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