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temp_annealing.log
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/home/user/micromamba/envs/autogpt/lib/python3.10/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.
warnings.warn(
/home/user/micromamba/envs/autogpt/lib/python3.10/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=Inception_V3_Weights.IMAGENET1K_V1`. You can also use `weights=Inception_V3_Weights.DEFAULT` to get the most up-to-date weights.
warnings.warn(msg)
Epoch 0 [100/1563] Loss: 63355.4727 Recon: 63353.2500 Quant: 2.2208
Epoch 0 [200/1563] Loss: 60325.8867 Recon: 60317.1875 Quant: 8.7002
Epoch 0 [300/1563] Loss: 300287.4375 Recon: 63150.5781 Quant: 237136.8438
Epoch 0 [400/1563] Loss: 3504089333760.0000 Recon: 64698.9922 Quant: 3504089333760.0000
Epoch 0 [500/1563] Loss: 1425841900748800.0000 Recon: 67009.2656 Quant: 1425841900748800.0000
Epoch 0 [600/1563] Loss: 41070813746561024.0000 Recon: 64749.8750 Quant: 41070813746561024.0000
Epoch 0 [700/1563] Loss: 11927495695663104.0000 Recon: 64756.8047 Quant: 11927495695663104.0000
Epoch 0 [800/1563] Loss: 7300326101090304.0000 Recon: 65889.9531 Quant: 7300326101090304.0000
Epoch 0 [900/1563] Loss: 7436773453987840.0000 Recon: 63991.6172 Quant: 7436773453987840.0000
Epoch 0 [1000/1563] Loss: 11424574352654336.0000 Recon: 64151.9297 Quant: 11424574352654336.0000
Epoch 0 [1100/1563] Loss: 12605502454235136.0000 Recon: 63324.9727 Quant: 12605502454235136.0000
Epoch 0 [1200/1563] Loss: 12826157472808960.0000 Recon: 63792.4531 Quant: 12826157472808960.0000
Epoch 0 [1300/1563] Loss: 13751344967974912.0000 Recon: 62285.7461 Quant: 13751344967974912.0000
Epoch 0 [1400/1563] Loss: 14510321523752960.0000 Recon: 61852.7031 Quant: 14510321523752960.0000
Epoch 0 [1500/1563] Loss: 146316479074140160.0000 Recon: 65141.8867 Quant: 146316479074140160.0000
Epoch 1 [100/1563] Loss: 36445971487391744.0000 Recon: 65548.8125 Quant: 36445971487391744.0000
Epoch 1 [200/1563] Loss: 29368954157793280.0000 Recon: 63350.8281 Quant: 29368954157793280.0000
Epoch 1 [300/1563] Loss: 17805919723192320.0000 Recon: 63156.4062 Quant: 17805919723192320.0000
Epoch 1 [400/1563] Loss: 14334163440107520.0000 Recon: 63954.4805 Quant: 14334163440107520.0000
Epoch 1 [500/1563] Loss: 11835000353718272.0000 Recon: 63998.9805 Quant: 11835000353718272.0000
Epoch 1 [600/1563] Loss: 12267380080115712.0000 Recon: 64298.7227 Quant: 12267380080115712.0000
Epoch 1 [700/1563] Loss: 19961670109495296.0000 Recon: 64207.0820 Quant: 19961670109495296.0000
Epoch 1 [800/1563] Loss: 37348790792880128.0000 Recon: 62710.1875 Quant: 37348790792880128.0000
Epoch 1 [900/1563] Loss: 50264036624826368.0000 Recon: 63653.3594 Quant: 50264036624826368.0000
Epoch 1 [1000/1563] Loss: 21373754424688640.0000 Recon: 63754.7773 Quant: 21373754424688640.0000
Epoch 1 [1100/1563] Loss: 19476860643573760.0000 Recon: 62950.3984 Quant: 19476860643573760.0000
Epoch 1 [1200/1563] Loss: 21855593920724992.0000 Recon: 62446.6602 Quant: 21855593920724992.0000
Epoch 1 [1300/1563] Loss: 136875273374138368.0000 Recon: 65847.0312 Quant: 136875273374138368.0000
Epoch 1 [1400/1563] Loss: 48466631466156032.0000 Recon: 64473.1484 Quant: 48466631466156032.0000
Epoch 1 [1500/1563] Loss: 38504308794195968.0000 Recon: 62844.2734 Quant: 38504308794195968.0000
Epoch 2 [100/1563] Loss: 17273037762068480.0000 Recon: 63095.1602 Quant: 17273037762068480.0000
Epoch 2 [200/1563] Loss: 23762265194889216.0000 Recon: 63010.0391 Quant: 23762265194889216.0000
Epoch 2 [300/1563] Loss: 17614562824028160.0000 Recon: 64444.9375 Quant: 17614562824028160.0000
Epoch 2 [400/1563] Loss: 17271752493105152.0000 Recon: 62949.3281 Quant: 17271752493105152.0000
Epoch 2 [500/1563] Loss: 14493444449763328.0000 Recon: 62794.8594 Quant: 14493444449763328.0000
Epoch 2 [600/1563] Loss: 20643064523522048.0000 Recon: 63999.1250 Quant: 20643064523522048.0000
Epoch 2 [700/1563] Loss: 19880246119497728.0000 Recon: 63695.6797 Quant: 19880246119497728.0000
Epoch 2 [800/1563] Loss: 24966984194064384.0000 Recon: 62838.1797 Quant: 24966984194064384.0000
Epoch 2 [900/1563] Loss: 151806186012803072.0000 Recon: 63785.0859 Quant: 151806186012803072.0000
Epoch 2 [1000/1563] Loss: 49929802269851648.0000 Recon: 65133.8906 Quant: 49929802269851648.0000
Epoch 2 [1100/1563] Loss: 44655182998405120.0000 Recon: 63761.7656 Quant: 44655182998405120.0000
Epoch 2 [1200/1563] Loss: 70787301625561088.0000 Recon: 64365.5391 Quant: 70787301625561088.0000
Epoch 2 [1300/1563] Loss: 1836625185109704704.0000 Recon: 66218.6250 Quant: 1836625185109704704.0000
Epoch 2 [1400/1563] Loss: 67809362583178182656.0000 Recon: 68107.4609 Quant: 67809362583178182656.0000
Epoch 2 [1500/1563] Loss: 676335110914782003200.0000 Recon: 67702.8750 Quant: 676335110914782003200.0000
Epoch 3 [100/1563] Loss: 19075518639284510785536.0000 Recon: 67182.1875 Quant: 19075518639284510785536.0000
Epoch 3 [200/1563] Loss: 31125743867244404801536.0000 Recon: 67910.4531 Quant: 31125743867244404801536.0000
Epoch 3 [300/1563] Loss: 32444262730149664915456.0000 Recon: 67900.5781 Quant: 32444262730149664915456.0000
Epoch 3 [400/1563] Loss: 33265849906571237130240.0000 Recon: 67835.6250 Quant: 33265849906571237130240.0000
Epoch 3 [500/1563] Loss: 29120561169153965162496.0000 Recon: 67524.1250 Quant: 29120561169153965162496.0000
Epoch 3 [600/1563] Loss: 30396559296177406738432.0000 Recon: 67839.2266 Quant: 30396559296177406738432.0000
Epoch 3 [700/1563] Loss: 45744687214667608621056.0000 Recon: 67847.7188 Quant: 45744687214667608621056.0000
Epoch 3 [800/1563] Loss: 31198623368214327853056.0000 Recon: 67796.6016 Quant: 31198623368214327853056.0000
Epoch 3 [900/1563] Loss: 56671919609344346292224.0000 Recon: 67813.4062 Quant: 56671919609344346292224.0000
Epoch 3 [1000/1563] Loss: 71611336854451420921856.0000 Recon: 67603.0469 Quant: 71611336854451420921856.0000
Epoch 3 [1100/1563] Loss: 44948896656911614607360.0000 Recon: 67516.0703 Quant: 44948896656911614607360.0000
Epoch 3 [1200/1563] Loss: 36440680478284577767424.0000 Recon: 67434.2734 Quant: 36440680478284577767424.0000
Epoch 3 [1300/1563] Loss: 74829955925341684891648.0000 Recon: 67635.1719 Quant: 74829955925341684891648.0000
Epoch 3 [1400/1563] Loss: 15919194484339942359040.0000 Recon: 67641.7031 Quant: 15919194484339942359040.0000
Epoch 3 [1500/1563] Loss: 36235620328251330658304.0000 Recon: 68354.3281 Quant: 36235620328251330658304.0000
Epoch 4 [100/1563] Loss: 17142991388082532515840.0000 Recon: 67724.3906 Quant: 17142991388082532515840.0000
Epoch 4 [200/1563] Loss: 21406518756016696328192.0000 Recon: 67869.1406 Quant: 21406518756016696328192.0000
Epoch 4 [300/1563] Loss: 31673185675348866498560.0000 Recon: 68059.8984 Quant: 31673185675348866498560.0000
Epoch 4 [400/1563] Loss: 13537134806832443817984.0000 Recon: 67438.9219 Quant: 13537134806832443817984.0000
Epoch 4 [500/1563] Loss: 33570113097396387840000.0000 Recon: 68345.7266 Quant: 33570113097396387840000.0000
Epoch 4 [600/1563] Loss: 10313113668189148938240.0000 Recon: 67818.0469 Quant: 10313113668189148938240.0000
Epoch 4 [700/1563] Loss: 17098932672927966953472.0000 Recon: 67615.3594 Quant: 17098932672927966953472.0000
Epoch 4 [800/1563] Loss: 24019520770615940218880.0000 Recon: 67490.0156 Quant: 24019520770615940218880.0000
Epoch 4 [900/1563] Loss: 17187187463025732878336.0000 Recon: 67461.2344 Quant: 17187187463025732878336.0000
Epoch 4 [1000/1563] Loss: 24536007086681670811648.0000 Recon: 67893.2656 Quant: 24536007086681670811648.0000
Epoch 4 [1100/1563] Loss: 15010144025455114584064.0000 Recon: 67590.0625 Quant: 15010144025455114584064.0000
Epoch 4 [1200/1563] Loss: 22120012785981935583232.0000 Recon: 67929.7812 Quant: 22120012785981935583232.0000
Epoch 4 [1300/1563] Loss: 28951845068113597956096.0000 Recon: 68299.0000 Quant: 28951845068113597956096.0000
Epoch 4 [1400/1563] Loss: 22791708907805549264896.0000 Recon: 67690.8594 Quant: 22791708907805549264896.0000
Epoch 4 [1500/1563] Loss: 26394604372300641861632.0000 Recon: 67818.2812 Quant: 26394604372300641861632.0000
Epoch 5 [100/1563] Loss: 17234701564994398453760.0000 Recon: 67824.9531 Quant: 17234701564994398453760.0000
Epoch 5 [200/1563] Loss: 35993860344854641377280.0000 Recon: 68046.4141 Quant: 35993860344854641377280.0000
Epoch 5 [300/1563] Loss: 25356880442562304802816.0000 Recon: 67917.2500 Quant: 25356880442562304802816.0000
Epoch 5 [400/1563] Loss: 26424361906838492413952.0000 Recon: 67834.9375 Quant: 26424361906838492413952.0000
Epoch 5 [500/1563] Loss: 28455305194797491290112.0000 Recon: 67859.0859 Quant: 28455305194797491290112.0000
Epoch 5 [600/1563] Loss: 16671888971361721253888.0000 Recon: 67471.5625 Quant: 16671888971361721253888.0000
Epoch 5 [700/1563] Loss: 22769866449612802359296.0000 Recon: 67862.9219 Quant: 22769866449612802359296.0000
Epoch 5 [800/1563] Loss: 23270745541169880498176.0000 Recon: 67352.0234 Quant: 23270745541169880498176.0000
Epoch 5 [900/1563] Loss: 19456052541598994530304.0000 Recon: 67400.3047 Quant: 19456052541598994530304.0000
Epoch 5 [1000/1563] Loss: 27188194921638665388032.0000 Recon: 67633.5391 Quant: 27188194921638665388032.0000
Epoch 5 [1100/1563] Loss: 20376644600428866043904.0000 Recon: 68129.5234 Quant: 20376644600428866043904.0000
Epoch 5 [1200/1563] Loss: 15114129889051285651456.0000 Recon: 67288.5938 Quant: 15114129889051285651456.0000
Epoch 5 [1300/1563] Loss: 21915240866324840185856.0000 Recon: 67900.4219 Quant: 21915240866324840185856.0000
Epoch 5 [1400/1563] Loss: 17430269252913055399936.0000 Recon: 67932.1641 Quant: 17430269252913055399936.0000
Epoch 5 [1500/1563] Loss: 19889147955164519333888.0000 Recon: 67805.9688 Quant: 19889147955164519333888.0000
Epoch 6 [100/1563] Loss: 32123755055468588826624.0000 Recon: 67713.5938 Quant: 32123755055468588826624.0000
Epoch 6 [200/1563] Loss: 23521161443050375872512.0000 Recon: 67906.0859 Quant: 23521161443050375872512.0000
Epoch 6 [300/1563] Loss: 24882946387575784341504.0000 Recon: 67933.3359 Quant: 24882946387575784341504.0000
Epoch 6 [400/1563] Loss: 18741546327617503756288.0000 Recon: 67261.1562 Quant: 18741546327617503756288.0000
Epoch 6 [500/1563] Loss: 17337975859849444982784.0000 Recon: 67592.9844 Quant: 17337975859849444982784.0000
Epoch 6 [600/1563] Loss: 27402854494277652709376.0000 Recon: 67832.5938 Quant: 27402854494277652709376.0000
Epoch 6 [700/1563] Loss: 19365836433863508754432.0000 Recon: 67737.5156 Quant: 19365836433863508754432.0000
Epoch 6 [800/1563] Loss: 28513223737805289553920.0000 Recon: 67719.5312 Quant: 28513223737805289553920.0000
Epoch 6 [900/1563] Loss: 29320430920616667774976.0000 Recon: 67954.4688 Quant: 29320430920616667774976.0000
Epoch 6 [1000/1563] Loss: 27697011607538984026112.0000 Recon: 68075.0938 Quant: 27697011607538984026112.0000
Epoch 6 [1100/1563] Loss: 31797845313034481827840.0000 Recon: 68238.7422 Quant: 31797845313034481827840.0000
Epoch 6 [1200/1563] Loss: 20691768221755420704768.0000 Recon: 67628.5625 Quant: 20691768221755420704768.0000
Epoch 6 [1300/1563] Loss: 14129001247561194930176.0000 Recon: 67675.3281 Quant: 14129001247561194930176.0000
Epoch 6 [1400/1563] Loss: 21465000248977915904000.0000 Recon: 67668.2969 Quant: 21465000248977915904000.0000
Epoch 6 [1500/1563] Loss: 25622054640421693292544.0000 Recon: 68089.8125 Quant: 25622054640421693292544.0000
Epoch 7 [100/1563] Loss: 24237357632792037425152.0000 Recon: 67346.0625 Quant: 24237357632792037425152.0000
Epoch 7 [200/1563] Loss: 31181086351265347141632.0000 Recon: 67876.1719 Quant: 31181086351265347141632.0000
Epoch 7 [300/1563] Loss: 29043036205168409444352.0000 Recon: 68014.5781 Quant: 29043036205168409444352.0000
Epoch 7 [400/1563] Loss: 21224145489106328092672.0000 Recon: 67838.6094 Quant: 21224145489106328092672.0000
Epoch 7 [500/1563] Loss: 14716751398230529409024.0000 Recon: 67055.3594 Quant: 14716751398230529409024.0000
Epoch 7 [600/1563] Loss: 18204281528770992537600.0000 Recon: 67732.4844 Quant: 18204281528770992537600.0000
Epoch 7 [700/1563] Loss: 23052863642997509586944.0000 Recon: 67681.6797 Quant: 23052863642997509586944.0000
Epoch 7 [800/1563] Loss: 22533249576990570184704.0000 Recon: 67273.4453 Quant: 22533249576990570184704.0000
Epoch 7 [900/1563] Loss: 23258482239384550637568.0000 Recon: 67667.7891 Quant: 23258482239384550637568.0000
Epoch 7 [1000/1563] Loss: 23098052761658545143808.0000 Recon: 67721.4453 Quant: 23098052761658545143808.0000
Epoch 7 [1100/1563] Loss: 27042008077734219087872.0000 Recon: 67823.8750 Quant: 27042008077734219087872.0000
Epoch 7 [1200/1563] Loss: 22210530634892455182336.0000 Recon: 67974.7656 Quant: 22210530634892455182336.0000
Epoch 7 [1300/1563] Loss: 20511032013309601644544.0000 Recon: 67379.1562 Quant: 20511032013309601644544.0000
Epoch 7 [1400/1563] Loss: 29316870825111231397888.0000 Recon: 68134.5000 Quant: 29316870825111231397888.0000
Epoch 7 [1500/1563] Loss: 22488609897484073828352.0000 Recon: 68011.8750 Quant: 22488609897484073828352.0000
Epoch 8 [100/1563] Loss: 34495449698433694171136.0000 Recon: 68003.6094 Quant: 34495449698433694171136.0000
Epoch 8 [200/1563] Loss: 28297415747261322756096.0000 Recon: 67828.6328 Quant: 28297415747261322756096.0000
Epoch 8 [300/1563] Loss: 30389504407361130856448.0000 Recon: 67752.2656 Quant: 30389504407361130856448.0000
Epoch 8 [400/1563] Loss: 38177342803992492638208.0000 Recon: 68027.2266 Quant: 38177342803992492638208.0000
Epoch 8 [500/1563] Loss: 30406458208158367088640.0000 Recon: 67943.8906 Quant: 30406458208158367088640.0000
Epoch 8 [600/1563] Loss: 37003040460154704232448.0000 Recon: 67889.9141 Quant: 37003040460154704232448.0000
Epoch 8 [700/1563] Loss: 32386956676691189039104.0000 Recon: 67611.8516 Quant: 32386956676691189039104.0000
Epoch 8 [800/1563] Loss: 33091916385362561204224.0000 Recon: 67948.9062 Quant: 33091916385362561204224.0000
Epoch 8 [900/1563] Loss: 27048939117560742281216.0000 Recon: 67764.6875 Quant: 27048939117560742281216.0000
Epoch 8 [1000/1563] Loss: 43103618767190591799296.0000 Recon: 68010.0938 Quant: 43103618767190591799296.0000
Epoch 8 [1100/1563] Loss: 40607804918495155585024.0000 Recon: 67988.7734 Quant: 40607804918495155585024.0000
Epoch 8 [1200/1563] Loss: 42911774430263863410688.0000 Recon: 68086.7656 Quant: 42911774430263863410688.0000
Epoch 8 [1300/1563] Loss: 46212476107962582040576.0000 Recon: 67871.2188 Quant: 46212476107962582040576.0000
Epoch 8 [1400/1563] Loss: 33292848986337323253760.0000 Recon: 67389.0000 Quant: 33292848986337323253760.0000
Epoch 8 [1500/1563] Loss: 45768511256696398544896.0000 Recon: 67774.2188 Quant: 45768511256696398544896.0000
Epoch 9 [100/1563] Loss: 42271317527255505174528.0000 Recon: 67814.4375 Quant: 42271317527255505174528.0000
Epoch 9 [200/1563] Loss: 58158575860737856503808.0000 Recon: 67963.2344 Quant: 58158575860737856503808.0000
Epoch 9 [300/1563] Loss: 38536842644247342481408.0000 Recon: 67459.1172 Quant: 38536842644247342481408.0000
Epoch 9 [400/1563] Loss: 41053976533578750623744.0000 Recon: 67011.7500 Quant: 41053976533578750623744.0000
Epoch 9 [500/1563] Loss: 47157781669747649150976.0000 Recon: 67517.1719 Quant: 47157781669747649150976.0000
Epoch 9 [600/1563] Loss: 50271876696886271279104.0000 Recon: 67600.5547 Quant: 50271876696886271279104.0000
Epoch 9 [700/1563] Loss: 79227982170247361724416.0000 Recon: 67960.4219 Quant: 79227982170247361724416.0000
Epoch 9 [800/1563] Loss: 54858608269778399264768.0000 Recon: 67349.8438 Quant: 54858608269778399264768.0000
Epoch 9 [900/1563] Loss: 67955963195298393620480.0000 Recon: 68103.6172 Quant: 67955963195298393620480.0000
Epoch 9 [1000/1563] Loss: 85575283427469300858880.0000 Recon: 68006.4297 Quant: 85575283427469300858880.0000
Epoch 9 [1100/1563] Loss: 95619841820378812907520.0000 Recon: 67618.0391 Quant: 95619841820378812907520.0000
Epoch 9 [1200/1563] Loss: 87262043617506136948736.0000 Recon: 67897.6953 Quant: 87262043617506136948736.0000
Epoch 9 [1300/1563] Loss: 76874202846599936212992.0000 Recon: 67431.6406 Quant: 76874202846599936212992.0000
Epoch 9 [1400/1563] Loss: 96441055198031313371136.0000 Recon: 67795.5781 Quant: 96441055198031313371136.0000
Epoch 9 [1500/1563] Loss: 102287493126294870163456.0000 Recon: 67729.7344 Quant: 102287493126294870163456.0000
Epoch 10 [100/1563] Loss: 112375862536379442397184.0000 Recon: 68111.0156 Quant: 112375862536379442397184.0000
Epoch 10 [200/1563] Loss: 105964015689298029314048.0000 Recon: 67846.6641 Quant: 105964015689298029314048.0000
Epoch 10 [300/1563] Loss: 122653455188407613390848.0000 Recon: 68013.6094 Quant: 122653455188407613390848.0000
Epoch 10 [400/1563] Loss: 111726524534905909542912.0000 Recon: 67695.4453 Quant: 111726524534905909542912.0000
Epoch 10 [500/1563] Loss: 114094715377360920641536.0000 Recon: 67857.0156 Quant: 114094715377360920641536.0000
Epoch 10 [600/1563] Loss: 115579426073715406798848.0000 Recon: 67751.1328 Quant: 115579426073715406798848.0000
Epoch 10 [700/1563] Loss: 132378501202153698230272.0000 Recon: 67958.3359 Quant: 132378501202153698230272.0000
Epoch 10 [800/1563] Loss: 152151825582101503148032.0000 Recon: 67576.7656 Quant: 152151825582101503148032.0000
Epoch 10 [900/1563] Loss: 227869675181178536067072.0000 Recon: 68093.9844 Quant: 227869675181178536067072.0000
Epoch 10 [1000/1563] Loss: 161769857061502010261504.0000 Recon: 67659.3984 Quant: 161769857061502010261504.0000
Epoch 10 [1100/1563] Loss: 150628104705774733754368.0000 Recon: 67849.0781 Quant: 150628104705774733754368.0000
Epoch 10 [1200/1563] Loss: 144124240311106886696960.0000 Recon: 67636.2344 Quant: 144124240311106886696960.0000
Epoch 10 [1300/1563] Loss: 151736287451683282223104.0000 Recon: 67751.8438 Quant: 151736287451683282223104.0000
Epoch 10 [1400/1563] Loss: 165803425002963102334976.0000 Recon: 67288.0938 Quant: 165803425002963102334976.0000
Epoch 10 [1500/1563] Loss: 271929146940481496678400.0000 Recon: 68091.3203 Quant: 271929146940481496678400.0000
Epoch 11 [100/1563] Loss: 249651208678166373597184.0000 Recon: 67970.1406 Quant: 249651208678166373597184.0000
Epoch 11 [200/1563] Loss: 226433405202416046964736.0000 Recon: 67407.1797 Quant: 226433405202416046964736.0000
Epoch 11 [300/1563] Loss: 244703265897160994979840.0000 Recon: 67607.8125 Quant: 244703265897160994979840.0000
Epoch 11 [400/1563] Loss: 280372117219507003457536.0000 Recon: 67865.7266 Quant: 280372117219507003457536.0000
Epoch 11 [500/1563] Loss: 284783320996922366361600.0000 Recon: 67610.6953 Quant: 284783320996922366361600.0000
Epoch 11 [600/1563] Loss: 432867441352387309076480.0000 Recon: 67779.8047 Quant: 432867441352387309076480.0000
Epoch 11 [700/1563] Loss: 503309360016796824895488.0000 Recon: 67977.0312 Quant: 503309360016796824895488.0000
Epoch 11 [800/1563] Loss: 335567531691017932636160.0000 Recon: 67265.2422 Quant: 335567531691017932636160.0000
Epoch 11 [900/1563] Loss: 577030475670684365225984.0000 Recon: 67981.6328 Quant: 577030475670684365225984.0000
Epoch 11 [1000/1563] Loss: 508417739030927650062336.0000 Recon: 67728.6562 Quant: 508417739030927650062336.0000
Epoch 11 [1100/1563] Loss: 543611352506195014320128.0000 Recon: 67765.2031 Quant: 543611352506195014320128.0000
Epoch 11 [1200/1563] Loss: 643230760090848272056320.0000 Recon: 67947.3984 Quant: 643230760090848272056320.0000
Epoch 11 [1300/1563] Loss: 536747218155736037064704.0000 Recon: 67516.3672 Quant: 536747218155736037064704.0000
Epoch 11 [1400/1563] Loss: 380118472270456580734976.0000 Recon: 67275.8906 Quant: 380118472270456580734976.0000
Epoch 11 [1500/1563] Loss: 514297134301264304144384.0000 Recon: 67860.9375 Quant: 514297134301264304144384.0000
Epoch 12 [100/1563] Loss: 446663552278091972739072.0000 Recon: 67674.2969 Quant: 446663552278091972739072.0000
Epoch 12 [200/1563] Loss: 521355391810061459259392.0000 Recon: 67729.3828 Quant: 521355391810061459259392.0000
Epoch 12 [300/1563] Loss: 388016488980171748016128.0000 Recon: 67586.0781 Quant: 388016488980171748016128.0000
Epoch 12 [400/1563] Loss: 591458783897680789635072.0000 Recon: 67876.6094 Quant: 591458783897680789635072.0000
Epoch 12 [500/1563] Loss: 680772478354232575000576.0000 Recon: 67979.3438 Quant: 680772478354232575000576.0000
Epoch 12 [600/1563] Loss: 592431381273207721951232.0000 Recon: 67869.5625 Quant: 592431381273207721951232.0000
Epoch 12 [700/1563] Loss: 651008512676114137612288.0000 Recon: 67833.3750 Quant: 651008512676114137612288.0000
Epoch 12 [800/1563] Loss: 444337389027359583109120.0000 Recon: 67043.0234 Quant: 444337389027359583109120.0000
Epoch 12 [900/1563] Loss: 625672342036438296035328.0000 Recon: 67674.0938 Quant: 625672342036438296035328.0000
Epoch 12 [1000/1563] Loss: 893394262233827294314496.0000 Recon: 68579.8359 Quant: 893394262233827294314496.0000
Epoch 12 [1100/1563] Loss: 792886816860250612695040.0000 Recon: 68228.2812 Quant: 792886816860250612695040.0000
Epoch 12 [1200/1563] Loss: 599260567690558304157696.0000 Recon: 67784.4531 Quant: 599260567690558304157696.0000
Epoch 12 [1300/1563] Loss: 751019337111581419896832.0000 Recon: 67729.1250 Quant: 751019337111581419896832.0000
Epoch 12 [1400/1563] Loss: 740679072367138761080832.0000 Recon: 67821.9766 Quant: 740679072367138761080832.0000
Epoch 12 [1500/1563] Loss: 677459198122774610575360.0000 Recon: 67700.3125 Quant: 677459198122774610575360.0000
Epoch 13 [100/1563] Loss: 672891611351898434568192.0000 Recon: 67318.0781 Quant: 672891611351898434568192.0000
Epoch 13 [200/1563] Loss: 801521622469003593121792.0000 Recon: 67985.9297 Quant: 801521622469003593121792.0000
Epoch 13 [300/1563] Loss: 733985282168985445466112.0000 Recon: 67659.4766 Quant: 733985282168985445466112.0000
Epoch 13 [400/1563] Loss: 728534989871144652242944.0000 Recon: 67778.2500 Quant: 728534989871144652242944.0000
Epoch 13 [500/1563] Loss: 732775363107494597492736.0000 Recon: 67681.5000 Quant: 732775363107494597492736.0000
Epoch 13 [600/1563] Loss: 845407507484269185335296.0000 Recon: 67866.7969 Quant: 845407507484269185335296.0000
Epoch 13 [700/1563] Loss: 761314133514186146185216.0000 Recon: 67793.1562 Quant: 761314133514186146185216.0000
Epoch 13 [800/1563] Loss: 703040796927743634702336.0000 Recon: 67632.1406 Quant: 703040796927743634702336.0000
Epoch 13 [900/1563] Loss: 722214025664543575769088.0000 Recon: 67449.3359 Quant: 722214025664543575769088.0000
Epoch 13 [1000/1563] Loss: 713362831100894697750528.0000 Recon: 67271.9844 Quant: 713362831100894697750528.0000
Epoch 13 [1100/1563] Loss: 763418143202499603988480.0000 Recon: 67465.8438 Quant: 763418143202499603988480.0000
Epoch 13 [1200/1563] Loss: 657114817310076226764800.0000 Recon: 66999.6562 Quant: 657114817310076226764800.0000
Epoch 13 [1300/1563] Loss: 804070731915689331785728.0000 Recon: 67965.8203 Quant: 804070731915689331785728.0000
Epoch 13 [1400/1563] Loss: 823296418580948884389888.0000 Recon: 67737.1016 Quant: 823296418580948884389888.0000
Epoch 13 [1500/1563] Loss: 818787126403649392082944.0000 Recon: 67655.4219 Quant: 818787126403649392082944.0000
Epoch 14 [100/1563] Loss: 977717211698515171868672.0000 Recon: 67800.6875 Quant: 977717211698515171868672.0000
Epoch 14 [200/1563] Loss: 775036637607581066461184.0000 Recon: 67235.4844 Quant: 775036637607581066461184.0000
Epoch 14 [300/1563] Loss: 826482877446900095647744.0000 Recon: 67399.2969 Quant: 826482877446900095647744.0000
Epoch 14 [400/1563] Loss: 953917525136510067671040.0000 Recon: 67831.6250 Quant: 953917525136510067671040.0000
Epoch 14 [500/1563] Loss: 911432944152500060028928.0000 Recon: 67727.7578 Quant: 911432944152500060028928.0000
Epoch 14 [600/1563] Loss: 914987833496767196823552.0000 Recon: 67906.6875 Quant: 914987833496767196823552.0000
Epoch 14 [700/1563] Loss: 699525251029821206560768.0000 Recon: 67254.8750 Quant: 699525251029821206560768.0000
Epoch 14 [800/1563] Loss: 711166299461836540477440.0000 Recon: 67594.4844 Quant: 711166299461836540477440.0000
Epoch 14 [900/1563] Loss: 641041145980817755865088.0000 Recon: 67642.0859 Quant: 641041145980817755865088.0000
Epoch 14 [1000/1563] Loss: 787835003057439560957952.0000 Recon: 67748.2031 Quant: 787835003057439560957952.0000
Epoch 14 [1100/1563] Loss: 635225377566016592150528.0000 Recon: 67388.7578 Quant: 635225377566016592150528.0000
Epoch 14 [1200/1563] Loss: 800154906082886213959680.0000 Recon: 67798.6484 Quant: 800154906082886213959680.0000
Epoch 14 [1300/1563] Loss: 865581544144661907505152.0000 Recon: 67873.0000 Quant: 865581544144661907505152.0000
Epoch 14 [1400/1563] Loss: 688963337126117881413632.0000 Recon: 67403.5469 Quant: 688963337126117881413632.0000
Epoch 14 [1500/1563] Loss: 887524882969061912215552.0000 Recon: 67791.8203 Quant: 887524882969061912215552.0000
Epoch 15 [100/1563] Loss: 758324103649582326480896.0000 Recon: 67850.1406 Quant: 758324103649582326480896.0000
Epoch 15 [200/1563] Loss: 680017314768715090231296.0000 Recon: 67646.5156 Quant: 680017314768715090231296.0000
Epoch 15 [300/1563] Loss: 923840829500267023040512.0000 Recon: 68098.1250 Quant: 923840829500267023040512.0000
Epoch 15 [400/1563] Loss: 775377902372944693166080.0000 Recon: 67713.9688 Quant: 775377902372944693166080.0000
Epoch 15 [500/1563] Loss: 735891637876852866940928.0000 Recon: 67316.0156 Quant: 735891637876852866940928.0000
Epoch 15 [600/1563] Loss: 805604189574410476191744.0000 Recon: 67588.7422 Quant: 805604189574410476191744.0000
Epoch 15 [700/1563] Loss: 878778532204738219343872.0000 Recon: 68144.9922 Quant: 878778532204738219343872.0000
Epoch 15 [800/1563] Loss: 647468539253812851900416.0000 Recon: 67463.5625 Quant: 647468539253812851900416.0000
Epoch 15 [900/1563] Loss: 671856431955949561839616.0000 Recon: 67487.7109 Quant: 671856431955949561839616.0000
Epoch 15 [1000/1563] Loss: 974359543989129843834880.0000 Recon: 67849.2656 Quant: 974359543989129843834880.0000
Epoch 15 [1100/1563] Loss: 766109854627786402037760.0000 Recon: 67558.5000 Quant: 766109854627786402037760.0000
Epoch 15 [1200/1563] Loss: 687780079374421066776576.0000 Recon: 67271.7188 Quant: 687780079374421066776576.0000
Epoch 15 [1300/1563] Loss: 879212463036034621374464.0000 Recon: 67819.7656 Quant: 879212463036034621374464.0000
Epoch 15 [1400/1563] Loss: 742587157457263092826112.0000 Recon: 67514.8594 Quant: 742587157457263092826112.0000
Epoch 15 [1500/1563] Loss: 651635701974620262367232.0000 Recon: 67389.3750 Quant: 651635701974620262367232.0000
Epoch 16 [100/1563] Loss: 729757446953998099677184.0000 Recon: 67779.0469 Quant: 729757446953998099677184.0000
Epoch 16 [200/1563] Loss: 724026057981815349575680.0000 Recon: 67844.8594 Quant: 724026057981815349575680.0000
Epoch 16 [300/1563] Loss: 756645017593310529716224.0000 Recon: 67782.0859 Quant: 756645017593310529716224.0000
Epoch 16 [400/1563] Loss: 748860635709393174790144.0000 Recon: 67790.5781 Quant: 748860635709393174790144.0000
Epoch 16 [500/1563] Loss: 885102594887882926718976.0000 Recon: 67686.0781 Quant: 885102594887882926718976.0000
Epoch 16 [600/1563] Loss: 869570652550601598042112.0000 Recon: 68110.4609 Quant: 869570652550601598042112.0000
Epoch 16 [700/1563] Loss: 912419052326909103833088.0000 Recon: 67682.8359 Quant: 912419052326909103833088.0000
Epoch 16 [800/1563] Loss: 859111853063966547771392.0000 Recon: 67941.1094 Quant: 859111853063966547771392.0000
Epoch 16 [900/1563] Loss: 861851554846882605826048.0000 Recon: 67918.2969 Quant: 861851554846882605826048.0000
Epoch 16 [1000/1563] Loss: 1008156573205551107801088.0000 Recon: 68313.5547 Quant: 1008156573205551107801088.0000
Epoch 16 [1100/1563] Loss: 991239900083642917978112.0000 Recon: 68174.9219 Quant: 991239900083642917978112.0000
Epoch 16 [1200/1563] Loss: 947046833544993638973440.0000 Recon: 67914.8281 Quant: 947046833544993638973440.0000
Epoch 16 [1300/1563] Loss: 966733760869689968295936.0000 Recon: 67824.5469 Quant: 966733760869689968295936.0000
Epoch 16 [1400/1563] Loss: 926058474014378293198848.0000 Recon: 67977.1406 Quant: 926058474014378293198848.0000
Epoch 16 [1500/1563] Loss: 771370995741277634428928.0000 Recon: 67470.3750 Quant: 771370995741277634428928.0000
Epoch 17 [100/1563] Loss: 842686252445426836832256.0000 Recon: 67623.0781 Quant: 842686252445426836832256.0000
Epoch 17 [200/1563] Loss: 714037866641842006654976.0000 Recon: 67612.1797 Quant: 714037866641842006654976.0000
Epoch 17 [300/1563] Loss: 837024399051490687188992.0000 Recon: 67754.2266 Quant: 837024399051490687188992.0000
Epoch 17 [400/1563] Loss: 806784925310315963351040.0000 Recon: 67203.6562 Quant: 806784925310315963351040.0000
Epoch 17 [500/1563] Loss: 978757795414016889192448.0000 Recon: 67505.1094 Quant: 978757795414016889192448.0000
Epoch 17 [600/1563] Loss: 1113781837138077583147008.0000 Recon: 67554.7812 Quant: 1113781837138077583147008.0000
Epoch 17 [700/1563] Loss: 1355670677527305188802560.0000 Recon: 67951.3594 Quant: 1355670677527305188802560.0000
Epoch 17 [800/1563] Loss: 1165092536643011269885952.0000 Recon: 68259.1250 Quant: 1165092536643011269885952.0000
Epoch 17 [900/1563] Loss: 889955241500773145640960.0000 Recon: 67496.7578 Quant: 889955241500773145640960.0000
Epoch 17 [1000/1563] Loss: 980847537698710837264384.0000 Recon: 67867.6328 Quant: 980847537698710837264384.0000
Epoch 17 [1100/1563] Loss: 956955473301149109452800.0000 Recon: 67851.2031 Quant: 956955473301149109452800.0000
Epoch 17 [1200/1563] Loss: 968969924185468985933824.0000 Recon: 67569.1172 Quant: 968969924185468985933824.0000
Epoch 17 [1300/1563] Loss: 1000435962292357319098368.0000 Recon: 68098.5391 Quant: 1000435962292357319098368.0000
Epoch 17 [1400/1563] Loss: 843046612473210514440192.0000 Recon: 67586.4688 Quant: 843046612473210514440192.0000
Epoch 17 [1500/1563] Loss: 870881308128557469270016.0000 Recon: 67642.0469 Quant: 870881308128557469270016.0000
Epoch 18 [100/1563] Loss: 941768182436151190093824.0000 Recon: 67834.1641 Quant: 941768182436151190093824.0000
Epoch 18 [200/1563] Loss: 848915919680381858611200.0000 Recon: 68109.8281 Quant: 848915919680381858611200.0000
Epoch 18 [300/1563] Loss: 1017239649106814037917696.0000 Recon: 67891.0000 Quant: 1017239649106814037917696.0000
Epoch 18 [400/1563] Loss: 975502089200195229188096.0000 Recon: 67520.6562 Quant: 975502089200195229188096.0000
Epoch 18 [500/1563] Loss: 1056249829079097274269696.0000 Recon: 67752.3125 Quant: 1056249829079097274269696.0000
Epoch 18 [600/1563] Loss: 1354012055827740163571712.0000 Recon: 68336.4062 Quant: 1354012055827740163571712.0000
Epoch 18 [700/1563] Loss: 1100728027517354634117120.0000 Recon: 67900.8984 Quant: 1100728027517354634117120.0000
Epoch 18 [800/1563] Loss: 1086007453688940373999616.0000 Recon: 68004.3438 Quant: 1086007453688940373999616.0000
Epoch 18 [900/1563] Loss: 957966873691065465962496.0000 Recon: 67447.8125 Quant: 957966873691065465962496.0000
Epoch 18 [1000/1563] Loss: 1212723110705239901077504.0000 Recon: 68072.1094 Quant: 1212723110705239901077504.0000
Epoch 18 [1100/1563] Loss: 1155691110291288774148096.0000 Recon: 67830.9766 Quant: 1155691110291288774148096.0000
Epoch 18 [1200/1563] Loss: 1103194703076460983222272.0000 Recon: 67889.3359 Quant: 1103194703076460983222272.0000
Epoch 18 [1300/1563] Loss: 883706118715427883319296.0000 Recon: 67178.7188 Quant: 883706118715427883319296.0000
Epoch 18 [1400/1563] Loss: 988244249726704139894784.0000 Recon: 67999.4453 Quant: 988244249726704139894784.0000
Epoch 18 [1500/1563] Loss: 834787298986989176487936.0000 Recon: 67461.5547 Quant: 834787298986989176487936.0000
Epoch 19 [100/1563] Loss: 733328837487299921969152.0000 Recon: 67352.0703 Quant: 733328837487299921969152.0000
Epoch 19 [200/1563] Loss: 970900130956962961555456.0000 Recon: 67903.6953 Quant: 970900130956962961555456.0000
Epoch 19 [300/1563] Loss: 930327742345937447550976.0000 Recon: 67558.3984 Quant: 930327742345937447550976.0000
Epoch 19 [400/1563] Loss: 1006926405960135602077696.0000 Recon: 67868.7891 Quant: 1006926405960135602077696.0000
Epoch 19 [500/1563] Loss: 719146173598378793893888.0000 Recon: 67570.0938 Quant: 719146173598378793893888.0000
Epoch 19 [600/1563] Loss: 756437347607293221404672.0000 Recon: 67716.2344 Quant: 756437347607293221404672.0000
Epoch 19 [700/1563] Loss: 952995548220794779729920.0000 Recon: 68217.1875 Quant: 952995548220794779729920.0000
Epoch 19 [800/1563] Loss: 992507753450740260012032.0000 Recon: 68094.9297 Quant: 992507753450740260012032.0000
Epoch 19 [900/1563] Loss: 887196804743407226322944.0000 Recon: 67573.5312 Quant: 887196804743407226322944.0000
Epoch 19 [1000/1563] Loss: 840553491777092245782528.0000 Recon: 68077.8828 Quant: 840553491777092245782528.0000
Epoch 19 [1100/1563] Loss: 893248705893870679883776.0000 Recon: 67643.7344 Quant: 893248705893870679883776.0000
Epoch 19 [1200/1563] Loss: 885397670735468241616896.0000 Recon: 68303.9688 Quant: 885397670735468241616896.0000
Epoch 19 [1300/1563] Loss: 611396219448049975427072.0000 Recon: 67524.3750 Quant: 611396219448049975427072.0000
Epoch 19 [1400/1563] Loss: 701908700067813748899840.0000 Recon: 67768.7500 Quant: 701908700067813748899840.0000
Epoch 19 [1500/1563] Loss: 762337135176742609092608.0000 Recon: 67998.9844 Quant: 762337135176742609092608.0000
Epoch 20 [100/1563] Loss: 901599820754896338026496.0000 Recon: 67812.4062 Quant: 901599820754896338026496.0000
Epoch 20 [200/1563] Loss: 841757141827901794025472.0000 Recon: 67611.3125 Quant: 841757141827901794025472.0000
Epoch 20 [300/1563] Loss: 660677921220063687344128.0000 Recon: 67338.2578 Quant: 660677921220063687344128.0000
Epoch 20 [400/1563] Loss: 740702130797230898020352.0000 Recon: 67459.5391 Quant: 740702130797230898020352.0000
Epoch 20 [500/1563] Loss: 895669408707980830965760.0000 Recon: 68079.8828 Quant: 895669408707980830965760.0000
Epoch 20 [600/1563] Loss: 765937564920441716342784.0000 Recon: 67604.3203 Quant: 765937564920441716342784.0000
Epoch 20 [700/1563] Loss: 817481803087652327522304.0000 Recon: 67823.1875 Quant: 817481803087652327522304.0000
Epoch 20 [800/1563] Loss: 749939337892140955992064.0000 Recon: 67651.8594 Quant: 749939337892140955992064.0000
Epoch 20 [900/1563] Loss: 543221340778464729366528.0000 Recon: 67027.4141 Quant: 543221340778464729366528.0000
Epoch 20 [1000/1563] Loss: 1124173767177445436293120.0000 Recon: 68190.4688 Quant: 1124173767177445436293120.0000
Epoch 20 [1100/1563] Loss: 988067204218152950956032.0000 Recon: 67694.2969 Quant: 988067204218152950956032.0000
Epoch 20 [1200/1563] Loss: 1000418740527382254321664.0000 Recon: 67683.3750 Quant: 1000418740527382254321664.0000
Epoch 20 [1300/1563] Loss: 803029859969811462750208.0000 Recon: 67417.9844 Quant: 803029859969811462750208.0000
Epoch 20 [1400/1563] Loss: 1162714708097353685925888.0000 Recon: 68319.6016 Quant: 1162714708097353685925888.0000
Epoch 20 [1500/1563] Loss: 752111514064414293622784.0000 Recon: 67423.2266 Quant: 752111514064414293622784.0000
Epoch 21 [100/1563] Loss: 711172136126953612640256.0000 Recon: 67472.3516 Quant: 711172136126953612640256.0000
Epoch 21 [200/1563] Loss: 877912544039590401409024.0000 Recon: 67946.9141 Quant: 877912544039590401409024.0000
Epoch 21 [300/1563] Loss: 912862350645430436495360.0000 Recon: 67938.5391 Quant: 912862350645430436495360.0000
Epoch 21 [400/1563] Loss: 774408151272382259003392.0000 Recon: 67732.4375 Quant: 774408151272382259003392.0000
Epoch 21 [500/1563] Loss: 815424774950651598733312.0000 Recon: 67619.4922 Quant: 815424774950651598733312.0000
Epoch 21 [600/1563] Loss: 990458075188331399872512.0000 Recon: 68198.6562 Quant: 990458075188331399872512.0000
Epoch 21 [700/1563] Loss: 671383229735902489083904.0000 Recon: 67385.2031 Quant: 671383229735902489083904.0000
Epoch 21 [800/1563] Loss: 622893440922365605183488.0000 Recon: 67480.9609 Quant: 622893440922365605183488.0000
Epoch 21 [900/1563] Loss: 750923644626699051597824.0000 Recon: 67546.0312 Quant: 750923644626699051597824.0000
Epoch 21 [1000/1563] Loss: 693388538091175111819264.0000 Recon: 67629.7188 Quant: 693388538091175111819264.0000
Epoch 21 [1100/1563] Loss: 698312377606974803542016.0000 Recon: 67771.2422 Quant: 698312377606974803542016.0000
Epoch 21 [1200/1563] Loss: 762740225357790777966592.0000 Recon: 67789.8750 Quant: 762740225357790777966592.0000
Epoch 21 [1300/1563] Loss: 738031604304591250784256.0000 Recon: 67664.6719 Quant: 738031604304591250784256.0000
Epoch 21 [1400/1563] Loss: 791314087812778797563904.0000 Recon: 67771.2266 Quant: 791314087812778797563904.0000
Epoch 21 [1500/1563] Loss: 693009010743377345380352.0000 Recon: 67444.5781 Quant: 693009010743377345380352.0000
Epoch 22 [100/1563] Loss: 839681522831639279828992.0000 Recon: 67645.8125 Quant: 839681522831639279828992.0000
Epoch 22 [200/1563] Loss: 795354789456049644503040.0000 Recon: 67685.0547 Quant: 795354789456049644503040.0000
Epoch 22 [300/1563] Loss: 897947581601083960590336.0000 Recon: 67992.2500 Quant: 897947581601083960590336.0000
Epoch 22 [400/1563] Loss: 923494376588132665524224.0000 Recon: 68323.9844 Quant: 923494376588132665524224.0000
Epoch 22 [500/1563] Loss: 594031492206413949698048.0000 Recon: 67630.2500 Quant: 594031492206413949698048.0000
Epoch 22 [600/1563] Loss: 637732117147408029188096.0000 Recon: 67712.2812 Quant: 637732117147408029188096.0000
Epoch 22 [700/1563] Loss: 596785425364152498520064.0000 Recon: 67722.4062 Quant: 596785425364152498520064.0000
Epoch 22 [800/1563] Loss: 623121503207495647100928.0000 Recon: 67913.0000 Quant: 623121503207495647100928.0000
Epoch 22 [900/1563] Loss: 786118519109862079594496.0000 Recon: 68224.8906 Quant: 786118519109862079594496.0000
Epoch 22 [1000/1563] Loss: 647960692621091899703296.0000 Recon: 67994.5938 Quant: 647960692621091899703296.0000
Epoch 22 [1100/1563] Loss: 635249588917613335937024.0000 Recon: 67878.5000 Quant: 635249588917613335937024.0000
Epoch 22 [1200/1563] Loss: 633102200557689045516288.0000 Recon: 68133.0312 Quant: 633102200557689045516288.0000
Epoch 22 [1300/1563] Loss: 552067455281733933465600.0000 Recon: 67753.7422 Quant: 552067455281733933465600.0000
Epoch 22 [1400/1563] Loss: 759141092650784353419264.0000 Recon: 67875.2500 Quant: 759141092650784353419264.0000
Epoch 22 [1500/1563] Loss: 545869385301764543086592.0000 Recon: 67729.1875 Quant: 545869385301764543086592.0000
Epoch 23 [100/1563] Loss: 585449180554917599772672.0000 Recon: 67559.2734 Quant: 585449180554917599772672.0000
Epoch 23 [200/1563] Loss: 868830621059832078139392.0000 Recon: 68177.5156 Quant: 868830621059832078139392.0000
Epoch 23 [300/1563] Loss: 875256140835382188048384.0000 Recon: 68113.2109 Quant: 875256140835382188048384.0000
Epoch 23 [400/1563] Loss: 757010493710270900207616.0000 Recon: 67699.5703 Quant: 757010493710270900207616.0000
Epoch 23 [500/1563] Loss: 758838018410260828520448.0000 Recon: 67685.9766 Quant: 758838018410260828520448.0000
Epoch 23 [600/1563] Loss: 801408203815987894550528.0000 Recon: 67647.1875 Quant: 801408203815987894550528.0000
Epoch 23 [700/1563] Loss: 679468596190116268998656.0000 Recon: 67619.0000 Quant: 679468596190116268998656.0000
Epoch 23 [800/1563] Loss: 597520304736948306575360.0000 Recon: 67460.5781 Quant: 597520304736948306575360.0000
Epoch 23 [900/1563] Loss: 876844794611136385253376.0000 Recon: 67807.4375 Quant: 876844794611136385253376.0000
Epoch 23 [1000/1563] Loss: 951507054500753302355968.0000 Recon: 68038.6484 Quant: 951507054500753302355968.0000
Epoch 23 [1100/1563] Loss: 1092914678480634032160768.0000 Recon: 67854.1250 Quant: 1092914678480634032160768.0000
Epoch 23 [1200/1563] Loss: 936235095962760817672192.0000 Recon: 68104.0938 Quant: 936235095962760817672192.0000
Epoch 23 [1300/1563] Loss: 692986600831631549792256.0000 Recon: 67333.4062 Quant: 692986600831631549792256.0000
Epoch 23 [1400/1563] Loss: 935613166868619461656576.0000 Recon: 68040.5234 Quant: 935613166868619461656576.0000
Epoch 23 [1500/1563] Loss: 938162204257711162392576.0000 Recon: 68097.1797 Quant: 938162204257711162392576.0000
Epoch 24 [100/1563] Loss: 601936642617938871844864.0000 Recon: 67889.0469 Quant: 601936642617938871844864.0000
Epoch 24 [200/1563] Loss: 469467474948086950789120.0000 Recon: 67419.3047 Quant: 469467474948086950789120.0000
Epoch 24 [300/1563] Loss: 696962162409892109877248.0000 Recon: 68277.6875 Quant: 696962162409892109877248.0000
Epoch 24 [400/1563] Loss: 589976991533884839559168.0000 Recon: 67615.3672 Quant: 589976991533884839559168.0000
Epoch 24 [500/1563] Loss: 548418782978826433462272.0000 Recon: 67653.7656 Quant: 548418782978826433462272.0000
Epoch 24 [600/1563] Loss: 558893038819382619275264.0000 Recon: 67835.2812 Quant: 558893038819382619275264.0000
Epoch 24 [700/1563] Loss: 626542293369258200006656.0000 Recon: 68138.1875 Quant: 626542293369258200006656.0000
Epoch 24 [800/1563] Loss: 665056428864184340447232.0000 Recon: 67991.7031 Quant: 665056428864184340447232.0000
Epoch 24 [900/1563] Loss: 477496384277372014166016.0000 Recon: 67186.8594 Quant: 477496384277372014166016.0000
Epoch 24 [1000/1563] Loss: 689419677869160079032320.0000 Recon: 68283.3594 Quant: 689419677869160079032320.0000
Epoch 24 [1100/1563] Loss: 609387181668678506643456.0000 Recon: 67438.7969 Quant: 609387181668678506643456.0000
Epoch 24 [1200/1563] Loss: 588013241952366208483328.0000 Recon: 67605.9375 Quant: 588013241952366208483328.0000
Epoch 24 [1300/1563] Loss: 698521776975249022124032.0000 Recon: 67615.8047 Quant: 698521776975249022124032.0000
Epoch 24 [1400/1563] Loss: 718246246306439111901184.0000 Recon: 67990.6250 Quant: 718246246306439111901184.0000
Epoch 24 [1500/1563] Loss: 801042583583839448203264.0000 Recon: 67487.4297 Quant: 801042583583839448203264.0000
Epoch 25 [100/1563] Loss: 923036306462833557635072.0000 Recon: 67724.6328 Quant: 923036306462833557635072.0000
Epoch 25 [200/1563] Loss: 759361300658164261191680.0000 Recon: 67614.5000 Quant: 759361300658164261191680.0000
Epoch 25 [300/1563] Loss: 908041913777075171360768.0000 Recon: 68344.4688 Quant: 908041913777075171360768.0000
Epoch 25 [400/1563] Loss: 780611949831077664653312.0000 Recon: 67969.7500 Quant: 780611949831077664653312.0000
Epoch 25 [500/1563] Loss: 711217820641573658951680.0000 Recon: 67400.1172 Quant: 711217820641573658951680.0000
Epoch 25 [600/1563] Loss: 592270008291359782338560.0000 Recon: 67460.7969 Quant: 592270008291359782338560.0000
Epoch 25 [700/1563] Loss: 604513566295923250692096.0000 Recon: 67340.0938 Quant: 604513566295923250692096.0000
Epoch 25 [800/1563] Loss: 818623843895559447379968.0000 Recon: 67834.7188 Quant: 818623843895559447379968.0000
Epoch 25 [900/1563] Loss: 712438115996605968547840.0000 Recon: 67958.6562 Quant: 712438115996605968547840.0000
Epoch 25 [1000/1563] Loss: 692745640237168718774272.0000 Recon: 67516.7500 Quant: 692745640237168718774272.0000
Epoch 25 [1100/1563] Loss: 605527921047195162247168.0000 Recon: 67611.9766 Quant: 605527921047195162247168.0000
Epoch 25 [1200/1563] Loss: 970976151718672975527936.0000 Recon: 68077.9062 Quant: 970976151718672975527936.0000
Epoch 25 [1300/1563] Loss: 736393374904138959159296.0000 Recon: 67687.1016 Quant: 736393374904138959159296.0000
Epoch 25 [1400/1563] Loss: 993696271406801843388416.0000 Recon: 68042.4531 Quant: 993696271406801843388416.0000
Epoch 25 [1500/1563] Loss: 829005397641385838903296.0000 Recon: 67532.6406 Quant: 829005397641385838903296.0000
Epoch 26 [100/1563] Loss: 753910071611600974905344.0000 Recon: 67575.4219 Quant: 753910071611600974905344.0000
Epoch 26 [200/1563] Loss: 1131955771160759539597312.0000 Recon: 68680.1953 Quant: 1131955771160759539597312.0000
Epoch 26 [300/1563] Loss: 752376974240850020139008.0000 Recon: 67723.5469 Quant: 752376974240850020139008.0000
Epoch 26 [400/1563] Loss: 638247040714403062218752.0000 Recon: 67590.7188 Quant: 638247040714403062218752.0000
Epoch 26 [500/1563] Loss: 665880047164037856755712.0000 Recon: 67740.1875 Quant: 665880047164037856755712.0000
Epoch 26 [600/1563] Loss: 753081769568134993281024.0000 Recon: 67752.9141 Quant: 753081769568134993281024.0000
Epoch 26 [700/1563] Loss: 711696787469143765942272.0000 Recon: 67858.5156 Quant: 711696787469143765942272.0000
Epoch 26 [800/1563] Loss: 1230112337528848822304768.0000 Recon: 67825.7500 Quant: 1230112337528848822304768.0000
Epoch 26 [900/1563] Loss: 1465395081811867270643712.0000 Recon: 68018.1016 Quant: 1465395081811867270643712.0000
Epoch 26 [1000/1563] Loss: 1069111172866144917782528.0000 Recon: 67375.7969 Quant: 1069111172866144917782528.0000
Epoch 26 [1100/1563] Loss: 1373256621582637653295104.0000 Recon: 67959.0156 Quant: 1373256621582637653295104.0000
Epoch 26 [1200/1563] Loss: 1291608161778261509013504.0000 Recon: 67671.6641 Quant: 1291608161778261509013504.0000
Epoch 26 [1300/1563] Loss: 1349592187124641739833344.0000 Recon: 67450.2969 Quant: 1349592187124641739833344.0000
Epoch 26 [1400/1563] Loss: 1706334491342051137814528.0000 Recon: 68005.4844 Quant: 1706334491342051137814528.0000
Epoch 26 [1500/1563] Loss: 1573980111419501635960832.0000 Recon: 67930.8125 Quant: 1573980111419501635960832.0000
Epoch 27 [100/1563] Loss: 1508268773803682089140224.0000 Recon: 67821.2500 Quant: 1508268773803682089140224.0000
Epoch 27 [200/1563] Loss: 1728581697040509084631040.0000 Recon: 67996.0391 Quant: 1728581697040509084631040.0000
Epoch 27 [300/1563] Loss: 1415985189580060084928512.0000 Recon: 67792.3359 Quant: 1415985189580060084928512.0000
Epoch 27 [400/1563] Loss: 1579769506754884918050816.0000 Recon: 67755.6719 Quant: 1579769506754884918050816.0000
Epoch 27 [500/1563] Loss: 1540497397428273813651456.0000 Recon: 67909.9688 Quant: 1540497397428273813651456.0000
Epoch 27 [600/1563] Loss: 1742480742239296928350208.0000 Recon: 67943.2500 Quant: 1742480742239296928350208.0000
Epoch 27 [700/1563] Loss: 1578782750062129532895232.0000 Recon: 67698.2344 Quant: 1578782750062129532895232.0000
Epoch 27 [800/1563] Loss: 1307828758541763314974720.0000 Recon: 67546.7422 Quant: 1307828758541763314974720.0000
Epoch 27 [900/1563] Loss: 1888179468001730304671744.0000 Recon: 68041.0703 Quant: 1888179468001730304671744.0000
Epoch 27 [1000/1563] Loss: 1506129960297448312143872.0000 Recon: 67617.7031 Quant: 1506129960297448312143872.0000
Epoch 27 [1100/1563] Loss: 1670106959478730564567040.0000 Recon: 67486.2344 Quant: 1670106959478730564567040.0000
Epoch 27 [1200/1563] Loss: 1501947161078734671314944.0000 Recon: 67696.1875 Quant: 1501947161078734671314944.0000
Epoch 27 [1300/1563] Loss: 1481733853029591278419968.0000 Recon: 67466.9375 Quant: 1481733853029591278419968.0000
Epoch 27 [1400/1563] Loss: 1419733913852289247870976.0000 Recon: 67195.1719 Quant: 1419733913852289247870976.0000
Epoch 27 [1500/1563] Loss: 1081722620917069027213312.0000 Recon: 67945.6797 Quant: 1081722620917069027213312.0000
Epoch 28 [100/1563] Loss: 1038681250903927950409728.0000 Recon: 67626.6641 Quant: 1038681250903927950409728.0000
Epoch 28 [200/1563] Loss: 1405097431236117249654784.0000 Recon: 68083.9062 Quant: 1405097431236117249654784.0000
Epoch 28 [300/1563] Loss: 1302700419574083983769600.0000 Recon: 67977.3594 Quant: 1302700419574083983769600.0000
Epoch 28 [400/1563] Loss: 1269306768769087040389120.0000 Recon: 67733.0781 Quant: 1269306768769087040389120.0000
Epoch 28 [500/1563] Loss: 1007306797999061823651840.0000 Recon: 67468.2969 Quant: 1007306797999061823651840.0000
Epoch 28 [600/1563] Loss: 1198742424252407085006848.0000 Recon: 67601.7500 Quant: 1198742424252407085006848.0000
Epoch 28 [700/1563] Loss: 1114599114369655761797120.0000 Recon: 67868.1719 Quant: 1114599114369655761797120.0000
Epoch 28 [800/1563] Loss: 1407764282791460962566144.0000 Recon: 67634.8594 Quant: 1407764282791460962566144.0000
Epoch 28 [900/1563] Loss: 1351632858187795858980864.0000 Recon: 67800.1172 Quant: 1351632858187795858980864.0000
Epoch 28 [1000/1563] Loss: 1332821935033818619576320.0000 Recon: 68030.4062 Quant: 1332821935033818619576320.0000
Epoch 28 [1100/1563] Loss: 1178716826235732494385152.0000 Recon: 67577.5703 Quant: 1178716826235732494385152.0000
Epoch 28 [1200/1563] Loss: 1333615721489740433719296.0000 Recon: 67924.1406 Quant: 1333615721489740433719296.0000
Epoch 28 [1300/1563] Loss: 949223909633661555703808.0000 Recon: 67344.7969 Quant: 949223909633661555703808.0000
Epoch 28 [1400/1563] Loss: 1310575882256865279606784.0000 Recon: 67858.7031 Quant: 1310575882256865279606784.0000
Epoch 28 [1500/1563] Loss: 1215227688558810200276992.0000 Recon: 67609.3203 Quant: 1215227688558810200276992.0000
Epoch 29 [100/1563] Loss: 1431400758902970159988736.0000 Recon: 67471.5000 Quant: 1431400758902970159988736.0000
Epoch 29 [200/1563] Loss: 1265862271658886009192448.0000 Recon: 67682.0156 Quant: 1265862271658886009192448.0000
Epoch 29 [300/1563] Loss: 1032692832493811911360512.0000 Recon: 67408.4531 Quant: 1032692832493811911360512.0000
Epoch 29 [400/1563] Loss: 1510593640017721796067328.0000 Recon: 67853.9766 Quant: 1510593640017721796067328.0000
Epoch 29 [500/1563] Loss: 1415200770611363201417216.0000 Recon: 67401.5312 Quant: 1415200770611363201417216.0000
Epoch 29 [600/1563] Loss: 1405890641231286760374272.0000 Recon: 67682.3516 Quant: 1405890641231286760374272.0000
Epoch 29 [700/1563] Loss: 1227250498124038476398592.0000 Recon: 67655.3438 Quant: 1227250498124038476398592.0000
Epoch 29 [800/1563] Loss: 1503613132652891565195264.0000 Recon: 67976.3750 Quant: 1503613132652891565195264.0000
Epoch 29 [900/1563] Loss: 1238058128423411135807488.0000 Recon: 67869.7891 Quant: 1238058128423411135807488.0000
Epoch 29 [1000/1563] Loss: 1320814545793714460033024.0000 Recon: 67797.6016 Quant: 1320814545793714460033024.0000
Epoch 29 [1100/1563] Loss: 1462336669290521457328128.0000 Recon: 67713.0781 Quant: 1462336669290521457328128.0000
Epoch 29 [1200/1563] Loss: 1444433239475857882349568.0000 Recon: 67585.5859 Quant: 1444433239475857882349568.0000
Epoch 29 [1300/1563] Loss: 1070283333748359891517440.0000 Recon: 67658.6016 Quant: 1070283333748359891517440.0000
Epoch 29 [1400/1563] Loss: 1153977508647472809902080.0000 Recon: 67717.1172 Quant: 1153977508647472809902080.0000
Epoch 29 [1500/1563] Loss: 1407181625086070277275648.0000 Recon: 68045.5859 Quant: 1407181625086070277275648.0000
Epoch 30 [100/1563] Loss: 1321488716643533313802240.0000 Recon: 68035.7891 Quant: 1321488716643533313802240.0000
Epoch 30 [200/1563] Loss: 1060164862278365974888448.0000 Recon: 67362.4062 Quant: 1060164862278365974888448.0000
Epoch 30 [300/1563] Loss: 997679471090030423834624.0000 Recon: 67714.3516 Quant: 997679471090030423834624.0000
Epoch 30 [400/1563] Loss: 1055344137179634558042112.0000 Recon: 67906.6250 Quant: 1055344137179634558042112.0000
Epoch 30 [500/1563] Loss: 1016943708568100267884544.0000 Recon: 67824.6562 Quant: 1016943708568100267884544.0000
Epoch 30 [600/1563] Loss: 1035108923621903635054592.0000 Recon: 67844.5156 Quant: 1035108923621903635054592.0000
Epoch 30 [700/1563] Loss: 1087139694664058335657984.0000 Recon: 67937.5234 Quant: 1087139694664058335657984.0000
Epoch 30 [800/1563] Loss: 873778455754446399864832.0000 Recon: 67689.7109 Quant: 873778455754446399864832.0000
Epoch 30 [900/1563] Loss: 1171576855415296328990720.0000 Recon: 67695.4375 Quant: 1171576855415296328990720.0000
Epoch 30 [1000/1563] Loss: 1159377072399110901858304.0000 Recon: 67938.3281 Quant: 1159377072399110901858304.0000
Epoch 30 [1100/1563] Loss: 1268049796098689425473536.0000 Recon: 68056.6250 Quant: 1268049796098689425473536.0000
Epoch 30 [1200/1563] Loss: 1058811188316769460682752.0000 Recon: 67771.6953 Quant: 1058811188316769460682752.0000
Epoch 30 [1300/1563] Loss: 1385515635941122257190912.0000 Recon: 67972.9688 Quant: 1385515635941122257190912.0000
Epoch 30 [1400/1563] Loss: 1392948809111698751356928.0000 Recon: 67981.6562 Quant: 1392948809111698751356928.0000
Epoch 30 [1500/1563] Loss: 1302688602128661763588096.0000 Recon: 67675.0469 Quant: 1302688602128661763588096.0000
Epoch 31 [100/1563] Loss: 1474814738734881362149376.0000 Recon: 68000.9531 Quant: 1474814738734881362149376.0000
Epoch 31 [200/1563] Loss: 1169444310919743851724800.0000 Recon: 67828.6250 Quant: 1169444310919743851724800.0000
Epoch 31 [300/1563] Loss: 993134726576464270983168.0000 Recon: 67525.7031 Quant: 993134726576464270983168.0000
Epoch 31 [400/1563] Loss: 995942090440181943369728.0000 Recon: 67400.3047 Quant: 995942090440181943369728.0000
Epoch 31 [500/1563] Loss: 1175951399891744896057344.0000 Recon: 68079.8359 Quant: 1175951399891744896057344.0000
Epoch 31 [600/1563] Loss: 1183418944534677481848832.0000 Recon: 67938.7500 Quant: 1183418944534677481848832.0000
Epoch 31 [700/1563] Loss: 984354148454972562341888.0000 Recon: 67615.7266 Quant: 984354148454972562341888.0000
Epoch 31 [800/1563] Loss: 1368459171086780487172096.0000 Recon: 68036.8203 Quant: 1368459171086780487172096.0000
Epoch 31 [900/1563] Loss: 939872275079419268169728.0000 Recon: 67488.5156 Quant: 939872275079419268169728.0000
Epoch 31 [1000/1563] Loss: 1125813437729778486476800.0000 Recon: 67626.2969 Quant: 1125813437729778486476800.0000
Epoch 31 [1100/1563] Loss: 1456176465576218998079488.0000 Recon: 68314.0781 Quant: 1456176465576218998079488.0000
Epoch 31 [1200/1563] Loss: 1085558895166054272598016.0000 Recon: 67547.8594 Quant: 1085558895166054272598016.0000
Epoch 31 [1300/1563] Loss: 1350496798160193887141888.0000 Recon: 67889.4688 Quant: 1350496798160193887141888.0000
Epoch 31 [1400/1563] Loss: 1120285395287970769010688.0000 Recon: 67678.7500 Quant: 1120285395287970769010688.0000
Epoch 31 [1500/1563] Loss: 1329540143970955229659136.0000 Recon: 67937.9062 Quant: 1329540143970955229659136.0000
Epoch 32 [100/1563] Loss: 1079562406305405985619968.0000 Recon: 67446.2188 Quant: 1079562406305405985619968.0000
Epoch 32 [200/1563] Loss: 1280298434163632567746560.0000 Recon: 67923.8672 Quant: 1280298434163632567746560.0000
Epoch 32 [300/1563] Loss: 1152703025981723978498048.0000 Recon: 67774.6953 Quant: 1152703025981723978498048.0000
Epoch 32 [400/1563] Loss: 1342181063577840851615744.0000 Recon: 67807.7031 Quant: 1342181063577840851615744.0000
Epoch 32 [500/1563] Loss: 1258621204034014630903808.0000 Recon: 68106.1875 Quant: 1258621204034014630903808.0000
Epoch 32 [600/1563] Loss: 1101262478692333945618432.0000 Recon: 67590.1484 Quant: 1101262478692333945618432.0000
Epoch 32 [700/1563] Loss: 1191921236227994712801280.0000 Recon: 67881.2812 Quant: 1191921236227994712801280.0000
Epoch 32 [800/1563] Loss: 1432278996859104425672704.0000 Recon: 67922.1328 Quant: 1432278996859104425672704.0000
Epoch 32 [900/1563] Loss: 1379773654502615931682816.0000 Recon: 67757.9688 Quant: 1379773654502615931682816.0000
Epoch 32 [1000/1563] Loss: 1301283046699357941268480.0000 Recon: 67897.2188 Quant: 1301283046699357941268480.0000
Epoch 32 [1100/1563] Loss: 1153160231415894631251968.0000 Recon: 67823.2812 Quant: 1153160231415894631251968.0000
Epoch 32 [1200/1563] Loss: 1440769399049405398515712.0000 Recon: 67944.7812 Quant: 1440769399049405398515712.0000
Epoch 32 [1300/1563] Loss: 1366540421472738542092288.0000 Recon: 68066.2109 Quant: 1366540421472738542092288.0000
Epoch 32 [1400/1563] Loss: 1164264234599545288261632.0000 Recon: 67728.5391 Quant: 1164264234599545288261632.0000
Epoch 32 [1500/1563] Loss: 1342627532430499853107200.0000 Recon: 67728.9531 Quant: 1342627532430499853107200.0000
Epoch 33 [100/1563] Loss: 1198403177099676520284160.0000 Recon: 67604.0312 Quant: 1198403177099676520284160.0000
Epoch 33 [200/1563] Loss: 1125360339578467995615232.0000 Recon: 67479.3594 Quant: 1125360339578467995615232.0000
Epoch 33 [300/1563] Loss: 1329523282493950354522112.0000 Recon: 67671.4219 Quant: 1329523282493950354522112.0000
Epoch 33 [400/1563] Loss: 1187863889280501104508928.0000 Recon: 67476.4219 Quant: 1187863889280501104508928.0000
Epoch 33 [500/1563] Loss: 1564827932285556332953600.0000 Recon: 67997.9062 Quant: 1564827932285556332953600.0000
Epoch 33 [600/1563] Loss: 1172644604843750345146368.0000 Recon: 67886.8438 Quant: 1172644604843750345146368.0000
Epoch 33 [700/1563] Loss: 1332710678108624058843136.0000 Recon: 68286.5312 Quant: 1332710678108624058843136.0000
Epoch 33 [800/1563] Loss: 986573017948182477275136.0000 Recon: 67327.3047 Quant: 986573017948182477275136.0000
Epoch 33 [900/1563] Loss: 1137978777216013784055808.0000 Recon: 67811.7188 Quant: 1137978777216013784055808.0000
Epoch 33 [1000/1563] Loss: 1064035580057301349826560.0000 Recon: 67460.7031 Quant: 1064035580057301349826560.0000
Epoch 33 [1100/1563] Loss: 1236330475548757775613952.0000 Recon: 67876.6094 Quant: 1236330475548757775613952.0000
Epoch 33 [1200/1563] Loss: 1170514942651959384997888.0000 Recon: 67268.6172 Quant: 1170514942651959384997888.0000
Epoch 33 [1300/1563] Loss: 1199905649992961355677696.0000 Recon: 67649.5625 Quant: 1199905649992961355677696.0000
Epoch 33 [1400/1563] Loss: 1387985049688802047557632.0000 Recon: 67872.6562 Quant: 1387985049688802047557632.0000
Epoch 33 [1500/1563] Loss: 1224342830089420008325120.0000 Recon: 67774.6875 Quant: 1224342830089420008325120.0000
Epoch 34 [100/1563] Loss: 1181455303039549907664896.0000 Recon: 68139.7812 Quant: 1181455303039549907664896.0000
Epoch 34 [200/1563] Loss: 837117713635769803866112.0000 Recon: 67889.6094 Quant: 837117713635769803866112.0000
Epoch 34 [300/1563] Loss: 799555242785302577676288.0000 Recon: 67887.9062 Quant: 799555242785302577676288.0000
Epoch 34 [400/1563] Loss: 644516411683672982290432.0000 Recon: 67352.9297 Quant: 644516411683672982290432.0000
Epoch 34 [500/1563] Loss: 797948790783821012271104.0000 Recon: 67914.0078 Quant: 797948790783821012271104.0000
Epoch 34 [600/1563] Loss: 654556340376165557469184.0000 Recon: 67352.3750 Quant: 654556340376165557469184.0000
Epoch 34 [700/1563] Loss: 723678452148176385212416.0000 Recon: 67353.3828 Quant: 723678452148176385212416.0000
Epoch 34 [800/1563] Loss: 706073196657641756033024.0000 Recon: 67677.6797 Quant: 706073196657641756033024.0000
Epoch 34 [900/1563] Loss: 771461788309765423628288.0000 Recon: 67694.7188 Quant: 771461788309765423628288.0000
Epoch 34 [1000/1563] Loss: 917539392901650225037312.0000 Recon: 68024.5391 Quant: 917539392901650225037312.0000
Epoch 34 [1100/1563] Loss: 871482772865992053751808.0000 Recon: 67590.4609 Quant: 871482772865992053751808.0000
Epoch 34 [1200/1563] Loss: 735372102623839406522368.0000 Recon: 67420.6250 Quant: 735372102623839406522368.0000
Epoch 34 [1300/1563] Loss: 855666995665795326935040.0000 Recon: 67955.6953 Quant: 855666995665795326935040.0000
Epoch 34 [1400/1563] Loss: 1005313973178348888653824.0000 Recon: 67738.6094 Quant: 1005313973178348888653824.0000
Epoch 34 [1500/1563] Loss: 762506614637919815598080.0000 Recon: 67468.5312 Quant: 762506614637919815598080.0000
Epoch 35 [100/1563] Loss: 793361099944208254369792.0000 Recon: 67732.4297 Quant: 793361099944208254369792.0000
Epoch 35 [200/1563] Loss: 866115418858888915582976.0000 Recon: 67893.9297 Quant: 866115418858888915582976.0000
Epoch 35 [300/1563] Loss: 783012332403669120057344.0000 Recon: 67336.1953 Quant: 783012332403669120057344.0000
Epoch 35 [400/1563] Loss: 886924282922755782868992.0000 Recon: 67688.0781 Quant: 886924282922755782868992.0000
Epoch 35 [500/1563] Loss: 1091931164379610353762304.0000 Recon: 67689.1328 Quant: 1091931164379610353762304.0000
Epoch 35 [600/1563] Loss: 1039153660490440605958144.0000 Recon: 67895.1875 Quant: 1039153660490440605958144.0000
Epoch 35 [700/1563] Loss: 830090368834814919835648.0000 Recon: 67241.0625 Quant: 830090368834814919835648.0000
Epoch 35 [800/1563] Loss: 1051773395164679077101568.0000 Recon: 68263.4375 Quant: 1051773395164679077101568.0000
Epoch 35 [900/1563] Loss: 880848026305507509665792.0000 Recon: 67882.6406 Quant: 880848026305507509665792.0000
Epoch 35 [1000/1563] Loss: 889103881027215027077120.0000 Recon: 67708.9688 Quant: 889103881027215027077120.0000
Epoch 35 [1100/1563] Loss: 1000623600267232083443712.0000 Recon: 67871.9688 Quant: 1000623600267232083443712.0000
Epoch 35 [1200/1563] Loss: 1070045543688034729328640.0000 Recon: 68010.1406 Quant: 1070045543688034729328640.0000
Epoch 35 [1300/1563] Loss: 809143082132801192984576.0000 Recon: 67379.6250 Quant: 809143082132801192984576.0000
Epoch 35 [1400/1563] Loss: 730156790140156296298496.0000 Recon: 67664.2422 Quant: 730156790140156296298496.0000
Epoch 35 [1500/1563] Loss: 925989803127260147875840.0000 Recon: 67549.5469 Quant: 925989803127260147875840.0000
Epoch 36 [100/1563] Loss: 1186583137604070973374464.0000 Recon: 67903.1875 Quant: 1186583137604070973374464.0000
Epoch 36 [200/1563] Loss: 943845963160234842128384.0000 Recon: 67456.3438 Quant: 943845963160234842128384.0000
Epoch 36 [300/1563] Loss: 839273100388632304287744.0000 Recon: 67385.0312 Quant: 839273100388632304287744.0000
Epoch 36 [400/1563] Loss: 1153290871833885394599936.0000 Recon: 67924.7969 Quant: 1153290871833885394599936.0000
Epoch 36 [500/1563] Loss: 944348204590679199842304.0000 Recon: 67757.5000 Quant: 944348204590679199842304.0000
Epoch 36 [600/1563] Loss: 1027917143391354199474176.0000 Recon: 67777.1172 Quant: 1027917143391354199474176.0000
Epoch 36 [700/1563] Loss: 942599150610596575051776.0000 Recon: 67646.5469 Quant: 942599150610596575051776.0000
Epoch 36 [800/1563] Loss: 899908989310796359008256.0000 Recon: 66999.3281 Quant: 899908989310796359008256.0000
Epoch 36 [900/1563] Loss: 965811423666004490715136.0000 Recon: 67629.2656 Quant: 965811423666004490715136.0000
Epoch 36 [1000/1563] Loss: 1192221356107162682654720.0000 Recon: 67583.1406 Quant: 1192221356107162682654720.0000
Epoch 36 [1100/1563] Loss: 1085634627697388134858752.0000 Recon: 68092.1484 Quant: 1085634627697388134858752.0000
Epoch 36 [1200/1563] Loss: 889515185773983519735808.0000 Recon: 67263.6094 Quant: 889515185773983519735808.0000
Epoch 36 [1300/1563] Loss: 856283088094819610787840.0000 Recon: 67406.6719 Quant: 856283088094819610787840.0000
Epoch 36 [1400/1563] Loss: 905730522333120556957696.0000 Recon: 67904.7188 Quant: 905730522333120556957696.0000
Epoch 36 [1500/1563] Loss: 1040321425859419266088960.0000 Recon: 67866.5938 Quant: 1040321425859419266088960.0000
Epoch 37 [100/1563] Loss: 912466826511756250054656.0000 Recon: 67257.4375 Quant: 912466826511756250054656.0000
Epoch 37 [200/1563] Loss: 783089650202071816732672.0000 Recon: 67094.7969 Quant: 783089650202071816732672.0000
Epoch 37 [300/1563] Loss: 901378675998793937190912.0000 Recon: 67551.2188 Quant: 901378675998793937190912.0000
Epoch 37 [400/1563] Loss: 968395841333768814067712.0000 Recon: 67529.9531 Quant: 968395841333768814067712.0000
Epoch 37 [500/1563] Loss: 1069291460966427813478400.0000 Recon: 67419.6797 Quant: 1069291460966427813478400.0000
Epoch 37 [600/1563] Loss: 1329909943543557875826688.0000 Recon: 68050.8438 Quant: 1329909943543557875826688.0000
Epoch 37 [700/1563] Loss: 1143690062119459952263168.0000 Recon: 67840.3984 Quant: 1143690062119459952263168.0000
Epoch 37 [800/1563] Loss: 1274539303017745215389696.0000 Recon: 67916.6250 Quant: 1274539303017745215389696.0000
Epoch 37 [900/1563] Loss: 1319653842068951516839936.0000 Recon: 67808.4062 Quant: 1319653842068951516839936.0000
Epoch 37 [1000/1563] Loss: 1831509196709849575981056.0000 Recon: 68623.5625 Quant: 1831509196709849575981056.0000
Epoch 37 [1100/1563] Loss: 1029314772485313849720832.0000 Recon: 66991.9766 Quant: 1029314772485313849720832.0000
Epoch 37 [1200/1563] Loss: 1709342463547570401574912.0000 Recon: 67752.6094 Quant: 1709342463547570401574912.0000
Epoch 37 [1300/1563] Loss: 1606605340041678115831808.0000 Recon: 67718.3984 Quant: 1606605340041678115831808.0000
Epoch 37 [1400/1563] Loss: 1679027689620626043043840.0000 Recon: 67928.0078 Quant: 1679027689620626043043840.0000
Epoch 37 [1500/1563] Loss: 1871246653978757618991104.0000 Recon: 67984.0000 Quant: 1871246653978757618991104.0000
Epoch 38 [100/1563] Loss: 1969828071921294524809216.0000 Recon: 68056.6250 Quant: 1969828071921294524809216.0000
Epoch 38 [200/1563] Loss: 1354770245832207241314304.0000 Recon: 67206.0781 Quant: 1354770245832207241314304.0000
Epoch 38 [300/1563] Loss: 1406028559466275354443776.0000 Recon: 67714.6875 Quant: 1406028559466275354443776.0000
Epoch 38 [400/1563] Loss: 1397297340796699626438656.0000 Recon: 67777.6094 Quant: 1397297340796699626438656.0000
Epoch 38 [500/1563] Loss: 1780817255764919576428544.0000 Recon: 68131.0156 Quant: 1780817255764919576428544.0000
Epoch 38 [600/1563] Loss: 1614916462938012723970048.0000 Recon: 67942.3516 Quant: 1614916462938012723970048.0000
Epoch 38 [700/1563] Loss: 1295097478711954131386368.0000 Recon: 67375.8438 Quant: 1295097478711954131386368.0000
Epoch 38 [800/1563] Loss: 1557981740276012799754240.0000 Recon: 67847.4688 Quant: 1557981740276012799754240.0000
Epoch 38 [900/1563] Loss: 1524393389851925375090688.0000 Recon: 67961.9766 Quant: 1524393389851925375090688.0000
Epoch 38 [1000/1563] Loss: 1827103018949618358550528.0000 Recon: 67869.1328 Quant: 1827103018949618358550528.0000
Epoch 38 [1100/1563] Loss: 1821086786308203679318016.0000 Recon: 67896.2031 Quant: 1821086786308203679318016.0000
Epoch 38 [1200/1563] Loss: 1650852738006231992500224.0000 Recon: 67796.6719 Quant: 1650852738006231992500224.0000
Epoch 38 [1300/1563] Loss: 1345660148333180088221696.0000 Recon: 67495.5078 Quant: 1345660148333180088221696.0000
Epoch 38 [1400/1563] Loss: 1360778696253465824329728.0000 Recon: 67543.2188 Quant: 1360778696253465824329728.0000
Epoch 38 [1500/1563] Loss: 1380172565343209900736512.0000 Recon: 67716.1719 Quant: 1380172565343209900736512.0000
Epoch 39 [100/1563] Loss: 1929413417383618035056640.0000 Recon: 67702.2500 Quant: 1929413417383618035056640.0000
Epoch 39 [200/1563] Loss: 1931505249338539083038720.0000 Recon: 67973.0781 Quant: 1931505249338539083038720.0000
Epoch 39 [300/1563] Loss: 1559387439820504697929728.0000 Recon: 67488.1484 Quant: 1559387439820504697929728.0000
Epoch 39 [400/1563] Loss: 1657735102927982565523456.0000 Recon: 67648.0781 Quant: 1657735102927982565523456.0000
Epoch 39 [500/1563] Loss: 1867307985888644478009344.0000 Recon: 67573.1094 Quant: 1867307985888644478009344.0000
Epoch 39 [600/1563] Loss: 1518304955501284692066304.0000 Recon: 67518.6094 Quant: 1518304955501284692066304.0000
Epoch 39 [700/1563] Loss: 1606868494375104628654080.0000 Recon: 67366.5859 Quant: 1606868494375104628654080.0000
Epoch 39 [800/1563] Loss: 1728970952163501971341312.0000 Recon: 67718.0703 Quant: 1728970952163501971341312.0000
Epoch 39 [900/1563] Loss: 1687591590556845702381568.0000 Recon: 68064.9062 Quant: 1687591590556845702381568.0000
Epoch 39 [1000/1563] Loss: 1668270931982644160757760.0000 Recon: 67506.0781 Quant: 1668270931982644160757760.0000
Epoch 39 [1100/1563] Loss: 1691374470128648843165696.0000 Recon: 67617.8438 Quant: 1691374470128648843165696.0000
Epoch 39 [1200/1563] Loss: 1589108026827012302700544.0000 Recon: 67842.4688 Quant: 1589108026827012302700544.0000
Epoch 39 [1300/1563] Loss: 1210177171792691831242752.0000 Recon: 67379.4688 Quant: 1210177171792691831242752.0000
Epoch 39 [1400/1563] Loss: 1319550079133536900612096.0000 Recon: 67759.5312 Quant: 1319550079133536900612096.0000
Epoch 39 [1500/1563] Loss: 1438116959012869271191552.0000 Recon: 67931.9688 Quant: 1438116959012869271191552.0000
Epoch 40 [100/1563] Loss: 1484907269471021624721408.0000 Recon: 67785.3438 Quant: 1484907269471021624721408.0000
Epoch 40 [200/1563] Loss: 1619723136805906744868864.0000 Recon: 68166.7500 Quant: 1619723136805906744868864.0000
Epoch 40 [300/1563] Loss: 1716591457507785951936512.0000 Recon: 67818.0000 Quant: 1716591457507785951936512.0000
Epoch 40 [400/1563] Loss: 1459018561200262951731200.0000 Recon: 67639.7031 Quant: 1459018561200262951731200.0000
Epoch 40 [500/1563] Loss: 1353778589223057277059072.0000 Recon: 67575.5781 Quant: 1353778589223057277059072.0000
Epoch 40 [600/1563] Loss: 1645203566748846518173696.0000 Recon: 67981.1094 Quant: 1645203566748846518173696.0000
Epoch 40 [700/1563] Loss: 1443200910502621238788096.0000 Recon: 67729.7500 Quant: 1443200910502621238788096.0000
Epoch 40 [800/1563] Loss: 1282710490066458167476224.0000 Recon: 67417.1094 Quant: 1282710490066458167476224.0000
Epoch 40 [900/1563] Loss: 1705881249075552571097088.0000 Recon: 68019.5312 Quant: 1705881249075552571097088.0000
Epoch 40 [1000/1563] Loss: 1541826715923085508214784.0000 Recon: 67426.3516 Quant: 1541826715923085508214784.0000
Epoch 40 [1100/1563] Loss: 1368396192749591338156032.0000 Recon: 67567.3750 Quant: 1368396192749591338156032.0000
Epoch 40 [1200/1563] Loss: 1484354731839938793308160.0000 Recon: 67865.0781 Quant: 1484354731839938793308160.0000
Epoch 40 [1300/1563] Loss: 1737833315654226728189952.0000 Recon: 67936.0859 Quant: 1737833315654226728189952.0000
Epoch 40 [1400/1563] Loss: 1737232931780702712627200.0000 Recon: 67632.6875 Quant: 1737232931780702712627200.0000
Epoch 40 [1500/1563] Loss: 1217382931196484624842752.0000 Recon: 67209.6719 Quant: 1217382931196484624842752.0000
Epoch 41 [100/1563] Loss: 1197492441168631149101056.0000 Recon: 67264.7891 Quant: 1197492441168631149101056.0000
Epoch 41 [200/1563] Loss: 1506970151843930551877632.0000 Recon: 67641.4375 Quant: 1506970151843930551877632.0000
Epoch 41 [300/1563] Loss: 1578484431622812511240192.0000 Recon: 67730.8984 Quant: 1578484431622812511240192.0000
Epoch 41 [400/1563] Loss: 1290743614764994449637376.0000 Recon: 67468.6406 Quant: 1290743614764994449637376.0000
Epoch 41 [500/1563] Loss: 1586172976906659422011392.0000 Recon: 67801.0312 Quant: 1586172976906659422011392.0000
Epoch 41 [600/1563] Loss: 1360835477637567711543296.0000 Recon: 67543.7188 Quant: 1360835477637567711543296.0000
Epoch 41 [700/1563] Loss: 1119655179570515051282432.0000 Recon: 67254.6250 Quant: 1119655179570515051282432.0000
Epoch 41 [800/1563] Loss: 1551851224290453966815232.0000 Recon: 67912.3594 Quant: 1551851224290453966815232.0000
Epoch 41 [900/1563] Loss: 2261416476070361786482688.0000 Recon: 68063.5781 Quant: 2261416476070361786482688.0000
Epoch 41 [1000/1563] Loss: 1956715607419024702439424.0000 Recon: 68164.5469 Quant: 1956715607419024702439424.0000
Epoch 41 [1100/1563] Loss: 1699326746206674570182656.0000 Recon: 67632.6719 Quant: 1699326746206674570182656.0000
Epoch 41 [1200/1563] Loss: 1609208348568704224591872.0000 Recon: 67618.1094 Quant: 1609208348568704224591872.0000
Epoch 41 [1300/1563] Loss: 1835907592249924697194496.0000 Recon: 67728.1250 Quant: 1835907592249924697194496.0000
Epoch 41 [1400/1563] Loss: 2025307807644480608141312.0000 Recon: 67822.0469 Quant: 2025307807644480608141312.0000
Epoch 41 [1500/1563] Loss: 1723763782187945146974208.0000 Recon: 67690.7734 Quant: 1723763782187945146974208.0000
Epoch 42 [100/1563] Loss: 2076281205551722754211840.0000 Recon: 68127.0156 Quant: 2076281205551722754211840.0000
Epoch 42 [200/1563] Loss: 2083486244379575168532480.0000 Recon: 67966.8594 Quant: 2083486244379575168532480.0000
Epoch 42 [300/1563] Loss: 1748051658949557212938240.0000 Recon: 67954.7812 Quant: 1748051658949557212938240.0000
Epoch 42 [400/1563] Loss: 1551787525377324438519808.0000 Recon: 67398.1562 Quant: 1551787525377324438519808.0000
Epoch 42 [500/1563] Loss: 1677119460415313635442688.0000 Recon: 67731.0391 Quant: 1677119460415313635442688.0000
Epoch 42 [600/1563] Loss: 1987471373821481179938816.0000 Recon: 68043.9844 Quant: 1987471373821481179938816.0000
Epoch 42 [700/1563] Loss: 1793438143360662654418944.0000 Recon: 67391.7812 Quant: 1793438143360662654418944.0000
Epoch 42 [800/1563] Loss: 1768243926181241530875904.0000 Recon: 67447.4375 Quant: 1768243926181241530875904.0000
Epoch 42 [900/1563] Loss: 1675276947735763818119168.0000 Recon: 67579.2500 Quant: 1675276947735763818119168.0000
Epoch 42 [1000/1563] Loss: 1694587662361988125687808.0000 Recon: 67579.9609 Quant: 1694587662361988125687808.0000
Epoch 42 [1100/1563] Loss: 2169788327722108774776832.0000 Recon: 68299.8906 Quant: 2169788327722108774776832.0000
Epoch 42 [1200/1563] Loss: 2360611248253349534892032.0000 Recon: 67773.7891 Quant: 2360611248253349534892032.0000
Epoch 42 [1300/1563] Loss: 2205726043942208801865728.0000 Recon: 67711.1406 Quant: 2205726043942208801865728.0000
Epoch 42 [1400/1563] Loss: 2429451470717483988549632.0000 Recon: 68065.3594 Quant: 2429451470717483988549632.0000
Epoch 42 [1500/1563] Loss: 1987727466510691975823360.0000 Recon: 67786.1797 Quant: 1987727466510691975823360.0000
Epoch 43 [100/1563] Loss: 1657132989672201639690240.0000 Recon: 67152.4766 Quant: 1657132989672201639690240.0000
Epoch 43 [200/1563] Loss: 2429429276978520306745344.0000 Recon: 68048.2500 Quant: 2429429276978520306745344.0000
Epoch 43 [300/1563] Loss: 2173901231074605625507840.0000 Recon: 67655.6641 Quant: 2173901231074605625507840.0000
Epoch 43 [400/1563] Loss: 2184227228415428774592512.0000 Recon: 67775.6875 Quant: 2184227228415428774592512.0000
Epoch 43 [500/1563] Loss: 2120551950176744919531520.0000 Recon: 67827.4062 Quant: 2120551950176744919531520.0000
Epoch 43 [600/1563] Loss: 1965007130649780994179072.0000 Recon: 67421.8594 Quant: 1965007130649780994179072.0000
Epoch 43 [700/1563] Loss: 1953386114228908204228608.0000 Recon: 67300.5312 Quant: 1953386114228908204228608.0000
Epoch 43 [800/1563] Loss: 2123474317960547124903936.0000 Recon: 67432.5625 Quant: 2123474317960547124903936.0000
Epoch 43 [900/1563] Loss: 2485264112525125298946048.0000 Recon: 68068.5859 Quant: 2485264112525125298946048.0000
Epoch 43 [1000/1563] Loss: 1845940747528577707147264.0000 Recon: 67503.7656 Quant: 1845940747528577707147264.0000
Epoch 43 [1100/1563] Loss: 1937546702137867037048832.0000 Recon: 67422.9375 Quant: 1937546702137867037048832.0000
Epoch 43 [1200/1563] Loss: 1821910981068809499049984.0000 Recon: 67757.8594 Quant: 1821910981068809499049984.0000
Epoch 43 [1300/1563] Loss: 1443166899318235336802304.0000 Recon: 67307.4297 Quant: 1443166899318235336802304.0000
Epoch 43 [1400/1563] Loss: 1870394356756477007364096.0000 Recon: 67809.3750 Quant: 1870394356756477007364096.0000
Epoch 43 [1500/1563] Loss: 2466058746101384442019840.0000 Recon: 67882.0234 Quant: 2466058746101384442019840.0000
Epoch 44 [100/1563] Loss: 2227376180416468477804544.0000 Recon: 67813.2578 Quant: 2227376180416468477804544.0000
Epoch 44 [200/1563] Loss: 1872086413179675631157248.0000 Recon: 67673.2031 Quant: 1872086413179675631157248.0000
Epoch 44 [300/1563] Loss: 944562792105724149235712.0000 Recon: 67224.7188 Quant: 944562792105724149235712.0000
Epoch 44 [400/1563] Loss: 1330357277087345332453376.0000 Recon: 67956.2188 Quant: 1330357277087345332453376.0000
Epoch 44 [500/1563] Loss: 1003081124511895615700992.0000 Recon: 67349.0625 Quant: 1003081124511895615700992.0000
Epoch 44 [600/1563] Loss: 1282730666192788787298304.0000 Recon: 67738.8750 Quant: 1282730666192788787298304.0000
Epoch 44 [700/1563] Loss: 1249445101778848735821824.0000 Recon: 67935.1875 Quant: 1249445101778848735821824.0000
Epoch 44 [800/1563] Loss: 1298639397689294441152512.0000 Recon: 67816.0547 Quant: 1298639397689294441152512.0000
Epoch 44 [900/1563] Loss: 1292166175786491222949888.0000 Recon: 67583.1797 Quant: 1292166175786491222949888.0000
Epoch 44 [1000/1563] Loss: 1616831753787540848508928.0000 Recon: 67819.3594 Quant: 1616831753787540848508928.0000
Epoch 44 [1100/1563] Loss: 1381428817437667136372736.0000 Recon: 67584.5859 Quant: 1381428817437667136372736.0000
Epoch 44 [1200/1563] Loss: 1590460547867104210059264.0000 Recon: 67729.6719 Quant: 1590460547867104210059264.0000
Epoch 44 [1300/1563] Loss: 1743743335402029501644800.0000 Recon: 67901.0469 Quant: 1743743335402029501644800.0000
Epoch 44 [1400/1563] Loss: 1819218909355552511361024.0000 Recon: 67851.0625 Quant: 1819218909355552511361024.0000
Epoch 44 [1500/1563] Loss: 1543151710962254927101952.0000 Recon: 67620.1250 Quant: 1543151710962254927101952.0000
Epoch 45 [100/1563] Loss: 2022795159340378061012992.0000 Recon: 68262.8672 Quant: 2022795159340378061012992.0000
Epoch 45 [200/1563] Loss: 2084451383794119175307264.0000 Recon: 68158.1953 Quant: 2084451383794119175307264.0000
Epoch 45 [300/1563] Loss: 1789353630700216747294720.0000 Recon: 67715.7969 Quant: 1789353630700216747294720.0000
Epoch 45 [400/1563] Loss: 2298399747979952147922944.0000 Recon: 67882.3047 Quant: 2298399747979952147922944.0000
Epoch 45 [500/1563] Loss: 1971405700885160919040000.0000 Recon: 67920.0078 Quant: 1971405700885160919040000.0000
Epoch 45 [600/1563] Loss: 1875889324762621315907584.0000 Recon: 67626.6562 Quant: 1875889324762621315907584.0000
Epoch 45 [700/1563] Loss: 2374808756006642476122112.0000 Recon: 68304.7344 Quant: 2374808756006642476122112.0000
Epoch 45 [800/1563] Loss: 1866422542173106419531776.0000 Recon: 67744.7734 Quant: 1866422542173106419531776.0000
Epoch 45 [900/1563] Loss: 2025221482646823170473984.0000 Recon: 67755.0156 Quant: 2025221482646823170473984.0000
Epoch 45 [1000/1563] Loss: 1871805532678115788062720.0000 Recon: 67532.3828 Quant: 1871805532678115788062720.0000
Epoch 45 [1100/1563] Loss: 2188780691897873516724224.0000 Recon: 68048.5156 Quant: 2188780691897873516724224.0000
Epoch 45 [1200/1563] Loss: 2254502838152798752735232.0000 Recon: 67974.7656 Quant: 2254502838152798752735232.0000
Epoch 45 [1300/1563] Loss: 1908602031303959840292864.0000 Recon: 67592.2812 Quant: 1908602031303959840292864.0000
Epoch 45 [1400/1563] Loss: 2085144289618387890339840.0000 Recon: 67748.5781 Quant: 2085144289618387890339840.0000
Epoch 45 [1500/1563] Loss: 2406257428233367668654080.0000 Recon: 68136.5625 Quant: 2406257428233367668654080.0000
Epoch 46 [100/1563] Loss: 2366568681898029264928768.0000 Recon: 67893.0703 Quant: 2366568681898029264928768.0000
Epoch 46 [200/1563] Loss: 1757120539504794671251456.0000 Recon: 67231.1250 Quant: 1757120539504794671251456.0000
Epoch 46 [300/1563] Loss: 2469721001260768091439104.0000 Recon: 67839.1484 Quant: 2469721001260768091439104.0000
Epoch 46 [400/1563] Loss: 2269620665497144109563904.0000 Recon: 67753.8516 Quant: 2269620665497144109563904.0000
Epoch 46 [500/1563] Loss: 2259633482963487297634304.0000 Recon: 67849.9062 Quant: 2259633482963487297634304.0000
Epoch 46 [600/1563] Loss: 2270880808701679393308672.0000 Recon: 67618.2344 Quant: 2270880808701679393308672.0000
Epoch 46 [700/1563] Loss: 2228435715279202170175488.0000 Recon: 67495.7500 Quant: 2228435715279202170175488.0000
Epoch 46 [800/1563] Loss: 3232667383395101381230592.0000 Recon: 68176.0859 Quant: 3232667383395101381230592.0000
Epoch 46 [900/1563] Loss: 2907053239226136472322048.0000 Recon: 68198.0156 Quant: 2907053239226136472322048.0000
Epoch 46 [1000/1563] Loss: 2055609899434874291355648.0000 Recon: 67363.1875 Quant: 2055609899434874291355648.0000
Epoch 46 [1100/1563] Loss: 2557607054635443429572608.0000 Recon: 68017.7188 Quant: 2557607054635443429572608.0000
Epoch 46 [1200/1563] Loss: 2508368083016694208921600.0000 Recon: 67677.8125 Quant: 2508368083016694208921600.0000
Epoch 46 [1300/1563] Loss: 2387675359998054888374272.0000 Recon: 67512.3359 Quant: 2387675359998054888374272.0000
Epoch 46 [1400/1563] Loss: 2313518584130614035742720.0000 Recon: 67644.2031 Quant: 2313518584130614035742720.0000
Epoch 46 [1500/1563] Loss: 2575992982099784970010624.0000 Recon: 67760.7812 Quant: 2575992982099784970010624.0000
Epoch 47 [100/1563] Loss: 2979256677834397174464512.0000 Recon: 68028.5156 Quant: 2979256677834397174464512.0000
Epoch 47 [200/1563] Loss: 2426681576802666038689792.0000 Recon: 67842.0703 Quant: 2426681576802666038689792.0000
Epoch 47 [300/1563] Loss: 2431215152389156312711168.0000 Recon: 67726.9766 Quant: 2431215152389156312711168.0000
Epoch 47 [400/1563] Loss: 2162643096697307840643072.0000 Recon: 67625.5625 Quant: 2162643096697307840643072.0000
Epoch 47 [500/1563] Loss: 2671756083424310438395904.0000 Recon: 67830.3594 Quant: 2671756083424310438395904.0000
Epoch 47 [600/1563] Loss: 2860360494750311473217536.0000 Recon: 68043.3828 Quant: 2860360494750311473217536.0000
Epoch 47 [700/1563] Loss: 1780038889634121878863872.0000 Recon: 67451.4844 Quant: 1780038889634121878863872.0000
Epoch 47 [800/1563] Loss: 2136109184729533560913920.0000 Recon: 67818.4375 Quant: 2136109184729533560913920.0000
Epoch 47 [900/1563] Loss: 2117081800563066385989632.0000 Recon: 67791.2969 Quant: 2117081800563066385989632.0000
Epoch 47 [1000/1563] Loss: 1980790193702284501712896.0000 Recon: 67625.0078 Quant: 1980790193702284501712896.0000
Epoch 47 [1100/1563] Loss: 2167977664499123721601024.0000 Recon: 67994.2578 Quant: 2167977664499123721601024.0000
Epoch 47 [1200/1563] Loss: 2143113471100396308004864.0000 Recon: 67917.3672 Quant: 2143113471100396308004864.0000
Epoch 47 [1300/1563] Loss: 2160862553548630641344512.0000 Recon: 68087.5469 Quant: 2160862553548630641344512.0000
Epoch 47 [1400/1563] Loss: 1749273323398876243165184.0000 Recon: 67670.1250 Quant: 1749273323398876243165184.0000
Epoch 47 [1500/1563] Loss: 1621435513470624064339968.0000 Recon: 67711.9062 Quant: 1621435513470624064339968.0000
Epoch 48 [100/1563] Loss: 1426874965536635982184448.0000 Recon: 67656.1562 Quant: 1426874965536635982184448.0000
Epoch 48 [200/1563] Loss: 1880580562364866576252928.0000 Recon: 68121.3203 Quant: 1880580562364866576252928.0000
Epoch 48 [300/1563] Loss: 1422780797158588992716800.0000 Recon: 67191.1406 Quant: 1422780797158588992716800.0000
Epoch 48 [400/1563] Loss: 1669214598234164865007616.0000 Recon: 67620.8750 Quant: 1669214598234164865007616.0000
Epoch 48 [500/1563] Loss: 1949560576561434610106368.0000 Recon: 67762.5000 Quant: 1949560576561434610106368.0000
Epoch 48 [600/1563] Loss: 2221517033330056481472512.0000 Recon: 68012.7891 Quant: 2221517033330056481472512.0000
Epoch 48 [700/1563] Loss: 2102806326493024406732800.0000 Recon: 68167.4844 Quant: 2102806326493024406732800.0000
Epoch 48 [800/1563] Loss: 1983756948964014070693888.0000 Recon: 67860.2500 Quant: 1983756948964014070693888.0000
Epoch 48 [900/1563] Loss: 2000119499187770594689024.0000 Recon: 67827.2422 Quant: 2000119499187770594689024.0000
Epoch 48 [1000/1563] Loss: 1717500680229356526632960.0000 Recon: 67653.3203 Quant: 1717500680229356526632960.0000
Epoch 48 [1100/1563] Loss: 1790546904457484833914880.0000 Recon: 67719.5156 Quant: 1790546904457484833914880.0000
Epoch 48 [1200/1563] Loss: 1978665791714858310303744.0000 Recon: 68082.4688 Quant: 1978665791714858310303744.0000
Epoch 48 [1300/1563] Loss: 1674280102979843123052544.0000 Recon: 67756.6172 Quant: 1674280102979843123052544.0000
Epoch 48 [1400/1563] Loss: 1826083403993981678256128.0000 Recon: 67927.1250 Quant: 1826083403993981678256128.0000
Epoch 48 [1500/1563] Loss: 2566763845455407159967744.0000 Recon: 68060.6406 Quant: 2566763845455407159967744.0000
Epoch 49 [100/1563] Loss: 1800204495556012163465216.0000 Recon: 67177.2812 Quant: 1800204495556012163465216.0000
Epoch 49 [200/1563] Loss: 2018062560679155030032384.0000 Recon: 67983.5000 Quant: 2018062560679155030032384.0000
Epoch 49 [300/1563] Loss: 1585464650757266590400512.0000 Recon: 67460.0234 Quant: 1585464650757266590400512.0000
Epoch 49 [400/1563] Loss: 1792896414368685512196096.0000 Recon: 67845.4688 Quant: 1792896414368685512196096.0000
Epoch 49 [500/1563] Loss: 1594916157136845446053888.0000 Recon: 67451.8594 Quant: 1594916157136845446053888.0000
Epoch 49 [600/1563] Loss: 1644814023395477479751680.0000 Recon: 67600.5938 Quant: 1644814023395477479751680.0000
Epoch 49 [700/1563] Loss: 2004386894021884762914816.0000 Recon: 68043.8906 Quant: 2004386894021884762914816.0000
Epoch 49 [800/1563] Loss: 1978256936926287107194880.0000 Recon: 67758.1719 Quant: 1978256936926287107194880.0000
Epoch 49 [900/1563] Loss: 2188518546370763534893056.0000 Recon: 68030.1953 Quant: 2188518546370763534893056.0000
Epoch 49 [1000/1563] Loss: 2094086060577742443773952.0000 Recon: 67556.7188 Quant: 2094086060577742443773952.0000
Epoch 49 [1100/1563] Loss: 2323264229609055713230848.0000 Recon: 68179.3750 Quant: 2323264229609055713230848.0000
Epoch 49 [1200/1563] Loss: 1391639378512841524903936.0000 Recon: 67214.6484 Quant: 1391639378512841524903936.0000
Epoch 49 [1300/1563] Loss: 1871654499961012291108864.0000 Recon: 67761.2422 Quant: 1871654499961012291108864.0000
Epoch 49 [1400/1563] Loss: 1596904946732292257087488.0000 Recon: 67630.3594 Quant: 1596904946732292257087488.0000
Epoch 49 [1500/1563] Loss: 1444910693093953192853504.0000 Recon: 68132.6562 Quant: 1444910693093953192853504.0000