{ "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_256_steps": { "time": [ 96.79025679710321, 2.7306869910098612, 3.9055738048627973, 3.9051084599923342, 3.905890380963683, 3.9057352780364454, 3.9058009521104395 ], "throughput": [ 524.3787730883622, 524.4412596939804, 524.3362716940115, 524.3570939169241, 524.3482771167319 ] }, "decode_256_steps": { "time": [ 3.904837826034054, 3.9049906202126294, 3.9048626099247485, 3.905899834120646, 3.9057530788704753 ], "throughput": [ 524.477607327434, 524.457085607157, 524.4742785046328, 524.3350026821863, 524.3547041105505 ] } }, "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 78.59509626100771, 3.1858562701381743, 4.562520033912733, 4.562590185087174, 4.561941236956045, 4.562066272133961, 4.562546665081754 ], "throughput": [ 448.8747413222146, 448.86783974021773, 448.93169237018225, 448.91938824072, 448.87212128126316 ] }, "decode_256_steps": { "time": [ 4.561464128084481, 4.562372754095122, 4.56287759100087, 4.561695888871327, 4.566258101025596 ], "throughput": [ 448.9786486296511, 448.88923163100685, 448.83956651372057, 448.9558378927194, 448.50727985350034 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_256_steps": { "time": [ 143.4046021751128, 2.2715712478384376, 2.6000779650639743, 2.5993910550605506, 2.599828042089939, 2.5997374861035496, 2.6003224500454962 ], "throughput": [ 787.6686882155126, 787.8768360046902, 787.7444072622827, 787.7718465603671, 787.5946307982564 ] }, "decode_256_steps": { "time": [ 2.598840625025332, 2.5994473590981215, 2.5992874179501086, 2.6018181031104177, 2.599406457040459 ], "throughput": [ 788.0437069818536, 787.8597705900664, 787.908249721428, 787.1418826518502, 787.8721676839027 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 108.8028431830462, 2.2368014969397336, 2.6524498271755874, 2.6484703950118273, 2.6479950968641788, 2.648893762147054, 2.6489222338423133 ], "throughput": [ 772.1163955741155, 773.2765311846555, 773.4153293657123, 773.1529400182508, 773.1446298554927 ] }, "decode_256_steps": { "time": [ 2.6475992421619594, 2.6484773939009756, 2.650977912126109, 2.6476340680383146, 2.6483203028328717 ], "throughput": [ 773.5309662377972, 773.2744877174409, 772.545101425415, 773.5207915334782, 773.3203562308089 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_256_steps": { "time": [ 98.0019998929929, 2.259423140902072, 2.616828733123839, 2.6160192019306123, 2.616776251932606, 2.616232676897198, 2.626238158904016 ], "throughput": [ 782.6266862926105, 782.868871332666, 782.642382392251, 782.8049921113626, 779.8226497686231 ] }, "decode_256_steps": { "time": [ 2.6160265379585326, 2.616485408972949, 2.6158285869751126, 2.615940705873072, 2.6165480529889464 ], "throughput": [ 782.8666759620095, 782.7293792568494, 782.9259188455703, 782.8923627366693, 782.7106395621207 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 78.57349261199124, 2.2227844579610974, 2.6581538640893996, 2.6575814818497747, 2.6577383631374687, 2.6572560609783977, 2.657383057055995 ], "throughput": [ 770.4595387301182, 770.6254780848776, 770.5799895149685, 770.7198527363333, 770.6830201096017 ] }, "decode_256_steps": { "time": [ 2.656432778108865, 2.6574523879680783, 2.657418450107798, 2.6576172038912773, 2.6572073940187693 ], "throughput": [ 770.9587145879095, 770.662913575632, 770.6727557027848, 770.6151198153455, 770.7339685302463 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_256_steps": { "time": [ 97.20389535906725, 2.3880729770753533, 2.7059013929683715, 2.704943586140871, 2.7049970540683717, 2.7045879180077463, 2.7045863000676036 ], "throughput": [ 756.8642395181096, 757.1322413129773, 757.1172755695853, 757.2318083520087, 757.2322613439284 ] }, "decode_256_steps": { "time": [ 2.708581724902615, 2.7170100579969585, 2.7045781849883497, 2.704522161046043, 2.7050034010317177 ], "throughput": [ 756.115269172332, 753.7697528841068, 757.2345334172035, 757.2502194649733, 757.1154990854616 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 76.78570476802997, 2.3345560810994357, 2.740232344949618, 2.7392486489843577, 2.7390814390964806, 2.7393308989703655, 2.7395442698616534 ], "throughput": [ 747.3818794141905, 747.6502729167523, 747.6959139541166, 747.6278242872314, 747.5695948886505 ] }, "decode_256_steps": { "time": [ 2.7387014280539006, 2.739976998884231, 2.7388684491161257, 2.7384993380401284, 2.73982391692698 ], "throughput": [ 747.7996611902644, 747.4515300069976, 747.7540590388417, 747.8548457366799, 747.4932923050989 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_256_steps": { "time": [ 62.83966068713926, 2.728696499951184, 3.906291076913476, 3.904756370931864, 3.9044110970571637, 3.904814412118867, 3.9042581680696458 ], "throughput": [ 524.282486807975, 524.4885481834167, 524.5349296193785, 524.4807521822004, 524.5554755444305 ] }, "decode_256_steps": { "time": [ 3.9045810070820153, 3.9043800281360745, 3.904249426908791, 3.9044663191307336, 3.9043026668950915 ], "throughput": [ 524.5121041887458, 524.5391035814979, 524.5566499631951, 524.5275109597959, 524.5494969857647 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 52.970959551865235, 3.1840416139457375, 4.561906893039122, 4.562123115174472, 4.5624744719825685, 4.562402551062405, 4.561954492004588 ], "throughput": [ 448.93507211315125, 448.9137948048728, 448.8792238896772, 448.8862999436779, 448.9303879706348 ] }, "decode_256_steps": { "time": [ 4.562215802958235, 4.562235296005383, 4.561527868034318, 4.562032117974013, 4.561810235958546 ], "throughput": [ 448.9046744943618, 448.9027564608942, 448.9723748816067, 448.9227491255611, 448.9445842916931 ] } }, "(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_512_steps": { "time": [ 33.18761291401461, 6.605431237025186, 7.781478140037507, 7.780926941893995, 7.780788219068199, 7.780417948961258, 7.780325382947922 ], "throughput": [ 526.378141310342, 526.4154297537938, 526.4248151571619, 526.4498677152486, 526.456131124949 ] }, "decode_256_steps": { "time": [ 3.9041497039142996, 3.9048300159629434, 3.9045795120764524, 3.9045635170768946, 3.904711412033066 ], "throughput": [ 524.5700486194665, 524.4786563378628, 524.5123050166483, 524.5144536752756, 524.4945871514914 ] } }, "(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 32.24218642595224, 7.724188466789201, 9.100585292093456, 9.099509035004303, 9.098529377020895, 9.100639865035191, 9.103446109918877 ], "throughput": [ 450.0809418882745, 450.1341758377696, 450.18264274057236, 450.07824293068666, 449.9395009915097 ] }, "decode_256_steps": { "time": [ 4.576587567804381, 4.5628007599152625, 4.563167214859277, 4.562662529060617, 4.56264074286446 ], "throughput": [ 447.4949882762821, 448.8471243346672, 448.8110787023083, 448.8607226495123, 448.86286591879474 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_512_steps": { "time": [ 69.7559543880634, 4.743665099143982, 5.39711664407514, 5.396715167909861, 5.396985389990732, 5.396349950227886, 5.39650835795328 ], "throughput": [ 758.92374949808, 758.9802078782628, 758.942206439257, 759.0315746344485, 759.0092942158399 ] }, "decode_256_steps": { "time": [ 2.597040344029665, 2.597432864131406, 2.5976657778955996, 2.5984591827727854, 2.5977391751948744 ], "throughput": [ 788.5899827117228, 788.4708121935853, 788.4001157605077, 788.1593882935667, 788.3778400679373 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 62.7785383509472, 4.868987350957468, 5.531275609973818, 5.5315489917993546, 5.5323226558975875, 5.531573118874803, 5.531757125863805 ], "throughput": [ 740.5163453822885, 740.4797473677647, 740.3761954544655, 740.4765176155137, 740.4518865893617 ] }, "decode_256_steps": { "time": [ 2.6490061308722943, 2.650114140007645, 2.649841918842867, 2.6497665559872985, 2.649999941000715 ], "throughput": [ 773.1201434877811, 772.7969030021069, 772.8762932750044, 772.8982748961139, 772.8302058854451 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_512_steps": { "time": [ 64.3879079411272, 4.776448633987457, 5.43472889601253, 5.4347483140882105, 5.434621681924909, 5.4339175939094275, 5.434106840053573 ], "throughput": [ 753.6714486356886, 753.6687558064383, 753.6863170481487, 753.7839743081448, 753.7577233132978 ] }, "decode_256_steps": { "time": [ 2.6160816019400954, 2.6169466378632933, 2.6166480269748718, 2.617080209078267, 2.6169829978607595 ], "throughput": [ 782.8501979759332, 782.5914255829719, 782.6807346220384, 782.5514834798676, 782.5805523666481 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 56.430621420033276, 4.8645637549925596, 5.5480397078208625, 5.54802481783554, 5.550256815040484, 5.547402599127963, 5.5473431998398155 ], "throughput": [ 738.2787823645211, 738.2807637832412, 737.983869304996, 738.3635722858622, 738.3714784616672 ] }, "decode_256_steps": { "time": [ 2.6588458560872823, 2.659028538968414, 2.658837374066934, 2.659183202078566, 2.6583607951179147 ], "throughput": [ 770.2590187058854, 770.2060997038166, 770.2614759275019, 770.1613030644781, 770.3995649353377 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_512_steps": { "time": [ 63.129045754205436, 4.942380326800048, 5.604301246115938, 5.603682572953403, 5.603978948900476, 5.603897121967748, 5.603721676161513 ], "throughput": [ 730.8672071899657, 730.9478983998225, 730.9092409784395, 730.9199135621773, 730.9427977882218 ] }, "decode_256_steps": { "time": [ 2.7032529849093407, 2.7038086759857833, 2.7035854221321642, 2.7033982782159, 2.7040814720094204 ], "throughput": [ 757.6057481237495, 757.4500437806748, 757.5125916993808, 757.5650308365114, 757.3736298995896 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 55.3882846031338, 5.022827526088804, 5.70764159085229, 5.706689887912944, 5.7062867800705135, 5.706262188963592, 5.7062603728845716 ], "throughput": [ 717.6344090288906, 717.7540887013212, 717.8047928305112, 717.8078862064945, 717.8081146566102 ] }, "decode_256_steps": { "time": [ 2.7392756710760295, 2.7399218750651926, 2.739924100926146, 2.739935150137171, 2.739596782019362 ], "throughput": [ 747.6428975823065, 747.4665678017811, 747.4659605745055, 747.4629463027509, 747.5552655929225 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_512_steps": { "time": [ 34.425130086019635, 6.60544104478322, 7.781997394980863, 7.781587912002578, 7.780646458035335, 7.780431468039751, 7.780154117150232 ], "throughput": [ 526.3430186499147, 526.3707158897729, 526.4344064585948, 526.4489529694388, 526.467720089369 ] }, "decode_256_steps": { "time": [ 3.9042546660639346, 3.9050744650885463, 3.9044711829628795, 3.9060449150856584, 3.9042890639975667 ], "throughput": [ 524.5559460558158, 524.4458251204084, 524.5268575515238, 524.3155274764904, 524.5513245638301 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 33.517771173035726, 7.721486452035606, 9.098510432057083, 9.098753886064515, 9.098039068980142, 9.098634116817266, 9.098715791013092 ], "throughput": [ 450.18358011311693, 450.1715346178732, 450.20690381132283, 450.1774604200477, 450.1734194231748 ] }, "decode_256_steps": { "time": [ 4.562239747028798, 4.563120909966528, 4.562559723854065, 4.562130499863997, 4.562617777846754 ], "throughput": [ 448.90231850129743, 448.81563307403627, 448.8708365377895, 448.91306815117485, 448.86512517963257 ] } }, "(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_1024_steps": { "time": [ 40.77745770919137, 14.359132131095976, 15.531763664912432, 15.532874180004, 15.535439781844616, 15.5331723629497, 15.532808401156217 ], "throughput": [ 527.4352724350565, 527.397563713343, 527.310466587082, 527.3874395123473, 527.3997971538882 ] }, "decode_256_steps": { "time": [ 3.9045504690147936, 3.904797226889059, 3.904736273922026, 3.9059473839588463, 3.9047093470580876 ], "throughput": [ 524.516206475558, 524.4830604511661, 524.4912476362794, 524.3286195842873, 524.4948645263489 ] }, "decode_512_steps": { "time": [ 7.780344533035532, 7.781072847777978, 7.781037978129461, 7.780001768143848, 7.780404553050175 ], "throughput": [ 526.4548353364411, 526.4055587359891, 526.4079177498973, 526.478029448729, 526.4507741302774 ] } }, "(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 41.374789795838296, 16.795806696172804, 18.17286394792609, 18.172068502986804, 18.172877294011414, 18.174518876010552, 18.174512536032125 ], "throughput": [ 450.78200241161665, 450.80173446702247, 450.78167135919335, 450.7409552839953, 450.74111252001063 ] }, "decode_256_steps": { "time": [ 4.5621769218705595, 4.562576459953561, 4.562553155934438, 4.562944871839136, 4.56240769312717 ], "throughput": [ 448.9085002780405, 448.8691900235782, 448.8714826995933, 448.83294835305236, 448.8857940260612 ] }, "decode_512_steps": { "time": [ 9.101272923871875, 9.100594300078228, 9.099586117081344, 9.100924530997872, 9.099477611947805 ], "throughput": [ 450.0469367594214, 450.0804963874492, 450.13036277673865, 450.0641650250992, 450.13573027773225 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_1024_steps": { "time": [ 83.18049552221783, 10.89998953603208, 11.674494977109134, 11.67309005302377, 11.673142550047487, 11.673108463175595, 11.672593768918887 ], "throughput": [ 701.7005888530967, 701.7850425884416, 701.7818864866578, 701.7839357736439, 701.8148804092873 ] }, "decode_256_steps": { "time": [ 2.6032383758574724, 2.597006920957938, 2.597530559869483, 2.598417049041018, 2.597177382092923 ], "throughput": [ 786.7124344021764, 788.6001317411084, 788.4411570129535, 788.17216841917, 788.5483733689491 ] }, "decode_512_steps": { "time": [ 5.395264085847884, 5.39590920205228, 5.396162764867768, 5.396286650095135, 5.396006776019931 ], "throughput": [ 759.1843392326364, 759.0935737840301, 759.0579043811277, 759.0404783125798, 759.079847379508 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 75.48075783601962, 11.268792700953782, 12.097040456021205, 12.096574255963787, 12.09655666607432, 12.098713696934283, 12.096490226918831 ], "throughput": [ 677.1904276737785, 677.2165264856886, 677.2175112422748, 677.0967728640267, 677.2212308137113 ] }, "decode_256_steps": { "time": [ 2.650005704956129, 2.650561919203028, 2.6498867401387542, 2.65002299612388, 2.6503036469221115 ], "throughput": [ 772.8285249234603, 772.66634865704, 772.8632205211767, 772.8234822850807, 772.7416450482618 ] }, "decode_512_steps": { "time": [ 5.530653259018436, 5.5318131658714265, 5.532016829121858, 5.5316183478571475, 5.531588476151228 ], "throughput": [ 740.5996738849881, 740.4443854449587, 740.4171257104059, 740.4704631487672, 740.4744618402846 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_1024_steps": { "time": [ 71.9482916619163, 10.957509607076645, 11.748135125031695, 11.74607057007961, 11.746451287996024, 11.746697145979851, 11.746418372960761 ], "throughput": [ 697.3021601143611, 697.4247218356767, 697.402117384303, 697.3875207809883, 697.4040715983074 ] }, "decode_256_steps": { "time": [ 2.6155812789220363, 2.616087845992297, 2.6157175549305975, 2.6159144090488553, 2.6265136210713536 ], "throughput": [ 782.999945940906, 782.8483294769416, 782.9591525046516, 782.9002328652838, 779.7408639231126 ] }, "decode_512_steps": { "time": [ 5.43218231596984, 5.433482530992478, 5.433531776070595, 5.433647279860452, 5.433282066136599 ], "throughput": [ 754.0247660610258, 753.8443303418196, 753.8374981147406, 753.8214736870433, 753.872143971445 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 64.60407690191641, 11.28362624393776, 12.131555861094967, 12.129654410062358, 12.129995660157874, 12.130512916017324, 12.12956515699625 ], "throughput": [ 675.2637579052131, 675.369612608599, 675.3506126063511, 675.321815055582, 675.3745821856533 ] }, "decode_256_steps": { "time": [ 2.6576711458619684, 2.6581629188731313, 2.658307363046333, 2.658130223862827, 2.6584712949115783 ], "throughput": [ 770.5994788665878, 770.4569142316543, 770.4150499937144, 770.4663908541778, 770.3675431515679 ] }, "decode_512_steps": { "time": [ 5.545586596941575, 5.547506273025647, 5.546936688013375, 5.548968171002343, 5.546572737861425 ], "throughput": [ 738.6053627327664, 738.3497734678566, 738.425590623962, 738.1552522511794, 738.4740439876178 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_1024_steps": { "time": [ 69.6846212327946, 11.281872089020908, 12.083548982162029, 12.085781897883862, 12.084672641940415, 12.082689779810607, 12.082274321932346 ], "throughput": [ 677.9465215139353, 677.8212671067946, 677.8834845363775, 677.9947304190746, 678.0180437659385 ] }, "decode_256_steps": { "time": [ 2.7024823338724673, 2.703671883791685, 2.703963418956846, 2.7033089459873736, 2.7035359730944037 ], "throughput": [ 757.8217901115231, 757.4883669418653, 757.4066962747935, 757.5900649609162, 757.5264469870942 ] }, "decode_512_steps": { "time": [ 5.602640898898244, 5.603986267931759, 5.608670501969755, 5.604378571966663, 5.603359518107027 ], "throughput": [ 731.0838002852327, 730.9082863815964, 730.2978484048033, 730.857123123046, 730.9900403077731 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 62.012024444993585, 11.619471451966092, 12.45194908301346, 12.453025731025264, 12.452665694989264, 12.450656159082428, 12.450758357997984 ], "throughput": [ 657.8889734760687, 657.8320945399306, 657.851114022624, 657.957291192573, 657.9518905157862 ] }, "decode_256_steps": { "time": [ 2.7389920810237527, 2.7395781020168215, 2.740076781017706, 2.739700571866706, 2.739624672103673 ], "throughput": [ 747.720307111848, 747.5603628501426, 747.4243109491779, 747.5269454736753, 747.5476552879063 ] }, "decode_512_steps": { "time": [ 5.705365495057777, 5.705921925837174, 5.705893540056422, 5.706369834952056, 5.707370854914188 ], "throughput": [ 717.920701758393, 717.8506914812077, 717.8542626576059, 717.7943453492292, 717.6684508723035 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { "compile_1024_steps": { "time": [ 129.64871300710365, 11.688326672883704, 12.65236892993562, 12.651169453049079, 12.650771095883101, 12.65150680881925, 12.651011298876256 ], "throughput": [ 647.4676833535618, 647.5290707631485, 647.5494606542914, 647.5118042294719, 647.5371657226855 ] }, "decode_256_steps": { "time": [ 3.1825180440209806, 3.182948149042204, 3.1831005099229515, 3.1829889570362866, 3.182580620981753 ], "throughput": [ 643.5155972949132, 643.4286403993962, 643.3978423287591, 643.4203912246411, 643.502944276786 ] }, "decode_512_steps": { "time": [ 6.33373456611298, 6.334488610969856, 6.335271083982661, 6.334091228898615, 6.333446900127456 ], "throughput": [ 646.69587227646, 646.6188908930523, 646.5390266181087, 646.6594578417876, 646.725245287455 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 108.64841137011535, 12.975411294028163, 14.048575470922515, 14.047747100004926, 14.04800511104986, 14.047604464925826, 14.048537003109232 ], "throughput": [ 583.1196207014477, 583.1540062389881, 583.1432958090503, 583.1599274064025, 583.1212174041284 ] }, "decode_256_steps": { "time": [ 3.529533870983869, 3.530731023987755, 3.53670846298337, 3.5307511519640684, 3.530763446819037 ], "throughput": [ 580.2465920036952, 580.049849757998, 579.0694996308578, 580.0465430311476, 580.0445231880658 ] }, "decode_512_steps": { "time": [ 7.029611260164529, 7.0293599190190434, 7.030462878989056, 7.028948365012184, 7.029909861041233 ], "throughput": [ 582.6780242047314, 582.6988583864692, 582.6074428528927, 582.7329761573658, 582.6532745034831 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_1024_steps": { "time": [ 41.878836245974526, 14.359197112964466, 15.532698350958526, 15.53201432316564, 15.532649762928486, 15.532247286988422, 15.53397075086832 ], "throughput": [ 527.4035338164196, 527.4267605961335, 527.4051835992407, 527.4188498700089, 527.3603337731328 ] }, "decode_256_steps": { "time": [ 3.907031886978075, 3.904670211020857, 3.9041886050254107, 3.9046802171505988, 3.9040631798561662 ], "throughput": [ 524.1830779077777, 524.5001214749351, 524.564821833619, 524.498777391432, 524.5816744378232 ] }, "decode_512_steps": { "time": [ 7.778878058772534, 7.77976277587004, 7.780304825864732, 7.780144352931529, 7.77907363884151 ], "throughput": [ 526.5540826135957, 526.4942027158314, 526.4575221247524, 526.4683808156648, 526.5408440856452 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 42.62912995903753, 16.80043332814239, 18.17629273608327, 18.17751884018071, 18.1770364230033, 18.177401268854737, 18.17734987102449 ], "throughput": [ 450.696966589748, 450.6665663243268, 450.6785269810488, 450.6694812330638, 450.67075553507476 ] }, "decode_256_steps": { "time": [ 4.564366594189778, 4.564295978983864, 4.566051228903234, 4.565843865042552, 4.564464887836948 ], "throughput": [ 448.69314454430696, 448.70008637256257, 448.5276001802393, 448.5479706566605, 448.68348214428386 ] }, "decode_512_steps": { "time": [ 9.101057711057365, 9.099793544970453, 9.101606349926442, 9.101745292078704, 9.10204539494589 ], "throughput": [ 450.0575790244192, 450.12010214933946, 450.0304498483505, 450.02357993524276, 450.00874224099056 ] } }, "(max_new_tokens=2048, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_2048_steps": { "time": [ 96.70209388178773, 30.828299795044586, 32.02456505410373, 32.024432646110654, 32.02461952180602, 32.02462122216821, 32.02297996287234 ], "throughput": [ 511.60726062384106, 511.6093759116081, 511.6063904785474, 511.6063633145676, 511.6325844439125 ] }, "decode_256_steps": { "time": [ 4.027605577837676, 4.028912228997797, 4.028356854105368, 4.02826082194224, 4.02783924411051 ], "throughput": [ 508.4907050653956, 508.325792073521, 508.3958730996852, 508.4079930585402, 508.461206090729 ] }, "decode_512_steps": { "time": [ 8.026852615876123, 8.027175259077922, 8.027625117916614, 8.027472898131236, 8.026858811965212 ], "throughput": [ 510.2871817901101, 510.2666713758167, 510.23807662097494, 510.24775193617063, 510.2867878894681 ] }, "decode_1024_steps": { "time": [ 16.023506029043347, 16.026532182935625, 16.02680660202168, 16.03127933596261, 16.023962527047843 ], "throughput": [ 511.248910516314, 511.15237572869916, 511.14362351927497, 511.00101422492656, 511.2343458225276 ] } }, "(max_new_tokens=2048, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 86.66930953902192, 35.61715340311639, 36.99655507598072, 36.99238338088617, 36.98074035020545, 36.98813461395912, 36.99888759991154 ], "throughput": [ 442.85204301729664, 442.90198420860753, 443.0414276416447, 442.95285963993354, 442.82412425932426 ] }, "decode_256_steps": { "time": [ 4.6488316911272705, 4.648043784080073, 4.648740579839796, 4.647282717982307, 4.648402604972944 ], "throughput": [ 440.54079305748996, 440.61547075235524, 440.54942727532836, 440.6876285093265, 440.5814586303289 ] }, "decode_512_steps": { "time": [ 9.269186646910384, 9.27017303998582, 9.270306912017986, 9.268097120104358, 9.27038961998187 ], "throughput": [ 441.8942196363349, 441.8471998669687, 441.84081917395457, 441.94616725745743, 441.83687718704647 ] }, "decode_1024_steps": { "time": [ 18.50836483296007, 18.506299224914983, 18.504218779038638, 18.503231444163248, 18.50319441407919 ], "throughput": [ 442.6106830038017, 442.6600856518699, 442.7098543214265, 442.73347737776504, 442.73436341168525 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_2048_steps": { "time": [ 283.6113216439262, 29.704939678078517, 30.684182089054957, 30.68745720316656, 30.682045300025493, 30.68207175284624, 30.68186683487147 ], "throughput": [ 533.955897942744, 533.8989115823314, 533.9930842220087, 533.992623835127, 533.9961902637152 ] }, "decode_256_steps": { "time": [ 2.654339331900701, 2.6551338059362024, 2.655214766971767, 2.6547716970089823, 2.654424246866256 ], "throughput": [ 771.566760657343, 771.3358910278623, 771.3123719689589, 771.4411006819886, 771.5420782558837 ] }, "decode_512_steps": { "time": [ 5.61524526309222, 5.616316393017769, 5.615968085126951, 5.616505888057873, 5.615829874994233 ], "throughput": [ 729.4427595036877, 729.3036419907124, 729.3488741233487, 729.2790360478645, 729.3668239912994 ] }, "decode_1024_steps": { "time": [ 12.540457005845383, 12.542285213014111, 12.543767231050879, 12.542690997943282, 12.542610747972503 ], "throughput": [ 653.2457306923925, 653.150511319885, 653.0733430481314, 653.1293803971813, 653.1335592411832 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 229.4662691128906, 27.51316980505362, 28.318324128864333, 28.31792987487279, 28.31528483214788, 28.321781747974455, 28.31594783696346 ], "throughput": [ 578.5653107663987, 578.5733657931661, 578.6274126191503, 578.4946775522612, 578.6138643260399 ] }, "decode_256_steps": { "time": [ 2.648721719160676, 2.649395145010203, 2.649630180094391, 2.649357228074223, 2.649622255936265 ], "throughput": [ 773.203158785955, 773.0066252507279, 772.9380558033354, 773.0176883276174, 772.9403674095887 ] }, "decode_512_steps": { "time": [ 5.527158241020516, 5.528396655106917, 5.528634577989578, 5.528737653978169, 5.528336137998849 ], "throughput": [ 741.0679813002293, 740.9019749363091, 740.8700904752981, 740.8562779340323, 740.9100853774555 ] }, "decode_1024_steps": { "time": [ 12.084364539012313, 12.086424733977765, 12.086012984858826, 12.08488295506686, 12.086813096888363 ], "throughput": [ 677.9007678520061, 677.7852160838245, 677.8083070291926, 677.8716873352356, 677.7634380818674 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_2048_steps": { "time": [ 160.89728697389364, 29.85585246491246, 30.906830590916798, 30.907296895980835, 30.903847079956904, 30.90315332193859, 30.90144317294471 ], "throughput": [ 530.1093540408214, 530.1013561664969, 530.1605317166502, 530.1724335156686, 530.2017743412308 ] }, "decode_256_steps": { "time": [ 2.683869153028354, 2.6832730232272297, 2.6834793349262327, 2.6833650241605937, 2.6836798628792167 ], "throughput": [ 763.0774390357784, 763.2469682629711, 763.1882881841899, 763.2207998390575, 763.1312617902121 ] }, "decode_512_steps": { "time": [ 5.670354145811871, 5.671876471955329, 5.6718938341364264, 5.671512986999005, 5.6712522429879755 ], "throughput": [ 722.3534711716921, 722.159592200699, 722.1573816047345, 722.2058751146996, 722.2390795726567 ] }, "decode_1024_steps": { "time": [ 12.651168528944254, 12.649955810047686, 12.650431371992454, 12.651083526900038, 12.651487743016332 ], "throughput": [ 647.5291180619207, 647.5911950216622, 647.5668504187737, 647.5334687800713, 647.5127800303181 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 137.35247355606407, 27.522530887974426, 28.37901450204663, 28.37908870400861, 28.37415665690787, 28.380837224889547, 28.38003639294766 ], "throughput": [ 577.3280111195695, 577.3265015971328, 577.4268535312118, 577.2909329690772, 577.3072230475141 ] }, "decode_256_steps": { "time": [ 2.658857155125588, 2.657541205175221, 2.6576844858936965, 2.6596336141228676, 2.657929088920355 ], "throughput": [ 770.2557454250547, 770.6371573888609, 770.5956109050023, 770.0308753525131, 770.5246947848008 ] }, "decode_512_steps": { "time": [ 5.543582699028775, 5.544673672877252, 5.544446535175666, 5.543633163906634, 5.544639918021858 ], "throughput": [ 738.8723542841007, 738.7269732457485, 738.7572364552029, 738.8656281710968, 738.7314704939967 ] }, "decode_1024_steps": { "time": [ 12.114728055894375, 12.116856234148145, 12.116573262028396, 12.116015960928053, 12.116733029019088 ], "throughput": [ 676.2017242322013, 676.0829576332698, 676.0987469677218, 676.1298455216393, 676.0898321668465 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_2048_steps": { "time": [ 151.41687705507502, 30.938084609108046, 31.996676509967074, 31.9998052790761, 31.99989195098169, 32.00037687900476, 31.995782824000344 ], "throughput": [ 512.0531813638935, 512.0031155537406, 512.0017287901303, 511.9939700069419, 512.0674837094532 ] }, "decode_256_steps": { "time": [ 2.8093328590039164, 2.8086980159860104, 2.811649094102904, 2.8086031838320196, 2.810408223187551 ], "throughput": [ 728.9986992592055, 729.1634730197355, 728.398150500158, 729.1880931380762, 728.7197578995014 ] }, "decode_512_steps": { "time": [ 5.923281399998814, 5.9234026479534805, 5.92481542006135, 5.922989578917623, 5.9248532759957016 ], "throughput": [ 691.508595218998, 691.4944405164077, 691.3295536821275, 691.5426653086413, 691.3251365387857 ] }, "decode_1024_steps": { "time": [ 13.14876661496237, 13.149204520974308, 13.149862600956112, 13.14909939817153, 13.14736729604192 ], "throughput": [ 623.0242151136885, 623.0034666304667, 622.9722886537513, 623.0084473419641, 623.0905256953034 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 126.44042193004861, 28.113713545026258, 29.00408712704666, 29.005704591982067, 29.00474124099128, 28.999732573982328, 29.011084098136052 ], "throughput": [ 564.8859048117299, 564.854404692826, 564.8731655238878, 564.9707271679886, 564.7496641138158 ] }, "decode_256_steps": { "time": [ 2.737851603887975, 2.738350556930527, 2.7380666360259056, 2.7379421109799296, 2.738111301092431 ], "throughput": [ 748.0317768470983, 747.8954784721373, 747.9730306974981, 748.0070494503647, 747.960829489621 ] }, "decode_512_steps": { "time": [ 5.701374079100788, 5.701977181946859, 5.7023912540171295, 5.7022696051280946, 5.7022914588451385 ], "throughput": [ 718.4233034303926, 718.3473152029485, 718.2951533033647, 718.3104769926059, 718.3077241073794 ] }, "decode_1024_steps": { "time": [ 12.43613904202357, 12.43542565498501, 12.436576209962368, 12.436271118931472, 12.437935608904809 ], "throughput": [ 658.7253465338406, 658.7631358413581, 658.7021911575443, 658.7183506742219, 658.6301985785345 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { "compile_2048_steps": { "time": [ 149.74055299698375, 35.49357041087933, 36.50665641203523, 36.49660391686484, 36.497037052875385, 36.49689616402611, 36.49542818288319 ], "throughput": [ 448.79486675198916, 448.91848121871584, 448.91315358733215, 448.91488652531535, 448.9329435428929 ] }, "decode_256_steps": { "time": [ 3.800490383990109, 3.801167136989534, 3.8007761519402266, 3.8003768778871745, 3.80044147092849 ], "throughput": [ 538.8778270897291, 538.7818862450717, 538.8373106252346, 538.8939217887751, 538.8847626430228 ] }, "decode_512_steps": { "time": [ 7.572794422972947, 7.572933881077915, 7.573692304082215, 7.5734388588462025, 7.574113463051617 ], "throughput": [ 540.8835591224173, 540.8735985711503, 540.8194359562586, 540.8375344861524, 540.7893636636542 ] }, "decode_1024_steps": { "time": [ 15.14917026204057, 15.152103465050459, 15.150337063940242, 15.1505864020437, 15.149791272124276 ], "throughput": [ 540.7556888133192, 540.6510072278417, 540.714042560678, 540.7051438546933, 540.7335225187782 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 127.67128574196249, 31.310928721912205, 32.143152890959755, 32.14317450998351, 32.14359028800391, 32.14252172713168, 32.14721649186686 ], "throughput": [ 509.71975448643656, 509.7194116564688, 509.7128184250956, 509.72976355399567, 509.655322853383 ] }, "decode_256_steps": { "time": [ 3.5257369079627097, 3.5263107938226312, 3.528971403138712, 3.526160300942138, 3.5274556009098887 ], "throughput": [ 580.8714755133002, 580.7769421764166, 580.3390750569649, 580.8017291365923, 580.5884557332853 ] }, "decode_512_steps": { "time": [ 7.020283571910113, 7.0217108589131385, 7.021631683921441, 7.021311030955985, 7.021553306141868 ], "throughput": [ 583.4522150058307, 583.3336180171342, 583.3401956099847, 583.366835900205, 583.3467071192298 ] }, "decode_1024_steps": { "time": [ 14.030570456990972, 14.031933253165334, 14.032391175162047, 14.030849732924253, 14.032987820915878 ], "throughput": [ 583.8679207742545, 583.8112149052621, 583.792163270092, 583.8562992216335, 583.7673419619159 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_2048_steps": { "time": [ 91.47326410911046, 30.848803873173892, 32.041127448901534, 32.0417565649841, 32.03719888278283, 32.037002734141424, 32.03798616793938 ], "throughput": [ 511.34280546553276, 511.3327656294842, 511.4055089505642, 511.4086400641899, 511.39294193202363 ] }, "decode_256_steps": { "time": [ 4.029019794194028, 4.029655792983249, 4.029508774867281, 4.029479677090421, 4.029306360054761 ], "throughput": [ 508.3122209901392, 508.23199429741305, 508.2505373294427, 508.2542075206111, 508.27606962409436 ] }, "decode_512_steps": { "time": [ 8.034743387019262, 8.029841230018064, 8.030288406880572, 8.030069394037127, 8.029291219078004 ], "throughput": [ 509.78603829680475, 510.0972587960852, 510.06885337896887, 510.0827650432957, 510.1322007436591 ] }, "decode_1024_steps": { "time": [ 16.029255904024467, 16.03178080311045, 16.03032193193212, 16.031693757046014, 16.032164523145184 ], "throughput": [ 511.06551976272544, 510.9850303349087, 511.03153353905384, 510.9878047913417, 510.9728002212952 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 85.55745342909358, 35.607784010935575, 36.987570953089744, 36.984977477928624, 36.98343583988026, 36.988465113099664, 36.99772459408268 ], "throughput": [ 442.9596098856924, 442.9906712739629, 443.0091371427606, 442.9489017698525, 442.838044224493 ] }, "decode_256_steps": { "time": [ 4.6473746788688, 4.64805102488026, 4.647722125053406, 4.64846160588786, 4.648326734080911 ], "throughput": [ 440.67890831184195, 440.6147843552899, 440.6459648179735, 440.57586652021627, 440.58864988649304 ] }, "decode_512_steps": { "time": [ 9.267369821900502, 9.267568846931681, 9.265011813957244, 9.2695058058016, 9.268623704090714 ], "throughput": [ 441.9808509551866, 441.9713592261156, 442.0933380602489, 441.8790047508676, 441.9210586996025 ] }, "decode_1024_steps": { "time": [ 18.50888713216409, 18.50773299089633, 18.510631253942847, 18.50597183010541, 18.5044191039633 ], "throughput": [ 442.5981930466382, 442.62579344696184, 442.55649024692593, 442.66791688687766, 442.70506163824547 ] } }, "(max_new_tokens=4096, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_4096_steps": { "time": [ 149.60705070989206, 83.24563509202562, 84.79918060894124, 84.80129287415184, 84.80477558192797, 84.8015165659599, 84.78753194911405 ], "throughput": [ 386.4188281619426, 386.4092030840719, 386.39333428037406, 386.40818380308747, 386.47191688119887 ] }, "decode_256_steps": { "time": [ 5.319896633038297, 5.320234737126157, 5.320780530106276, 5.319576758192852, 5.319596987916157 ], "throughput": [ 384.9698859337323, 384.9454208680786, 384.90593408465463, 384.99303480221596, 384.9915707246579 ] }, "decode_512_steps": { "time": [ 10.617130189901218, 10.61859962111339, 10.617429015925154, 10.619271453935653, 10.618021606002003 ], "throughput": [ 385.7916335900285, 385.73824667574416, 385.7807755395757, 385.7138427779774, 385.75924517658467 ] }, "decode_1024_steps": { "time": [ 21.213322879979387, 21.21457601711154, 21.2153675458394, 21.21430155192502, 21.21323986700736 ], "throughput": [ 386.1724090256227, 386.1495979647383, 386.1351910260237, 386.15459386908947, 386.1739202195558 ] }, "decode_2048_steps": { "time": [ 42.40365711203776, 42.40813736990094, 42.407358977012336, 42.40818216698244, 42.40955648594536 ], "throughput": [ 386.3817678911668, 386.3409481320087, 386.3480394730839, 386.340540028052, 386.32802032319535 ] } }, "(max_new_tokens=4096, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 157.61793938605115, 106.69662525015883, 108.70137608610094, 108.71030528703704, 108.70096805412322, 108.69514545588754, 108.71230319002643 ], "throughput": [ 301.4497256598196, 301.4249653101412, 301.45085721485486, 301.46700538064465, 301.4194257546208 ] }, "decode_256_steps": { "time": [ 6.810404666000977, 6.811293404083699, 6.811723471852019, 6.811705603031442, 6.811083412962034 ], "throughput": [ 300.71634512763416, 300.67710763599246, 300.65812396274146, 300.65891266477666, 300.6863777504902 ] }, "decode_512_steps": { "time": [ 13.615783736109734, 13.603544906014577, 13.60388333001174, 13.604234516154975, 13.603635451057926 ], "throughput": [ 300.8273397540242, 301.0979879361462, 301.0904975172604, 301.08272502477195, 301.095983844632 ] }, "decode_1024_steps": { "time": [ 27.191644912119955, 27.190797199029475, 27.18993358593434, 27.18932635895908, 27.189657135866582 ], "throughput": [ 301.26901209822114, 301.27840460273075, 301.2879738786053, 301.29470262880113, 301.29103721553446 ] }, "decode_2048_steps": { "time": [ 54.36318732309155, 54.36434505996294, 54.36797956493683, 54.36709264898673, 54.37815592298284 ], "throughput": [ 301.38041580650037, 301.3739976436528, 301.353850761201, 301.358766888289, 301.29745523561104 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_4096_steps": { "time": [ 397.97194655099884, 77.17454494698904, 78.74727671290748, 78.7404685812071, 78.74335762998089, 78.73979247594252, 78.73602780909277 ], "throughput": [ 416.1159771843766, 416.1519557913922, 416.13668741404865, 416.1555291120643, 416.17542707959433 ] }, "decode_256_steps": { "time": [ 2.6328398790210485, 2.6338722619693726, 2.63288446306251, 2.6326279391068965, 2.632819039048627 ], "throughput": [ 777.8672817586971, 777.5623858344178, 777.8541097157807, 777.9299040238751, 777.8734389356466 ] }, "decode_512_steps": { "time": [ 5.54237513593398, 5.5435002848971635, 5.543390905950218, 5.5439945119433105, 5.54353386699222 ], "throughput": [ 739.033338512868, 738.8833389544931, 738.8979181683536, 738.817470178961, 738.8788628836113 ] }, "decode_1024_steps": { "time": [ 12.262731866911054, 12.264763843035325, 12.264769803034142, 12.263933704933152, 12.263644804013893 ], "throughput": [ 668.040375416244, 667.9296972074935, 667.9293726306553, 667.9749089563961, 667.9906447811304 ] }, "decode_2048_steps": { "time": [ 29.310560513054952, 29.313993610907346, 29.315941895125434, 29.314361066091806, 29.3137788658496 ], "throughput": [ 558.9794160607249, 558.9139513868125, 558.8768069814015, 558.9069454067524, 558.9180458438702 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 332.772841605125, 72.26578642311506, 73.60957468207926, 73.61551330401562, 73.63469606288709, 73.60728373192251, 73.62100380496122 ], "throughput": [ 445.15948015628993, 445.1235687874033, 445.00760853300415, 445.17333528215704, 445.0903723998369 ] }, "decode_256_steps": { "time": [ 2.647047637961805, 2.647450600983575, 2.647497728932649, 2.6470332911703736, 2.6474400779698044 ], "throughput": [ 773.6921582480229, 773.5743961527107, 773.5606258010506, 773.6963516218136, 773.5774709471474 ] }, "decode_512_steps": { "time": [ 5.525402656989172, 5.525911690900102, 5.526860058074817, 5.528611856978387, 5.52654338395223 ], "throughput": [ 741.3034405409174, 741.2351534218624, 741.1079631038765, 740.8731352391651, 741.1504290174961 ] }, "decode_1024_steps": { "time": [ 12.08202161709778, 12.083504690090194, 12.084038962842897, 12.084606136893854, 12.083714354084805 ], "throughput": [ 678.0322250381637, 677.9490065260903, 677.9190323028176, 677.8872151232242, 677.93724346279 ] }, "decode_2048_steps": { "time": [ 28.32646549399942, 28.335328135173768, 28.32748272200115, 28.32578358007595, 28.327263769926503 ], "throughput": [ 578.3990241730204, 578.2181142155855, 578.3782541070976, 578.4129485309041, 578.3827246101331 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_4096_steps": { "time": [ 222.79218096402474, 77.47185374400578, 79.10824722493999, 79.10861806594767, 79.11080273194239, 79.10649408795871, 79.10838239989243 ], "throughput": [ 414.21724219000805, 414.21530044531266, 414.203861778909, 414.2264219618326, 414.21653440412854 ] }, "decode_256_steps": { "time": [ 2.6608708400744945, 2.6611314478795975, 2.6615614120382816, 2.6614037931431085, 2.6613469258882105 ], "throughput": [ 769.6728338541467, 769.5974588673012, 769.4731336037808, 769.5187048566273, 769.5351478148573 ] }, "decode_512_steps": { "time": [ 5.597714132163674, 5.599817632930353, 5.598905280930921, 5.5989096311386675, 5.598693175939843 ], "throughput": [ 731.7272556783425, 731.4523915766496, 731.5715831004314, 731.5710146882624, 731.5992984938689 ] }, "decode_1024_steps": { "time": [ 12.37341667781584, 12.374915536958724, 12.3737228771206, 12.374279316980392, 12.374802214093506 ], "throughput": [ 662.0645059733052, 661.9843162188788, 662.0481225700686, 662.0183519502965, 661.9903783730971 ] }, "decode_2048_steps": { "time": [ 29.52009658003226, 29.52354443212971, 29.52125176996924, 29.523184847086668, 29.523283808026463 ], "throughput": [ 555.0117343139835, 554.9469183032684, 554.990016265732, 554.9536774186056, 554.9518172346973 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 194.0304489650298, 72.29846954904497, 73.74185862997547, 73.74309226078913, 73.74464213801548, 73.75065284082666, 73.76164322183467 ], "throughput": [ 444.36091805638426, 444.353484447295, 444.34414555397296, 444.3079313578685, 444.24173010153504 ] }, "decode_256_steps": { "time": [ 2.657409266103059, 2.6583779910579324, 2.657454963074997, 2.6575979590415955, 2.659200367052108 ], "throughput": [ 770.6754191473399, 770.3945815414213, 770.6621667936814, 770.6207001824182, 770.1563317210044 ] }, "decode_512_steps": { "time": [ 5.5434907579328865, 5.5445860279724, 5.544347790069878, 5.545938167022541, 5.544426487060264 ], "throughput": [ 738.8846087888777, 738.7386505206533, 738.7703937577797, 738.558540799424, 738.7599077306478 ] }, "decode_1024_steps": { "time": [ 12.117241251980886, 12.118535063927993, 12.11956681497395, 12.12486012512818, 12.119490351062268 ], "throughput": [ 676.0614755162029, 675.9892971209276, 675.9317494647277, 675.6366601724733, 675.9360140323041 ] }, "decode_2048_steps": { "time": [ 28.384345553815365, 28.39049477200024, 28.390886812936515, 28.389159437967464, 28.388880810001865 ], "throughput": [ 577.2195793253967, 577.0945568781883, 577.0865879587287, 577.1217015354162, 577.1273658039964 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_4096_steps": { "time": [ 204.68620377010666, 79.34970332379453, 81.01237513800152, 81.01449810084887, 81.01064900495112, 81.01312011992559, 81.01279158098623 ], "throughput": [ 404.48141341592503, 404.47081409070233, 404.4900318968846, 404.47769387838383, 404.4793341955479 ] }, "decode_256_steps": { "time": [ 2.7779154148884118, 2.7803899589926004, 2.7787341598886997, 2.778204136993736, 2.7786525511182845 ], "throughput": [ 737.2434700580211, 736.5873241543563, 737.0262436627012, 737.1668527627053, 737.0478900558369 ] }, "decode_512_steps": { "time": [ 5.827223364030942, 5.827840093988925, 5.8284437789116055, 5.828719629906118, 5.828613532008603 ], "throughput": [ 702.9076704495192, 702.8332853924361, 702.760488969644, 702.7272300050523, 702.7400217060667 ] }, "decode_1024_steps": { "time": [ 12.82282259198837, 12.824971847003326, 12.824240285204723, 12.82416884880513, 12.82461025682278 ], "throughput": [ 638.8609014304166, 638.7538388175204, 638.7902766802551, 638.7938350299619, 638.7718484966668 ] }, "decode_2048_steps": { "time": [ 30.416603754041716, 30.417930137831718, 30.418891972862184, 30.416648362996057, 30.41640533087775 ], "throughput": [ 538.6531689233357, 538.6296807757709, 538.6126494882448, 538.6523789364071, 538.6566828581645 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 176.16359193599783, 73.54475812800229, 74.99322955589741, 74.9920248708222, 74.99208220187575, 74.99245045590214, 74.9911479849834 ], "throughput": [ 436.94611092293127, 436.95313010209605, 436.95279605371974, 436.95065037604803, 436.95823947863323 ] }, "decode_256_steps": { "time": [ 2.7383587518706918, 2.7382919010706246, 2.7381158319767565, 2.738103657029569, 2.73797467793338 ], "throughput": [ 747.8932402852337, 747.9114988432269, 747.9595918049479, 747.9629175988802, 747.9981522494678 ] }, "decode_512_steps": { "time": [ 5.700150187825784, 5.70191267109476, 5.7011940779630095, 5.701053438009694, 5.703996611991897 ], "throughput": [ 718.5775576138535, 718.3554425104116, 718.4459858737993, 718.4637093017607, 718.0929931460167 ] }, "decode_1024_steps": { "time": [ 12.435351070947945, 12.438106237910688, 12.438345051836222, 12.44043832598254, 12.438329983968288 ], "throughput": [ 658.7670869331979, 658.6211633271968, 658.6085179226193, 658.4976980184498, 658.6093157649487 ] }, "decode_2048_steps": { "time": [ 29.017434333916754, 29.01938671595417, 29.01690036500804, 29.018177535850555, 29.0215317949187 ], "throughput": [ 564.6260731207968, 564.5880859016385, 564.636463368008, 564.61161214409, 564.5463552984694 ] } } }