| { | |
| "(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 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { | |
| "compile_1024_steps": { | |
| "time": [ | |
| 70.58839977602474, | |
| 9.73221956496127, | |
| 10.349212771980092, | |
| 10.348690681043081, | |
| 10.351964142988436, | |
| 10.348399903043173, | |
| 10.348502669017762 | |
| ], | |
| "throughput": [ | |
| 98.94472387043989, | |
| 98.94971562690358, | |
| 98.91842609342623, | |
| 98.95249599881335, | |
| 98.95151334943743 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.483960238052532, | |
| 2.4846129530342296, | |
| 2.485179392970167, | |
| 2.4836643759626895, | |
| 2.4891876690089703 | |
| ], | |
| "throughput": [ | |
| 103.06123104478856, | |
| 103.03415656244194, | |
| 103.01067227748138, | |
| 103.07350803015493, | |
| 102.8447967934544 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.020202665007673, | |
| 5.02057808090467, | |
| 5.020714224083349, | |
| 5.020825640996918, | |
| 5.020939927082509 | |
| ], | |
| "throughput": [ | |
| 101.98791446584306, | |
| 101.98028827543729, | |
| 101.97752294763954, | |
| 101.97525996906337, | |
| 101.97293881934675 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { | |
| "compile_1024_steps": { | |
| "time": [ | |
| 63.23941826203372, | |
| 9.915339923929423, | |
| 10.559000195004046, | |
| 10.558141828980297, | |
| 10.557924516033381, | |
| 10.55770272295922, | |
| 10.55774730804842 | |
| ], | |
| "throughput": [ | |
| 96.97887878480219, | |
| 96.98676306746465, | |
| 96.98875933853687, | |
| 96.99079684950466, | |
| 96.99038725992055 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.4938649309333414, | |
| 2.495296900975518, | |
| 2.495302870986052, | |
| 2.4948080830508843, | |
| 2.494915605057031 | |
| ], | |
| "throughput": [ | |
| 102.65191062460256, | |
| 102.59300201908586, | |
| 102.59275656539369, | |
| 102.61310348447296, | |
| 102.60868122396795 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.0725158950081095, | |
| 5.072936205076985, | |
| 5.072622503968887, | |
| 5.0720395729877055, | |
| 5.0732424079906195 | |
| ], | |
| "throughput": [ | |
| 100.93610559286014, | |
| 100.92774269220878, | |
| 100.93398426541782, | |
| 100.94558463754342, | |
| 100.92165105171665 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { | |
| "compile_1024_steps": { | |
| "time": [ | |
| 68.3059459340293, | |
| 9.82268030999694, | |
| 10.450885897036642, | |
| 10.450468818075024, | |
| 10.449251471087337, | |
| 10.44998165895231, | |
| 10.449806570075452 | |
| ], | |
| "throughput": [ | |
| 97.98212420349515, | |
| 97.9860346771142, | |
| 97.99745013634396, | |
| 97.9906026076857, | |
| 97.99224446243566 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.509876343072392, | |
| 2.5113174309954047, | |
| 2.510643323068507, | |
| 2.510291066020727, | |
| 2.5101757489610463 | |
| ], | |
| "throughput": [ | |
| 101.99705682975005, | |
| 101.93852710150222, | |
| 101.96589760393242, | |
| 101.98020598695237, | |
| 101.98489094078674 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.070266151917167, | |
| 5.0710395210189745, | |
| 5.0716865989379585, | |
| 5.070909269968979, | |
| 5.070559074985795 | |
| ], | |
| "throughput": [ | |
| 100.98089225679065, | |
| 100.96549196231047, | |
| 100.95261014495964, | |
| 100.96808535545581, | |
| 100.97505865296212 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { | |
| "compile_1024_steps": { | |
| "time": [ | |
| 60.751565482933074, | |
| 10.054764403030276, | |
| 10.6899940490257, | |
| 10.689463413902558, | |
| 10.689732632017694, | |
| 10.689489979995415, | |
| 10.692216273979284 | |
| ], | |
| "throughput": [ | |
| 95.79051169755597, | |
| 95.79526682959602, | |
| 95.79285425090369, | |
| 95.79502875406963, | |
| 95.77060300323514 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.5341356260469183, | |
| 2.536124113947153, | |
| 2.5333117250120267, | |
| 2.5332105240086094, | |
| 2.53327719704248 | |
| ], | |
| "throughput": [ | |
| 101.02063889900906, | |
| 100.94143208218966, | |
| 101.05349352487787, | |
| 101.05753058174567, | |
| 101.05487086011424 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.14301099407021, | |
| 5.146442227996886, | |
| 5.143036586930975, | |
| 5.142484789947048, | |
| 5.144063440035097 | |
| ], | |
| "throughput": [ | |
| 99.5525773890676, | |
| 99.48620373404681, | |
| 99.55208199394276, | |
| 99.56276409429537, | |
| 99.53220950099843 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { | |
| "compile_1024_steps": { | |
| "time": [ | |
| 128.9542605970055, | |
| 9.681939277914353, | |
| 10.469812031951733, | |
| 10.470972471055575, | |
| 10.470450778026134, | |
| 10.471065119025297, | |
| 10.470567448064685 | |
| ], | |
| "throughput": [ | |
| 97.80500326796323, | |
| 97.79416408844507, | |
| 97.79903670900426, | |
| 97.79329880581618, | |
| 97.79794696697836 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.6406837459653616, | |
| 2.6423016249900684, | |
| 2.641483535990119, | |
| 2.641498945071362, | |
| 2.641086385003291 | |
| ], | |
| "throughput": [ | |
| 96.94458883656037, | |
| 96.88522974774396, | |
| 96.915235893773, | |
| 96.91467054251804, | |
| 96.92980943509767 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.247580759925768, | |
| 5.253462060005404, | |
| 5.248928253073245, | |
| 5.249533066060394, | |
| 5.249192125047557 | |
| ], | |
| "throughput": [ | |
| 97.56876995776673, | |
| 97.45954080412133, | |
| 97.5437223208803, | |
| 97.53248404324074, | |
| 97.53881888927076 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { | |
| "compile_1024_steps": { | |
| "time": [ | |
| 106.5238770940341, | |
| 10.47299388598185, | |
| 11.328768520033918, | |
| 11.3272204749519, | |
| 11.327858787029982, | |
| 11.327497260994278, | |
| 11.327006679028273 | |
| ], | |
| "throughput": [ | |
| 90.3893479851007, | |
| 90.40170112909789, | |
| 90.39660709510659, | |
| 90.39949217433029, | |
| 90.40340745061232 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.853686928981915, | |
| 2.854216567007825, | |
| 2.8541092979721725, | |
| 2.8539866969222203, | |
| 2.8540364879881963 | |
| ], | |
| "throughput": [ | |
| 89.70850915707523, | |
| 89.69186254439472, | |
| 89.69523352938391, | |
| 89.69908664117952, | |
| 89.69752176520133 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.674616169999354, | |
| 5.675887254998088, | |
| 5.675971464021131, | |
| 5.675688614021055, | |
| 5.6758602280169725 | |
| ], | |
| "throughput": [ | |
| 90.22636679937038, | |
| 90.20616108065602, | |
| 90.20482277711709, | |
| 90.20931816716832, | |
| 90.20659061910729 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { | |
| "compile_1024_steps": { | |
| "time": [ | |
| 38.37741412897594, | |
| 10.723050696076825, | |
| 11.598395747016184, | |
| 11.597578671993688, | |
| 11.597027422045358, | |
| 11.59715597401373, | |
| 11.597296954016201 | |
| ], | |
| "throughput": [ | |
| 88.28807210371619, | |
| 88.29429219331769, | |
| 88.29848915019622, | |
| 88.29751038052113, | |
| 88.2964370111592 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.9228373139631003, | |
| 2.9241503860102966, | |
| 2.9230926119489595, | |
| 2.9232961299130693, | |
| 2.9238236099481583 | |
| ], | |
| "throughput": [ | |
| 87.5861269380359, | |
| 87.54679691740675, | |
| 87.57847731321557, | |
| 87.57238015691989, | |
| 87.55658143294735 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.81409017497208, | |
| 5.814468508004211, | |
| 5.814538083970547, | |
| 5.814801490982063, | |
| 5.81435025006067 | |
| ], | |
| "throughput": [ | |
| 88.0619296556505, | |
| 88.05619968449044, | |
| 88.05514601606546, | |
| 88.05115717089221, | |
| 88.05799065762464 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { | |
| "compile_1024_steps": { | |
| "time": [ | |
| 37.87325574201532, | |
| 12.01901127200108, | |
| 13.000767785939388, | |
| 13.002462778938934, | |
| 13.001453145057894, | |
| 13.000442898948677, | |
| 13.001465618959628 | |
| ], | |
| "throughput": [ | |
| 78.76457889721546, | |
| 78.75431119546442, | |
| 78.76042689806889, | |
| 78.7665472599252, | |
| 78.76035133352451 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 3.273437743075192, | |
| 3.2738973030354828, | |
| 3.273919983068481, | |
| 3.2853239600080997, | |
| 3.2739172489382327 | |
| ], | |
| "throughput": [ | |
| 78.20524478938276, | |
| 78.19426704760795, | |
| 78.19372535796188, | |
| 77.92230024078626, | |
| 78.1937906594993 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 6.515282950014807, | |
| 6.516240227967501, | |
| 6.515365926898085, | |
| 6.516122682951391, | |
| 6.5165854670340195 | |
| ], | |
| "throughput": [ | |
| 78.5844611704602, | |
| 78.57291660342906, | |
| 78.58346035274172, | |
| 78.5743339884596, | |
| 78.56875392643832 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=2048, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { | |
| "compile_2048_steps": { | |
| "time": [ | |
| 89.62190728401765, | |
| 22.585180481080897, | |
| 23.446951405960135, | |
| 23.447180824005045, | |
| 23.446546746068634, | |
| 23.44740860001184, | |
| 23.452034528949298 | |
| ], | |
| "throughput": [ | |
| 87.34611014203772, | |
| 87.34525550736032, | |
| 87.34761763343232, | |
| 87.34440700619538, | |
| 87.32717826557604 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.958988404017873, | |
| 2.959610077086836, | |
| 2.959249470033683, | |
| 2.959058716893196, | |
| 2.9591742180055007 | |
| ], | |
| "throughput": [ | |
| 86.51605381500971, | |
| 86.49788091409071, | |
| 86.5084213387005, | |
| 86.51399802866435, | |
| 86.51062125451517 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.88523430202622, | |
| 5.886425276985392, | |
| 5.898275545914657, | |
| 5.885982078965753, | |
| 5.886948995990679 | |
| ], | |
| "throughput": [ | |
| 86.99738595347414, | |
| 86.97978414876098, | |
| 86.80503242250666, | |
| 86.98633348370053, | |
| 86.97204619042884 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.737927459995262, | |
| 11.741250972030684, | |
| 11.737827874952927, | |
| 11.737993963994086, | |
| 11.738441542955115 | |
| ], | |
| "throughput": [ | |
| 87.23856945699794, | |
| 87.21387545835724, | |
| 87.23930959876225, | |
| 87.23807518908994, | |
| 87.23474885936274 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=2048, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { | |
| "compile_2048_steps": { | |
| "time": [ | |
| 76.11905268102419, | |
| 25.316015188000165, | |
| 26.29283833107911, | |
| 26.29082992800977, | |
| 26.29290920391213, | |
| 26.29094237193931, | |
| 26.290742780081928 | |
| ], | |
| "throughput": [ | |
| 77.89193293670345, | |
| 77.89788323943696, | |
| 77.89172297812055, | |
| 77.89755007739316, | |
| 77.89814145348457 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 3.3136583489831537, | |
| 3.313087463960983, | |
| 3.313273879000917, | |
| 3.313105445005931, | |
| 3.313802696065977 | |
| ], | |
| "throughput": [ | |
| 77.25600319615252, | |
| 77.26931533945607, | |
| 77.2649679286984, | |
| 77.26889597971783, | |
| 77.25263797507125 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 6.595145934028551, | |
| 6.60753412800841, | |
| 6.596758835949004, | |
| 6.596885737031698, | |
| 6.596370966988616 | |
| ], | |
| "throughput": [ | |
| 77.6328537869445, | |
| 77.4873031422878, | |
| 77.61387262027203, | |
| 77.61237959994999, | |
| 77.61843634360348 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 13.160571614978835, | |
| 13.162584893056192, | |
| 13.161072771064937, | |
| 13.161698709009215, | |
| 13.161877008038573 | |
| ], | |
| "throughput": [ | |
| 77.80817049272574, | |
| 77.79626937412593, | |
| 77.80520766143765, | |
| 77.80150743756727, | |
| 77.80045348961971 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { | |
| "compile_2048_steps": { | |
| "time": [ | |
| 280.7054669050267, | |
| 24.798974916920997, | |
| 25.406731268041767, | |
| 25.405732395011, | |
| 25.405647600069642, | |
| 25.40615064604208, | |
| 25.406867851037532 | |
| ], | |
| "throughput": [ | |
| 80.6085591410221, | |
| 80.61172841457513, | |
| 80.61199746761763, | |
| 80.61040133677432, | |
| 80.60812580313265 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.522769250907004, | |
| 2.5232695629820228, | |
| 2.5225356390001252, | |
| 2.523170030908659, | |
| 2.5230107420356944 | |
| ], | |
| "throughput": [ | |
| 101.47578892043379, | |
| 101.4556683739556, | |
| 101.48518658847273, | |
| 101.45967051923479, | |
| 101.46607611882226 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.205642633954994, | |
| 5.207276424043812, | |
| 5.206484107999131, | |
| 5.206937980023213, | |
| 5.2068393140798435 | |
| ], | |
| "throughput": [ | |
| 98.35481150019076, | |
| 98.3239525437746, | |
| 98.33891535621402, | |
| 98.33034346948712, | |
| 98.33220676034652 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.136069418978877, | |
| 11.13847408699803, | |
| 11.137731832102872, | |
| 11.137849158025347, | |
| 11.137567696976475 | |
| ], | |
| "throughput": [ | |
| 91.95344977419293, | |
| 91.93359808551494, | |
| 91.93972484132458, | |
| 91.93875634975355, | |
| 91.94107976358124 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { | |
| "compile_2048_steps": { | |
| "time": [ | |
| 222.78347988799214, | |
| 22.30709769995883, | |
| 22.762668128008954, | |
| 22.760602629976347, | |
| 22.762561009032652, | |
| 22.762092556920834, | |
| 22.76296253304463 | |
| ], | |
| "throughput": [ | |
| 89.97187801020486, | |
| 89.98004285276379, | |
| 89.97230141139705, | |
| 89.9741530739582, | |
| 89.97071435789393 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.4904663069173694, | |
| 2.4911814680090174, | |
| 2.4914010879583657, | |
| 2.4911474619293585, | |
| 2.4911812900099903 | |
| ], | |
| "throughput": [ | |
| 102.79199493241478, | |
| 102.76248570707229, | |
| 102.75342707254933, | |
| 102.76388849407238, | |
| 102.762493049622 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.064471471006982, | |
| 5.066864125081338, | |
| 5.066647677915171, | |
| 5.066083414945751, | |
| 5.066146933939308 | |
| ], | |
| "throughput": [ | |
| 101.09643285209339, | |
| 101.04869350365318, | |
| 101.05301030338826, | |
| 101.0642656395113, | |
| 101.06299850286453 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.542202310985886, | |
| 10.54400809307117, | |
| 10.544036899926141, | |
| 10.544712567934766, | |
| 10.544112163013779 | |
| ], | |
| "throughput": [ | |
| 97.133404367786, | |
| 97.11676916038272, | |
| 97.11650383233892, | |
| 97.11028094913311, | |
| 97.11581062196463 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { | |
| "compile_2048_steps": { | |
| "time": [ | |
| 155.16002422198653, | |
| 24.831423947936855, | |
| 25.50948231003713, | |
| 25.507719151093625, | |
| 25.508630279102363, | |
| 25.50810294295661, | |
| 25.508659282000735 | |
| ], | |
| "throughput": [ | |
| 80.28387150742688, | |
| 80.2894209344544, | |
| 80.28655312307377, | |
| 80.28821290943947, | |
| 80.28646183867049 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.535806093015708, | |
| 2.5360942120896652, | |
| 2.5355415559606627, | |
| 2.536202411982231, | |
| 2.5356442159973085 | |
| ], | |
| "throughput": [ | |
| 100.95409136569742, | |
| 100.94262223368418, | |
| 100.96462406549162, | |
| 100.93831580260857, | |
| 100.96053633427874 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.231917513068765, | |
| 5.233560428954661, | |
| 5.233266013907269, | |
| 5.233696894953027, | |
| 5.233066683984362 | |
| ], | |
| "throughput": [ | |
| 97.86087007699935, | |
| 97.8301496563145, | |
| 97.83565342166312, | |
| 97.82759878466275, | |
| 97.83938002681299 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.188615030026995, | |
| 11.189470198005438, | |
| 11.188876038999297, | |
| 11.188352621044032, | |
| 11.189607447013259 | |
| ], | |
| "throughput": [ | |
| 91.5216045285213, | |
| 91.51460988586676, | |
| 91.5194695544758, | |
| 91.52375105464331, | |
| 91.513487389884 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { | |
| "compile_2048_steps": { | |
| "time": [ | |
| 131.53117765497882, | |
| 22.266698388033547, | |
| 22.781732585979626, | |
| 22.78580452397, | |
| 22.780170105979778, | |
| 22.7822984859813, | |
| 22.781188725028187 | |
| ], | |
| "throughput": [ | |
| 89.89658676181564, | |
| 89.88052178915008, | |
| 89.90275272186847, | |
| 89.89435377910627, | |
| 89.89873288525975 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.492036148905754, | |
| 2.4924572029849514, | |
| 2.4928538789972663, | |
| 2.4922392850276083, | |
| 2.492733037099242 | |
| ], | |
| "throughput": [ | |
| 102.72724178275217, | |
| 102.70988793445117, | |
| 102.69354419721314, | |
| 102.71886874504673, | |
| 102.69852254130812 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.070130601990968, | |
| 5.071035281987861, | |
| 5.070768782985397, | |
| 5.070939793949947, | |
| 5.071451551979408 | |
| ], | |
| "throughput": [ | |
| 100.98359198063753, | |
| 100.96557636240593, | |
| 100.97088270283187, | |
| 100.96747758884035, | |
| 100.95728900341449 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.552331379964016, | |
| 10.553128081024624, | |
| 10.553321879939176, | |
| 10.553336440003477, | |
| 10.553075680974871 | |
| ], | |
| "throughput": [ | |
| 97.0401670614984, | |
| 97.03284108161584, | |
| 97.03105919156346, | |
| 97.03092532124965, | |
| 97.03332288671743 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { | |
| "compile_2048_steps": { | |
| "time": [ | |
| 146.74669798091054, | |
| 25.450381987029687, | |
| 26.138322614016943, | |
| 26.13593743101228, | |
| 26.13604272902012, | |
| 26.138450369006023, | |
| 26.136589625966735 | |
| ], | |
| "throughput": [ | |
| 78.35238818659845, | |
| 78.35953867757168, | |
| 78.35922297930766, | |
| 78.35200522937045, | |
| 78.35758334611909 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.60863541404251, | |
| 2.610153859015554, | |
| 2.6096941760042682, | |
| 2.609601399046369, | |
| 2.6096599228912964 | |
| ], | |
| "throughput": [ | |
| 98.13559941030083, | |
| 98.07850947781024, | |
| 98.09578545788244, | |
| 98.09927297462, | |
| 98.09707301492843 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.37714749306906, | |
| 5.378291617031209, | |
| 5.378111363970675, | |
| 5.3784923939965665, | |
| 5.37768595397938 | |
| ], | |
| "throughput": [ | |
| 95.21777125510295, | |
| 95.19751557886359, | |
| 95.20070622375304, | |
| 95.19396189376239, | |
| 95.20823721978971 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.470448791980743, | |
| 11.471510590054095, | |
| 11.472504689008929, | |
| 11.471417902968824, | |
| 11.471778223989531 | |
| ], | |
| "throughput": [ | |
| 89.27288012618148, | |
| 89.26461706689417, | |
| 89.25688223784547, | |
| 89.26533830965978, | |
| 89.26253454400239 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { | |
| "compile_2048_steps": { | |
| "time": [ | |
| 121.5167721780017, | |
| 22.501700871041976, | |
| 23.02814224199392, | |
| 23.02751064498443, | |
| 23.0271194470115, | |
| 23.03353575593792, | |
| 23.026016402989626 | |
| ], | |
| "throughput": [ | |
| 88.9346599685877, | |
| 88.93709926244547, | |
| 88.93861017713151, | |
| 88.91383510115406, | |
| 88.94287071445385 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.529131827992387, | |
| 2.5297017419943586, | |
| 2.529689674032852, | |
| 2.5292054349556565, | |
| 2.5438587439712137 | |
| ], | |
| "throughput": [ | |
| 101.22050466748964, | |
| 101.19770080016448, | |
| 101.19818356687313, | |
| 101.21755886725285, | |
| 100.6345185662152 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.1398289339849725, | |
| 5.142093922942877, | |
| 5.144785355892964, | |
| 5.141143662971444, | |
| 5.141305822995491 | |
| ], | |
| "throughput": [ | |
| 99.61421023462742, | |
| 99.5703321784089, | |
| 99.51824314954999, | |
| 99.58873619650566, | |
| 99.58559510503738 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.682431223918684, | |
| 10.68376904190518, | |
| 10.683668877929449, | |
| 10.683681085938588, | |
| 10.683426726027392 | |
| ], | |
| "throughput": [ | |
| 95.85832836510053, | |
| 95.8463250172802, | |
| 95.84722361766575, | |
| 95.84711409513578, | |
| 95.84939610296482 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { | |
| "compile_2048_steps": { | |
| "time": [ | |
| 145.52084490295965, | |
| 28.099598938948475, | |
| 28.76994409004692, | |
| 28.769247893011197, | |
| 28.770569770014845, | |
| 28.76979830802884, | |
| 28.769738027942367 | |
| ], | |
| "throughput": [ | |
| 71.18540076372669, | |
| 71.18712340399809, | |
| 71.18385267901294, | |
| 71.18576147363747, | |
| 71.18591062632886 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 3.1687725780066103, | |
| 3.169606451992877, | |
| 3.1689541999949142, | |
| 3.169306071009487, | |
| 3.169432643917389 | |
| ], | |
| "throughput": [ | |
| 80.78837900100825, | |
| 80.767124839439, | |
| 80.78374878387666, | |
| 80.77477979855033, | |
| 80.77155401655307 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 6.306011214968748, | |
| 6.307309280964546, | |
| 6.3071365599753335, | |
| 6.306872506975196, | |
| 6.307156228926033 | |
| ], | |
| "throughput": [ | |
| 81.19237066763405, | |
| 81.17566099782289, | |
| 81.17788399400098, | |
| 81.18128270925797, | |
| 81.1776308396886 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 12.598210974014364, | |
| 12.6000230939826, | |
| 12.599784601014107, | |
| 12.599449499044567, | |
| 12.600580347934738 | |
| ], | |
| "throughput": [ | |
| 81.28138210355013, | |
| 81.26969231421745, | |
| 81.27123061433782, | |
| 81.27339214920868, | |
| 81.26609820537638 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { | |
| "compile_2048_steps": { | |
| "time": [ | |
| 120.29940114798956, | |
| 23.793421812006272, | |
| 24.307395681971684, | |
| 24.30380640598014, | |
| 24.30377940402832, | |
| 24.303645945037715, | |
| 24.303750216960907 | |
| ], | |
| "throughput": [ | |
| 84.254192707241, | |
| 84.26663567794358, | |
| 84.26672929974615, | |
| 84.267192034953, | |
| 84.26683049806684 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.855887384037487, | |
| 2.856644322979264, | |
| 2.8564965639961883, | |
| 2.856734655913897, | |
| 2.8567421990446746 | |
| ], | |
| "throughput": [ | |
| 89.63938894470066, | |
| 89.61563675978091, | |
| 89.62027233873529, | |
| 89.61280301971313, | |
| 89.6125664001495 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.679870179039426, | |
| 5.681054195039906, | |
| 5.6808729249751195, | |
| 5.680549237062223, | |
| 5.680261803907342 | |
| ], | |
| "throughput": [ | |
| 90.14290535890187, | |
| 90.12411823971405, | |
| 90.12699399577617, | |
| 90.13212959400174, | |
| 90.13669046870429 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.335774658014998, | |
| 11.337138189002872, | |
| 11.33463794994168, | |
| 11.33538772794418, | |
| 11.334740570979193 | |
| ], | |
| "throughput": [ | |
| 90.33348235058442, | |
| 90.32261783606813, | |
| 90.34254155469243, | |
| 90.3365658569948, | |
| 90.34172362284053 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { | |
| "compile_2048_steps": { | |
| "time": [ | |
| 81.75055087602232, | |
| 22.573314024019055, | |
| 23.445814215927385, | |
| 23.445023156004027, | |
| 23.445760608068667, | |
| 23.445644806022756, | |
| 23.44500433304347 | |
| ], | |
| "throughput": [ | |
| 87.35034668187114, | |
| 87.3532939751236, | |
| 87.35054640518668, | |
| 87.35097784446117, | |
| 87.35336410723293 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.9578258929541335, | |
| 2.9584988319547847, | |
| 2.9586152270203456, | |
| 2.958329962915741, | |
| 2.9583749569719657 | |
| ], | |
| "throughput": [ | |
| 86.55005712466719, | |
| 86.53037048213122, | |
| 86.52696628544714, | |
| 86.53530985694559, | |
| 86.53399373757135 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.884106473997235, | |
| 5.889286427991465, | |
| 5.884924030979164, | |
| 5.885170904919505, | |
| 5.885368999908678 | |
| ], | |
| "throughput": [ | |
| 87.01406105797136, | |
| 86.93752736604749, | |
| 87.00197271957151, | |
| 86.99832311955653, | |
| 86.99539485254783 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.736455325968564, | |
| 11.737595667946152, | |
| 11.737169840955175, | |
| 11.737056300975382, | |
| 11.736413658014499 | |
| ], | |
| "throughput": [ | |
| 87.24951201699336, | |
| 87.2410354700163, | |
| 87.24420059313604, | |
| 87.24504456154843, | |
| 87.24982178015993 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { | |
| "compile_2048_steps": { | |
| "time": [ | |
| 75.13692663703114, | |
| 25.312812744057737, | |
| 26.29057419404853, | |
| 26.29164103604853, | |
| 26.28757371904794, | |
| 26.292195858084597, | |
| 26.291935460059904 | |
| ], | |
| "throughput": [ | |
| 77.89864096857995, | |
| 77.89548005740616, | |
| 77.90753235305326, | |
| 77.8938362947825, | |
| 77.89460776332416 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 3.312967302976176, | |
| 3.318665168946609, | |
| 3.3139475599164143, | |
| 3.313562472932972, | |
| 3.3142063319683075 | |
| ], | |
| "throughput": [ | |
| 77.27211788961048, | |
| 77.1394482322114, | |
| 77.24926100111763, | |
| 77.25823855477327, | |
| 77.24322940628792 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 6.594773831078783, | |
| 6.596290231915191, | |
| 6.596675178036094, | |
| 6.596994317951612, | |
| 6.597475962014869 | |
| ], | |
| "throughput": [ | |
| 77.63723413638984, | |
| 77.61938635185615, | |
| 77.61485690620715, | |
| 77.61110216614188, | |
| 77.60543622255733 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 13.161624997970648, | |
| 13.160471346927807, | |
| 13.160884776967578, | |
| 13.159959729993716, | |
| 13.160871024010703 | |
| ], | |
| "throughput": [ | |
| 77.80194316111327, | |
| 77.80876330383437, | |
| 77.80631905478482, | |
| 77.81178825845001, | |
| 77.80640036148166 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 120.15320024592802, | |
| 52.82096520601772, | |
| 53.803671908099204, | |
| 53.80155476205982, | |
| 53.8050233660033, | |
| 53.8030279870145, | |
| 53.80362065695226 | |
| ], | |
| "throughput": [ | |
| 76.12863313485893, | |
| 76.1316288741984, | |
| 76.1267209594422, | |
| 76.12954425146071, | |
| 76.12870565190734 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 3.3915121339960024, | |
| 3.392413802910596, | |
| 3.3920246799243614, | |
| 3.392223053961061, | |
| 3.391840678988956 | |
| ], | |
| "throughput": [ | |
| 75.48255464985512, | |
| 75.46249215834435, | |
| 75.47114899108237, | |
| 75.46673550876073, | |
| 75.47524315803324 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 6.7513822639593855, | |
| 6.752976136049256, | |
| 6.752633104915731, | |
| 6.7529915609629825, | |
| 6.753022646997124 | |
| ], | |
| "throughput": [ | |
| 75.83632210150323, | |
| 75.81842282350182, | |
| 75.82227436987182, | |
| 75.81824964208727, | |
| 75.81790062967903 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 13.471370580955409, | |
| 13.474263644078746, | |
| 13.484944246010855, | |
| 13.47466870304197, | |
| 13.478942562942393 | |
| ], | |
| "throughput": [ | |
| 76.01305255811442, | |
| 75.99673177316787, | |
| 75.93653939673662, | |
| 75.99444725263093, | |
| 75.97035117690014 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 26.914052171981893, | |
| 26.918002838036045, | |
| 26.917095490032807, | |
| 26.916521542007104, | |
| 26.917687768000178 | |
| ], | |
| "throughput": [ | |
| 76.09407854726581, | |
| 76.08291047157878, | |
| 76.08547514936589, | |
| 76.08709753984375, | |
| 76.08380101780763 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 115.71123281796463, | |
| 65.0383997419849, | |
| 66.26153520995285, | |
| 66.28949624998495, | |
| 66.26397942996118, | |
| 66.29238241107669, | |
| 66.28579736198299 | |
| ], | |
| "throughput": [ | |
| 61.81565197699732, | |
| 61.78957801328789, | |
| 61.81337183845615, | |
| 61.78688789008744, | |
| 61.793026002719344 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 4.168261585989967, | |
| 4.168742818990722, | |
| 4.167901304084808, | |
| 4.1673893050756305, | |
| 4.166109304991551 | |
| ], | |
| "throughput": [ | |
| 61.41649095643303, | |
| 61.40940113498753, | |
| 61.421799923406, | |
| 61.42934611081507, | |
| 61.44821973184383 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 8.306786609929986, | |
| 8.308368923026137, | |
| 8.305345286033116, | |
| 8.308604454039596, | |
| 8.304422435932793 | |
| ], | |
| "throughput": [ | |
| 61.636349173572356, | |
| 61.62461064782803, | |
| 61.64704565155372, | |
| 61.622863723049, | |
| 61.65389633655958 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 16.580716298078187, | |
| 16.58076798694674, | |
| 16.584412345080636, | |
| 16.581145770964213, | |
| 16.57940020598471 | |
| ], | |
| "throughput": [ | |
| 61.75848989821316, | |
| 61.75829737236219, | |
| 61.74472623407394, | |
| 61.756890274323496, | |
| 61.76339235905313 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 33.13817308098078, | |
| 33.14353065402247, | |
| 33.14525290904567, | |
| 33.13207917101681, | |
| 33.13420246203896 | |
| ], | |
| "throughput": [ | |
| 61.80183786822644, | |
| 61.7918477478634, | |
| 61.7886369918475, | |
| 61.81320494342968, | |
| 61.80924385750173 | |
| ] | |
| } | |
| } | |
| } |