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