585901904851198 | rd_loss: 24.828857421875
INFO:root:Epoch: 43 | update_interval: 0.30658777301296863 s | rate: 2.484198808670044 | distortion(mse): 0.005582509096711874 | rd_loss: 24.814260482788086
INFO:root:Epoch: 43 | update_interval: 0.30655161282595467 s | rate: 2.4832303524017334 | distortion(mse): 0.005579757504165173 | rd_loss: 24.80228614807129
INFO:root:Epoch: 43 | update_interval: 0.3065147662542149 s | rate: 2.482274055480957 | distortion(mse): 0.0055769882164895535 | rd_loss: 24.790252685546875
INFO:root:Epoch: 43 | update_interval: 0.3064802450772311 s | rate: 2.481267213821411 | distortion(mse): 0.005573897156864405 | rd_loss: 24.77688217163086
INFO:root:Epoch: 43 | update_interval: 0.30644584825769594 s | rate: 2.4802350997924805 | distortion(mse): 0.005570429377257824 | rd_loss: 24.76197624206543
INFO:root:Epoch: 43 | update_interval: 0.3064132945130511 s | rate: 2.4792773723602295 | distortion(mse): 0.005567417945712805 | rd_loss: 24.748973846435547
INFO:root:Epoch: 43 | update_interval: 0.30637808699845975 s | rate: 2.478238105773926 | distortion(mse): 0.005563937593251467 | rd_loss: 24.7340145111084
INFO:root:Epoch: 43 | update_interval: 0.30634371660051557 s | rate: 2.477153778076172 | distortion(mse): 0.005560427904129028 | rd_loss: 24.718887329101562
INFO:root:Epoch: 43 | update_interval: 0.30630879164611147 s | rate: 2.476196765899658 | distortion(mse): 0.005557458847761154 | rd_loss: 24.706056594848633
INFO:root:Epoch: 43 | update_interval: 0.3062766465747241 s | rate: 2.475162982940674 | distortion(mse): 0.005553794093430042 | rd_loss: 24.69036293029785
INFO:root:Epoch: 43 | update_interval: 0.3062418571240974 s | rate: 2.47416090965271 | distortion(mse): 0.005551178008317947 | rd_loss: 24.678897857666016
INFO:root:Epoch: 43 | update_interval: 0.3062058385290187 s | rate: 2.4731297492980957 | distortion(mse): 0.005547527689486742 | rd_loss: 24.66326332092285
INFO:root:Epoch: 43 | update_interval: 0.306171211683188 s | rate: 2.4720818996429443 | distortion(mse): 0.005544002167880535 | rd_loss: 24.648115158081055
INFO:root:Epoch: 44
INFO:root:Epoch: 44 | update_interval: 0.3069008924534931 s | rate: 2.471109390258789 | distortion(mse): 0.00554115604609251 | rd_loss: 24.635757446289062
INFO:root:Epoch: 44 | update_interval: 0.30686462371283185 s | rate: 2.470036029815674 | distortion(mse): 0.0055374945513904095 | rd_loss: 24.620038986206055
INFO:root:Epoch: 44 | update_interval: 0.30682756659496263 s | rate: 2.46905517578125 | distortion(mse): 0.005534482654184103 | rd_loss: 24.607009887695312
INFO:root:Epoch: 44 | update_interval: 0.30679087495402163 s | rate: 2.4679713249206543 | distortion(mse): 0.005530836060643196 | rd_loss: 24.591339111328125
INFO:root:Epoch: 44 | update_interval: 0.30675572219949504 s | rate: 2.466967821121216 | distortion(mse): 0.005527091212570667 | rd_loss: 24.575353622436523
INFO:root:Epoch: 44 | update_interval: 0.3067196532314708 s | rate: 2.4660189151763916 | distortion(mse): 0.0055242870002985 | rd_loss: 24.563190460205078
INFO:root:Epoch: 44 | update_interval: 0.30668312840038636 s | rate: 2.4650521278381348 | distortion(mse): 0.005521153565496206 | rd_loss: 24.5496883392334
INFO:root:Epoch: 44 | update_interval: 0.30664565023547874 s | rate: 2.4641239643096924 | distortion(mse): 0.005518326535820961 | rd_loss: 24.537452697753906
INFO:root:Epoch: 44 | update_interval: 0.306609389143127 s | rate: 2.4632112979888916 | distortion(mse): 0.005515569355338812 | rd_loss: 24.525514602661133
INFO:root:Epoch: 44 | update_interval: 0.30657237006202254 s | rate: 2.4622104167938232 | distortion(mse): 0.0055125621147453785 | rd_loss: 24.51248550415039
INFO:root:Epoch: 44 | update_interval: 0.30653500790243216 s | rate: 2.4612581729888916 | distortion(mse): 0.005509666167199612 | rd_loss: 24.499954223632812
INFO:root:Epoch: 44 | update_interval: 0.30650013234817086 s | rate: 2.460350513458252 | distortion(mse): 0.005506650544703007 | rd_loss: 24.486984252929688
INFO:root:Epoch: 44 | update_interval: 0.306462029616038 s | rate: 2.459322452545166 | distortion(mse): 0.005503407679498196 | rd_loss: 24.472984313964844
INFO:root:Epoch: 44 | update_interval: 0.3064281930821404 s | rate: 2.458338975906372 | distortion(mse): 0.00550021231174469 | rd_loss: 24.4592227935791
INFO:root:Epoch: 44 | update_interval: 0.306393548938271 s | rate: 2.4573922157287598 | distortion(mse): 0.005497269798070192 | rd_loss: 24.446502685546875
INFO:root:Epoch: 44 | update_interval: 0.3063568045094627 s | rate: 2.4564294815063477 | distortion(mse): 0.005494403652846813 | rd_loss: 24.434078216552734
INFO:root:Epoch: 44 | update_interval: 0.3063214668165451 s | rate: 2.4554381370544434 | distortion(mse): 0.00549121480435133 | rd_loss: 24.420326232910156
INFO:root:Epoch: 44 | update_interval: 0.3062827054988703 s | rate: 2.4544901847839355 | distortion(mse): 0.005488058086484671 | rd_loss: 24.406753540039062
INFO:root:Epoch: 44 | update_interval: 0.3062471330588591 s | rate: 2.4534900188446045 | distortion(mse): 0.005484899505972862 | rd_loss: 24.393115997314453
INFO:root:Epoch: 45
INFO:root:Epoch: 45 | update_interval: 0.30686343203187694 s | rate: 2.4524948596954346 | distortion(mse): 0.005481986794620752 | rd_loss: 24.380470275878906
INFO:root:Epoch: 45 | update_interval: 0.30682789289726403 s | rate: 2.451526403427124 | distortion(mse): 0.005479110404849052 | rd_loss: 24.36799430847168
INFO:root:Epoch: 45 | update_interval: 0.30679227230265227 s | rate: 2.4505739212036133 | distortion(mse): 0.00547594390809536 | rd_loss: 24.35437774658203
INFO:root:Epoch: 45 | update_interval: 0.30675448159610524 s | rate: 2.4495632648468018 | distortion(mse): 0.005472437012940645 | rd_loss: 24.339336395263672
INFO:root:Epoch: 45 | update_interval: 0.30671967613991225 s | rate: 2.448568344116211 | distortion(mse): 0.005468984600156546 | rd_loss: 24.324533462524414
INFO:root:Epoch: 45 | update_interval: 0.3066831365997243 s | rate: 2.4476828575134277 | distortion(mse): 0.005466172005981207 | rd_loss: 24.312395095825195
INFO:root:Epoch: 45 | update_interval: 0.3066472723783111 s | rate: 2.446730136871338 | distortion(mse): 0.00546328816562891 | rd_loss: 24.299903869628906
INFO:root:Epoch: 45 | update_interval: 0.3066137660582674 s | rate: 2.445875883102417 | distortion(mse): 0.005460566841065884 | rd_loss: 24.28816795349121
INFO:root:Epoch: 45 | update_interval: 0.3065806913097002 s | rate: 2.4449968338012695 | distortion(mse): 0.005457983817905188 | rd_loss: 24.27695655822754
INFO:root:Epoch: 45 | update_interval: 0.30654366952236567 s | rate: 2.4440014362335205 | distortion(mse): 0.005454646423459053 | rd_loss: 24.26261329650879
INFO:root:Epoch: 45 | update_interval: 0.30650892357842924 s | rate: 2.443148136138916 | distortion(mse): 0.0054518431425094604 | rd_loss: 24.250545501708984
INFO:root:Epoch: 45 | update_interval: 0.30647513621892686 s | rate: 2.4422144889831543 | distortion(mse): 0.005448699463158846 | rd_loss: 24.237035751342773
INFO:root:Epoch: 45 | update_interval: 0.30644114653084414 s | rate: 2.4412758350372314 | distortion(mse): 0.005445816088467836 | rd_loss: 24.22456932067871
INFO:root:Epoch: 45 | update_interval: 0.30640551628068435 s | rate: 2.4403319358825684 | distortion(mse): 0.005442842375487089 | rd_loss: 24.211732864379883
INFO:root:Epoch: 45 | update_interval: 0.3063732742570972 s | rate: 2.439408302307129 | distortion(mse): 0.005439599975943565 | rd_loss: 24.197837829589844
INFO:root:Epoch: 45 | update_interval: 0.3063374452413926 s | rate: 2.438479423522949 | distortion(mse): 0.005437006708234549 | rd_loss: 24.18653678894043
INFO:root:Epoch: 45 | update_interval: 0.3063033973079429 s | rate: 2.437577962875366 | distortion(mse): 0.005434111226350069 | rd_loss: 24.174057006835938
INFO:root:Epoch: 45 | update_interval: 0.30627130722558055 s | rate: 2.436660051345825 | distortion(mse): 0.005430891178548336 | rd_loss: 24.160259246826172
INFO:root:Epoch: 46
INFO:root:Epoch: 46 | update_interval: 0.3068851992987484 s | rate: 2.4356982707977295 | distortion(mse): 0.005427907221019268 | rd_loss: 24.14735984802246
INFO:root:Epoch: 46 | update_interval: 0.30685235859340115 s | rate: 2.4347169399261475 | distortion(mse): 0.005424777045845985 | rd_loss: 24.133859634399414
INFO:root:Epoch: 46 | update_interval: 0.30681758163434547 s | rate: 2.433812141418457 | distortion(mse): 0.005422019399702549 | rd_loss: 24.121923446655273
INFO:root:Epoch: 46 | update_interval: 0.30678328599797966 s | rate: 2.432875871658325 | distortion(mse): 0.005418877117335796 | rd_loss: 24.10841941833496
INFO:root:Epoch: 46 | update_interval: 0.30674854169918014 s | rate: 2.4319212436676025 | distortion(mse): 0.0054154242388904095 | rd_loss: 24.093650817871094
INFO:root:Epoch: 46 | update_interval: 0.3067163452608832 s | rate: 2.4309818744659424 | distortion(mse): 0.005412302911281586 | rd_loss: 24.080228805541992
INFO:root:Epoch: 46 | update_interval: 0.3066839889324902 s | rate: 2.430119752883911 | distortion(mse): 0.0054094223305583 | rd_loss: 24.06784439086914
INFO:root:Epoch: 46 | update_interval: 0.30664957242274504 s | rate: 2.4292423725128174 | distortion(mse): 0.005406729876995087 | rd_loss: 24.056198120117188
INFO:root:Epoch: 46 | update_interval: 0.30661550179926117 s | rate: 2.428415536880493 | distortion(mse): 0.005403926596045494 | rd_loss: 24.044157028198242
INFO:root:Epoch: 46 | update_interval: 0.30658127945129604 s | rate: 2.4275622367858887 | distortion(mse): 0.005401459522545338 | rd_loss: 24.033435821533203
INFO:root:Epoch: 46 | update_interval: 0.3065495912824358 s | rate: 2.4266200065612793 | distortion(mse): 0.0053983451798558235 | rd_loss: 24.020036697387695
INFO:root:Epoch: 46 | update_interval: 0.30651612532193256 s | rate: 2.425797700881958 | distortion(mse): 0.005395593587309122 | rd_loss: 24.008207321166992
INFO:root:Epoch: 46 | update_interval: 0.3064814127157596 s | rate: 2.424903392791748 | distortion(mse): 0.005392588675022125 | rd_loss: 23.995296478271484
INFO:root:Epoch: 46 | update_interval: 0.3064460572457802 s | rate: 2.4239628314971924 | distortion(mse): 0.0053893327713012695 | rd_loss: 23.981332778930664
INFO:root:Epoch: 46 | update_interval: 0.3064145534654255 s | rate: 2.4230964183807373 | distortion(mse): 0.00538668455556035 | rd_loss: 23.969871520996094
INFO:root:Epoch: 46 | update_interval: 0.30638286818157545 s | rate: 2.4222168922424316 | distortion(mse): 0.005383445415645838 | rd_loss: 23.956035614013672
INFO:root:Epoch: 46 | update_interval: 0.3063486557136735 s | rate: 2.421349287033081 | distortion(mse): 0.005380984861403704 | rd_loss: 23.94532585144043
INFO:root:Epoch: 46 | update_interval: 0.3063158476974418 s | rate: 2.420445680618286 | distortion(mse): 0.0053779976442456245 | rd_loss: 23.932472229003906
INFO:root:Epoch: 46 | update_interval: 0.30628263488631285 s | rate: 2.4195501804351807 | distortion(mse): 0.005374901462346315 | rd_loss: 23.919193267822266
INFO:root:Epoch: 47
INFO:root:Epoch: 47 | update_interval: 0.3069088527519778 s | rate: 2.418666124343872 | distortion(mse): 0.005372246727347374 | rd_loss: 23.907690048217773
INFO:root:Epoch: 47 | update_interval: 0.3068731127485717 s | rate: 2.4177002906799316 | distortion(mse): 0.005369188264012337 | rd_loss: 23.89449119567871
INFO:root:Epoch: 47 | update_interval: 0.30684091404383124 s | rate: 2.416856050491333 | distortion(mse): 0.0053671435452997684 | rd_loss: 23.885467529296875
INFO:root:Epoch: 47 | update_interval: 0.3068071562112251 s | rate: 2.4159321784973145 | distortion(mse): 0.005364272743463516 | rd_loss: 23.873058319091797
INFO:root:Epoch: 47 | update_interval: 0.3067748683529931 s | rate: 2.415027141571045 | distortion(mse): 0.005361045710742474 | rd_loss: 23.85924530029297
INFO:root:Epoch: 47 | update_interval: 0.3067411153469365 s | rate: 2.4141616821289062 | distortion(mse): 0.005358340218663216 | rd_loss: 23.847553253173828
INFO:root:Epoch: 47 | update_interval: 0.30670905123935654 s | rate: 2.413308620452881 | distortion(mse): 0.005355493165552616 | rd_loss: 23.835311889648438
INFO:root:Epoch: 47 | update_interval: 0.30667678932549575 s | rate: 2.412470817565918 | distortion(mse): 0.005352983716875315 | rd_loss: 23.824438095092773
INFO:root:Epoch: 47 | update_interval: 0.3066442863823587 s | rate: 2.4116859436035156 | distortion(mse): 0.005350518971681595 | rd_loss: 23.813793182373047
INFO:root:Epoch: 47 | update_interval: 0.30661263716848275 s | rate: 2.4108567237854004 | distortion(mse): 0.005348020698875189 | rd_loss: 23.8029727935791
INFO:root:Epoch: 47 | update_interval: 0.3065806152036526 s | rate: 2.409982442855835 | distortion(mse): 0.005345200188457966 | rd_loss: 23.790815353393555
INFO:root:Epoch: 47 | update_interval: 0.3065464964925244 s | rate: 2.4091804027557373 | distortion(mse): 0.005342486314475536 | rd_loss: 23.779157638549805
INFO:root:Epoch: 47 | update_interval: 0.3065136960574559 s | rate: 2.408322811126709 | distortion(mse): 0.005339577794075012 | rd_loss: 23.76666831970215
INFO:root:Epoch: 47 | update_interval: 0.30648201705354244 s | rate: 2.4073948860168457 | distortion(mse): 0.005336792208254337 | rd_loss: 23.75459861755371
INFO:root:Epoch: 47 | update_interval: 0.3064485481958878 s | rate: 2.40657639503479 | distortion(mse): 0.005334349349141121 | rd_loss: 23.74400520324707
INFO:root:Epoch: 47 | update_interval: 0.3064186425044619 s | rate: 2.405730962753296 | distortion(mse): 0.00533154746517539 | rd_loss: 23.731952667236328
INFO:root:Epoch: 47 | update_interval: 0.30638374190860324 s | rate: 2.404869556427002 | distortion(mse): 0.005329180043190718 | rd_loss: 23.721620559692383
INFO:root:Epoch: 47 | update_interval: 0.30635174651786307 s | rate: 2.4040260314941406 | distortion(mse): 0.005326258949935436 | rd_loss: 23.70909309387207
INFO:root:Epoch: 47 | update_interval: 0.30632002353668214 s | rate: 2.4031295776367188 | distortion(mse): 0.0053233131766319275 | rd_loss: 23.696414947509766
INFO:root:Epoch: 48
INFO:root:Epoch: 48 | update_interval: 0.3069374447249099 s | rate: 2.4022884368896484 | distortion(mse): 0.00532063003629446 | rd_loss: 23.684837341308594
INFO:root:Epoch: 48 | update_interval: 0.3069067342618925 s | rate: 2.401362419128418 | distortion(mse): 0.005317486822605133 | rd_loss: 23.671335220336914
INFO:root:Epoch: 48 | update_interval: 0.30687694823544326 s | rate: 2.400566339492798 | distortion(mse): 0.005315112415701151 | rd_loss: 23.661043167114258
INFO:root:Epoch: 48 | update_interval: 0.3068439245223999 s | rate: 2.399653673171997 | distortion(mse): 0.005312001332640648 | rd_loss: 23.64768409729004
INFO:root:Epoch: 48 | update_interval: 0.30681073883796867 s | rate: 2.398784637451172 | distortion(mse): 0.005308759864419699 | rd_loss: 23.633852005004883
INFO:root:Epoch: 48 | update_interval: 0.3067805307552153 s | rate: 2.3979692459106445 | distortion(mse): 0.005306088365614414 | rd_loss: 23.622350692749023
INFO:root:Epoch: 48 | update_interval: 0.3067467367426135 s | rate: 2.397136926651001 | distortion(mse): 0.005303158890455961 | rd_loss: 23.609800338745117
INFO:root:Epoch: 48 | update_interval: 0.30671646841279754 s | rate: 2.396362066268921 | distortion(mse): 0.005300877150148153 | rd_loss: 23.599895477294922
INFO:root:Epoch: 48 | update_interval: 0.306684316787971 s | rate: 2.395596742630005 | distortion(mse): 0.005298593081533909 | rd_loss: 23.589994430541992
INFO:root:Epoch: 48 | update_interval: 0.30665403254199447 s | rate: 2.3947865962982178 | distortion(mse): 0.005296057090163231 | rd_loss: 23.579042434692383
INFO:root:Epoch: 48 | update_interval: 0.30662396687928584 s | rate: 2.393951892852783 | distortion(mse): 0.005293196067214012 | rd_loss: 23.566762924194336
INFO:root:Epoch: 48 | update_interval: 0.3065902154346524 s | rate: 2.3931844234466553 | distortion(mse): 0.0052908919751644135 | rd_loss: 23.556777954101562
INFO:root:Epoch: 48 | update_interval: 0.3065587805659393 s | rate: 2.392341375350952 | distortion(mse): 0.005288430489599705 | rd_loss: 23.54608917236328
INFO:root:Epoch: 48 | update_interval: 0.30652758398430835 s | rate: 2.3914599418640137 | distortion(mse): 0.005286343861371279 | rd_loss: 23.536861419677734
INFO:root:Epoch: 48 | update_interval: 0.3064971267072039 s | rate: 2.390686511993408 | distortion(mse): 0.005284338258206844 | rd_loss: 23.528066635131836
INFO:root:Epoch: 48 | update_interval: 0.30646424786977 s | rate: 2.3898468017578125 | distortion(mse): 0.005281620658934116 | rd_loss: 23.516357421875
INFO:root:Epoch: 48 | update_interval: 0.3064338602101323 s | rate: 2.389035940170288 | distortion(mse): 0.005279816221445799 | rd_loss: 23.508331298828125
INFO:root:Epoch: 48 | update_interval: 0.3064016694607942 s | rate: 2.388190269470215 | distortion(mse): 0.005276969168335199 | rd_loss: 23.496095657348633
INFO:root:Epoch: 48 | update_interval: 0.30636999847834584 s | rate: 2.387328863143921 | distortion(mse): 0.005274196155369282 | rd_loss: 23.484146118164062
INFO:root:Epoch: 49
INFO:root:Epoch: 49 | update_interval: 0.30696859975181795 s | rate: 2.3865365982055664 | distortion(mse): 0.005272186826914549 | rd_loss: 23.475317001342773
INFO:root:Epoch: 49 | update_interval: 0.30693831882910766 s | rate: 2.3856515884399414 | distortion(mse): 0.005269387271255255 | rd_loss: 23.463232040405273
INFO:root:Epoch: 49 | update_interval: 0.3069067107134567 s | rate: 2.38484787940979 | distortion(mse): 0.005267120432108641 | rd_loss: 23.45336151123047
INFO:root:Epoch: 49 | update_interval: 0.30687339385780127 s | rate: 2.383955717086792 | distortion(mse): 0.0052642724476754665 | rd_loss: 23.441076278686523
INFO:root:Epoch: 49 | update_interval: 0.30684505410122304 s | rate: 2.383132219314575 | distortion(mse): 0.00526133319362998 | rd_loss: 23.428497314453125
INFO:root:Epoch: 49 | update_interval: 0.3068141907935775 s | rate: 2.382357597351074 | distortion(mse): 0.00525900861248374 | rd_loss: 23.418424606323242
INFO:root:Epoch: 49 | update_interval: 0.30678328748407035 s | rate: 2.381566047668457 | distortion(mse): 0.005256446078419685 | rd_loss: 23.40738296508789
INFO:root:Epoch: 49 | update_interval: 0.3067529981693231 s | rate: 2.3808085918426514 | distortion(mse): 0.0052541084587574005 | rd_loss: 23.397275924682617
INFO:root:Epoch: 49 | update_interval: 0.30672097693207445 s | rate: 2.3800652027130127 | distortion(mse): 0.005251822993159294 | rd_loss: 23.387388229370117
INFO:root:Epoch: 49 | update_interval: 0.30669050703243333 s | rate: 2.3792402744293213 | distortion(mse): 0.005249119363725185 | rd_loss: 23.375751495361328
INFO:root:Epoch: 49 | update_interval: 0.3066582547236921 s | rate: 2.37846302986145 | distortion(mse): 0.0052466378547251225 | rd_loss: 23.365049362182617
INFO:root:Epoch: 49 | update_interval: 0.3066288266279051 s | rate: 2.3777198791503906 | distortion(mse): 0.005244022235274315 | rd_loss: 23.35384178161621
INFO:root:Epoch: 49 | update_interval: 0.3065966587250442 s | rate: 2.3768739700317383 | distortion(mse): 0.005241150502115488 | rd_loss: 23.341510772705078
INFO:root:Epoch: 49 | update_interval: 0.3065666308377516 s | rate: 2.3760664463043213 | distortion(mse): 0.005238273646682501 | rd_loss: 23.329195022583008
INFO:root:Epoch: 49 | update_interval: 0.3065357422726786 s | rate: 2.375288963317871 | distortion(mse): 0.0052357325330376625 | rd_loss: 23.31825065612793
INFO:root:Epoch: 49 | update_interval: 0.306503528668252 s | rate: 2.3744986057281494 | distortion(mse): 0.005233307369053364 | rd_loss: 23.30776023864746
INFO:root:Epoch: 49 | update_interval: 0.3064737611233807 s | rate: 2.3736824989318848 | distortion(mse): 0.005230572074651718 | rd_loss: 23.296001434326172
INFO:root:Epoch: 49 | update_interval: 0.3064420540111895 s | rate: 2.3729028701782227 | distortion(mse): 0.00522790290415287 | rd_loss: 23.2845458984375
INFO:root:Epoch: 49 | update_interval: 0.3064120692395149 s | rate: 2.372076988220215 | distortion(mse): 0.005225186701864004 | rd_loss: 23.272851943969727
INFO:root:Epoch: 50
INFO:root:Epoch: 50 | update_interval: 0.30701773757002176 s | rate: 2.3712546825408936 | distortion(mse): 0.00522252544760704 | rd_loss: 23.261384963989258
INFO:root:Epoch: 50 | update_interval: 0.3069870877417789 s | rate: 2.3704540729522705 | distortion(mse): 0.005220088176429272 | rd_loss: 23.250837326049805
INFO:root:Epoch: 50 | update_interval: 0.3069578180383903 s | rate: 2.3696677684783936 | distortion(mse): 0.005217419937252998 | rd_loss: 23.239377975463867
INFO:root:Epoch: 50 | update_interval: 0.3069267993256197 s | rate: 2.368830442428589 | distortion(mse): 0.005214428994804621 | rd_loss: 23.22657585144043
INFO:root:Epoch: 50 | update_interval: 0.3068966057187035 s | rate: 2.3680055141448975 | distortion(mse): 0.005211426876485348 | rd_loss: 23.213741302490234
INFO:root:Epoch: 50 | update_interval: 0.30686543194486526 s | rate: 2.3672776222229004 | distortion(mse): 0.005209046881645918 | rd_loss: 23.203493118286133
INFO:root:Epoch: 50 | update_interval: 0.30683465144953986 s | rate: 2.3664908409118652 | distortion(mse): 0.005206624511629343 | rd_loss: 23.19301986694336
INFO:root:Epoch: 50 | update_interval: 0.30680457932033617 s | rate: 2.365793228149414 | distortion(mse): 0.00520432461053133 | rd_loss: 23.183124542236328