{ "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_256_steps": { "time": [ 28.46793555491604, 2.046271288068965, 2.92398768896237, 2.9239750729175285, 2.923966547008604, 2.9233065580483526, 2.923905084026046 ], "throughput": [ 87.55166821199792, 87.55204597027033, 87.55230126073215, 87.57206776524656, 87.55414168489457 ] }, "decode_256_steps": { "time": [ 2.923116547986865, 2.923381404951215, 2.9234596610767767, 2.9231232579331845, 2.923231226974167 ], "throughput": [ 87.57776017391637, 87.56982567051394, 87.56748157274363, 87.57755914165818, 87.57432447962226 ] } }, "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 26.776753408950754, 2.288479048991576, 3.2720538249704987, 3.2734143850393593, 3.272128211101517, 3.2720855380175635, 3.2721059609903023 ], "throughput": [ 78.23832176792145, 78.20580283694265, 78.2365431560584, 78.23756348224961, 78.23707515954699 ] }, "decode_256_steps": { "time": [ 3.272048377082683, 3.272279590019025, 3.2725540139945224, 3.2718116529285908, 3.2719840799691156 ], "throughput": [ 78.23845203298808, 78.23292385554122, 78.22636353907663, 78.24411279018919, 78.23998948137192 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_256_steps": { "time": [ 63.78192087600473, 1.957973335054703, 2.4806162149179727, 2.4811129599111155, 2.4813056340208277, 2.480286636040546, 2.480559766991064 ], "throughput": [ 103.2001639191354, 103.17950215743949, 103.17149023885672, 103.21387708989579, 103.20251235491486 ] }, "decode_256_steps": { "time": [ 2.4799297569552436, 2.4884759209817275, 2.4813270189333707, 2.4806014120113105, 2.4797641170443967 ], "throughput": [ 103.22873028238764, 102.87421222022738, 103.17060107218144, 103.20077976269117, 103.23562561471515 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 55.65755232493393, 1.9605597540503368, 2.492380141047761, 2.490545677021146, 2.4909915910102427, 2.490855979034677, 2.4905345290899277 ], "throughput": [ 102.71306362294368, 102.78871909958006, 102.77031882559548, 102.77591404510346, 102.78917919421322 ] }, "decode_256_steps": { "time": [ 2.4895939599955454, 2.4914121739566326, 2.4907823029207066, 2.4910834309412166, 2.4906155969947577 ], "throughput": [ 102.82801296660362, 102.75296985221208, 102.7789541060304, 102.76652994447257, 102.78583347381922 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_256_steps": { "time": [ 60.91987943602726, 1.9642559249186888, 2.4855051590129733, 2.484293841989711, 2.484429471078329, 2.4846499550621957, 2.4845430529676378 ], "throughput": [ 102.99717104657347, 103.04739144503353, 103.04176591854994, 103.03262215203743, 103.03705532259679 ] }, "decode_256_steps": { "time": [ 2.484911852981895, 2.4846175389830023, 2.485333974007517, 2.4848710549995303, 2.4846429709577933 ], "throughput": [ 103.02176300249842, 103.03396638855946, 103.00426529284861, 103.0234544705775, 103.03291176732557 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 52.54372373200022, 1.954825118998997, 2.49528127303347, 2.494535046047531, 2.494500096072443, 2.4943260380532593, 2.4945406490005553 ], "throughput": [ 102.59364455886981, 102.62433490586533, 102.6257727562603, 102.63293414512873, 102.62410440277536 ] }, "decode_256_steps": { "time": [ 2.4945164289092645, 2.4991714050993323, 2.494412357104011, 2.4948647640412673, 2.495110359042883 ], "throughput": [ 102.62510081440388, 102.43395049961569, 102.62938253609903, 102.61077221088426, 102.60067217956679 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_256_steps": { "time": [ 60.343225831049494, 1.9980016900226474, 2.5116794740315527, 2.5108701389981434, 2.5107889600330964, 2.512819174095057, 2.5106489000609145 ], "throughput": [ 101.923833294337, 101.95668665769628, 101.9599831268278, 101.87760529652653, 101.96567110350986 ] }, "decode_256_steps": { "time": [ 2.5108048600377515, 2.5109391059959307, 2.511257805977948, 2.510869003017433, 2.510620804037899 ], "throughput": [ 101.95933745171693, 101.95388625263415, 101.94094743701834, 101.95673278548279, 101.96681218775386 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 53.36949425400235, 1.9970732289366424, 2.5343871320364997, 2.5336982250446454, 2.533340811030939, 2.532950852997601, 2.5332669200142846 ], "throughput": [ 101.0106138734582, 101.0380784378886, 101.05233330047731, 101.06789071609454, 101.0552808223448 ] }, "decode_256_steps": { "time": [ 2.532745622098446, 2.541364204022102, 2.533577991067432, 2.5350712339859456, 2.534071282017976 ], "throughput": [ 101.07608034789428, 100.73329890884604, 101.04287332088151, 100.9833556422341, 101.02320397085973 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_256_steps": { "time": [ 30.029244026984088, 2.047490189084783, 2.9249130110256374, 2.9236370710423216, 2.9237215139437467, 2.9248309110989794, 2.925501642981544 ], "throughput": [ 87.52397046852076, 87.56216786809728, 87.55963889826393, 87.52642726406712, 87.50636001663493 ] }, "decode_256_steps": { "time": [ 2.9232695610262454, 2.9237042049644515, 2.9236611539963633, 2.923813842004165, 2.9229199920082465 ], "throughput": [ 87.5731760810072, 87.56015727080457, 87.5614465958453, 87.55687394397229, 87.58364946695323 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 52.51324963395018, 2.289473696029745, 3.273060421925038, 3.272851131972857, 3.2726171649992466, 3.2730130431009457, 3.273139671073295 ], "throughput": [ 78.21426035558322, 78.2192619453744, 78.22485402140184, 78.21539255384644, 78.2123666345271 ] }, "decode_256_steps": { "time": [ 3.272261598962359, 3.272651035920717, 3.2728101740358397, 3.273063072003424, 3.273323616012931 ], "throughput": [ 78.23335398403908, 78.22404441846572, 78.22024082879076, 78.2141970283829, 78.20797147818234 ] } }, "(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_512_steps": { "time": [ 31.536844762042165, 4.939118743990548, 5.81507465406321, 5.814764142967761, 5.81533044599928, 5.815134925069287, 5.815009945072234 ], "throughput": [ 88.04702096855222, 88.05172272020711, 88.04314815028887, 88.04610840459553, 88.04800074914402 ] }, "decode_256_steps": { "time": [ 2.9229239880805835, 2.9236051629995927, 2.92430949897971, 2.923694842029363, 2.9238701859721914 ], "throughput": [ 87.58352972706254, 87.56312351608597, 87.54203345757973, 87.56043767628913, 87.555186693379 ] } }, "(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 30.117321240948513, 5.533023579977453, 6.515673306072131, 6.5153580229962245, 6.514883971074596, 6.514568525017239, 6.514818151947111 ], "throughput": [ 78.57975315043089, 78.58355568379741, 78.589273772676, 78.59307919378207, 78.5900677591402 ] }, "decode_256_steps": { "time": [ 3.2724599050125107, 3.2727541259955615, 3.27289915306028, 3.2732598709408194, 3.27249452797696 ], "throughput": [ 78.22861316280094, 78.22158040122419, 78.21811428581009, 78.20949453867193, 78.22778550473481 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_512_steps": { "time": [ 69.6133232510183, 4.454912335961126, 5.022494266973808, 5.013287173002027, 5.013414750923403, 5.01250229193829, 5.012542003998533 ], "throughput": [ 101.94138067349037, 102.1285999248687, 102.12600102668478, 102.1445916989325, 102.1437824544063 ] }, "decode_256_steps": { "time": [ 2.4811278260312974, 2.4789412980899215, 2.4786448549712077, 2.479027622961439, 2.479171935003251 ], "throughput": [ 103.17888393903763, 103.26989194833037, 103.28224291050108, 103.26629587700323, 103.26028476910147 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 61.45846552308649, 4.505857830983587, 5.065406325971708, 5.066364711965434, 5.065917209954932, 5.066760689951479, 5.065970024093986 ], "throughput": [ 101.07777482229561, 101.05865430311192, 101.06758140339899, 101.05075635709628, 101.06652774590148 ] }, "decode_256_steps": { "time": [ 2.490615764982067, 2.489772030035965, 2.4896367210894823, 2.490301126963459, 2.491404801956378 ], "throughput": [ 102.7858265411097, 102.82065864331445, 102.82624683008878, 102.79881305444889, 102.75327389550496 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_512_steps": { "time": [ 64.03995966701768, 4.460418811999261, 5.022879811003804, 5.021487392950803, 5.021618590923026, 5.021755172056146, 5.021633570082486 ], "throughput": [ 101.93355590120693, 101.96182125613797, 101.95915733733355, 101.95638426362446, 101.95885320075034 ] }, "decode_256_steps": { "time": [ 2.483614151016809, 2.484528391971253, 2.4848226450849324, 2.4845104769337922, 2.484660603920929 ], "throughput": [ 103.07559243660768, 103.03766333573138, 103.02546159838695, 103.03840630848825, 103.03218057066552 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 56.0987241769908, 4.494493236998096, 5.072632580064237, 5.073256589006633, 5.0724064480746165, 5.072081706952304, 5.072520875022747 ], "throughput": [ 100.933783773773, 100.9213689505604, 100.93828348364018, 100.94474607895245, 100.93600649749993 ] }, "decode_256_steps": { "time": [ 2.494328064029105, 2.4995374330319464, 2.494618318043649, 2.5024309110594913, 2.494301244034432 ], "throughput": [ 102.63285078326123, 102.41895024931522, 102.62090923823669, 102.30052660739132, 102.63395434383472 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_512_steps": { "time": [ 61.99715360801201, 4.506237653084099, 5.071064884075895, 5.0710187839576975, 5.07165186398197, 5.070661521982402, 5.071072843042202 ], "throughput": [ 100.96498698089569, 100.9659048433671, 100.95330155370858, 100.9730185657967, 100.96482851799158 ] }, "decode_256_steps": { "time": [ 2.509052602923475, 2.5106470809550956, 2.5100755990715697, 2.5097913830541074, 2.510213971021585 ], "throughput": [ 102.0305432025284, 101.96574498340601, 101.98896005151782, 102.00050957561241, 101.98333805616393 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 54.72885550290812, 4.5579359830589965, 5.1439176860731095, 5.1430301669752225, 5.143597669084556, 5.143506549997255, 5.143105934956111 ], "throughput": [ 99.53502976655584, 99.55220626308775, 99.54122249439551, 99.54298590331788, 99.5507396649354 ] }, "decode_256_steps": { "time": [ 2.5320881080115214, 2.534065300016664, 2.5331273389747366, 2.533543900004588, 2.532560372026637 ], "throughput": [ 101.10232704384043, 101.02344244969399, 101.06084919663533, 101.04423294166578, 101.08347379499604 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_512_steps": { "time": [ 32.55465873598587, 4.939307319931686, 5.815270285005681, 5.815610975958407, 5.815492603927851, 5.815481783007272, 5.814918574993499 ], "throughput": [ 88.04405898727711, 88.03890117763989, 88.04069317433046, 88.04085699246009, 88.0493842513646 ] }, "decode_256_steps": { "time": [ 2.9328549479832873, 2.924060468096286, 2.924286191002466, 2.9239037199877203, 2.923866256023757 ], "throughput": [ 87.28696254686334, 87.54948907286763, 87.54273120998509, 87.5541825300168, 87.55530437570053 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 31.331370161031373, 5.531929616932757, 6.515643852995709, 6.514400936081074, 6.515172629035078, 6.5154916499741375, 6.514866087003611 ], "throughput": [ 78.58010835945198, 78.59510107279463, 78.58579183585334, 78.58194400449156, 78.58948950944358 ] }, "decode_256_steps": { "time": [ 3.2728525350103155, 3.2725489659933373, 3.273232899955474, 3.2729804990813136, 3.2729790619341657 ], "throughput": [ 78.2192284135995, 78.22648420549903, 78.21013897406517, 78.21617026800378, 78.21620461229499 ] } }, "(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_1024_steps": { "time": [ 37.333944401936606, 10.723911170032807, 11.598086094018072, 11.598489927011542, 11.598570744041353, 11.599165281979367, 11.599323748028837 ], "throughput": [ 88.29042927420129, 88.28735520261327, 88.2867400301084, 88.28221472030417, 88.28100863845759 ] }, "decode_256_steps": { "time": [ 2.9236999419517815, 2.9242862890241668, 2.924194111954421, 2.9247419741004705, 2.924249436939135 ], "throughput": [ 87.56028494124519, 87.54272827556399, 87.54548781609415, 87.52908881089758, 87.5438315097907 ] }, "decode_512_steps": { "time": [ 5.815516115981154, 5.815984191023745, 5.815462771919556, 5.8158077920088544, 5.815409041941166 ], "throughput": [ 88.04033722699414, 88.03325167049266, 88.04114480316758, 88.03592180324596, 88.04195823671519 ] } }, "(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 36.59008387697395, 12.020826254971325, 13.001848701038398, 13.001893881941214, 13.002043694024906, 13.001511457026936, 13.001618181006052 ], "throughput": [ 78.75803076513402, 78.75775708508662, 78.75684962284657, 78.76007365640231, 78.7594271531487 ] }, "decode_256_steps": { "time": [ 3.2726608010707423, 3.2733050539391115, 3.273119551013224, 3.2724714260548353, 3.2726151740644127 ], "throughput": [ 78.22381100914659, 78.20841497553927, 78.21284741058507, 78.22833775163735, 78.22490161043338 ] }, "decode_512_steps": { "time": [ 6.515307513996959, 6.515086753061041, 6.51515184098389, 6.515386170940474, 6.515286954934709 ], "throughput": [ 78.58416489168941, 78.58682768260032, 78.58604258142354, 78.58321618503459, 78.58441286491745 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_1024_steps": { "time": [ 81.95868583698757, 9.72411455702968, 10.335353677975945, 10.334737053955905, 10.33292147796601, 10.333424373995513, 10.333749345038086 ], "throughput": [ 99.07740285483274, 99.08331432661228, 99.10072404823595, 99.09590112034284, 99.09278479758073 ] }, "decode_256_steps": { "time": [ 2.4791396820219234, 2.4800450700568035, 2.479946762090549, 2.4812390689039603, 2.4796026829862967 ], "throughput": [ 103.26162815933506, 103.22393052080159, 103.22802243714166, 103.17425805852842, 103.24234675036233 ] }, "decode_512_steps": { "time": [ 5.014559893053956, 5.012630744022317, 5.013235050952062, 5.012942659086548, 5.013275717035867 ], "throughput": [ 102.10267918211719, 102.14197417405468, 102.12966174461862, 102.13561870131106, 102.128833301577 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 74.22200911503751, 9.913354987977073, 10.54793270106893, 10.546584181021899, 10.55254921701271, 10.547525207977742, 10.546971259987913 ], "throughput": [ 97.08063456796872, 97.09304760897292, 97.038163854201, 97.08438518122581, 97.089484246985 ] }, "decode_256_steps": { "time": [ 2.4900246439501643, 2.4907139190472662, 2.4905011750524864, 2.4897053180029616, 2.490845322026871 ], "throughput": [ 102.81022744975034, 102.78177595680023, 102.79055579831433, 102.82341373851517, 102.7763537688023 ] }, "decode_512_steps": { "time": [ 5.065085873939097, 5.0689174650469795, 5.065807139035314, 5.065771794994362, 5.066162534058094 ], "throughput": [ 101.08416969480118, 101.00776024279865, 101.06977742099762, 101.07048258785014, 101.0626873018774 ] } } }