{ "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_256_steps": { "time": [ 95.8053530548932, 2.2853265419835225, 3.2669659190578386, 3.266023881966248, 3.2665181120391935, 3.2668077050475404, 3.268629180965945 ], "throughput": [ 313.4406741210547, 313.53108152519695, 313.4836437079316, 313.4558542940311, 313.2811779210108 ] }, "decode_256_steps": { "time": [ 3.2652035469654948, 3.266546842060052, 3.2660744179738685, 3.2665798250818625, 3.2668340080417693 ], "throughput": [ 313.60985165891134, 313.4808865481363, 313.52623025511014, 313.4777212965668, 313.45333049652373 ] } }, "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 78.90135311102495, 2.569424226996489, 3.670696294051595, 3.668450210010633, 3.6684045440051705, 3.668335850001313, 3.6684852479957044 ], "throughput": [ 278.9661464663812, 279.13694922331575, 279.14042404985, 279.14565129025294, 279.1342831648206 ] }, "decode_256_steps": { "time": [ 3.6708598010009155, 3.668251301976852, 3.668118276982568, 3.6684340949868783, 3.668203241075389 ], "throughput": [ 278.9537207933659, 279.15208520423823, 279.16220870673584, 279.1381754409473, 279.15574266266634 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_256_steps": { "time": [ 143.95465924602468, 2.250370017020032, 2.5594286889536306, 2.5587191360536963, 2.5583844779757783, 2.5602540179388598, 2.5606976920971647 ], "throughput": [ 400.08928727709196, 400.2002351767735, 400.25258471322496, 399.9603136349628, 399.89101531206626 ] }, "decode_256_steps": { "time": [ 2.558387466939166, 2.56033970892895, 2.5582443029852584, 2.5585785540752113, 2.5584073319332674 ], "throughput": [ 400.25211709823816, 399.94692752250563, 400.274515926832, 400.22222431631417, 400.24900930306967 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 110.91592144710012, 2.1880725079681724, 2.5384093089960515, 2.540894616045989, 2.5419735059840605, 2.5368699530372396, 2.5381766409846023 ], "throughput": [ 403.4022394934389, 403.0076625505613, 402.836613988856, 403.64702131223845, 403.4392183212169 ] }, "decode_256_steps": { "time": [ 2.537049670005217, 2.5377925720531493, 2.537244033999741, 2.537202487932518, 2.5371061710175127 ], "throughput": [ 403.61842817129167, 403.5002747177062, 403.58750923369183, 403.59411787997396, 403.60943964332495 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_256_steps": { "time": [ 97.76731953094713, 2.26556545693893, 2.5741503299213946, 2.5737806200049818, 2.5735387740423903, 2.5741339289816096, 2.5738460740540177 ], "throughput": [ 397.80116495032723, 397.8583069749037, 397.8956953469756, 397.8036995165669, 397.8481892614178 ] }, "decode_256_steps": { "time": [ 2.5735588939860463, 2.5732309620361775, 2.5735684579703957, 2.5759242760250345, 2.573666434036568 ], "throughput": [ 397.8925846200402, 397.9432919576394, 397.89110595781915, 397.52721364160476, 397.875958771373 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 79.10843517910689, 2.203719110926613, 2.5459799600066617, 2.5431767270201817, 2.5439492610748857, 2.5434623809996992, 2.5434956119861454 ], "throughput": [ 402.20269447734404, 402.6460249971743, 402.5237514239309, 402.6008041831231, 402.595544169383 ] }, "decode_256_steps": { "time": [ 2.5429631479782984, 2.543844864005223, 2.543107708916068, 2.5432838780106977, 2.5431570740183815 ], "throughput": [ 402.6798425349178, 402.54027063102285, 402.65695251911006, 402.6290611337304, 402.6491365639489 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_256_steps": { "time": [ 97.23793039505836, 2.341821267036721, 2.6557186580030248, 2.655698057031259, 2.6574665310326964, 2.6541704820701852, 2.6540865420829505 ], "throughput": [ 385.5830123097451, 385.5860033819903, 385.3294060497807, 385.80792263250027, 385.82012446223996 ] }, "decode_256_steps": { "time": [ 2.653710515005514, 2.6542784210760146, 2.654119582963176, 2.6532707719597965, 2.654330870951526 ], "throughput": [ 385.874794635568, 385.79223335014035, 385.8153214245009, 385.93874806212807, 385.7846100523692 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 78.25888705300167, 2.2237179670482874, 2.5945825160015374, 2.5935550701105967, 2.5941752300132066, 2.593873592908494, 2.59384649398271 ], "throughput": [ 394.6685039634304, 394.8248532684265, 394.730466991155, 394.77636951914656, 394.7804939018206 ] }, "decode_256_steps": { "time": [ 2.5943243749206886, 2.593943889020011, 2.5940383119741455, 2.5943414139328524, 2.593811471015215 ], "throughput": [ 394.70777436275864, 394.76567104420525, 394.7513015799306, 394.7051820167658, 394.78582442971754 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_256_steps": { "time": [ 61.7856511620339, 2.2844156899955124, 3.265746899996884, 3.265604943037033, 3.2734922469826415, 3.26881055906415, 3.2666029509855434 ], "throughput": [ 313.55767343788244, 313.57130389681294, 312.81577066323507, 313.26379473430484, 313.47550203218185 ] }, "decode_256_steps": { "time": [ 3.267405018908903, 3.268156357924454, 3.26575669599697, 3.2681628580903634, 3.267972897971049 ], "throughput": [ 313.3985514724918, 313.3265021170296, 313.55673288679986, 313.3258789307515, 313.3440918790238 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 53.089702961966395, 2.5687962499214336, 3.6676518369931728, 3.6683868750697, 3.6676722599659115, 3.667679704958573, 3.6680623799329624 ], "throughput": [ 279.19771164525235, 279.14176854112304, 279.1961569678304, 279.1955902298634, 279.1664628175475 ] }, "decode_256_steps": { "time": [ 3.6683578999945894, 3.6676486850483343, 3.6674241859000176, 3.6677106840070337, 3.6673135010059923 ], "throughput": [ 279.1439733842519, 279.19795158529615, 279.2150425186503, 279.19323202485083, 279.22346963767984 ] } }, "(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_512_steps": { "time": [ 32.44672012003139, 5.5225611090427265, 6.504336146055721, 6.505848491913639, 6.50475009996444, 6.503087661927566, 6.502947160974145 ], "throughput": [ 314.8668755752919, 314.79368179962006, 314.8468378533398, 314.9273247522173, 314.9341289885567 ] }, "decode_256_steps": { "time": [ 3.2666714129736647, 3.2670287410728633, 3.2667806999525055, 3.2717614219291136, 3.2674252230208367 ], "throughput": [ 313.4689323000652, 313.4346469396922, 313.458445501067, 312.98125625438286, 313.39661357369334 ] } }, "(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 31.080732248956338, 6.202051286003552, 7.305483191972598, 7.305257357889786, 7.30580619093962, 7.306897763977759, 7.306003657053225 ], "throughput": [ 280.33737758104496, 280.34604390605483, 280.3249835096708, 280.28310592990994, 280.31740690724376 ] }, "decode_256_steps": { "time": [ 3.667098872945644, 3.6673175969626755, 3.667048576986417, 3.670137830078602, 3.671160666970536 ], "throughput": [ 279.23981203633565, 279.2231577783422, 279.24364199219957, 279.0085951562395, 278.93085944533476 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_512_steps": { "time": [ 70.91814545006491, 4.674812922021374, 5.297950117965229, 5.294537856942043, 5.293866022024304, 5.2944533890113235, 5.294336699997075 ], "throughput": [ 386.5646060077611, 386.8137418858423, 386.8628317149727, 386.8199131284523, 386.82843877328986 ] }, "decode_256_steps": { "time": [ 2.557617643964477, 2.5582399260019884, 2.5582405240274966, 2.5582170200068504, 2.557471925043501 ], "throughput": [ 400.37258986559544, 400.27520077067396, 400.2751072005901, 400.2787847910018, 400.3954021831862 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 62.89697351306677, 4.605546675971709, 5.203282581991516, 5.203962340019643, 5.201639433042146, 5.204514815006405, 5.201244630967267 ], "throughput": [ 393.5976890988196, 393.5462761231799, 393.722022905044, 393.5044999958329, 393.7519084963971 ] }, "decode_256_steps": { "time": [ 2.535726913018152, 2.5386671060696244, 2.541110460064374, 2.5361877840477973, 2.5366714040283114 ], "throughput": [ 403.82897493531067, 403.36127472237246, 402.97343074730367, 403.75559193242356, 403.6786153594261 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_512_steps": { "time": [ 65.25170174695086, 4.692801391938701, 5.3260359450941905, 5.32542130490765, 5.3248349849600345, 5.327083694981411, 5.325551149086095 ], "throughput": [ 384.52613183852276, 384.57051240484253, 384.61285763494345, 384.45050186266064, 384.5611360528294 ] }, "decode_256_steps": { "time": [ 2.573651327053085, 2.5740324369398877, 2.574569348944351, 2.5742304329760373, 2.5761206580791622 ], "throughput": [ 397.87829424917226, 397.8193845984987, 397.7364215960506, 397.7887864592471, 397.49690946678214 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 56.82279096299317, 4.610056913923472, 5.211881430004723, 5.211342259077355, 5.211221647099592, 5.212341043050401, 5.211089386953972 ], "throughput": [ 392.94831003055725, 392.9889648742029, 392.99806047203055, 392.9136606919826, 393.0080349661999 ] }, "decode_256_steps": { "time": [ 2.5413528970675543, 2.541984818992205, 2.5421090229647234, 2.5421362940687686, 2.544200054020621 ], "throughput": [ 402.93498836056375, 402.83482117960676, 402.8151392208051, 402.81081796800754, 402.4840728942538 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_512_steps": { "time": [ 63.413214856991544, 4.843009234056808, 5.48444908298552, 5.483548566931859, 5.482878662995063, 5.483282961999066, 5.485246596974321 ], "throughput": [ 373.419457271203, 373.48078073937654, 373.5264130177313, 373.49887178781506, 373.3651648641801 ] }, "decode_256_steps": { "time": [ 2.654167448054068, 2.6538593389559537, 2.6540121929720044, 2.6542935320176184, 2.656174544012174 ], "throughput": [ 385.80836365495963, 385.8531554286704, 385.83093277100164, 385.7900370279028, 385.51683371426316 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 55.13573287089821, 4.689758152002469, 5.308826985070482, 5.307639271952212, 5.307712847949006, 5.3089211670449, 5.307951893075369 ], "throughput": [ 385.7726020756372, 385.8589280591259, 385.85357924767607, 385.7657583452075, 385.8362022217596 ] }, "decode_256_steps": { "time": [ 2.59357230598107, 2.5939203170128167, 2.5937879669945687, 2.593674042960629, 2.5956987810786813 ], "throughput": [ 394.82222941636934, 394.76925844015443, 394.78940184401904, 394.80674249688053, 394.4987790819324 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_512_steps": { "time": [ 33.51184971095063, 5.522009925916791, 6.503117688931525, 6.503237089957111, 6.506299860076979, 6.504618742968887, 6.503260133904405 ], "throughput": [ 314.92587063059756, 314.92008851448884, 314.77184329708547, 314.8531960022666, 314.91897261234556 ] }, "decode_256_steps": { "time": [ 3.2670534510398284, 3.2671237920876592, 3.2673107789596543, 3.266308819060214, 3.2668052550870925 ], "throughput": [ 313.4322763143297, 313.4255281296441, 313.4075909136664, 313.50373057946996, 313.4560893721534 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 32.34248119802214, 6.201905089081265, 7.305474427994341, 7.306766926078126, 7.307489632978104, 7.305602213018574, 7.305076883058064 ], "throughput": [ 280.33771388646994, 280.28812479163815, 280.2604044427984, 280.3328103945307, 280.3529699666436 ] }, "decode_256_steps": { "time": [ 3.667129898094572, 3.6673905219649896, 3.6675714509328827, 3.6680666570318863, 3.6678571479860693 ], "throughput": [ 279.2374495738662, 279.21760550641886, 279.20383111814647, 279.1661372993142, 279.1820833486531 ] } }, "(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_1024_steps": { "time": [ 38.78212241292931, 11.99459595803637, 12.981467693927698, 12.975094644003548, 12.978374721948057, 12.975930528948084, 12.97950100095477 ], "throughput": [ 315.5267259892326, 315.6817050188509, 315.60192148506474, 315.66136939945915, 315.5745355463742 ] }, "decode_256_steps": { "time": [ 3.267247288953513, 3.2688170520123094, 3.267612030962482, 3.2679414059966803, 3.267412132001482 ], "throughput": [ 313.4136811321629, 313.2631724891479, 313.3786968272297, 313.34711146318523, 313.3978692099487 ] }, "decode_512_steps": { "time": [ 6.502353237010539, 6.502865391084924, 6.5038158720126376, 6.502998308977112, 6.5049853780074045 ], "throughput": [ 314.9628950243819, 314.93808910879454, 314.8920634135721, 314.93165193858704, 314.8354501954837 ] } }, "(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 38.54740022600163, 13.482357016997412, 14.580656517995521, 14.584187031025067, 14.583577914047055, 14.580568692996167, 14.581369299907237 ], "throughput": [ 280.9201351766771, 280.8521305497896, 280.86386099084024, 280.9218272787624, 280.90640294159874 ] }, "decode_256_steps": { "time": [ 3.6665143569698557, 3.6668132910272107, 3.667457167059183, 3.6671191200148314, 3.6685971330152825 ], "throughput": [ 279.2843284667435, 279.2615600324552, 279.21253155932914, 279.2382702844566, 279.12577011647966 ] }, "decode_512_steps": { "time": [ 7.305312451091595, 7.30411476502195, 7.305520869093016, 7.304869230953045, 7.304912841063924 ], "throughput": [ 280.34392966915163, 280.3898988290124, 280.3359317833638, 280.3609394295486, 280.35926568313704 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_1024_steps": { "time": [ 83.75943243107758, 10.658468813984655, 11.407696889014915, 11.408886502031237, 11.407746345968917, 11.409990603104234, 11.407974247005768 ], "throughput": [ 359.0558234365658, 359.01838442084147, 359.0542667919135, 358.98364358736904, 359.0470938409657 ] }, "decode_256_steps": { "time": [ 2.557816129992716, 2.5586457370081916, 2.5630926149897277, 2.559301021043211, 2.5583101789234206 ], "throughput": [ 400.34152103142617, 400.21171559191964, 399.517361960057, 400.10924529018536, 400.2642089439351 ] }, "decode_512_steps": { "time": [ 5.2942690920317546, 5.295499647036195, 5.295484201982617, 5.295835076016374, 5.295245900982991 ], "throughput": [ 386.83337858334085, 386.74348720733695, 386.7446152012376, 386.71899154770205, 386.7620197996502 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 75.5428215659922, 10.310120487003587, 10.993150691967458, 10.997512580011971, 10.995253646979108, 10.992148264078423, 10.990692973020487 ], "throughput": [ 372.59563839081096, 372.44785765869443, 372.52437565415835, 372.62961721372005, 372.6789575556971 ] }, "decode_256_steps": { "time": [ 2.537016229936853, 2.5369375849841163, 2.537399405031465, 2.536954748095013, 2.536872170981951 ], "throughput": [ 403.62374821129447, 403.6362605296067, 403.5627966056459, 403.63352983292924, 403.64666841043027 ] }, "decode_512_steps": { "time": [ 5.20076529297512, 5.204923584009521, 5.202405377058312, 5.203280968009494, 5.201476895948872 ], "throughput": [ 393.78819935718207, 393.4735960950188, 393.6640556753454, 393.5978111870939, 393.7343260324905 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_1024_steps": { "time": [ 72.30859489401337, 10.686973935109563, 11.467888360959478, 11.46839222998824, 11.466871043900028, 11.469367866986431, 11.468501383904368 ], "throughput": [ 357.1712481910926, 357.15555570985214, 357.2029356847898, 357.1251744213364, 357.152156405421 ] }, "decode_256_steps": { "time": [ 2.573002118966542, 2.5734421469969675, 2.5733658359386027, 2.573870462947525, 2.5738848119508475 ], "throughput": [ 397.9786850744197, 397.9106354479111, 397.92243516223914, 397.8444194224692, 397.84220150235495 ] }, "decode_512_steps": { "time": [ 5.3239043520297855, 5.324845789000392, 5.325234532938339, 5.3294578400673345, 5.325455376994796 ], "throughput": [ 384.68008900632896, 384.6120772606377, 384.5840004477628, 384.2792384251462, 384.5680519354394 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 64.52106664294843, 10.329249516013078, 11.012209801003337, 11.01176707597915, 11.013485401053913, 11.011742879985832, 11.010873581981286 ], "throughput": [ 371.9507777291719, 371.965731906456, 371.90769777640435, 371.96654922306635, 371.99591562860985 ] }, "decode_256_steps": { "time": [ 2.5443039819365367, 2.5426994109293446, 2.542640858911909, 2.54644702502992, 2.544677432975732 ], "throughput": [ 402.467632511665, 402.7216097972559, 402.7308836837491, 402.12892313672546, 402.4085672825495 ] }, "decode_512_steps": { "time": [ 5.212236949941143, 5.211693310993724, 5.211848429986276, 5.212886085035279, 5.216386710992083 ], "throughput": [ 392.92150753490324, 392.9624937215471, 392.95079807326493, 392.87257894992723, 392.6089290282889 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_1024_steps": { "time": [ 70.23743143805768, 11.011405482073314, 11.799294142983854, 11.794923992012627, 11.79832542303484, 11.794419420999475, 11.795382946031168 ], "throughput": [ 347.13940938878795, 347.26802841406686, 347.16791181255627, 347.28288470963156, 347.25451634261645 ] }, "decode_256_steps": { "time": [ 2.6532463850453496, 2.653479433967732, 2.653638874995522, 2.653764638933353, 2.6542688390472904 ], "throughput": [ 385.94229535999074, 385.90839894651793, 385.8852120568696, 385.8669246612555, 385.7936260772851 ] }, "decode_512_steps": { "time": [ 5.481804091949016, 5.484181035077199, 5.485776699963026, 5.49446190695744, 5.482966718962416 ], "throughput": [ 373.5996335600254, 373.43770873004576, 373.32908574528807, 372.7389569134497, 373.52041421611233 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 62.147585649974644, 10.494631698937155, 11.201451491098851, 11.202723139082082, 11.200717173982412, 11.204867196967825, 11.200187069014646 ], "throughput": [ 365.6668962281233, 365.6253885013545, 365.6908692877626, 365.5554258696103, 365.70817744032126 ] }, "decode_256_steps": { "time": [ 2.5961689499672502, 2.604231599951163, 2.593988107983023, 2.5938509760890156, 2.594103142968379 ], "throughput": [ 394.427334944021, 393.20619564680925, 394.75894158829425, 394.7798117315042, 394.7414360819354 ] }, "decode_512_steps": { "time": [ 5.306914110085927, 5.307608288014308, 5.310778324026614, 5.308766575995833, 5.308418413973413 ], "throughput": [ 385.9116536496649, 385.86118056692567, 385.6308576719529, 385.77699182711393, 385.8022936942998 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { "compile_1024_steps": { "time": [ 128.90254795004148, 10.33576839696616, 11.18234677403234, 11.182165059959516, 11.180787036078982, 11.1828683729982, 11.181755061028525 ], "throughput": [ 366.2916275778298, 366.2975799442214, 366.3427258548729, 366.27454275417136, 366.3110108962841 ] }, "decode_256_steps": { "time": [ 2.817971811047755, 2.8182598400162533, 2.8183283529942855, 2.818011100986041, 2.818449493031949 ], "throughput": [ 363.38191744340577, 363.34477944875886, 363.3359466124905, 363.37685101442486, 363.3203300366512 ] }, "decode_512_steps": { "time": [ 5.60298517299816, 5.603114512050524, 5.603091198019683, 5.603501247940585, 5.603287506964989 ], "throughput": [ 365.51943950694306, 365.51100206776084, 365.51252293088334, 365.48577565726197, 365.4997173452725 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 107.9704539750237, 11.222113179042935, 12.141648021060973, 12.141876437002793, 12.141569062019698, 12.142743083066307, 12.143605208955705 ], "throughput": [ 337.3512387194106, 337.3448923856033, 337.35343258169036, 337.3208155669609, 337.2968677357255 ] }, "decode_256_steps": { "time": [ 3.056471347925253, 3.0572822329122573, 3.057383675011806, 3.056924978038296, 3.05708559602499 ], "throughput": [ 335.0268605315394, 334.9380011359221, 334.9268881001812, 334.9771444692522, 334.9595449114894 ] }, "decode_512_steps": { "time": [ 6.088254667003639, 6.081849838024937, 6.082383967004716, 6.0825694859959185, 6.081694927997887 ], "throughput": [ 336.38540304489794, 336.739652333324, 336.7100812954007, 336.69981160349613, 336.7482296048362 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_1024_steps": { "time": [ 39.99940539896488, 11.997107178089209, 12.978662459063344, 12.975688133970834, 12.976219406002201, 12.975168168079108, 12.97445446299389 ], "throughput": [ 315.59492458636635, 315.6672661757737, 315.65434213491943, 315.67991620153214, 315.697281275504 ] }, "decode_256_steps": { "time": [ 3.2667123479768634, 3.267107127001509, 3.2672794320387766, 3.270843300037086, 3.267169176018797 ], "throughput": [ 313.465004237114, 313.42712687227015, 313.4105978076769, 313.069109727265, 313.4211743659364 ] }, "decode_512_steps": { "time": [ 6.50255577696953, 6.502699455944821, 6.503652974031866, 6.502894608071074, 6.5029908689903095 ], "throughput": [ 314.95308463996844, 314.94612566288936, 314.89995056276285, 314.9366741171113, 314.9320122477711 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 39.28533454996068, 13.480458509060554, 14.581514719990082, 14.580991175025702, 14.58187908004038, 14.583834741031751, 14.583588673966005 ], "throughput": [ 280.9036014883086, 280.9136876110056, 280.8965824992054, 280.85891486934275, 280.86365376664816 ] }, "decode_256_steps": { "time": [ 3.6673709199531004, 3.6681048440514132, 3.668260889011435, 3.668820649967529, 3.668399384012446 ], "throughput": [ 279.21909791799715, 279.1632310239514, 279.15135563761913, 279.10876483129886, 279.14081669045606 ] }, "decode_512_steps": { "time": [ 7.305782915907912, 7.307258268003352, 7.306918976944871, 7.307474280940369, 7.305580983986147 ], "throughput": [ 280.3258765793055, 280.2692781460425, 280.28229223041126, 280.26099323286996, 280.3336250038459 ] } }, "(max_new_tokens=2048, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_2048_steps": { "time": [ 90.03395439800806, 24.97902885999065, 25.948643769021146, 25.94376423896756, 25.944074147962965, 25.94359484605957, 25.9455585120013 ], "throughput": [ 315.70050723730077, 315.7598845157407, 315.7561126783631, 315.76194619938104, 315.73804804435923 ] }, "decode_256_steps": { "time": [ 3.2703345690388232, 3.269881322979927, 3.271110396948643, 3.2706897939788178, 3.2705763319972903 ], "throughput": [ 313.11781054284046, 313.1612125503082, 313.04354660582766, 313.083803265334, 313.0946646870214 ] }, "decode_512_steps": { "time": [ 6.507938034948893, 6.510130411013961, 6.50922659097705, 6.50954580004327, 6.509920165990479 ], "throughput": [ 314.69260908783116, 314.5866320181782, 314.63031304500805, 314.61488449568736, 314.5967919390603 ] }, "decode_1024_steps": { "time": [ 12.98611612606328, 12.994115225039423, 12.987456928007305, 12.986757428967394, 12.986908434075303 ], "throughput": [ 315.41378193740945, 315.2196151152395, 315.38121917979356, 315.3982063962892, 315.39453910777064 ] } }, "(max_new_tokens=2048, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 79.27761267707683, 28.46731516800355, 29.57679808791727, 29.575498772086576, 29.576330226031132, 29.5722140109865, 29.563553264946677 ], "throughput": [ 276.9738622703247, 276.98603033304136, 276.9782436628985, 277.01679681327056, 277.0979498500677 ] }, "decode_256_steps": { "time": [ 3.719915388035588, 3.721134898951277, 3.7216666020685807, 3.7208066190360114, 3.720594177953899 ], "throughput": [ 275.2750783777245, 275.1848637061217, 275.1455488868453, 275.20914275982943, 275.22485684346736 ] }, "decode_512_steps": { "time": [ 7.412377084023319, 7.413718453957699, 7.413871256983839, 7.4133543990319595, 7.413185440003872 ], "throughput": [ 276.2946321786935, 276.2446419727076, 276.23894845365595, 276.25820779152673, 276.26450418309383 ] }, "decode_1024_steps": { "time": [ 14.794737466028892, 14.796499343006872, 14.796725896070711, 14.79682694200892, 14.796284829964861 ], "throughput": [ 276.8551999929082, 276.8222337627348, 276.8179953301492, 276.8161049698604, 276.8262470660838 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_2048_steps": { "time": [ 275.8336544899503, 25.82559812499676, 26.505977008957416, 26.506985732004978, 26.504487368045375, 26.505846768966876, 26.504682580009103 ], "throughput": [ 309.0623672250074, 309.05060586005607, 309.0797375646106, 309.06388584390436, 309.0774611343105 ] }, "decode_256_steps": { "time": [ 2.5589394440175965, 2.5585823049768806, 2.558094232925214, 2.558749347925186, 2.558280387078412 ], "throughput": [ 400.16578055176456, 400.2216375874033, 400.2979979471056, 400.1955099003078, 400.26887012545984 ] }, "decode_512_steps": { "time": [ 5.294373068958521, 5.295806795009412, 5.295884732971899, 5.295970559003763, 5.30345170898363 ], "throughput": [ 386.8257815089844, 386.72105672925335, 386.7153654703358, 386.7090983952248, 386.16359917652295 ] }, "decode_1024_steps": { "time": [ 11.412236820091493, 11.414945430937223, 11.415430646040477, 11.41475967306178, 11.414843672071584 ], "throughput": [ 358.9129865224057, 358.82782136643976, 358.81256931999553, 358.8336607441977, 358.83102017608724 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 225.4160921239527, 23.884740228997543, 24.43934207491111, 24.43933956604451, 24.439859905047342, 24.43816378794145, 24.437189641059376 ], "throughput": [ 335.1972395529308, 335.197273963237, 335.19013741597513, 335.2134011002164, 335.2267638106715 ] }, "decode_256_steps": { "time": [ 2.5363296159775928, 2.537714511039667, 2.53689458000008, 2.5373077380936593, 2.5373197499429807 ], "throughput": [ 403.7330138596018, 403.5126865316624, 403.6431028994384, 403.5773763766456, 403.57546581309333 ] }, "decode_512_steps": { "time": [ 5.207942586042918, 5.201495834044181, 5.202001046040095, 5.200741320033558, 5.206025436054915 ], "throughput": [ 393.24550264600833, 393.7328924875199, 393.69465362929776, 393.7900145333099, 393.3903176531458 ] }, "decode_1024_steps": { "time": [ 11.005635655950755, 10.995516563998535, 10.99456443300005, 10.993497507995926, 10.99421815702226 ], "throughput": [ 372.1729601129663, 372.51546811462254, 372.54772801239005, 372.5838839751268, 372.559461846206 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_2048_steps": { "time": [ 158.45249628298916, 25.90087884501554, 26.637167898006737, 26.635342822992243, 26.638731945073232, 26.636384104029275, 26.634989893995225 ], "throughput": [ 307.54020214787954, 307.5612750487475, 307.52214545689327, 307.5492517304854, 307.56535041324946 ] }, "decode_256_steps": { "time": [ 2.5774346169782802, 2.5752999229589477, 2.5759407399455085, 2.575333669083193, 2.5758813819848 ], "throughput": [ 397.2942682055353, 397.62358973064875, 397.5246728780188, 397.61837943296075, 397.5338333362908 ] }, "decode_512_steps": { "time": [ 5.3293679129565135, 5.33032034302596, 5.3300536489114165, 5.330147022032179, 5.329369104001671 ], "throughput": [ 384.2857227066266, 384.2170579258984, 384.23628257818257, 384.22955155544224, 384.28563682373124 ] }, "decode_1024_steps": { "time": [ 11.480724430992268, 11.484221708029509, 11.483060522004962, 11.483008202980272, 11.483225495088845 ], "throughput": [ 356.7719114433954, 356.6632640970497, 356.69933047473234, 356.700955672655, 356.69420597477426 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 133.50270702899434, 23.843053761986084, 24.472640423919074, 24.481730372994207, 24.47031150094699, 24.472110258997418, 24.4713794789277 ], "throughput": [ 334.74115821165344, 334.61687042500046, 334.77301666891213, 334.74841005949327, 334.7584065317662 ] }, "decode_256_steps": { "time": [ 2.5425806529819965, 2.5428243400529027, 2.5431063410360366, 2.5435167640680447, 2.543571051908657 ], "throughput": [ 402.74041997410365, 402.7018240586355, 402.65716909928057, 402.5921961537367, 402.58360356460497 ] }, "decode_512_steps": { "time": [ 5.210324793937616, 5.2114635549951345, 5.212274746969342, 5.212088824016973, 5.211413537035696 ], "throughput": [ 393.0657072248001, 392.97981812364645, 392.9186582481674, 392.93267424049765, 392.98358985438006 ] }, "decode_1024_steps": { "time": [ 11.01961570000276, 11.013100616051815, 11.013037894968875, 11.013545779045671, 11.012811322929338 ], "throughput": [ 371.70080259686137, 371.92069180136224, 371.9228099515748, 371.9056589198579, 371.9304617043498 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_2048_steps": { "time": [ 147.06633523397613, 26.607891745050438, 27.349568020086735, 27.34770490101073, 27.34781240404118, 27.348244045046158, 27.348124845069833 ], "throughput": [ 299.52941099411265, 299.54981705602785, 299.5486395390613, 299.5439117226941, 299.54521731960017 ] }, "decode_256_steps": { "time": [ 2.6555117620155215, 2.6554151689633727, 2.6562610280234367, 2.656109314993955, 2.655738577945158 ], "throughput": [ 385.6130538178406, 385.62708083035903, 385.50428184460986, 385.52630127812733, 385.5801201608881 ] }, "decode_512_steps": { "time": [ 5.498052655020729, 5.486680530011654, 5.487127498025075, 5.486945142969489, 5.486732203047723 ], "throughput": [ 372.4955231430534, 373.26758662138656, 373.2371811548238, 373.24958544995394, 373.26407125581864 ] }, "decode_1024_steps": { "time": [ 11.804294456960633, 11.806581279961392, 11.806104967021383, 11.80643582099583, 11.806376934982836 ], "throughput": [ 346.9923606984163, 346.9251515637213, 346.9391481306979, 346.9294257896129, 346.93115615031434 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 123.3952106529614, 24.21658408897929, 24.84672449703794, 24.845319333020598, 24.847097705001943, 24.847045838017948, 24.84567976195831 ], "throughput": [ 329.7014059529897, 329.72005270676664, 329.6964537774115, 329.6971420025149, 329.71526955535046 ] }, "decode_256_steps": { "time": [ 2.5935565680265427, 2.5934005579911172, 2.593975714989938, 2.594000748009421, 2.5934624699875712 ], "throughput": [ 394.8246252362136, 394.8483765242975, 394.76082759085205, 394.75701801003527, 394.83895057286384 ] }, "decode_512_steps": { "time": [ 5.307122946018353, 5.308089922997169, 5.307791512110271, 5.308074079104699, 5.3081059699179605 ], "throughput": [ 385.8964679792285, 385.82616905698796, 385.84786070200346, 385.8273206965927, 385.8250026669405 ] }, "decode_1024_steps": { "time": [ 11.200741349020973, 11.201927454094402, 11.202864908031188, 11.202018676907755, 11.204197330051102 ], "throughput": [ 365.6900800015367, 365.6513592670051, 365.62076161997015, 365.6483816121144, 365.57728138311165 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { "compile_2048_steps": { "time": [ 145.51736382895615, 29.505636780057102, 30.26871915301308, 30.26700462109875, 30.267513614031486, 30.268202399951406, 30.267219905974343 ], "throughput": [ 270.64243976060453, 270.65777081520184, 270.65321930514745, 270.6470602962914, 270.6558456788761 ] }, "decode_256_steps": { "time": [ 3.300159330945462, 3.299465577933006, 3.3074688049964607, 3.299413127009757, 3.2989015149651095 ], "throughput": [ 310.2880489429686, 310.3532908021724, 309.6023153576186, 310.3582245028062, 310.40635658710477 ] }, "decode_512_steps": { "time": [ 6.566792777040973, 6.567852290929295, 6.5707559320144355, 6.567790934932418, 6.567565175006166 ], "throughput": [ 311.8721832003412, 311.82187255161693, 311.6840773253516, 311.82478557702046, 311.8355045480119 ] }, "decode_1024_steps": { "time": [ 13.127988710068166, 13.125645854976028, 13.124918312998489, 13.12512489897199, 13.125343967112713 ], "throughput": [ 312.005143397075, 312.06083458721207, 312.0781327791927, 312.0732207524223, 312.0680121041453 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 122.42821286898106, 26.057195013971068, 26.69952107395511, 26.696953451028094, 26.69810680206865, 26.69766772398725, 26.69401937199291 ], "throughput": [ 306.8219829602541, 306.8514920635833, 306.83823616157156, 306.8432825178835, 306.8852197131078 ] }, "decode_256_steps": { "time": [ 3.0563648809911683, 3.056390105979517, 3.0567064239876345, 3.0564795449608937, 3.0579348650062457 ], "throughput": [ 335.03853102379594, 335.03576588493985, 335.00109528481903, 335.02596203800266, 334.8665178314413 ] }, "decode_512_steps": { "time": [ 6.079560694983229, 6.089746300014667, 6.080516695976257, 6.080716307973489, 6.081120359012857 ], "throughput": [ 336.86644524989805, 336.30300822138804, 336.81348187979665, 336.8024252857364, 336.78004694721255 ] }, "decode_1024_steps": { "time": [ 12.141051999060437, 12.142670186934993, 12.142363302991726, 12.141847793012857, 12.141074075945653 ], "throughput": [ 337.3677997851404, 337.322840606107, 337.3313660439395, 337.34568822029564, 337.3671863278676 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_2048_steps": { "time": [ 84.6895615120884, 24.973551023984328, 25.941093901987188, 25.93944233597722, 25.939155634026974, 25.93981547805015, 25.938297014916316 ], "throughput": [ 315.7923883607877, 315.81249488305093, 315.8159855154937, 315.8079519467645, 315.8264397731676 ] }, "decode_256_steps": { "time": [ 3.2695249950047582, 3.269799298956059, 3.2699706020066515, 3.270346015924588, 3.2699270870070904 ], "throughput": [ 313.19534230950563, 313.16906830548595, 313.15266240363496, 313.11671456590386, 313.15682972529214 ] }, "decode_512_steps": { "time": [ 6.507567088934593, 6.509035622002557, 6.508482399978675, 6.5080315960804, 6.508295523002744 ], "throughput": [ 314.7105472769386, 314.6395440020524, 314.6662884125968, 314.6880849861656, 314.6753236329857 ] }, "decode_1024_steps": { "time": [ 12.982775007025339, 12.985392517992295, 12.98522150493227, 12.984730496071279, 12.983419845928438 ], "throughput": [ 315.4949537201054, 315.43135829930947, 315.4355124742529, 315.4474404562578, 315.47928424147 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 78.56622390297707, 28.48018423805479, 29.57835745892953, 29.571207650005817, 29.575225760927424, 29.57136454200372, 29.571501582977362 ], "throughput": [ 276.95926020824, 277.02622418933873, 276.9885872121611, 277.02475441618293, 277.0234706213116 ] }, "decode_256_steps": { "time": [ 3.7217380970250815, 3.721934746950865, 3.7225390810053796, 3.723831342998892, 3.7339586570160463 ], "throughput": [ 275.1402633136705, 275.12572616671895, 275.0810609954534, 274.9856010329801, 274.23977983149894 ] }, "decode_512_steps": { "time": [ 7.415184741024859, 7.416006285930052, 7.4151373009663075, 7.414380872040056, 7.414258190896362 ], "throughput": [ 276.1900170429124, 276.15942072292313, 276.1917840325241, 276.2199616320082, 276.2245321473493 ] }, "decode_1024_steps": { "time": [ 14.798127698013559, 14.800148569047451, 14.801955403992906, 14.800745817949064, 14.799859477905557 ], "throughput": [ 276.7917728233843, 276.7539785760152, 276.7201959610743, 276.74281082732506, 276.759384514079 ] } }, "(max_new_tokens=4096, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_4096_steps": { "time": [ 129.6456870539114, 63.01319828501437, 64.1870171049377, 64.18682628299575, 64.18594643496908, 64.18652802391443, 64.18497154198121 ], "throughput": [ 255.25411117351382, 255.25487002214373, 255.25836900449363, 255.25605612903217, 255.26224607397046 ] }, "decode_256_steps": { "time": [ 4.0360940479440615, 4.036776101915166, 4.036889442941174, 4.0367474290542305, 4.036458652000874 ], "throughput": [ 253.71063900793231, 253.66777204070945, 253.6606499815214, 253.66957383308792, 253.6877219075198 ] }, "decode_512_steps": { "time": [ 8.045383315067738, 8.046733580064029, 8.045640395022929, 8.046425506938249, 8.047849748050794 ], "throughput": [ 254.5559260258511, 254.51321081065342, 254.5477922760384, 254.5229553463282, 254.47791200326893 ] }, "decode_1024_steps": { "time": [ 16.06373567401897, 16.066375346970744, 16.06725746905431, 16.06552416307386, 16.066437944071367 ], "throughput": [ 254.98427533420846, 254.94238193384953, 254.92838512664244, 254.95588929582124, 254.94138864249334 ] }, "decode_2048_steps": { "time": [ 32.10221157001797, 32.10579311999027, 32.104691018001176, 32.10543952498119, 32.1071537300013 ], "throughput": [ 255.18491092529467, 255.15644386618047, 255.1652029731956, 255.15925404558993, 255.1456310605726 ] } }, "(max_new_tokens=4096, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 129.2125607531052, 77.9703254980268, 79.39689386996906, 79.38858350506052, 79.41773907502647, 79.3953791699605, 79.41766324196942 ], "throughput": [ 206.35567969236456, 206.3772809217036, 206.30151639700955, 206.3596165329347, 206.30171338687333 ] }, "decode_256_steps": { "time": [ 4.988207753980532, 4.9896222690586, 4.9876847200794145, 4.986846052925102, 4.986728150979616 ], "throughput": [ 205.2841522454352, 205.2259559506094, 205.3056793821755, 205.3402068426313, 205.3450617312758 ] }, "decode_512_steps": { "time": [ 9.946605411008932, 9.945133114000782, 9.951062127016485, 9.952395564992912, 9.953797128982842 ], "throughput": [ 205.89939133739713, 205.92987308705005, 205.80717654649283, 205.77960216972733, 205.75062696794996 ] }, "decode_1024_steps": { "time": [ 19.88260292704217, 19.877493661013432, 19.870943714049645, 19.869456566986628, 19.869682472082786 ], "throughput": [ 206.00924411305638, 206.06219626338796, 206.13011938149396, 206.1455473727228, 206.14320363473064 ] }, "decode_2048_steps": { "time": [ 39.7322115120478, 39.7250310999807, 39.7083571839612, 39.73548533197027, 39.747322669951245 ], "throughput": [ 206.18031788932717, 206.21758556669778, 206.30417828791144, 206.16333062399778, 206.10193214832822 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_4096_steps": { "time": [ 387.88410806900356, 71.03985880396795, 72.35296496597584, 72.35279559099581, 72.36194766499102, 72.36203232198022, 72.36109251203015 ], "throughput": [ 226.4454540004631, 226.44598410014945, 226.41734404181383, 226.4170791541368, 226.42001980934896 ] }, "decode_256_steps": { "time": [ 2.5629957909695804, 2.5633300339104608, 2.563419839949347, 2.5635350400116295, 2.563923573005013 ], "throughput": [ 399.53245479682244, 399.48035814875067, 399.4663628803911, 399.4484116727168, 399.3878798812377 ] }, "decode_512_steps": { "time": [ 5.321924495045096, 5.318312165909447, 5.31749409600161, 5.317980973981321, 5.31833167898003 ], "throughput": [ 384.82319730517827, 385.08457873679293, 385.14382207588255, 385.1085609407059, 385.08316585338906 ] }, "decode_1024_steps": { "time": [ 11.52808840200305, 11.531794997048564, 11.530173675972037, 11.530294844997115, 11.529471435002051 ], "throughput": [ 355.3060886736698, 355.1918847888231, 355.24183027145006, 355.23809712266075, 355.2634674617476 ] }, "decode_2048_steps": { "time": [ 26.968876802013256, 26.974725009989925, 26.973615851951763, 26.973581376951188, 26.97364161896985 ], "throughput": [ 303.7575520901359, 303.69169646645673, 303.7041843022778, 303.70457246734134, 303.7038941838236 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 320.41587021399755, 57.89910455106292, 58.78349239798263, 58.7862450069515, 58.79620945407078, 58.78531301498879, 58.7747163499007 ], "throughput": [ 278.71770341706133, 278.70465273062746, 278.65741945147875, 278.70907135975426, 278.7593206313735 ] }, "decode_256_steps": { "time": [ 2.5354300669860095, 2.5354146939935163, 2.5353146949782968, 2.5357615220127627, 2.535060098976828 ], "throughput": [ 403.87625489401853, 403.8787037189186, 403.89463368324215, 403.8234633307312, 403.93519680787654 ] }, "decode_512_steps": { "time": [ 5.197849291958846, 5.199087575078011, 5.198517150944099, 5.198831446003169, 5.1987737860763445 ], "throughput": [ 394.0091151100298, 393.9152727138416, 393.95849634314743, 393.93467960468126, 393.93904875897306 ] }, "decode_1024_steps": { "time": [ 10.988952980027534, 10.990564759005792, 10.991390367038548, 10.990994403022341, 10.989689128939062 ], "throughput": [ 372.7379676157043, 372.6833051635214, 372.6553114047573, 372.668736768137, 372.7129996074261 ] }, "decode_2048_steps": { "time": [ 24.42699598998297, 24.433374440995976, 24.431641667033546, 24.433760468033142, 24.429927587043494 ], "throughput": [ 335.3666575848859, 335.2791084908397, 335.3028876096258, 335.2738114428866, 335.3264135070404 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_4096_steps": { "time": [ 216.6592227339279, 71.13834241090808, 72.52756329905242, 72.52517587691545, 72.52567935199477, 72.53030999994371, 72.53499670897145 ], "throughput": [ 225.9003233356119, 225.90775964205525, 225.90619138473977, 225.8917685587269, 225.87717299742505 ] }, "decode_256_steps": { "time": [ 2.581192829995416, 2.5813773330301046, 2.5843996930634603, 2.5813096850179136, 2.581152510945685 ], "throughput": [ 396.71580832719826, 396.6874532046795, 396.223541872575, 396.69784913579394, 396.72200525060254 ] }, "decode_512_steps": { "time": [ 5.3529697170015424, 5.354195039952174, 5.35373382200487, 5.354859624058008, 5.353490005014464 ], "throughput": [ 382.59136671282795, 382.5038095770029, 382.53676183569837, 382.45633756650915, 382.55418392145975 ] }, "decode_1024_steps": { "time": [ 11.600125994998962, 11.602424461045302, 11.602299997000955, 11.60250471206382, 11.602635564049706 ], "throughput": [ 353.0996130357433, 353.0296632184216, 353.03345035542634, 353.0272214189358, 353.02324005515516 ] }, "decode_2048_steps": { "time": [ 27.109984584967606, 27.114424885017797, 27.115365494042635, 27.11825996998232, 27.11850098706782 ], "throughput": [ 302.1764905223309, 302.12700563405747, 302.1165251045507, 302.0842786029734, 302.0815938132633 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 179.85155680193566, 57.91449665592518, 58.85493519192096, 58.85170204099268, 58.84894210402854, 58.8615852619987, 58.854566136025824 ], "throughput": [ 278.379373736003, 278.39466713448417, 278.40772347339146, 278.3479229632231, 278.3811193533052 ] }, "decode_256_steps": { "time": [ 2.541923590004444, 2.5420129148988053, 2.542150763911195, 2.5422177109867334, 2.5421219780109823 ], "throughput": [ 402.84452452727334, 402.83036879880063, 402.8085251814638, 402.7979175719556, 402.81308641263644 ] }, "decode_512_steps": { "time": [ 5.207850389997475, 5.209609582088888, 5.209189367014915, 5.209726126980968, 5.209244879893959 ], "throughput": [ 393.2524643821408, 393.1196700499804, 393.1513822415695, 393.1108757125424, 393.1471925815263 ] }, "decode_1024_steps": { "time": [ 11.007545257918537, 11.010069750016555, 11.010166847030632, 11.009643216035329, 11.0095624870155 ], "throughput": [ 372.1083951077508, 372.0230746034866, 372.01979378765395, 372.0374874668288, 372.0402154791124 ] }, "decode_2048_steps": { "time": [ 24.46491621399764, 24.469409896060824, 24.46829183702357, 24.469448570045643, 24.468869420001283 ], "throughput": [ 334.8468446956272, 334.7853517840158, 334.8006495330616, 334.7848226554751, 334.7927466278322 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_4096_steps": { "time": [ 196.47403805493377, 72.75552833895199, 74.16479895799421, 74.1676855670521, 74.16325196006801, 74.16484639502596, 74.16587071097456 ], "throughput": [ 220.91342834057494, 220.90483038179568, 220.91803645317086, 220.91328704078367, 220.910235974289 ] }, "decode_256_steps": { "time": [ 2.6654353230260313, 2.6658313310472295, 2.6667403769679368, 2.6660255190217867, 2.6664425479248166 ], "throughput": [ 384.1773953972619, 384.1203260214283, 383.98938601000225, 384.0923474639973, 384.03227581143176 ] }, "decode_512_steps": { "time": [ 5.52160797896795, 5.521292846999131, 5.521617876947857, 5.52105129789561, 5.521455475012772 ], "throughput": [ 370.90644750603866, 370.9276172723034, 370.90578262399737, 370.94384556445084, 370.91669203313876 ] }, "decode_1024_steps": { "time": [ 11.942579882917926, 11.945586891961284, 11.945509381010197, 11.945701961987652, 11.94578479998745 ], "throughput": [ 342.97446951631576, 342.8881340904548, 342.89035899226036, 342.8848311328926, 342.88245339931984 ] }, "decode_2048_steps": { "time": [ 27.875587546033785, 27.88118080899585, 27.881046499940567, 27.879158735042438, 27.87774523696862 ], "throughput": [ 293.8772137617447, 293.81825885067445, 293.8196742370292, 293.8395694739219, 293.85446815607617 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 161.57578438799828, 58.596586509025656, 59.573218944016844, 59.583947526989505, 59.59185610897839, 59.59268093097489, 59.590822978992946 ], "throughput": [ 275.0229094619958, 274.9733893105791, 274.9368969148707, 274.9330915146658, 274.9416635137883 ] }, "decode_256_steps": { "time": [ 2.591181774972938, 2.592107173986733, 2.5928489869693294, 2.5918018750380725, 2.591824116068892 ], "throughput": [ 395.1864781893561, 395.0453940625686, 394.93237174483886, 395.0919280760833, 395.08853770260293 ] }, "decode_512_steps": { "time": [ 5.303934072027914, 5.3052427710499614, 5.304639662033878, 5.305108176893555, 5.304635311011225 ], "throughput": [ 386.128479763883, 386.0332294641966, 386.0771193673815, 386.0430233864188, 386.07743603953594 ] }, "decode_1024_steps": { "time": [ 11.195613386924379, 11.196785634034313, 11.197585635003634, 11.198229921981692, 11.197982945013791 ], "throughput": [ 365.8575781818096, 365.81927473449093, 365.7931391206253, 365.772093316258, 365.7801605979277 ] }, "decode_2048_steps": { "time": [ 24.83421794709284, 24.838972539058886, 24.839069640962407, 24.838545342092402, 24.83867091801949 ], "throughput": [ 329.86744408269067, 329.8043019741743, 329.8030126897537, 329.80997426276434, 329.8083068549784 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { "compile_4096_steps": { "time": [ 195.82603620598093, 79.31616290297825, 80.74049036903307, 80.73803589201998, 80.73542640998494, 80.74334000295494, 80.74183911108412 ], "throughput": [ 202.9217301643224, 202.92789908726735, 202.9344580011249, 202.91456855017887, 202.918340483414 ] }, "decode_256_steps": { "time": [ 3.358409884967841, 3.3585942399222404, 3.3589230469660833, 3.35801243793685, 3.3579638890223578 ], "throughput": [ 304.90620117079766, 304.88946471357855, 304.8596188962765, 304.9422892040095, 304.94669801173137 ] }, "decode_512_steps": { "time": [ 6.684176636044867, 6.684766156948172, 6.684343553963117, 6.684570658951998, 6.683909590006806 ], "throughput": [ 306.3952542720107, 306.3682336698197, 306.3876031305647, 306.37719376296997, 306.4074958557174 ] }, "decode_1024_steps": { "time": [ 13.354804001981393, 13.358625252032652, 13.35886522103101, 13.359404421993531, 13.359019143041223 ], "throughput": [ 306.7061111037118, 306.6183774693995, 306.61286959850617, 306.6004943496412, 306.6093368189854 ] }, "decode_2048_steps": { "time": [ 31.083082575933076, 31.088174571981654, 31.08579140191432, 31.08911838196218, 31.08767329098191 ], "throughput": [ 263.5517239960904, 263.5085563172009, 263.52875801307476, 263.50055666914557, 263.51280532713207 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 159.22322150401305, 62.397364621050656, 63.365778821054846, 63.365224897977896, 63.36755216901656, 63.36454533995129, 63.363586638937704 ], "throughput": [ 258.5622761186044, 258.56453640588035, 258.55504022468654, 258.5673094014912, 258.57122156547604 ] }, "decode_256_steps": { "time": [ 3.053666630992666, 3.053311954950914, 3.0535915130749345, 3.053442796925083, 3.05327216302976 ], "throughput": [ 335.3345743792356, 335.3735272085758, 335.342823562161, 335.3591562387223, 335.3778979807308 ] }, "decode_512_steps": { "time": [ 6.076571754994802, 6.076469585997984, 6.076325692934915, 6.076355025987141, 6.076600866974331 ], "throughput": [ 337.03214288823153, 337.0378097043732, 337.0457910742436, 337.044164016287, 337.0305282235433 ] }, "decode_1024_steps": { "time": [ 12.132403993047774, 12.13516988302581, 12.135768146021292, 12.135248267906718, 12.13464980199933 ], "throughput": [ 337.60827634384157, 337.5313274954083, 337.5146880457561, 337.529147288434, 337.5457938081686 ] }, "decode_2048_steps": { "time": [ 26.696886396966875, 26.70179612096399, 26.702113967039622, 26.700929816928692, 26.700585776008666 ], "throughput": [ 306.85226277663304, 306.79584110704576, 306.7921891919114, 306.8057950104112, 306.809748247575 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": { "compile_4096_steps": { "time": [ 154.59783408395015, 62.924775175051764, 64.09666018106509, 64.09733176301233, 64.09466945298482, 64.0948284730548, 64.09232788498048 ], "throughput": [ 255.61394234453462, 255.61126414086496, 255.62188150479673, 255.621247303716, 255.6312204699848 ] }, "decode_256_steps": { "time": [ 4.030845451052301, 4.030722832074389, 4.031200643046759, 4.031809229985811, 4.031149316928349 ], "throughput": [ 254.04099770996493, 254.04872591375977, 254.018613974537, 253.98027078865627, 254.0218482356457 ] }, "decode_512_steps": { "time": [ 8.034274565987289, 8.034959816024639, 8.035197103978135, 8.035174728021957, 8.03712665103376 ], "throughput": [ 254.90789282583253, 254.88615337136366, 254.878626310991, 254.879336084352, 254.81743525051706 ] }, "decode_1024_steps": { "time": [ 16.04175951902289, 16.043531071045436, 16.043416321044788, 16.042928499984555, 16.04337750398554 ], "throughput": [ 255.33358701349545, 255.30539267582162, 255.3072187391356, 255.3149819251481, 255.3078364566601 ] }, "decode_2048_steps": { "time": [ 32.056709570926614, 32.06058343301993, 32.06000044604298, 32.05967674299609, 32.05951677809935 ], "throughput": [ 255.54712600414922, 255.51624839000502, 255.5208947606581, 255.52347472716372, 255.52474969292606 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 150.4175283299992, 77.00819485296961, 78.45923774503171, 78.44680602301378, 78.46285713498946, 78.45383213297464, 78.49275644298177 ], "throughput": [ 208.8218095266607, 208.85490220205344, 208.81217684709793, 208.83619773002397, 208.73263651916167 ] }, "decode_256_steps": { "time": [ 4.928639471996576, 4.928078538971022, 4.927509942092001, 4.928296657977626, 4.930147373001091 ], "throughput": [ 207.76524755323217, 207.78889620006143, 207.812873446026, 207.77969977566414, 207.7017019019998 ] }, "decode_512_steps": { "time": [ 9.826828980003484, 9.830025949049741, 9.829182217014022, 9.829445380019024, 9.833649983047508 ], "throughput": [ 208.4090406139615, 208.34126080796136, 208.35914471653328, 208.35356633275643, 208.26447997748568 ] }, "decode_1024_steps": { "time": [ 19.644233138067648, 19.644113795016892, 19.64054535701871, 19.635263398988172, 19.63021624099929 ], "throughput": [ 208.50903016735998, 208.51029691342092, 208.54818058991734, 208.60428081708704, 208.65791541537754 ] }, "decode_2048_steps": { "time": [ 39.22870260104537, 39.242487043957226, 39.24629839905538, 39.23507982096635, 39.264545824960805 ], "throughput": [ 208.82668701313867, 208.75333387569913, 208.7330610572225, 208.79274458930445, 208.6360564698618 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_4096_steps": { "time": [ 122.9724854080705, 63.00971416500397, 64.18974826904014, 64.18779861205257, 64.18248238589149, 64.18460931198206, 64.18496647698339 ], "throughput": [ 255.2432505472575, 255.2510033725252, 255.27214577791884, 255.2636866629866, 255.26226621735904 ] }, "decode_256_steps": { "time": [ 4.037618460948579, 4.037870867992751, 4.037453384022228, 4.037774070049636, 4.03795628901571 ], "throughput": [ 253.6148499180941, 253.59899647039387, 253.62521931581077, 253.6050760233378, 253.59363170560957 ] }, "decode_512_steps": { "time": [ 8.046441370039247, 8.047319515957497, 8.046817302005365, 8.04685987601988, 8.046601910027675 ], "throughput": [ 254.5224535688142, 254.49467936980778, 254.5105627649348, 254.5092162103085, 254.5173755206881 ] }, "decode_1024_steps": { "time": [ 16.063929507974535, 16.066816615057178, 16.067076927050948, 16.067850811057724, 16.06654145300854 ], "throughput": [ 254.98119858946365, 254.93538005290935, 254.93124969756434, 254.91897131514168, 254.93974617872743 ] }, "decode_2048_steps": { "time": [ 32.10195866995491, 32.1051977990428, 32.10726077691652, 32.10571220202837, 32.10663248808123 ], "throughput": [ 255.1869212786419, 255.16117518653758, 255.14478039464612, 255.15708695234758, 255.14977327631826 ] } } }