|
{ |
|
"(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_256_steps": { |
|
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|
28.46793555491604, |
|
2.046271288068965, |
|
2.92398768896237, |
|
2.9239750729175285, |
|
2.923966547008604, |
|
2.9233065580483526, |
|
2.923905084026046 |
|
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|
"throughput": [ |
|
87.55166821199792, |
|
87.55204597027033, |
|
87.55230126073215, |
|
87.57206776524656, |
|
87.55414168489457 |
|
] |
|
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|
"decode_256_steps": { |
|
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|
2.923116547986865, |
|
2.923381404951215, |
|
2.9234596610767767, |
|
2.9231232579331845, |
|
2.923231226974167 |
|
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|
"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": { |
|
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|
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 |
|
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|
"throughput": [ |
|
78.23845203298808, |
|
78.23292385554122, |
|
78.22636353907663, |
|
78.24411279018919, |
|
78.23998948137192 |
|
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} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_256_steps": { |
|
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|
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 |
|
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|
"throughput": [ |
|
103.22873028238764, |
|
102.87421222022738, |
|
103.17060107218144, |
|
103.20077976269117, |
|
103.23562561471515 |
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] |
|
} |
|
}, |
|
"(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 |
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} |
|
}, |
|
"(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 |
|
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|
"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 |
|
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|
"throughput": [ |
|
89.70850915707523, |
|
89.69186254439472, |
|
89.69523352938391, |
|
89.69908664117952, |
|
89.69752176520133 |
|
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|
}, |
|
"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": { |
|
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|
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 |
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] |
|
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}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
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|
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 |
|
] |
|
} |
|
} |
|
} |