| { | |
| "(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 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 380.76737819903065, | |
| 63.44520113989711, | |
| 64.52200372691732, | |
| 64.52451630600262, | |
| 64.52371458604466, | |
| 64.5272732960293, | |
| 64.5230569789419 | |
| ], | |
| "throughput": [ | |
| 63.482219450838734, | |
| 63.47974745870284, | |
| 63.480536207162075, | |
| 63.47703522522852, | |
| 63.481183189085314 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.5136759630404413, | |
| 2.5138792280340567, | |
| 2.513913285918534, | |
| 2.514213606948033, | |
| 2.5136037489864975 | |
| ], | |
| "throughput": [ | |
| 101.84288021370611, | |
| 101.83464549337207, | |
| 101.83326586241526, | |
| 101.82110195114036, | |
| 101.84580608746346 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.168065600912087, | |
| 5.169496686081402, | |
| 5.1704839379526675, | |
| 5.169550579041243, | |
| 5.169576771906577 | |
| ], | |
| "throughput": [ | |
| 99.06994986860066, | |
| 99.04252407754377, | |
| 99.02361290435306, | |
| 99.0414915516615, | |
| 99.0409897348658 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.987600099062547, | |
| 10.989427509950474, | |
| 10.988861727062613, | |
| 10.988974741077982, | |
| 10.988428549026139 | |
| ], | |
| "throughput": [ | |
| 93.1959655218401, | |
| 93.18046814293194, | |
| 93.18526572030325, | |
| 93.18430737420633, | |
| 93.18893920375476 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 24.86175647797063, | |
| 24.866339921951294, | |
| 24.865835300064646, | |
| 24.864567819982767, | |
| 24.864442010060884 | |
| ], | |
| "throughput": [ | |
| 82.37551525430959, | |
| 82.36033153363613, | |
| 82.36200293640148, | |
| 82.36620136844266, | |
| 82.36661812765873 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 310.6519843620481, | |
| 51.57831887505017, | |
| 52.26081187999807, | |
| 52.26410272298381, | |
| 52.274093957967125, | |
| 52.26134373608511, | |
| 52.24896763206925 | |
| ], | |
| "throughput": [ | |
| 78.37612644451997, | |
| 78.37119144109465, | |
| 78.35621222423362, | |
| 78.37532882209108, | |
| 78.39389342280452 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.489124272018671, | |
| 2.4891658290289342, | |
| 2.489106714958325, | |
| 2.489163039950654, | |
| 2.489012676058337 | |
| ], | |
| "throughput": [ | |
| 102.84741620890824, | |
| 102.84569915531499, | |
| 102.8481416491965, | |
| 102.84581439272658, | |
| 102.85202741731634 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.06300097797066, | |
| 5.064445269992575, | |
| 5.064827801077627, | |
| 5.064237468061037, | |
| 5.0647720659617335 | |
| ], | |
| "throughput": [ | |
| 101.12579520085707, | |
| 101.09695587662074, | |
| 101.08932033011338, | |
| 101.10110420948156, | |
| 101.09043276417968 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.540060573955998, | |
| 10.540809837984852, | |
| 10.54139714105986, | |
| 10.540517592919059, | |
| 10.540666499990039 | |
| ], | |
| "throughput": [ | |
| 97.15314184533784, | |
| 97.14623598558002, | |
| 97.14082358318626, | |
| 97.14892944990726, | |
| 97.14755703550318 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 22.755172717035748, | |
| 22.759294617921114, | |
| 22.75910375500098, | |
| 22.75842798606027, | |
| 22.76021059998311 | |
| ], | |
| "throughput": [ | |
| 90.00151418172963, | |
| 89.98521414575673, | |
| 89.98596878183228, | |
| 89.98864074682211, | |
| 89.98159270114661 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 209.2675308350008, | |
| 63.4723255810095, | |
| 64.62115585408174, | |
| 64.61580586701166, | |
| 64.61465001199394, | |
| 64.61721373198088, | |
| 64.61382012802642 | |
| ], | |
| "throughput": [ | |
| 63.3848148623185, | |
| 63.390062927175116, | |
| 63.391196876245395, | |
| 63.38868179908497, | |
| 63.39201105714146 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.5245529239764437, | |
| 2.527893569902517, | |
| 2.5252121340017766, | |
| 2.5250727880047634, | |
| 2.524269812973216 | |
| ], | |
| "throughput": [ | |
| 101.40409320347, | |
| 101.27008630742003, | |
| 101.37762152849686, | |
| 101.38321604672771, | |
| 101.41546624069869 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.191017614910379, | |
| 5.191974477027543, | |
| 5.192057665088214, | |
| 5.192495336057618, | |
| 5.191791669931263 | |
| ], | |
| "throughput": [ | |
| 98.63191342856568, | |
| 98.61373592366446, | |
| 98.61215591705124, | |
| 98.60384398317707, | |
| 98.61720819140238 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.03164891002234, | |
| 11.03407257294748, | |
| 11.03357980994042, | |
| 11.034130809013732, | |
| 11.034290152951144 | |
| ], | |
| "throughput": [ | |
| 92.82383878893098, | |
| 92.803449789751, | |
| 92.80759441985035, | |
| 92.80295999060469, | |
| 92.80161984195504 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 24.948271231958643, | |
| 24.952236570068635, | |
| 24.95209401997272, | |
| 24.95266759500373, | |
| 24.95210379001219 | |
| ], | |
| "throughput": [ | |
| 82.08985628537337, | |
| 82.07681080006556, | |
| 82.07727970088176, | |
| 82.07539302972444, | |
| 82.0772475633807 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 173.01806169992778, | |
| 51.56512461300008, | |
| 52.30660970299505, | |
| 52.29868595302105, | |
| 52.30400133295916, | |
| 52.30281185393687, | |
| 52.29755004495382 | |
| ], | |
| "throughput": [ | |
| 78.30750307193902, | |
| 78.31936740589164, | |
| 78.31140822143796, | |
| 78.31318919217325, | |
| 78.32106851045926 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.50404954503756, | |
| 2.4927143580280244, | |
| 2.49192682094872, | |
| 2.49254450306762, | |
| 2.4918511339928955 | |
| ], | |
| "throughput": [ | |
| 102.23439887894074, | |
| 102.69929210923328, | |
| 102.73174872066923, | |
| 102.70629057372341, | |
| 102.73486907293311 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.069374840008095, | |
| 5.070038458099589, | |
| 5.070831030025147, | |
| 5.070436792098917, | |
| 5.069957267958671 | |
| ], | |
| "throughput": [ | |
| 100.99864700460431, | |
| 100.9854272766037, | |
| 100.96964323369713, | |
| 100.97749385177852, | |
| 100.98704445415332 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.550087189069018, | |
| 10.55142191296909, | |
| 10.551375142065808, | |
| 10.551815023063682, | |
| 10.551056434982456 | |
| ], | |
| "throughput": [ | |
| 97.06080922828485, | |
| 97.0485313208231, | |
| 97.04896150621704, | |
| 97.04491575731635, | |
| 97.05189298437324 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 22.779079717001878, | |
| 22.779196283896454, | |
| 22.779792064102367, | |
| 22.779383786953986, | |
| 22.77830514695961 | |
| ], | |
| "throughput": [ | |
| 89.90705618679631, | |
| 89.90659610970626, | |
| 89.90424470236275, | |
| 89.90585606503163, | |
| 89.9101134516745 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 189.9787239880534, | |
| 64.80368331901263, | |
| 65.95307657599915, | |
| 65.94688482803758, | |
| 65.94817848899402, | |
| 65.95582970895339, | |
| 65.94580054294784 | |
| ], | |
| "throughput": [ | |
| 62.10476012108535, | |
| 62.11059113225268, | |
| 62.1093727506602, | |
| 62.102167739752886, | |
| 62.111612358582875 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.5914305390324444, | |
| 2.592126070987433, | |
| 2.6070365749765188, | |
| 2.5911756260320544, | |
| 2.5922738099470735 | |
| ], | |
| "throughput": [ | |
| 98.78713557785811, | |
| 98.76062853010868, | |
| 98.19578384791389, | |
| 98.79685399481028, | |
| 98.75499996091337 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.3235320770181715, | |
| 5.3242266869638115, | |
| 5.332249211031012, | |
| 5.32474082603585, | |
| 5.324385557090864 | |
| ], | |
| "throughput": [ | |
| 96.17674742870763, | |
| 96.16420000553595, | |
| 96.0195181689572, | |
| 96.15491471369369, | |
| 96.16133063807393 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.291889224899933, | |
| 11.294231739011593, | |
| 11.293698264984414, | |
| 11.293101561022922, | |
| 11.293358232011087 | |
| ], | |
| "throughput": [ | |
| 90.68455947495133, | |
| 90.66575077107588, | |
| 90.67003349778383, | |
| 90.67482431347644, | |
| 90.67276349186075 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 25.53896874305792, | |
| 25.54110005905386, | |
| 25.540225913980976, | |
| 25.542060866951942, | |
| 25.54228093207348 | |
| ], | |
| "throughput": [ | |
| 80.19117845377737, | |
| 80.18448677875254, | |
| 80.18723118963894, | |
| 80.18147050341744, | |
| 80.18077968237846 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 153.7124459670158, | |
| 52.03954814991448, | |
| 52.78347617108375, | |
| 52.78656443604268, | |
| 52.780677609029226, | |
| 52.79418626707047, | |
| 52.791727809933946 | |
| ], | |
| "throughput": [ | |
| 77.60004261037855, | |
| 77.59550263898686, | |
| 77.60415715654425, | |
| 77.58430027275209, | |
| 77.58791329480309 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.5284163820324466, | |
| 2.52880249498412, | |
| 2.5295734140090644, | |
| 2.5284890519687906, | |
| 2.528982609976083 | |
| ], | |
| "throughput": [ | |
| 101.24914623208402, | |
| 101.23368689637724, | |
| 101.20283466858204, | |
| 101.24623628513137, | |
| 101.22647699915225 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.139282027026638, | |
| 5.140593998017721, | |
| 5.140731996041723, | |
| 5.141253227018751, | |
| 5.140752213075757 | |
| ], | |
| "throughput": [ | |
| 99.62481087970582, | |
| 99.59938485658151, | |
| 99.59671120654245, | |
| 99.58661388419735, | |
| 99.5963195225988 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.680126184946857, | |
| 10.685479036998004, | |
| 10.681494174990803, | |
| 10.681419761036523, | |
| 10.681811546091922 | |
| ], | |
| "throughput": [ | |
| 95.87901699544342, | |
| 95.83098674888087, | |
| 95.86673767023626, | |
| 95.86740554240995, | |
| 95.86388933950474 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 23.025871369056404, | |
| 23.027997755096294, | |
| 23.02894634299446, | |
| 23.028451520949602, | |
| 23.02701805101242 | |
| ], | |
| "throughput": [ | |
| 88.94343094230213, | |
| 88.93521798032832, | |
| 88.93155463984195, | |
| 88.9334655496432, | |
| 88.93900180488009 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 187.99040954606608, | |
| 70.0236640300136, | |
| 71.19598547101486, | |
| 71.19359109003562, | |
| 71.19017226807773, | |
| 71.19261388294399, | |
| 71.19015333405696 | |
| ], | |
| "throughput": [ | |
| 57.53133372481449, | |
| 57.53326861711409, | |
| 57.536031582784645, | |
| 57.53405833271844, | |
| 57.53604688530004 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 3.095976579003036, | |
| 3.0965790329501033, | |
| 3.096554661053233, | |
| 3.0960345760686323, | |
| 3.09636591700837 | |
| ], | |
| "throughput": [ | |
| 82.68796402924886, | |
| 82.6718766987547, | |
| 82.67252738013241, | |
| 82.68641506099415, | |
| 82.67756681915058 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 6.161064225947484, | |
| 6.162025997065939, | |
| 6.161805207026191, | |
| 6.162415031925775, | |
| 6.161914204014465 | |
| ], | |
| "throughput": [ | |
| 83.10252599602818, | |
| 83.0895553254384, | |
| 83.09253259356137, | |
| 83.08430986025267, | |
| 83.09106278474859 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 12.307847292977385, | |
| 12.309910302981734, | |
| 12.309679487952963, | |
| 12.30893677007407, | |
| 12.309740912052803 | |
| ], | |
| "throughput": [ | |
| 83.19895231266594, | |
| 83.1850090533937, | |
| 83.18656883001314, | |
| 83.19158828482942, | |
| 83.18615373922076 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 27.97498756297864, | |
| 27.977413651999086, | |
| 27.978624193929136, | |
| 27.978033530060202, | |
| 27.978273389977403 | |
| ], | |
| "throughput": [ | |
| 73.2082541731053, | |
| 73.20190584713548, | |
| 73.19873864435334, | |
| 73.20028399421227, | |
| 73.19965644247549 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 151.6456599610392, | |
| 54.597614814992994, | |
| 55.359435188933276, | |
| 55.35578765103128, | |
| 55.36101332702674, | |
| 55.35880567703862, | |
| 55.34656946104951 | |
| ], | |
| "throughput": [ | |
| 73.9891941820031, | |
| 73.9940695238882, | |
| 73.98708502324993, | |
| 73.9900355491035, | |
| 74.00639352873687 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.8541597889270633, | |
| 2.8544343480607495, | |
| 2.854010462993756, | |
| 2.854282923042774, | |
| 2.8546329640084878 | |
| ], | |
| "throughput": [ | |
| 89.69364679341783, | |
| 89.6850194413901, | |
| 89.69833969405461, | |
| 89.68977739848377, | |
| 89.67877945349714 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.67955153004732, | |
| 5.678282979060896, | |
| 5.678246951079927, | |
| 5.678426212980412, | |
| 5.678626268985681 | |
| ], | |
| "throughput": [ | |
| 90.14796279095195, | |
| 90.16810220414152, | |
| 90.16867431287474, | |
| 90.16582778334082, | |
| 90.16265127295543 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.331086952006444, | |
| 11.333033743081614, | |
| 11.332709101960063, | |
| 11.331518626073375, | |
| 11.332026052987203 | |
| ], | |
| "throughput": [ | |
| 90.37085359394192, | |
| 90.35532966846702, | |
| 90.3579180218164, | |
| 90.36741091735195, | |
| 90.36336443385305 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 24.302130122901872, | |
| 24.306233093957417, | |
| 24.306675316998735, | |
| 24.305662262951955, | |
| 24.304355000029318 | |
| ], | |
| "throughput": [ | |
| 84.27244812050459, | |
| 84.25822265767448, | |
| 84.25668970728148, | |
| 84.26020150546054, | |
| 84.26473362479808 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 145.87661427992862, | |
| 53.18383607605938, | |
| 54.169226645026356, | |
| 54.16920458700042, | |
| 54.16774515295401, | |
| 54.164876776048914, | |
| 54.165127206011675 | |
| ], | |
| "throughput": [ | |
| 75.6148878927383, | |
| 75.61491868357547, | |
| 75.61695596584431, | |
| 75.62096036764555, | |
| 75.6206107376296 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 3.412324128090404, | |
| 3.4127114380244166, | |
| 3.413061724975705, | |
| 3.4123781729722396, | |
| 3.4126516520045698 | |
| ], | |
| "throughput": [ | |
| 75.02218147818861, | |
| 75.01366718195071, | |
| 75.00596843200141, | |
| 75.02099328487371, | |
| 75.01498134145254 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 6.7956494189566, | |
| 6.796677703969181, | |
| 6.796249401988462, | |
| 6.796521513955668, | |
| 6.7960496209561825 | |
| ], | |
| "throughput": [ | |
| 75.34232101081697, | |
| 75.33092229766875, | |
| 75.3356696783667, | |
| 75.33265346820171, | |
| 75.33788429401774 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 13.562558501958847, | |
| 13.564151667058468, | |
| 13.562766025075689, | |
| 13.572532142978162, | |
| 13.56329406995792 | |
| ], | |
| "throughput": [ | |
| 75.50197846904057, | |
| 75.4931104528165, | |
| 75.50082321753283, | |
| 75.44649658684162, | |
| 75.49788382662244 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 27.094086882076226, | |
| 27.097745819948614, | |
| 27.09755261905957, | |
| 27.09691727894824, | |
| 27.09632165194489 | |
| ], | |
| "throughput": [ | |
| 75.5884488343776, | |
| 75.5782423234747, | |
| 75.57878118334203, | |
| 75.58055327537585, | |
| 75.58221467499449 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 137.97545858705416, | |
| 64.39767375099473, | |
| 65.59556081600022, | |
| 65.58029589301441, | |
| 65.60072299593594, | |
| 65.58240834309254, | |
| 65.58795464399736 | |
| ], | |
| "throughput": [ | |
| 62.4432499554283, | |
| 62.45778467791733, | |
| 62.43833623988798, | |
| 62.45577287390683, | |
| 62.45049143905371 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 4.123647724976763, | |
| 4.12268294102978, | |
| 4.122971124947071, | |
| 4.126019080053084, | |
| 4.122931660967879 | |
| ], | |
| "throughput": [ | |
| 62.080957703884025, | |
| 62.095485794514026, | |
| 62.09114549723809, | |
| 62.04527779273052, | |
| 62.09173982279947 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 8.218676741002128, | |
| 8.218468513106927, | |
| 8.216569726006128, | |
| 8.219858153956011, | |
| 8.219159877975471 | |
| ], | |
| "throughput": [ | |
| 62.29713324113175, | |
| 62.298711637509506, | |
| 62.31310839844483, | |
| 62.28817948075993, | |
| 62.29347130379887 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 16.40647230495233, | |
| 16.406159576959908, | |
| 16.40567601204384, | |
| 16.41120345389936, | |
| 16.406343452981673 | |
| ], | |
| "throughput": [ | |
| 62.41439237921386, | |
| 62.41558209869303, | |
| 62.41742182694907, | |
| 62.3963990743588, | |
| 62.4148825687237 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 32.78938689711504, | |
| 32.803392451955006, | |
| 32.79560825100634, | |
| 32.80116258608177, | |
| 32.79918164596893 | |
| ], | |
| "throughput": [ | |
| 62.45923433780924, | |
| 62.432567088894004, | |
| 62.447385769622265, | |
| 62.43681133634604, | |
| 62.440582271408665 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 112.70016089000273, | |
| 52.813705040025525, | |
| 53.797703359043226, | |
| 53.79570015100762, | |
| 53.793931610067375, | |
| 53.79288440104574, | |
| 53.79292914108373 | |
| ], | |
| "throughput": [ | |
| 76.13707917350109, | |
| 76.1399143147555, | |
| 76.14241750706033, | |
| 76.14389980397432, | |
| 76.14383647444339 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 3.391033982974477, | |
| 3.3921766199637204, | |
| 3.391991190961562, | |
| 3.392052116105333, | |
| 3.3921175790019333 | |
| ], | |
| "throughput": [ | |
| 75.49319802907054, | |
| 75.46776853934509, | |
| 75.47189411403781, | |
| 75.47053855231817, | |
| 75.46908208156015 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 6.750685542006977, | |
| 6.751422326080501, | |
| 6.751807449036278, | |
| 6.751408045995049, | |
| 6.752059906022623 | |
| ], | |
| "throughput": [ | |
| 75.84414898516849, | |
| 75.83587209796704, | |
| 75.83154642140758, | |
| 75.83603250046775, | |
| 75.82871110834077 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 13.471810136921704, | |
| 13.472284390009008, | |
| 13.473255146062002, | |
| 13.471898150979541, | |
| 13.471709139994346 | |
| ], | |
| "throughput": [ | |
| 76.0105724169583, | |
| 76.00789668301496, | |
| 76.00242026881658, | |
| 76.01007582777376, | |
| 76.01114226553364 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 26.910144491004758, | |
| 26.91389544995036, | |
| 26.9127483520424, | |
| 26.91323242604267, | |
| 26.912990604061633 | |
| ], | |
| "throughput": [ | |
| 76.1051283349513, | |
| 76.09452164992257, | |
| 76.09776501494237, | |
| 76.09639628490879, | |
| 76.09708003579958 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { | |
| "compile_4096_steps": { | |
| "time": [ | |
| 115.40571598301176, | |
| 65.04415339592379, | |
| 66.27410104393493, | |
| 66.27026143099647, | |
| 66.24742399796378, | |
| 66.25946060603019, | |
| 66.24972487706691 | |
| ], | |
| "throughput": [ | |
| 61.80393148274691, | |
| 61.8075123223248, | |
| 61.828819187383004, | |
| 61.817587443916324, | |
| 61.82667184808003 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 4.165158400079235, | |
| 4.165708351996727, | |
| 4.165133027010597, | |
| 4.165422825026326, | |
| 4.164963094051927 | |
| ], | |
| "throughput": [ | |
| 61.46224834933769, | |
| 61.454134175594135, | |
| 61.46262276375277, | |
| 61.45834666817577, | |
| 61.465130475129314 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 8.304634290980175, | |
| 8.303954142029397, | |
| 8.305684444028884, | |
| 8.3058714910876, | |
| 8.30529094603844 | |
| ], | |
| "throughput": [ | |
| 61.65232351725508, | |
| 61.65737325168714, | |
| 61.64452832879855, | |
| 61.64314010268378, | |
| 61.64744899686146 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 16.581478737993166, | |
| 16.582931965007447, | |
| 16.578712555929087, | |
| 16.575201662955806, | |
| 16.577905089012347 | |
| ], | |
| "throughput": [ | |
| 61.755650155236594, | |
| 61.750238266718966, | |
| 61.76595417439603, | |
| 61.77903719196097, | |
| 61.76896263441006 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 33.126226912019774, | |
| 33.13236908998806, | |
| 33.13079368497711, | |
| 33.135374460951425, | |
| 33.129303578985855 | |
| ], | |
| "throughput": [ | |
| 61.82412519962809, | |
| 61.81266405784622, | |
| 61.81560331676114, | |
| 61.807057663207566, | |
| 61.81838368914765 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 259.42201730504166, | |
| 139.96410458197352, | |
| 141.1923816939816, | |
| 141.18972615001258, | |
| 141.1916261180304, | |
| 141.1896325639682, | |
| 141.19690672389697 | |
| ], | |
| "throughput": [ | |
| 58.02012758560322, | |
| 58.0212188477233, | |
| 58.02043807578096, | |
| 58.021257306470325, | |
| 58.01826817650488 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 4.436762906960212, | |
| 4.437676761997864, | |
| 4.439553602016531, | |
| 4.436948128975928, | |
| 4.436666088993661 | |
| ], | |
| "throughput": [ | |
| 57.69972508524125, | |
| 57.68784292543821, | |
| 57.66345514641829, | |
| 57.69731638920156, | |
| 57.70098422215649 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 8.84835906198714, | |
| 8.848255691002123, | |
| 8.847917210077867, | |
| 8.848105418030173, | |
| 8.849344017915428 | |
| ], | |
| "throughput": [ | |
| 57.863836267627285, | |
| 57.864512269989866, | |
| 57.86672590209443, | |
| 57.86549501960896, | |
| 57.85739586611844 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 17.66911363694817, | |
| 17.670585672021843, | |
| 17.670256951008923, | |
| 17.67113747901749, | |
| 17.67157462995965 | |
| ], | |
| "throughput": [ | |
| 57.9542370398647, | |
| 57.94940920499979, | |
| 57.95048724186959, | |
| 57.94759965032733, | |
| 57.946166170384906 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 35.31347040308174, | |
| 35.31685812398791, | |
| 35.317235826049, | |
| 35.31612138892524, | |
| 35.32919189799577 | |
| ], | |
| "throughput": [ | |
| 57.994866452470646, | |
| 57.9893033748933, | |
| 57.9886832051973, | |
| 57.990513098707126, | |
| 57.9690587294804 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 70.60229292395525, | |
| 70.60841729899403, | |
| 70.60699007799849, | |
| 70.60906877496745, | |
| 70.6092947809957 | |
| ], | |
| "throughput": [ | |
| 58.01511297107227, | |
| 58.01008090374455, | |
| 58.01125349593872, | |
| 58.00954567258259, | |
| 58.009359995795165 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 240.24540791008621, | |
| 188.65002866496798, | |
| 190.22767629800364, | |
| 190.2770572269801, | |
| 190.2874349040212, | |
| 190.2635874680709, | |
| 190.2585533770034 | |
| ], | |
| "throughput": [ | |
| 43.0641858189274, | |
| 43.053009750029, | |
| 43.050661774551486, | |
| 43.05605769876877, | |
| 43.05719692805238 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 5.962825968977995, | |
| 5.963425602996722, | |
| 5.962328588007949, | |
| 5.962446333956905, | |
| 5.96240128390491 | |
| ], | |
| "throughput": [ | |
| 42.932663359933244, | |
| 42.92834639730488, | |
| 42.936244828051514, | |
| 42.93539692626612, | |
| 42.93572133278823 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 11.904471537913196, | |
| 11.905529028037563, | |
| 11.906068717013113, | |
| 11.90654621401336, | |
| 11.907181962043978 | |
| ], | |
| "throughput": [ | |
| 43.00904902577065, | |
| 43.005228813792165, | |
| 43.00327943415784, | |
| 43.00155484194096, | |
| 42.999258903750764 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 23.79443773510866, | |
| 23.79210584401153, | |
| 23.792539377929643, | |
| 23.794578694039956, | |
| 23.791819847072475 | |
| ], | |
| "throughput": [ | |
| 43.03526779660313, | |
| 43.03948573168191, | |
| 43.03870149101779, | |
| 43.03501285595322, | |
| 43.04000310114994 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 47.56481572100893, | |
| 47.569493897026405, | |
| 47.56521619402338, | |
| 47.56394434499089, | |
| 47.564221031963825 | |
| ], | |
| "throughput": [ | |
| 43.05703636092125, | |
| 43.05280195818988, | |
| 43.0566738443067, | |
| 43.05782516995316, | |
| 43.057574697243865 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 95.11232416902203, | |
| 95.10859466600232, | |
| 95.11304144910537, | |
| 95.10977606696542, | |
| 95.17262539092917 | |
| ], | |
| "throughput": [ | |
| 43.06487130648903, | |
| 43.06656001367838, | |
| 43.06454653951692, | |
| 43.06602506472169, | |
| 43.037585473505146 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 634.1480241110548, | |
| 165.408971493016, | |
| 167.0145814300049, | |
| 167.0107197749894, | |
| 167.016900461982, | |
| 167.01682005997282, | |
| 167.01559280103538 | |
| ], | |
| "throughput": [ | |
| 49.04960950031319, | |
| 49.05074363512077, | |
| 49.04892844580565, | |
| 49.0489520579927, | |
| 49.049312478021605 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.4957421500002965, | |
| 2.496307397959754, | |
| 2.4962517310632393, | |
| 2.4951404329622164, | |
| 2.495436168042943 | |
| ], | |
| "throughput": [ | |
| 102.57469907296696, | |
| 102.55147271094508, | |
| 102.5537596286256, | |
| 102.5994355340065, | |
| 102.58727643623486 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.101751264999621, | |
| 5.103189600980841, | |
| 5.104804755072109, | |
| 5.102877384051681, | |
| 5.101791081018746 | |
| ], | |
| "throughput": [ | |
| 100.35769550596427, | |
| 100.32940965030828, | |
| 100.29766554563703, | |
| 100.33554825365457, | |
| 100.35691228221792 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.74419042293448, | |
| 10.745494343922473, | |
| 10.745266629965045, | |
| 10.74539175501559, | |
| 10.745197720010765 | |
| ], | |
| "throughput": [ | |
| 95.30732048588567, | |
| 95.29575533946118, | |
| 95.29777484947633, | |
| 95.29666515155495, | |
| 95.29838600298685 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 23.764483236009255, | |
| 23.76872208097484, | |
| 23.76837319403421, | |
| 23.768051896011457, | |
| 23.768610925064422 | |
| ], | |
| "throughput": [ | |
| 86.17902521426419, | |
| 86.16365629683042, | |
| 86.16492106048057, | |
| 86.16608584331125, | |
| 86.16405924842446 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 57.994102647993714, | |
| 57.999534981907345, | |
| 58.001077768043615, | |
| 58.00342871795874, | |
| 58.00265803502407 | |
| ], | |
| "throughput": [ | |
| 70.62787098994279, | |
| 70.62125586485695, | |
| 70.61937739123772, | |
| 70.61651510149117, | |
| 70.61745338509641 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 517.0692745399429, | |
| 131.6456572979223, | |
| 132.70090403000358, | |
| 132.68906919192523, | |
| 132.6947354230797, | |
| 132.67145371402148, | |
| 132.64042287901975 | |
| ], | |
| "throughput": [ | |
| 61.732812296047314, | |
| 61.738318385147906, | |
| 61.735682081741125, | |
| 61.746515702301544, | |
| 61.760961117199216 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.4901022789999843, | |
| 2.4884301599813625, | |
| 2.488560449099168, | |
| 2.4885661429725587, | |
| 2.491222313954495 | |
| ], | |
| "throughput": [ | |
| 102.80702208859013, | |
| 102.87610402612921, | |
| 102.87071792556586, | |
| 102.87048255595548, | |
| 102.76080081894936 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.0609852148918435, | |
| 5.0621907480526716, | |
| 5.062037165975198, | |
| 5.061844759969972, | |
| 5.062127175973728 | |
| ], | |
| "throughput": [ | |
| 101.16607305894723, | |
| 101.14198090954132, | |
| 101.14504955464182, | |
| 101.14889418359746, | |
| 101.14325108821747 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.536122446064837, | |
| 10.5387542929966, | |
| 10.539930786006153, | |
| 10.537152254022658, | |
| 10.53745108190924 | |
| ], | |
| "throughput": [ | |
| 97.18945515695448, | |
| 97.16518399906967, | |
| 97.1543381821409, | |
| 97.17995672019244, | |
| 97.17720082781779 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 22.74903627403546, | |
| 22.754133212030865, | |
| 22.763756646076217, | |
| 22.75441204593517, | |
| 22.75392670999281 | |
| ], | |
| "throughput": [ | |
| 90.02579165683068, | |
| 90.0056258314052, | |
| 89.96757573197011, | |
| 90.00452289716944, | |
| 90.00644267262155 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 52.252380036981776, | |
| 52.25954057194758, | |
| 52.259550281916745, | |
| 52.259520933032036, | |
| 52.261469567078166 | |
| ], | |
| "throughput": [ | |
| 78.38877381472469, | |
| 78.37803308586095, | |
| 78.37801852300535, | |
| 78.37806254000719, | |
| 78.37514011623304 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 341.3425263829995, | |
| 165.4197874540696, | |
| 167.12898648099508, | |
| 167.12376733194105, | |
| 167.12317986495327, | |
| 167.127058409038, | |
| 167.12252377101686 | |
| ], | |
| "throughput": [ | |
| 49.01603349896187, | |
| 49.01756423267469, | |
| 49.01773653792182, | |
| 49.01659897555516, | |
| 49.017928973022684 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.5059601509710774, | |
| 2.506489427993074, | |
| 2.506041625048965, | |
| 2.50595780601725, | |
| 2.506319912034087 | |
| ], | |
| "throughput": [ | |
| 102.15645284734403, | |
| 102.13488121710417, | |
| 102.15313163243968, | |
| 102.15654844040013, | |
| 102.14178915102451 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.121037233970128, | |
| 5.121577132027596, | |
| 5.121847646893002, | |
| 5.122790055000223, | |
| 5.121843494009227 | |
| ], | |
| "throughput": [ | |
| 99.97974562724818, | |
| 99.96920612563396, | |
| 99.96392616453316, | |
| 99.94553641725958, | |
| 99.96400721710097 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.781842825002968, | |
| 10.784274786012247, | |
| 10.784597871010192, | |
| 10.784867660026066, | |
| 10.784405258018523 | |
| ], | |
| "throughput": [ | |
| 94.9744878143981, | |
| 94.95307012467636, | |
| 94.95022552047016, | |
| 94.94785029170447, | |
| 94.9519213624345 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 23.84716280095745, | |
| 23.84928187704645, | |
| 23.84795457404107, | |
| 23.84935495897662, | |
| 23.849797486909665 | |
| ], | |
| "throughput": [ | |
| 85.88023728834418, | |
| 85.87260658657739, | |
| 85.87738598887157, | |
| 85.87234344588245, | |
| 85.87075010276615 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 58.15346765203867, | |
| 58.156886409036815, | |
| 58.156607384909876, | |
| 58.15657487802673, | |
| 58.15617681003641 | |
| ], | |
| "throughput": [ | |
| 70.43432086472332, | |
| 70.43018037780536, | |
| 70.43051828815594, | |
| 70.43055765561581, | |
| 70.43103973941294 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 280.9427818940021, | |
| 131.59302806598134, | |
| 132.74318691098597, | |
| 132.7040993499104, | |
| 132.7845082259737, | |
| 132.7771612170618, | |
| 132.78380406601354 | |
| ], | |
| "throughput": [ | |
| 61.71314845328624, | |
| 61.7313258605491, | |
| 61.69394389034293, | |
| 61.697357624688635, | |
| 61.694271056787485 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.4929518150165677, | |
| 2.493037850013934, | |
| 2.493124758009799, | |
| 2.4934097639052197, | |
| 2.4929721859516576 | |
| ], | |
| "throughput": [ | |
| 102.68950986455334, | |
| 102.6859660388105, | |
| 102.68238650213341, | |
| 102.670649528158, | |
| 102.68867075316989 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.068157533998601, | |
| 5.06817535799928, | |
| 5.068745922995731, | |
| 5.072149672079831, | |
| 5.0743489670567214 | |
| ], | |
| "throughput": [ | |
| 101.02290557571712, | |
| 101.02255029354743, | |
| 101.01117865805308, | |
| 100.9433934527517, | |
| 100.8996431510653 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.552112242090516, | |
| 10.552043518982828, | |
| 10.548990024952218, | |
| 10.549628851003945, | |
| 10.5490936859278 | |
| ], | |
| "throughput": [ | |
| 97.04218231449856, | |
| 97.04281432860402, | |
| 97.0709041887295, | |
| 97.06502612199026, | |
| 97.06995031866934 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 22.769596219062805, | |
| 22.772825763910078, | |
| 22.77406088297721, | |
| 22.77313410700299, | |
| 22.77274905098602 | |
| ], | |
| "throughput": [ | |
| 89.94450232215385, | |
| 89.9317467771448, | |
| 89.92686945571513, | |
| 89.93052912160287, | |
| 89.93204972376074 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 52.293544385931455, | |
| 52.29392046609428, | |
| 52.29489923897199, | |
| 52.296056888997555, | |
| 52.29167247493751 | |
| ], | |
| "throughput": [ | |
| 78.32706786465114, | |
| 78.32650456291027, | |
| 78.32503857178325, | |
| 78.32330473201982, | |
| 78.32987177763613 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 298.35087155608926, | |
| 167.6097554010339, | |
| 169.3504483900033, | |
| 169.3506878640037, | |
| 169.3503390030237, | |
| 169.35556715598796, | |
| 169.35088945599273 | |
| ], | |
| "throughput": [ | |
| 48.373063537064546, | |
| 48.37299513408855, | |
| 48.37309478225334, | |
| 48.371601462942245, | |
| 48.37293755182054 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.56167348602321, | |
| 2.5615557769779116, | |
| 2.561401617946103, | |
| 2.5615906540770084, | |
| 2.562937786919065 | |
| ], | |
| "throughput": [ | |
| 99.93467215738693, | |
| 99.93926437238282, | |
| 99.94527925896966, | |
| 99.93790365863192, | |
| 99.88537423990317 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.230689103947952, | |
| 5.231795585947111, | |
| 5.232355352025479, | |
| 5.2320048050023615, | |
| 5.232178914011456 | |
| ], | |
| "throughput": [ | |
| 97.88385236154816, | |
| 97.86315072692442, | |
| 97.85268116428702, | |
| 97.85923734444447, | |
| 97.85598092391207 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.999103114008904, | |
| 11.00204064999707, | |
| 11.001550959073938, | |
| 11.001909872051328, | |
| 11.000995518057607 | |
| ], | |
| "throughput": [ | |
| 93.0984998854854, | |
| 93.07364266103421, | |
| 93.07778546945855, | |
| 93.0747490125615, | |
| 93.08248497321475 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 24.29429871600587, | |
| 24.297307052998804, | |
| 24.297768184915185, | |
| 24.296767082996666, | |
| 24.297948093968444 | |
| ], | |
| "throughput": [ | |
| 84.29961382876681, | |
| 84.28917639032072, | |
| 84.28757671955495, | |
| 84.29104962829516, | |
| 84.2869526298964 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 59.15673361904919, | |
| 59.15904133406002, | |
| 59.15803072194103, | |
| 59.15834328404162, | |
| 59.158157467027195 | |
| ], | |
| "throughput": [ | |
| 69.23979316331011, | |
| 69.23709221166474, | |
| 69.2382750070286, | |
| 69.23790918778019, | |
| 69.23812666550636 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 209.5301199440146, | |
| 132.35803516302258, | |
| 133.67718037206214, | |
| 133.68482265097555, | |
| 133.71528112201486, | |
| 133.68493016099092, | |
| 133.70780828408897 | |
| ], | |
| "throughput": [ | |
| 61.28196283912708, | |
| 61.278459570445634, | |
| 61.26450119433112, | |
| 61.27841029003593, | |
| 61.26792522538742 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.5305277619045228, | |
| 2.530309261986986, | |
| 2.529704089043662, | |
| 2.5298631350742653, | |
| 2.529442732105963 | |
| ], | |
| "throughput": [ | |
| 101.16466764519097, | |
| 101.1734035226073, | |
| 101.19760690934375, | |
| 101.19124487439318, | |
| 101.20806324279165 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.136058963020332, | |
| 5.137198801035993, | |
| 5.137695290031843, | |
| 5.137886226992123, | |
| 5.137484667007811 | |
| ], | |
| "throughput": [ | |
| 99.68732907593241, | |
| 99.66521052226898, | |
| 99.65557922311633, | |
| 99.65187576754509, | |
| 99.65966483325789 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.675570053979754, | |
| 10.6771498239832, | |
| 10.676629372057505, | |
| 10.676617601071484, | |
| 10.676396835013293 | |
| ], | |
| "throughput": [ | |
| 95.91993634272131, | |
| 95.90574421835623, | |
| 95.91041932016263, | |
| 95.91052506153572, | |
| 95.91250829510076 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 23.015727991005406, | |
| 23.018821884994395, | |
| 23.016108066076413, | |
| 23.016881171963178, | |
| 23.01495033397805 | |
| ], | |
| "throughput": [ | |
| 88.98262965222575, | |
| 88.9706697515679, | |
| 88.98116024309775, | |
| 88.97817148635521, | |
| 88.98563630512996 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 52.78489981696475, | |
| 52.78180577605963, | |
| 52.78440338198561, | |
| 52.793262177030556, | |
| 52.782078497926705 | |
| ], | |
| "throughput": [ | |
| 77.59794968263954, | |
| 77.60249843247752, | |
| 77.59867948792413, | |
| 77.58565830361017, | |
| 77.60209746497368 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 296.78450640302617, | |
| 176.5204747300595, | |
| 178.26209085003939, | |
| 178.2571086290991, | |
| 178.25793344003614, | |
| 178.259246628033, | |
| 178.25801659200806 | |
| ], | |
| "throughput": [ | |
| 45.95480710978203, | |
| 45.95609152982031, | |
| 45.95587888802543, | |
| 45.95554034340751, | |
| 45.95585745099823 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.9876063590636477, | |
| 2.987530985963531, | |
| 2.987795576103963, | |
| 2.9877213949803263, | |
| 2.9872196479700506 | |
| ], | |
| "throughput": [ | |
| 85.6873259836793, | |
| 85.68948780875508, | |
| 85.68189940685964, | |
| 85.68402677375, | |
| 85.69841865293148 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.940349100972526, | |
| 5.942159582977183, | |
| 5.942597347078845, | |
| 5.941518025007099, | |
| 5.941477220971137 | |
| ], | |
| "throughput": [ | |
| 86.19022069194179, | |
| 86.16395989544833, | |
| 86.157612588657, | |
| 86.17326377620276, | |
| 86.17385558474183 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.865548375993967, | |
| 11.86505057499744, | |
| 11.862572871963494, | |
| 11.86247309006285, | |
| 11.867086148937233 | |
| ], | |
| "throughput": [ | |
| 86.30026759418276, | |
| 86.30388834227291, | |
| 86.32191439853364, | |
| 86.32264050047044, | |
| 86.28908454428851 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 26.111265085986815, | |
| 26.123412105022, | |
| 26.115478246938437, | |
| 26.113382610026747, | |
| 26.114370141061954 | |
| ], | |
| "throughput": [ | |
| 78.43358003741857, | |
| 78.39710952637347, | |
| 78.42092649557702, | |
| 78.42721988891742, | |
| 78.42425411516041 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 63.31394951895345, | |
| 63.316558543010615, | |
| 63.31590646295808, | |
| 63.32359251193702, | |
| 63.31872635893524 | |
| ], | |
| "throughput": [ | |
| 64.69348431302387, | |
| 64.6908185513211, | |
| 64.69148479136592, | |
| 64.68363271126587, | |
| 64.68860375966788 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 235.60772864997853, | |
| 137.86476502195, | |
| 139.06563020905014, | |
| 139.0159760330571, | |
| 139.03088351991028, | |
| 139.05539783008862, | |
| 139.02711950894445 | |
| ], | |
| "throughput": [ | |
| 58.9074380757157, | |
| 58.928478824994876, | |
| 58.92216026108216, | |
| 58.91177277425635, | |
| 58.923755515721226 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.8513162080198526, | |
| 2.851395415025763, | |
| 2.8520691150333732, | |
| 2.8514297320507467, | |
| 2.8514457170385867 | |
| ], | |
| "throughput": [ | |
| 89.7830971114157, | |
| 89.78060308681775, | |
| 89.75939560882782, | |
| 89.77952257511355, | |
| 89.77901927793764 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.671893830993213, | |
| 5.672533862059936, | |
| 5.673310708021745, | |
| 5.673069315962493, | |
| 5.67307824396994 | |
| ], | |
| "throughput": [ | |
| 90.26967275061688, | |
| 90.25948763822298, | |
| 90.24712841411286, | |
| 90.25096847651227, | |
| 90.25082644404172 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.320643180049956, | |
| 11.322719860007055, | |
| 11.323113241931424, | |
| 11.32246270799078, | |
| 11.321700309053995 | |
| ], | |
| "throughput": [ | |
| 90.45422452715106, | |
| 90.43763447834361, | |
| 90.4344925393798, | |
| 90.43968846789103, | |
| 90.44577864166784 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 24.29707355296705, | |
| 24.303187937941402, | |
| 24.300997913000174, | |
| 24.302301733987406, | |
| 24.30008800595533 | |
| ], | |
| "throughput": [ | |
| 84.28998642718878, | |
| 84.26878009706391, | |
| 84.276374465445, | |
| 84.2718530292881, | |
| 84.27953016047051 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 55.36196396697778, | |
| 55.36362955800723, | |
| 55.3600009229267, | |
| 55.368289044941776, | |
| 55.355143083957955 | |
| ], | |
| "throughput": [ | |
| 73.98581456472851, | |
| 73.98358873325704, | |
| 73.98843807287021, | |
| 73.97736268634426, | |
| 73.99493112658993 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 304.59642524295487, | |
| 212.0579265889246, | |
| 213.79727004410233, | |
| 213.7961607479956, | |
| 213.79544911906123, | |
| 213.79476730001625, | |
| 213.79722758498974 | |
| ], | |
| "throughput": [ | |
| 38.31667260442636, | |
| 38.31687141312149, | |
| 38.31699895276036, | |
| 38.31712115060441, | |
| 38.31668021393531 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 5.0755324109923095, | |
| 5.074962005019188, | |
| 5.077458834974095, | |
| 5.075248459004797, | |
| 5.075206462992355 | |
| ], | |
| "throughput": [ | |
| 50.438058369121876, | |
| 50.443727410533015, | |
| 50.41892181117134, | |
| 50.44088029735571, | |
| 50.44129768251078 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 10.128217975026928, | |
| 10.129194402950816, | |
| 10.129515485023148, | |
| 10.131044568028301, | |
| 10.129526492091827 | |
| ], | |
| "throughput": [ | |
| 50.55183461319994, | |
| 50.5469615481805, | |
| 50.54535932710803, | |
| 50.53773049383053, | |
| 50.545304402897905 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 20.22026274597738, | |
| 20.229723109980114, | |
| 20.2238749160897, | |
| 20.224231383996084, | |
| 20.225542871048674 | |
| ], | |
| "throughput": [ | |
| 50.64226973033348, | |
| 50.61858703813997, | |
| 50.63322455506915, | |
| 50.632332104858904, | |
| 50.62904894710036 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 40.426190136000514, | |
| 40.42615177400876, | |
| 40.42778087197803, | |
| 40.425458811922, | |
| 40.42870505701285 | |
| ], | |
| "throughput": [ | |
| 50.66022776596516, | |
| 50.6602758394808, | |
| 50.65823440780405, | |
| 50.66114424398364, | |
| 50.65707637956486 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 80.88552173599601, | |
| 80.90740370703861, | |
| 80.89126613992266, | |
| 80.88878403394483, | |
| 80.88908454403281 | |
| ], | |
| "throughput": [ | |
| 50.63947060104307, | |
| 50.625774803396205, | |
| 50.63587449496579, | |
| 50.637428277832946, | |
| 50.63724015531786 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 254.9468693989329, | |
| 158.98352578794584, | |
| 160.1518606870668, | |
| 160.14934503298718, | |
| 160.19219494902063, | |
| 160.2240901379846, | |
| 160.20658564998303 | |
| ], | |
| "throughput": [ | |
| 51.15145065973968, | |
| 51.152254155723405, | |
| 51.13857140547336, | |
| 51.12839144815907, | |
| 51.133977837201776 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 4.125518289976753, | |
| 4.136966579011641, | |
| 4.125665483996272, | |
| 4.125506313052028, | |
| 4.139147664071061 | |
| ], | |
| "throughput": [ | |
| 62.05280936990889, | |
| 61.88108970925279, | |
| 62.050595471940426, | |
| 62.05298951793689, | |
| 61.84848204913064 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 8.220873921061866, | |
| 8.222130361944437, | |
| 8.223199109081179, | |
| 8.219683740986511, | |
| 8.223522461019456 | |
| ], | |
| "throughput": [ | |
| 62.28048318418518, | |
| 62.27096597370393, | |
| 62.26287278324317, | |
| 62.28950116985288, | |
| 62.26042458410556 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 16.418406545068137, | |
| 16.417737580952235, | |
| 16.412129872012883, | |
| 16.41641858103685, | |
| 16.4203859269619 | |
| ], | |
| "throughput": [ | |
| 62.369024496326375, | |
| 62.37156581111633, | |
| 62.39287697486459, | |
| 62.37657714106147, | |
| 62.36150627365069 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 32.81855542107951, | |
| 32.82043972599786, | |
| 32.80593482207041, | |
| 32.801642497070134, | |
| 32.80351484497078 | |
| ], | |
| "throughput": [ | |
| 62.40372172763461, | |
| 62.40013897125608, | |
| 62.427728735905255, | |
| 62.43589784209522, | |
| 62.4323341470826 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 65.62368383107241, | |
| 65.6385989569826, | |
| 65.64513224503025, | |
| 65.6541669650469, | |
| 65.64988112007268 | |
| ], | |
| "throughput": [ | |
| 62.4164899145843, | |
| 62.40230695180415, | |
| 62.396096403783126, | |
| 62.38751002934265, | |
| 62.39158289576299 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 201.2881230589701, | |
| 139.93653975997586, | |
| 141.16433572396636, | |
| 141.16547127696685, | |
| 141.16390543896705, | |
| 141.16671518003568, | |
| 141.16500343300868 | |
| ], | |
| "throughput": [ | |
| 58.0316547943008, | |
| 58.03118798029077, | |
| 58.031831681944034, | |
| 58.030676633315494, | |
| 58.03138030515898 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 4.438138131052256, | |
| 4.437642959062941, | |
| 4.436317529063672, | |
| 4.4363357779802755, | |
| 4.435901707969606 | |
| ], | |
| "throughput": [ | |
| 57.68184595446648, | |
| 57.688282352047835, | |
| 57.705517768479325, | |
| 57.705280396189664, | |
| 57.710927079395525 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 8.845779429073445, | |
| 8.846728451084346, | |
| 8.846983529045247, | |
| 8.846278795972466, | |
| 8.846881816978566 | |
| ], | |
| "throughput": [ | |
| 57.8807106943237, | |
| 57.87450161163747, | |
| 57.8728329626781, | |
| 57.87744336444646, | |
| 57.873498323148276 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 17.666801078943536, | |
| 17.667292063939385, | |
| 17.66753974603489, | |
| 17.66841213905718, | |
| 17.66863098903559 | |
| ], | |
| "throughput": [ | |
| 57.96182316336097, | |
| 57.96021236837313, | |
| 57.95939982134838, | |
| 57.95653802620899, | |
| 57.955820155814635 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 35.30742693901993, | |
| 35.31011950201355, | |
| 35.30922338704113, | |
| 35.31011145294178, | |
| 35.31410572503228 | |
| ], | |
| "throughput": [ | |
| 58.00479325602333, | |
| 58.00037011721847, | |
| 58.00184211221248, | |
| 58.000383338619436, | |
| 57.993823090026105 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 70.59149317198899, | |
| 70.59339166502468, | |
| 70.59386258595623, | |
| 70.59445292607415, | |
| 70.59711416903883 | |
| ], | |
| "throughput": [ | |
| 58.02398866986016, | |
| 58.0224282102223, | |
| 58.022041151419415, | |
| 58.021555947027345, | |
| 58.01936875482578 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { | |
| "compile_8192_steps": { | |
| "time": [ | |
| 238.99871272605378, | |
| 188.59424206602853, | |
| 190.2551034630742, | |
| 190.19652605894953, | |
| 190.30810289201327, | |
| 190.2639055509353, | |
| 190.2159691619454 | |
| ], | |
| "throughput": [ | |
| 43.057977688309165, | |
| 43.07123883777441, | |
| 43.04598635323686, | |
| 43.05598571772685, | |
| 43.0668362708576 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 5.964727892074734, | |
| 5.965366188902408, | |
| 5.965834976057522, | |
| 5.964606179972179, | |
| 5.964190998929553 | |
| ], | |
| "throughput": [ | |
| 42.91897377919692, | |
| 42.91438142996926, | |
| 42.9110092765549, | |
| 42.919849571894794, | |
| 42.92283732126396 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 11.906085534952581, | |
| 11.906901098089293, | |
| 11.907084206002764, | |
| 11.907565388013609, | |
| 11.907231230987236 | |
| ], | |
| "throughput": [ | |
| 43.00321868988145, | |
| 43.00027318461232, | |
| 42.99961192362136, | |
| 42.997874319076956, | |
| 42.99908098429947 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 23.791175486985594, | |
| 23.794975195080042, | |
| 23.79496232594829, | |
| 23.79292141890619, | |
| 23.792450983077288 | |
| ], | |
| "throughput": [ | |
| 43.04116879639492, | |
| 43.03429575382482, | |
| 43.034319028247964, | |
| 43.03801042213821, | |
| 43.03886139046096 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 47.561465814942494, | |
| 47.56451948697213, | |
| 47.57474051404279, | |
| 47.567945133079775, | |
| 47.563956885947846 | |
| ], | |
| "throughput": [ | |
| 43.060069005622935, | |
| 43.05730452214376, | |
| 43.04805402765119, | |
| 43.05420371366382, | |
| 43.057813817106016 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 95.10492805799004, | |
| 95.10885516204871, | |
| 95.11373547103722, | |
| 95.10931328893639, | |
| 95.10967227292713 | |
| ], | |
| "throughput": [ | |
| 43.06822037131948, | |
| 43.06644205758905, | |
| 43.06423230793264, | |
| 43.06623461318239, | |
| 43.06607206306106 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 464.53640979900956, | |
| 390.11461302102543, | |
| 391.7028235369362, | |
| 391.76653865596745, | |
| 391.76788121194113, | |
| 391.74665279500186, | |
| 391.7660307950573 | |
| ], | |
| "throughput": [ | |
| 41.827628026927016, | |
| 41.82082537270424, | |
| 41.82068205621093, | |
| 41.822948283296824, | |
| 41.82087958659918 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 6.1367846090579405, | |
| 6.138947375002317, | |
| 6.139132948941551, | |
| 6.139380877953954, | |
| 6.139886683085933 | |
| ], | |
| "throughput": [ | |
| 41.715656701091, | |
| 41.700960174773186, | |
| 41.69969963659722, | |
| 41.69801566136357, | |
| 41.69458057022859 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 12.258590466924943, | |
| 12.260139134014025, | |
| 12.260135019896552, | |
| 12.262264951015823, | |
| 12.25942648097407 | |
| ], | |
| "throughput": [ | |
| 41.76662899225108, | |
| 41.76135314643602, | |
| 41.76136716023868, | |
| 41.75411329353027, | |
| 41.76378077674308 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 24.49976475792937, | |
| 24.5016793590039, | |
| 24.50012531504035, | |
| 24.502659776015207, | |
| 24.501503228093497 | |
| ], | |
| "throughput": [ | |
| 41.79631968378723, | |
| 41.7930536513898, | |
| 41.79570458651401, | |
| 41.79138139943312, | |
| 41.79335408391917 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 48.98084226902574, | |
| 48.98585749906488, | |
| 48.9820450830739, | |
| 48.986241873935796, | |
| 48.98064122302458 | |
| ], | |
| "throughput": [ | |
| 41.812265880431866, | |
| 41.807985091188726, | |
| 41.81123912908449, | |
| 41.80765704114329, | |
| 41.812437503110644 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 97.94427271594759, | |
| 97.94655658304691, | |
| 97.94003882096149, | |
| 97.93567545805126, | |
| 97.9482733720215 | |
| ], | |
| "throughput": [ | |
| 41.8196989616635, | |
| 41.81872383157323, | |
| 41.82150680466505, | |
| 41.82337009310195, | |
| 41.81799085362953 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 195.87211643403862, | |
| 195.88714855106082, | |
| 195.88315454300027, | |
| 195.882615242037, | |
| 195.88404225104023 | |
| ], | |
| "throughput": [ | |
| 41.823206636758414, | |
| 41.8199971799816, | |
| 41.82084987916453, | |
| 41.820965019676606, | |
| 41.82066035527964 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 661.0934316480998, | |
| 609.0616183659295, | |
| 611.2746865049703, | |
| 611.2947355979122, | |
| 611.5952552860836, | |
| 611.4692220140714, | |
| 611.1991845710436 | |
| ], | |
| "throughput": [ | |
| 26.803007488625624, | |
| 26.802128410241714, | |
| 26.788958642813732, | |
| 26.79448026187484, | |
| 26.806318486008358 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 9.558550926973112, | |
| 9.557312609977089, | |
| 9.557842530077323, | |
| 9.560649538994767, | |
| 9.557866009999998 | |
| ], | |
| "throughput": [ | |
| 26.782302250187104, | |
| 26.785772365838067, | |
| 26.784287269266084, | |
| 26.776423396324656, | |
| 26.784221470792524 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 19.108145637088455, | |
| 19.113745201961137, | |
| 19.111433889949694, | |
| 19.109330413048156, | |
| 19.11038675403688 | |
| ], | |
| "throughput": [ | |
| 26.794855436218793, | |
| 26.787005612456685, | |
| 26.790245198150735, | |
| 26.793194158723544, | |
| 26.79171314478212 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 38.212619476020336, | |
| 38.22562627599109, | |
| 38.23935026698746, | |
| 38.21947412297595, | |
| 38.22236468701158 | |
| ], | |
| "throughput": [ | |
| 26.797430117100276, | |
| 26.788311919513486, | |
| 26.778697672696413, | |
| 26.792624009036636, | |
| 26.790597818453854 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 76.42733316298109, | |
| 76.42324095102958, | |
| 76.43463289202191, | |
| 76.42070145194884, | |
| 76.44241809402592 | |
| ], | |
| "throughput": [ | |
| 26.796695831747073, | |
| 26.798130706237853, | |
| 26.794136669606036, | |
| 26.799021221857327, | |
| 26.79140784741939 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 152.83598488301504, | |
| 152.83404931996483, | |
| 152.86163136200048, | |
| 152.85020363295916, | |
| 152.83648808696307 | |
| ], | |
| "throughput": [ | |
| 26.799971244567786, | |
| 26.800310652142986, | |
| 26.795474858566866, | |
| 26.797478201833272, | |
| 26.79988300744911 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 305.6387643290218, | |
| 305.71638404997066, | |
| 305.74857981305104, | |
| 305.7280650601024, | |
| 305.83921306103 | |
| ], | |
| "throughput": [ | |
| 26.802882867244115, | |
| 26.79607776160594, | |
| 26.793256096263708, | |
| 26.795053958783775, | |
| 26.78531610779842 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 1407.4362066789763, | |
| 607.7950637770118, | |
| 611.2351401279448, | |
| 611.2300715070451, | |
| 611.2337057900149, | |
| 611.2346890789922, | |
| 611.234429862001 | |
| ], | |
| "throughput": [ | |
| 26.804741619682524, | |
| 26.804963897806452, | |
| 26.804804520431027, | |
| 26.804761399729117, | |
| 26.80477276729819 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.5116943599423394, | |
| 2.516879635048099, | |
| 2.5115280559984967, | |
| 2.5114578930661082, | |
| 2.5115907919825986 | |
| ], | |
| "throughput": [ | |
| 101.92322922836716, | |
| 101.71324700440341, | |
| 101.92997820134772, | |
| 101.9328258326732, | |
| 101.9274321347224 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.168147761025466, | |
| 5.165364647982642, | |
| 5.164720613975078, | |
| 5.164952220045961, | |
| 5.164998207008466 | |
| ], | |
| "throughput": [ | |
| 99.06837491395733, | |
| 99.12175323381362, | |
| 99.13411358875697, | |
| 99.12966823058895, | |
| 99.12878562189223 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.97867831599433, | |
| 10.984877372975461, | |
| 10.99251223297324, | |
| 10.979589472990483, | |
| 10.97949002601672 | |
| ], | |
| "throughput": [ | |
| 93.27170088481249, | |
| 93.21906519586666, | |
| 93.1543198040208, | |
| 93.26396059880149, | |
| 93.26480533918749 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 24.822434357949533, | |
| 24.827327231992967, | |
| 24.82633312395774, | |
| 24.82758136698976, | |
| 24.826940904953517 | |
| ], | |
| "throughput": [ | |
| 82.50600930057917, | |
| 82.48974933398824, | |
| 82.49305242841736, | |
| 82.48890496933295, | |
| 82.49103294040464 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 64.42342541390099, | |
| 64.43060655798763, | |
| 64.43141162209213, | |
| 64.4353863899596, | |
| 64.42999625392258 | |
| ], | |
| "throughput": [ | |
| 63.57935756573701, | |
| 63.57227129801416, | |
| 63.57147696878289, | |
| 63.56755549212076, | |
| 63.57287347740037 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 187.87212075898424, | |
| 187.8788011559518, | |
| 187.87955252302345, | |
| 187.883754018927, | |
| 187.88036269403528 | |
| ], | |
| "throughput": [ | |
| 43.604127993579645, | |
| 43.60257756382052, | |
| 43.60240318858606, | |
| 43.601428142503245, | |
| 43.60221516785519 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 1074.113211116055, | |
| 378.2917817271082, | |
| 379.98135963408276, | |
| 379.97938446805347, | |
| 379.93558687495533, | |
| 380.04139936098363, | |
| 380.07027533999644 | |
| ], | |
| "throughput": [ | |
| 43.1179045618911, | |
| 43.11812869252509, | |
| 43.12309919363335, | |
| 43.11109270608069, | |
| 43.10781732494996 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.4884451800026, | |
| 2.4889961930457503, | |
| 2.487504289019853, | |
| 2.4890277120284736, | |
| 2.4874108909862116 | |
| ], | |
| "throughput": [ | |
| 102.87548307563381, | |
| 102.85270853979746, | |
| 102.91439541632761, | |
| 102.8514060983952, | |
| 102.91825967622937 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.0611502199899405, | |
| 5.062007517088205, | |
| 5.062023652950302, | |
| 5.062030478962697, | |
| 5.062196898972616 | |
| ], | |
| "throughput": [ | |
| 101.1627748130775, | |
| 101.14564197536305, | |
| 101.14531956040759, | |
| 101.1451831686557, | |
| 101.14185801502734 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.537005645921454, | |
| 10.539229873917066, | |
| 10.538178501068614, | |
| 10.539123344933614, | |
| 10.54017323302105 | |
| ], | |
| "throughput": [ | |
| 97.18130884710672, | |
| 97.160799436991, | |
| 97.17049297429932, | |
| 97.16178153396972, | |
| 97.15210342007809 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 22.752537743072025, | |
| 22.756599953048863, | |
| 22.755160606931895, | |
| 22.755413147970103, | |
| 22.757755017955787 | |
| ], | |
| "throughput": [ | |
| 90.01193726724398, | |
| 89.99586951589465, | |
| 90.00156207977362, | |
| 90.00056323665088, | |
| 89.99130179510831 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 52.26019002997782, | |
| 52.2673748700181, | |
| 52.26822663098574, | |
| 52.25712086597923, | |
| 52.255035266047344 | |
| ], | |
| "throughput": [ | |
| 78.37705905107552, | |
| 78.36628509057894, | |
| 78.365008036676, | |
| 78.38166229067174, | |
| 78.38479065502366 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 132.63220535300206, | |
| 132.66377434297465, | |
| 132.6489470989909, | |
| 132.6492669780273, | |
| 132.62832133902702 | |
| ], | |
| "throughput": [ | |
| 61.764787656187295, | |
| 61.75008995915709, | |
| 61.75699226535601, | |
| 61.75684334054379, | |
| 61.76659643500617 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 847.5604275780497, | |
| 606.4402529029176, | |
| 610.104101289995, | |
| 610.1004840959795, | |
| 610.1000877179904, | |
| 610.1044172249967, | |
| 610.1003481199732 | |
| ], | |
| "throughput": [ | |
| 26.854433473497252, | |
| 26.854592689394604, | |
| 26.85461013664574, | |
| 26.854419567262113, | |
| 26.85459867460716 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.526135288993828, | |
| 2.535874257911928, | |
| 2.525938904029317, | |
| 2.52619622903876, | |
| 2.525906768045388 | |
| ], | |
| "throughput": [ | |
| 101.34057392546305, | |
| 100.95137769598787, | |
| 101.34845288286068, | |
| 101.33812926219522, | |
| 101.34974229397208 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.188800020026974, | |
| 5.191327990964055, | |
| 5.191030506044626, | |
| 5.191323288017884, | |
| 5.191270953044295 | |
| ], | |
| "throughput": [ | |
| 98.6740668408605, | |
| 98.62601648194436, | |
| 98.63166849121932, | |
| 98.62610582965415, | |
| 98.62710011307539 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.027460922952741, | |
| 11.029808034887537, | |
| 11.030656811082736, | |
| 11.030032102949917, | |
| 11.029336274019442 | |
| ], | |
| "throughput": [ | |
| 92.85909124090654, | |
| 92.83933108908735, | |
| 92.83218737901132, | |
| 92.83744511732992, | |
| 92.8433021316179 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 24.91791918396484, | |
| 24.923109401017427, | |
| 24.92289960605558, | |
| 24.922828333103098, | |
| 24.92337497207336 | |
| ], | |
| "throughput": [ | |
| 82.18984839303626, | |
| 82.17273242464663, | |
| 82.17342413490252, | |
| 82.1736591300032, | |
| 82.17185683298445 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 64.54979965405073, | |
| 64.55540814902633, | |
| 64.55654790101107, | |
| 64.55512318003457, | |
| 64.56140504102223 | |
| ], | |
| "throughput": [ | |
| 63.45488323669741, | |
| 63.44937035398139, | |
| 63.4482501493214, | |
| 63.44965044179173, | |
| 63.44347675515127 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 187.7939533710014, | |
| 187.78916758601554, | |
| 187.78656476398464, | |
| 187.78581790695898, | |
| 187.78801342693623 | |
| ], | |
| "throughput": [ | |
| 43.622277783438925, | |
| 43.62338949208937, | |
| 43.62399413555455, | |
| 43.624167635805364, | |
| 43.62365760468151 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 585.179176080972, | |
| 378.55714749591425, | |
| 380.5452333269641, | |
| 380.52752771496307, | |
| 380.45541808696, | |
| 380.23837669193745, | |
| 380.20401577593293 | |
| ], | |
| "throughput": [ | |
| 43.05401451690996, | |
| 43.05601778243112, | |
| 43.06417840593123, | |
| 43.08875958955093, | |
| 43.09265373371449 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.492561954888515, | |
| 2.4924162190873176, | |
| 2.492371857049875, | |
| 2.4919261630857363, | |
| 2.49567048298195 | |
| ], | |
| "throughput": [ | |
| 102.70557146951644, | |
| 102.71157683837535, | |
| 102.713405014538, | |
| 102.73177584162319, | |
| 102.5776446632965 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.068350862013176, | |
| 5.068689169012941, | |
| 5.06898868305143, | |
| 5.069103833055124, | |
| 5.07110576890409 | |
| ], | |
| "throughput": [ | |
| 101.01905214127794, | |
| 101.0123096776331, | |
| 101.00634110940375, | |
| 101.00404664455652, | |
| 100.96417296984276 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.553939977893606, | |
| 10.551271768985316, | |
| 10.55187780293636, | |
| 10.550782521022484, | |
| 10.550299540976994 | |
| ], | |
| "throughput": [ | |
| 97.02537650819326, | |
| 97.04991231578096, | |
| 97.04433837501823, | |
| 97.0544125954331, | |
| 97.05885562991078 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 22.77317921607755, | |
| 22.779871739912778, | |
| 22.77669980202336, | |
| 22.775979258003645, | |
| 22.777793601038866 | |
| ], | |
| "throughput": [ | |
| 89.93035098736412, | |
| 89.90393024960208, | |
| 89.91645048674114, | |
| 89.91929509596466, | |
| 89.91213266181292 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 52.306090969010256, | |
| 52.31059639796149, | |
| 52.310966952936724, | |
| 52.308286198065616, | |
| 52.32093330507632 | |
| ], | |
| "throughput": [ | |
| 78.30827966912598, | |
| 78.30153510082363, | |
| 78.3009804365708, | |
| 78.30499329476162, | |
| 78.28606527557096 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 132.80285467207432, | |
| 132.7728785710642, | |
| 132.71295810106676, | |
| 132.7173625859432, | |
| 132.72227135905996 | |
| ], | |
| "throughput": [ | |
| 61.68542099662115, | |
| 61.6993476993525, | |
| 61.727205219564404, | |
| 61.72515668170502, | |
| 61.72287375822395 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 760.3076194060268, | |
| 612.0981308720075, | |
| 615.828578010085, | |
| 615.8259936500108, | |
| 615.8331905310042, | |
| 615.8272959429305, | |
| 615.8399285119958 | |
| ], | |
| "throughput": [ | |
| 26.604806248097972, | |
| 26.604917897167287, | |
| 26.604606981109352, | |
| 26.604861635620527, | |
| 26.604315896806714 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.5940169020323083, | |
| 2.5940684359520674, | |
| 2.596526426030323, | |
| 2.5933254950214177, | |
| 2.5935738460393623 | |
| ], | |
| "throughput": [ | |
| 98.68863992344625, | |
| 98.68667936898265, | |
| 98.59325806723385, | |
| 98.71495132078888, | |
| 98.7054987429553 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.323996410006657, | |
| 5.324908334994689, | |
| 5.325099359964952, | |
| 5.334406630019657, | |
| 5.325095049920492 | |
| ], | |
| "throughput": [ | |
| 96.16835936209051, | |
| 96.15188990863834, | |
| 96.14844069376572, | |
| 95.9806845467484, | |
| 96.14851851473422 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.288010500953533, | |
| 11.291163444984704, | |
| 11.291580903925933, | |
| 11.290345352026634, | |
| 11.290036732912995 | |
| ], | |
| "throughput": [ | |
| 90.71572000340535, | |
| 90.69038854936062, | |
| 90.68703565184293, | |
| 90.69695993100783, | |
| 90.69943918028272 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 25.51165800902527, | |
| 25.515031880000606, | |
| 25.512067809002474, | |
| 25.514613416045904, | |
| 25.514353611972183 | |
| ], | |
| "throughput": [ | |
| 80.2770246949641, | |
| 80.26640960638107, | |
| 80.27573520627442, | |
| 80.26772605192724, | |
| 80.26854339116043 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 65.89293881098274, | |
| 65.89997829392087, | |
| 65.89974171796348, | |
| 65.90056891995482, | |
| 65.90646867000032 | |
| ], | |
| "throughput": [ | |
| 62.16144057179761, | |
| 62.15480044213986, | |
| 62.15502357399194, | |
| 62.15424338711169, | |
| 62.148679525056096 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 190.60697509604506, | |
| 190.60976628703065, | |
| 190.61068880395032, | |
| 190.60941778298002, | |
| 190.60807248402853 | |
| ], | |
| "throughput": [ | |
| 42.97849014115107, | |
| 42.97786078633577, | |
| 42.977652782241165, | |
| 42.97793936565648, | |
| 42.97824270106097 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 503.21649350901134, | |
| 380.1782204329502, | |
| 382.143642068957, | |
| 382.1887124540517, | |
| 382.2472403659485, | |
| 382.2460697420174, | |
| 382.2166027770145 | |
| ], | |
| "throughput": [ | |
| 42.87393062801119, | |
| 42.86887463210927, | |
| 42.86231075027409, | |
| 42.86244201557851, | |
| 42.86574649285562 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.532196584972553, | |
| 2.5399362379685044, | |
| 2.5306946909986436, | |
| 2.5302581500727683, | |
| 2.531898590968922 | |
| ], | |
| "throughput": [ | |
| 101.09799591360512, | |
| 100.78993172078772, | |
| 101.15799464493254, | |
| 101.1754472533317, | |
| 101.1098947300383 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.138633562019095, | |
| 5.140257261926308, | |
| 5.140429341932759, | |
| 5.139476819895208, | |
| 5.1404826290672645 | |
| ], | |
| "throughput": [ | |
| 99.63738293859247, | |
| 99.60590957039538, | |
| 99.6025751824637, | |
| 99.62103496955542, | |
| 99.60154268489414 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 10.680190250976011, | |
| 10.682276521925814, | |
| 10.68143844907172, | |
| 10.68197011295706, | |
| 10.682597736944444 | |
| ], | |
| "throughput": [ | |
| 95.87844185700921, | |
| 95.85971659675704, | |
| 95.86723781467764, | |
| 95.86246630271921, | |
| 95.85683419105285 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 23.02642236207612, | |
| 23.027176875970326, | |
| 23.02790756104514, | |
| 23.02775271900464, | |
| 23.02727210894227 | |
| ], | |
| "throughput": [ | |
| 88.94130263904998, | |
| 88.938388367406, | |
| 88.93556631538996, | |
| 88.93616433138959, | |
| 88.93802054845621 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 52.80443101003766, | |
| 52.80826449394226, | |
| 52.80546024499927, | |
| 52.80747777805664, | |
| 52.81208060099743 | |
| ], | |
| "throughput": [ | |
| 77.56924791446737, | |
| 77.56361696889054, | |
| 77.56773600676827, | |
| 77.56477249708813, | |
| 77.5580123598206 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 133.76513601792976, | |
| 133.80973106704187, | |
| 133.77210804494098, | |
| 133.8062789470423, | |
| 133.79460353893228 | |
| ], | |
| "throughput": [ | |
| 61.241667626323434, | |
| 61.22125748758596, | |
| 61.23847579084186, | |
| 61.22283695851239, | |
| 61.228179487943606 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 756.5488949019928, | |
| 633.7038313129451, | |
| 637.4207297619432, | |
| 637.4199609369971, | |
| 637.4286679780344, | |
| 637.4306747299852, | |
| 637.4339212860214 | |
| ], | |
| "throughput": [ | |
| 25.703588281665883, | |
| 25.70361928408358, | |
| 25.703268182102832, | |
| 25.703187263368275, | |
| 25.70305635279861 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 3.092767262016423, | |
| 3.0918042199919, | |
| 3.0924787539988756, | |
| 3.0921229060040787, | |
| 3.091994876973331 | |
| ], | |
| "throughput": [ | |
| 82.77376805686086, | |
| 82.79955061341842, | |
| 82.78149030740053, | |
| 82.79101697507438, | |
| 82.79444507055308 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 6.152213514898904, | |
| 6.153685749042779, | |
| 6.154304570052773, | |
| 6.153871902031824, | |
| 6.153533713077195 | |
| ], | |
| "throughput": [ | |
| 83.22207913624621, | |
| 83.20216872947125, | |
| 83.1938026745416, | |
| 83.19965188598627, | |
| 83.20422441367667 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 12.290156440925784, | |
| 12.301844452973455, | |
| 12.293269971036352, | |
| 12.292757592978887, | |
| 12.293671312043443 | |
| ], | |
| "throughput": [ | |
| 83.31871159834193, | |
| 83.23955028975277, | |
| 83.29760937591077, | |
| 83.30108132815262, | |
| 83.29489002986786 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 27.92788647301495, | |
| 27.931190633098595, | |
| 27.931445321068168, | |
| 27.930920307990164, | |
| 27.931105955969542 | |
| ], | |
| "throughput": [ | |
| 73.3317217534116, | |
| 73.32304687266394, | |
| 73.32237828936235, | |
| 73.32375651847502, | |
| 73.32326916193212 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 71.14679951604921, | |
| 71.14654233097099, | |
| 71.14781378000043, | |
| 71.14791925193276, | |
| 71.14853854000103 | |
| ], | |
| "throughput": [ | |
| 57.571106892531816, | |
| 57.5713150042565, | |
| 57.57028617443451, | |
| 57.57020083041614, | |
| 57.56969973033463 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 201.2516521810321, | |
| 201.25514655804727, | |
| 201.25386194698513, | |
| 201.25521379103884, | |
| 201.2528141150251 | |
| ], | |
| "throughput": [ | |
| 40.70525588843883, | |
| 40.70454912633607, | |
| 40.704808945022684, | |
| 40.70453552823564, | |
| 40.70502087646785 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 492.5796819370007, | |
| 391.21507697203197, | |
| 393.25441184290685, | |
| 393.27244062698446, | |
| 393.18641885498073, | |
| 393.11586782196537, | |
| 392.9703282369301 | |
| ], | |
| "throughput": [ | |
| 41.662596798901035, | |
| 41.660686860944026, | |
| 41.66980143340842, | |
| 41.67727975666451, | |
| 41.69271525793607 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.852256255107932, | |
| 2.8516890050377697, | |
| 2.851549045066349, | |
| 2.851772434078157, | |
| 2.8519959759432822 | |
| ], | |
| "throughput": [ | |
| 89.75350638342724, | |
| 89.77135990206244, | |
| 89.77576606754224, | |
| 89.76873362714605, | |
| 89.76169747761631 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 5.671916657011025, | |
| 5.672642889083363, | |
| 5.672553705051541, | |
| 5.672664693905972, | |
| 5.6730103340232745 | |
| ], | |
| "throughput": [ | |
| 90.26930947003949, | |
| 90.25775286953302, | |
| 90.25917190419054, | |
| 90.25740593305844, | |
| 90.25190681027577 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 11.31980407400988, | |
| 11.321828162996098, | |
| 11.327415894949809, | |
| 11.322618757956661, | |
| 11.32234236993827 | |
| ], | |
| "throughput": [ | |
| 90.46092965081351, | |
| 90.44475726515695, | |
| 90.40014152358773, | |
| 90.43844201505168, | |
| 90.44064969443095 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 24.3095892239362, | |
| 24.311751417000778, | |
| 24.312427761033177, | |
| 24.31164076505229, | |
| 24.31199392292183 | |
| ], | |
| "throughput": [ | |
| 84.24659014737513, | |
| 84.23909758175093, | |
| 84.23675414606018, | |
| 84.23948098739503, | |
| 84.23825731829857 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 55.386003188905306, | |
| 55.385374495061114, | |
| 55.38904467690736, | |
| 55.38032213202678, | |
| 55.39299619104713 | |
| ], | |
| "throughput": [ | |
| 73.95370245492806, | |
| 73.95454192271018, | |
| 73.94964155624248, | |
| 73.9612888172649, | |
| 73.94436628546217 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 139.07966956391465, | |
| 139.13598917098716, | |
| 139.1063468400389, | |
| 139.09562505304348, | |
| 139.12289184797555 | |
| ], | |
| "throughput": [ | |
| 58.90149168232911, | |
| 58.87764947667622, | |
| 58.89019578251265, | |
| 58.8947351642154, | |
| 58.88319234300912 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 807.7502829049481, | |
| 721.9403583609965, | |
| 725.6193023800151, | |
| 725.6065218999283, | |
| 725.6089205589378, | |
| 725.614775427035, | |
| 725.6163931289921 | |
| ], | |
| "throughput": [ | |
| 22.57933319339886, | |
| 22.579730894783207, | |
| 22.579656252543554, | |
| 22.579474060954414, | |
| 22.579423721877564 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 5.871252298937179, | |
| 5.870590133941732, | |
| 5.872549442923628, | |
| 5.871122471988201, | |
| 5.8713488230714574 | |
| ], | |
| "throughput": [ | |
| 43.602282267164945, | |
| 43.607200325550934, | |
| 43.592651281715106, | |
| 43.6032464356527, | |
| 43.60156545188532 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 11.720045245951042, | |
| 11.721044437028468, | |
| 11.72147144691553, | |
| 11.720508394064382, | |
| 11.729433988919482 | |
| ], | |
| "throughput": [ | |
| 43.685838173438974, | |
| 43.6821140599483, | |
| 43.680522732897266, | |
| 43.6841118819805, | |
| 43.65087015142199 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 23.410584272933193, | |
| 23.414408906013705, | |
| 23.41544300597161, | |
| 23.41236778604798, | |
| 23.413532661972567 | |
| ], | |
| "throughput": [ | |
| 43.74089890545476, | |
| 43.73375403625919, | |
| 43.73182261547862, | |
| 43.73756680049369, | |
| 43.73539075814666 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 46.799637965043075, | |
| 46.8041053339839, | |
| 46.80412369698752, | |
| 46.804111484088935, | |
| 46.80749688099604 | |
| ], | |
| "throughput": [ | |
| 43.76102228674826, | |
| 43.756845374693484, | |
| 43.75682820725082, | |
| 43.75683962500213, | |
| 43.753674869794054 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 93.65798601694405, | |
| 93.65731351298746, | |
| 93.65685047395527, | |
| 93.6604834710015, | |
| 93.66111184901092 | |
| ], | |
| "throughput": [ | |
| 43.73359041971045, | |
| 43.733904447643674, | |
| 43.73412066786341, | |
| 43.73242426479866, | |
| 43.73213086134483 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 245.43927179207094, | |
| 245.44460736296605, | |
| 245.4456962889526, | |
| 245.447835761006, | |
| 245.44724228407722 | |
| ], | |
| "throughput": [ | |
| 33.37689172635757, | |
| 33.376166166427865, | |
| 33.37601809222971, | |
| 33.37572716663348, | |
| 33.37580786716965 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 530.4304701839574, | |
| 433.94623329292517, | |
| 435.9255014350638, | |
| 436.0867545349756, | |
| 436.0028901040787, | |
| 436.13179760903586, | |
| 436.09017877897713 | |
| ], | |
| "throughput": [ | |
| 37.58440363333639, | |
| 37.57050593630435, | |
| 37.57773256064647, | |
| 37.56662570768849, | |
| 37.57021092718503 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 4.126819557975978, | |
| 4.127784268930554, | |
| 4.128932739957236, | |
| 4.127293810015544, | |
| 4.127249493962154 | |
| ], | |
| "throughput": [ | |
| 62.03324288924245, | |
| 62.01874500246731, | |
| 62.00149436259682, | |
| 62.02611487914301, | |
| 62.02678088022257 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 8.228071498917416, | |
| 8.228580044931732, | |
| 8.230839875992388, | |
| 8.227925295010209, | |
| 8.230288991006091 | |
| ], | |
| "throughput": [ | |
| 62.22600278417183, | |
| 62.22215706771408, | |
| 62.20507356647713, | |
| 62.227108492404554, | |
| 62.20923719197518 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 16.427775432006456, | |
| 16.431366777047515, | |
| 16.430143943056464, | |
| 16.429479856044054, | |
| 16.430256293038838 | |
| ], | |
| "throughput": [ | |
| 62.33345496097585, | |
| 62.31983096076919, | |
| 62.32446919205186, | |
| 62.3269883753071, | |
| 62.32404301774938 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 32.82967547397129, | |
| 32.830242021009326, | |
| 32.83256178104784, | |
| 32.8354668560205, | |
| 32.83200621895958 | |
| ], | |
| "throughput": [ | |
| 62.38258436711438, | |
| 62.381507839308846, | |
| 62.37710032063902, | |
| 62.37158158829381, | |
| 62.37815582580319 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 65.66455123398919, | |
| 65.6656121830456, | |
| 65.6603501799982, | |
| 65.65859764604829, | |
| 65.64568871702068 | |
| ], | |
| "throughput": [ | |
| 62.37764399552973, | |
| 62.37663616966262, | |
| 62.381635016740205, | |
| 62.38330008326824, | |
| 62.39556747826435 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 160.16031391592696, | |
| 160.2408311520703, | |
| 160.27706073399168, | |
| 160.27734341693576, | |
| 160.22747492301278 | |
| ], | |
| "throughput": [ | |
| 51.14875089655625, | |
| 51.123049856286016, | |
| 51.111493825033904, | |
| 51.11140367912031, | |
| 51.12731136739283 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=16384, attn_backend=math)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 492.1524086180143, | |
| 395.8889405140653, | |
| 397.4974493740592, | |
| 397.48879439011216, | |
| 397.46273527794983, | |
| 397.44150055304635, | |
| 397.4891260509612 | |
| ], | |
| "throughput": [ | |
| 41.21787454435229, | |
| 41.21877202887902, | |
| 41.22147448248827, | |
| 41.22367688628741, | |
| 41.21873763635849 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 6.2310520799364895, | |
| 6.236849247012287, | |
| 6.2309957259567454, | |
| 6.230753792915493, | |
| 6.23139082104899 | |
| ], | |
| "throughput": [ | |
| 41.08455469731996, | |
| 41.04636650030218, | |
| 41.084926271666184, | |
| 41.086521552348565, | |
| 41.082321323075845 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 12.440486458013766, | |
| 12.440368765033782, | |
| 12.441725436015986, | |
| 12.441466032993048, | |
| 12.441415074979886 | |
| ], | |
| "throughput": [ | |
| 41.155946893876155, | |
| 41.15633625259417, | |
| 41.151848482194886, | |
| 41.152706493129244, | |
| 41.15287504792358 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 24.860198869020678, | |
| 24.862440904951654, | |
| 24.86223844892811, | |
| 24.863422547932714, | |
| 24.86265511997044 | |
| ], | |
| "throughput": [ | |
| 41.19033823482598, | |
| 41.18662378785415, | |
| 41.186959175196385, | |
| 41.18499768187149, | |
| 41.18626892658347 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 49.70139503991231, | |
| 49.70532744191587, | |
| 49.704736366984434, | |
| 49.70305565698072, | |
| 49.69857975305058 | |
| ], | |
| "throughput": [ | |
| 41.20608683831449, | |
| 41.20282684775048, | |
| 41.20331682033326, | |
| 41.20471011146699, | |
| 41.20842104897958 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 99.37867401109543, | |
| 99.38476703700144, | |
| 99.38182724406943, | |
| 99.37595520098694, | |
| 99.38755410199519 | |
| ], | |
| "throughput": [ | |
| 41.21608625551484, | |
| 41.21355940267022, | |
| 41.214778532303825, | |
| 41.217213879513196, | |
| 41.21240367578151 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 198.74794182705227, | |
| 198.73942574695684, | |
| 198.75606235396117, | |
| 198.74281358893495, | |
| 198.70777522900607 | |
| ], | |
| "throughput": [ | |
| 41.218036899866696, | |
| 41.21980311259624, | |
| 41.216352864804755, | |
| 41.21910046490401, | |
| 41.22636867409396 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=16384, attn_backend=mem_efficient)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 678.8020159050357, | |
| 605.972992746043, | |
| 608.5969893430592, | |
| 608.5476446580142, | |
| 608.7118521280354, | |
| 608.5992668850813, | |
| 608.4531840019627 | |
| ], | |
| "throughput": [ | |
| 26.920935014294862, | |
| 26.92311792482136, | |
| 26.915855084342628, | |
| 26.920834268920846, | |
| 26.92729766362296 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 9.514484537066892, | |
| 9.514260108000599, | |
| 9.513909981003962, | |
| 9.514602173003368, | |
| 9.514056612038985 | |
| ], | |
| "throughput": [ | |
| 26.906344637238668, | |
| 26.906979323040375, | |
| 26.907969542611273, | |
| 26.90601197455966, | |
| 26.907554835868893 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 19.02256433502771, | |
| 19.023861238034442, | |
| 19.023180613992736, | |
| 19.02463695802726, | |
| 19.0237111360766 | |
| ], | |
| "throughput": [ | |
| 26.915403779563782, | |
| 26.91356889085994, | |
| 26.91453182247516, | |
| 26.91247150363974, | |
| 26.913781245818136 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 38.04003273695707, | |
| 38.0414840769954, | |
| 38.04086352000013, | |
| 38.04163501504809, | |
| 38.042727089021355 | |
| ], | |
| "throughput": [ | |
| 26.91900943095541, | |
| 26.917982430113376, | |
| 26.918421540605358, | |
| 26.91787562745233, | |
| 26.917102909152728 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 76.07476235902868, | |
| 76.08783931203652, | |
| 76.09141197800636, | |
| 76.0878823439125, | |
| 76.09916060999967 | |
| ], | |
| "throughput": [ | |
| 26.920885935004698, | |
| 26.91625913572265, | |
| 26.914995355743415, | |
| 26.91624391309995, | |
| 26.912254794711707 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 152.25005138595589, | |
| 152.19537504191976, | |
| 152.2313528980594, | |
| 152.21086427394766, | |
| 152.1868202580372 | |
| ], | |
| "throughput": [ | |
| 26.90311078855787, | |
| 26.912775758605168, | |
| 26.90641528189568, | |
| 26.91003706954885, | |
| 26.914288589873372 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 304.30655706406105, | |
| 304.30411127000116, | |
| 304.3563179989578, | |
| 304.36050747393165, | |
| 304.3042508789804 | |
| ], | |
| "throughput": [ | |
| 26.920221762672902, | |
| 26.92043812951134, | |
| 26.915820423442142, | |
| 26.91544993136681, | |
| 26.920425778928404 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 451.8253204829525, | |
| 390.15202340797987, | |
| 391.73676867003087, | |
| 391.7316115780268, | |
| 391.7310358430259, | |
| 391.72584659792483, | |
| 391.7341396679403 | |
| ], | |
| "throughput": [ | |
| 41.824003541012075, | |
| 41.824554148182564, | |
| 41.824615618573, | |
| 41.82516967489475, | |
| 41.82428422983036 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 6.140092047047801, | |
| 6.138465330004692, | |
| 6.138568600988947, | |
| 6.138364210957661, | |
| 6.1402724059298635 | |
| ], | |
| "throughput": [ | |
| 41.69318603669575, | |
| 41.70423489217692, | |
| 41.703533289300935, | |
| 41.704921898086724, | |
| 41.691961378256174 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 12.258116092067212, | |
| 12.260616654995829, | |
| 12.258807683945633, | |
| 12.258173741982318, | |
| 12.258072579046711 | |
| ], | |
| "throughput": [ | |
| 41.768245312290574, | |
| 41.759726644040825, | |
| 41.76588891842433, | |
| 41.768048877173314, | |
| 41.76839357887187 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 24.497825404047035, | |
| 24.500093271955848, | |
| 24.499044956057332, | |
| 24.49958068097476, | |
| 24.499163592001423 | |
| ], | |
| "throughput": [ | |
| 41.799628461342344, | |
| 41.79575925011382, | |
| 41.797547693662985, | |
| 41.796633719335084, | |
| 41.79734529118044 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 48.97553613805212, | |
| 48.97911224397831, | |
| 48.97992405400146, | |
| 48.9804514440475, | |
| 48.98581577697769 | |
| ], | |
| "throughput": [ | |
| 41.816795924951236, | |
| 41.81374276034963, | |
| 41.81304972506765, | |
| 41.81259950900043, | |
| 41.808020699790355 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 97.9433337909868, | |
| 97.94406233797781, | |
| 97.9399073739769, | |
| 97.94237646402325, | |
| 97.93871736503206 | |
| ], | |
| "throughput": [ | |
| 41.82009986244651, | |
| 41.81978878786791, | |
| 41.82156293409286, | |
| 41.82050862840321, | |
| 41.82207108894027 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 195.85569629701786, | |
| 195.87048187095206, | |
| 195.86826489807572, | |
| 195.85993560694624, | |
| 195.86023968097288 | |
| ], | |
| "throughput": [ | |
| 41.82671300801341, | |
| 41.82355565652431, | |
| 41.82402904453605, | |
| 41.82580768554826, | |
| 41.82574275076731 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { | |
| "compile_16384_steps": { | |
| "time": [ | |
| 659.3487313289661, | |
| 608.6628519060323, | |
| 611.3016330359969, | |
| 611.2977266899543, | |
| 611.3034993630135, | |
| 611.3483714439208, | |
| 611.2437366480008 | |
| ], | |
| "throughput": [ | |
| 26.801825996488407, | |
| 26.801997266889632, | |
| 26.801744169749313, | |
| 26.799776960725758, | |
| 26.80436463831631 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 9.55762657802552, | |
| 9.556818125071004, | |
| 9.556746112997644, | |
| 9.557606257963926, | |
| 9.56030427000951 | |
| ], | |
| "throughput": [ | |
| 26.78489245317285, | |
| 26.78715830412416, | |
| 26.787360150943787, | |
| 26.784949399509596, | |
| 26.777390422924828 | |
| ] | |
| }, | |
| "decode_512_steps": { | |
| "time": [ | |
| 19.10854309203569, | |
| 19.109213061979972, | |
| 19.109733546036296, | |
| 19.109375176019967, | |
| 19.110773349995725 | |
| ], | |
| "throughput": [ | |
| 26.794298107080603, | |
| 26.793358697678883, | |
| 26.792628937842938, | |
| 26.79313139670313, | |
| 26.79117116943436 | |
| ] | |
| }, | |
| "decode_1024_steps": { | |
| "time": [ | |
| 38.21437140903436, | |
| 38.214988472056575, | |
| 38.22498555295169, | |
| 38.2261210399447, | |
| 38.22644699097145 | |
| ], | |
| "throughput": [ | |
| 26.796201592312823, | |
| 26.795768910116657, | |
| 26.78876094227661, | |
| 26.78796519610145, | |
| 26.787736779247474 | |
| ] | |
| }, | |
| "decode_2048_steps": { | |
| "time": [ | |
| 76.42996400699485, | |
| 76.43871834292077, | |
| 76.42179807205684, | |
| 76.42177284008358, | |
| 76.42397024598904 | |
| ], | |
| "throughput": [ | |
| 26.795773445772753, | |
| 26.792704592615294, | |
| 26.798636667367795, | |
| 26.798645515402313, | |
| 26.797874978334892 | |
| ] | |
| }, | |
| "decode_4096_steps": { | |
| "time": [ | |
| 152.85332314798143, | |
| 152.86858171096537, | |
| 152.84812461200636, | |
| 152.83695581695065, | |
| 152.83700503595173 | |
| ], | |
| "throughput": [ | |
| 26.796931304100937, | |
| 26.794256570944498, | |
| 26.79784269775892, | |
| 26.79980099123203, | |
| 26.79979236073424 | |
| ] | |
| }, | |
| "decode_8192_steps": { | |
| "time": [ | |
| 305.69403769809287, | |
| 305.659701583907, | |
| 305.6544838040136, | |
| 305.6635182669852, | |
| 305.65045453992207 | |
| ], | |
| "throughput": [ | |
| 26.798036565209422, | |
| 26.801046907883617, | |
| 26.801504424364115, | |
| 26.80071225524731, | |
| 26.8018577375615 | |
| ] | |
| } | |
| } | |
| } |