| { | |
| "(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 | |
| ] | |
| } | |
| } | |
| } |